A COMPOSITION FOR IMPROVING GUT MICROBIOTA, BEHAVIOURAL PATTERN, ALPHA-SYNUCLEIN LEVELS, SLEEP PATTERN AND/OR SERUM MELATONIN

Information

  • Patent Application
  • 20240374631
  • Publication Number
    20240374631
  • Date Filed
    April 07, 2022
    2 years ago
  • Date Published
    November 14, 2024
    8 days ago
Abstract
Compositions for improving gut microbiota, improving behavioural pattern and alpha-synuclein levels, and improving sleep pattern and serum melatonin, especially in children with autism, are provided. Methods are also included for control of gut enterobacteria in children with autism, reconstitution of gut microbiota, and control of enterobacteria in autism and neurodegenerative diseases.
Description
BACKGROUND
Field of the Invention

The present invention relates to a composition for improving gut microbiota; control of gut enterobacteria in children with autism; reconstitution of gut microbiota and control of enterobacteria in autism and neurodegenerative diseases; a composition for improving behavioural pattern and alpha-synuclein levels, especially in autism; a composition for improving sleep pattern and serum melatonin, especially in children with autism.


Background Art
Gut Microbiota

Gut dysbiosis is one of the major pathologies in children with autism spectrum disorder (ASD). Evaluation of gut microbiota of the subjects in the present randomized pilot clinical study was undertaken and compared with an aim of gaining a mechanistic insight.


Behavioral Pattern and Alph-Synuclein Levels

Autism spectrum disorders (ASDs) are a group of developmental disabilities that can cause significant impairment in social, emotional, and communication skills (cdc.gov). Several causes and underlying mechanisms have been postulated for the pathogenesis of ASD, including genetic, environmental, immune dysregulation, neuroinflammation, and oxidative stress. Neuronal synaptic imbalance and mutation in synaptic proteins and receptors have also been reported to be associated with ASD (Al-Mazeedi et al., 2020). Synucleins are small soluble proteins that are present in presynaptic terminals, and they regulate synaptic plasticity and neurotransmitter release. Synucleins are important in the context of brains and neurons (Al-Mazeedi et al., 2020; Vargas et al., 2017).


Alpha-synuclein has already been reported to be associated with several neurodegenerative disorders, collectively called synucleinopathies such as Alzheimer's disease (AD), Parkinson's disease (PD), dementia with Lewy bodies (DLBs), and multiple system atrophy (Al-Mazeedi et al., 2020). Several studies have recently reported a strong association between lower levels of α-synuclein and ASD. At present, there is no definitive cure for ASD (Al-Mazeedi et al., 2020; Kadak et al., 2015; Sriwimol et al., 2018). Interventions involve speech and behavioural therapies to improve the symptoms. According to the research, the microbiota-gut-brain axis is significant because dysbiosis has been observed in gut-related diseases and other generalized disorders, especially of the nervous system, such as AD, multiple sclerosis, PD, and ASD (Srikantha et al., 2019). Therefore, nutritional supplements are considered potential interventions in alleviating gastrointestinal and behavioural symptoms in ASD (Karhu et al., 2020).


Beta-glucans, especially yeast-derived ones, have shown a considerable positive outcome as food supplements in modulating gut microbiota (Karhu et al., 2020; Xu et al., 2020). Nichi Glucan is a black yeast-derived AFO-202 (also referred to as FO-68 [(accession number) FERM BP-19327]) beta-glucan that has been in consumption for the past two decades (Ikewaki et al., 2007) and has been shown to have potential as a nutritional supplement to balance metabolic levels of glucose, lipids, and immunomodulators (Dedeepiya et al., 2012; Ganesh et al., 2014; Ikewaki et al., 2021). The present study was undertaken to investigate the effects of Nichi Glucan as a food supplement in children with ASD, especially with relevance to the childhood autism rating scale (CARS) score and alpha-synuclein levels.


Sleep and Melatonin

Inability to have a good quality of sleep is one of the major problems faced by people with autism spectrum disorders (ASD). This is attributed to lower melatonin levels and therefore melatonin supplementation is one of the treatments opted, reported with varying outcome. Beta Glucans having been earlier reported in animal studies to improve melatonin levels, we herein report the outcome of our pilot clinical study in which a Black yeast Aureobasidium pullulans derived Beta 1,3-1,6 Glucan food supplement was administered in children with ASD.


CITATION LIST
Non Patent Literature



  • [NPL 1] Shi H, Yu Y, Lin D, et al. β-glucan attenuates cognitive impairment via the gut-brain axis in diet-induced obese mice. Microbiome. 2020; 8:143.

  • [NPL 2] Sriwimol W, Limprasert P. Significant changes in plasma alpha-synuclein and beta-synuclein levels in male children with autism spectrum disorder. Biomed Res Int 2018; 2018:1-7.doi:10.1155/2018/4503871

  • [NPL 3] Dutta S D, Patel D K, Ganguly K, Lim K T. Effects of GABA/β-glucan supplements on melatonin and serotonin content extracted from natural resources. PLoS One. 2021 Mar. 5; 16(3):e0247890. doi: 10.1371/journal.pone.0247890. PMID: 33667254; PMCID: PMC7935273.

  • [NPL 4] Miller A L, Bessho S, Grando K, Tükel Ç. Microbiome or Infections: Amyloid-Containing Biofilms as a Trigger for Complex Human Diseases. Front Immunol. 2021 Feb. 26; 12:638867.

  • [NPL 5] Grimaldi R, Gibson G R, Vulevic J, Giallourou N, Castro-Mejia J L, Hansen L H, Leigh Gibson E, Nielsen D S, Costabile A. A prebiotic intervention study in children with autism spectrum disorders (ASDs). Microbiome. 2018 Aug. 2; 6(1):133.



SUMMARY OF THE INVENTION

The present invention relates to the following:

    • 1. A composition for improving gut microbiota, comprising a beta-glucan produced by Aureobasidium pullulans AFO-202 (FERM BP-19327).
    • 2. The composition according to 1, wherein the improvement of gut microbiota comprises a decrease of Akkermansia muciniphila with an increase of beneficial bacteria including Roseburia in a gut.
    • 3. The composition according to 1 or 2, wherein the composition is for prophylactic, ameliorating and/or curative treatment of autism spectrum disorders (ASD), multiple sclerosis (MS), Alzheimer's disease (AD), Parkinson's disease (PD) and/or epilepsy.
    • 4. The composition according to 1 or 2 for improving behavioural pattern and alpha-synuclein levels.
    • 5. The composition according to 1 or 2, wherein the composition is for improving sleep pattern and serum melatonin.
    • 6. The composition according to 5, wherein the improvement is in a child with autism spectrum disorder.
    • 7. The composition according to any one of 1 to 6, wherein the composition is a pharmaceutical composition.
    • 8. The composition according to any one of 1 to 6, wherein the composition is a food composition.


The present invention also relates to the following:

    • [1A] A composition for improving gut microbiota, comprising a beta-glucan produced by Aureobasidium pullulans AFO-202 (FERM BP-19327).
    • [2A] The composition according to [1A], wherein the composition is a pharmaceutical composition.
    • [3A] The composition according to [1A], wherein the composition is a food composition.
    • [4A] The composition according to any one of [1A]-[3A], wherein the composition is for prophylactic, ameliorating and/or curative treatment of autism spectrum disorders (ASD), multiple sclerosis (MS), Alzheimer's disease (AD) and/or Parkinson's disease (PD).
    • [1B] A composition for improving behavioural pattern and alpha-synuclein levels, comprising a beta-glucan produced by Aureobasidium pullulans AFO-202 (FERM BP-19327).
    • [2B] The composition according to [1B], wherein the composition is a pharmaceutical composition.
    • [3B] The composition according to [1B], wherein the composition is a food composition.
    • [1C] A composition for improving sleep pattern and serum melatonin, comprising a beta-glucan produced by Aureobasidium pullulans AFO-202 (FERM BP-19327).
    • [2C] The composition according to [1C], wherein the composition is a pharmaceutical composition.
    • [3C] The composition according to [1C], wherein the composition is a food composition.


Effects of the Invention

Gut microbiota is improved and/or well-balanced by the present invention. Such a control in gut microbiota leads to an improvement of behavioural pattern, alpha-synuclein levels, sleep pattern and/or serum melatonin levels.


The present invention is effective in balancing the gut microbiota, especially, by a decrease in Bacteroides, Curli producing Enterobacteria Escherichia coli, Akkermansia muciniphila CAG:154, Blautia spp., Coprobacillus sp., and Clostridium bolteae with increase in Roseburia, Faecalibacterium prausnitzii and Prevotella copri. The other beta glucans don't produce such an effective and balanced modulation of gut bacteria with effects on diverse species (Shen R L, et al. 2012, Turunen K, et al. 2011, Zhen W, et al. 2021). While the enterobacteria may be decreased, a decrease in Akkermansia muciniphila has not been concomitantly reported. Further the concomitant increase in beneficial bacteria such as Roseburia, Faecalibacterium prausnitzii and Prevotella copri is an added advantage.


The present invention is effective for prophylactic, ameliorating and/or curative treatment of neurological disorders such as autism spectrum disorders (ASD), multiple sclerosis (MS), Alzheimer's disease (AD), Parkinson's disease (PD) and/or epilepsy. The present invention is effective for improving sleep pattern and serum melatonin, especially in children with autism spectrum disorder.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1. Index of the most abundant taxa across species levels.



FIGS. 2A and 2B. Differences pre and post-intervention in the read count of selected bacteria between A. Enterobacteria; and, B. Firmicutes.



FIGS. 3A-3C. Most abundant taxa at the phyla (A), genus (B), and species (C) levels in the different groups of the study.



FIGS. 4A-4D. Principal component analysis (PCA) of: A, B. all the ten samples (five groups—pre- and post-intervention)—A, C. Score plot; B, D. Loading plot; Study groups (1) Control/Vehicle, 2—Baseline, 12—post-intervention, (2) AFO-202, 4—Baseline, 14—post-intervention, and (3) Telmisartan, 10—Baseline, 20—post-intervention.



FIGS. 5A-5C. Differential abundance analysis, log 2 fold change results for each group before and after intervention: A. Control, B. AFO-202, and C. Telmisartan.



FIGS. 6A-6F. Score plots of principal component analysis (PCA) and compounds with a VIP value of 1 or higher in the OPLS-DA of the different groups: A. Control; B. AFO-202; C. Telmisartan.



FIGS. 7A-7E. Peak height of the detected compounds after normalization. A. Succinic acid, B. Phosphoric acid, C. Fructose, D. Isoleucine, and E. Leucine (**significant;*not significant; p-value significance <0.05).



FIG. 8. Euclidean distance hierarchical clustering analysis demonstrating the different intensity levels of characteristic metabolites in AFO-202.



FIGS. 9A and 9B. Euclidean distance hierarchical clustering analysis demonstrating the different intensity levels of characteristic metabolites in A. Control; and, B. Telmisartan.



FIG. 10 shows decrease in abundance of Enterobacteria in AFO-202 compared to Control, post-intervention.



FIG. 11 shows decrease in abundance of Bacteroides in AFO-202 compared to Control, post-intervention.



FIG. 12 shows increase in abundance of Prevotella in AFO-202 compared to Control, post-intervention.



FIG. 13 shows decrease in Lactobacillus in AFO-202 and Control.



FIG. 14 shows CONSORT flow diagram of the trial.



FIG. 15. Data before and after adapter trimming.



FIG. 16. Average Read quality before and after adapter trimming.



FIG. 17. Average GC % before and after adapter trimming.



FIG. 18. Percentage of alignment to Bacteria, Fungi, Virus, Archae Bacteria and Human genomes.



FIG. 19. Post intervention control vs post intervention treatment SEED Average values.



FIG. 20. Distribution of Phyla: Phylum Proteobacteria was the most abundant followed by Phylum Firmicutes.



FIGS. 21A and 21B. Genus Abundance of major genera identified (A) Group (Gr.) 1 at baseline versus post-intervention and (B) Group (Gr.) 2 at baseline versus post-intervention.



FIGS. 22A-22D. FIG. 22A shows decrease in abundance of Enterobacteria in Group 2 compared to Group (Gr.) 1, post-intervention. FIG. 22B shows decrease in abundance of Bacteroides in Group (Gr.) 2, which had increased in Group 1 post-intervention. FIG. 22C shows increase in Prevotella in Group 1 and Group 2 post-intervention. FIG. 22D shows decrease in Lactobacillus in Group 1 and Group 2 post-intervention.



FIGS. 23A and 23B. Species Abundance of major species analysed; (A) Group (Gr.) 1 at baseline versus post-intervention and (B) Group (Gr.) 2 at baseline versus post-intervention.



FIGS. 24A and 24B. Distribution of Genera and Distribution of Species.



FIGS. 25A-25D. (A) Decrease in abundance of E. coli was significant in Group (Gr.) 2 compared to Group (Gr.) 1, post-intervention; (B) Significant increase in abundance of Faecalibacterium prausnitzii in Group 2 compared to Group 1 post-intervention; (C) Increase in Akkermansia muciniphila in Group 1 but decrease in Group 2 post-intervention; and, (D) Increase in Clostridium bolteae CAG:59 in Group 1 but decrease in Group 2 post-intervention.



FIGS. 26A-26C. A. The score on the childhood autism rating scale (CARS) in Gr. 1 (control), which was very mild and showed no improvement after the study, whereas the score decreased in all children by an average of 3 points for B. Gr. 2 (Nichi Glucan); and, C. Comparison between Gr. 1 and Gr. 2 showed a significant decrease in the CARS score, indicating improvement in autism's signs and symptoms in Gr. 2 (Nichi Glucan) compared to Gr. 1 (control) post-intervention (p-value=0.034517).



FIGS. 27A-27C. A. Plasma alpha-synuclein levels in Gr. 1 (control) pre- and post-intervention; B. Plasma alpha-synuclein in Gr. 2 (Nichi Glucan) pre- and post-intervention; and, C. Plasma alpha-synuclein levels in Nichi Glucan group Gr. 2 showed a significant increase compared to Gr. 1 (p-value=0.091701).



FIG. 28. The total sleep pattern score of the Children's Sleep Habits Questionnaire-Abbreviated (CSHQ-A) showing significant improvement by decrease in score in Nichi Glucan (Gr.2) compared to Gr.1 (Control) after the intervention.



FIGS. 29A-29C. Serum melatonin levels in Gr. 1 (Control group) pre- and post-intervention; serum melatonin levels in Gr. 2 (Nichi Glucan group) pre- and post-intervention; and fold increase in Nichi Glucan group Gr. 2 greater than in Gr.1



FIG. 30 explains, stepwise, the pathogenesis as well as the way beta glucan tackles each stage of the disease process: (A) & (B) Enterobacteria secretion of curli that causes misfolding of α-synuclein (αSyn); its aggregation in enteric neuronal cells is tackled by (1) control of enterobacteria, (2) scavenging of the accumulated amyloids by activated natural killer cells, and (3) reconstitution of beneficial microbiome; (C) The prion like propagation may not occur because the accumulation of curli proteins and amyloids is controlled at the level of production and aggregation (1) as well as clearing of already accumulated deposits (3); and, (D) Deposition of Lewy bodies, amyloid fibrils, and misfolded αSyn are tackled by (4) microglial-based scavenging.



FIG. 31. Increase in abundance of Roseburia hominis after AFO-202, whose increase may be attributed to the increase in melatonin.



FIG. 32. Increase in abundance of Roseburia inulinivorans after AFO-202, whose increase may be attributed to the increase in melatonin.



FIG. 33. Increase in abundance of Roseburia intestinalis after AFO-202, whose increase may be attributed to the increase in melatonin.



FIG. 34. Increase in abundance of Roseburia faecis after AFO-202, whose increase may be attributed to the increase in melatonin.



FIG. 35. Post Intervention Control vs Post Intervention Treatment Seed Average of the different functional properties and metabolic pathways beneficially modulated in AFO-202 (Treatment group).



FIGS. 36A and 36B. Expression of α-synuclein on the neuroblastoma cell line (SHSY-5Y Tet-On: SCC291) α-synuclein polyclonal antibody (Proteintech Co. 10842-1-AP), and expression of α-synuclein on the neuroblastoma cell line (SHSY-5Y Tet-On: SCC291) α-synuclein polyclonal antibody in a wider field of magnification (Proteintech Co. 10842-1-AP).



FIG. 37. Illustration of how AFO-202 prevents and treats neurological diseases by controlling production and propagation of Abnormal Alpha-Synuclein.



FIG. 38. Illustration of how AFO-202 prevents and treats neurological diseases by controlling production and propagation of Abnormal Alpha-Synuclein at the gut level by controlling the production of Alpha-Synuclein and scavenging of aggregates by Natural Killer (NK) cells and in the brain by microglia.





DETAILED DESCRIPTION OF INVENTION

The present invention relates to a composition for improving gut microbiota. The present invention also relates to an effective control of gut enterobacteria producing Alpha synuclein and Curli amyloids after consumption of Aureobasidium pullulans derived beta 1,3-1,6 glucans in children with autism spectrum disorder in a clinical pilot study. The present invention also relates to a beneficial reconstitution of gut microbiota and control of alpha-synuclein and curli-amyloids-producing enterobacteria, by beta 1,3-1,6 glucans in a clinical pilot study of autism and potentials in neurodegenerative diseases. The present invention also relates to a gut microbiota reconstitution by Beta Glucans in autism.


Further, the present invention relates to a composition for improving behavioural pattern and alpha-synuclein levels, especially in autism spectrum disorder. The present invention also relates to an improvement of behavioural pattern and alpha-synuclein levels in autism spectrum disorder after consumption of a beta-glucan food supplement in a randomized, parallel-group pilot clinical study.


Moreover, the present invention relates to a composition for improving sleep pattern and serum melatonin, especially in children with autism spectrum disorder. The present invention also relates to an improvement of sleep pattern and serum melatonin in children with autism spectrum disorder after consumption of Beta 1,3-1,6 Glucan in a pilot clinical study.


The glucan contained in the composition of the present invention can be a glucan derived from Aureobasidium pullulans strain FO-68 (Also referred to herein as “strain AFO 202”), and preferably β-1,3-1,6 glucan derived from FO-68 (Also referred to herein simply as “glucan”, “AFO 202 glucan” or “AF 202 beta glucan”). “Aureobasidium pullulans strain FO-68” has been deposited at the Patent Biological Depository Center, National Institute of Advanced Industrial Science and Technology, under the deposit number FERMP-19327.


While the domestic deposition was made on Apr. 23, 2003, Aureobasidium pullulans strain FO-68 has then been transferred to international deposition at the International Patent Organism Depositary, National Institute of Technology and Evaluation (Room. 120, 2-5-8, Kazusa Kamatari, Kisarazu-shi, Chiba, 292-0818 Japan) on Apr. 21, 2021 with the accession number: FERM BP-19327.



Aureobasidium pullulans strain FO-68 is also called as Aureobasidium strain FERM P-18099.


Scientific Properties of FO-68

This fungus produces high-molecular polysaccharide with high viscosity. This substance agglutinates easily with ethanol, making it possible to collect simply. This polysaccharide is of [beta] type, and is acidic polysaccharide having a main chain of 1,3 bond and branches from 3- and 6-positions. It contains carboxylic acids such as malic acid as organic acids and phosphoric acid. Moreover, it agglutinates easily with aluminum ions etc. This substance is also effective for the promotion of growth as a feed and the effluent treatment. It is effective as a food additive and functional food.


FO-68 forms blackish brown colonies on potato-dextrose-agar slant culturing for 7 days at 25 C. The fringe of colonies shows filamentous growth and becomes gradually light blackish brown. The cells are filamentous, and sometimes arthrospores, yeast-like budding conidiospores, oval yeast-like single cells, and, in some time, thick-walled spore cells are formed. The growth temperature is 25 C., and it decomposes hexoses such as glucose, fructose and galactose, sucrose, and starch. The medium becomes conspicuously viscous. Based on FO-68's mycological properties, it is a kind of Aureobasidium pullulans in the black fungus family of deuteromycetes.


Mycological Features of the Isolated Fungus

A colony of FO-68 has a smooth surface at first and grows into a grayish white, mucous and glossy oil drop-like (fat-like), yeast-like material. The filamentous fungus body grows radially from the fringe thereof, leading to crinkled, filamentous and just dendritic growth. This filamentous fungus body grows well not only on the surface of medium, but also in the medium. In a short time, light dark brown specks appear here and there on the surface of colony, which become black specks gradually, and overall surface becomes dark black eventually. On this filamentous fungus body, a lot of light brown, elliptic or oval conidiospores are produced laterally. This conidiospore falls easily in pieces. While the surface of oil drop-like colony puts on the conidiospores here and there.


As a method for culturing FO-68 and a method for producing β-1,3-1,6 glucan using FO-68, known methods can be used, for example, see JP 2004-329077A.


In some embodiment, the present invention relates to a composition comprising a beta-glucan produced by Aureobasidium pullulans AFO-202 (FERM BP-19327) for improving gut microbiota, behavioural pattern, alpha-synuclein levels, sleep pattern and/or serum melatonin. In another aspect, the present invention also relates to use of Aureobasidium pullulans AFO-202 (FERM BP-19327) for improving gut microbiota, behavioural pattern, alpha-synuclein levels, sleep pattern and/or serum melatonin, and particularly relates to a method of improving gut microbiota, behavioural pattern, alpha-synuclein levels, sleep pattern and/or serum melatonin by administering Aureobasidium pullulans AFO-202 (FERM BP-19327) to a subject.


In the composition used in the present invention, a culture of FO-68 may be used as it is without purification, or glucan isolated from the culture or further purified as necessary may be used. In addition, for example, the culture product of the present invention was crushed into a concentrate, a paste, a spray-dried product, a freeze-dried product, a vacuum-dried product, a drum-dried product, a liquid product dispersed in a medium, a diluted product, and a dried product.


The composition of the present invention exerts its function when ingested by mammals including humans. The term “ingestion” as used herein is not limited to any administration route as long as it can enter the human body, and is realized by all known administration methods such as oral administration, tube administration, and enteral administration. Typically, oral ingestion and enteral ingestion via the digestive tract are preferable.


The dose of the present invention can be appropriately set in consideration of various factors such as administration route, age, body weight, and symptoms. The dose of the composition of the present invention is not particularly limited, but the amount of glucan is preferably 0.05 mg/kg/day or more, more preferably 0.5 mg/kg/day or more, particularly preferably 1.0 mg/kg/day. However, when ingested over a long period of time, the amount may be smaller than the preferable amount described above. In addition, the glucan used in the present invention has a sufficient dietary experience, and there is no problem in terms of safety. Therefore, an amount far exceeding the above amount (for example, 10 mg/kg/day or more) is possible.


The composition of the present invention can be used as a food or drink. The composition of the present invention, as a special-purpose food such as a food for specified health use and a nutritionally functional food, by administering to animals such as humans, can improve gut microbiota, behavioural pattern, alpha-synuclein levels, sleep pattern and/or serum melatonin.


When the composition of the present invention is used as food or drink, the type of food or drink is not particularly limited. Further, the shape of the food or drink is not particularly limited, and may be any shape of food or drink that is usually used. For example, it may be in any form such as solid form (including powder and granule form), paste form, liquid form and suspension form, and is not limited to these forms.


When used as a pharmaceutical, a dosage form that can be orally administered is preferable because the composition of the present invention reaches the intestine. Examples of preferable dosage forms of the drug according to the present invention include tablets, coated tablets, capsules, granules, powders, solutions, syrups, troches and the like. These various preparations are prepared according to a conventional method by using glucan, which is the active ingredient, an excipient, a binder, a disintegrating agent, a lubricant, a coloring agent, a flavoring agent, a solubilizing agent, a suspending agent, a coating agent, etc. It can be formulated by admixing the auxiliaries usually used in the technical field of pharmaceutical formulation.


In some embodiment, the present invention can be used in combination with other food, drink, drugs and any other substances in order to enhance the efficacy of the present invention.


Beneficial Regulation of Gut Microbiota Yielding an Advantageous Fecal Metabolome Profile by Administration of AFO-202 Biological Response Modifier Glucan in an Stam Animal Model of Non-Alcoholic Steatohepatitis, Paving Way for Effective Utilization in Human Health and Disease.


Introduction:

With approximately 100 trillion micro-organisms existing in the human gastrointestinal tract, the microbiome is now considered as a virtual organ of the body. The microbiome encodes over three million genes producing thousands of metabolites compared to 23,000 genes of the human genome and hence replaces many of the functions of the host influencing the host's fitness, phenotype, and health. Gut microbiota influences several aspects of human health including immune, metabolic and neurobehavioural traits [D1]. In regard to functions, the gut microbiota ferments non-digestible substrates like dietary fibres and endogenous intestinal mucus. The fermentation supports the growth of specialist microbes that produce short chain fatty acids (SCFAs) and gases. Major SCFAs produced are acetate, propionate, and butyrate.


Butryate is needed to maintain colon's cells, it helps in apoptosis of colon cancer cells, activation of intestinal gluconeogenesis, having beneficial effects on glucose and energy homeostasis and maintenance of oxygen balance in the gut, preventing gut microbiota dysbiosis. Propionate is transported to the liver, where it regulates gluconeogenesis and acetate is an essential metabolite for the growth of other bacteria, as well as playing a role in central appetite regulation [D1].


Gut dysbiosis or the altered state of the microbiota community has been associated with several diseases including but not limited to diabetes, metabolic disorders, obesity, cancers, rheumatoid arthritis, neurological disorders such as Parkinson's disease, Alzheimer's′, multiple sclerosis and autism spectrum disorders (ASD) [D2,3]. The fecal metabolome represents the functional readout of the gut microbial activity and can be considered to be an intermediate phenotype mediating host-microbiome interaction. An average 67.7% (±18.8%) of the fecal metabolome's variance represents the gut microbial composition.


Fecal metabolic profiling thus is a novel tool to explore links among microbiome composition, host phenotypes and disease states [D4]. Probiotics and pre-biotic nutritional supplements represent the major strategy other than fecal microbiota transplantation to restore the dsybiotic gut to a healthy state. Beta glucans are one of the most promising nutritional supplements with established efficacy in metabolic diseases, diabetes, cancer, cardiovascular diseases and neurological diseases. Beta glucans produced from two strains AFO-202 and N-163 of a black yeast Aureobasidium pullulans derived beta glucan has been reported with beneficial effects in diabetes [D5], dyslipidemia [D6], ASD [D7,8], Duchenne muscular dystrophy (DMD) [D9], Non-alcoholic steatohepatitis (NASH) [D10] and infectious diseases including COVID-19 [D11,12].


In a previous study, the AFO-202 beta 1,3-1,6 glucan was able to balance the gut microbiome in children with ASD [D13]. In the study on STAM™ murine model of NASH, the AFO-202 beta glucan significantly decreased inflammation-associated hepatic cell ballooning and steatosis while the N-163 beta glucan decreased fibrosis and inflammation. The combination of AFO-202 with N-163 significantly decreased the Non-alcoholic fatty liver disease (NAFLD) Activity Score (NAS) [D10]. The present study was undertaken as an extension of this NASH study to study the fecal microbiome and metabolome profile before and after administration of AFO-202 beta glucan.


Methods:
Mice

The study is reported in accordance with Animal Research: Reporting of In Vivo Experiments (ARRIVE) guidelines. C57BL/6J mice were obtained from Japan SLC, Inc. (Japan). All animals used in this study were cared for under the following guidelines: Act on Welfare and Management of Animals (Ministry of the Environment, Japan, Act No. 105 of Oct. 1, 1973), standards relating to the care and management of laboratory animals and relief of pain (Notice No. 88 of the Ministry of the Environment, Japan, Apr. 28, 2006) and the guidelines for proper conduct of animal experiments (Science Council of Japan, Jun. 1, 2006). Protocol approvals were obtained from SMC Laboratories, Japan's IACUC (Study reference no: SP_SLMN128-2107-6_1). Mice were maintained in a specific pathogen-free (SPF) facility under controlled conditions of temperature (23±3° C.), humidity (50±20%), lighting (12-hour artificial light and dark cycles; light from 8:00 to 20:00) and air exchange.


The STAM model of NASH was induced as previously described [D10]. Mice were given a single subcutaneous injection of 200 μg streptozotocin (STZ, Sigma-Aldrich, USA) solution 2 days after birth and fed with a high-fat diet (HFD, 57 kcal % fat, Cat #HFD32, CLEA Japan, Inc., Japan) from 4-9 weeks of age. All mice develop liver steatosis and diabetes and at 3 weeks mice had established steatohepatitis, histologically.


Studygroups: There were five study groups, described below. Eight mice were included in each study group.


Group 1: Vehicle

Eight NASH mice were orally administered vehicle [RO water] in a volume of 5 mL/kg once daily from 6 to 9 weeks of age.


