The subject matter described herein relates to substrates configured to control the rate of fluid flow for in-situ immunoassay measurements to detect and quantify the presence of one or more analytes of interest in a sample. More specifically, the present disclosure relates to consumables for lateral flow assays, which in conjunction with an instrument detect markers or causative agents of medical conditions.
Lateral flow assays are an established technology that can be adapted for a variety of testing applications for sensors, diagnostics, and indicators. Lateral flow assays typically consist of a material or substrate to transport a fluid sample of interest from the point of application (e.g., the sample collection zone) to the detection zone(s) via passive capillary action. For example, rapid lateral flow immunoassay test devices are used in both clinical and home settings. These devices are used to test for a variety of analytes, such as hormones, proteins, urine, or plasma components and the like. These devices generally include a lateral flow test strip, such as nitrocellulose or filter paper, a sample application area, test results area, and an analyte specific binding reagent that is bound to some kind of detectable “label” or “reporter,” such as a colored particle (such as a europium bead), a fluorescent or luminescent tag, or an enzyme detection system. The simplicity of such devices is a factor in maintaining their use in the marketplace. Because the method of fluid transport is passive, the rate of flow as well as the specific flow path is largely fixed by the viscosity of the liquid sample, the substrate material, and the chemical nature of any coatings that may be applied (e.g., hydrophilic or hydrophobic). It would be advantageous to alter the flow rate or control the uniformity of fluid flow without adding extra components or materials to the substrate. An approach to modify and regulate the flow rate and flow uniformity of a fluid sample deposited on a substrate in a lateral flow assay is desired.
Various aspects now will be described more fully hereinafter. Such aspects may, however, be embodied in many different forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey its scope to those skilled in the art.
Where a range of values is provided, it is intended that each intervening value between the upper and lower limit of that range and any other stated or intervening value in that stated range is encompassed within the disclosure. For example, if a range of 1 μm to 8 μm is stated, it is intended that 2 μm, 3 μm, 4 μm, 5 μm, 6 μm, and 7 μm are also explicitly disclosed, as well as the range of values greater than or equal to 1 μm and the range of values less than or equal to 8 μm.
The singular forms “a,” “an,” and “the” include plural referents unless the context clearly dictates otherwise. Thus, for example, reference to a “polymer” includes a single polymer as well as two or more of the same or different polymers, reference to an “excipient” includes a single excipient as well as two or more of the same or different excipients, and the like.
“Sample” is any material to be tested for the presence or amount of an analyte of interest. Preferably, a sample is a fluid sample, preferably a liquid sample. Examples of liquid samples that may be tested using a test device include bodily fluids including blood, serum, plasma, saliva, urine, ocular fluid, semen, sputum, nasal discharge, and spinal fluid.
Embodiments consistent with the present disclosure take advantage of manufacturing techniques for modifying nitrocellulose strips into multiple channels with desired fluid flow properties. In some embodiments, the nitrocellulose strips provide a substrate for simple yet accurate diagnostic procedures for selected diseases (e.g., legionella, influenza, Ebola, Lyme disease, and the like). The types of tests consistent with embodiments in the present disclosure may include any type of spectroscopic analysis of test assays using electromagnetic radiation, such as, without limitation, absorption spectroscopy (ultra-violet, visible, or infrared) including reflectance or transmittance spectroscopy, or emission spectroscopy, including fluorescence and luminescence spectroscopy, Raman spectroscopy, and any type of radiation scattering. Moreover, embodiments as disclosed herein may further exploit the networking capabilities of such appliances to enhance the processing, cataloging, regulating, and cross-referencing capabilities of each test by using cloud-computing solutions. Accordingly, in some embodiments, a high quality (e.g., high spatial and spectral resolution) image, sequence of images, a video, or a processed version of them is uploaded to a remote server that can perform massively parallel computations to provide, in a reduced time, a diagnostic result. Such analyzed material may be processed immediately, at a later date/time and/or may be compared to previously collected materials to determine differences over time, e.g., a time evolution of the analyte across a test strip. Such analyzed material may also, after user de-identification, be used for analyses in the interest of public health, or to provide additional benefits to the user of the test by cross-referencing the results to others with specific criteria, e.g., age group, gender, geographic location, pathogen characteristics, and the like.
The subject system provides several advantages, including the ability for a user to quickly learn whether a disease is present or latent, or mild or severe, without the need to access specialized personnel, or a complex machine or instrument.
Although many examples provided herein describe a user's personal information and data as being identifiable, or a download and storage of a user interaction history with one or more remote clinics, each user may grant explicit permission for such user information to be shared or stored. The explicit permission may be granted using privacy controls integrated into the disclosed system. Each user may be provided notice that such user information will be shared with explicit consent, and each user may at any time end the information sharing, and may delete any stored user information. Further, in some embodiments, the stored user information may be encrypted to protect user security and identity.
In addition to the consumables, image-capturing device 130 may include a smartphone or other mobile computing device (e.g., tablet, pad, or even laptop) provided by the user. Image-capturing device 130 may generally include a sensor array 140 and an optics coupling mechanism 120 (e.g., a lens system with autofocus capabilities). Image-capturing device 130 may also be configured to couple wirelessly, through a network 150, with a remote server 110 and a remote database 152. Remote server 110 may provide support for an image-capturing application 145 installed in image-capturing device 130. The support may include installation, update, and maintenance of image-capturing application 145, retrieval of raw data (e.g., pictures, sequences of pictures and videos) for storage in database 152, image processing, and the like.
