IP Library Granted Patent US 12,406,356
Granted Patent B2
US 12,406,356 · App. 16/730,479 · Granted Sep 2, 2025

Apparatus and method for image analysis of a fluid sample on a test card to determine whether the fluid sample tests positive or negative for a bacterium or virus

Inventors: Tej Rushikesh Patel (Aliso Viejo, CA); Ryan Alan Revilla (Downey, CA); Roy James Heltsley (Foothill Ranch, CA)
Assignee: Fluxergy, Inc.
G06T7/0012C12Q1/686C12Q1/689C12Q1/701G01N21/6428G06T7/0016B01L7/52B01L2300/0654B01L2300/18G01N2021/6439G01N21/6456G06T2207/10016G06T2207/10024G06T2207/10064G06T2207/20021G06T2207/30072
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Quick Facts
Patent No.
US 12,406,356
App. No.
16/730,479
Granted
Sep 2, 2025
Kind
B2
Abstract

An apparatus and method for image analysis of a fluid sample on a test card are disclosed. An example apparatus for analyzing a fluid sample includes a camera imaging device configured to record a plurality of images of the fluid sample while located within a target zone of a fluid microchannel of a test card. The example apparatus also includes a controller configured to perform a cytometry analysis on the fluid sample to determine whether the fluid sample tests positive or negative for a bacteria or virus.

Claims (42)

1. A device for analyzing a fluid sample, the device comprising:

a housing defining a slot sized to receive a test card containing the fluid sample;

a camera imaging device positioned within the housing and configured to record an image of a target zone on the test card;

a light source positioned within the housing and configured to illuminate at least the target zone on the test card; and

a controller positioned within the housing communicatively coupled to the camera imaging device and the light source, the controller comprising:

a memory device comprising a non-transitory computer readable medium and storing instructions; and

a processor communicatively coupled to the memory device, wherein the processor is operable to execute the instructions stored on the memory device to:

activate the light source after detecting the test card was inserted through the slot,

control the camera imaging device to record at least one image of the target zone on the test card,

analyze the at least one image to distinguish wanted objects from unwanted objects within the at least one image, and

determine, from the analysis, whether the fluid sample tests positive or negative for a bacterium or a virus based on the wanted objects, wherein the wanted objects include at least one of nucleic acid molecules or cells, and wherein the unwanted objects include objects that do not have at least one of an average size or an average shape of the at least one of nucleic acid molecules or cells.

2. The device of claim 1 , wherein the processor is operable to execute the instructions stored on the memory device to determine whether the fluid sample has tested positive or negative for the bacterium or the virus by calculating a mean fluorescence value for at least one area that includes the wanted objects.

3. The device of claim 1 , wherein the processor is operable to execute the instructions stored on the memory device to determine whether the fluid sample has tested positive or negative for the bacterium or the virus by calculating a mean fluorescence value for at least one area that excludes the unwanted objects.

4. The device of claim 1 , wherein the processor is operable to execute the instructions stored on the memory device to determine whether the fluid sample has tested positive or negative for the bacterium or the virus by analyzing at least one of a size of the wanted objects, a count of the wanted objects, a morphology of the wanted objects, a cycle phase of the wanted objects, DNA content of the wanted objects, or an existence or absence of specific proteins on surfaces of the wanted objects.

5. The device of claim 1 , wherein the processor is operable to execute the instructions stored on the memory device to determine whether the fluid sample has tested positive or negative for the bacterium or the virus by:

counting colonies that are shown within the at least one image;

comparing a number of counted colonies to a specified titer value; and

determining the fluid sample has tested positive for the bacterium or the virus when the number of counted colonies exceed the specified titer value.

6. The device of claim 1 , wherein the processor is further operable to execute the instructions stored on the memory device to control the device to perform a cytometry analysis.

7. The device of claim 6 ,

wherein the memory device stores a plurality of preprogrammed analyses that can be performed, the plurality of preprogrammed analyses including the cytometry analysis and a polymerase chain reaction (“PCR”) analysis, and

wherein the processor is operable to execute the instructions stored on the memory device to operate according to the preprogrammed cytometry analysis.