Group 2: AFO-202 Beta Glucan

Eight NASH mice were orally administered vehicle supplemented with AFO-202 Beta Glucan at a dose of 1 mg/kg in a volume of 5 mL/kg once daily from 6 to 9 weeks of age.


Group 3: Telmisartan

Eight NASH mice were orally administered vehicle supplemented with Telmisartan at a dose of 10 mg/kg once daily from 6 to 9 weeks of age.









TABLE 1







Study design and treatment schedule














No.
Test
Dose
Volume




Group
mice
substance
(mg/kg)
(mL/kg)
Regimen
Sacrifice





1
8
Vehicle

5
PO, QD,
9 wks







6-9 wks


2
8
AFO-202
1
5
PO, QD,
9 wks




Beta


6-9 wks




Glucan


3
8
Telmisartan
10
5
PO, QD,
9 wks







6-9 wks









Test Substances

AFO-202 Beta Glucan was provided by GN Corporation Co Ltd., Japan. Telmisartan (Micardis(R)) was purchased from Boehringer Ingelheim GmbH (Germany).


Randomization

NASH model mice were randomized into 3 groups of 8 mice at 6 weeks of age based on their body weight the day before the start of treatment. The randomization was performed by body weight-stratified random sampling using Excel software. NASH model mice were stratified by their body weight to get SD and the difference in the mean weights among groups as small as possible.


Animal Monitoring and Sacrifice

The viability, clinical signs (lethargy, twitching, labored breathing) and behavior were monitored daily. Body weight was recorded daily before the treatment. Mice were observed for significant clinical signs of toxicity, moribundity and mortality before administration and after administration. The animals were sacrificed at 9 weeks of age by exsanguination through direct cardiac puncture under isoflurane anesthesia (Pfizer Inc.).


Collection of Fecal Pellets Samples:

Frequency: Fecal samples were collected at the 6 weeks of age (before administration) and 9 weeks of age (before sacrifice).


Procedure: At 6 weeks of age, fecal samples were collected from each mouse by clean catch method. Handle animals with clean gloves sterilized with 70% ethanol. A sterile petri dish was placed on the bench. Gently massage the abdomen, position the bottom of mouse over a fresh petri dish, and collect 1-2 fecal pellets. At sacrifice, fecal samples were aseptically collected from cecum. The tubes with feces were placed on ice immediately. These tubes were snap frozen in liquid nitrogen and stored at −80° C. for shipping.


Microbiome Analysis:

In this analysis, the 16S rRNA sequence data acquired by the next-generation sequencer from the fecal RNA was used to perform community analysis using the QIIME2 program for microbial community analysis. The raw read data in FASTQ format output from the next-generation sequencer was trimmed to remove adapter sequences and low QV regions that may be included in the data. Cutadapt was used to remove adapter sequences from DNA sequencing reads. Trimmomatic was used as read trimming tool for Illumina NGS data. The adapter sequence was trimmed using the adapter trimming program “cutadapt” if the Trimming of the region at the end of the read sequence overlapped the corresponding sequence by at least one base (mismatch tolerance: 20%). When reads containing N were present in at least one of Read1 and Read2, both Read1 and Read2 were removed.


Illumina Adapter Sequence Information
Read1 3′ End Side





    • CTGTCTTCTATACACATCTCCGAGCCCACGAGAC





Read2 3′ End Side





    • CTGTCTTCTATACACATCTGACGCTGCCGACGA





Trimming of low QV regions was performed on the read data after processing using the QV trimming program “Trimmomatic” under the following conditions.


<QV Trimming Conditions>

The window of 20 bases is slid from the 5′ side, and the area where the average QV is less than 20 is trimmed.


After trimming, only the reads with more than 50 bases remaining in both Read1 and Read2 were taken as output.


Population Analysis

The microbial community analysis based on 16S rRNA sequence was performed on the sequence data trimmed in the previous section using the microbial community analysis program “QIIME2”. The annotation program “sklearn” included in QIIME2 is used to annotate the ASV (OTU) sequences.


Using “sklearn”, an annotation program included in QIIME2, the ASV (OTU) sequences obtained were annotated with taxonomy information [Kingdom (kingdom)/Phylum (phylum)/Class (class)/Order (order)/Family (family)/Genus/Species] based on the 16S rDNA database.


The data set of 16S rDNA database “greengenes” provided on the QIIME2 Resources site was used for the analysis. The ASVs (OTUs) obtained above were aggregated and graphed based on the taxonomy information a and the read counts of each specimen. Based on the composition of bacterial flora for each specimen compiled above, various index values for α-diversity were calculated.


Metabolome Analysis:

After lyophilization of the fecal sample, about 10 mg of the sample was separated, extracted by the Bligh-Dyer method, and the resulting aqueous layer1 was collected and lyophilized. The residue was derivatized using 2-methoxyamine hydrochloride and MSTFA, and submitted to gas chromatography-mass spectrometry (GC-MS) as an analytical sample. 2-Isopropylmalic acid was used as an internal standard. In addition, an operational blank test was also conducted.


Analytical equipment used was GCMS-TQ8030 (Shimadzu Corporation); Column BPX-5 (film thickness 0.25 μm, length 30 m, inner diameter 0.25 mm, Shimadzu GC).


Peak Detection and Analysis:

MS-DIAL ver.4.7 (http://prime.psc.riken.jp/compms/index.html) was used to analyze and prepare the peak list (peak height) under the conditions given in Table 2. In doing so, peaks that were detected in the QC samples and whose C.V. was less than 20% and whose intensity was more than twice that of the operating blank were treated as detected peaks.









TABLE 2







Abundance of all the bacteria analysed at baseline and post-intervention



















F18S_3


F18S_13-






F18S_1
AFO-
F18S_9-
F18S_11-
AFO-
F18S_19-





Control-
202 -
Telmisartan-
Control-
202-
Telmisartan-


Family
Genus
Species
pre
pre
pre
post
post
post



















text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed
Allobaculum


text missing or illegible when filed

12083
15713
6375
8007
6542
622



text missing or illegible when filed Turicibacteraceae


text missing or illegible when filed
Turicibacter


text missing or illegible when filed

12538
6159
9408
3346
2749
786



text missing or illegible when filed Desulfovibrionaceae


text missing or illegible when filed


text missing or illegible when filed

306
1398
3882
8016
10096
6012



text missing or illegible when filed Clostridiaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

7455
3689
7143
3479
2806
723



text missing or illegible when filed Lactobacillaceae


text missing or illegible when filed
Lactobacillus


text missing or illegible when filed

8text missing or illegible when filed
3433
416
11554
5804
254



text missing or illegible when filed Streptococcaceae


text missing or illegible when filed
Lactococeus


text missing or illegible when filed

5038
2755
2239
1081
2146
1948



text missing or illegible when filed Bacteroidaceae


text missing or illegible when filed
Bacteroides


text missing or illegible when filed

1091
1text missing or illegible when filed 07
1596
1562
2831
8412



text missing or illegible when filed [Paraprevotellaceae]


text missing or illegible when filed [Prevotella]


text missing or illegible when filed

962
1777
1674
540
1865
7582



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

17
680
1552
526text missing or illegible when filed
5964
6029



text missing or illegible when filed Deferribacteraceae


text missing or illegible when filed
Mucispirillum


text missing or illegible when filed
schaedleri

36
1486
4795
2087
1644
1921



text missing or illegible when filed Bacteroidaceae


text missing or illegible when filed
Bacteroides


text missing or illegible when filed
acidifaciens

322
781
983
2633
2161
2571



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

497
760
853
1386
1478
2764



text missing or illegible when filed Verrucomicrobiaceae


text missing or illegible when filed
Akkermansia


text missing or illegible when filed
muciniphila

21text missing or illegible when filed 1
1963
2305
0
746
320



text missing or illegible when filed Rikenellaceae


text missing or illegible when filed


text missing or illegible when filed

475
849
696
616
769
117text missing or illegible when filed



text missing or illegible when filed Enterobacteriaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
5
17
100
0
40



text missing or illegible when filed Lactobacillaceae


text missing or illegible when filed
Lactobacillus


text missing or illegible when filed

1729
1119
883
594
459
513



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

592
953
623
494
796
411



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

149
914
752
826
1194
1545



text missing or illegible when filed Peptostreptocpccaceae


text missing or illegible when filed


text missing or illegible when filed

1705
7
1121
1344
6text missing or illegible when filed 1
181



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

1015
1118
2041
582
398
898



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Coprococeus


text missing or illegible when filed

90
955
444
708
1191
1468



text missing or illegible when filed Bifidobacteriaceae


text missing or illegible when filed
Bifidobacterium


text missing or illegible when filed
pseudolongum

711
1236
1317
180
324
111



text missing or illegible when filed Enterobacteriaceae


text missing or illegible when filed
Proteus


text missing or illegible when filed

14
42
0
1432
520
1153



text missing or illegible when filed Lactobacillaceae


text missing or illegible when filed
Lactobacillus


text missing or illegible when filed Other

1456
362
64
2494
844
111



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

442
804
740
819
555
329



text missing or illegible when filed Porphyromonadaceae


text missing or illegible when filed
Parabacteroides


text missing or illegible when filed
distasonis

111
194
320
699
700
1437



text missing or illegible when filed Clostridiaceae


text missing or illegible when filed


text missing or illegible when filed

389
384
1242
387
572
79



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

41
289
420
998
1118
536



text missing or illegible when filed Desulfovibrionaceae


text missing or illegible when filed
Desulfovibrio


text missing or illegible when filed

0
8
65
734
739
503



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

331
629
708
155
495
271



text missing or illegible when filed Coriobacteriaceae


text missing or illegible when filed
Adlercreutzia


text missing or illegible when filed

1261
411
625
399
280
135



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

216
457
480
471
163
527



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed
Clostridium


text missing or illegible when filed
cocleatum

0
95
319
519
1185
696



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

532
1331
1164
50
257
266



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

250
302
319
522
564
995



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

35
267
481
611
832
436



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

238
1211
311
0
25
87



text missing or illegible when filed Turicibacteraceae


text missing or illegible when filed
Turicibacter


text missing or illegible when filed

822
472
586
269
206
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

119
46
611
119
119
253



text missing or illegible when filed Bacteroidaceae


text missing or illegible when filed
Bacteroides


text missing or illegible when filed

18
73
460
180
283
2042



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

82
400
293
267
804
621



text missing or illegible when filed Clostridiaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

923
362

text missing or illegible when filed 17

314
132
70



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Roseburia


text missing or illegible when filed

88
466
488
408
878
927



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

66
386
338
461
658
698



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

389
291
305
98
129
104



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

44
522
123
466
0
126



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

224
692
418
104
49
236



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

82
358
357
323
299
267



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Coprococcus


text missing or illegible when filed

38
349
126
297
454
562



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

146
230
322
199
549
144



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

153
3text missing or illegible when filed 8
237
340
131
410



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

7
199
116
283
2text missing or illegible when filed 5
590



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

263
65
562
169
100
245



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

386
162
375
62
433
686



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed
Allobaculum


text missing or illegible when filed

512
415
286
501
301
0



text missing or illegible when filed Desulfovibrionaceae


text missing or illegible when filed
Desulfovibrio


text missing or illegible when filed C21_c20

47
333
604
98
294
43



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

212
366
383
120
271
152



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

53
228
524
177
178
345



text missing or illegible when filed Streptococcaceae


text missing or illegible when filed
Lactococcus


text missing or illegible when filed
garvieae

167
0
11
0
0
8



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
227
0
0
0
0



text missing or illegible when filed Enterobacteriaceae


text missing or illegible when filed
Proteus


text missing or illegible when filed

0
0
0
507
184
386



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

76
760
44
103
0
786



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

162
376
399
120
103
74



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

38
471
278
31
179
331



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

273
690
371
0
38
44



text missing or illegible when filed Clostridiaceae


text missing or illegible when filed
Clostridium


text missing or illegible when filed Other

145
179
707
196
284
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

37
867
0
179
356
15



text missing or illegible when filed Clostridiaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

542
252
215
233
97
49



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

403
25
313
21
0
54



text missing or illegible when filed Clostridiaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

7text missing or illegible when filed 6
307
255
281
127
5text missing or illegible when filed



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

163
408
196
20text missing or illegible when filed
199
101



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

301
295
601
151
118
260



text missing or illegible when filed Bacteroidaceae


text missing or illegible when filed
Bacteroides


text missing or illegible when filed

11
74
170
20
66
1596



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

165
318
327
67
220
125



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

264
754
323
0
39
3text missing or illegible when filed



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

310
363
120
177
58
281



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

69
329
284
164
288
393



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Anaerotruncus


text missing or illegible when filed

38
189
638
112
113
12text missing or illegible when filed



text missing or illegible when filed Alcaligenaceae


text missing or illegible when filed
Sutterella


text missing or illegible when filed

257
217
191
399
107
63



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

169
368
394
83
85
54



text missing or illegible when filed F16


text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed 10

0
329
117
0
22text missing or illegible when filed



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

305
37
320
0
0
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

456
0
276
360
170
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

146
175
168
173
91
325



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

206
230
476
0
0
153



text missing or illegible when filed Rikenellaceae


text missing or illegible when filed


text missing or illegible when filed

0
162
259
135
264
134



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

656
0
62
492
0
30



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
118
250
126
244
359



text missing or illegible when filed Clostridiaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
164
693
119
235
39



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

46
111
78
160
205
239



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

117
97
160
249
220
138



text missing or illegible when filed Enterococcaceae


text missing or illegible when filed
Enterococcus


text missing or illegible when filed

45
42
32
822
61
0



text missing or illegible when filed Rikenellaceae


text missing or illegible when filed


text missing or illegible when filed

39
147
239
119
230
96



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

188
153
208
40
59
79



text missing or illegible when filed Lactobacillaceae


text missing or illegible when filed
Lactobacillus


text missing or illegible when filed
reuteri

517
157
0
428
340
0



text missing or illegible when filed Bacteroidaceae


text missing or illegible when filed
Bacteroides


text missing or illegible when filed
acidifaciens

0
90
161
124
202
127



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

75
162
202
51
2text missing or illegible when filed 4
451



text missing or illegible when filed Enterobacteriaceae


text missing or illegible when filed
Escherichia


text missing or illegible when filed
coli

0
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

16
262
152
135
137
280



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

117
2text missing or illegible when filed 6
228
29
17
254



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

84
173
157
2text missing or illegible when filed 0
62
92



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

1text missing or illegible when filed 9
0
988
0
0
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

11
149
463
230
27
251



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

51
67
46
287
224
163



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

88
185
148
190
272
63



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

28
54
390
17
62
117



text missing or illegible when filed Enterobacteriaceae


text missing or illegible when filed
Klebsiella


text missing or illegible when filed Other

0
0
0
225
0
33



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

11
105
76
51
99
187



text missing or illegible when filed Enterobacteriaceae


text missing or illegible when filed
Klebsiella


text missing or illegible when filed

0
0
0
210
0

text missing or illegible when filed 7




text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

11
491
0
32
61
261



text missing or illegible when filed Lactobacillaceae


text missing or illegible when filed
Lactobacillus


text missing or illegible when filed

167
26
4
857
183
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

27
23text missing or illegible when filed
57
102
117
248



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
114
209
176
243
0



text missing or illegible when filed Erysipclotrichaceae


text missing or illegible when filed
Allobaculum


text missing or illegible when filed

0
0
203
0
0
59



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

72
267
131
0
0
84



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

34
188
207
15
165
271



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

4

text missing or illegible when filed 4

362
263
8
173



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

18
70
58
149
183
269



text missing or illegible when filed Lactobacillaceae


text missing or illegible when filed
Lactobacillus


text missing or illegible when filed
reuteri

339
55
0
470
93
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

40
88
158
77
244
273



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

27
93
50
122
193
139



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

90
0
1text missing or illegible when filed 8
0
103
125



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

91
97
64
55
8text missing or illegible when filed
111



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

22
69
315
31
45
119



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

40
75
104
60
198

text missing or illegible when filed 8




text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

123
161
60
36
39
74



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

22
16text missing or illegible when filed
19
229
192
98



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

22
18
28
40
109
376



text missing or illegible when filed Coriobacteriaceae


text missing or illegible when filed
Adlercreutzia


text missing or illegible when filed

121
196
110
63
33
30



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

43
83
200
53
95
118



text missing or illegible when filed Clostidiaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

100
0
0
0
0
0



text missing or illegible when filed Turicibacteraceae


text missing or illegible when filed
Turicibacter


text missing or illegible when filed

521
0
125
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

49
105
193
0
81
143



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

13
10text missing or illegible when filed
215
36
75
119



text missing or illegible when filed Dehalobacteriaceae


text missing or illegible when filed
Dehalobacterium


text missing or illegible when filed

20
38
43
100
256
268



text missing or illegible when filed Staphylococcaceae


text missing or illegible when filed
Staphylococcus


text missing or illegible when filed Other

177
72
110
88
81
34



text missing or illegible when filed Rikenellaceae


text missing or illegible when filed


text missing or illegible when filed

13
62
61
139
140
97



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

155
109
87
63
114
98



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

53
188
60
0
0
68



text missing or illegible when filed Staphylococcaceae


text missing or illegible when filed
Staphylococcus


text missing or illegible when filed
sciuri

184
66
34
139
63
41



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

356
0
103
25
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

72
98
157
16
119
124



text missing or illegible when filed Coriobacteriaceae


text missing or illegible when filed
Adlercreutzia


text missing or illegible when filed

176
96
101
34
46
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

34
67
61
103
101
120



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Clostridium


text missing or illegible when filed Other

0
32
85
15
15
40



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Coprococcus


text missing or illegible when filed

56
92
151
69
61
85



text missing or illegible when filed Desulfovibrionaceae


text missing or illegible when filed


text missing or illegible when filed

4
41
50
90
18text missing or illegible when filed
148



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

32
162
94
28
23
103



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

22
2text missing or illegible when filed 5
0
53
0
272



text missing or illegible when filed Dehalobacteriaceae


text missing or illegible when filed
Dehalobacterium


text missing or illegible when filed

0
34
41
9text missing or illegible when filed
203
239



text missing or illegible when filed Coriobacteriaceae


text missing or illegible when filed
Adlercreutzia


text missing or illegible when filed

108
127
90
52
63
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

14
39
37

text missing or illegible when filed 3

108
119



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

87
193
168
48
17
14



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
0
0
101
4text missing or illegible when filed 3



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

56
158

text missing or illegible when filed 5

33
47
51



text missing or illegible when filed Streptococcaceae


text missing or illegible when filed
Streptococcus


text missing or illegible when filed

0
0
0
112
106
44



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

0
107
83
126
165
37



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
144
102
0
102
173



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

50
158
231
11
17
10



text missing or illegible when filed Coriobacteriaceae


text missing or illegible when filed
Adlercreutzia


text missing or illegible when filed

142

text missing or illegible when filed 9

74
26
19
8



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

220
7
2text missing or illegible when filed
55
52
57



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed
Clostridium


text missing or illegible when filed
cocleatum

0
0
0
106
222
119



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

15
36
53
93
160

text missing or illegible when filed 0




text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

7
40
27
64
61
81



text missing or illegible when filed Bacteroidaceae


text missing or illegible when filed
Bacteroides


text missing or illegible when filed

0
0
55
0
0
468



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
46
59
87
97
53



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed


text missing or illegible when filed

21
41
41
81
139
72



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

42
11
52
53
86
90



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Dorea


text missing or illegible when filed

23
46
28
50
63
154



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
70
78
94



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

34
130
168
0
29
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
87
92
0
96
138



text missing or illegible when filed Lactobacillaceae


text missing or illegible when filed
Lactobaccilus


text missing or illegible when filed Other

107
148
0
83
189
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
39
34
29
73
48



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

24
95
99
0
52
101



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
43
55
64
52

text missing or illegible when filed 9




text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

55
52
67
0
53
71



text missing or illegible when filed [Mogibacteriaceae]


text missing or illegible when filed


text missing or illegible when filed

55
76
36
44
53
28



text missing or illegible when filed Peptococcaceae


text missing or illegible when filed


text missing or illegible when filed

18
80
43
36
152
42



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

42
42
13
0
0
40



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
36
0
83
0
213



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

31
99
76
33
36
19



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

17
25

text missing or illegible when filed 5

26
88
135



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

15
110
97
4
14
53



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

43
135
33
0
0
87



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

15
35
57
33
100
42



text missing or illegible when filed Lactobacillaceae


text missing or illegible when filed
Lactobaccilus


text missing or illegible when filed
reuteri

80
103
0
76
178
0



text missing or illegible when filed Coriobacteriaceae


text missing or illegible when filed
Adlercreutzia


text missing or illegible when filed

112
73
58
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

12
0
0
36
0
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
0
64
48
113
49



text missing or illegible when filed Turicibacteraceae


text missing or illegible when filed
Turicibacter


text missing or illegible when filed

0
0
0
134
0
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
0
45
128
53
41



text missing or illegible when filed Rikenellaceae


text missing or illegible when filed


text missing or illegible when filed

11
14
25
84
84
86



text missing or illegible when filed Enterobacteriaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
99
0
0



text missing or illegible when filed Rikenellaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

5
40
47
37
43
53



text missing or illegible when filed Porphytext missing or illegible when filed ceae


text missing or illegible when filed
Parabacteroides


text missing or illegible when filed

0
2text missing or illegible when filed
16
63
72
79



text missing or illegible when filed Lactobacillaceae


text missing or illegible when filed
Lactobaccilus


text missing or illegible when filed Other

87
86
0
81
146
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
47
60
0
38
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

13
53
27
22
73
45



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

15
30
35
0
83
109



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

8
50
85
43
14
19



text missing or illegible when filed Enterobacteriaceae


text missing or illegible when filed
Klebsiella


text missing or illegible when filed Other

0
0
0
82
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

32
73
63
0
5
3



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

8
6text missing or illegible when filed
48
24
67
137



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
0
102
134
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
67
71
0
30
65



text missing or illegible when filed Bacteroidaceae


text missing or illegible when filed
Bacteroides


text missing or illegible when filed
acidifaciens

0
0
27
31
35
35



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed


text missing or illegible when filed

85
29
51
7
14
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Dorea


text missing or illegible when filed

18
0
98
6
15
74



text missing or illegible when filed Enterobacteriaceae


text missing or illegible when filed
Enterobacter


text missing or illegible when filed Other

125
0
0
30

text missing or illegible when filed

41



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
42
0
82
45



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

1text missing or illegible when filed

text missing or illegible when filed 3

61

text missing or illegible when filed 0

44
12



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
0
0
68
184



text missing or illegible when filed Rikenellaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
31
61
55
43



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
63

text missing or illegible when filed 9

12
45
79



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
98
0
0
273



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
18
39
65
87



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
47
79
0
37
72



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
23
38
28
78
85



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

6
15
3
111
127
0



text missing or illegible when filed Streptococcaceae


text missing or illegible when filed
Staphylococcus


text missing or illegible when filed

53
0
0
168
30
27



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
77
96
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
87
60
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
219
101



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0

text missing or illegible when filed 0

10
15
29
71



text missing or illegible when filed Aerococcaceae


text missing or illegible when filed
Aerococcus


text missing or illegible when filed

7
0
0
22
85
187



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
61
0
111
108



text missing or illegible when filed Streptococcaceae


text missing or illegible when filed
Staphylococcus


text missing or illegible when filed

40
18
0
120
0
3text missing or illegible when filed



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

19
31
0
14
71
26



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

11
36
0
7
11
51



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

6
15
0
13
110
43



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
6
0
0
266



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
19
0
0
64
48



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

12
86
30
0
63
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed [Ruminococcus]


text missing or illegible when filed
gnavus

51
0
27
18
26
95



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
65
48
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
0
81
45



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

11
25
37
23
16
23



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
69
0
99
90



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

38
0
0
46
67
11



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
0
56
53



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
40
68
0
0
57



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Clostridium


text missing or illegible when filed Other

0
0
0
18
0
101



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
16
0
23



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
42
13
18
62
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

9
0
23
40
0
51



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
20
25
0
62
38



text missing or illegible when filed Desulfovibrionaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
23
0
54
42



text missing or illegible when filed Dehalobacteriaceae


text missing or illegible when filed
Dehalobacterium


text missing or illegible when filed

11
31
24
0
0
0



text missing or illegible when filed Porphytext missing or illegible when filed


text missing or illegible when filed
Parabacteroides


text missing or illegible when filed

0
9
3
29
19
115



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

0
21
44
15
38
22



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Coprococcus


text missing or illegible when filed

10
39
23
6
12
46



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
8
0
0
0
77



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
0
70
38



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Coprococcus


text missing or illegible when filed

0
16
34
25
0
49



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
87
0
67
0



text missing or illegible when filed Christensenellaceae


text missing or illegible when filed


text missing or illegible when filed

49
0
37
8
15
9



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
11
44
8
19
8



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
95
0
54
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Coprococcus


text missing or illegible when filed

0
0
11
19
54
29



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
0
0
0



text missing or illegible when filed Enterococcaceae


text missing or illegible when filed
Va
text missing or illegible when filed coccus


text missing or illegible when filed

11
0
0
0
14
20



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed
Clostridium


text missing or illegible when filed
cocleatum

0
0
16
28
61
34



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

9
25
92
0
0
0



text missing or illegible when filed Desulfovibrionaceae


text missing or illegible when filed
Bilophila


text missing or illegible when filed

0
8
11
13
46
17



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
22
107
0
0
0



text missing or illegible when filed Corynebacteriaceae


text missing or illegible when filed
Corynebacterium


text missing or illegible when filed
stationis

72
0
0
18
23
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
43
0
41
0
34



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
27
26
82



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

22
9
14
7
0
10



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
6
31
26
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
22
108
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
67
84



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
30
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed


text missing or illegible when filed

5
52
27
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
24
96
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
54
90
0
0
0



text missing or illegible when filed Dehalobacteriaceae


text missing or illegible when filed
Dehalobacterium


text missing or illegible when filed

3
8
3
19
23
43



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
71
0
0
0
68



text missing or illegible when filed Streptococcaceae


text missing or illegible when filed
Streptococcus


text missing or illegible when filed
luteciae

25
19
12
0
15
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
55
0
0
82
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

9
0
0
38
0
36



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
A
text missing or illegible when filed otruncus


text missing or illegible when filed

0
7
6
13
23
11



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

0
63
10
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Clostridium


text missing or illegible when filed Other

0
0
26
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
31
10
0
0
10



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
13
11
6
18
22



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Coprococcus


text missing or illegible when filed

0
13
20
19
25
30



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

20
39
12
12
0
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
113
0



text missing or illegible when filed Atext missing or illegible when filed ceae


text missing or illegible when filed


text missing or illegible when filed

21
25
16
0
2
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
60



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
54
0
0
30



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
0
47
0
6
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
107



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
35
0
27
9



text missing or illegible when filed Bacteroidaceae


text missing or illegible when filed
Bacteroides


text missing or illegible when filed
acidifaciens

0
0
0
105
0
0



text missing or illegible when filed Bacteroidaceae


text missing or illegible when filed
Bacteroides


text missing or illegible when filed
acidifaciens

0
6
0
3
32
11



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Dorea


text missing or illegible when filed

11
21
25
3
0
8



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

4
14
10
0
8
11



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
80
7
0
0
13



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

11
0
20
0
0
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

20
0
1
0
0
1



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
19
14
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

4
42
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
13
0
9
15
9



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
42
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
0
14
13
20
19



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed


text missing or illegible when filed

38
0
0
0
0
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
0
6text missing or illegible when filed
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
11
13
0
17
9



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

15
76
0
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
21
22
0
0
14



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
49
0
0
0



text missing or illegible when filed F16


text missing or illegible when filed


text missing or illegible when filed

0
66
0
0
18
0



text missing or illegible when filed Christensenellaceae


text missing or illegible when filed


text missing or illegible when filed

6
17
19
0
5
5



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
9
12
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
80
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

8
12
14
4
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
19
0
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

15
0
0
0
18
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
0
0
0



text missing or illegible when filed Enterococcaceae


text missing or illegible when filed
Vagococcus


text missing or illegible when filed

29
0
0
0
0
26



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

14
9
23
0
0
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed
Coprabacillus


text missing or illegible when filed

11
2text missing or illegible when filed
11
0
0
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
22
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
9
11
0
0
9



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
38
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
14
0
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0

text missing or illegible when filed

0
15
14
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
0
0
0
31



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Coprococcus


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
8
10
9
5



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed


text missing or illegible when filed

0
9
6
0
14
2



text missing or illegible when filed Rikenellaceae


text missing or illegible when filed


text missing or illegible when filed

0
7
0
8
4
11



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
40



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

15
11
8
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
10
15
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Clostridium


text missing or illegible when filed Other

0
0
0
0
0
28



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed


text missing or illegible when filed

7
18
9
0
9
0



text missing or illegible when filed Streptococcaceae


text missing or illegible when filed
Streptococcus


text missing or illegible when filed
minor

0
9
9
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
27
0
8
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

13
7
7
0
0
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
36
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

