The present invention generally relates to a method for treating Hepatocellular carcinoma (HCC) in a subject lacking a history of hepatitis virus infection. In particular, the present invention relates to a method for treating HCC negative for HBV/HCV infection (NBNC-HCC) in a subject by targeting the genetic alteration of lipid homeostasis associated genes, especially by modulating control the CD36 amplification and/or ABCG4 deletion.
Hepatocellular carcinoma (HCC) is a highly malignant tumor of liver. It ranks fifth in the worldwide cancer incidence, causing over 660,000 deaths annually (Jemal, A. et al. C A Cancer J Clin. 57, 43-66, 2007; El-Serag, H. B. N Engl J Med. 365, 1118-1127, 2011). HCC is usually associated with infection by hepatitis B virus (HBV) or hepatitis C virus (HCV) (Farazi, P. A., DePinho, R. A. Nat Rev Cancer 6, 674-687, 2006). However, recently, the incidence of HCC induced by metabolic disorders has been increasing (Starley, B. Q. et al. Hepatology 51, 1820-1832, 2010; Fujiwara, N et al. J Hepatol. S0168-8278, 32328-32340, 2017). The molecular events leading to HCC are not clear in this group of patients who lack a history of viral hepatitis.
Globally, vaccination programs and the development of antiviral medicines have had a significant impact on the management of viral liver diseases and these factors are changing the landscape of liver malignancy. In the US, Japan, Europe, and Australia, the prevalence of nonalcoholic fatty liver disease (NAFLD) is on the rise, and HCC, as a result of nonalcoholic steatohepatitis (NASH), is expected to increase in parallel with the growing epidemics of diabetes and obesity.
Genomic instability is a hallmark of many cancers and this includes HCC (Niu, Z. S et al. World J Gastroenterol. 22, 9069-9095, 2016). Importantly, some cancer-associated genes have been identified and validated by investigating chromosomal instability. However, such studies have not as yet analyzed genomic alterations in relation to the various different risk factors associated with HCC.
The present invention has investigated the clinical and genomic features of HCCs that have different background histories in terms of viral hepatitis infection. Notably, changes in two genes, CD36 and ABCG4, which are linked to lipid homeostasis, have been identified as differentiating markers much frequently detected in HCC that lacks a history of HBV/HCV infection. The information available in public genomic data repository provides independent evidence to support the conclusion that lipid homeostasis genes, comprising CD36 and ABCG4, play a significant role in HCC oncogenesis.
In this invention, it is found that consistently CD36 gene amplification is detected in 25% of the HCC samples and more common in the NBNC-HCC samples than in the HBV-HCC samples from the BGI dataset. By investigating the copy number changes in CD36 and ABCG4, CD36 gene amplification and ABCG4 gene deletion are detected in 15.6% and 10.3% of the ICGC HCC samples, respectively, and in 15.3% and 9.7% of the TCGA HCC samples, respectively.
Accordingly, the present invention provides a method for preventing or treating HCC negative for HBV/HCV infection (NBNC-HCC) in a subject, comprising administrating an inhibitory agent to modulatory control the genetic alteration of lipid homeostasis associated genes. In one embodiment of present invention, the genetic alteration comprises CD36 amplification. In another embodiment of present invention, the genetic alteration comprises ABCG4 deletion. In yet another embodiment of present invention, the genetic alteration comprises CD36 amplification and ABCG4 deletion. The modulatory control of CD36 amplification and ABCG4 deletion in HCC is useful to improve a survival rate of the HCC subject.
In another aspect, the present invention provides a composition for preventing or treating HCC negative for HBV/HCV infection (NBNC-HCC) in a subject, comprising a modulatory agent controlling the genetic alteration of lipid homeostasis associated genes. In one embodiment of present invention, the modulatory agent is aimed to suppress CD36 overexpression. In another embodiment of present invention, the modulatory agent is aimed to block lipid uptake in the HCC cells. In an illustrative embodiment of present invention, the modulatory agent is an anti-CD36 antibody.
In one embodiment of present invention, the modulatory agent is aimed to induce ABCG4 expression. In another embodiment of present invention, the modulatory agent is aimed to promote cholesterol transport within the HCC cells. In a preferable embodiment of present invention, the modulatory agent is an ABCG4 protein.
