IP Library Granted Patent US 12,258,638
Granted Patent B2
US 12,258,638 · App. 17/165,935 · Granted Mar 25, 2025

Airborne pathogen simulants and mobility testing

Inventors: Ulrike W. Hodges (Berkeley, CA); Quin Chou (Pleasanton, CA); Erik Malmstrom (San Jose, CA); Phil M. Arnold (Redwood City, CA)
Assignee: SafeTraces, Inc.
C12Q1/701C12Q1/68C12Q1/6825C12Q1/6851C12Q1/686
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,258,638
App. No.
17/165,935
Granted
Mar 25, 2025
Kind
B2
Abstract

Airborne pathogen mobility and the airborne mobility of respiratory droplets, such as saliva, and testing thereof, can be monitored by tracking detectable compounds and measuring concentrations.

Claims (54)

1. A method of distributing a saliva simulant, comprising:

receiving the saliva simulant, wherein the saliva simulant comprises water, a DNA taggant, and a carrier, and wherein the saliva simulant simulates human emission of a target pathogen;

spraying the saliva simulant in air at a first release location in a determined release amount, to be detected at a first collection location, wherein a detected amount of the saliva simulant detected at the first collection location relative to the determined release amount is indicative of a degree of airflow from the first release location to the first collection location;

collecting a sample at the first collection location;

determining a tracer concentration at the first collection location based on the detected amount of the saliva simulant detected at the first collection location;

determining a scale that correlates tracer concentrations to inhalation probabilities and/or viral load;

based on the collected amount and/or the tracer concentration, and based on the scale, determining an infection risk value representing infection risk in an enclosed space diagnostic of infection by the target pathogen; and

generating a report displaying a first graphic element representing the infection risk value and displaying a second graphic element representing the detected amount of the saliva simulant at the first collection location in a map comprising the first release location and the first collection location.

2. The method of claim 1 , wherein the first release location and the first collection location are distinct locations in a building and are separated, at least in part, by a portion of a building layout that blocks airflow and wherein the first release location and the first collection location are such that measurable airflow occurs from the first release location to the first collection location, flowing around the portion of the building layout that blocks the airflow.

3. The method of claim 1 , wherein the first release location and the first collection location are both within a confined space in a building, the method comprising releasing the saliva simulant at the first release location at a first time and collecting a portion of released saliva simulant at the first collection location at a second time, wherein the second time is after, and distinct from, the first time.

4. The method of claim 1 , further comprising:

mapping a plurality of collection locations;

mapping a plurality of release locations;

releasing a selected DNA taggant at a release location;

collecting droplet and/or aerosol sample at a collection location of the plurality of collection locations; and

quantifying DNA concentrations at collection locations using qPCR.

5. The method of claim 4 , wherein at least some of the plurality of release locations are mobile and simulate dispersing while moving.

6. The method of claim 4 , wherein releasing comprises releasing a plurality of releases using a plurality of DNA taggants or combinations thereof.

7. The method of claim 1 , wherein spraying the saliva simulant at the first release location comprises spraying the saliva simulant out into an airspace at a rate that corresponds to saliva dispersion of a human into the airspace resulting from the human coughing, sneezing, talking, yelling, and/or singing.

8. The method of claim 1 , wherein the target pathogen is SARS-Cov-2, the carrier is bound to the DNA taggant via a carrier polysaccharide and/or one or more protein to form particles in solution having diameters of 0.01 μm to 100 μm, and one or more additional carriers to form a saliva simulant solution containing around 99% H 2 O, and around 1% of a mixture of polysaccharides, proteins, salt and DNA taggants.

9. The method of claim 8 , wherein the particles in solution have diameters of 0.1 μm to 1 μm.

10. The method of claim 1 , further comprising collecting an air sample from an ambient environment at the first collection location with a vacuum apparatus having a vacuum flow rate that matches human breathing, collecting through a filter connected to the vacuum apparatus, the filter having a pore size suitable for filtering the saliva simulant from the air sample.

11. A method of detecting a pathogen simulant, comprising:

determining a plurality of collection locations to receive at least a portion of the pathogen simulant released in air, wherein the pathogen simulant comprises water, a DNA taggant, and a carrier, the pathogen simulant simulating human emission of a target pathogen, the plurality of collection locations including a first collection location;

determining a release amount, at least approximately, of the pathogen simulant released in air at a first release location;

collecting a sample at the first collection location of the plurality of collection locations;

determining a collected amount of the pathogen simulant in the sample;

determining a tracer concentration at the first collection location based on the collected amount;

determining a scale that correlates tracer concentrations to inhalation probabilities and/or viral load; and

based on the collected amount and/or the tracer concentration, and based on the scale, determining an infection risk value representing infection risk in an enclosed space diagnostic of infection by the target pathogen.

12. The method of claim 11 , further comprising:

releasing a first amount of the pathogen simulant in air at a first location of the plurality of collection locations;

recording an indication of the first amount;

measuring a second amount of the pathogen simulant in the sample collected at a second location that is different from the first location; and

generating a report displaying a first graphic element representing the first amount of the pathogen simulant at the first location and displaying a second graphic element representing the second amount of the pathogen simulant at the second location in a map comprising the first location and the second location.