14
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
13
8
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
0
7
11
0
12



text missing or illegible when filed Streptococcaceae


text missing or illegible when filed
Streptococcus


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
42
0
0
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
0
0
42



text missing or illegible when filed [Mogibacteriaceae]


text missing or illegible when filed


text missing or illegible when filed

7
4
0
0
12
0



text missing or illegible when filed Enterobacteriaceae


text missing or illegible when filed
Enterobacter


text missing or illegible when filed Other

13
0
0
0
0
0



text missing or illegible when filed Eubacteriaceae


text missing or illegible when filed
A
text missing or illegible when filed tis


text missing or illegible when filed

0
13
5
2
0
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
19



text missing or illegible when filed Aerococcaceae


text missing or illegible when filed
Aerococcus


text missing or illegible when filed

0
0
0
0
0
39



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
21
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
0
0
10
12



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
16
5
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
5
9
10
8



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Coprococcus


text missing or illegible when filed

0
17
0
0
0
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
35
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
33
0
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
12
11
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
8
0
0
14
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
0
0
32
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

0
15
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
31
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
30
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
14
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
16
0
8
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

0
0
0
12
8
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

6
7
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
14
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
14
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
20
0
0
0



text missing or illegible when filed Corynebacteriaceae


text missing or illegible when filed
Corynebacterium


text missing or illegible when filed
stationis

26
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
4
5
0
0
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
13



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
0
0
0
26



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

13
11
0
0
0
0



text missing or illegible when filed [Mogibacteriaceae]


text missing or illegible when filed


text missing or illegible when filed

11
0
0
0
4
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed
Coprobacillus


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed
Clostridium


text missing or illegible when filed
cocleatum

0
0
0
2
0
1



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Coriobacteriaceae


text missing or illegible when filed


text missing or illegible when filed

0
7
0
0
0
0



text missing or illegible when filed Coriobacteriaceae


text missing or illegible when filed
Adlercreutzia


text missing or illegible when filed

4
0
0
0
0
0



text missing or illegible when filed Leucontext missing or illegible when filed ceae


text missing or illegible when filed
Weissella


text missing or illegible when filed
parame
text missing or illegible when filed enteroides

2
0
0
0
3
12



text missing or illegible when filed Enterococcaceae


text missing or illegible when filed
Vagococcus


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Buty
text missing or illegible when filed coccus


text missing or illegible when filed
pullic
text missing or illegible when filed um

0
0
6
0
0
0



text missing or illegible when filed [Mogibacteriaceae]


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
12
6



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
8
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
20
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
20
0
0
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
9
11



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
9
0
0
0
0



text missing or illegible when filed Planococcaceae


text missing or illegible when filed
Sporosarcina


text missing or illegible when filed

0
0
0
8
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Bl
text missing or illegible when filed


text missing or illegible when filed
producta

0
7
0
0
6
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
7
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

0
15
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
15
0
0



text missing or illegible when filed Coriobacteriaceae


text missing or illegible when filed
Adlercreutzia


text missing or illegible when filed

10
0
0
4
0
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0

text missing or illegible when filed

9
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
14
0



text missing or illegible when filed Deferribacteraceae


text missing or illegible when filed
Mucispirillum


text missing or illegible when filed
schaedleri

0
0
0
0
0
0



text missing or illegible when filed Methylobacteriaceae


text missing or illegible when filed
Methylobacterium


text missing or illegible when filed Other

0
0
0
0
0
0



text missing or illegible when filed Methanobacteriaceae


text missing or illegible when filed
Methanobrevibacter


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0

text missing or illegible when filed

0
2
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
12
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Dorea


text missing or illegible when filed

11
0
0
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Dorea


text missing or illegible when filed

0
4
7
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
0
11
0
0
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
11
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
11
0
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

0
0
0
0
0
11



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
10
0
0
0
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed
Clostridum


text missing or illegible when filed
cocleatum

0
0
0
0
0
0



text missing or illegible when filed Clostridiaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
10
0
0
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
6
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
0
0
0
0
10



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

9
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
9



text missing or illegible when filed Streptococcaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Turicibacteraceae


text missing or illegible when filed
Turicibacter


text missing or illegible when filed

7
0
0
0
0
0



text missing or illegible when filed S24-7


text missing or illegible when filed


text missing or illegible when filed

0
7
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
7
0
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
7
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
3
0
4



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Ruminococcus


text missing or illegible when filed

0
0
0
0
0
7



text missing or illegible when filed Moraxellaceae


text missing or illegible when filed
Psychrobacter


text missing or illegible when filed Other

3
0
0
0
0
0



text missing or illegible when filed Paenibacillaceae


text missing or illegible when filed Other


text missing or illegible when filed Other

0
6
0
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Coprococcus


text missing or illegible when filed

0
6
0
0
0
0



text missing or illegible when filed Bacillaceae


text missing or illegible when filed
Bacillus


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Enterococcaceae


text missing or illegible when filed
Vagococcus


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
6



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

5
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
5
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Oscillospira


text missing or illegible when filed

0
4
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Erysipelotrichaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
4
0
0
0



text missing or illegible when filed Other


text missing or illegible when filed Other


text missing or illegible when filed Other

0
0
0
0
0
4



text missing or illegible when filed Clostridiaceae


text missing or illegible when filed
Clostridium


text missing or illegible when filed Other

3
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed
Buty
text missing or illegible when filed coccus


text missing or illegible when filed
pulli
text missing or illegible when filed um

0
0
0
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
3
0
0
0



text missing or illegible when filed Deferribacteraceae


text missing or illegible when filed
Mucispirillum


text missing or illegible when filed
schaedleri

0
0
0
0
3
0



text missing or illegible when filed Turicibacteraceae


text missing or illegible when filed
Turicibacter


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
3



text missing or illegible when filed Verrucomicrobiaceae


text missing or illegible when filed
Akkermansia


text missing or illegible when filed
phil

2
0
0
0
0
0



text missing or illegible when filed [Mogibacteriaceae]


text missing or illegible when filed


text missing or illegible when filed

0
2
0
0
0
0



text missing or illegible when filed Alcaligenaceae


text missing or illegible when filed
S
text missing or illegible when filed ella


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed
Dorea


text missing or illegible when filed
longicateria

0
0
2
0
0
0



text missing or illegible when filed Ruminococcaceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
2
0



text missing or illegible when filed Lachnospiraceae


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
0



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

0
0
0
0
0
2






text missing or illegible when filed indicates data missing or illegible when filed







Differential Abundance Analysis, PCA and PCA, OPLS-DA and Clustering Analysis:

Principal component analysis (PCA) and orthogonal partial least squares-discriminant analysis (OPLS-DA) were performed to visualize the metabolic differences among the experimental groups. For principal component analysis, SIMCA-P+ ver.17 (Umetrics) was used. The normalized peak heights of the sample-derived peaks were used to perform principal component analysis using all samples and five points (F18S-12, F18S-14, F18S-16, F18S-18, and F18S-20). Transform was set to none, and Scaling was set to Pareto scaling. Differential metabolites were selected according to the statistically significant variable importance in the projection (VIP) values obtained from the OPLS-DA model. Hierarchical Cluster Analysis (HCA) and heat maps were performed using R (https://www.r-project.org/).


Statistical Analysis:

Statistical data were analysed using Microsoft Excel statistics package analysis software. Graphs were prepared using Origin Lab's Originb 2021 software. For normally distributed variables, t-test or ANOVA with Tukey HSD was used and P values<0.05 were considered significant. For OPLS-DA, values from two-tailed Student's t-tests were applied on the normalized peak areas; metabolites with VIP values>1 and P values<0.05 were included. The Euclidean distance and Ward's method were used to analyze the heat map. The mean and variance were normalized so that the mean is 0 and the variance is 1.


Results:

There were no significant differences in mean body weights at any day during the treatment period between the control group and the other treatment groups. There were no significant differences in mean body weights on the day of sacrifice between the treatment groups.


Gut Microbiome Analysis:

With regard to the taxonomic profiling, firmicutes represented the most abundant phyla followed by Bacteroidetes (FIG. 1)


When individual taxa were analysed in each of the beta glucan groups comparing it to Telmisartan (standard), decrease in enterobacteria was highest in AFO-202 group (FIG. 2A). Decrease in Decrease in Firmicutes was highest in AFO-202 group (FIG. 2B).


Fecal Metabolome Analysis:

The resulting score plot of the principal component analysis using the normalized peak heights of the 10 samples (Pre- and post intervention of five groups), is shown in FIG. 3. The contribution of the first principal component was 55%, and that of the second principal component was 20%. Principal component analysis of post-intervention samples using the peak heights after normalization and the obtained score plot is shown in FIGS. 4A and 4C and the loading plot in FIGS. 4B and 4D. The contribution of the first principal component was 49% and that of the second principal component was 34%.


Peak height of all the detected metabolite compounds after normalization is available in Table 3. The values which showed decrease post-intervention are highlighted in bold in the different groups. The number of peaks detected in the QC samples was 108, of which 53 peaks were qualitatively determined and 55 peaks were unknown.


Differential abundance analysis, log 2 fold change results are shown in FIG. 5.









TABLE 3







Peak height of all the detected metabolite compounds after normalization












Name
Gr. 1 Control
Gr. 2-AFO-202
Telmisartan

















S.
of the


Differ-


Differ-


Differ-


No
Compound
Pre
Post
ence
Pre
Post
ence
Pre
Post
ence




















1
2-Aminobutyric
16544.74
40209.97
23665.23
23704.19
27627.27
3text missing or illegible when filed 23.08
2text missing or illegible when filed 46.06
43700.57
17954.52



acid-2TMS


2
2-Hydroxyisobutyric
36888.72
145407.17
108518.45
38444.81
146808.33
108363.52

text missing or illegible when filed 2.36

170732.7text missing or illegible when filed
133880.36



acid-2TMS


3
3-Aminoglutaric
2064.63
11599.10
9534.47
2674.96
8297.81
5622.84
3808.51
12436.04
8627.53



acid-3TMS


4
3-Hydroxybutyric
78693.42
32663.28

−46030.14

49425.90
15869.18

−33556.73

15499.52
10891.34

−4608.17




acid-2TMS


5
3-Methyl-
2494.33
15765.26
13270.93
5771.05
12154.53
6383.48
7152.49
12393.37
5240.87



2-oxotext missing or illegible when filed leric



acid-text missing or illegible when filed -TMS


6
4-Hydroxyphenyltext missing or illegible when filed
71212.24
90389.17
1text missing or illegible when filed 176.93
38406.22
61406.93
23000.73
36067.25

text missing or illegible when filed 4

3815.29



acid-2TMS


7
5-Aminovaleric
359981.32
177455.86

−182525.46

28606.18
220398.9text missing or illegible when filed
191792text missing or illegible when filed
28517.91
2text missing or illegible when filed 2458.93
26394.02



acid-3TMS


8
5-Oxoproline-
86202.33
183221.07
97018.7text missing or illegible when filed
101052.25
142117.70
41065.45
113169.35

text missing or illegible when filed .94


text missing or illegible when filed .59




2TMS


9
Acetylglycine-
622text missing or illegible when filed .84

text missing or illegible when filed .14

16600.30
62217.0text missing or illegible when filed
75225.0text missing or illegible when filed
13007.93

text missing or illegible when filed .14


text missing or illegible when filed .2

2text missing or illegible when filed



TMS


10
Alanine-2TMS
462486.71
9text missing or illegible when filed 2281.83
469795.13
575514.07
709299.17
133785.10
544032.text missing or illegible when filed
1268525.27
724492.text missing or illegible when filed 0


11
Asparagtext missing or illegible when filed -
50264.14
47387.02

−2877.12

52065.54
39742.05

−12323.49


text missing or illegible when filed .79

68357.text missing or illegible when filed
10864.48



3TMS


12
Aspartic
122316.67
309390.39
187073.73
168305.85
250489.61
82183.75
183416.60
4text missing or illegible when filed .75
2text missing or illegible when filed 17.15



acid-3TMS


13
Fructose-text missing or illegible when filed -

custom-character

999935.86

−726073.07

323320.36
936708.26
613387.90
325202.45
111093text missing or illegible when filed .22
7857text missing or illegible when filed .77



5TMS


14

text missing or illegible when filed

36824.30
44185.98
7361.68
57488.33
33927.51

−23560.
text missing or illegible when filed 3


text missing or illegible when filed .59

24027.13

−65
text missing or illegible when filed 28.4text missing or illegible when filed




4TMS


15
Galactose-text missing or illegible when filed -
92513.44
457335.67

text missing or illegible when filed 822.23

177745.54
661315.76
48text missing or illegible when filed .22
359608.12

text missing or illegible when filed .00


−170827.12




5TMS


16
Glucose-text missing or illegible when filed -
299911.54
17403text missing or illegible when filed .37
1440487.83
842456.89
996893.55
154436.66
400546.16

text missing or illegible when filed 55701.34


text missing or illegible when filed




5TMS


17
Glutamic
197256.75
658386.79
461130.05
264245.78
515323.80
251078.03

text missing or illegible when filed 61041.65

74375text missing or illegible when filed .06
382709.41



acid-3TMS


18
Glutamine-
60900.94
73851.25
12950.31
45289.87
46071.10
781.23
4text missing or illegible when filed 99.14
7text missing or illegible when filed 644.26
30745.13



3TMS


19
Glycerol-
100045.16
5text missing or illegible when filed 2115.32
412070.17
193048.44
332266.23
139217.82
283873.86
324467.91
405text missing or illegible when filed



3TMS


20
Glycine-
17text missing or illegible when filed 941.04
19text missing or illegible when filed 667.24
14726.20
182268.66
182802.22
533.56
179124.text missing or illegible when filed 5
288456.14
109331.29



3TMS


21
Hypoxanthine-
1820text missing or illegible when filed .77
73610.39
554text missing or illegible when filed 0.63
25970.42
54650.62
28680.21
33144.25
5text missing or illegible when filed .97
23680.72



2TMS


22
Itext missing or illegible when filed -
20341.44
29963.22
9621.79
27134.0text missing or illegible when filed
52940.46
25806.38
24548.88
37226.82
12677.9text missing or illegible when filed



4TMS


23
Isoleucine-
240751.6text missing or illegible when filed
255text missing or illegible when filed .87
14928.19
213617.13
18text missing or illegible when filed .81

−28538.33

175687.57
381173.16
205text missing or illegible when filed



2TMS


24
Lactic acid-
126966.77
174366.10
43399.33
161320.99
112769.78

−48551.21

71969.33
36363.66

−35605.88




2TMS


25
Leucine-
405177.22
48496text missing or illegible when filed
79792.64
381285.89
366743.37

−14542.52

364222.text missing or illegible when filed 0
631954.96
267732.46



2TMS


26
Lysine-
453167.29
1042910.27
589742.text missing or illegible when filed
578069.33
771280.17
193210.94
592034.86
952876.14
360841.28



4TMS


27
Malic acid-
15431.92
50833.82
35401.90
18557.13
136072.04
117514.91
54899.38
38544.73

−16354.66




3TMS


28
Mannose-text missing or illegible when filed -
46604.74
101647.05
55042.30
58090.57
125118.62
67028.06
79951.11
65364.10

−14587.00




3TMS


29
Methionine-
72809.85
128516.text missing or illegible when filed 4
55706.text missing or illegible when filed
84612.94
90620.text missing or illegible when filed
6007.93
103825.98
168797.44
6text missing or illegible when filed 1.46



2TMS


30
N-Acetyltext missing or illegible when filed -
51349.02
194543.7text missing or illegible when filed
143194.68
95958.86
210636.96
114678.10
207515.87
90678.54

−116837.33




4TMS


31
Nicottext missing or illegible when filed
8270.text missing or illegible when filed
31967.10
23696.54
12163.20
23936.48
11773.28
1835text missing or illegible when filed .32
23826.50
5467.18



acid-TMS


32
Norvaline-

text missing or illegible when filed 4923.32

100191.34
5268.03
82912.31
73583.61

−9328.70

72621.50
110365.67
37744.18



TMS


33

text missing or illegible when filed thine-

45698.47
101711.56
56013.10
40654.29
52324.86
11670.57
44496.80
62226.84
17730.04



4TMS


34
Phenylalamine-
173673.02
290028.18
116355.17
186230.03
228284.46
42048.43
208441.78
342996.16
134text missing or illegible when filed 4.38



2TMS


35
Phosphoric
13703.35
692470.05
678766.text missing or illegible when filed

text missing or illegible when filed 467.68

765279.47
709811.79
107073.44
122301.92
15228.48



acid-3TMS


36
Proline-
57195.44
92021.21
34825.77
77037.72
103324.97
26287.25

text missing or illegible when filed 6.02

151136.53
52750.51



2TMS


37
Ptext missing or illegible when filed -
90940.03
4806.17

−86133.86

30410.15
5030.93

−25379.22

21749.text missing or illegible when filed
6122.text missing or illegible when filed

−15626.91




4TMS


38
Pyruvic
31557.87
108630.32
77072.65
40255.26
105996.98
65741.72
41703.69
116493.60
74789.91



acid-text missing or illegible when filed -TMS


39
Ribotext missing or illegible when filed
90115.51
64726.74
−25388.76
85151.16
66560.71
−18390.46
95701.95
64707.65
−30994.30



acid-5TMS


40
Ribtext missing or illegible when filed -
199285.35
806414.91
607129.56
321848.24
706173.47
384325.23
510635.39
6996text missing or illegible when filed 0.70
189015.32



4TMS


41
#Sz,899;-
134100.10
150072.29
15972.text missing or illegible when filed 9
134521.62
135009.56
487.94
124526.34
206603.text missing or illegible when filed 4
820text missing or illegible when filed .40



3TMS


42
Spetext missing or illegible when filed -
11571.text missing or illegible when filed 9
14335.92
2text missing or illegible when filed 64.13
8257.93
7462.86

−795.07

9612.text missing or illegible when filed 4
8122.10

−1490.65




3TMS


43
Succinic
200720.47
75253.68

−125466.79

32921.32
139text missing or illegible when filed 291.07
1365369.7text missing or illegible when filed
263097.91

text missing or illegible when filed 13904.61

50806.69



acid-2TMS


44
Taurine-
15049.13
66033.11
50983.98
14685.18
46705.91
32020.73
14857.44
24726.77
9869.33



3TMS


45
Ttext missing or illegible when filed nine-
137361.71
175385.78
38024.08
137475.15
135608.93

−1866.22

122185.79
240869.77
118683.98



3TMS


46
Thytext missing or illegible when filed -
5319.57
16561.64
11242.07
6636.79
13272.69
6635.90
12893.64
7133.20

−5760.44




2TMS


47
Tryptophan-
21044.89
2089text missing or illegible when filed .79

−149.10

17365.35
18254.73
889.38
16169.30
28678.00
12text missing or illegible when filed 08.70



3TMS


48
Tyrosine-
273469.68
438287.99
164818.32
293828.48

text missing or illegible when filed 51487.07

576text missing or illegible when filed 8.59
309190.46
42582text missing or illegible when filed .94
116635.49



3TMS


49
Uracil-
25078.62
92837.69
67759.07
44546.07
84845.85
40299.79
74843.38
71567.16

−3276.22




2TMS


50
Valine-
353165.15
405846.51
52681.36
290698.34
255449.25

−35249.
text missing or illegible when filed 8

254032.97
521841.20
267808.23



2TMS


51
Xanthine-
53777.98
130586.54
76808.56
79540.73
113793.80
34253.08
101684.60
103194.40
1text missing or illegible when filed 09.80



3TMS


52
Xylose-text missing or illegible when filed -
174559.36
290187.08
115627.72
186404.46
228374.90
41970.44
208text missing or illegible when filed 74.29
343176.94
134602.65



4TMS






text missing or illegible when filed indicates data missing or illegible when filed







Score plots of PCA and compounds with a VIP value of 1 or higher in the OPLS-DA are shown in FIG. 6 and Table 4 shows the compounds with a VIP value of 1 or higher and their Coefficients in OPLS-DA. The results of the principal component analysis of the control group showed that the contribution of the first principal component axis (PC1) was 96.7% and that of the second principal component axis (PC2) was 1.5%. In AFO-202 group, PCA showed that PC1 and PC2 contributed 90.4% and 4.9%, respectively. In the Telmisartan group, PC1 and PC2 contributed 95.1% and 1.9%, respectively.









TABLE 4







Coefficients of Metabolite compounds with a VIP value


of 1 or higher in OPLS-DA in the different groups









Coefficients











No.
Metabolites
Control
AFO-202
Telmisartan














1
Glucose-meto-5TMS
−0.000108
−0.000091
−0.000139


2
Fructose-meto-5TMS
0.000133
−0.000173
−0.000209


3
Phosphoric acid-3TMS
−0.000125


4
Ribose-meto-4TMS
−0.000116
−0.000132
−0.000083


5
Lysine-4TMS
−0.000116
−0.000083
−0.000120


6
Alamine-2TMS
−0.000109
−0.000003
−0.000171


7
Glutamic acid-3TMS
−0.000100
−0.000101
−0.000149


8
Glycero-3TMS
−0.000102
−0.000080


9
Galactose-meto-5TMS
−0.000092
−0.000144
0.000094


10
Aspartic acid-3TMS
−0.000063
−0.000061
−0.000113


11
5-Aminovaleric acid-3TMS
0.000069
−0.000103
−0.000123


12
Tyrosine-3TMS
−0.000064

−0.000043


13
N-Acetylmannosamine-meto-4TMS
−0.000055
−0.000068


14
Succinic acid-2TMS
0.000059
−0.000259


15
Phenylalanine-2TMS
−0.000049

−0.000087


16
Xylose-meto-4TMS
−0.000048

−0.000087


17
2-Hydroxyisobutyric acid-2TMS
−0.000054
−0.000072
−0.000072


18
5-Oxoproline-2TMS
−0.000043


19
Phosphoric acid-3TMS

−0.000197


20
Malic acid-3TMS

−0.000077


21
Mannose-meto-5TMS

−0.000057


22
Pyruvic acid-meto-TMS

−0.000065
−0.000046


23
Lactic acid-2TMS


24
Valine-2TMS


−0.000075


25
Leucine-2TMS


−0.000087


26
Isoleucine-2TMS


−0.000083


27
Threonine-3TMS


−0.000080


28
Glycine-3TMS


−0.000058


29
5-Oxoproline-2TMS


−0.000064


30
Serine-3TMS


−0.000065









In all the groups except telmisartan, phosphoric acid shoed the highest log 2 fold change in terms of increase. Putrescine showed the highest decrease. In regard to specific compounds, increase in succinic acid was highest in AFO-202 (P-value=0.06) with statistical significance (FIG. 7A). Increase in phosphoric acid was also high in AFO-202 (FIG. 7B), though not significant (p-value=0.21). Decrease in fructose was highest in AFO-202 (FIG. 7C) (p-value=0.0007). Euclidean distance hierarchical clustering analysis demonstrating the different intensity levels of characteristic metabolites also matched the above observations (FIG. 8 and FIG. 9)


Discussion:

This is the first study to investigate profiles of fecal gut microbiome and metabolome in a NASH model of mice with relevance to beta glucans specially so for two different beta glucans produced by different strains of same species of black yeast A. pullulans. Beta glucans are obtained from different sources and the functionality depends on the source and extraction/purification processes [D14]. The beta glucans described in the study from AFO-202 strain of the A. pullulans black yeast are unique as they are produced as an exopolysaccharide without the need for extraction/purification and hence the biological actions are superior [D15].


The AFO-202 beta glucan has been reported to have superior metabolic benefits by regularization of blood glucose levels [D5] apart from immune enhancement in immune-infectious illnesses such as COVID-19 [D11,12] and has been reported to produce positive effects on melatonin and alpha-synuclein neurotransmitters apart from improving sleep and behaviour in neurodevelopmental disorders such as ASD [D7,8]. In the NASH animal study, AFO-202 beta glucan has been able to significantly decrease inflammation-associated hepatic cell ballooning and steatosis [D10].


The N-163 beta glucan has been able to produce immune-modulatory benefits in terms of regulating dyslipidaemia evident from balance of the levels of non-esterified fatty acids [D16] and decrease in fibrosis and inflammation in NASH [D10]. The combination of AFO-202 and N-163 beta glucans has been able to decrease in pro-inflammatory markers and increase in anti-inflammatory markers in an advantageous manner in healthy human volunteers [D17], decrease the NAFLD Activity Score (NAS) in the NASH model [D10] and significantly control of immune-mediated dysregulated levels of IL-6, CRP and Ferritin in Covid-19 patients [D11,12]. In the study done on gut microbiome analysis in ASD subjects, there was efficient control of enterobacteria apart from beneficial reconstitution of the gut microbiome favourable for producing benefits in ASD by AFO-202 beta glucan [D13]. In the current study, we sought to evaluate the benefits of AFO-202 and N-163 individually and in combination in the NASH animal model.


The STAM model of NASH used in the study is a disease model, the Stelic Animal model [D10,18,19], in which mice are allowed to develop liver steatosis by injection streptozotocin solution 2 days after birth and fed with a high-fat diet. This model recapitulates most of the features of metabolic syndrome which occurs in humans wherein obesity and a high fat diet gives rise to diabetes, dyslipidaemia and liver steatosis.


Therefore, the gut microbiome profiles and fecal metabolite profiles that are present at baseline can be considered to recapitulate that which is present in metabolic syndrome [D20,21] which over time will produce pathophysiological problems in different organ systems of the body including the heart, liver, kidney apart from immune-metabolic interactions leading to a declined immune system with aging and its associated complications.


Therefore, the present study will serve as a forerunner to study the effects of the beta glucans on different aspects of metabolic syndrome associated pathologies as well as conditions associated with immune-metabolic interactions including neurological disorders in which such immune-metabolic interactions have profound implications [D20].


Relevance of Metabolome and Microbiome to NASH:

An abundance of bacterial species, such as Proteobacteria, Enterobacteria, and Escherichia coli has been reported in humans with NAFLD[D21, 22]. In the current study, a decrease in Enterobacteria with AFO-202 was reported.


Potentials in Neurological Illnesses:
Neurodevelopmental and Neurodegenerative:

We have earlier reported the decrease in Enterobacteria, Escherichia coli, Akkermansia muciniphila CAG:154, Blautia spp., Coprobacillus sp., and Clostridium bolteae CAG:59, with an increase of Faecalibacterium prausnitzii and Prevotella copri after AFO-202 consumption in children with ASD [D13]. In the present study as well, the decrease in enterobacteria was highest in AFO-202 group (FIG. 5A). Succinic acid which has been reported to be lower in ASD individuals [D23] was found to increase the highest in AFO-202 group (FIGS. 7A-C). In regard to neurodegenerative diseases such as Parkinson's disease, amino acids such as isoleucine, and leucine have been found to be higher in the fecal metabolome [D24]. In the present study, decrease in these amino acids were highest in the AFO-202 group (FIGS. 7D-E).


Other Implications:

Use of Steroids has been reported to cause increase in E-Coli, enterococcus while decrease in Bacteroides [D25]. In the current study, the control of enterobacteria with increase in Bacteroides by AFO-202 make it worthy adjuncts for medications such as steroids as well.


Conclusion:

In summary, black yeast A. pullulans' strain AFO-202 produced beta glucans increase the gut microbial diversity, control the harmful bacteria, promote healthy ones apart from producing beneficial differences in fecal metabolites, all indicative of a healthy profile both individually and in combination in this NASH animal model. AFO-202 will serve as a worthy treatment adjunct for neurodevelopmental conditions such as ASD and neurodegenerative conditions such as PD. With further validation on the correlation between gut microbiome and fecal metabolites in specific conditions, these safety proven prebiotics have potential applications in promoting a healthy life.


Increasing Gut Microbiota

There is increasing evidence that gut dysbiosis plays a critical role in the development and progression of several neurodevelopmental conditions such as autism spectrum disorders (ASD), neuroinflammatory conditions such as multiple sclerosis (MS) and neurodegenerative diseases such as Alzheimers (AD) and Parkinson's disease (PD). The biofilms and byproducts of the bacteria especially the Gram-negative enteric bacteria mediate the effects of the altered gut microbiome in these disease conditions. Amyloid proteins constitute the major part of the biofilms especially the Curli amyloid whose characteristics have been reported to be similar to pathological and immunomodulatory human amyloids such as Alzheimer's disease associated amyloid-β, ASD and PD associated α-synuclein [A1].


Though these reports discuss on the correlation of the levels of these amyloids, enteric bacteria and the neural diseases, there has been no simple and safe intervention with subjective and objective correlation to a clinical benefit associated by altering the gut microbiota to a beneficial advantage. We herein report the outcome of beneficial reconstitution of gut microbiota especially those of the bacteria which are associated with Alpha synuclein and Curli amyloids after consumption of Beta 1,3-1,6 Glucans in children with autism spectrum disorder in a clinical pilot study.