While some of the descriptions herein are focused on fluorescence spectroscopic analysis of the test strip, some embodiments consistent with the present disclosure may include any other type of electromagnetic interaction and spectroscopic analysis. Some examples of spectroscopic analysis consistent with the present disclosure may include Raman spectroscopy, infrared absorption spectroscopy, infrared reflectance/transmittance spectroscopy, and the like. Furthermore, in some embodiments, the light emitting source may be replaced by an optical coupling mechanism (e.g., a lens, mirror, prism, diffraction grating, or any combination thereof) to use solar radiation (e.g., during day light) or any exterior illumination to excite a spectroscopic response of the area of interest in the test strip.
Enclosure 135 is configured to avoid or control any external light to interfere with the fluorescence excitation light or with the fluorescence emission light collected by the image-capturing device. For example, it is desirable to illuminate the area of interest in the test strip uniformly (e.g., no shadows, bright spots, or other artifacts) to create a smooth spectroscopic background that can be filtered out by the image-capturing application in the image-capturing device.
Some embodiments extract a value for assessing a diagnostic of the assay by spatially and/or spectrally filtering an image of test strip 100. Accordingly, filtered pixel values may be aggregated and compared to a pre-selected threshold. Thus, when the aggregated value is lower or greater than the threshold, a disease diagnosis may be positive. Some embodiments may include error values based on statistical analysis and calibration, to provide a confidence interval for the diagnostics. In other embodiments, the information can be compared between the area that one analyte band takes with a similar area where no capture of the fluorescent complex exists.
With initial reference to
In some embodiments, conjugate zone 206 includes a mobilizable, detectable species. Examples of mobilizable, detectable species are known in the art and depend on the analyte of interest (e.g., an infectious agent, or chemical components such as a drug or a contaminant). In some embodiments, the immunoassay device lacks a conjugate zone, and the mobilizable, detectable species is provided, for example as a lyophilized material, in a container with the immunoassay device. The sample and the lyophilized material are mixed, and the mixture is deposited onto sample pad 204.
In some embodiments, capture zone 208 includes one or more lines, bands, or spots such as a first control zone 212, a first test zone 214, and a second test zone 216 (hereinafter, collectively referred to as “capture zones”). Accordingly, the shape and number of capture zones may include multiple varieties: dots, drops, lines, and arrays of dots and/or lines, and even curved shapes having more complex form factors. Capture zones include at least one immobilizable species that has chemical or physical affinity to at least a portion of the conjugate complexes formed between a mobilizable, detectable species and the analyte of interest or a control analyte. The binding species in each capture zone may be deposited or printed from a solution and allowed to dry for a period of time (e.g., a few minutes, hours, or overnight). In some embodiments, each control or test line in the capture zone comprises a binding member for a particular analyte, and each analyte binds to a distinct mobilizable, detectable species, where the detectable species differ in signal emission, e.g., wavelength or type. In one embodiment, each control or test line binds a conjugate of an analyte and a mobilizable, detectable species that generates an optical signal at a different wavelength. Exemplary immunoassay test strips are described, for example, in U.S. Pat. Nos. 9,207,181, 9,989,466, and 10,168,329 and in U.S. Publication Nos. 2017/0059566 and 2018/0229232, each of which is incorporated by reference herein.
Immunoassay device 200 may be configured uniquely for detection of a particular pathogen or analyte of species of interest. These include, but are not limited to, proteins, haptens, immunoglobulins, enzymes, hormones, polynucleotides, steroids, lipoproteins, drugs, bacterial antigens, and viral antigens. With regard to bacterial and viral antigens, more generally referred to in the art as infections antigens, analytes of interest include Streptococcus, Influenza A, Influenza B, respiratory syncytial virus (RSV), hepatitis A, B, and/or C, pneumococcal, human metapneumovirus, and other infectious agents well known to those in the art. In some embodiments, a test device is intended for detection of one or more antigens associated with Lyme disease. In some embodiments, an immunoassay device is intended for use in the field of women's health. For example, test devices for detection of one or more of fetal-fibronectin, chlamydia, human chorionic gonadotropin (HCG), hyperglycosylated chorionic gonadotropin, human papillomavirus (HPV), and the like, are contemplated. In another embodiment, an immunoassay device is configured for detection of vitamin D, and is designed for interaction with the apparatus and method of normalization described herein. The techniques used to measure a signal from the immunoassay device may include any immunoassay technique such as non-competitive assay techniques, competitive assay techniques (e.g., homogeneous competitive assay, inhomogeneous competitive assay), and the like.
In some embodiments, the analyte of interest may include a disease carrying pathogen such as respiratory syncytial virus (RSV), Flu A virus, Flu B virus, or human metapneumovirus (hMPV). In some embodiments, the analyte of interest may include a controlled substance, such as drugs and other illegal or proscribed substances (e.g., steroids and the like). For example, some embodiments may include detection and measurement of drugs such as fentanyl, buprenorphine, oxycodone, and/or 7-aminoclonazepam.