8. The device of claim 1 , wherein the processor is operable to execute the instructions stored on the memory device to report an inconclusive test when the processor identifies at least one unwanted object in the at least one image.

9. The device of claim 1 , further comprising a display device coupled to the housing and communicatively coupled to the processor,

wherein the processor is further operable to execute the instructions stored on the memory device to control the display device to display an indication whether the fluid sample tests positive or negative for the bacterium or the virus.

10. The device of claim 1 , wherein the processor is operable to execute the instructions stored on the memory device to control the camera imaging device to record a plurality of images,

wherein the unwanted objects include air bubbles, and

wherein the processor is operable to execute the instructions stored on the memory device to distinguish the air bubbles by identifying objects that expand in size during the recording of the plurality of images.

11. The device of claim 1 , wherein the processor is further operable to execute the instructions stored on the memory device to distinguish the wanted objects from the unwanted objects by comparing a size or shape of objects in the at least one image to an average size or shape of blood cells.

12. The device of claim 1 , further comprising a heater positioned within the housing and electrically coupled to the processor,

wherein the processor is further operable to execute the instructions stored on the memory device to activate the heater after the light source is activated.

13. The device of claim 1 , wherein the target zone on the test card includes a single zone.

14. The device of claim 1 , wherein the target zone on the test card includes a plurality of zones.

15. The device of claim 1 , wherein the light source is configured to emit fluorescence excitation light.

16. The device of claim 1 , wherein the processor is operable to execute the instructions stored on the memory device to perform at least one of a polymerase chain reaction (“PCR”) analysis, a cytometry analysis, or an enzyme-linked immunosorbent assay (“ELISA”) analysis to determine whether the fluid sample tests positive or negative for the bacterium or the virus based on the wanted objects.

17. The device of claim 1 , further comprising a fluid actuation source positioned within the housing and configured to move the fluid sample to at least the target zone on the test card,

wherein the processor is further operable to execute the instructions stored on the memory device to activate the fluid actuation source after detecting the test card was inserted through the slot.

18. The device of claim 17 , wherein the processor is further operable to execute the instructions stored on the memory device to:

measure a capacitance of a microchannel on the test card before or after the target zone; and

at least one of activate the light source or control the camera imaging device to record the at least one image of the target zone after determining the measured capacitance is indicative that at least some of the fluid sample is in the target zone.

19. The device of claim 1 , wherein the processor is further operable to execute the instructions stored on the memory device to locate the target zone with the at least one image, and wherein the processor is operable to determine whether the fluid sample tests positive or negative for the bacterium or virus to facilitate treatment of a bacterial or viral infection in a host.