The emerging evidence of constant communication and interaction between the gut and the brain through the gut-brain axis has begun to unravel its significance associated with the health of the central nervous system. Any dysbiosis of the gut microbiota has been shown to influence the development and progression of neurological pathologies of developmental (autism spectrum disorder [ASD]), inflammatory (multiple sclerosis [MS]), and degenerative (Alzheimer's disease [AD] and Parkinson's disease [PD]) disorders (Kang et al., 2019). The mechanisms involve activation of the immune system; production of inflammatory cytokines and chemokines (e.g., IL-6 and TNF-α); and alteration of the gut barrier permeability, which in turn is due to the increased levels of circulating lipopolysaccharide in these neurological disorders. These mechanisms modulate the neurotrophic factors, activity of the central and peripheral nervous system, and the endocrine pathways, all of which contribute to the onset or the phenotypic expression of neuropsychiatric and neurodevelopmental disorders (Santocchi et al., 2020).


Another important player is the amyloid protein, which has self-aggregation properties. Even non-identical amyloid proteins can accelerate reciprocal amyloid aggregation in a prion-like fashion. Nearly 30 amyloidogenic proteins are encoded by humans, whereas some functional amyloids are produced by the gut microbiome (Werner et al., 2020). Of importance are cell-surface amyloid proteins called curli, which are produced by certain enterobacteria that in turn accelerate formation of α-synuclein (αSyn), which is a presynaptic neurotransmitter that is crucial in the initiation and pathogenesis of neurological disorders such as ASD, PD, AD, and MS (Sampson et al., 2020). Though these reports (Sampson et al., 2020; Werner et al., 2020; Santocchi et al., 2020) discuss the correlation of the levels of these amyloids, enteric bacteria, and neural diseases, there has been no simple and safe intervention with subjective and objective correlation to a clinical benefit that can be derived based on an associated balancing of the gut microbiota.


We herein report the outcome of beneficial reconstitution of gut microbiota, especially those of the bacteria associated with αSyn and curli amyloids after consumption of beta 1,3-1,6 glucans in children with ASD in a clinical pilot study. The beta-glucan studied (Nichi Glucan) was obtained from the AFO-202 strain of a black yeast called Aureobasidium pullulans that has beneficial advantages in metabolic disorders by alleviating glucotoxicity (Dedeepiya et al., 2012), lipotoxicity (Ganesh et al., 2014; Ikewaki et al., 2021a), lipidemia-induced hepatic fibrosis (Ikewaki et al., 2021b), inflammation (Ikewaki et al., 2021b) apart from immune-enhancement (Ikewaki et al., 2021c), and modulation in COVID-19 (Raghavan et al., 2022), which have been reported in translational and clinical studies.


The effects of this AFO-202 beta glucan in terms of behavioural (Raghavan et al., 2021a) and sleep pattern improvement (Raghavan et al., 2021b), increase in levels of plasma αSyn (Raghavan et al., 2021a), and serum melatonin (Raghavan et al., 2021b) levels in children with ASD has been reported. We report the effects of AFO-202 beta glucan on the gut microbiome in children with ASD who participated in our pilot study.


The beta-glucan studied (Nichi Glucan) was obtained from the AFO-202 strain of a black yeast called Aureobasidium pullulans that has beneficial advantages in metabolic disorders by alleviating glucotoxicity [B5], lipotoxicity [B6, B7], lipidemia-induced hepatic fibrosis [B8], inflammation [B8] apart from immune-enhancement [B9], and modulation in COVID-19 [B10], which have been reported in translational and clinical studies. The effects of this AFO-202 beta glucan in terms of behavioural [E11] and sleep pattern improvement [B12], increase in levels of plasma αSyn [E11], and serum melatonin [B12] levels in children with ASD has been reported. We report the effects of AFO-202 beta glucan on the gut microbiome in children with ASD who participated in our pilot study.


In this randomized pilot clinical study, we have evaluated the gut microbiota of subjects with autism spectrum disorder (ASD) after consumption of Aureobasidium pullulans (black yeast) AFO-202 strain-produced beta glucan, Nichi Glucan.


Example 1
Methods:

The study was conducted in 18 subjects who were randomly allocated; six subjects (n=6) to the control group (Gr.1) who underwent conventional treatment comprising remedial behavioural therapies and L-carnosine 500 mg per day, and twelve subjects (n=12) Gr. 2 underwent supplementation with an Aureobasidium black yeast AFO-202 (Aureobasidium pullulans strain AFO-202 (also referred to as FO-68 [accession number: FERM BP-19327])) derived beta glucan, Nichi Glucan 0.5 g twice daily along with the conventional treatment. Stool samples from the subjects was collected at baseline and after the intervention. The samples were sequenced using Novaseq 6000 with a read length of 151 bp and taken for whole genome metagenome analysis.


Thirteen subjects (four in control (Gr.1) and nine in Nichi Glucan (Gr.2) completed the study. The sample reads were filtered for human DNA contamination. The alignment to the human genome was around 18.98%. The filtered reads were then aligned to bacterial, fungal, viral and archea genomes. The overall alignment to the bacterial genome was around 40%. However, the alignment to the viral, fungi and archea genomes was around 0.05-0.2%. De novo assembly was carried out using the pre-processed reads to obtain the scaffolds. These scaffolds were then used for gene prediction. Bacterial abundance was analysed.


Results:

The abundance of Enterobacter was decreased almost to nil in the Nichi Glucan (Gr.2) group after intervention while it increased from 0.36% to 0.85% in the control group (FIG. 10). The abundance of Bacteroides increased from 16.84 to 19.09% in the control while it decreased from 11.60 to 11.43% in the Gr. 2 (FIG. 11) after intervention. The abundance of Prevotella increased in both Gr.1 and Gr.2 (FIG. 12). The decrease in abundance of Lactobacillus was significant in Gr.2 compared to Gr. 1 (FIG. 13).


Conclusion:

Earlier reports have indicated a lower abundance of Prevotella, higher abundance of Lactobacillus and Bacteroides in children with autism spectrum disorders [A2]. MS patients also have been reported to have a lower abundance of Prevotella [A4]. Enterobacter produce functional amyloid proteins termed curli which promotes human amyloid α-synuclein (αSyn) pathology and the aggregation of curli and αSyn stimulates pathological and immunological processes that lead to the neurodevelopmental and neurodegenerative diseases such as ASD, MS, PD and AD [A1]. The results of this study which have produced favorable results after Nichi Glucan consumption in the gut microbiota by alleviate the pathological processes behind such neurodevelopmental and neurodegenerative diseases involving amyloid accumulations warrant larger clinical studies to recommend this as a routine food supplement in patients with neurodegenerative and neuroinflammatory conditions apart from research to explore their mechanisms and further potentials.


Example 2
Methods:

Eighteen subjects with ASD were randomly allocated: six subjects in the control group (Group 1): conventional treatment comprising remedial behavioural therapies and L-carnosine 500 mg per day, and 12 subjects (Group 2) underwent supplementation with Nichi Glucan 0.5 g twice daily along with the conventional treatment for 90 days.


Results:

Whole genome metagenome (WGM) sequencing of the stool samples at baseline and after intervention, showed that among genera of relevance, the abundance of Enterobacteria was decreased almost to zero in Group 2 after intervention, whereas it increased from 0.36% to 0.85% in Group 1. The abundance of Bacteroides increased in Group 1, whereas it decreased % in Group 2. The abundance of Prevotella increased in both Group 1 and Group 2. The decrease in abundance of Lactobacillus was significant in Group 2 compared to Group 1. Among species, a decrease was seen in Escherichia coli, Akkermansia muciniphila CAG:154, Blautia spp., Coprobacillus sp., and Clostridium bolteae CAG:59, with an increase of Faecalibacterium prausnitzii and Prevotella copri, which are both beneficial.


Conclusion:

AFO-202 beta 1,3-1,6 glucan apart from balancing the gut microbiome in children with ASD, its role in effective control of curli-producing enterobacteria that leads to α-synuclein (αSyn) misfolding and accumulation, may have a prophylactic role in Parkinson's and Alzheimer's diseases as well.


Trial Registration:

The study was registered in India's clinical trial registry CTRI, Ref no:

    • CTRI/2020/10/028322. URL:
    • http://ctri.nic.in/Clinicaltrials/showallp.php?mid1=47623&EncHid=&userName=ken max.


Example 3
Methods:

This study was approved by the institutional ethics committee of the hospital in which the study took place and was registered as a clinical trial in the national clinical trial registry. The caregivers of each subject gave their informed consent for inclusion before participation in the study. The study was conducted in accordance with the Declaration of Helsinki.


Patient Involvement:

Patients were involved in the design and conduct of this research. During the feasibility stage, priority of the research question, choice of outcome measures, and methods of recruitment were informed by discussions with patients through a focus group session and structured interviews. Once the trial has been published, participants will be informed of the results through a study newsletter suitable for a non-specialist audience.


Study Design

The subjects enrolled in the study had received a diagnosis of ASD from a developmental pediatrician, which was verified by a psychologist using a clinical interview for a behavioural pattern that incorporated the Childhood Autism Rating Scale score.


Eighteen subjects with ASD were enrolled in this prospective, open-label, pilot clinical trial comprised of two arms. The CONSORT flow diagram is presented in FIG. 14.


Study Groups

Arm 1 or Group 1 (control group): Six subjects with ASD underwent conventional treatment comprising remedial behavioural therapies and L-carnosine 500 mg per day.


Arm 2 or Group 2 (Nichi Glucan group): 12 subjects underwent supplementation with Nichi Glucan food supplement along with conventional treatment (remedial behavioural therapies and L-carnosine 500 mg per day). Each subject consumed two sachets (0.5 g each) of Nichi Glucan daily—one sachet with a meal twice daily—for 90 days.


The inclusion and exclusion criteria along with the assessment of behavioural and sleep pattern apart from evaluation of levels of αSyn and melatonin are available in the results of the clinical trial reported earlier (Raghavan et al., 2021a,b)


Faecal Sample Collection and Preparation

Faecal samples were collected at baseline and 90 days after the intervention using a sterile faecal collection kit and the samples were kept at −20° C. until they were transferred to the laboratory and processed. Samples for DNA extraction were stored at −80° C. until needed for analysis.


DNA Extraction

Total microbial DNA was extracted from faeces of each specimen using the QIAAmp DNA Mini Kit (Qiagen) according to manufacturer's instructions. Each batch of specimens were extracted with negative buffer control (extraction control).


Library Preparation

Whole-genome metagenome sequencing libraries were prepared. In brief, the DNA was sheared using a Covaris ultrasonicator. Sheared DNA was subjected to a sequence of enzymatic steps for repairing the ends and tailing with dA by ligation of indexed adapter sequences. These adapter-ligated fragments were then cleaned up using SPRI beads. Next, the clean fragments are indexed using limited cycle PCR to enrich the adapter-ligated molecules. Finally, the amplified products were purified and checked before sequencing.


Metagenome Sequencing

Prepared libraries were sequenced using Novaseq 6000 with a read length of 151 bp. The samples were taken for whole genome metagenome analysis. Initially, the reads were filtered for human DNA contamination (FIGS. 15-17). The alignment to the human genome was around 18.98%. The filtered reads were then aligned to bacterial, fungal, viral, and archea genomes (FIG. 18). The overall alignment to the bacterial genome was around 40%. However, the alignment to the viral, fungi, and archaea genomes was around 0.05-0.2%. De novo assembly was carried out using the preprocessed reads to obtain the scaffolds, which were then used for gene prediction. The abundances at the phylum, genus, and species level were evaluated.


Microbiome Bioinformatics

The following bioinformatics pipeline was used to perform whole-genome-sequencing metagenomic analysis. The quality of the raw data was analysed and the adapters were trimmed. The low-processed reads were first aligned to human genome to remove unaligned reads that were then assembled using METASPADES de novo assembler for metagenomics. After assembly, the gene prediction was performed using PRODIGAL. The predicted genes were then searched against existing genes in the NCBI database using the DIAMOND MEGAN5 program. The occurrence of dominant microbial population was studied at various levels (phylum, class, order, family, and genus) based on the taxonomic abundance in the given samples. The dominance was calculated based on the amount of sequence obtained from samples, community composition, and the contig size distribution. Chimeric sequences were identified and filtered from the analysis.


Statistical Analysis

Statistical data were analysed using Microsoft Excel statistics package analysis software. Paired t tests were also calculated using this package, and P values<0.05 were considered significant.


Results

Eighteen patients who fulfilled all the selection criteria and none of the exclusion criteria were selected to begin the study. During enrolment, one participant in the treatment group (Group 2) dropped out before the study began. During the study, four subjects were lost to follow-up: two in Group 1 (one dropped out due to social problems in the family, and the other relocated to another city) and two in Group 2 (one dropped out due to social problems in the family, and the other relocated to another city). After excluding these four subjects, 13 subjects were included in the analysis.


The pre-processed reads were first aligned with the human genome (hg19) using BWA-MEM aligner to remove human genome contamination from the samples. The uncontaminated sequences were then taken for further alignment with known bacteria, fungi, virus, and archaea bacteria genomes using BWA MEM aligner. Around 7-12% of the reads mapped to the human genome, and the bacterial genome with 30-60% mapped reads.


Regarding the SEED average, there was several fold decrease in all the gene annotations (metabolites and metabolic functions) in the AFO-202 Nichi Glucan treatment group including Carbohydrates, Fatty acids, lipids, virulence, metabolite damage and nitrogen metabolism (FIG. 19 and Table 5).


Bacterial kingdom was the most abundant organism type one. In both Group 1 (control) and Group 2 (Nichi Glucan), both before and after intervention, phylum Firmicutes was the most abundant followed by Bacteroidetes (FIG. 20). Although in Group 1 Proteobacteria was the next most abundant followed by Actinobacteria, this relationship was reversed in Group 2 (FIG. 21).


Among the genera of relevance, the abundance of Enterobacter was decreased to almost zero in Group 2 after intervention, while it increased from 0.36% to 0.85% in Group 1 (FIG. 22A). The abundance of Bacteroides increased from 16.84% to 19.09% (p-value=0.42) in Group 1, while it showed little significant difference (11.60% and 11.43%) (p value=0.46) (FIG. 22B) after intervention. The abundance of Prevotella increased in both Group 1 and Group 2 (FIG. 22C). The decrease in abundance of Lactobacillus was significant in Group 2 compared to Group 1 (FIG. 22D). Desulfovibrio decreased from 0.40% to 0.28% in Gr.2. Species abundance increased in Group 2 after intervention. Faecalibacterium prausnitzii, Bifidobacterium longum, and Firmicutes bacterium CAG:124 represented the most abundant species (FIG. 23 and FIG. 24). Escherichia coli decreased in both Group 1 and Group 2 but the difference was significant in Group 2 (p-value=0.02) (FIG. 25A). Faecalibacterium prausnitzii increased in both Group 1 and Group 2 but the difference was significant in Group 2 (p-value=0.041) (FIG. 25B). Akkermansia muciniphila CAG:154 (FIG. 25C) and Clostridium bolteae CAG:59 increased in the Group 1, whereas it decreased in Group 2 (FIG. 25D). Prevotella copri increased in both the groups. Blautia spp., Coprobacillus sp., and several Clostridium spp. decreased in both the groups.


The data of the genus and species level abundance in Gr. 1 and Gr. 2 are presented in Tables 5-9.









TABLE 5







Genus level: Mean and percentage abundance as baseline


and post-intervention in Gr. 1 (Control)











Percentage



Mean abundance
of abundance















Post-

Post-


S.


Inter-

Inter-


No
Genus
Baseline
vention
Baseline
vention















1

Bacteroides

16395
16956
16.84
19.09


2

Prevotella

2019
7252
2.07
8.16


3

Clostridium

6277
5792
6.45
6.52


4

Faecalibacterium

4646
5398
4.77
6.08


5

Bifidobacterium

7375
4809
7.58
5.41


6

Blautia

6123
4175
6.29
4.70


7

Roseburia

3257
3564
3.35
4.01


8

Eubacterium

2268
3016
2.33
3.40


9

Ruminococcus

3484
2066
3.58
2.33


10

Lachnoclostridium

1289
1682
1.32
1.89


11

Hungatella

66
1381
0.07
1.55


12

Dialister

983
1380
1.01
1.55


13

Klebsiella

1121
1357
1.15
1.53


14

Alistipes

3487
1352
2.55
1.52


15

Enterococcus

4721
1270
4.85
1.43


16

Veillonella

0
1244
0.00
1.40


17

Akkermansia

827
1126
0.85
1.27


18

Streptococcus

384
1093
0.39
1.23


19

Megasphaera

64
1084
0.07
1.22


20

Anaerostipes

393
1020
0.40
1.15


21

Parabacteroides

1686
971
1.73
1.09


22

Lactobacillus

1857
956
1.91
1.08


23

Coprococcus

897
915
0.92
1.03


24

Dorea

1352
862
1.39
0.97


25

Butyricicoccus

1339
815
1.38
0.94


26

Flavonifractor

669
823
0.69
0.93


27

Escherichia

1062
822
1.09
0.92


28

Odoribacter

1036
803
1.06
0.90


29

Enterobacter


355


757


0.36


0.85



30

Subdoligranulum

802
597
0.82
0.67


31

Oscillibacter

699
569
0.72
0.64


32

Bilophila

0
552
0.00
0.62


33

Eggerthella

829
548
0.85
0.62


34

Collinsella

1617
541
1.66
0.61


35

Turicibacter

0
415
0.00
0.47


36

Mitsuokella

0
409
0.00
0.46


37

Catenibacterium

540
403
0.55
0.45


38

Fusicatenibacter

434
392
0.45
0.44


39

Romboutsia

206
357
0.21
0.40


40

Haemophilus

88
346
0.09
0.39


41

Gemmiger

524
343
0.54
0.39


42

Sutterella

139
301
0.14
0.34


43

Lachnospira

0
294
0.00
0.33


44

Mycoplasma

292
251
0.30
0.28


45

Holdemanella

585
199
0.60
0.22


46

Parasutterella

0
197
0.00
0.22


47

Weissella

173
177
0.18
0.20


48

Ruminiclostridium

174
148
0.18
0.17


49

Chlamydia

133
147
0.14
0.16


50

Dakarella

97
147
0.10
0.16


51

Lactococcus

144
144
0.15
0.16


52

Clostridioides

107
126
0.11
0.14


53

Terrisporobacter

0
123
0.00
0.14


54

Coprobacillus

224
114
0.23
0.13


55

Adlercreutzia

405
101
0.42
0.11


56

Butyrivibrio

121
90
0.12
0.10


57

Anaerotruncus

135
81
0.14
0.09


58

Bacillus

262
69
0.27
0.08


59

Agathobaculum

54
67
0.05
0.08


60

Shigella

53
60
0.05
0.07


61

Tyzzerella

13
59
0.01
0.07


62

Oribacterium

145
52
0.15
0.06


63

Intestinimonas

91
50
0.09
0.06


64

Citrobacter

0
49
0.00
0.06


65

Fusobacterium

0
46
0.00
0.05


66

Acholeplasma

0
41
0.00
0.05


67

Pseudoflavonifractor

68
40
0.07
0.05


68

Raoultella

0
32
0.00
0.04


69

Muribaculum

0
31
0.00
0.03


70

Acidiphilium

27
29
0.03
0.03


71

Paenibacillus

110
28
0.11
0.03


72

Acidaminococcus

0
25
0.00
0.03


73

Salmonella

0
22
0.00
0.03


74

Anaeromassilibacillus

179
22
0.18
0.02


75

Pantoea

0
21
0.00
0.02


76

Intestinibacter

0
21
0.00
0.02


77

Eisenbergiella

85
20
0.09
0.02


78

Prevotellamassilia

0
20
0.00
0.02


79

Anaerotignum

0
17
0.00
0.02


80

Selenomonas

0
16
0.00
0.02


81

Actinomyces

0
16
0.00
0.02


82

Paraprevotella

26
10
0.03
0.01


83

Porphyromonas

0
9
0.00
0.01


84

Barnesiella

129
0
0.13
0.00


85

Anaerococcus

141
0
0.14
0.00


86

Stenotrophomonas

13
0
0.01
0.00


87

Finegoldia

82
0
0.08
0.00


88

Pediococcus

10
0
0.01
0.00


89

Solobacterium

27
0
0.03
0.00


90

Peptoniphilus

929
0
0.95
0.00


91

Urinacoccus

144
0
0.15
0.00


92

Enterorhabdus

46
0
0.05
0.00


93

Slackia

69
0
0.07
0.00


94

Achromobacter

59
0
0.06
0.00


95

Lysinibacillus

1130
0
1.16
0.00


96

Olsenella

192
0
0.20
0.00


97

Comamonas

131
0
0.13
0.00


98

Ruthenibacterium

63
0
0.06
0.00


99

Viridibacillus

40
0
0.04
0.00


100

Rummeliibacillus

603
0
0.62
0.00


101

Gordonibacter

735
0
0.75
0.00


102

Drancourtella

19
0
0.02
0.00


103

Monoglobus

24
0
0.02
0.00


104

Lagierella

39
0
0.04
0.00


105

Peptococcus

27
0
0.03
0.00


106

Senegalimassilia

122
0
0.13
0.00


107

Libanicoccus

25
0
0.03
0.00


108

Urmitella

24
0
0.02
0.00


109

Paraclostridium

19
0
0.02
0.00


110

Acinetobacter

1273
0
1.31
0.00


111

Anaerocolumna

9
0
0.01
0.00


112

Marvinbryantia

22
0
0.02
0.00


113

Robinsoniella

50
0
0.05
0.00


114

Neglecta

33
0
0.03
0.00


115

Butyricimonas

180
0
0.19
0.00


116
unknown
6947
5101
7.14
5.74
















TABLE 6







Genus level: Mean and percentage abundance as baseline


and post-intervention in Gr. 2 (Nichi Glucan)










Mean abundance
Percentage of abundance












S.


Post-

Post-


No
Genus
Baseline
Intervention
Baseline
Intervention















1

Bacteroides

13463
14088
11.60
11.43


2

Clostridium

8728
12105
7.52
9.83


3

Bifidobacterium

6771
5625
5.84
4.57


4

Faecalibacterium

5291
9278
4.56
7.53


5

Enterococcus

4583
40
3.95
0.03


6

Eubacterium

4380
5007
3.78
4.06


7

Ruminococcus

4265
6143
3.68
4.99


8

Blautia

4196
3973
3.62
3.22


9

Alistipes

3187
2268
2.75
1.84


10

Collinsella

2542
1590
2.19
1.29


11

Parabacteroides

2419
1307
2.08
1.06


12

Oscillibacter

1956
2542
1.69
2.06


13

Prevotella

1887
5979
1.63
4.85


14

Lactobacillus

1860
1093
1.60
0.89


15

Roseburia

1756
7932
1.51
6.44


16

Trichosporon

1683
0
1.45
0.00


17

Dorea

1592
1585
1.37
1.29


18

Lachnoclostridium

1360
1056
1.17
0.86


19

Olsenella

1354
246
1.17
0.20


20

Escherichia

1346
505
1.16
0.41


21

Klebsiella

1067
80
0.92
0.06


22

Gemmiger

970
1161
0.84
0.94


23

Streptococcus

925
521
0.80
0.42


24

Coprococcus

910
1228
0.78
1.00


25

Subdoligranulum

904
1112
0.78
0.90


26

Eggerthella

871
190
0.75
0.15


27

Dialister

765
1062
0.66
0.86


28

Hungatella

732
175
0.63
0.14


29

Lysinibacillus

709
0
0.61
0.00


30

Acinetobacter

677
0
0.58
0.00


31

Pediococcus

662
0
0.57
0.00


32

Holdemanella

649
546
0.56
0.44


33

Butyricicoccus

623
1257
0.54
1.02


34

Catenibacterium

620
470
0.53
0.38


35

Cloacibacillus

602
265
0.52
0.21


36

Pichia

588
0
0.51
0.00


37

Odoribacter

577
271
0.50
0.22


38

Rummeliibacillus

555
0
0.48
0.00


39

Weissella

555
24
0.48
0.02


40

Flavonifractor

545
729
0.47
0.59


41

Senegalimassilia

505
56
0.43
0.05


42

Megasphaera

464
1203
0.40
0.98


43

Romboutsia

463
130
0.40
0.11


44

Desulfovibrio

461
344
0.40
0.28


45

Fusicatenibacter

452
641
0.39
0.52


46

Sutterella

436
780
0.38
0.63


47

Mycoplasma

424
265
0.37
0.21


48

Peptoniphilus

413
0
0.36
0.00


49

Ruminiclostridium

411
387
0.35
0.31


50

Anaerotruncus

410
485
0.35
0.39


51

Butyrivibrio

404
315
0.35
0.26


52

Methanobrevibacter

395
368
0.34
0.30


53

Megamonas

392
501
0.34
0.41


54

Bacillus

326
150
0.28
0.12


55

Butyricimonas

319
39
0.28
0.03


56

Anaerostipes

318
485
0.27
0.39


57

Phascolarctobacterium

317
464
0.27
0.38


58

Akkermansia

305
498
0.26
0.40


59

Gordonibacter

304
0
0.26
0.00


60

Coprobacillus

295
438
0.25
0.36


61

Coraliomargarita

294
339
0.25
0.28


62

Methanosphaera

282
0
0.24
0.00


63

Enterobacter


257


17


0.22


0.01



64

Pyramidobacter

231
15
0.20
0.01


65

Acidaminococcus

230
269
0.20
0.22


66

Paenibacillus

229
184
0.20
0.15


67

Acidiphilium

219
555
0.19
0.45


68

Adlercreutzia

210
334
0.18
0.27


69

Actinomyces

191
4
0.16
0.00


70

Succinatimonas

190
383
0.16
0.31


71

Libanicoccus

188
119
0.16
0.10


72

Angelakisella

184
79
0.16
0.06


73

Pseudoflavonifractor

183
173
0.16
0.14


74

Chlamydia

176
130
0.15
0.11


75

Anaeromassilibacillus

175
135
0.15
0.11


76

Intestinimonas

157
174
0.14
0.14


77

Duodenibacillus

150
181
0.13
0.15


78

Oribacterium

145
103
0.33
0.08


79

Clostridioides

129
64
0.11
0.05


80

Barnesiella

118
84
0.10
0.07


81

Slackia

109
0
0.09
0.00


82

Eisenbergiella

95
112
0.08
0.09


83

Acidovorax

93
0
0.08
0.00


84

Lactococcus

92
0
0.08
0.00


85

Paraprevotella

91
16
0.08
0.01


86

Shigella

90
90
0.08
0.07


87

Oxalobacter

87
0
0.08
0.00


88

Selenomonas

84
231
0.07
0.19


89

Turicibacter

74
36
0.06
0.03


90

Haemophilus

74
196
0.06
0.16


91

Pygmaiobacter

69
0
0.06
0.00


92

Urinacoccus

64
0
0.06
0.00


93

Bilophila

63
613
0.05
0.50


94

Allisonella

62
54
0.05
0.04


95

Ruthenibacterium

51
69
0.04
0.06


96

Raoultibacter

50
0
0.04
0.00


97

Comamonas

44
0
0.04
0.00


98

Neglecta

42
37
0.04
0.03


99

Atopabium

40
11
0.03
0.01


100

Christensenella

38
41
0.03
0.03


101

Massilimaliae

37
32
0.03
0.03


102

Finegoldia

36
0
0.03
0.00


103

Treponema

36
48
0.03
0.04


104

Robinsoniella

36
0
0.03
0.00


105

Enterorhabdus

36
40
0.03
0.03


106

Viridibacillus

36
0
0.03
0.00


107

Peptococcus

35
0
0.03
0.00


108

Fusobacterium

34
30
0.03
0.02


109

Terrisporobacter

34
7
0.03
0.01


110

Tyzzerella

33
171
0.03
0.14


111

Erysipelatoclostridium

32
0
0.03
0.00


112

Sporobacter

32
36
0.03
0.03


113

Mitsuokella

31
432
0.03
0.35


114

Cutaneotrichosporon

31
0
0.03
0.00


115

Marvinbryantia

31
28
0.03
0.02


116

Corallococcus

30
143
0.03
0.12


117

Anaerotignum

28
18
0.02
0.01


118

Prevotellamassilia

24
158
0.02
0.13


119

Anaerofilum

24
35
0.02
0.03


120

Synergistes

22
0
0.02
0.00


121

Alloprevotella

22
22
0.02
0.02


122

Isoptericola

22
0
0.02
0.00


123

Anaerococcus

21
0
0.02
0.00


124

Propionibacterium

20
0
0.02
0.00


125

Leuconostoc

20
0
0.02
0.00


126

Brachyspira

19
95
0.02
0.08


127

Lachnospira

18
386
0.02
0.31


128

Lagierella

17
0
0.02
0.00


129

Mogibacterium

16
0
0.01
0.00


130

Agathobaculum

15
61
0.01
0.05


131

Pseudobutyrivibrio

15
35
0.01
0.03


132

Hydrogenoanaerobacterium

14
14
0.01
0.01


133

Holdemania

14
0
0.01
0.00


134

Desulfotomaculum

14
0
0.01
0.00


135

Veillonella

14
324
0.01
0.26


136

Succinivibrio

14
32
0.01
0.03


137

Anaerocolumna

14
14
0.01
0.01


138

Mobilibacterium

12
0
0.01
0.00


139

Arabia

12
0
0.01
0.00


140

Enorma

11
0
0.01
0.00


141

Candida <Debaryomycetaceae>

11
0
0.01
0.00


142

Intestinibacter

11
13
0.01
0.01


143

Kurthia

10
0
0.01
0.00


144

Paeniclostridium

9
0
0.01
0.00


145

Paraclostridium

8
0
0.01
0.00


146

Listeria

8
0
0.01
0.00


147

Kwoniella

8
0
0.01
0.00


148

Cryptococcus

7
0
0.01
0.00


149

Fournierella

0
23
0.00
0.02


150

Sellimonas

0
23
0.00
0.02


151

Blastocystis

0
34
0.00
0.03


152

Acholeplasma

0
126
0.00
0.10


153

Azospirillum

0
162
0.00
0.13


154

Porphyromonas

0
7
0.00
0.01


155

Emergencia

0
14
0.00
0.01


156

Acetobacter

0
13
0.00
0.01


157

Dakarella

0
64
0.00
0.05


158

Parasutterella

0
133
0.00
0.11


159

Elusimicrobium

0
128
0.00
0.10


160

Drancourtella

0
32
0.00
0.03


161

Anaerovorax

0
15
0.00
0.01


162

Caldicoprobacter

0
15
0.00
0.01


163
unknown
12707
16408
10.93
13.32
















TABLE 7







Species level: Mean abundance at baseline


and post-intervention in Gr. 1 (Control)









Mean abundance













Post-


S.