With continued reference to
The immunoassay test device is intended for receiving a wide variety of samples, including biological samples from human bodily fluids, including but not limited to nasal secretions, nasopharyngeal secretions, saliva, mucous, urine, vaginal secretions, fecal samples, blood, etc. The kit described herein, in some embodiments, is provided with a positive control swab or sample. In some embodiments, a negative control swab or sample is provided. For assays requiring an external positive and/or negative control, the user may be prompted to insert or apply a positive or negative control sample or swab.
An immunoassay band emits fluorescence light primarily from fluorophores bound to the target analyte, as they are fixed on the substrate by adherence to the immuno-proteins in the immunoassay strip (e.g., adsorption, chemi-sorption, immune-ligand, and the like). Accordingly, the presence of a red emission within the boundaries of the band is mostly attributable to the presence of the target analyte (e.g., presence of pathogenic antigens, and the like). However, the amount of red signal within the boundaries of the immunoassay band may include some background. To better assess the background signal (e.g., not originated by target analytes bound to the antibodies on the band), some test strips may include a blank control area.
In some embodiments, first and second control lines are disposed on either side of a test line relative to the flow direction. Accordingly, the first and second control lines provide a start/end signal for the assay. This may anticipate a negative result, even when only a portion of the second control line becomes wetted with sample. In some embodiments, the image-capturing device may capture a pixelated image of capture zone 208, and therefore the progression of a fluid front may be captured in time as it flows from sample zone downstream on the test substrate. Accordingly, some embodiments may provide metrics and performance data for the substrate as sample fluid progression is tracked. This concept is illustrated with respect to
The test device shown in
The substrate of the immunoassay device may be a laminate comprised of a first base or support layer and a second membrane layer, where the first support layer can be hydrophobic or hydrophilic and the second membrane layer is adhered to the first layer, the second membrane layer being bibulous in nature and/or capable of capillary flow. The support layer may be hydrophobic or impermeable, such as polyethylene terephthalate, polyesters, silicone, and the like.
With the introduction provided in
Each fluid flow channel in the plurality of channels has a length lfc and a width wfc. Each fluid flow channel comprises a capture zone downstream from the channel entrance region and a channel constriction zone positioned between the channel entrance region and the capture zone, the channel constriction zone having a width wcz and a length lcz, the channel constriction zone width wcz corresponding to a value in the range determined by (i) a minimum value that is equal to or greater than a diameter of a particulate reagent deposited on or to be deposited on the substrate or (i′) a minimum value that is equal to or greater than about 25% of the fluid flow channel width wfc, and (ii) a maximum value that is equal to or less than about 75% of the fluid flow channel width wfc.
With reference to
Test strip 302 of
With reference to
In some embodiments, the width, wfc, of each fluid channel may have dimensions of about 0.1 mm, 0.2 mm, 0.3 mm, 0.4 mm, 0.5 mm, 0.6 mm, 0.7 mm, 0.8 mm, 0.9 mm, 1 mm, 1.1 mm, 1.2 mm, 1.3 mm, 1.4 mm, 1.5 mm, 1.6 mm, 1.7 mm, 1.8 mm, 1.9 mm, or 2 mm, or is between about any two of these discrete values. For example, in some embodiments, wfc may be 1 mm, and w2 may be 0.5 mm.
In some embodiments, a capture line or dot is disposed on the substrate using ink-jet techniques such as in the printing industry. As mentioned above, in some embodiments, the capture line can comprise an array of dots where the array has dimensions of m×n (e.g., columns×rows). Accordingly, in some embodiments, the capture zone on the test strip and/or the capture line in an individual fluid flow channel may include an m×n array of discrete drops or dots, where m and n are greater than or equal to one (1), and wherein each dot in the m×n array is separated from an adjacent dot by a distance, x (e.g., “pitch,” or “spacing”). In some embodiments, m and n may be any integer, such as 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, or more. In some embodiments, the pitch, x, may be between about 20-1000 μm, or between about 50-500 μm, or between about 75-500 μm, or between about 100-500 μm, or between about 150-500 μm, or between about 150-300 μm, or between about 150-250 μm, or between about 200-500 μm. In some embodiments, the volume of formulation deposited on the substrate to form each dot 325 may be between about 20-1000 pL, or between about 50-800 pL, or between about 75-800 pL, or between about 100-600 pL, or between about 150-550 pL, or between about 200-500 pL, or between about 200-450 pL.
In some embodiments, each dot in the array may include a different immobilizable, detectable species, arranged in the m×n array to optimize a capture/detection efficiency, and also to provide and improve a measurement quantification. For example, in some embodiments, dots along the same fluid channel 308 (e.g., along the same column in the m×n array) may include the same immobilizable, detectable species. Accordingly, as the sample fluid progresses through the column of dots in the fluid flow channel, a decay in the signal collected from the dots along each fluid channel may be mathematically fitted to a model according to a precise value of the analyte concentration in the sample (given a known concentration of the detectable species on dots). In some embodiments, the dots along the same row may include the same, immobilizable, detectable species, while each row is associated with a different species. Accordingly, multiple analytes of interest may be detected along each of fluid flow channels, and the plurality of channels enables a statistical comparison of the measurements.