The foregoing summary, as well as the following detailed description of the invention, will be better understood when read in conjunction with the appended drawing. In the drawings:
Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by a person skilled in the art to which this invention belongs.
As used herein, the singular forms “a”, “an”, and “the” include plural referents unless the context clearly dictates otherwise. Thus, for example, reference to “a sample” includes a plurality of such samples and equivalents thereof known to those skilled in the art.
The present invention provides a method for preventing or treating HCC negative for HBV/HCV infection (NBNC-HCC) in a subject, comprising administrating an inhibitory agent to control the genetic alteration of lipid homeostasis associated genes, especially to affect the CD36 gene amplification and/or ABCG4 gene deletion in the HCC patient.
As used herein, the term “genetic alteration” refers to changes in the normal DNA sequence of a particular gene. When the genetic code is altered, dysfunctional and abnormally activated proteins may be produced to result in cancer. Abnormally activated and dysfunctional proteins may dysregulate normal biologic processes and cells to multiply and become cancerous. Current methods for genome-wide detection of genetic alterations include: molecular cytogenetic evaluation of chromosomal aberrations and re-arrangements; DNA polymorphism analysis for detecting loss of heterozygosity (LOH) or allelic imbalance; and comparative genomic hybridization (CGH) approaches for identifying segmental copy number changes.
As used herein, the term “CD36 gene amplification” refers to an increase in the number of copies of CD36 gene without a proportional increase in other genes. This can result from duplication of a region of DNA that contains the CD36 gene through errors in DNA replication and repair machinery.
As used herein, the term “ABCG4 gene deletion” also called “ABCG4 gene deficiency” or “ABCG4 deletion mutation” refers to a mutation (a genetic aberration) in which a part of a chromosome or a sequence of DNA is lost during DNA replication. Any number of nucleotides can be deleted, from a single base to an entire piece of chromosome. Gene deletion plays a role in birth defects and in the development of cancer.
Pharmaceutical compositions for use in accordance with the present invention may be formulated in a conventional manner using one or more physiologically acceptable carriers comprising excipients and auxiliaries which facilitate processing of the active compounds into preparations which can be used pharmaceutically. Proper formulation is dependent upon the route of administration chosen.
For parenteral administration, injection is preferred, including intramuscular, intravenous, intraperitoneal, and subcutaneous. For injection, the compositions of the invention may be formulated in aqueous solutions, preferably in physiologically compatible buffers such as Hanks' solution, Ringer's solution, or physiological saline buffer. In addition, the compounds may be formulated in solid form and re-dissolved or suspended immediately prior to use. Lyophilized forms are also included.
For oral administration, the compositions can be formulated by combining the active compounds with pharmaceutically acceptable carriers well known in the art. Such carriers enable the compositions of the invention to be formulated as tablets, pills, lozenges, dragees, capsules, liquids, gels, syrups, slurries, suspensions and the like, for oral ingestion by a patient. Pharmaceutical preparations for oral use can be made using a solid excipient, optionally grinding the resulting mixture, and processing the mixture of granules, after adding other suitable auxiliaries if desired, to obtain tablets or dragee cores. Useful excipients are, in particular, fillers such as sugars, including lactose, sucrose, mannitol, or sorbitol, cellulose preparations such as, for example, maize starch, wheat starch, rice starch and potato starch and other materials such as gelatin, gum tragacanth, methyl cellulose, hydroxypropylmethyl-cellulose, sodium carboxymethylcellulose, and/or polyvinyl-pyrrolidone (PVP). If desired, disintegrating agents may be added, such as cross-linked polyvinyl pyrrolidone, agar, or alginic acid. A salt such as sodium alginate may also be used.
The term “effective amount” refers to a predetermined amount calculated to achieve the desired effect, i.e., to prevent or treat an HCC negative for HBV/HCV infection (NBNC-HCC). In certain embodiments of the invention, the pharmaceutical composition comprises an effective amount of an anti-CD36 antibody for inhibitory control of lipid uptake in the HCC subject with CD36 amplification.
The present invention is further illustrated by the following examples, which are provided for the purpose of demonstration rather than limitation.