Base-
Inter-


No
Species
line
vention













1

Prevotella copri

530
2058


2
uncultured Clostridium sp.
2459
1860


3

Bifidobacterium longum

2150
1433


4

Hungatella hathewayi

65
1287


5

Bacteroides fragilis

2052
1189


6

Bacteroides thetaiotaomicron

1432
1172


7

Blautia producta

25
985


8

Bifidobacterium bifidum

941
946


9

Roseboria intestinalis

144
930


10

Bacteroides vulgatus

364
866


11

Bacteroides ovatus

1186
846


12

Clostridium neonatale

0
770


13

Escherichia coli

998
267


14

Akkermansia muciniphila

464
760


15
uncultured Butyricicoccus Sp.
948
751


16

Prevotella copri CAG: 164

362
700


17

Flavonifractor plautii

445
640


18
[Eubacterium] rectale
380
594


19

Anaerostipes sp. BG01

0
584


20

Dialister sp. CAG: 357

0
540


21

Lactobacillus ruminis

628
536


22

Bacteroides uniformis

265
519


23

Roseburia faecis

625
507


24

Prevotella sp. CAG: 386

61
481


25

Eubacterium sp. CAG: 252

0
472


26
[Clostridium] bolteae
0
471


27
[Eubacterium] eligens
0
470


28

Bifidobacterium adolescentis

574
466


29

Klebsiella pneumoniae

397
461


30

Prevotella sp. CAG: 1092

0
457


31

Dialister succinatiphilus

412
454


32

Clostridium sp. AT4

12
450


33

Prevotella sp. CAG: 604

154
445


34
Firmicutes bacterium CAG: 124
806
439


35
uncultured Blautia sp.
1136
435


36

Bacteroides xylanisolvens

402
414


37

Bilophila wadsworthia

0
412


38

Blautia obeum

1024
410


39

Prevotella sp. 885

48
406


40

Fusicatenibacter saccharivorans

432
391


41
[Clostridium] clostridioforme
76
379


42

Megasphaera elsdenii

0
376


43

Bacteroides nordii

56
369


44

Faecalibacterium sp. CAG: 82

296
362


45
[Ruminocossus] gnavus
367
361


46

Ruminococcus sp. CAG: 177

427
359


47

Dorea longicatena

402
358


48

Mitsuokella multacida

0
356


49

Blautia wexlerae

738
355


50

Eubacterium sp. CAG: 251

0
351


51
[Ruminococcus] torques
790
342


52

Prevotella multisaccharivorax

72
334


53

Odoribacter splanchnicus

417
330


54
Firmicutes bacterium CAG: 176
653
329


55

Dialister sp. CAG: 486

143
328


56

Gemmiger formicilis

481
320


57
Firmicutes bacterium CAG: 41
334
311


58

Streptococcus thermophilus

0
305


59

Romboutsia timonensis

171
299


60

Subdoligranulum sp. 60_17

438
296


61

Bacteroides oleiciplenus

0
286


62

Subdoligranulum variabile

275
281


63

Bacteroides plebeius

0
280


64
uncultured Faccalibacterium sp.
168
280


65

Roseburia hominis

94
273


66

Anaerostipes hadrus

350
266


67

Alistipes putredinis

568
266


68
butyrate-producing bacterium SS3/4
0
259


69
Firmicutes bacterium CAG: 103
872
255


70

Eggerthella lenta

392
254


71

Catenibacterium sp. CAG: 290

324
240


72

Mycoplasma sp. CAG: 956

229
238


73

Veillonella dispar

0
238


74

Oscillibacter sp. ER4

283
238


75

Clostridium sp. CAG: 81

0
236


76

Collinsella aerofaciens

715
236


77

Bacteroides timonenasis

0
235


78

Turicibacter sanguinis

0
233


79

Bifidobacterium sp. N5G01

530
230


80

Bacteroides caccae

548
224


81
Clostridiales bacterium KLE1615
0
216


82
uncultured Ruminococcus sp.
760
213


83

Bacteroides cellulosilyticus

0
213


84

Clostridium sp. CAG: 7

55
213


85

Parabacteroides merdae

40
211


86

Clostridium sp. CAG: 389

291
208


87

Blautia sp. CAG: 37

162
208


88

Coprococcus eutactus

158
200


89

Veillonella atypica

0
200


90

Ruminococcus callidus

32
200


91

Holdemanella biformis

585
199


92
Lachnospiraceae bacterium TF01-11
0
199


93
uncultured Lachnospira sp.
0
190


94

Bacteroides stercoris

0
187


95

Bifidobacterium catenulatum

142
183


96
[Eubacterium] hallii
346
174


97

Prevotella sp. CAG: 520

0
173


98

Roseburia sp. CAG: 18

283
173


99

Alistipes sp. HGB5

27
172


100

Haemophilus parainfluenzae

52
172


101

Streptococcus salvarius

71
169


102

Coprococcus catus

49
167


103
Firmicutes bacterium CAG: 65
89
164


104

Bacteroides plebeius CAG: 211

0
163


105

Ruminococcus bromii

158
163


106

Megasphaera massiliensis

12
161


107

Enterobacter hormaechei

47
158


108

Roseburia intestinalis CAG: 13

0
153


109

Catenibacterium mitsuokai

198
149


110

Dakarella massiliensis

97
147


111

Chlamydia trachomatis

132
146


112

Enterobacter cloacae

70
145


113

Bifidobacterium pseudocatenulatum

251
145


114
Clostridiales bacterium VE202-06
0
144


115
Firmicutes bacterium CAG: 65_45_313
0
142


116
[Clostridium] symbiosum
0
140


117

Veillenella parvula

0
139


118
Clostridiales bacterium 1_7_47FAA
0
336


119
Burkholderiales bacterium 1_1_47
0
135


120

Roseburia sp. CAG: 18_43_25

158
134


121

Bacteroides sp. HPS0048

64
132


122

Weissella confusa

124
132


123

Clostridium sp. CAG: 122

0
131


124
Firmicutes bacterium CAG: 424
146
131


125

Prevotella stercorea

0
127


126

Ruminococcus sp. CAG: 254

445
127


127

Bacteroides sp. 2_2_4

64
127


128

Enterococcus asini

0
126


129

Blautia sp. KLE 1732

185
126


130

Clostridioides difficile

107
125


131
Firmicutes bacterium CAG: 129_59_24
164
124


132
[Eubacterium] siraeum
50
124


133
Clostridiales bacterium 42_27
184
120


134

Bifidobacteriam kashiwanohense

125
117


135

Roseburia inulinivorans

482
117


136

Prevotella sp. CAG: 732

28
114


137
Firmicutes bacterium CAG: 170
235
113


138

Clostridium sp. CAG: 12237_41

0
113


139

Clostridium bolteae CAG: 59

0
113


140

Clostridium sp. ATCC BAA-442

67
113


141

Laetobacillus ruminis CAG: 367

87
113


142
Firmicutes bacterium CAG: 102
0
111


143
Ruminococcus sp.5_1_39BFAA
166
105


144
Firmicutes bacterium CAG: 114
480
103


145

Alistipes senegalensis

628
102


146

Alistipes finegoldii

41
101


147

Adlercreutzia equolifaciens

405
101


148

Sutterella sp. CAG: 351

132
100


149

Parabacteroides distasonis

67
100


150
Parasutterella excrementihominis
0
98


151
uncultured Eubacterium sp.
294
98


152

Enterococcus avium

292
97


153

Bacteroides dorei

235
97


154

Bacteroides stercorirosoris

0
97


155

Collinsella sp. CAG: 66

156
96


156
uncultured bacterium
89
95


157

Lactococcus garvieae

0
95


158

Prevotella sp. CAG: 474

21
95


159

Terrisporobacter glycolicus

0
94


160

Osdillibacter sp. 57_20

66
94


161

Veillonella sp. DORA_A_3_16_22

0
94


162

Ruminococcus sp. CAG: 90

118
92


163

Prevotella sp. CAG: 592

0
92


164

Lachnospira pactinoschiza

0
92


165

Bacteroides intestinalis

0
89


166

Bacteroides caccae CAG: 21

231
88


167

Bacteroides sp. 3_1_23

12
87


168
Clostridiales bacterium 41_21_two_genomes
21
87


169

Faecalibacterium sp. CAG: 82-related_59_9

24
85


170

Klebsiella michiganensis

0
85


171

Bifidobacterium sp. N4G05

217
83


172
Proteobacteria bacterium CAG: 139
0
81


173
Clostridiales bacterium 41_12_two_minus
83
81


174

Eubacterium sp. CAG: 248

0
80


175

Dorea formicigenerans

292
80


176

Megasphaera sp. D1SK 18

0
79


177

Coprobacillus sp. CAG: 235

197
79


178

Prevotella stercorea CAG: 629

0
79


179
Clostridiales bacterium 52_15
218
79


180
Clostridiales bacterium 59_14
133
77


181

Blautia sp. CAG: 37

163
77


182
uncultured Bacteroides sp.
0
76


183

Alistipes finegoldii CAG: 68

0
75


184

Dorea sp. CAG: 105

39
74


185

Ruminococcus obeum CAG: 39

163
73


186

Bacteroides cellulosilyticus CAG: 158

0
70


187

Ruminococcus sp. CAG: 17

170
69


188

Eubacterium sp. CAG: 38

0
69


189

Clostridium sp. CAG: 91

0
69


190

Klebsiella oxytoca

0
68


191

Bacteroides sp. 43_46

134
68


192

Prevotella sp. P3-122

0
68


193

Roseburia sp. CAG: 471

101
68


194

Agathobaculum desmolans

54
67


195

Sutterella parvirubra

0
66


196

Eubacterium rectale CAG: 36

35
66


197

Collinsella sp. 4_8_47FAA

144
65


198

Blantia sp. Marseille-P3201T

68
65


199

Bacteroide sp. 4_1_36

75
63


200
Odoribacter sp. 43_10
61
62


201

Parasutterella excrementihominis CAG: 233

0
60


202

Bilophila sp. 4_1_30

0
60


203

Eubacterium elugens CAG: 72

0
60


204

Parabacteroides merdae CAG: 48

0
59


205

Blautia sp. CAG: 37_48_57

87
59


206

Bifidobacterium breve

485
58


207

Ruminococcus sp. CAG: 108

45
58


208
Firmicutes bacterium CAG: 83
430
57


200

Bacteroides sp. 41_26

0
57


210

Anaerostipes caccae

0
56


211
uncultured Flavonifractor sp.
65
56


212

Enterococcus sp. HMSC05C03

31
56


213

Butyricicoccus sp. BB10

347
56


214

Alistipes putredinis CAG: 67

57
55


215

Bacteroides sp. D20

18
54


216

Lachnoclostridium sp. An196

34
54


217

Dorea longicatena CAG: 42

29
53


218

Klebsiella variicola

0
53


219

Akkermansia muciniphila CAG: 154

21
48


220

Streptococcus pneumoniae

36
48


221
Firmicutes bacterium CAG: 129
73
48


222

Eubacterium sp. 45_250

0
48


223

Bacteroides sp. D22

51
47


224

Eubacterium sp. CAG: 76

0
47


225
Clostridiales bacterium VE202-28
0
47


226

Oscillibacter sp. CAG: 241

69
46


227

Blautia massiliensis

69
46


228

Blautia sp. SF-50

77
46


229

Parabacteroides sp. D13

39
45


230

Enterococcus faecium

844
45


231

Mitsuokella jalaludinii

0
45


232

Sutterella wadsworthensis

0
44


233
Clostridiales baterium 36_14
48
44


234

Coprococcus sp. CAG: 131

66
44


235

Lachnoclostridium sp. An14

0
43


236
Lachnospiracaea bacterium 7_1_58FAA
18
43


237

Blautia sp. Marseille-P2398

86
43


238

Eubacterium ballii CAG: 12

85
42


239

Bacteroides sp. 1_1_30

49
42


240
Clostridiales bacterium VE202-03
25
41


241

Acholeplasma sp. CAG: 878

0
40


242

Blautia sp. CAG: 52

175
40


243

Veillonella sp. HPA0037

0
40


244

Alistipes indistinctus

91
39


245

Ruminococcus sp. SR1/5

57
39


246

Roseburia sp. CAG: 50

0
38


247

Erwinia phage vB_EamM_V3

0
38


248

Bacteroides sp. D2

0
38


249

Eubacterium ramulus

34
37


250

Veillonella sp. oral taxon 158

0
37


251
Clostridia bacterium UC5, 1-2H11
22
36


252

Turicibacter sp. H121

0
36


253

Fusobacterium sp. CAG: 815

0
36


254

Alistipes sp. 58_9_plus

0
35


255

Prevotella sp. CAG: 873

0
34


256

Clostridium sp. CAG: 448

0
34


257

Clostridium sp. CAG: 492

0
34


258
Firmicutes bacterium CAG: 822
0
34


259

Veillonella sp. ACP1

0
34


260

Bacteroides sp. 14(A)

0
33


261
Clostridiales bacterium NK3B98
0
33


262

Ruminococcus sp. CAG: 108_related_41_35

25
33


263

Bacteroides intestinalis CAG: 315

0
32


264

Lactobacillus rogosae

0
32


265

Alistipes timonensis

27
32


266

Anaerotruncus sp. CAG: 390

26
31


267

Prevotella sp. P4-65

0
31


268

Blautia sp. An81

27
31


269

Bacteroides fragilis CAG: 558

57
31


270

Tyzzerella nexilis

0
30


271

Romboutsia ilealis

0
30


272
[Clostridium] citroniae
0
29


273

Prevotella sp. P5-108

0
29


274

Prevotella sp. P4-76

0
29


275

Acidiphilium sp. CAG: 727

27
29


276

Muribaculum intestinale

0
29


277

Eubacterium sp. 41_20

27
29


278

Shigella sonnei

0
28


279

Terrisporobacter othiniensis

0
28


280

Bifidobacterium adolescentis CAG: 119

0
28


281

Veillonella sp. ICM51a

0
28


282

Prevotella sp. AGR2160

0
27


283

Bacteroides sp. 3_1_13

11
27


284

Prevotella sp. CAG: 279

320
27


285

Intestinimonas butyriciproducens

72
27


286

Prevotella bryantii

0
27


287

Streptococcus parasanguinis

12
27


288

Clostridium sp. CAG: 43

0
27


289

Klebsiella aerogenes

503
27


290

Ruminococcus sp. CAG: 330

37
26


291

Clostridium sp. SS2/1

43
26


292
uncultured Oscillibacter sp.
53
26


293

Prevotella sp. P5-64

0
26


294
Firmicutes bacterium CAG: 341
281
25


295

Oscillibacter sp. CAG: 241_62_21

32
25


296

Megashaera sp. MJR8396C

0
25


297

Coprococcus sp. CAG: 131-related_45_246

0
25


298

Ruminococcus sp. CAG: 9

61
25


299

Prevotella sp. P5-60

0
25


300

Bacteroides sp. CAG: 927

0
24


301

Megashaera sp. BL7

0
24


302
Bacteroidales bacterium 52_46
0
24


303

Odoribacter splanchnicus CAG: 14

50
24


304

Bacteroides sp. 43_108

0
24


305

Citrobacter koseri

0
24


306

Clostridium sp. CAG: 221

0
23


307

Veillonella tobetsuensis

0
23


308

Collinsella sp. TF06-26

144
23


309

Prevotella sp. P2-180

0
23


310

Bacteroides intestinalis CAG: 564

0
23


311

Lachnoclostridium edouardi

0
23


312

Eggerthella sp. 1_3_56FAA

25
22


313

Klebsiella sp. MS 92-3

24
22


314

Ruminococcus faecis

39
22


315

Bacteroides sp. 3_1_19

0
22


316

Bacteroides stercoris CAG: 120

0
22


317

Bacteroides sp. 1_1_14

170
21


318

Parabacteroides johnsonii

0
21


319

Weissella cibaria

0
21


320

Prevotella sp. P4-67

0
21


321

Intestinibacter bartlettii

0
21


322
Lachnospiraeceae bacterium 6_1_63FAA
21
21


323

Eubacterium siraeum CAG: 80

0
21


324

Salmonella enterica

0
21


325

Prevotella sp. P4-51

0
21


326

Clostridium botulinum

0
20


327

Clostridium nexile CAG: 348

0
20


328

Prevotellamassilia timonensis

0
20


329

Prevotella sp. P5-125

0
20


330
Clostridiales bacterium VE202-09
0
20


331

Shigella flexneri

0
20


332

Eubacterium sp. CAG76_36_125

0
20


333

Prevotella sp. P5-119

0
20


334

Prevotella ruminicola

0
19


335

Prevotella lascolanii

0
19


336

Prevotella buccae

0
19


337

Clostridium butyricum

0
19


338

Blautia sp. An46

20
19


339

Eggerthella sp. HGA1

19
19


340

Coprococcus comes

85
18


341

Prevotella sp. CAG: 1185

0
18


342
Lachnospiraeceae bacterium 5_1_63FAA
35
18


343

Bifidobacterium ruminantium

263
18


344

Bacteroides finegoldii

0
18


345

Bacteroides sp. 4_3_47FAA

0
17


346

Bacteroides sp. 3_1_40A

0
17


347

Bacteroides sp. CAG: 530

0
17


348
Lachnospiraeceae bacterium CAG: 364
15
16


349

Prevotella sp. CAG: 1124

0
16


350

Bacteroides vulgatus CAG: 6

0
16


351

Prevotella baroniae

0
16


352

Anaerotignum lactatifermentans

0
16


353

Blautia hansenii

14
15


354

Prevotella sp. CAG: 487

0
15


355

Prevotella timonensis

0
15


356

Ruminococcus gnavus CAG: 126

17
15


357

Megasphaera sp. NM10

0
15


358

Prevotella buccalis

0
14


359

Prevotella sp. P5-92

0
14


360

Streptococcus infantarius

0
14


361

Bacteroides sp. AR20

0
14


362

Enterobacter sp. BIDMC 29

0
14


363
Lachnospiraceae bacterium 2_1_58FAA
13
14


364

Bacteroides uniformis CAG: 3

18
14


365

Prevotella sp. CAG: 5226

0
14


366

Bacteroides sartorii

0
14


367

Blautia schinkii

0
14


368
[Clostridium] lavalense
0
13


369

Prevotella intermedia

0
13


370

Bacteroides mediterraneensis

0
13


371

Veillonella sp. 6_1_27

0
13


372

Lactoccoccus lactis

140
13


373

Bacteroides faecis

0
12


374
Lachnospiraceae bacterium JC7
37
12


375

Prevotella histicola

0
11


376

Sutterella sp. KLE1602

0
11


377

Prevotella oralis

0
11


378

Bifidobacterium bifidum CAG: 234

0
10


379

Prevotella sp. P4-119

0
10


380

Prevotella paludivivens

0
10


381

Prevotella sp. tc2-28

0
10


382

Prevotella sp. P5-126

0
10


383

Prevotella sp. 109

0
10


384

Prevotella brevis

0
10


385

Prevotella oris

0
9


386

Prevotella sp. DNF00663

0
9


387

Prevotella oryzae

0
9


388

Prevotella sp. CAG: 255

0
9


389

Prevotella sp. S7-1-8

0
9


390

Prevotella dentalis

0
9


391

Prevotella sp. KH2C16

0
9


392

Prevotella sp. CAG: 1058

0
9


393

Prevotella maculosa

0
9


394

Prevotella bergensic

0
9


395
Ruminococcaceae bacterium D16
14
8


396

Dorea formicigenerans CAG:28

31
0


397

Rummeliibacillus stabekisii

41
0


398

Bifidobacterium pseudolongum

30
0


399

Clostridium sp. CAG: 138

415
0


400

Blautia sp. CAG: 257

39
0


401

Enterococcus sp. HMSC072H05

14
0


402

Bacteroides dorei CAG: 222

22
0


403

Bacteroides sp. CAG: 189

67
0


404
[Desulfotomaculum] guttoideum
17
0


405
Tissierellia bacterium S5-A11
21
0


406

Ruminococcus sp. CAG: 382

21
0


407

Peptococcus niger

27
0


408

Oribacterium sp. C9

24
0


409

Olsenella provencensis

22
0


410

Collinsella sp. CAG: 289

85
0


411

Ruthenibacterium lactatiformans

63
0


412

Acinetobacter sp. NIPH 899

71
0


413

Oribacterium sp. WCC10

33
0


414

Clostridium sp. CAG: 609

259
0


415

Clostridium sp. CAG: 571

33
0


416

Butyricimonas virosa

146
0


417

Slackia piriformis

52
0


418
Firmicutes bacterium CAG: 110
278
0


419

Achromobacter xylosoxidans

12
0


420

Lactobacillus mucosae

321
0


421

Clostridium sp. CAG: 433

54
0


422

Clostridium sp. CAG: 226

155
0


423

Solobacterium moorei

27
0


424
bacterium LF-3
22
0


425

Anaerococcus prevotii

17
0


426

Olsenella sp. An188

24
0


427

Clostridium minihomine

16
0


428

Acinetobacter sp. NIPH 2171

133
0


429

Anaeromassilibacillus senegalensis

19
0


430

Dialister invisus

60
0


431
Firmicutes bacterium CAG: 646
12
0


432
bacterium MS4
32
0


433

Gordonibacter pamelaeae

82
0


434

Parabacteroides sp. HGS0025

18
0


435

Anaeromassilibacillus sp. Marseille-P3371

12
0


436

Peptoniphilus senegalensis

37
0


437

Clostridium sp. 7_2_43FAA

17
0


438

Peptoniphilus duerdenii

16
0


439

Comamonas testosteroni

90
0


440

Anaeromassilibacillus sp. An200

9
0


441

Lysinibacillus sp. ZYM-1

44
0


442

Mycoplasma sp. CAG: 472

53
0


443

Clostridium sp. L2-50

37
0


444

Collinsella sp. MS5

44
0


445
Firmicutes bacterium CAG: 555
26
0


446

Bacillus kochii

12
0


447

Faecalibacterium sp. CAG: 74_58_120

295
0


448

Clostridium sp. CAG: 793

270
0


449

Neglecta timonensis

26
0


450
[Clostridium] celerecrescens
750
0


451

Clostridium sp. ASB-410

20
0


452

Enterococcus cassaliflavus

251
0


453

Eggerthella timonensis

23
0


454

Faecalibacterium sp. CAG: 74

439
0


455
Clostridiales bacterium Marseille-P2846
187
0


456

Anaerocococcus vaginalis

30
0


457

Anaeromassilibacillus sp. An250

39
0


458

Acinetobacter sp. CIP 101934

13
0


459
Firmicutes bacterium CAG: 24
145
0


460
Firmicutes bacterium HGW-Firmicutes-16
22
0


461

Barnesiella intestinihominis

121
0


462

Enterococcus gallinarum

214
0


463

Lysinibacillus sp. FJAT-14222

245
0


464

Alistipes shahii

40
0


465

Peptoniphilus timonensis

41
0


466

Akkermansia sp. CAG: 344

85
0


467

Lagierella massiliensis

39
0


468

Acinetobacter sp. LCT-H3

26
0


469

Drancourtella massiliensis

12
0


470

Subdoligranulum sp. 4_3_54A2FAA

88
0


471

Peptoniphilus harei

30
0


472

Ruminococcus sp. CAG:9-related_41_34

11
0


473

Ruminococcus lactaris

22
0


474
Firmicutes bacterium CAG: 24053_14
48
0


475

Enterorhabdus caecimuris

28
0


476

Alistipes sp. Marseille-P2431

21
0


477

Bacteroides thetaiotaomicron CAG: 40

42
0


478

Ruminococcus flavefaciens

30
0


479

Blantis sp. Marseille-P3087

46
0


480

Oribacterium sp. P6A1

25
0


481

Clostridium sp. C105KSO15

124
0


482

Achromobacter sp. Root170

21
0


483

Clostridium sp. CAG: 264

101
0


484

Lysinibacillus sphaerieus

108
0


485

Clostridium sp. CAG: 1024

39
0


486

Urinacoccus sp. Marseille-P3926

136
0


487

Enterococcus sp. FDAARGOS_375

30
0


488
Clostridiales bacterium
81
0


489

Lysinibacillus boronitolerans

27
0


490

Collinsella bouchesdurhonensis

32
0


491

Rummeliibacillus pyenus

562
0


492
Erysipelotrichaceae bacterium NK3D112
33
0


493

Collinsella sp. 60_9

26
0


494

Alistipes obesi

352
0


495

Dialister invisus CAG: 218

290
0


496

Eubacterium sp. CAG: 161

21
0


497

Bacteroides sp. 3_1_33FAA

22
0


498
Firmicutes bacterium CAG: 110_56_8
45
0


499
uncultured Coprococcus sp.
83
0


500

Paraclostridium bifermentans

17
0


501

Monoglobus pectinilyticus

24
0


502

Oribacterium sp. NK2B42

20
0


503

Lactobacillus brevis

32
0


504

Senegalimassilia anaerobia

122
0


505

Acinetobacter baumannii

228
0


506

Clostidium sp. CAG: 567

236
0


507

Coprococcus sp. ART55/1

22
0


508

Peptoniphilus sp. HMSC075B08

105
0


509

Enterococcus pallens

17
0


510

Finegoldia magna

82
0


511

Lysinibacillus sp. FJAT-14745

97
0


512

Coprobacillus sp. 8_1_38FAA

10
0


513

Peptoniphilus sp. oral taxon 375

118
0


514
uncultured crAssphage
31
0


515

Gordonibacter massiliensis

20
0


516

Olsenella sp. An290

19
0


517

Peptoniphilus grossensis

71
0


518

Bacteroides sp. 9_1_42FAA

31
0


519
Firmicutes bacterium CAG: 176_63_11
30
0


520

Enterococcus faecalis

238
0


521

Lactobacillus plantarum

259
0


522

Lysinibacillus fusiformis

42
0


523

Eubacterium sp. 38_16

21
0


524

Peptoniphilus sp. HMSC062D09

42
0


525

Alistipes sp. AG:53

39
0


526
Bacteroidales bacterium 43_8
22
0


527

Peptoniphilus phoceensis

55
0


528

Peptoniphilus sp. BV3AC2

12
0


529

Clostridium sp. CAG: 302

267
0


530

Gordonibacter urolithinfaciens

567
0


531

Acinetobacter sp. YZS-X1-1

115
0


532

Lysinibacillus xylanilyticus

242
0


533

Acinetobacter schindleri

91
0


534

Bacteroides sp. CAG: 20

60
0


535

Clostridium sp. CAG: 269

67
0


536

Alistipes sp. cv1

20
0


537

Roseburia inulinivorans CAG: 15

111
0


538

Urmitella timonensis

24
0


539

Olsenella sp. An293

20
0


540

Eisenbergiella tayi

73
0


541

Enterococcus saccharolyticus

16
0


542

Parabacteroides goldsteinii

602
0


543

Marvinbryantia formatexigens

22
0


544

Lysinibacillus macroides

49
0


545

Bacteroides salyersiae

248
0


546

Eubacterium sp. CAG: 146

52
0


547

Peptoniphilus coxii

318
0


548

Libanicoccus massiliensis

25
0


549

Roseburia sp. CAG: 182

36
0


550

Clostridium sp. CAG: 413

26
0


555

Dorea sp. AGR2135

24
0


552

Acinetobacter lwoffii

12
0
















TABLE 8







Species level: Mean abundance at baseline and


post-intervention in Gr. 2 (Nichi Glucan)