In some embodiments, conjugates specific to each assay (e.g., RSV, Flu A, Flu B, hMPV, and the like) are printed onto capture lines in conjugate zone for each fluid flow channel separately, thus providing a test assay for multi-analyte detection. Each drop in the array is deposited onto the substrate from a precision liquid dispensing instrument. In some embodiments, the dispensing instrument permits a user to select droplet volume, drop pitch, and other variables. A user can also select whether multiple droplets are deposited at each position in the array in a single pass of the instrument dispensing head or in multiple passes of the instrument dispensing head. Different instrument variables may be adjusted to obtain a desired positional accuracy of each dot in the arrays. Some of the instrument variables may include selecting a number of droplets of formulation including the conjugate to the mobilizable, detectable species dispensed to form each drop. In some embodiments, each drop of the array may be formed by dispensing 1, 5, 10, or more droplets of formulation. The droplet volume may be adjusted accordingly, e.g., by tens or hundreds of pico-liters (pL) per each droplet, as desired. Further, in some embodiments, the multiple dots in the array may be deposited on several passes of an injection head. For example, a first number of droplets may be deposited on each dot in a first pass, and a second number of droplets may be deposited on each dot in a second pass. In some embodiments, depositing fewer droplets with multiple passes of the dispensing head improves the positional accuracy of the drops in the array, and more uniform pitch (horizontal and vertical).
Each fluid flow channel in the plurality of channels also comprises a fluid control zone 420, sometimes referred to as a constriction zone in embodiments where the fluid control zone is designed to slow or restrict fluid flow. The fluid control zone 420 is positioned between the channel entrance and the conjugate zone. In the embodiment of
Test strip 404 is also configured to include features to guide and/or meter fluid sample placed on the sample zone into the fluid flow channels. Such a feature is the fluid barriers 422, 424. The dimensions of each barrier and the position of each barrier can be adjusted to guide and/or meter fluid into each fluid flow channel. The width of the barrier, indicated as w, and its angle α, can be varied and selected to adjust fluid dynamics. In an embodiment, the barrier is dimensioned to guide and meter a volume of fluid sample placed in the sample zone into each fluid flow channel to achieve a substantially uniform flow rate in each channel in the plurality of channels (e.g., a flow rate that varies across the plurality of channels of less than about 15%, 10% or 5%) and/or containment of the volume of fluid sample in the sample zone and in the fluid flow channels (and ultimately in any absorbent zone at the terminal end of the channels). That is, none of the fluid sample overflows or seeps or spills over into the region identified by 426 in
The channel entrance region of each individual fluid flow channel may be dimensioned and configured to regulate and control entrance of a portion of the fluid sample into each channel. In some embodiments, the channel entrance region comprises a fluid control feature, such as a constriction zone 430. The fluid control feature can have any shape desired, such as a quadrilateral shape (e.g., a rhomboidal shape), an hour glass shape, or a diamond shape.
The fluid control zone, or if designed to slow fluid flow, the channel constriction zone, is dimensioned to achieve control of fluid in each fluid flow channel, as will now be discussed with reference to
Alternatively, a minimum value of the dimensional range for the width of the fluid flow channel in the constriction zone is equal to or greater than about 25% of the fluid flow channel width, wc.
As mentioned, width wcz is a value in a range that has a minimum value and a maximum value. The maximum value, in one embodiment, is equal to or less than about 75% of the fluid flow channel width. In other embodiments, the maximum value is equal to or less than about 85%, 80%, 70<65%, 55%, 50%, 45%, 40%, 35%, 30%, 25% of the fluid flow channel width.
By way of example, imagine of fluid flow channel with a length of 17.70 mm and a width of 1.10 mm. If a reagent is used in the assay and the reagent is a solid with a dimension that needs to flow through the constriction zone, for example, a solid optically detectable particle with a diameter of between about 0.05-10 micrometers, then the minimum width of the channel in the constriction zone corresponds to the diameter of the particle. Alternatively, if there is not a solid reagent in the assay that needs to flow through the constriction zone, the minimum width of the channel in the constriction zone corresponds to a value that is equal to or greater than about 25% of the fluid flow channel width, or 25% of 1.10 mm in this imaginary example, which is 0.28 mm or greater. The maximum value for the width of the channel in the constriction zone, width wcz, corresponds to equal to or less than about 75% of the fluid flow channel width, or 75% of 1.10 mm which is 0.825 mm or less. Thus, the minimum and maximum values in the range for width of the channel in the constriction zone for this imaginary channel is between 0.28 mm and 0.825 mm, inclusive.
The length of the channel in the constriction zone, lcz (
The dimensions and configuration of the channel in the constriction zone can vary along the channel length in the constriction zone, lcz. In some embodiments, the entrance and/or exit regions of the constriction zone are shaped to have a taper. The taper can be curved or angular. The taper, in an embodiment, extends from the fluid flow channel width to the channel constriction zone width.