20. The device of claim 1 , wherein the processor is further operable to execute the instructions stored on the memory device to determine, from the analysis, at least one of a cell size, a cell count, a cell morphology, a cell cycle phase, a DNA content, the existence or absence of specific proteins on cell surfaces, viral titer, protein concentrations, and/or DNA concentrations.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 19, 2021
From: FLUXERGY, LLC
To: FLUXERGY, INC.
Reel/Frame 056285/0643 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 6, 2020
From: PATEL, TEJ RUSHIKESH; REVILLA, RYAN ALAN; HELTSLEY, ROY JAMES
To: FLUXERGY, LLC
Reel/Frame 051427/0600 →
Continuity (4)
Continuation 15185714 · Jun 17, 2016
Provisional Application 62187471 · Jul 1, 2015
Provisional Application 62182992 · Jun 22, 2015
Related Publication 20200140926A1 · May 7, 2020
References Cited (202)
US 5147606A · Charlton et al. · 1992 [cited by applicant]
US 5229297A · Schnipelsky et al. · 1993 [cited by applicant]
US 5726026A · Wilding et al. · 1998 [cited by applicant]
US 5976336A · Dubrow et al. · 1999 [cited by applicant]
US 6068752A · Dubrow et al. · 2000 [cited by applicant]
US 6071478A · Chow · 2000 [cited by applicant]
US 6114122A · Besemer et al. · 2000 [cited by applicant]
US 6153073A · Dubrow et al. · 2000 [cited by applicant]
US 6235175B1 · Dubrow et al. · 2001 [cited by applicant]
US 6303343B1 · Kopf-Sill · 2001 [cited by applicant]
US 6399025B1 · Chow · 2002 [cited by applicant]
US 6428987B2 · Franzen · 2002 [cited by applicant]
US 6437551B1 · Krulevitch et al. · 2002 [cited by applicant]
US 6509186B1 · Zou et al. · 2003 [cited by applicant]
US 6576459B2 · Miles et al. · 2003 [cited by applicant]
US 7033474B1 · Dubrow et al. · 2006 [cited by applicant]
US 7309467B2 · Chen et al. · 2007 [cited by applicant]
US 7431888B2 · Frechet et al. · 2008 [cited by applicant]
US 7678336B2 · Chang et al. · 2010 [cited by applicant]
US 7811523B2 · Bjorneson · 2010 [cited by applicant]
US 7867754B1 · Regnier et al. · 2011 [cited by applicant]
US 7883669B2 · Sun et al. · 2011 [cited by applicant]
US 7915030B2 · Inoue et al. · 2011 [cited by applicant]
US 7919062B2 · Yuen · 2011 [cited by applicant]
US 7981237B2 · Park et al. · 2011 [cited by applicant]
US 8053239B2 · Wheeler et al. · 2011 [cited by applicant]
US 8158926B2 · Feng et al. · 2012 [cited by applicant]
US 8202491B2 · Masters et al. · 2012 [cited by applicant]
US 8216827B2 · Pouteau et al. · 2012 [cited by applicant]
US 8247176B2 · Pourahmadi et al. · 2012 [cited by applicant]
US 8289519B2 · Zare et al. · 2012 [cited by applicant]
US 8343778B2 · Li et al. · 2013 [cited by applicant]
US 8349276B2 · Paluma et al. · 2013 [cited by applicant]
US 8367021B2 · Kennedy et al. · 2013 [cited by applicant]
US 8394341B2 · Reinhardt et al. · 2013 [cited by applicant]
US 8409848B2 · Zeng et al. · 2013 [cited by applicant]
US 8540946B2 · Padmanabhan et al. · 2013 [cited by applicant]
US 8557199B2 · Heath et al. · 2013 [cited by applicant]
US 8557518B2 · Jovanovich et al. · 2013 [cited by applicant]
US 8562918B2 · Jovanovich et al. · 2013 [cited by applicant]
US 8592157B2 · Pourahmadi et al. · 2013 [cited by applicant]
US 8597574B2 · Gumbrecht et al. · 2013 [cited by applicant]
US 8603414B2 · Omuro et al. · 2013 [cited by applicant]
US 8606414B2 · Ludwig · 2013 [cited by applicant]
US 8790595B2 · Polwart et al. · 2014 [cited by applicant]
US 8852527B2 · Thomas et al. · 2014 [cited by applicant]
US 8874273B2 · Sun et al. · 2014 [cited by applicant]
US 8894946B2 · Nielsen et al. · 2014 [cited by applicant]
US 8911636B2 · Gautham · 2014 [cited by applicant]