Mean abundance













Post-


S. No
Species
Baseline
Intervention













1

Faecalibacterium prausnitzii

3613
6596


2

Bifidobacterium longum

2012
1446


3
Firmicutes bacterium CAG: 124
1684
1308


4

Trichosporon asahii

1683
0


5

Bifidobacterium adolescentis

1376
931


6

Escherichia coli

1264
471


7
uncultured Clostridium sp.
1062
2726


8

Collinsella aerofaciens

1048
729


9
uncultured Blautia sp.
981
879


10

Ruminococcus sp. CAG: 177

977
565


11
Firmicutes bacterium CAG: 103
972
925


12

Bacteroides fragilis

960
1186


13

Blautia obeum

877
777


14

Gemmiger formicilis

865
1022


15
Firmicutes bacterium CAG: 170
847
989


16

Dorea longicatena

819
785


17
Firmicutes bacterium CAG: 110
787
604


18

Clostridium sp. CAG: 226

779
321


19

Clostridium sp. CAG: 138

743
528


20
uncultured Ruminococcus sp.
726
913


21

Bacteroides uniformis

707
512


22

Alistipes sp. CAG: 435

690
721


23

Hungatella hathewayi

681
171


24

Holdemanella biformis

649
546


25

Oscillibacter sp. CAG: 241

634
419


26
Firmicutes bacterium CAG: 176
617
945


27
Firmicutes bacterium CAG: 83
612
400


28

Subdoligranulum sp. 60_17

588
734


29

Pichia kudriavzevii

582
0


30

Bacteroides thetaiotaomicron

581
562


31

Prevotella copri

568
1458


32

Eubacterium sp. CAG: 202

536
0


33

Enterococcus faecium

528
0


34

Klebsiella pneumoniae

524
44


35

Rummeliibacillus pycnus

516
0


36

Senegalimassilia anaerobia

505
56


37
[Eubacterium] rectale
499
1165


38
Firmicutes bacterium CAG: 114
489
386


39

Bifidobacterium bifidum

476
418


40

Bacteroides ovatus

472
448


41

Bacteroides vulgatus

467
375


42

Blautia wexlerae

464
486


43

Lactobacillus ruminis

464
634


44
[Ruminococcus] torques
452
347


45

Fusicatenibacter saccharivorans

450
624


46
[Eubacterium] hallii
442
218


47

Olsenella umbonata

441
37


48

Desulfovibrio piger

434
303


49

Dialister sp. CAG: 486

433
447


50
uncultured Eubacterium sp.
429
294


51

Enterococcus avium

425
0


52

Faecalibacterium sp. CAG: 74

415
485


53

Bacteroides caccae

398
152


54

Oscillibacter sp. CAG: 241_62_21

392
469


55

Romboutsia timonensis

388
112


56

Eubacterium sp. CAG: 180

379
338


57

Parabacteroides merdae

377
101


58

Pediococcus pentosaceus

371
0


59

Enterococcus faecalis

362
0


60
Clostridiales bacterium Marseille-P2846
358
355


61

Clostridium sp. CAG: 221

355
326


62

Butyricicoccus sp. BB10

334
177


63
[Clostridium] celerecrescens
333
0


64
Lentisphaerae bacterium GWF2_44_16
332
307


65
[Clostridium] bolteae
331
43


66
Clostridiales bacterium 42_27
329
463


67

Prevotella sp. CAG: 279

326
754


68

Bifidobacterium sp. N5G01

325
383


69
Firmicutes bacterium CAG: 129
324
380


70

Cloacibacillus porcorum

322
248


71

Clostridium sp. CAG: 1024

319
488


72

Prevotella copri CAG: 164

318
771


73

Catenibacterium mitsuokai

312
274


74

Eggerthella lenta

309
60


75

Mycoplasma sp. CAG: 956

306
117


76

Oscillibacter sp. ER4

302
587


77

Roseburia faecis

301
662


78

Coraliomargarita sp. CAG: 312

292
338


79
Clostridiales bacterium 52_15
290
332


80

Catenibacterium sp. CAG: 290

287
180


81

Pediococcus acidilactici

282
0


82

Bacteroides dorei

281
357


83
Clostridiales bacterium 59_14
280
386


84
Firmicutes bacterium CAG: 176_63_11
280
400


85

Alistipes putredinis

278
201


86

Odoribacter splanchnicus

277
129


87
bacterium OL-1
275
15


88

Parabacteroides sp. SN4

274
249


89
[Eubacterium] eligens
273
552


90

Alistipes indistinctus

272
13


91

Alistipes obesi

272
0


92

Clostridium sp. CAG: 510

270
449


93

Dialister sp. CAG: 357

270
360


94

Faecalibacterium sp. CAG: 74_58_120

264
368


95

Lactobacillus brevis

262
0


96

Bifidobacterium ruminantium

261
257


97

Anaerostipes hadrus

260
422


98

Enterococcus casseliflavus

259
0


99

Cloacibacillus sp. An23

257
0


100

Bacteroides plebeius

250
250


101

Weissella confusa

249
12


102

Lactobacillus plantarum

249
0


103

Bacteroides sp. CAG: 545

246
379


104

Clostridium sp. CAG: 452

245
120


105
uncultured Faecalibacterium sp.
243
437


106

Collinsella sp. 4_8_47FAA

239
166


107
Firmicutes bacterium CAG: 555
237
281


108

Ruminococcus sp. CAG: 724

236
367


109

Roseburia inulinivorans

233
1197


110
Lentisphaerae bacterium GWF2_45_14
232
228


111

Bacteroides xylanisolvens

232
285


112
uncultured Butyricicoccus sp.
230
995


113

Butyricimonas virosa

230
0


114

Bacteroides intestinalis

230
135


115

Collinsella sp. CAG: 166

228
187


116

Ruminococcus sp. CAG: 488

225
211


117
Coprococcus catus
225
412


118

Klebsiella aerogenes

224
0


119

Phascolarctobacterium sp. CAG: 207

220
21


120

Acidiphilium sp. CAG: 727

219
555


121

Parabacteroides gordonii

217
0


122
[Eubacterium] siraeum
212
189


123

Adlercreutzia equolifaciens

210
334


124

Butyrivibrio sp. CAG: 318

208
0


125

Blautia sp. CAG: 37

207
203


126

Clostridium sp. CAG: 448

203
192


127

Bacteroides salyersiae

203
193


128

Coprobacillus sp. CAG: 235

197
145


129
Clostridiales bacterium
194
147


130

Bifidobacterium pseudocatenulatum

194
174


131

Collinsella sp. TF06-26

189
155


132

Alistipes sp. CAG: 53

189
180


133

Clostridium sp. CAG: 571

189
14


134

Sutterella sp. CAG: 397

188
193


135

Libanicoccus massiliensis

188
119


136

Succinatimonas sp. CAG: 777

187
376


137

Subdoligranulum variabile

187
244


138

Anaerotruncus sp. CAG: 390

185
275


139

Bifidobacterium angulatum

185
332


140

Angelakisella massiliensis

184
79


141

Alistipes senegalensis

183
57


142

Megamonas funiformis

182
175


143

Ruminococcus obeum CAG: 39

180
137


144

Acidaminococcus fermentans

180
199


145

Lactobacillus mucosae

178
0


146
Firmicutes bacterium CAG: 129_59_24
174
400


147

Chlamydia trachomatis

174
127


148
Lentisphaerae bacterium GWF2_52_8
172
173


149

Ruminococcus bromii

172
301


150

Eubacterium sp. CAG: 581

171
148


151

Clostridium sp. CAG: 433

170
8


152

Weissella cibaria

170
0


153

Methanobrevibacter smithii

161
159


154

Enterococcus gallinarum

161
0


155
Firmicutes bacterium CAG: 240
159
135


156

Clostridium sp. CAG: 302

159
20


157

Bacteroides plebeius CAG: 211

158
160


158
Firmicutes bacterium CAG: 24053_14
158
158


159

Eubacterium limosum

157
0


160

Clostridium sp. CAG: 349

157
143


161

Clostridium sp. CAG: 43

156
162


162

Parabacteroides sp. HGS0025

155
0


163

Akkermansia muciniphila

153
218


164

Clostridium sp. CAG: 245

152
15


165

Enterococcus hirae

151
0


166

Duodenibacillus massiliensis

150
181


167
Firmicutes bacterium CAG: 272
149
254


168

Coprococcus eutactus

148
100


169
Verrucomicrobia bacterium CAG: 312_58_20
148
273


170

Faecalibacterium sp. CAG: 82

147
398


171

Lysinibacillus xylanilyticus

147
0


172
Firmicutes bacterium CAG: 460
144
166


173

Peptoniphilus coxii

141
0


174
uncultured bacterium
141
176


175

Lysinibacillus sp. FJAT-14222

141
0


176

Bifidobacterium breve

139
132


177

Clostridium sp. CAG: 245_30_32

138
9


178

Clostridium sp. CAG: 451

136
30


179

Sutterella wadsworthensis

136
279


180

Parabacteroides goldsteinii

135
13


181

Streptococcus mutans

133
0


182

Roseburia hominis

132
630


183

Streptococcus salivarius

131
110


184

Alistipes sp. CAG: 514

131
147


185
Firmicutes bacterium CAG: 137
131
72


186

Roseburia sp. CAG: 18

130
229


187

Ruminococcus sp. 5_1_39BFAA

129
152


188

Clostridioides difficile

127
64


189

Flavonifractor plautii

125
221


190

Gordonibacter urolithinfaciens

125
0


191
Firmicutes bacterium CAG: 110_56_8
123
87


192

Pyramidobacter sp. C12-8

122
0


193

Ruminococcus sp. CAG: 17

122
151


194

Bifidobacterium sp. N4G05

119
125


195

Streptococcus thermophilus

118
0


196

Clostridium sp. CAG: 568

117
204


197

Blautia sp. KLE 1732

115
51


198

Parabacteroides merdae CAG: 48

114
30


199

Dorea formicigenerans

114
119


200

Barnesiella intestinihominis

112
77


201
[Clostridium] clostridioforme
111
124


202

Intestinimonas butyriciproducens

110
124


203

Olsenella scatoligenes

107
13


204

Clostridium sp. CAG: 413

107
472


205
uncultured Flavonifractor sp.
105
138


206

Clostridium sp. CAG: 343

104
0


207

Alistipes shahii

104
102


208

Pyramidobacter piscolens

103
0


209
Firmicutes bacterium CAG: 238
103
75


210

Collinsella sp. CAG: 289

102
0


211

Bacteroides caccae CAG: 21

102
107


212

Acinetobacter baumannii

101
0


213
Lentisphaerae bacterium GWF2_50_93
100
109


214

Bacteroides sp. 2_2 4

97
83


215

Eubacterium sp. CAG: 841

93
105


216

Ruminococcus sp. CAG: 382

93
170


217
Firmicutes bacterium CAG: 270
92
45


218

Olsenella sp. kh2p3

90
13


219

Phascolarctobacterium succinatutens

90
420


220

Lactobacillus fermentum

90
0


221

Mycoplasma sp. CAG: 877

89
41


222

Bacteroides intestinalis CAG: 564

87
60


223

Oxalobacter formigenes

87
0


224

Eisenbergiella tayi

86
99


225

Parabacteroides distasonis

86
157


226
Lentisphaerae bacterium GWF2_49_21
84
96


227

Dorea longicatena CAG: 42

84
83


228

Ruminococcus sp. CAG: 563

83
191


229

Olsenella sp. KH3B4

83
16


230

Lactobacillus ruminis CAG: 367

82
106


231

Blautia sp. CAG: 37_48_57

82
140


232

Alistipes sp. 56_sp_Nov_56_25

82
62


233

Enterococcus thailandicus

80
0


234

Alistipes sp. HGB5

80
0


235

Blautia sp. CAG: 237

78
207


236

Bacteroides stercoris

77
19


237
Firmicutes bacterium HGW-Firmicutes-9
75
94


238

Clostridium sp. CAG: 1193

75
125


239

Roseburia sp. CAG: 18_43_25

75
173


240
Firmicutes bacterium HGW-Firmicutes-16
74
73


241

Oscillibacter sp. 57_20

74
403


242

Olsenella provencensis

74
7


243

Olsenella sp. An188

74
0


244

Anaerotruncus colihominis

73
71


245

Clostridium sp. CAG: 524

73
71


246

Bacteroides coprocola CAG: 162

72
79


247
Firmicutes bacterium CAG: 41
72
310


248

Coprococcus comes

71
125


249

Ruminococcus sp. CAG: 90

71
9


250

Clostridium sp. CAG: 492

70
0


251

Pygmaiobacter massiliensis

69
0


252

Lysinibacillus sphaericus

69
0


253

Roseburia intestinalis

69
1218


254

Ruminococcus flavefaciens

69
267


255
uncultured Coprococcus sp.
68
22


256

Lactococcus lactis

68
0


257
uncultured Oscillibacter sp.
66
87


258

Gordonibacter pamelaeae

65
0


259

Bacteroides eggerthii

64
0


260

Bifidobacterium kashiwanohense

64
82


261
Clostridiales bacterium 41_12_two_minus
63
195


262

Collinsella sp. 60_9

63
17


263

Allisonella histaminiformans

62
54


264

Megasphaera elsdenii

61
262


265

Lysinibacillus sp. FJAT-14745

61
0


266

Ruminococcus sp. CAG: 9

60
59


267

Urinacoccus sp. Marseille-P3926

60
0


268

Bacteroides coprocola

60
99


269

Olsenella sp. An285

59
0


270

Acinetobacter sp. NIPH 2171

59
0


271

Clostridium sp. CAG: 7

59
396


272

Bifidobacterium catenulatum

58
75


273

Olsenella sp. An290

58
0


274

Eubacterium hallii CAG: 12

57
41


275

Streptococcus pneumoniae

57
8


276

Collinsella sp. MSS

56
0


277

Eggerthella sp. CAG: 209

56
0


278

Bacteroides sp. CAG: 20

56
37


279

Clostridium sp. C105KSO15

55
0


280

Bacteroides sp. CAG: 189

55
36


281

Clostridium sp. CAG: 594

55
0


282

Bacteroides sp. AR29

55
0


283

Subdoligranulum sp. 4_3_54A2FAA

54
65


284

Ruminococcus bicirculans

54
172


285

Oscillibacter sp. 1-3

53
70


286

Blautia sp. Marseille-P3087

53
39


287

Turicibacter sanguinis

52
26


288

Peptoniphilus sp. oral taxon 375

52
0


289

Olsenella sp. An293

52
0


290

Bacteroides intestinalis CAG: 315

51
32


291

Acinetobacter sp. YZS-X1-1

51
0


292

Ruthenibacterium lactatiformans

51
69


293

Coprococcus eutactus CAG: 665

51
0


294
Firmicutes bacterium CAG: 321
51
69


295

Bacteroides sp. D20

50
32


296

Clostridium sp. CAG: 264

50
38


297

Blautia producta

49
0


298
Firmicutes bacterium CAG: 176_59_8
49
90


299

Bacteroides sp. 1_1_14

48
18


300
Erysipelotrichaceae bacterium 6_1_45
48
0


301

Peptoniphilus sp. HMSC075B08

47
0


302

Selenomonas bovis

47
168


303

Bacteroides sp. 4_1_36

45
27


304

Slackia piriformis

44
0


305

Enterobacter cloacae

44
0


306
[Clostridium] citroniae
43
0


307

Ruminococcus sp. CAG: 254

43
486


308

Alistipes finegoldii

43
143


309

Haemophilus parainfluenzae

43
87


310

Alistipes onderdonkii

42
14


311

Actinomyces sp. HPA0247

42
0


312

Roseburia sp. CAG: 182

42
317


313

Parabacteroides sp. merdae-related_45_40

41
10


314
butyrate-producing bacterium SS3/4
41
248


315

Collinsella vaginalis

41
8


316

Faecalibacterium sp. CAG: 82-related_59_9

41
99


317

Acinetobacter schindleri

40
0


318

Bacteroides oleiciplenus

40
55


319

Megamonas rupellensis

40
35


320

Blautia sp. Marseille-P2398

40
44


321

Clostridium sp. CAG: 81

40
238


322

Comamonas kerstersii

40
0


323

Eggerthella sp. 1_3_56FAA

39
0


324

Enterobacter hormaechei

39
0


325

Rummeliibacillus stabekisii

39
0


326

Acinetobacter bereziniae

39
0


327

Lactobacillus pentosus

39
0


328

Eubacterium eligens CAG: 72

39
102


329

Oscillibacter valericigenes

38
58


330

Bacteroides nordii

38
0


331

Clostridium sp. CAG: 127

37
628


332

Eggerthella sp. HGA1

37
0


333
[Ruminococcus] gnavus
37
96


334

Ruminococcus sp. CAG: 108

37
100


335

Olsenella mediterranea

37
0


336

Oscillibacter sp. PC13

37
56


337

Subdoligranulum sp. CAG: 314

37
36


338

Oscillibacter ruminantium

37
68


339

Roseburia inulinivorans CAG: 15

37
161


340

Finegoldia magna

36
0


341

Bacteroides sp. 3_1_23

36
42


342

Peptococcus niger

35
0


343

Bacteroides sp. HPS0048

35
0


344

Oribacterium sp. WCC10

35
15


345
Firmicutes bacterium CAG: 552_39_19
34
68


346

Paraprevotella clara CAG: 116

34
0


347
Clostridiales bacterium 41_21_two_genomes
34
338


348

Prevotella sp. CAG: 604

34
247


349

Intestinimonas massiliensis

34
34


350

Clostridium sp. L2-50

34
123


351

Clostridium sp. CAG: 1000

34
0


352
Firmicutes bacterium CAG: 24
33
9


353

Enterococcus sp. FDAARGOS_375

33
0


354

Prevotella sp. CAG: 891

33
34


355

Parabacteroides sp. D13

33
60


356

Enterococcus sp. HMSC05C03

33
0


357

Eubacterium siraeum CAG: 80

33
39


358

Megasphaera sp. BL7

33
74


359

Bacteroides sp. D22

33
41


360

Lysinibacillus macroides

32
0


361

Klebsiella sp. MS 92-3

32
0


362

Sporobacter termitidis

32
36


363

Acinetobacter sp. NIPH 899

32
0


364

Pseudoflavonifractor capillosus

31
31


365

Lysinibacillus fusiformis

31
0


366

Peptoniphilus grossensis

31
0


367
Firmicutes bacterium CAG: 102
31
206


368

Ruminococcus albus

31
33


369

Cutaneotrichosporon oleaginosum

31
0


370
Firmicutes bacterium HGW-Firmicutes-21
31
0


371

Marvinbryantia formatexigens

31
28


372

Collinsella bouchesdurhonensis

31
0


373

Acidovorax sp. 12322-1

31
0


374
Firmicutes bacterium CAG: 321_26_22
31
51


375

Corallococcus sp. CAG: 1435

30
143


376

Bacteroides sp. 3_1_40A

30
17


377
Ruminococcaceae bacterium D5
30
31


378
Bacteroidales bacterium 43_8
30
0


379

Anaerotruncus rubiinfantis

30
14


380

Ruminococcus champanellensis

30
57


381

Clostridium sp. CAG: 349_48_7

30
25


382

Eubacterium rectale CAG: 36

29
95


383

Clostridium sp. CAG: 91

29
107


384

Butyricimonas sp. An62

29
0


385
Clostridiales bacterium GWF2_36_10
29
0


386

Alistipes finegoldii CAG: 68

29
0


387

Flavonifractor sp. An10

28
30


388

Lactobacillus salivarius

28
0


389

Butyricimonas synergistica

28
0


390
Firmicutes bacterium CAG: 65
28
160


391

Prevotella sp. CAG: 5226

28
188


392

Romboutsia ilealis

27
8


393

Eubacterium sp. CAG: 146

27
27


394

Clostridium sp. CAG: 609

27
19


395

Blautia schinkii

27
0


396

Methanosphaera stadtmanae

27
0


397

Alistipes timonensis

26
0


398

Lysinibacillus sp. ZYM-1

26
0


399
Lachnospiraceae bacterium JC7
26
17


400

Bacteroides sp. CAG: 709

26
140


401

Terrisporobacter glycolicus

26
0


402

Bacteroides sp. 3_1_19

25
22


403
bacterium LF-3
25
20


404

Bacteroides stercorirosoris

24
31


405

Peptoniphilus phoceensis

24
0


406

Oribacterium sp. P6A1

24
0


407

Prevotellamassilia timonensis

24
158


408

Ruminococcus faecis

24
10


409

Anaerofilum sp. An201

24
35


410

Dorea sp. 42_8

24
17


411

Eubacterium sp. CAG: 251

24
290


412

Clostridium sp. CAG: 389

23
45


413

Blautia sp. SF-50

23
9


414

Eubacterium sp. CAG: 76

23
76


415
Clostridiales bacterium NK3B98
23
33


416
Firmicutes bacterium ASF500
23
46


417

Bacteroides bouchesdurhonensis

23
0


418

Eubacterium sp. 38_16

22
22


419

Clostridium sp. HGF2

22
0


420

Bacteroides sp. 9_1_42FAA

22
16


421

Mitsuokella jalaludinii

22
280


422

Paraprevotella clara

22
0


423

Blautia massiliensis

22
7


424
Coriobacteriaceae bacterium 68-1-3
22
0


425

Bacteroides sp. 43_108

22
22


426

Olsenella sp. An270

22
0


427

Isoptericola variabilis

22
0


428

Clostridium sp. KNHs209

21
13


429

Streptococcus parasanguinis

21
61


430

Gordonibacter massiliensis

21
0


431

Bilophila wadsworthia

21
436


432
uncultured Bacteroides sp.
21
46


433
Firmicutes bacterium CAG: 552
21
31


434

Clostridium sp. SS2/1

21
60


435

Parabacteroides johnsonii

21
8


436

Flavonifractor sp. An100

20
50


437

Propionibacterium acidifaciens

20
0


438

Clostridium sp. CAG: 914

20
29


439

Clostridium sp. 26_22

20
0


440

Bacteroides cellulosilyticus

20
82


441
Ruminococcaceae bacterium D16
20
163


442

Butyricicoccus pullicaecorum

20
30


443

Actinomyces sp. ICM47

20
0


444

Olsenella sp. Marseille-P2300

20
0


445

Collinsella tanakaei

20
15


446

Gemmiger sp. An120

19
39


447

Pseudoflavonifractor sp. An184

19
35


448

Peptoniphilus sp. HMSC062D09

19
0


449

Bacteroides sp. 3_1_13

19
36


450

Flavonifractor sp. An306

19
32


451
Firmicutes bacterium CAG: 145
19
15


452

Peptoniphilus timonensis

18
0


453

Eubacterium ventriosum

18
70


454
Clostridiales bacterium 43-6
18
0


455

Cloacibacillus evryensis

18
0


456

Akkermansia muciniphila CAG: 154

18
13


457

Oribacterium sp. C9

18
0


458

Olsenella uli

18
11


459

Prevotella sp. CAG: 1092

17
299


460

Slackia heliotrinireducens

17
0


461

Lagierella massiliensis

17
0


462
Firmicutes bacterium CAG: 194
17
14


463
Lachnospiraceae bacterium 28-4
17
0


464

Oribacterium sp. NK2B42

17
0


465

Bacteroides eggerthii CAG: 109

17
0


466

Eggerthella timonensis

17
0


467

Clostridium sp. CAG: 762

17
79


468

Brachyspira sp. CAG: 484

17
91


469
methanogenic archaeon mixed culture ISO4-G1
17
38


470

Eggerthella sp. 51_9

17
0


471

Ruminococcus sp. CAG: 379

17
27


472

Bacteroides timonensis

17
98


473

Oscillibacter sp. CAG: 155

17
36


474

Peptoniphilus senegalensis

17
0


475

Lachnospira pectinoschiza

16
117


476
Firmicutes bacterium CAG: 95
16
197


477

Megamonas sp. Calf98-2

16
10


478

Massilimaliae massiliensis

16
14


479

Anaeromassilibacillus sp. An200

16
17


480

Odoribacter sp. 43_10

16
0


481

Bacteroides mediterraneensis

16
11


482

Bacteroides dorei CAG: 222

16
7


483

Bacteroides sp. 4_3_47FAA

16
13


484
Firmicutes bacterium CAG: 534
16
314


485
Ruminococcaceae bacterium FB2012
16
0


486

Clostridium disporicum

16
0


487

Neglecta timonensis

16
13


488

Bacteroides uniformis CAG: 3

15
9


489

Clostridium bolteae CAG: 59

15
0


490

Agathobaculum desmolans

15
61


491

Bacteroides sartorii

15
5


492

Bacteroides sp. D2

15
63


493

Lachnoclostridium sp. An196

15
151


494

Acidaminococcus massiliensis

15
0


495

Raoultibacter massiliensis

15
0


496

Clostridium sp. SN20

15
0


497

Eggerthella sp. YY7918

15
0


498

Bacteroides sp. 43_46

15
0


499
Lachnospiraceae bacterium 7_1_58FAA
15
25


500
Eggerthellaceae bacterium AT8
15
0


501

Alistipes sp. AL-1

15
10


502

Ruminococcus sp. SR1/5

15
0


503

Bacteroides fragilis CAG: 558

15
0


504
[Clostridium] thermosuccinogenes
14
0


505

Hydrogenoanaerobacterium saccharovorans

14
14


506

Alistipes sp. 58_9_plus

14
0


507

Eubacterium sp. CAG: 86

14
92


508

Faecalibacterium sp. CAG: 1138

14
29


509

Actinomyces oris

14
0


510

Dorea sp. CAG: 105

14
0


511
Eubacteriaceae bacterium CHKC1005
14
17


512

Succinivibrio dextrinosolvens

14
32


513

Lactococcus garvieae

14
0


514

Bacteroides sp. 1_1_30

14
33


515
[Clostridium] asparagiforme
14
9


516

Ruminococcus sp. CAG: 9-related 41_34

14
13


517

Enterococcus sp. HMSC072H05

14
0


518
Firmicutes bacterium CAG: 475
14
39


519

Clostridium sp. CAG: 440

14
0


520

Coprobacillus sp. 8_1_38FAA

14
35


521

Alloprevotella rava

14
14


522

Collinsella ihuae

13
0


523

Coprobacillus sp. CAG: 235_29_27

13
0


524

Megasphaera sp. NM10

13
39


525

Enterorhabdus caecimuris

13
21


526

Peptoniphilus harei

13
0


527

Prevotella sp. CAG: 755

13
13


528

Ruminococcus sp. CAG: 579

13
0


529

Paraprevotella xylaniphila

13
0


530

Enterococcus sp. 5B7_DIV0075

12
0


531

Tyzzerella nexilis

12
81


532

Ruminococcus sp. CAG: 57

12
36


533

Parabacteroides sp. Marseille-P3763

12
0


534

Raoultibacter timonensis

12
0


535

Bacteroides thetaiotaomicron CAG: 40

12
0


536
Clostridiales bacterium SK-Y3
12
0


537

Eubacterium sp. 41_20

12
62


538

Mobilibacterium timonense

12
0


539

Arabia massiliensis

12
0


540

Bacteroides vulgatus CAG: 6

12
7


541

Lysinibacillus boronitolerans

12
0


542

Ruminococcus sp. CAG: 108-related_41_35

11
50


543

Acinetobacter sp. LCT-H3

11
0


544

Odoribacter splanchnicus CAG: 14

11
0


545

Synergistes jonesii

11
0


546

Olsenella profusa

11
6


547

Synergistes sp. 3_1_syn1

11
0


548

Bilophila sp. 4_1_30

11
78


549

Clostridium sp. CAG: 798

11
61


550

Bacteroides sp. 2_1_33B

11
0


551

Prevotella sp. 885

11
146


552

Intestinibacter bartlettii

11
13


553

Enterorhabdus mucosicola

10
11


554

Bacteroides cellulosilyticus CAG: 158

10
30


555

Enterococcus sp. 3H8_DIV0648

10
0


556

Clostridium sp. CAG: 269

10
115


557

Candida parapsilosis

10
0


558

Clostridium nexile CAG: 348

10
74


559

Weissella sp. DD23

10
0


560

Actinomyces dentalis

9
0


561
uncultured crAssphage
9
9


562

Tissierellia bacterium SS-A11

9
0


563

Clostridium sp. ASBs410

9
0


564

Roseburia sp. CAG: 471

9
119


565

Paeniclostridium sordellii

9
0


566

Collinsella stercoris

9
0


567

Bacteroides coprophilus

9
8


568

Bacteroides sp. 3_1_33FAA

9
17


569

Enterococcus gilvus

9
0


570

Acidaminococcus sp. CAG: 542

8
0


571

Alistipes sp. CAG: 29

8
30


572

Prevotella sp. CAG: 617

8
8


573

Leuconostoc lactis

8
0


574

Collinsella sp. An2

8
0


575

Actinomyces sp. oral taxon 175

8
0


576
Clostridiales bacterium VE202-21
8
0


577

Listeria monocytogenes

8
0


578

Clostridium sp. 7_2_43FAA

8
0


579

Paraclostridium bifermentans

8
0


580

Enterococcus pallens

8
0


581
[Desulfotomaculum] guttoideum
7
0


582

Anaerococcus prevotii

7
0


583

Actinomyces viscosus

7
0


584

Bacteroides finegoldii

7
33


585

Clostridium celatum

7
0


586

Bacteroides stercoris CAG: 120

7
0


587

Enterococcus saccharolyticus

7
0


588

Enterococcus malodoratus

7
0


589

Clostridium sp. CAG: 470

7
10


590

Actinomyces odontolyticus

7
0


591

Peptoniphilus duerdenii

7
0


592

Actinomyces sp. ICM58

7
0


593

Ruminococcus sp. 37_24

7
0


594

Alistipes putredinis CAG: 67

7
9


595

Fusobacterium mortiferum

7
0


596

Collinsella phocaeensis

7
0


597

Dialister succinatiphilus

7
196


598

Enterococcus sp. kppr-6

6
0


599

Eubacterium callanderi

6
0


600

Sutterella wadsworthensis CAG: 135

6
18


601
Clostridiales bacterium 36_14
6
52


602

Prevotella lascolaii

6
11


603

Collinsella intestinalis

6
0


604
Lachnospiraceae bacterium 5_1_63FAA
6
33


605

Actinomyces sp. ICM39

6
0


606

Acinetobacter sp. CIP 101934

6
0


607

Acinetobacter lwoffii

5
0


608

Peptoniphilus sp. BV3AC2

5
0


609

Bifidobacterium bifidum CAG: 234

5
0


610

Bifidobacterium pseudocatenulatum CAG: 263

5
0


611

Lactobacillus rhamnosus

5
0


612

Prevotella sp. CAG: 732

5
65


613

Megamonas funiformis CAG: 377

5
0


614

Megamonas hypermegale

4
124


615

Eubacterium sp. CAG76_36_ 125

4
30


616

Bifidobacterium adolescentis CAG: 119

4
18


617

Roseburia sp. CAG: 197

0
47


618

Bacteroides sp. CAG: 98

0
41


619

Parasutterella excrementihominis CAG: 233

0
48


620

Clostridium sp. CAG: 122

0
98


621
Firmicutes bacterium CAG: 313
0
124


622
Clostridiales bacterium KLE1615
0
301


623

Elusimicrobium sp. An273

0
124


624

Bifidobacterium dentium

0
5


625
Clostridia bacterium UC5.1-1D1
0
8


626

Tyzzerella sp. Marseille-P3062

0
35


627

Acidaminococcus intestini

0
7


628

Prevotella sp. CAG: 386

0
64


629
uncultured Lachnospira sp.
0
248


630

Clostridium sp. M62/1

0
10


631

Sellimonas intestinalis

0
23


632

Clostridium sp. CAG: 780

0
114


633

Clostridium sp. AT4

0
26


634

Roseburia sp. CAG: 380

0
16


635

Ruminococcus sp. CAG: 330

0
23


636

Clostridium sp. CAG: 575

0
4


637

Clostridium sp. CAG: 62

0
74


638
Lachnospiraceae bacterium 8_1_57FAA
0
11


639

Eubacterium sp. CAG: 603

0
22


640
Ruminococcaceae bacterium cv2
0
15


641

Akkermansia sp. CAG: 344

0
58


642

Clostridium sp. 44_14

0
54


643

Clostridium sp. CAG: 628

0
107


644

Ruminococcus sp. CAG: 624

0
32


645

Roseburia sp. CAG: 303

0
451


646

Lactobacillus rogosae

0
33


647

Roseburia sp. CAG: 309

0
25


648

Acholeplasma sp. CAG: 878

0
115


649

Shigella sonnei

0
35


650

Megasphaera elsdenii CAG: 570

0
7


651

Fusobacterium sp. CAG: 439

0
8


652

Bifidobacterium pseudolongum

0
9


653

Bacteroides sp. CAG: 770

0
38


654

Bacteroides sp. 14(A)