In some embodiments, the channel entrance region of each fluid flow channel is configured to a fluid control feature. For example, and with reference to
As mentioned above with respect to
The number of channels in the plurality of fluid flow channels in a test assay can range from between 1-100, 1-50, 1-25, 1-20, 1-15, 2-100, 2-50, 2-25, 2-20, 2-15, 2-10, 3-100, 3-50, 3-25, 3-15, or 3-10, inclusive of any integer therein, for example, including but not limited to at least 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19 or 20 individual discrete fluid flow channels.
Test strips were prepared as described herein and tested to assess fluid flow rate and uniformity of fluid flow across the plurality of fluid flow channels. In one study, test strips essentially as depicted in
In another embodiment, the volume of formulation deposited on the substrate to form each drop 724 may be between about 20-1000 pL, or between about 50-800 pL, or between about 75-800 pL, or between about 100-600 pL, or between about 150-550 pL, or between about 200-500 pL, or between about 200-450 pL.
Removal of the barrier wall 927 allows fluid sample deposited on the sample zone to flow towards absorbent pad 912 in test strip 900b. Initial raw signal intensity (curves 951a and 952a) show higher signal and background in outer channels for test strip 900a. Net signal 961a (obtained by subtracting curve 952a from curve 951a) results in a lower net signal on outer channels (e.g., channels 905-1a and 905-4a). A sample dependent bias may also be observed, in some embodiments. This may include a higher analyte concentration in the sample flow showing a larger background signal (e.g., curve 952a). Accordingly, test strip 900b with no barrier wall 927 may include a significant correction in channel bias (e.g., curves 951b, 952b, and 961b are more straight and horizontal).
Another study was conducted on test strips with and without a barrier wall. Test strips with four individual, discrete fluid flow channels were prepared, with one test strip having a barrier wall and one without a barrier wall. Signal from the capture zone was assessed after placing a fluid with a detectable species in the sample zone. The barrier wall was found to provide improved uniformity of fluid flow across the plurality of channels (data not shown).
As mentioned above, the substrate of the test strips can be a laminate of a support member and a bibulous membrane. Also as discuss above, the bibulous membrane is processed or treated to etch away portions of the membrane to create the plurality of discrete, individual fluid flow channels and the fluid control features. Once the membrane is etched away, fluid traveling in the membrane contacts the support member. The hydrophobicity and hydrophilicity of the support member can be selected and optimized for control of the fluid. Moreover, the design of the fluid channels and the fluid control features can be varied to control rate of fluid flow. Some variations are shown in
Embodiments consistent with test strip 1200 may include different combinations of longitudinal fluid channels 1205-1, and serpentine fluid channels 1205-s, with hydrophobic 1223 and hydrophilic 1227 gates, depending on the affinity of different reagents 1224 with the respective target analytes in the sample fluid. Accordingly, the selection of the shape and distribution of the different flow components illustrated in test strip 1200 may vary according to a desire for obtaining a rapid, yet homogenous (e.g., approximately simultaneous) response to the different components of the assay at test capture zone 1225-2. In some embodiments, this is desirable so as to have a single ending point of the assay test, which simplifies the measurement and analysis logistics.
Similarly to test strip 1100 (cf.
Hydrophobic valves 1223, hydrophilic mixture zone 1227, and test capture zone 1225 are fluid features included in substrate 1201 and have a shape and size to inhibit or enhance sample flow across test strip 1200, as desired. In some embodiments, the details of fluid features in test strip 1200 are selected to provide time at certain stages in the assay (e.g., to allow for reaction with one of reagents 1224 to occur, or to allow for a conjugate immobilization in test capture zone 1225-2 to complete). In some embodiments, the fluid features in test strip 1200 may be selected to steer flow into separate capture zones 1225 arranged in an array matrix. The capabilities of the fluid features in test strip 1200 may be fully exploited by a digital capture device (e.g., as in image-capturing device 130, cf
Step 1302 includes providing a device that includes a single, unitary substrate with a plurality of fluid flow channels and a single sample zone on the substrate that is common to each fluid flow channel such that each fluid flow channel is in direct fluid communication with the sample zone at a channel entrance region of each fluid flow channel. In the device, each fluid flow channel has a length and a width, and includes a capture zone downstream from the channel entrance region and a channel constriction zone positioned between the channel entrance region and the capture zone, the channel constriction zone having a width and a length. The width of the channel constriction zone corresponds to a value in the range determined by (i) a minimum value that is equal or greater than a diameter of a particular reagent deposited on the substrate, or (i′) a minimum value that is equal to or greater than about 25% of the fluid flow channel width, and (ii) a maximum value that is equal to or less than about 75% of the fluid flow channel width.
Step 1304 includes contacting the device with a biological sample from the subject.
Step 1306 includes determining a presence or absence of a condition or disorder in the biological sample. In some embodiments, step 1306 includes determining a presence or absence of a bacterial infection, a viral infection, or an addiction or misuse of a drug. In some embodiments, step 1306 includes determining a presence or absence of a viral infection that includes a respiratory infection. In some embodiments, step 1306 includes determining a presence or absence of a bacterial infection that includes Lyme disease or sepsis.
Step 1308 includes diagnosing the condition or disorder when the condition or disorder is present in the biological sample.