The other characteristics and advantages of the present invention will be further illustrated and described in the following examples. The examples described herein are using for illustrations, not for limitations of the invention.
The practice of the present invention will employ technologies comprising conventional techniques of cell biology, cell culture, and genetic engineering, which are within the ordinary skills of the art. Such techniques are explained fully in the literature.
CoreExome-24 SNP Array
Genotyping is performed using the Infinium CoreExome-24 BeadChip (Illumina) to determine the genotypes of the 115 selected pairs of HCC samples and the procedure followed the manufacturer's instructions. Briefly, approximately 200 ng of genomic DNA from either the HCC tumor tissue or the non-tumor tissue of the HCC cases is amplified, fragmented, precipitated, and suspended in hybridization buffer. After denaturation, the samples are hybridized to the BeadChips at 48° C. for 16 hours. Next, single-base extension is performed and the chip is stained and scanned on an Illumina Bead Array Reader. The image dataset is then analyzed using Illumina GenomeStudio v2 software and the standard parameters. The raw genotype data is then output into text files in order to calculate DNA copy number. To detect DNA copy number alterations using the data from the genotyping chips, B allele frequency (BAF) and log R ratio (LRR) are extracted using GenomeStudio v2 software, analyzed by PennCNV v1.0.3 and then visualized by WGAViewer. The validity of the DNA copy number analysis, which is on the SNP array results, is confirmed by carrying out qPCR assays on the HCC samples.
CD36 DNA Copy Number Analysis
To measure the DNA copy number of CD36 in the HCC tumor tissue samples, a quantitative PCR is performed to compare CD36 DNA copy number and the reference DNA copy number between the tumor samples and the adjacent non-tumor tissue. There are designed three primers each to amplify the 5′ end region, the 3′ end region of CD36 gene and a reference sequence. The sequences of the primers used for amplifying the CD36 sequences are as follows: for the 5′ end region: 5′-GGCTCATTCACCAAGGAC (forward, SEQ ID No. 1) and 5′-GACTTAATGAGAAGGAACAAC (reverse, SEQ ID No. 2), for the 3′ end region: 5′-GTTACTACCTTCTCTTCTG (forward, SEQ ID No. 3) and 5′-GTAAAGTGAATCCAGTTATC (reverse, SEQ ID No. 4), for the reference sequence: 5′-GAAACTGTTTTCCTTGTCTG (forward, SEQ ID No. 5) and 5′-GCTTTGTACTGGGAGGAG (reverse, SEQ ID No. 6). All quantitative PCR assays are performed using a SensiFAST™ SYBR® Hi-ROX kit (Bioline) on an ABI StepOne real-time PCR system. The difference in ΔCT between the tumor tissue and adjacent non-tumor tissues is used to calculate CD36 DNA copy number.
Quantitative Analysis of CD36 Expression
The relative expression levels of the tumor (T) tissue and non-tumor (N) tissue samples are determined using reverse transcription quantitative PCR (RT-qPCR). Total RNA from 100 pairs of HCC samples are reverse-transcribed to cDNA using SuperScriptII (Invitrogen) according to the manufacturer's instructions. The subsequent qPCR reactions for the target gene and GAPDH are performed in triplicate on an ABI StepOne real-time PCR system, using a SensiFAST™ SYBR® Hi-ROX kit. The sequences of the primers used for RT-qPCR are as follows: for CD36, 5′-GAACCTATAACTGGATTCAC (forward, SEQ ID No. 7) and 5′-GTCCCAGTCTCATTAAGC (reverse, SEQ ID No. 8) and for GAPDH, 5′-GTGAAGCAGGCGTCGGAG (forward, SEQ ID No. 9) and 5′-GTTGTCATACCAGGAAATG (reverse, SEQ ID No. 10). All samples are analyzed and normalized using the expression level of the internal control gene, GAPDH. The relative quantification in terms of fold-change is obtained by comparing ΔCT of the tumor tissue samples with the ΔCT of the adjacent non-tumor tissue samples.