13. The method of claim 11 , wherein the target pathogen is SARS-Cov-2.

14. The method of claim 11 , wherein the carrier comprises polysaccharides, proteins, salt, or a combination thereof.

15. The method of claim 14 , wherein the pathogen simulant comprises the DNA taggant bound to a carrier polysaccharide and/or one or more protein to form particles in solution having diameters of 0.01 μm to 100 μm.

16. The method of claim 15 , wherein the pathogen simulant comprises one or more additional carriers to form a pathogen simulant solution containing around 99% H 2 O, and around 1% of a mixture of polysaccharides, proteins, salt and DNA taggants.

17. The method of claim 15 , wherein the particles in solution have diameters of 0.1 μm to 1 μm.

18. The method of claim 11 , wherein the pathogen simulant is a simulant with a behavior corresponding to human aerosol emission and/or human droplet emission.

19. The method of claim 11 , wherein the pathogen simulant is a simulant with a behavior corresponding to human droplet emission followed by at least partial evaporation to become aerosolized.

20. The method of claim 11 , wherein collecting the sample comprises collecting an air sample from an ambient environment with a vacuum apparatus with a vacuum flow rate that matches human breathing through a filter connected to the vacuum apparatus, the filter having a pore size suitable for filtering the pathogen simulant from the air sample.

21. A method of measuring reduction of potential pathogens in an enclosed space, comprising:

determining a plurality of collection locations in the enclosed space to receive at least a portion of a pathogen simulant released in air, wherein the pathogen simulant comprises water, a DNA taggant, and a carrier, the pathogen simulant simulating human emission of a target pathogen, the plurality of collection locations including a first collection location;

determining a release amount, at least approximately, of the pathogen simulant released in air at a first release location in or around the enclosed space;

collecting a sample at the first collection location of the plurality of collection locations;

determining a collected amount of the pathogen simulant in the sample;

determining a tracer concentration at the first collection location based on the collected amount;

determining a scale that correlates tracer concentrations to inhalation probabilities and/or viral load;

based on the collected amount and/or the tracer concentration, and based on the scale, determining an infection risk value representing infection risk in the enclosed space diagnostic of infection by the target pathogen;

based on the infection risk value, as measured over a plurality of times, determining a recovery time for the enclosed space.

22. The method of claim 21 , wherein the recovery time corresponds to a time over which the tracer concentration reduces by a predetermined reduction ratio.

23. The method of claim 22 , wherein the predetermined reduction ratio is a ratio of 10 −4 or less, representing a reduction in the tracer concentration over the recovery time by a factor of at least 10 4 .