Step 1310 includes treating the condition or disorder with a suitable therapeutic agent. In some embodiments, step 1310 includes treating the condition or disorder with an antibiotic.
Computer system 1400 (e.g., server 110, image-capturing device 130) includes a bus 1408 or other communication mechanism for communicating information, and a processor 1402 coupled with bus 1408 for processing information. By way of example, computer system 1400 may be implemented with one or more processors. Processor 1402 may be a general-purpose microprocessor, a microcontroller, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA), a Programmable Logic Device (PLD), a controller, a state machine, gated logic, discrete hardware components, or any other suitable entity that can perform calculations or other manipulations of information.
Computer system 1400 can include, in addition to hardware, code that creates an execution environment for the computer program in question, e.g., code that constitutes processor firmware, a protocol stack, a database management system, an operating system, or a combination of one or more of them stored in an included memory 1404, such as a Random Access Memory (RAM), a flash memory, a Read-Only Memory (ROM), a Programmable Read-Only Memory (PROM), an Erasable PROM (EPROM), registers, a hard disk, a removable disk, a CD-ROM, a DVD, or any other suitable storage device, coupled to the bus for storing information and instructions to be executed by processor 1402. Processor 1402 and memory 1404 can be supplemented by, or incorporated in, special purpose logic circuitry.
The instructions may be stored in memory 1404 and implemented in one or more computer program products, i.e., one or more modules of computer program instructions encoded on a computer-readable medium for execution by, or to control the operation of, computer system 1400, and according to any method well-known to those of skill in the art, including, but not limited to, computer languages such as data-oriented languages (e.g., SQL, dBase), system languages (e.g., C, Objective-C, C++, Assembly), architectural languages (e.g., Java, .NET), and application languages (e.g., PHP, Ruby, Perl, Python). Instructions may also be implemented in computer languages such as array languages, aspect-oriented languages, assembly languages, authoring languages, command-line interface languages, compiled languages, concurrent languages, curly-bracket languages, dataflow languages, data-structured languages, declarative languages, esoteric languages, extension languages, fourth-generation languages, functional languages, interactive-mode languages, interpreted languages, iterative languages, list-based languages, little languages, logic-based languages, machine languages, macro languages, metaprogramming languages, multiparadigm languages, numerical analysis, non-English-based languages, object-oriented class-based languages, object-oriented prototype-based languages, off-side rule languages, procedural languages, reflective languages, rule-based languages, scripting languages, stack-based languages, synchronous languages, syntax handling languages, visual languages, wirth languages, and xml-based languages. The memory may also be used for storing temporary variable or other intermediate information during execution of instructions to be executed by the processor.
A computer program as discussed herein does not necessarily correspond to a file in a file system. A program can be stored in a portion of a file that holds other programs or data (e.g., one or more scripts stored in a markup language document), in a single file dedicated to the program in question, or in multiple coordinated files (e.g., files that store one or more modules, subprograms, or portions of code). A computer program can be deployed to be executed on one computer or on multiple computers that are located at one site or distributed across multiple sites and interconnected by a communication network. The processes and logic flows described in this specification can be performed by one or more programmable processors 1402 executing one or more computer programs to perform functions by operating on input data and generating output.
Computer system 1400 further includes a data storage device 1406 such as a magnetic disk or optical disk, coupled to the bus for storing information and instructions. Computer system 1400 may be coupled via an input/output module 1410 to various devices. Input/output module 1410 can be any input/output module. Exemplary input/output modules include data ports such as USB ports. Input/output module 1410 may be configured to connect to a communications module. Exemplary communications modules include networking interface cards, such as Ethernet cards and modems. In certain aspects, input/output module 1410 may be configured to connect to a plurality of devices, such as an input device 1414 and/or an output device 1416. Exemplary input devices 1414 include a keyboard and a pointing device, e.g., a mouse or a trackball, by which a user can provide input to the computer system. Other kinds of input devices 1414 can be used to provide for interaction with a user as well, such as a tactile input device, visual input device, audio input device, or brain-computer interface device. For example, feedback provided to the user can be any form of sensory feedback, e.g., visual feedback, auditory feedback, or tactile feedback; and input from the user can be received in any form, including acoustic, speech, tactile, or brain wave input. Exemplary output devices 1416 include display devices, such as an LCD (liquid crystal display) monitor for displaying information to the user.
In some embodiments, computer system 1400 is a network-based, voice-activated device accessed by the user. Input/output devices 1414 and 1416 may include a microphone providing the queries in voice format, and receiving multiple inputs from the user also in a voice format, in the language of the user. Further, in some embodiments, a neural linguistic algorithm may cause the voice-activated device to contact the user back and receive a user selection of the respiratory mask via a voice command or request.
According to one aspect of the present disclosure, image-capturing device 130 and server 110 can be implemented using computer system 1400 in response to processor 1402 executing one or more sequences of one or more instructions contained in memory 1404. Such instructions may be read into memory 1404 from another machine-readable medium, such as data storage device 1406. Execution of the sequences of instructions contained in the main memory causes processor 1402 to perform the process steps described herein. One or more processors in a multi-processing arrangement may also be employed to execute the sequences of instructions contained in the memory. In alternative aspects, hard-wired circuitry may be used in place of or in combination with software instructions to implement various aspects of the present disclosure. Thus, aspects of the present disclosure are not limited to any specific combination of hardware circuitry and software.