0
11


655

Anaerovorax odorimutans

0
15


656

Bifidobacterium merycicum

0
7


657

Ruminococcus callidus

0
268


658

Eubacterium sp. CAG: 252

0
27


659

Clostridium sp. CAG: 253

0
42


660

Clostridium sp. ATCC BAA-442

0
20


661

Coprobacillus sp. 28_7

0
21


662

Clostridium sp. SCN 57-10

0
40


663

Ruminococcus sp. CAG: 403

0
7


664

Clostridium sp. 42_12

0
14


665
Firmicutes bacterium CAG: 65_45_313
0
108


666
Lachnospiraceae bacterium CAG: 25
0
8


667

Sutterella parvirubra

0
15


668

Eubacterium sp. 45_250

0
17


669
Firmicutes bacterium CAG: 272_52_7
0
26


670

Clostridium sp. 29_15

0
18


671

Veillonella dispar

0
94


672

Bacteroides sp. CAG: 530

0
145


673

Flavonifractor sp. An82

0
15


674
Firmicutes bacterium CAG: 449
0
81


675

Eubacterium ramulus

0
27


676

Clostridium sp. CAG: 75

0
26


677

Shigella flexneri

0
10


678

Coprococcus comes CAG: 19

0
9


679
Firmicutes bacterium CAG: 341
0
52


680
Candidatus Gastranaerophilales bacterium HUM_1
0
102


681

Clostridium sp. CAG: 813

0
49


682
Proteobacteria bacterium CAG: 495
0
31


683

Coprobacillus sp. CAG: 698

0
130


684

Prevotella stercorea

0
117


685

Gemmiger sp. An50

0
16


686

Clostridium sp. 26_21

0
12


687

Clostridium sp. CAG: 217

0
20


688

Butyrivibrio crossotus

0
11


689

Coprococcus sp. CAG: 782

0
11


690

Prevotella sp. P3-122

0
18


691

Blautia sp. CAG: 52

0
31


692
uncultured organism
0
7


693

Roseburia sp. 499

0
46


694

Clostridium sp. CAG: 277

0
170


695

Mitsuokella multacida

0
126


696

Azospirillum sp. 51_20

0
8


697

Ruminococcus sp. DSM 100440

0
37


698

Clostridium sp. CAG: 62_40_43

0
30


699

Butyrivibrio crossotus CAG: 259

0
10


700

Azospirillum sp. CAG: 239

0
82


701

Prevotella sp. CAG: 520

0
540


702
Lachnospiraceae bacterium TF01-11
0
111


703
Burkholderiales bacterium 1_1_47
0
118


704

Bacteroides massiliensis

0
134


705

Eubacterium sp. CAG: 248

0
294


706
Clostridiales bacterium VE202-14
0
17


707

Eubacterium sp. 36_13

0
36


708

Veillonella atypica

0
41


709

Sutterella sp. 54_7

0
5


710

Dakarella massiliensis

0
64


711

Clostridium ventriculi

0
119


712

Sutterella sp. CAG: 351

0
44


713

Bacteroides acidifaciens

0
9


714
Lachnospiraceae bacterium KHCPX20
0
7


715

Roseburia sp. CAG: 10041_57

0
38


716

Veillonella sp. DORA_A_3_16_22

0
33


717

Selenomonas ruminantium

0
6


718

Emergencia timonensis

0
14


719

Roseburia sp. CAG: 45

0
62


720

Azospirillum sp. 47_25

0
8


721

Fournierella massiliensis

0
23


722
Tenericutes bacterium HGW-Tenericutes-4
0
16


723

Blastocystis sp. subtype 1

0
33


724

Prevotella bryantii

0
8


725

Roseburia sp. 831b

0
46


726

Bacteroides sp. CAG: 754

0
25


727

Roseburia sp. 40_7

0
11


728

Roseburia sp. CAG: 100

0
70


729

Bacteroides congonensis

0
14


730

Clostridium sp. CAG: 12237_41

0
36


731
Lachnospiraceae bacterium 10-1
0
20


732

Eubacterium sp. CAG: 38

0
452


733

Azospirillum sp. CAG: 260

0
16


734

Bacteroides ovatus CAG: 22

0
36


735
Firmicutes bacterium CAG 194_44_15
0
7


736

Veillonella parvula

0
14


737

Clostridium sp. CAG: 265

0
41


738

Coprococcus sp. ART55/1

0
9


739

Parasutterella excrementihominis

0
63


740

Roseburia intestinalis CAG: 13

0
190


741

Roseburia sp. CAG: 50

0
13


742
uncultured Roseburia sp.
0
36


743

Akkermansia glycaniphila

0
18


744

Mycoplasma sp. CAG: 611

0
61


745

Eggerthella sp. CAG: 298

0
43


746

Clostridium sp. CAG: 632

0
226


747

Prevotella ruminicola

0
7


748

Drancourtella massiliensis

0
18


749

Lachnoclostridium sp. An14

0
19


750

Eubacterium sp. CAG: 115

0
14


751

Bacteroides sp. CAG: 1076

0
4


752

Coprococcus sp. CAG: 131

0
26


753

Veillonella sp. oral taxon 158

0
12


754

Phascolarctobacterium sp. CAG: 266

0
14


755

Lachnoclostridium edouardi

0
11


756

Prevotella stercorea CAG: 629

0
24


757

Alloprevotella tannerae

0
7


758

Olsenella sp. oral taxon 807

0
8
















TABLE 9







PostIntervention Control vs PostIntervention Treatment Seed Average Values

















Post



Post





Baseline
Intervention


Baseline
Intervention



Control
Control

Increase/
Treatment
Treatment

Increase/


IDs
Average
Average
Difference
Decrease
Average
Average
Difference
Decrease





Carbohydrates

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Ctext missing or illegible when filed , Vitamins,

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Increase

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Prosthetic Groups,


Pigments


Amino Acids and

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Derivatives


Protein Metabolism

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶



text missing or illegible when filed  Metabolism


text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Increase

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Cell Wall and Capsule

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Fatty Acids, Lipids,

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


and text missing or illegible when filed



text missing or illegible when filed  and


text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶



text missing or illegible when filed




text missing or illegible when filed  Metabolism


text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Respiration

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Stress Response

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Metabotext missing or illegible when filed  damage and

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶



text missing or illegible when filed  repair or mitigation




text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Phosphorus Metabolism

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Regulation and

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Cell Signaling


Cell Division and

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Cell Cycle



text missing or illegible when filed  acquisition and


text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Increase

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


metabolism


Potassium metabolism

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Sulfur Metabolism

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Virulence, Disease

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


and Defense


Phages, Prophages,

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Transposable elements,


Plasmids


Metabolism of Aromatic

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed



text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Compounds


Mtext missing or illegible when filed  and Chetext missing or illegible when filed

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Increase

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Thiamin

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Increase

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Nitrogen Metabolism

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


Predictions based on

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶


plant-prokaryote


comparative analysis


Mitotext missing or illegible when filed  electron

text missing or illegible when filed


text missing or illegible when filed


text missing or illegible when filed

Decrease¶

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text missing or illegible when filed


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Discussion:

In this study, following earlier reports of clinical improvement in terms of sleep (Raghavan et al., 2021a), behavioural pattern (Raghavan et al., 2021b), plasma αSyn (Raghavan et al., 2021a) and serum melatonin increase (Raghavan et al., 2021b), gut dysbiosis has been shown to have a strong correlation with the severity of symptoms in ASD (Grimaldi et al., 2018). We evaluated and compared the gut microbiota of the subjects who were supplemented with AFO-202-derived 1,3-1,6 beta glucan with those who did not take the supplement.


Several studies have reported the differences in the gut microbiota between children with ASD and neurotypical children. Reduced number of bifidobacterial and increased Clostridium spp., Desulfovibrio spp., Sutterella spp., and/or Veillonellacea was reported by Souza et al (2012). Tomova et al (2015) reported a change in Bacteroidetes/Firmicutes ratio and an increase in bifidobacterial numbers after probiotic administration.


An exclusion diet and a 6-week prebiotic intervention demonstrated lower abundance of Bifidobacterium spp. and Veillonellaceae family and higher abundance of Faecalibacterium prausnitzii and Bacteroides spp. (Grimaldi et al., 2018). Faecalibacterium, Ruminococcus, and Bifidobacterium were relatively less abundant, whereas Caloramator, Sarcina, Sutterella ceae, and Enterobacteriaceae were more abundant in children with ASD (De Angelis et al., 2013). In addition, lower abundances of the genera Prevotella, Coprococcus, and unclassified Veillonellaceae have been reported (Kang et al., 2013). Among these bacteria, increased Bacteroidaceae, Prevotellaceae, and Ruminococcaceae and decreased Prevotella copri, Faecalibacterium prausnitzii, and Haemophilus parainfluenzae have been reported (Kang et al., 2018; Oh et al., 2020).


In the present study, in line with these reports, the shift of the gut microbiome was towards a beneficial spectrum in Group 2 (Nichi Glucan) because there was a decrease in Enterobacter, Lactobacillus, Escherichia coli, Akkermansia muciniphila CAG:154, Blautia spp., Coprobacillus sp., several clostridium spp., and Clostridium bolteae CAG:59, with an increase in the abundance of Bacteroides, Prevotella, Faecalibacterium prausnitzii, and Prevotella copri. Desulfovibrio Bacteria which have been reported to be associated with PD (Murros et al., 2021) decreased in the Gr. 2.


In particular, Enterobacteria and E. coli significantly decreased in Group 2 compared to Group 1 after the intervention. Gram-negative enteric bacteria such as the Enterobacter and E. coli secrete the amyloid curli that constitutes 85% of the extracellular matrix of enteric biofilms. The curli has similarities and associations with pathological and immunomodulatory human amyloids such as amyloid-3 implicated in AD, αSyn involved in ASD and PD, and serum amyloid A associated with neuroinflammation (Miller et al., 2021). Curli causes misfolding (Al-Mazidi et al., 2021) and accumulation of the neuronal protein αSyn in the form of insoluble amyloid aggregations, leading to inflammation and neuronal dysfunction that is central to pathogenesis of Lewy-body-associated synucleinopathies, including PD and AD.


Curli-producing bacteria also increase the production and aggregation of the amyloid protein αSyn, which has been shown to propagate in a prion-like fashion from the gut to the brain via the vagus nerve and/or spinal cord, thus culminating in the neurological disorders such as ASD (Al-Mazidi et al., 2021). In this study, the significant decrease in Enterobacter and E-coli will thus be of benefit in these synculeopathies. Before the start of this study, the objective to study αSyn was to understand the effects of the beta glucan supplementation on Synaptic imbalance in presynaptic terminals, observed in ASD.


The study results showed that plasma levels of αSyn increased in Group 2 compared with Group 1 along with improvement in Childhood Autism Rating Scale score and sleep pattern which to our knowledge is the first of its kind intervention producing an observable change in the plasma synuclein levels (Al-Mazidi et al., 2021).


In a study by Ding et al., it was reported that 14 functional properties displayed differences between the ASD and healthy control groups. Four functions, including galactose metabolism, glycosyltransferase activity, glutathione metabolism, and antifolate resistance, were enriched in the ASD group. In another study by Lindefeldt et al, the relative abundance of 26 metabolic pathways was diminished after 3 months on a ketogenic diet in children with epilepsy and 3 became more relative abundant.


The group with most pathways changed was carbohydrate metabolism, showing reduction of fructooligosaccharides (FOS) and raffinose utilization, sucrose utilization, glycogen metabolism, lacto-N-biose I and galacto-N-biose metabolic pathway. The SEED average findings of the present study also reflect this beneficial outcome (FIG. 21 and Table 9)


The study of the gut microbiome has offered further new insights wherein Enterobacter increasing curli protein and αSyn deposition in the enteric nervous system having been controlled by the beta glucan food supplement, the increase in plasma αSyn levels point out to the disintegration of the amyloid deposits leading to these αSyn entering the blood stream. Indeed, natural killer (NK) cells have been shown to act as efficient scavengers of abnormal α-Syn aggregates (Earls et al., 2020), and the AFO-202 beta glucan has a proven capability to increase and activate NK cells (Ikewaki et al., 2007), which could be another probable mechanism contributing to the increased αSyn levels in the plasma, apart from positive clinical outcomes in these children with ASD.


This result highlights NK cell's potential as a promising therapeutic strategy for prophylaxis and prevention of brain disorders, and they are likely to be used for such αSyn accumulation and propagation, after relevant research on their specific pathways and variations in their capability. The NK cells have been proven to clear the amyloid deposits peripherally though not macrophages (Raghavan et al., 2021c). In the central nervous system, such a role is played by the microglia (Bartels et al., 2020). βeta-glucans also rejuvenate microglia (Luna et al., 2015) that have been shown to scavenge amyloid deposits in the brain and CNS (Morato Torres et al., 2020), thus proving to be a wholesome therapeutic strategy for neurodevelopmental and neurodegenerative diseases.


Altered α-Syn protein misfolding spreading to anatomically connected regions in a prion-like manner and mediating neurodegenerative diseases such as PD (Terajima et al., 2020) and the increased risk of children with ASD in developing PD at a later stage (Swirski et al., 2014) suggests further research into these converging pathogenic pathways of neurodevelopmental and neurodegenerative diseases is needed as well as suggests that this safety-proven food supplement is a preventive strategy in subjects with ASD against PD.


Other than research into normal and abnormal α-syn being warranted, studying the implications of soluble and insoluble α-syn (Boziki et al., 2020) is important because the proportion of insoluble α-syn that was phosphorylated at Ser129 was reported to be significantly higher in brain tissue from PD patients. In addition, cell lines such as the SH-SYHY neuroblastoma (Boziki et al., 2020) will reveal the correlation of the various α-syn with the severity of symptoms and pathogenesis in these neurodegenerative diseases, apart from helping to develop novel disease-modifying strategies employing such simple nutritional supplementation.


The microbiota reconstituted in a beneficial manner in the present study with AFO-202 beta glucan must be further progressed into research to study the effects of other variants of A. pullulans beta glucan that have been shown to be anti-inflammatory. Such research could lead to mechanistic insight into the molecular pathways from the local immune responses in the gut leading to systemic inflammation and, eventually, to organ-specific autoimmunity of the CS in neuroinflammatory conditions such as MS.


Conclusion:

Favourable reconstitution of the gut microbiota after consumption of AFO-202 beta glucan in children with ASD has been demonstrated in this study, apart from the clinical improvement already reported. The decrease in Enterobacteria demonstrates the potential of this beta-glucan supplementation for neurodevelopmental conditions such as ASD as well as neurodegenerative disorders such as PD and AD, with converging pathways of amyloid accumulations and propagation, warranting larger clinical studies and research to recommend this as a routine food supplement or an adjunct to existing therapies for prevention and management of both neurodevelopmental and neurodegenerative diseases.


List of Abbreviations





    • ASD—autism spectrum disorder

    • WGM—Whole genome metagenome

    • αSyn—α-synuclein

    • MS—multiple sclerosis

    • AD—Alzheimer's disease

    • PD—Parkinson's disease





Improving Behavioural Pattern and Alpha-Synuclein Levels
Abstract:

Autism spectrum disorders (ASDs) are a wide range of disabilities in which the neurosynaptic biomarkers and mechanisms remain elusive. As there are no definite interventional modalities available to improve the behavioural pattern, remedial therapies are the only option and have varying outcomes. Based on our earlier study on the improvement of melatonin in ASD children when supplemented with a biological response modifier beta-glucan food supplement, we have evaluated the childhood autism rating scale (CARS) and alpha-synuclein levels in this randomized, parallel-group, multiple-arm clinical trial. Six subjects with ASD (n=6) Gr. 1 underwent conventional treatment comprising remedial behavioural therapies and L-Carnosine 500 mg per day, and 12 subjects (n=12) Gr. 2 underwent supplementation with the Nichi Glucan food supplement 0.5 g twice daily along with the conventional treatment.


There was a significant decrease in the CARS score in all of the children of the Nichi Glucan Gr.2 compared to the control (p-value=0.034517), by an average of 3 points in the improvement of autism's signs and symptoms, whereas the improvement was very mild or nil in Gr.1. Plasma levels of alpha-synuclein were significantly higher in Gr. 2 (Nichi Glucan) than in the control group Gr. 1 (p-value=0.091701). Improvement of the behavioural pattern CARS score and a correlating alpha-synuclein level, followed by a safe beta-glucan food supplement, warrants further research on other parameters, such as gut-microbiota evaluation, and relevant neuronal biomarkers which is likely to cast light on novel solutions.


Trial Registration Number:





    • Clinical Trials Registry of India (CTRI/2020/10/028322)





Lay Summary:

Behavioural pattern in children with Autism Spectrum Disorder has been observed to improve following consumption of Beta 1,3-1,6 Glucan food supplement. The CARS score has also shown improved, compared to the control group in this pilot clinical study along with increase of a neuronal marker Alpha-Synuclein which is usually lower in affected children compared to normal age matched controls.


Methods:

This study was approved by the institutional ethics committee of Kenmax Medical Service Private Limited, Madurai, India and was registered as a randomized, parallel-group, and multiple-arm clinical trial in the Clinical Trials Registry of India (CTRI/2020/10/028322). The caregiver of all the subjects gave their informed consent for inclusion before participation in the study. The study was conducted in accordance with the Declaration of Helsinki.


Study Design:

The subjects enrolled in the study had received a diagnosis of ASD by a developmental paediatrician and were verified by a psychologist using a clinical interview for a behavioural pattern that incorporated CARS.


Eighteen subjects (n=18) with ASD in total were enrolled in this prospective, open-label, pilot clinical trial comprising of two arms. The CONSORT flow diagram is presented as FIG. 14.


Arm 1 or Gr. 1: Control: Six subjects with ASD (n=6) underwent conventional treatment comprising remedial behavioural therapies and L-Carnosine 500 mg per day.


Arm 2 or Gr. 2: Treatment arm: 12 subjects (n=12) underwent supplementation with Nichi Glucan (Aureobasidium pullulans strain AFO-202 (also referred to as FO-68 [(accession number) FERM BP-19327]) derived Beta 1,3-1,6 Glucan) food supplement along with conventional treatment. Each subject consumed two sachets (0.5 g each) of Nichi Glucan daily—one sachet with a meal twice daily—for a period of 90 days.


Inclusion Criteria:





    • i. Age: 3 to 18 years;

    • ii. Gender: Both male and female;

    • iii. ASD criteria as per CARS score; and,

    • iv. Parents/caretakers willing to provide consent for their children to actively participate in the study.





Exclusion Criteria:





    • i. Subjects aged more than 18 years old;

    • ii. Any child with acute general illness or who has been on any antibiotic, anti-inflammatory, or antioxidant treatment in the two weeks prior to enrolment in the study;

    • iii. Hyperallergic to any of the investigational products; and,

    • iv. Subjects with long-standing infections.





Outcome Measures:





    • i. Childhood autism rating scale (CARS):

    • The CARS was monitored at baseline and after 90 days between the Gr.1 (control) and Gr.2 (Nichi Glucan). The CARS score was calculated based on a cumulative score obtained on the CARS scale, wherein a score below 30 indicates absence of sufficient signs and symptoms indicative of autism, a score between 30 and 36 indicates mild-to-moderately severe autism, and a score from 37 to 60 is correlated with severe autism (Ramaekers et al., 2019). The psychologist who performed the assessment and the parents were blind to the participant's treatment status; hence, this is a double-blind study.

    • ii. Evaluation of plasma alpha-synuclein:

    • Human alpha-synuclein (α-syn) levels in plasma were measured in peripheral blood at baseline and after the study's completion at 90 days. The measurement was performed using the human α-synuclein (α-syn) ELISA kit (KINESISDx, USA) as per the manufacturer's instructions.





Data Analysis:

All data were analysed using Excel software statistics package analysis software (Microsoft Office Excel(R)); Student's paired t-tests were also calculated using this package; and p-values<0.05 were considered significant.


Results:

During enrolment, six subjects with ASD (n=6) could be enrolled in the control group (Gr. 1), whereas in the treatment group (Gr. 2), one of them dropped out before the start of the study. During the study, four subjects were lost to follow-up: two in Gr. 1 (one dropped out due to social problems in the family, and the other relocated to another city) and two in Gr. 2 (one dropped out due to social problems in the family, and the other relocated to another city). A total of 13 subjects (four in Gr. 1 and nine in Gr. 2) completed the study. One female subject was in both Gr. 1 and Gr. 2. The rest were male.


Adverse Effects:

Only one child exhibited possible mild adverse effects related to increased bowel movements in Gr. 2 for one week after supplementation with Nichi Glucan, which settled on its own. No adverse effects were found in any of the other children.


Score on CARS Scale:

Among the children in the control group (Gr.1), all four were in the category of severe autism, and their score at baseline ranged from 37 to 52 (mean=42.75±5.76). Among the nine children in Gr.2, two were in the mild-to-moderate category of autism (mean=33.5±2.5), whereas the remaining seven were in the category of severe autism (mean=43.71±4.80).


After the intervention, the mean CARS score in the four children of the control group was 42.5±5.4, while in Gr.2 (Nichi Glucan), the mean of the CARS score in the two children with mild-to-moderate autism was 32.5±0.5. In the remaining seven children, the CARS score after Nichi Glucan intervention had a mean of 40.1±5.96. Thus, there was a significant decrease in the CARS score in all of the children in the Nichi Glucan Gr.2 group compared to the control (p-value=0.034517), with an average of 3 points in the improvement of autism's signs and symptoms, whereas the improvement was very mild or nil in Gr.1 (FIG. 26).


Among the various parameters assessed on the CARS, there was visible subjective improvement in the emotional response, including reduction in irritability and anger (88%), sleep improvement (88%), speech characteristics with improvement in finger pointing and monosyllables in 77%, and improved responses to the caregiver in 77% of the children in Nichi Glucan Gr. 2, but these improvements were very mild or nil in Gr.1.


Plasma levels of alpha-synuclein ranged between 0.12 and 20.41 ng/dl (mean=9.73 ng/dl) in the control group and between 0.45 and 41.12 ng/dl (mean=9.39 ng/dl) in the treatment group at baseline. After the intervention, plasma levels of alpha-synuclein increased, with a mean increase in levels of 26.72 ng/dl in the treatment (Nichi Glucan) Gr.2 group compared to the control group Gr. 1 (mean increase=10.56 ng/dl) (p-value=0.091701) (FIG. 27).


Discussion:

In this study of 13 subjects, the behavioural pattern evaluated by the CARS score improved in all nine subjects of Gr.2 (Nichi Glucan) (FIG. 14), especially on the emotional aspects and sleep-related parameters, and the alpha-synuclein levels increased significantly in these nine subjects compared to the control (FIG. 26). Alpha-synuclein plays a key role in the synaptic functions of neurons by regulating CADPS2 mRNA expression. There are reports that the neural overconnectivity and synapse alteration associated with the pathogenesis of ASD may actually owe their aetiology to alpha-synuclein dysregulation (Kadak et al., 2015; Sriwimol et al., 2018; Obergasteiger et al., 2014).


Further, alpha-synuclein has recently been considered one of the important biomarkers for the diagnosis of autism and ASD, wherein the levels are low compared to age-matched controls (Kadak et al., 2015; Sriwimol et al., 2018; Siddique et al. 2020). In regard to neurodegenerative diseases such as PD, the reports have been varied, with some reporting lower than normal levels and others higher. In a correlating hypothesis of the plasma alpha-synuclein level, between autism and neurodegenerative diseases, it has been proposed that alpha-synuclein aggregation in the neural synapse may lead to lower plasma levels (Sriwimol et al., 2018).


Whether the increase in alpha-synuclein levels in plasma in the ASD patients after Nichi Glucan supplementation is due to regulation/prevention of alpha-synuclein's aggregation in the neural synapse must be investigated because an earlier study on beta-glucan from yeast showed reduction in alpha-synuclein expression on the brain substantia nigra in Parkinson's rat model (Masruroh et al., 2017). However, no single mechanism, intervention, or therapy has proven its ability to regulate alpha-synuclein levels, especially in children with ASD. In our study, which is the first of its kind, the plasma alpha-synuclein levels showed significant increase after Nichi Glucan supplementation, and the levels were in line with those that were reported for children without ASD (Kadak et al., 2015; Sriwimol et al., 2018).


Studies on children with ASD have indicated there is an underlying neuroinflammatory process occurring in different regions of the brain involved in microglial activation, thus resulting in a loss of connections or underconnectivity of neurons and leading to behavioural manifestations (Shah et al., 2009). MCP-1, IL-6, IL-10, and TNF-α have been shown to be expressed in higher levels in children with autism (Shah et al., 2009). Beta-glucan has been proven to reduce the expression of inflammatory and proinflammatory markers, including II-6 and TNF-α (Ikewaki et al., 2007), apart from having a neuroprotective effect by attenuating inflammatory cytokine production through microglia (Alp et al., 2012). This mechanism of counteracting ASD inflammation by Nichi Glucan supplementation deserves further research.