US 8911989B2 · Lee et al. · 2014 [cited by applicant]
US 8936762B2 · Ehrlich et al. · 2015 [cited by applicant]
US 8940147B1 · Bartsch et al. · 2015 [cited by applicant]
US 8962252B2 · Liang et al. · 2015 [cited by applicant]
US 9017946B2 · Hasson · 2015 [cited by applicant]
US 9114398B2 · Knight et al. · 2015 [cited by applicant]
US 9138744B2 · Tsao et al. · 2015 [cited by applicant]
US 9170138B2 · Giovangrandi et al. · 2015 [cited by applicant]
US 9328344B2 · Link et al. · 2016 [cited by applicant]
US 9335247B2 · Sharpe et al. · 2016 [cited by applicant]
US 9364833B2 · Bergstedt · 2016 [cited by applicant]
US 9540686B2 · Zeng et al. · 2017 [cited by applicant]
US 10761019B2 · Khodadad et al. · 2020 [cited by applicant]
US 11371091B2 · Revilla et al. · 2022 [cited by applicant]
US 11692967B2 · Koussa et al. · 2023 [cited by applicant]
US 20010029793A1 · Moler et al. · 2001 [cited by applicant]
US 20010045355A1 · Gephart et al. · 2001 [cited by applicant]
US 20030082568A1 · Phan et al. · 2003 [cited by applicant]
US 20030155344A1 · Cobb · 2003 [cited by applicant]
US 20030190608A1 · Blackburn · 2003 [cited by applicant]
US 20040037739A1 · McNeely et al. · 2004 [cited by applicant]
US 20040193202A1 · Allen · 2004 [cited by applicant]
US 20050032204A1 · Rodgers et al. · 2005 [cited by applicant]
US 20050196779A1 · Ho et al. · 2005 [cited by applicant]
US 20050233440A1 · Scurati et al. · 2005 [cited by applicant]
US 20060013725A1 · Larsen · 2006 [cited by applicant]
US 20060094028A1 · Danna et al. · 2006 [cited by applicant]
US 20070015179A1 · Klapperich · 2007 [cited by applicant]
US 20070154895A1 · Spaid et al. · 2007 [cited by applicant]
US 20070163175A1 · Kihara et al. · 2007 [cited by applicant]
US 20070190828A1 · Goldman et al. · 2007 [cited by applicant]
US 20070259348A1 · Phadke et al. · 2007 [cited by applicant]
US 20080200343A1 · Clemens et al. · 2008 [cited by applicant]
US 20080241910A1 · Jung et al. · 2008 [cited by applicant]
US 20080253633A1 · Xia et al. · 2008 [cited by applicant]
US 20090004732A1 · LaBarre et al. · 2009 [cited by applicant]
US 20090018640A1 · State · 2009 [cited by applicant]
US 20090053726A1 · Owen et al. · 2009 [cited by applicant]
US 20090062134A1 · Linton et al. · 2009 [cited by applicant]
US 20090140170A1 · Nevill et al. · 2009 [cited by applicant]
US 20090143233A1 · Knight et al. · 2009 [cited by applicant]
US 20090186404A1 · Kim et al. · 2009 [cited by applicant]
US 20090215157A1 · Jung et al. · 2009 [cited by applicant]
US 20090215194A1 · Magni et al. · 2009 [cited by applicant]
US 20090311717A1 · De Sonneville et al. · 2009 [cited by applicant]
US 20100203521A1 · Klapperich et al. · 2010 [cited by applicant]
US 20100261286A1 · Kim et al. · 2010 [cited by applicant]
US 20100291584A1 · Tseng et al. · 2010 [cited by applicant]
US 20100304986A1 · Chen et al. · 2010 [cited by applicant]
US 20110020876A1 · Wilding et al. · 2011 [cited by applicant]
US 20110039280A1 · Leary et al. · 2011 [cited by applicant]
US 20110117673A1 · Johnson et al. · 2011 [cited by applicant]
US 20110162439A1 · Ayliffe · 2011 [cited by applicant]
US 20110206545A1 · Junod et al. · 2011 [cited by applicant]
US 20110269131A1 · Chiu et al. · 2011 [cited by applicant]
US 20110301535A1 · Takayama et al. · 2011 [cited by applicant]
US 20110315559A1 · Holt et al. · 2011 [cited by applicant]
US 20120052560A1 · Knight et al. · 2012 [cited by applicant]
US 20120140055A1 · Narusawa et al. · 2012 [cited by applicant]
US 20120145253A1 · Zeng et al. · 2012 [cited by applicant]
US 20120195810A1 · Cohen et al. · 2012 [cited by applicant]
US 20120220047A1 · Seifried et al. · 2012 [cited by applicant]