Various aspects of the subject matter described in this specification can be implemented in a computing system 1400 that includes a back-end component, e.g., as a data server, or that includes a middleware component, e.g., an application server, or that includes a front-end component, e.g., image-capturing device 130 having a graphical user interface or a Web browser through which a user can interact with an implementation of the subject matter described in this specification, or any combination of one or more such back-end, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication, e.g., a communication network. The communication network (e.g., network 150) can include, for example, any one or more of a LAN, a WAN, the Internet, and the like. Further, the communication network can include, but is not limited to, for example, any one or more of the following network topologies, including a bus network, a star network, a ring network, a mesh network, a star-bus network, tree or hierarchical network, or the like. The communications modules can be, for example, modems or Ethernet cards.
Computer system 1400 can include image-capturing devices and servers wherein the image-capturing device and server are generally remote from each other and typically interact through a communication network (e.g., image-capturing device 130, server 110, and network 150, cf.
The term “machine-readable storage medium” or “computer-readable medium” as used herein refers to any medium or media that participates in providing instructions to the processor for execution. Such a medium may take many forms, including, but not limited to, non-volatile media, volatile media, and transmission media. Non-volatile media include, for example, optical or magnetic disks, such as the data storage device. Volatile media include dynamic memory, such as the memory. Transmission media include coaxial cables, copper wire, and fiber optics, including the wires that include the bus. Common forms of machine-readable media include, for example, floppy disk, a flexible disk, hard disk, magnetic tape, any other magnetic medium, a CD-ROM, DVD, any other optical medium, punch cards, paper tape, any other physical medium with patterns of holes, a RAM, a PROM, an EPROM, a FLASH EPROM, any other memory chip or cartridge, or any other medium from which a computer can read. The machine-readable storage medium can be a machine-readable storage device, a machine-readable storage substrate, a memory device, a composition of matter effecting a machine-readable propagated signal, or a combination of one or more of them.
As used herein, the phrase “at least one of” preceding a series of items, with the terms “and” or “or” to separate any of the items, modifies the list as a whole, rather than each member of the list (e.g., each item). The phrase “at least one of” does not require selection of at least one item; rather, the phrase allows a meaning that includes at least one of any one of the items, and/or at least one of any combination of the items, and/or at least one of each of the items. By way of example, the phrases “at least one of A, B, and C” or “at least one of A, B, or C” each refer to only A, only B, or only C; any combination of A, B, and C; and/or at least one of each of A, B, and C.
To the extent that the term “include,” “have,” or the like is used in the description or the claims, such term is intended to be inclusive in a manner similar to the term “include” as “include” is interpreted when employed as a transitional word in a claim. The word “exemplary” is used herein to mean “serving as an example, instance, or illustration.” Any embodiment described herein as “exemplary” is not necessarily to be construed as preferred or advantageous over other embodiments.
A reference to an element in the singular is not intended to mean “one and only one” unless specifically stated, but rather “one or more.” All structural and functional equivalents to the elements of the various configurations described throughout this disclosure that are known or later come to be known to those of ordinary skill in the art are expressly incorporated herein by reference and intended to be encompassed by the subject technology. Moreover, nothing disclosed herein is intended to be dedicated to the public regardless of whether such disclosure is explicitly recited in the above description.
While this specification contains many specifics, these should not be construed as limitations on the scope of what may be claimed, but rather as descriptions of particular implementations of the subject matter. Certain features that are described in this specification in the context of separate embodiments can also be implemented in combination in a single embodiment. Conversely, various features that are described in the context of a single embodiment can also be implemented in multiple embodiments separately or in any suitable subcombination. Moreover, although features may be described above as acting in certain combinations and even initially claimed as such, one or more features from a claimed combination can in some cases be excised from the combination, and the claimed combination may be directed to a subcombination or variation of a subcombination.
The subject matter of this specification has been described in terms of particular aspects, but other aspects can be implemented and are within the scope of the following claims. For example, while operations are depicted in the drawings in a particular order, this should not be understood as requiring that such operations be performed in the particular order shown or in sequential order, or that all illustrated operations be performed, to achieve desirable results. The actions recited in the claims can be performed in a different order and still achieve desirable results. As one example, the processes depicted in the accompanying figures do not necessarily require the particular order shown, or sequential order, to achieve desirable results. In certain circumstances, multitasking and parallel processing may be advantageous. Moreover, the separation of various system components in the aspects described above should not be understood as requiring such separation in all aspects, and it should be understood that the described program components and systems can generally be integrated together in a single software product or packaged into multiple software products. Other variations are within the scope of the following claims.
In one aspect, a method may be an operation, an instruction, or a function and vice versa. In one aspect, a claim may be amended to include some or all of the words (e.g., instructions, operations, functions, or components) recited in other one or more claims, one or more words, one or more sentences, one or more phrases, one or more paragraphs, and/or one or more claims.
To illustrate the interchangeability of hardware and software, items such as the various illustrative blocks, modules, components, methods, operations, instructions, and algorithms have been described generally in terms of their functionality. Whether such functionality is implemented as hardware, software, or a combination of hardware and software depends upon the particular application and design constraints imposed on the overall system. Skilled artisans may implement the described functionality in varying ways for each particular application.