In another study, beta-glucan reduced induced microglia activation and its phagocytosis of synaptic puncta and upregulation of proinflammatory cytokine (TNF-α, IL-1β, and IL-6) mRNA expression apart from promoting Tau signalling and improving cognition and brain function via the gut-brain axis (Shi et al., 2020). The mechanism by which the beta-glucan promoted behavioural improvement in the present study and correlated with the regulation of alpha-synuclein levels needs further in-depth research, not only for ASD but also for neurodegenerative diseases such as AD, PD, and so on, especially with regard to its effects on the gut-microbial ecosystem. The evolving data on the gut-brain axis and gut microbiota indicate there are two major approaches to balancing gut microbiota: probiotic and prebiotic.


Probiotic approaches, such as nutritional probiotics, faecal transplantation, and so on, involve direct administration of the beneficial microorganisms that have to colonise the gut (Peng et al., 2020). However, the gut environment must be conducive for such probiotic supplementation. This is where prebiotic approaches come in, such as Nichi Glucan, which help in regulating the gut-microbial ecosystem and preventing chronic inflammatory status Peng et al., 2020); this must be validated by future studies in terms of the effects of Nichi Glucan and gut microbiota in their relevance to ASD.


The limitation of the study is the limited number of participants, the unequal distribution of genders, and the number of participants between the groups. However, this is only a pilot study, and larger randomized, multi-centric clinical trials are warranted. Nevertheless, the study is significant as it has identified a simple nutritional supplemental intervention based on a naturally derived beta-glucan, the Nichi Glucan, which could stimulate endogenous alpha-synuclein secretion, promote better synaptic regulation, and improve the behaviour symptoms of children with autism. However, the results suggest that the benefits will be considerable when evaluated in terms of social and emotional well-being and alleviation of caregiver stress, which is extremely significant.


Conclusion:

Patients with ASD showed improvement in behavioural symptoms and improved levels of plasma alpha-synuclein; thus, this pilot clinical study of nutritional supplementation with an AFO-202 strain of black yeast Aureobasidium pullulans produced the biological response modifier beta-glucan (Nichi Glucan). Evaluation as per the CARS score has also shown significant beneficial effects. Although further validations need to be performed, the study definitely confirms the potential of Nichi Glucan as a simple but effective food supplement to be considered as a routine in children with ASD. Further research on the mechanisms of its action in improving alpha-synuclein levels and balancing the immune system in the context of managing chronic inflammation and gut-microbiota regulation as a prebiotic is likely to improve understanding of other diseases caused by neuroinflammation such as PD and AD.


Comparison of Different Beta Glucans with AFO-202


Alpha-Synuclein Suppression Data from F26S Study


Methods

Neuroblastoma cell line (SHSY-5Y Tet-On: SCC291) (MERCK) was suspended in 10% FCS-DMEM/F12 medium and seeded into 96-well microplates to achieve a cell count of 5×104 cells/well. After 24 hours of incubation, the cells were washed with 10% FCS-DMEM/F12 medium and new 10% FCS-DMEM/F12 medium was added.


Then, the different beta glucans (Product 1: Micelle Glucan(R) (gel or liquid type) purchased from RL-JP Co., Japan; Product. 2: Beta-glucan NEW EX (gel or liquid type) purchased from Aureo BIS, Japan; Product 3: Yeast Glucan (capsule, inside powder?) purchased from Shell Life Japan Co., Japan) were added to the medium, and the cells were cultured for 1 day. After incubation, the wells were washed three times with PBS and fixed in 0.25% glutaraldehyde-PBS for 1 hour at room temperature. After fixation, the wells were washed three times with PBS-0.05% Tween (PBS-T). After washing the wells with PBS-T, α-synuclein polyclonal antibody (proteintech Co. 10842-1-AP; x1,000 dilution) was added to the wells and incubated at room temperature for 1 h. Then, 2% BSA-PBS-T was added and left for 1 h (to block non-specific reactions).


After 1 hour, the wells were washed with PBS-T and 50 μL of biotin-labeled anti-rabbit IgG antibody (Cosmo Bio) diluted 5,000-fold was added to the wells and the reaction was carried out for 40 minutes at room temperature. After washing the wells, 50 μL of 10,000-fold diluted peroxidase-labeled streptavidin (Cosmo Bio) was added and the reaction was carried out for 20 minutes at room temperature. After washing the wells again, 50 μL of TMB (Cosmo Bio) was added to the wells, and the reaction was stopped with 0.5 M-HCl for 10 minutes.


After that, the absorbance (OD value) was measured with a microplate reader (450 nm) (Tosoh). Data were expressed as ΩOD value (sample OD value−blank OD value). The expression rate was calculated based on the control (None).


Results:

Results are found in Table 10.









TABLE 10







Expression of α-synuclein on the neuroblastoma cell line


(SHSY-5Y Tet-On: SCC291) treated with several beta-glucans (BGs)











δOD: 450 nm
Expression %
Suppression %


Treatment
Mean ± SD
vs. None
vs. None













None
0.776 ± 0.0211
100.0
0.0


P.1: Micelle BG
0.733 ± 0.1047
94.46
5.54


50 μg/mL


P.2: text missing or illegible when filed  BG
0.709 ± 0.0075
91.41
8.59


50 μg/mL


P.3: text missing or illegible when filed  BG
0.745 ± 0.0111
96.05
3.96


50 μg/mL


AFO-202
0.630 ± 0.0644
81.19
18.81


50 μg/mL






text missing or illegible when filed indicates data missing or illegible when filed







Decrease in α-synuclein expression was highest in AFO-202 beta glucan. Since these cell lines produced α-synuclein are considered to be abnormal/misfolded and capable of aggregation, their decrease in expression is considered to be a suppression of production of abnormal α-synuclein and hence an advantage.


Improving Sleep Pattern and Serum Melatonin
Introduction:

Sleep problems are reported in 50 to 80% of children with Autism and Autism Spectrum disorders (ASD) [C1]. In adolescents and older children with ASD, sleep problems are higher including delayed sleep onset, shorter sleep duration and daytime sleepiness whereas in younger children bedtime resistance, sleep anxiety, parasomnias and night waking are predominant [C2]. Problems in sleep exacerbate the other features of autism such as tantrums, aggression, self-injury, inattention, hyperactivity, social interactions and repetitive behaviours, adding to the parental stress and the entire family's well-being [C1, C3].


Melatonin, a neurohormone secreted by the pineal gland which regulates circadian rhythms including sleep patterns has been shown to be released at lower levels in individuals with autism and has been shown to have a positive effect on sleep in autism by acting on relieving Anxiety, improving sensory processing, possess anti-nociceptive effects on pain, and also gastro-intestinal dysfunction or gut dysbiosis [C3]. A significant proportion of children with ASD have chronic gastrointestinal problems such as diarrhea and/or constipation, irritable bowel syndrome etc. These GIT symptoms have been related cortisol response to stress and gut dysbiosis induced chronic inflammation in ASD [C2] which in turn has associations with altered melatonin levels in autism [C2]. Thus, melatonin supplementation [C2,C4,C5] is one of the main pharmacological approaches under consideration for ASD.


Clinical studies of supplemental melatonin in ASD children have shown to improve sleep latency and quality [C2,C4,C5] in varying degrees [C3]. It is also to be noted that melatonin, though the side effects have been reported to be minimal, it has been found to be effective mostly in short term treatment of sleep disorders and the positive effects have waned during follow up (6-12 months) in specific clinical studies [C6]. Beta (β)-glucans which are naturally occurring compounds have been shown to have a wide range of biological response modifying beneficial effects in metabolism, anti-cancer as well as in reducing the stress and mental disorders by acting on the immune system related pathways [C7]. An animal study has earlier shown that melatonin levels were upregulated in the blood serum of rats in the presence of rice bran (RB) and Beta (β)-glucan present in a mushroom Sarcodon aspratus (S)'s extracts [C7,C8]. We and other research teams have earlier reported the beneficial effects of Nichi Glucan, a black yeast (Aureobasidium pullulans) AFO-202 derived 1,3-,16 beta glucan in metabolic disorders [C9,C10], cancer [C11,C12] in human clinical studies and as a suggested vaccine adjuvant for COVID-19 [C13]. Herein we undertook to study the effects of Nichi Glucan on sleep pattern and serum melatonin levels of ASD children in this pilot clinical study.


Example 4
Materials and Methods:

Thirteen children with ASD, four in the control group (Gr.1) and nine in the treatment group (Gr.2) age range 2.5 to 13 years were included in the study. The subjects of Gr.2 consumed 1 gram of Nichi glucan (Aureobasidium pullulans strain AFO-202 (also referred to as FO-68 [(accession number) FERM BP-19327]) derived Beta 1,3-1,6 Glucan) as food supplement along with conventional therapies while Gr. 1 underwent conventional therapies alone for a duration of 90 days. The serum melatonin levels were evaluated before and after the study along with assessment of the subjective parameters in sleep pattern by means of a questionnaire to the caregiver in both the groups.


Results:

In the Nichi Glucan supplementation group (Gr. 2), the serum melatonin increased on an average from 238.85 ng/dl pre-intervention to 394.72 ng/dl post-intervention which was greater than the control group (Gr.1). All the children in the Nichi Glucan group (Gr.2) showed improvement in sleep pattern and quality.


Conclusion:


Aureobasidium pullulans derived Beta 1,3-1,6 Glucan after 90-days consumption has shown visible improvement in sleep quality, pattern and serum melatonin levels in this first of its kind report in the literature which warrants a larger multicentric study for validation and in-depth research on the mechanisms to recommend this as a routine supplementation in kids with ASD to improve their quality of sleep.


Example 5
Materials and Methods:

This study was approved by our Institutional ethics committee of Kenmax Medical Service Private Limited, Madurai, India and registered in the Clinical trial registry of India (CTRI/2020/10/028322).


Study Design:

The subjects enrolled in the study had clinical diagnosis of ASD by a developmental paediatrician using standard assessment verified using a clinical interview that incorporated CARS (Childhood Autism Rating Scale).


Eighteen subjects (n=18) with ASD in total were enrolled in this prospective open label pilot clinical trial comprising of two arms,


Arm 1 or Group (Gr.) 1: Control: Six subjects with ASD (n=6) underwent conventional treatment which comprised of remedial behavioural therapies and L-Carnosine 500 mg per day.


Arm 2 or Group (Gr.) 2: Treatment arm: Twelve subjects (n=12) underwent supplementation with Nichi Glucan (Aureobasidium pullulans strain AFO-202 (also referred to as FO-68 [(accession number) FERM BP-19327]) derived Beta 1,3-1,6 Glucan) food supplement along with conventional treatment. The subjects consumed 2 sachets (0.5 g each) of Nichi Glucan, one sachet with a meal twice daily for a period of 90 days.


Inclusion Criteria:





    • i. Age: 3 to 18 years;

    • ii. 2. Gender: Both male and female;

    • iii. ASD criteria as per CARS (Childhood Autism Rating Scale) score; and,

    • iv. Parents willing to consent for their children for actively participating in the study.





Exclusion Criteria:





    • i. Subjects aged more than 18 years old;

    • ii. Any child with acute general illness or is on any antibiotic, anti-inflammatory, or antioxidant treatment in the two weeks prior to enrolment in the study;

    • iii. Hyperallergic to any of the investigational products; and,

    • iv. Subjects with long standing infections





Outcome Measures:





    • i. Sleep pattern assessment by questionnaire:

    • The Parent or caregiver completed a survey questionnaire, the Children's Sleep Habits Questionnaire-Abbreviated (CSHQ-A) was used in this research to assess the sleep problems which consisted of 22 questions (NICHD SECCYD-Wisconsin), with adaptations to suit the local cultural and social conditions.

    • ii. Evaluation of serum melatonin:

    • Melatonin levels in serum were measured in peripheral blood collected at daytime (and evaluation was performed using Human Melatonin ELISA Kit (BT-LAB-Bioassay Technology Laboratory kit, China)





Data Analysis:

All data were analysed using Excel software statistics package analysis software (Microsoft Office Excel(R)); Student's paired t-tests were also calculated using this package; P-values<0.05 were considered significant.


Results:

During enrolment, six subjects with ASD (n=6) could be enrolled in the control Gr.1 while in treatment group (Gr. 2), one of them dropped out even before start of the study. During the study, three subjects were lost to follow-up, one in Gr.1 (subject relocated to another city) and 2 in Gr. 2 (one due to social problems in the family and other relocated to another city). Totally 13 subjects (4 in Gr.1 and 9 in Gr.2) completed the study. There was one female subject in both Gr.1 and Gr. 2. The rest were male.


Improvement in Sleep Pattern:

On the Children's Sleep Habits related Questionnaire (CSHQ), there was significant reduction in the total score especially in terms of decrease in bedtime resistance and time of onset of sleep in the Gr.2 compared to Gr.1 (Table 11). The total sleep score ranged from 66 to 67 in Gr.1 (Mean=66.25±0.5) in the Gr.1 Control group while it ranged from 62 to 75 in Gr.2 at baseline (Mean=72±5.02) in Gr.2 (Nichi Glucan) at baseline. At the end of the study the total sleep score ranged from 58 to 66 in Gr.1 (Mean=64±4) in the Gr.1 Control group while it ranged from 51 to 70 in Gr.2 (Mean=64.22±7.47) in Gr.2 (Nichi Glucan). The reduction in sleep score after intervention indicating improvement in sleep behaviour was statistically significant in Gr.2 (p value=0.009879) indicating a significant improvement in the sleep patterns of the subject in the Nichi Glucan arm while the difference in sleep score did not show any statistically significant improvement in the control arm (p value=0.153494). The total sleep score also decreased well in the Nichi Glucan group compared to the control (FIG. 28).









TABLE 11







Results of Children's Sleep Habits related Questionnaire (CSHQ), with significant


reduction in the total score indicating improvement in bedtime resistance and


time of onset of sleep in Nichi Glucan Gr. 2 compared to Control, Gr. 1










Gr. 1 (Mean values)
Gr. 2 (Mean values)











Parameters
Baseline
End of Study
Baseline
End of Study














Bedtime resistance
28
25.75
28.5556
23.2222


Time of Onset of Sleep
20.25
20.25
21.8889
19.4444


Duration of Sleep
6
6
6.44444
5.55556


Night waking
6
6
6
6


Day-time sleepiness
6
6
9.11111
10









Serum Melatonin Levels:

In the control group (Gr.1), the serum Melatonin increased on an average from 110.585 to only 114.11 post-intervention (FIG. 29A) while in the Nichi Glucan supplementation group (Gr.2), the serum Melatonin increased on an average from 238.85 ng/dl pre-intervention to 394.72 ng/dl post-intervention (FIG. 29B). The fold increase in Nichi Glucan group Gr. 2 was 2.29 compared to 1 in Gr.1 (FIG. 29C) though higher in Gr.2 was not statistically significant (p-value=0.065786)


Adverse Effects:

Only one child exhibited possible mild adverse effects related to increased bowel movements in Gr. 2 for one week after supplementation with Nichi Glucan which settled on its own. There were no adverse effects in any of the other children.


Discussion:

In this open-label clinical trial of supplementation with Nichi Glucan, we found that majority of the children in the Nichi Glucan group (Gr.2), 8 out of 9 subjects (88%) had an improvement in sleep pattern and quality of sleep observed by decrease in sleep score after Nichi Glucan supplementation. The serum melatonin increased to a greater extent in Gr. 2 compared to Gr.1. The sleep score significantly decreased in Gr. 2 compared to gr.1 (FIG. 28).


There were only minimal adverse effects. This is the first of its kind study, in which a nutritional supplement that is not a pharmacological drug has been able to improve sleep pattern with evidence in laboratory evaluation of corresponding serum melatonin and in children with ASD.


Sleep difficulties are a major problem in children with ASD with 53% having been reported to have difficulty in sleep onset (53%), 40% restless sleep, 34% night-time awakening and 32% difficulty in arousal from sleep [C14]. Lack of good sleep also affects emotional and functioning ability in turn leading to impairment in academic and social functioning and maintaining relationships in these children. Therefore, ensuring good quality sleep becomes an essential part of therapy for ASD. Among pharmacological interventions, melatonin [C2,C4,C5], trazodone, benzodiazepines, and SSRI antidepressants represent the most commonly used medications in the paediatric population [C15]. Melatonin supplementation remains the treatment of choice, given the side effects of other interventions and clinical trials having showed positive outcome of its supplementation [C15]. Nevertheless, there are reports that melatonin is more effective as short term rather than long term though those studies have mostly been in individuals without ASD [C6].


A nutritional supplement which can be simple, easy to administer and has minimal or no adverse effects will be an ideal alternative to melatonin. In the current study, Nichi Glucan which has been in consumption as a food supplement for several decades [C16] with proven benefits in metabolic disorders, cancer etc. [C9-12] has been shown to be a promising strategy based on the current study's results in terms of improvement in quality of sleep and increase in daytime serum melatonin levels.


It has been postulated that low melatonin levels in ASD children could have its etiologic origin in melatonin deficiency in mothers of these children exerting its effects during neurodevelopment in embryo [C17]. Another study has reported the clear correlation between gut microbiome profiles of children with ASD and their mothers suggesting the importance for assessing the microbiome during the early stage in mothers during pregnancy and planning of personalized treatment and prevention of ASD via microbiota modulation [C17]. Beta glucan has also been shown to reduce the underlying chronic inflammation due to gut dysbiosis and helping to modulate towards a healthy microbiome, which will be further advantageous in ASD as chronic inflammation has been shown to be associated with severity of ASD symptoms [C18], Thus, with the current study showing that beta glucans can enhance melatonin and sleep quality in children with ASD, the ability of Beta glucans to modulate gut microbiota and reverse gut dysbiosis as the possible mechanism behind the increase in levels of melatonin [C6,C19,C20], thereby improving sleep, needs further research.


This is only a pilot study and the limitation with the very less ample number is planned to be overcome by additional large-scale studies apart from studying the possible beneficial effects of Nichi Glucan on the behavioural aspects and other symptoms in patients with ASD.


Conclusion:

Patients with ASD have shown improvement in quality of sleep and improved levels of serum melatonin, in this open label pilot clinical study of nutritional supplementation with an AFO-202 strain of black yeast Aureobasidium pullulans produced 1,3-1,6 beta Glucan (Nichi-Glucan). The efficacy of Nichi Glucan in terms of behavioural improvement and other parameters observed in this pilot study in children with ASD, when confirmed in a larger study with long-term follow-up, it is worth recommending it as a supplementary food in such children. Further in-depth evaluation of the mechanisms and their correlation with other neurological parameters is recommended, which may throw light on novel solutions and drug candidates from such findings.


Melatonin and Gut Microbiome Correlation
AFO-202 Study
Methods

The study involved 18 subjects with ASD who were randomly allocated: six subjects in the control group (Group 1) underwent conventional treatment comprising remedial behavioural therapies and L-carnosine 500 mg per day, and 12 subjects (Group 2) underwent supplementation with Nichi Glucan 0.5 g twice daily along with the conventional treatment for 90 days. The subjects' stool samples were collected at baseline and after the intervention.


Whole genome metagenome (WGM) sequencing was performed.


Results

The results are shown in FIGS. 31-34.


Inference:

All the species, R. Hominis, R. intestinalis, R. inulinivorans and R. faecis increased greatly post-intervention in AFO-202 treatment group. R. inulinivorans and R. faecis decreased in the control group. The increase in melatonin and improved sleep reported in the study (doi: 10.21203/rs.3.rs-701988/v1) can be attributed to the increase in abundance of Roseburia.


F5s gut Microbiome in Autism and Epilepsy
Seed Average of Gut Microbiome
What is SEED?:

In 2004, the SEED (http://pubseed.theseed.org/) was created to provide consistent and accurate genome annotations across thousands of genomes and as a platform for discovering and developing de novo annotations. The SEED is a constantly updated integration of genomic data with a genome database, web front end, API and server scripts. It is used by many scientists for predicting gene functions and discovering new pathways


Methods:

Eighteen subjects with ASD were enrolled in this prospective, open-label, pilot clinical trial comprised of two arms. Arm 1 or Group 1 (control group): Six subjects with ASD underwent conventional treatment comprising remedial behavioural therapies and L-carnosine 500 mg per day. Arm 2 or Group 2 (Nichi Glucan group): 12 subjects underwent supplementation with Nichi Glucan food supplement along with conventional treatment (remedial behavioural therapies and L-carnosine 500 mg per day). Each subject consumed two sachets (0.5 g each) of Nichi Glucan daily—one sachet with a meal twice daily—for 90 days.


Faecal samples were collected at baseline and 90 days after the intervention using a sterile faecal collection kit and the samples were kept at −20° C. until they were transferred to the laboratory and processed. Samples for DNA extraction were stored at −80° C. until needed for analysis.


The samples were then taken for whole genome metagenome analysis. Initially, the reads were filtered for human DNA contamination. The filtered reads were then aligned to bacterial, fungal, viral and archea genomes. De novo assembly was carried out using the pre-processed reads to obtain the scaffolds. These scaffolds were then used for gene prediction. The abundances in terms of SEED annotations were analysed.


Results

The results are shown in FIG. 35 and Table 9.


Interpretation

There is several fold decrease in all the gene annotations (metabolites and metabolic functions) in the AFO-202 Nichi Glucan treatment group including Carbohydrates, Fatty acids, lipids, virulence, metabolite damage, nitrogen metabolism, mitochondrial electron transport system etc.


Inference:





    • 1. Most of the metabolic pathways and related functional genes are enriched or elevated in Autism and epilepsy;

    • 2. A ketogenic diet which is advocated for autism and epilepsy has shown decrease in these pathways by SEED analysis in other studies; and,

    • 3. Therefore, the several fold decrease in the SEED relative average data in AFO-202 group in the present study shows the benefits of this beta glucan in decreasing the metabolic pathways of the gut microbiota which is responsible for the positive clinical outcome reported in the study


      F5S Study—Alpha-Synuclein-Support Data from F26S Study:





Methods

Neuroblastoma cell line (SHSY-5Y Tet-On: SCC291) (MERCK) was suspended in 10% FCS-DMEM/F12 medium and seeded into 96-well microplates to achieve a cell count of 5×104 cells/well. After 24 hours of incubation, the cells were washed with 10% FCS-DMEM/F12 medium and new 10% FCS-DMEM/F12 medium was added.


Then, β-glucan AFO-202 (50 μg/mL) and PMA (500 ng/mL) (Sigma) were added to the medium, and the cells were cultured for 1 to 3 days. After incubation, the wells were washed three times with PBS and fixed in 0.25% glutaraldehyde-PBS for 1 hour at room temperature. After fixation, the wells were washed three times with PBS-0.05% Tween (PBS-T). After washing the wells with PBS-T, 50 μL of 500-fold diluted α-synuclein polyclonal rabbit antibody (proteintech Co. 10842-1-AP) was added to the wells and incubated at room temperature for 1 h. Then, 2% BSA-PBS-T was added and left for 1 h (to block non-specific reactions).


After 1 hour, the wells were washed with PBS-T and 50 μL of biotin-labeled anti-rabbit IgG antibody (Cosmo Bio) diluted 5,000-fold was added to the wells and the reaction was carried out for 40 minutes at room temperature. After washing the wells, 50 μL of 10,000-fold diluted peroxidase-labeled streptavidin (Cosmo Bio) was added and the reaction was carried out for 20 minutes at room temperature. After washing the wells again, 50 μL of TMB (Cosmo Bio) was added to the wells, and the reaction was stopped with 0.5 M-HCl for 10 minutes.


After that, the absorbance (OD value) was measured with a microplate reader (450 nm) (Tosoh). Data were expressed as ΩOD value (sample OD value−blank OD value). The expression rate was calculated based on the control (None).


Results

The results are shown in FIGS. 36A-B and Table 12 below.









TABLE 12







Expression of α-synuclein on the neuroblastoma cell line


(SHSY-5Y Tet-On: SCC291) stimulated beta-glucans(BGs) or PMA















α-synuclein






expression (%)



Stimulation
Concentration
δOD value
vs. None















None
0.281
100.0













BG-AF202
50
μg/mL
0.198
70.5



PMA
500
ng/mL
0.166
50.1










The neuroblastoma cell line (SHSY-5Y Tet-On: SCC291) was stimulated with BGs or PMA for 3 days. An α-synuclein polyclonal antibody (proteintech Co. 10842-1-AP) was used in this experiment (glutaraldehyde-fixed cellular ELISA).


AFO-202 Beta Glucan Decreases α-Synuclein Expression
Interpretation-I

Alpha synuclein expression is decreased by AFO-202 in cell lines. Since these cell lines produced ASN are abnormal/misfolded and capable of aggregation, their decrease in expression is considered to be a suppression of production of abnormal ASN and hence an advantage.


Interpretation-II

Beta Glucans having been able to control ROS and mitochondrial Stress and hence the above suppression of abnormal αSyn could be attributed due to that mechanism.


Interpretation-III

It is the abnormal ASN causing aggregates which can show transmission from cell to cell and prone to propagation like prions through gut brain axis and therefore AFO-202 making their production lesser at cellular level is helping to address the issue at the root cause itself.


Interpretation-IV

Since AFO-202 can regulate dyslipidemia and because alpha-synuclein binding with oxidized lipid metabolites can lead to mitochondrial dysfunction, leading to neuronal disorders, AFO-202 (i) decreasing misfolded alpha-synuclein production and (ii) regulating lipids has an advantage.


Interpretation-V

The increase in plasma levels of Alpha-Synuclein in the autism children (http://dx.doi.org/10.1136/bmjno-2021-000203) can be attributed to the clearing of the deposits by NK cells activated by AFO-202 beta glucan.


Interpretation-VI

Capacity of beta glucans to activate microglia will be of advantage in clearing the aggregates in the CNS therefore attributing to the behaviour and sleep pattern improvement of AFO-202 in the autism study (http://dx.doi.org/10.1136/bmjno-2021-000203)


Modifications and Other Embodiments

Various modifications and variations of the described glucan products, compositions and methods as well as the concept of the invention will be apparent to those skilled in the art without departing from the scope and spirit of the invention. Although the invention has been described in connection with specific preferred embodiments, it should be understood that the invention as claimed is not intended to be limited to such specific embodiments. Various modifications of the described modes for carrying out the invention which are obvious to those skilled in the chemical, biological, medical, environmental, cosmetic or food arts or related fields are intended to be within the scope of the following claims.


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Claims
  • 1. A composition for improving gut microbiota, comprising a beta-glucan produced by Aureobasidium pullulans APO-202 (FERM BP-I9327).
  • 2. The composition according to claim 1, wherein the improvement of gut microbiota comprises a decrease of Akkermansia muciniphila with an increase of beneficial bacteria including Roseburia in a gut.
  • 3. The composition according to claim 1, wherein the composition is for prophylactic, ameliorating and/or curative treatment of autism spectrum disorders (ASD), multiple sclerosis (MS), Alzheimer's disease (AD), Parkinson's disease (PD) and/or epilepsy.
  • 4. The composition according to claim 1, wherein the composition is for improving behavioural pattern and alpha-synuclein levels.
  • 5. The composition according to claim 1, wherein the composition is for improving sleep pattern and serum melatonin.
  • 6. The composition according to claim 5, wherein the improvement is in a child with autism spectrum disorder.
  • 7. The composition according to claim 1, wherein the composition is a pharmaceutical composition.
  • 8. The composition according to claim 1, wherein the composition is a food composition.
  • 9. A method of improving gut microbiota in a subject, comprising administering a beta-glucan produced by Aureobasidium pullulans AFO-202 (FERM BP-19327) to the subject in need thereof.
Priority Claims (3)
Number Date Country Kind
2021-065938 Apr 2021 JP national
2021-076579 Apr 2021 JP national
2021-174365 Oct 2021 JP national
CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a national phase application filed under 35 USC 371 of International Application No. PCT/JP2022/017237, filed Apr. 7, 2022, and claims the benefit of the filing dates of Japanese Application No. 2021-65938, entitled “A COMPOSITION FOR IMPROVING SLEEP PATTERN AND SERUM MELATONIN”, filed Apr. 8, 2021; Japanese Application No. 2021-76579, entitled “A COMPOSITION FOR IMPROVING BEHAVIOURAL PATTERN AND ALPHA-SYNUCLEIN LEVELS”, filed Apr. 28, 2021; and Japanese Application No. 2021-174365, entitled “A COMPOSITION FOR IMPROVING GUT MICROBIOTA”, filed Oct. 26, 2021; the contents of each of which are incorporated herein by reference in their entirety.

PCT Information
Filing Document Filing Date Country Kind
PCT/JP2022/017237 4/7/2022 WO