US 20120244043A1 · LeBlanc et al. · 2012 [cited by applicant]
US 20120244604A1 · Kornilovich · 2012 [cited by applicant]
US 20120283108A1 · Sampas · 2012 [cited by applicant]
US 20120309010A1 · Shuber · 2012 [cited by applicant]
US 20130052725A1 · Yazdanfar · 2013 [cited by applicant]
US 20130149215A1 · Dekker et al. · 2013 [cited by applicant]
US 20130224781A1 · Jung et al. · 2013 [cited by applicant]
US 20130236907A1 · Petersen et al. · 2013 [cited by applicant]
US 20130244906A1 · Collins · 2013 [cited by applicant]
US 20130345096A1 · Wan · 2013 [cited by applicant]
US 20140038191A1 · Liang et al. · 2014 [cited by applicant]
US 20140141424A1 · Pourahmadi et al. · 2014 [cited by applicant]
US 20140161686A1 · Bort et al. · 2014 [cited by applicant]
US 20140162893A1 · Cash et al. · 2014 [cited by applicant]
US 20140170672A1 · Vandersleen et al. · 2014 [cited by applicant]
US 20140199764A1 · Domansky et al. · 2014 [cited by applicant]
US 20140200154A1 · Sugarman et al. · 2014 [cited by applicant]
US 20140248621A1 · Collins · 2014 [cited by applicant]
US 20140295441A1 · Egan et al. · 2014 [cited by applicant]
US 20140307931A1 · Gierahn et al. · 2014 [cited by applicant]
US 20140309508A1 · Kim et al. · 2014 [cited by applicant]
US 20150024426A1 · De Oliveira Garcia Da Fonseca et al. · 2015 [cited by applicant]
US 20150125947A1 · Korczyk et al. · 2015 [cited by applicant]
US 20150238967A1 · Erickson et al. · 2015 [cited by applicant]
US 20150290644A1 · Prentice et al. · 2015 [cited by applicant]
US 20160033311A1 · Giovangrandi et al. · 2016 [cited by applicant]
US 20160069913A1 · Bakhru et al. · 2016 [cited by applicant]
US 20160144356A1 · Jung et al. · 2016 [cited by applicant]
US 20160144358A1 · Patel · 2016 [cited by applicant]
US 20160193603A1 · Battrell et al. · 2016 [cited by applicant]
US 20160296933A1 · Chiou et al. · 2016 [cited by applicant]
US 20160310948A1 · Nowakowski et al. · 2016 [cited by applicant]
US 20160318019A1 · Ledden et al. · 2016 [cited by applicant]
US 20160334351A1 · Lu et al. · 2016 [cited by applicant]
US 20160340716A1 · Ortac et al. · 2016 [cited by applicant]
US 20160369323A1 · Revilla et al. · 2016 [cited by applicant]
US 20170001196A1 · Zhang et al. · 2017 [cited by applicant]
US 20170008009A1 · Azpiroz et al. · 2017 [cited by applicant]
US 20170021354A1 · Kim et al. · 2017 [cited by applicant]
US 20170058324A1 · Balog et al. · 2017 [cited by applicant]
US 20180015475A1 · Arlett et al. · 2018 [cited by applicant]
US 20180174689A1 · Pulitzer et al. · 2018 [cited by applicant]
US 20190160460A1 · Keatch et al. · 2019 [cited by applicant]
US 20200064254A1 · Vanderklein et al. · 2020 [cited by applicant]
US 20200383664A1 · Loudermilk et al. · 2020 [cited by applicant]
US 20210299651A1 · McCord et al. · 2021 [cited by applicant]
US 20210311042A1 · Pamula et al. · 2021 [cited by applicant]
US 20210389313A1 · Ward et al. · 2021 [cited by applicant]
US 20220088583A1 · Kleinemolen et al. · 2022 [cited by applicant]
US 20220411851A1 · Revilla et al. · 2022 [cited by applicant]
US 20230116264A1 · Basmajian et al. · 2023 [cited by applicant]
US 20230175964A1 · Taylor et al. · 2023 [cited by applicant]
US 20230194540A1 · Basmajian et al. · 2023 [cited by applicant]
US 20230228674A1 · Marrinucci et al. · 2023 [cited by applicant]
DE 202018102600U1 · 2018 [cited by applicant]
EP 2863332A1 · 2015 [cited by applicant]
WO 9322053A1 · 1993 [cited by applicant]
WO 1993022054 · 1993 [cited by applicant]
WO 0154813A2 · 2001 [cited by applicant]
WO 0173420A1 · 2001 [cited by applicant]
WO 2013177953A1 · 2013 [cited by applicant]
WO 2014055963 · 2014 [cited by applicant]
WO 2014144548A2 · 2014 [cited by applicant]