DNA Copy Number Analysis Using the Public Domain Datasets
Genomic data in the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA) liver cancer dataset is downloaded from http://xena.ucsc.edu. Whole genome sequencing (WGS) data of 88 paired HCC cases are downloaded from NCBI Sequence Read Archive (SRA) and the accession number is PRJEB2869. To analyze the DNA copy number (CN) changes of CD36 and ABCG4 using the WGS data, the raw reads are aligned to human genome hg19 by Isacc variant caller20 and the DNA copy number are analyzed by CNVSeg.
Statistical Analysis
Mann-Whitney U test is performed to calculate the significance of the clinical data, including age, tumor size, tumor number, and AFP level. Fisher's exact test is used to determine the significance differences of the cirrhosis ratio, fatty liver ratio, and DNA copy number changes between the HCC groups. For anti-CD36 antibody treatment data, two-tailed unpaired Student's t-test is used to compare the magnitude between the different HCC groups or the growth inhibition effect between those treated with anti-CD36 antibody or with control IgG. Survival analysis of the HCC patients is performed by the log-rank test. All data are presented as mean+s.d. and representative three independent experiments. Prism (GraphPad) is used for these analyses.
Case Selection
In order to identify the genetic features associated with HCC cases that lack a history of viral hepatitis infection, liver samples from 250 HCC cases via the Taiwan Liver Cancer Network (TLCN) are obtained and investigated the genomic profiles of these HCC tissue samples. This biorepository is established with broad consent to support research leading to clinical and pathological information (Chang, I. C. et al. Medicine (Baltimore) 95, e3284, 2016). The study cases include 100 subjects (50 males and 50 females) with a history of HBV infection (HBV-HCC) and 100 subjects (50 males and 50 females) with a history of HCC infection (HCV-HCC). The remaining 50 subjects (25 males and 25 females) with HCC have no prior history of either HBV infection or HCV infection (NBNC-HCC). The clinical features of these HCC cases are presented in Table 1.
1P < 0.0001, comparing onset age for HBV-HCC vs. HCV-HCC or NBNC-HCC
2P < 0.0001, comparing tumor size for HCV-HCC vs. HBV-HCC or NBNC-HCC
3P < 0.05, comparing AFP level for HBV-HCC vs. HCV-HCC or NBNC-HCC
4Average increased due to an outlier of unusually high value (380,000)
5P < 0.01, comparing cirrhosis percentage for NBNC-HCC vs. HCV-HCC or HBV-HCC
6P < 0.01, comparing fatty change percentage for NBNC-HCC vs. HCV-HCC and HBV-HCC
The incidence of cirrhosis is significantly lower in NBNC-HCC group (8%) than in the other two groups (P<0.0001). Furthermore, the male patients in NBNC-HCC group have a significantly higher frequency of individuals with fatty liver change (52.4%) than either the HBV-HCC group (19.1%) or the HCV-HCC group (20.9%).
Genomic Analysis
To conduct genomic analysis, 115 cases are selected based on their TP53 mutation status and these consisted of 38 HBV-HCC, 42 HCV-HCC, and 35 NBNC-HCC individuals (Table 1). To screen for common TP53 hotspot mutations, a detection panel using DNA mass spectrometry is designed. The PCR and extension primers are designed using MassArray Assay Design 3.1 software (Sequenom).
Genotyping is performed using the Infinium CoreExome-24 BeadChip (Illumina) to determine the genotypes of the 115 selected pairs of HCC samples and the procedure followed the manufacturer's instructions. Briefly, approximately 200 ng of genomic DNA from either the HCC tumor tissue or the non-tumor tissue of the HCC cases is amplified, fragmented, precipitated, and suspended in hybridization buffer. After denaturation, the samples are hybridized to the BeadChips at 48° C. for 16 hours. Next, single-base extension is performed and the chip is stained and scanned on an Illumina Bead Array Reader. The image dataset is then analyzed using Illumina GenomeStudio v2 software and the standard parameters. The raw genotype data is then output into text files in order to calculate DNA copy number. To detect DNA copy number alterations using the data from the genotyping chips, B allele frequency (BAF) and log R ratio (LRR) are extracted using GenomeStudio v2 software, analyzed by PennCNV v1.0.3 and then visualized by WGAViewer. The validity of the DNA copy number analysis, which is on the SNP array results, is confirmed by carrying out qPCR assays on the HCC samples.