As used herein, the phrase “at least one of” preceding a series of items, with the terms “and” or “or” to separate any of the items, modifies the list as a whole, rather than each member of the list (e.g., each item). The phrase “at least one of” does not require selection of at least one item; rather, the phrase allows a meaning that includes at least one of any one of the items, and/or at least one of any combination of the items, and/or at least one of each of the items. By way of example, the phrases “at least one of A, B, and C” or “at least one of A, B, or C” each refer to only A, only B, or only C; any combination of A, B, and C; and/or at least one of each of A, B, and C.
The word “exemplary” is used herein to mean “serving as an example, instance, or illustration.” Any embodiment described herein as “exemplary” is not necessarily to be construed as preferred or advantageous over other embodiments. Phrases such as an aspect, the aspect, another aspect, some aspects, one or more aspects, an implementation, the implementation, another implementation, some implementations, one or more implementations, an embodiment, the embodiment, another embodiment, some embodiments, one or more embodiments, a configuration, the configuration, another configuration, some configurations, one or more configurations, the subject technology, the disclosure, the present disclosure, other variations thereof and alike are for convenience and do not imply that a disclosure relating to such phrase(s) is essential to the subject technology or that such disclosure applies to all configurations of the subject technology. A disclosure relating to such phrase(s) may apply to all configurations, or one or more configurations. A disclosure relating to such phrase(s) may provide one or more examples. A phrase such as an aspect or some aspects may refer to one or more aspects and vice versa, and this applies similarly to other foregoing phrases.
A reference to an element in the singular is not intended to mean “one and only one” unless specifically stated, but rather “one or more.” Pronouns in the masculine (e.g., his) include the feminine and neuter gender (e.g., her and its) and vice versa. The term “some” refers to one or more. Underlined and/or italicized headings and subheadings are used for convenience only, do not limit the subject technology, and are not referred to in connection with the interpretation of the description of the subject technology. Relational terms such as first and second and the like may be used to distinguish one entity or action from another without necessarily requiring or implying any actual such relationship or order between such entities or actions. All structural and functional equivalents to the elements of the various configurations described throughout this disclosure that are known or later come to be known to those of ordinary skill in the art are expressly incorporated herein by reference and intended to be encompassed by the subject technology. Moreover, nothing disclosed herein is intended to be dedicated to the public regardless of whether such disclosure is explicitly recited in the above description. No claim element is to be construed under the provisions of 35 U.S.C. § 112, sixth paragraph, unless the element is expressly recited using the phrase “means for” or, in the case of a method claim, the element is recited using the phrase “step for.”
While this specification contains many specifics, these should not be construed as limitations on the scope of what may be described, but rather as descriptions of particular implementations of the subject matter. Certain features that are described in this specification in the context of separate embodiments can also be implemented in combination in a single embodiment. Conversely, various features that are described in the context of a single embodiment can also be implemented in multiple embodiments separately or in any suitable subcombination. Moreover, although features may be described above as acting in certain combinations and even initially described as such, one or more features from a described combination can in some cases be excised from the combination, and the described combination may be directed to a subcombination or variation of a subcombination.
The subject matter of this specification has been described in terms of particular aspects, but other aspects can be implemented and are within the scope of the following claims. For example, while operations are depicted in the drawings in a particular order, this should not be understood as requiring that such operations be performed in the particular order shown or in sequential order, or that all illustrated operations be performed, to achieve desirable results. The actions recited in the claims can be performed in a different order and still achieve desirable results. As one example, the processes depicted in the accompanying figures do not necessarily require the particular order shown, or sequential order, to achieve desirable results. In certain circumstances, multitasking and parallel processing may be advantageous. Moreover, the separation of various system components in the aspects described above should not be understood as requiring such separation in all aspects, and it should be understood that the described program components and systems can generally be integrated together in a single software product or packaged into multiple software products.
The title, background, brief description of the drawings, abstract, and drawings are hereby incorporated into the disclosure and are provided as illustrative examples of the disclosure, not as restrictive descriptions. It is submitted with the understanding that they will not be used to limit the scope or meaning of the claims. In addition, in the detailed description, it can be seen that the description provides illustrative examples and the various features are grouped together in various implementations for the purpose of streamlining the disclosure. The method of disclosure is not to be interpreted as reflecting an intention that the described subject matter requires more features than are expressly recited in each claim. Rather, as the claims reflect, inventive subject matter lies in less than all features of a single disclosed configuration or operation. The claims are hereby incorporated into the detailed description, with each claim standing on its own as a separately described subject matter.
The claims are not intended to be limited to the aspects described herein, but are to be accorded the full scope consistent with the language claims and to encompass all legal equivalents. Notwithstanding, none of the claims are intended to embrace subject matter that fails to satisfy the requirements of the applicable patent law, nor should they be interpreted in such a way.
This application claims the benefit of U.S. Provisional Application No. 62/959,748, filed Jan. 10, 2020 which is incorporated herein by reference in its entirety.
Number | Date | Country | |
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62959748 | Jan 2020 | US |