WO 2016209775A1 · 2016 [cited by applicant]
WO 2017087834A1 · 2017 [cited by applicant]
WO 2021226581A1 · 2021 [cited by applicant]
WO 2022029731A1 · 2022 [cited by applicant]
WO 2022051703A1 · 2022 [cited by applicant]
WO 2022256514A1 · 2022 [cited by applicant]
WO 2023059894A1 · 2023 [cited by applicant]
Boehm, Douglas A., Philip A. Gottlieb, and Susan Z. Hua. “On-chip microfluidic biosensor for bacterial detection and identification.” Sensors and Actuators B: Chemical 126.2 (2007): 508-514. [cited by examiner]
Wolfe, Alan J., et al. “Evidence of uncultivated bacteria in the adult female bladder.” Journal of clinical microbiology 50.4 (2012): 1376-1383. [cited by examiner]
International Search Report and Written Opinion issued in related International Patent Application No. PCT/US2016/038152 on Sep. 14, 2016. 12 pages. [cited by applicant]
International Search Report and Written Opinion issued in related International Patent Application No. PCT/US2016/038124 on Sep. 8, 2016. 12 pages. [cited by applicant]
International Search Report and Written Opinion issued in related International Patent Application No. PCT/US2016/038157 on Oct. 28, 2016. 12 pages. [cited by applicant]
Liu, Hao-Bing et al., Micro air bubble formation and its control during polymerase chain reaction (PCR) in polydimethylsiloxane (PDMS) microreactors:, Journal of Micromechanics and Microengineering 17.10 (2007): 2055. [cited by applicant]
Cady, Nathaniel C., et al. “Real-time PCR detection of Listeria monocytogenes using an integrated microfludics platform.” Sensors and Actuators B: Chemical 107.1 (2005): 332-341. [cited by applicant]
Jarvius, Jonas, et al. “Digital quantification using amplified single-molecule detection.” Nature methods 3.9 (2006): 725. [cited by applicant]
Lui, Clarissa, Nathaniel Cady, and Carl Batt. “Nucleic acid-based detection of bacterial pathogens using integrated microfluidic platform systems.” Sensors 9.5 (2009): 3713-3744. [cited by applicant]
International Preliminary Report on Patentability issued in related International Patent Application No. PCT/US2016/038152 on Jun. 28, 2017. [cited by applicant]
Miralles et al., “A Review of Heating Temperature Control in Microfluidic Systems: Techniques and Applications,” Diagnostics, 2013, No. 3, pp. 33-67. [cited by applicant]
Wang et al., A miniaturized quantitative polymerase chain reaction system for DNA amplication and detection: Sensors and Actuators, No. B 141, 2009, pp. 329-337. [cited by applicant]
Hsieh et al., “Enhancement of thermal uniformity for a microthermal cycler and its application for polymerase chain reaction,” Sensors and Actuators, B 130 (2008), pp. 848-856. [cited by applicant]
International Preliminary Report on Patentability issued in related international Patent Application No. PCT/US2016/038124 on Jun. 26, 2017. [cited by applicant]
International Preliminary Report on Patentability issued in related international Patent Application No. PCT/US2016/038157on Jun. 19, 2017. [cited by applicant]
Creative Materials Product Description—Dielectric Inks and Coatings Offerings (2015), 2 pages. [cited by applicant]
Extended Search Report for EP 16815096.9, dated Mar. 7, 2019, 4 pages. [cited by applicant]
Partial Search Report for EP 23161706.9, dated Aug. 4, 2023, 13 pages. [cited by applicant]
Partial Search Report for EP 23162636.7, dated Apr. 16, 2024, 12 pages. [cited by applicant]
International Search Report and Written Opinion for PCT/US2021/065815, mailed Mar. 24, 2022, 12 pages. [cited by applicant]
Gubala et al., “Point of Care Diagnostics: Status and Future,” Analytical Chemistry, 2012, vol. 84, No. 2, pp. 487-515. [cited by applicant]