By applying PennCNV software, it is able to identify probes that are able to detect DNA copy changes in the genes of HCC cases. Pair-wise comparisons between the different categories of HCC are performed and showed in
Thus, the study concludes that HCC that does not involve HBV/HCV infection shows different clinical manifestations, as well as a distinct chromosomal profile, compared to HCCs associated with HBV/HCV.
The peaks associated with changes in DNA copy number are further investigated in this example. Since the present invention is most concerned with NBNC-HCC, the region of chromosome 7, an area that extended from 79.1 Mb to 80.7 Mb is analyzed in detail. As shown in
Recent studies have reported that ATP binding cassette (ABC) transporters can play a significant role in the control of cellular and total body lipid homeostasis (Baldan, A. et al. Curr Opin Lipidol. 17, 227-232, 2006). Among these transporters, ABCG1 and ABCG4 are able to form a heterodimer and this heterodimer has been shown to mediate the transport of cholesterol within cells to form lipidated lipoproteins (Hegyi, Z. et al. PLoS One 11, e0156516, 2016). When the gene loci in the region affected by DNA loss on chromosome 11 is searched, it is able to identify somatic deletions that spanned the ABCG4 gene region (
qPCR Assays
To validate the genotype data obtained from the SNP arrays, qPCR assays are developed to investigate DNA copy number and mRNA expression levels of CD36 in the HCC tissue samples. As shown in
As showed in
Based on the fact that CD36 is involved in the transport of lipid into hepatocytes, and the report that CD36 plays a role in tumor metastasis (Nath, A. & Chan, C. Sci Rep. 6, 18669, 2016), the impactful effects of CD36 amplification and/or ABCG4 deletion on the clinical features of HCC and on outcome of the patients are further investigated in this example. As shown in
Genetic alterations that affect CD36 and/or ABCG4 will impact on the lipid homeostasis pathways and this might play a role in HCC oncogenesis. We anticipate that medicines targeting the lipid metabolism pathways should be able to be developed to treat HCC patients with CD36 amplification and/or ABCG4 deletion.
A recent study has reported that CD36 is a marker of metastatic cells. We hypothesize that anti-CD36 antibodies, by blocking lipid uptake in liver cancer cells, would be able to inhibit cell growth. Based on this, experiments using cultured liver cancer cells are carried out in this example.
Cell Proliferation Assay.
The hepatoma cell lines are plated in 96-well plates (104 cells per well) for 24 hours and then treated with DMEM medium containing 3% FBS and anti-CD36 antibodies (Cayman, CAY-188150) for 72 hours. A cell proliferation assay is then performed using alamarBlue cell viability reagent (Thermo Fisher Scientific) according to the user manual.
As shown in
Apoptosis Assay.
HuH-7 cells are trypsinized and resuspended in 200 μl ice-cold PBS. For the apoptosis assay, 100 μl of cell suspension is aliquoted into microcentrifuge tubes and harvested by centrifugation at 300 g for 5 min. The cells are then resuspended in 100 μl Annexin V FITC apoptosis detection kit (BD Biosciences) incubation buffer and incubated with 1 μl Annexin V plus 1 μl PI for 15 minutes at room temperature. Before apoptosis detection, 500 μl of incubation buffer are added to cells. The results are obtained using a BD FACSCalibur flow cytometer system (BD Biosciences) that is set to record 5,000 events per sample. The data showed in
In summary, the present invention has investigated the clinical and genomic features of HCCs that have different background histories in terms of viral hepatitis infection. Notably, changes in two genes, CD36 and ABCG4, which are linked to lipid homeostasis, have been identified as differentiating markers more frequently detected in HCC that lacks a history of HBV/HBC infection. Our findings also disclose associations of CD36 amplification and/or ABCG4 deletion with the lowered survival, high α-fetoprotein level and increased tumor size in HCC patients. Therefore, changes in CD36 and ABCG4 genes may provide diagnostic factors for finding and preventing the development of HCC in high-risk individuals.
Filing Document | Filing Date | Country | Kind |
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PCT/US2018/054672 | 10/5/2018 | WO | 00 |
Number | Date | Country | |
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62568452 | Oct 2017 | US |