Assignments (6)
RELEASE OF SECURITY INTEREST Recorded Mar 27, 2025
From: AGILITY CAPITAL III, LLC
To: SAFETRACES, INC.
Reel/Frame 070668/0511 →
SECURITY INTEREST Recorded Jun 21, 2023
From: SAFETRACES, INC.
To: AGILITY CAPITAL III, LLC
Reel/Frame 064010/0737 →
CORRECTIVE ASSIGNMENT TO CORRECT THE ATTORNEY ADDRESS PREVIOUSLY RECORDED AT REEL: 061207 FRAME: 0971. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Recorded Apr 6, 2023
From: CHOU, QUIN
To: SAFETRACES, INC.
Reel/Frame 063351/0816 →
CORRECTIVE ASSIGNMENT TO CORRECT THE ATTORNEY ADDRESS PREVIOUSLY RECORDED ON REEL 060849 FRAME 0619. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Recorded Mar 2, 2023
From: HODGES, ULRIKE W.; MALMSTROM, ERIK; ARNOLD, PHIL M.
To: SAFETRACES, INC.
Reel/Frame 063294/0228 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 18, 2022
From: HODGES, ULRIKE W.; MALMSTROM, ERIK; ARNOLD, PHIL M.
To: SAFETRACES, INC.
Reel/Frame 060849/0619 →
EMPLOYMENT AGREEMENT Recorded Aug 18, 2022
From: CHOU, QUIN
To: SAFETRACES, INC.
Reel/Frame 061207/0971 →
Continuity (3)
Provisional Application 63066076 · Aug 14, 2020
Provisional Application 63011176 · Apr 16, 2020
Related Publication 20210324485A1 · Oct 21, 2021
References Cited (107)
US 1913069A · Chance · 1933 [cited by applicant]
US 4593360A · Cocks · 1986 [cited by applicant]
US 6312911B1 · Bancroft et al. · 2001 [cited by applicant]
US 6532835B1 · Saaski · 2003 [cited by examiner]
US 8293535B2 · Farquar et al. · 2012 [cited by applicant]
US 10556032B2 · Zografos et al. · 2020 [cited by applicant]
US 11087888B2 · Chatterjea et al. · 2021 [cited by applicant]
US 11129915B2 · Zografos et al. · 2021 [cited by applicant]
US 20020129523A1 · Hunt · 2002 [cited by applicant]
US 20040166520A1 · Connolly · 2004 [cited by applicant]
US 20050031487A1 · Rosenblatt et al. · 2005 [cited by applicant]
US 20050042604A1 · Tong · 2005 [cited by examiner]
US 20060037222A1 · Hunt et al. · 2006 [cited by applicant]
US 20060111845A1 · Forbis et al. · 2006 [cited by applicant]
US 20090070134A1 · Rodgers · 2009 [cited by applicant]
US 20100159434A1 · Lampotang et al. · 2010 [cited by applicant]
US 20100261193A1 · Webster et al. · 2010 [cited by applicant]
US 20110165569A1 · Macula · 2011 [cited by applicant]
US 20110177539A1 · Sutton et al. · 2011 [cited by applicant]
US 20120112883A1 · Wallace et al. · 2012 [cited by applicant]
US 20130052751A1 · Farquar et al. · 2013 [cited by applicant]
US 20130122807A1 · Tenarvitz et al. · 2013 [cited by applicant]
US 20140046722A1 · Rosenbloom et al. · 2014 [cited by applicant]
US 20140057276A1 · Farquar et al. · 2014 [cited by applicant]
US 20140108039A1 · Rensvold et al. · 2014 [cited by applicant]
US 20140167917A2 · Wallace et al. · 2014 [cited by applicant]
US 20140220576A1 · Macula · 2014 [cited by applicant]
US 20140255984A1 · Sharpin · 2014 [cited by applicant]
US 20140272097A1 · Jung et al. · 2014 [cited by applicant]
US 20140340423A1 · Taylor et al. · 2014 [cited by applicant]
US 20150034309A1 · Blair · 2015 [cited by applicant]
US 20150205985A1 · Jinadatha · 2015 [cited by applicant]
US 20150314026A1 · Mauzerall et al. · 2015 [cited by applicant]
US 20150322426A1 · Zografos et al. · 2015 [cited by applicant]
US 20150361490A1 · Farquar et al. · 2015 [cited by applicant]
US 20160038083A1 · Ding et al. · 2016 [cited by applicant]
US 20160102335A1 · Franciskovich et al. · 2016 [cited by applicant]
US 20160171179A1 · Donofrio et al. · 2016 [cited by applicant]
US 20160188943A1 · Franz · 2016 [cited by applicant]
US 20160306934A1 · Sperry et al. · 2016 [cited by applicant]
US 20160307459A1 · Chestnut et al. · 2016 [cited by applicant]
US 20170038353A1 · Zografos et al. · 2017 [cited by applicant]
US 20170081707A1 · Dillon et al. · 2017 [cited by applicant]
US 20170197002A1 · Dobrinsky et al. · 2017 [cited by applicant]
US 20170322701A1 · Bowman et al. · 2017 [cited by applicant]
US 20170333859A1 · Lind · 2017 [cited by applicant]
US 20180108178A1 · Murugappan et al. · 2018 [cited by applicant]
US 20180126021A1 · Valentine et al. · 2018 [cited by applicant]
US 20180252738A1 · Denney · 2018 [cited by applicant]
US 20180369438A1 · Grossman et al. · 2018 [cited by applicant]
US 20190029002A1 · Kotzer et al. · 2019 [cited by applicant]
US 20190086296A1 · West · 2019 [cited by applicant]
US 20190087533A1 · O'Hara · 2019 [cited by applicant]
US 20190120727A1 · Harding et al. · 2019 [cited by applicant]
US 20190211324A1 · Zografos et al. · 2019 [cited by applicant]
US 20190241982A1 · Hogan et al. · 2019 [cited by applicant]
US 20190318807A1 · O'Hara et al. · 2019 [cited by applicant]
CN 101379188A · 2009 [cited by applicant]
CN 104024426A · 2014 [cited by applicant]
CN 104131008A · 2014 [cited by applicant]
CN 104513863A · 2015 [cited by applicant]
WO 2004063856A2 · 2004 [cited by applicant]
WO 2008083323A9 · 2008 [cited by applicant]
WO 2008137831A1 · 2008 [cited by applicant]
WO 2011163296A2 · 2011 [cited by applicant]
WO 2012037876A1 · 2012 [cited by applicant]
WO 2014164958A1 · 2014 [cited by applicant]
WO 2017049160A2 · 2017 [cited by applicant]
WO 2017096110A1 · 2017 [cited by applicant]
WO 2019157227A1 · 2019 [cited by applicant]
Wan et al., Aerosol Science and Technology, 43: 322-343, (Year: 2009). [cited by examiner]
Pan et al., “Collection, Particle Sizing and Detection of Airborne Viruses, ” Journal of Applied Microbiology 127:1596-1611 (2019) [doi=10.1111/jam.14278]. [cited by applicant]
International Search Report issued in PCT Application No. PCT/US2021/027495, mailed on Dec. 8, 2021. [cited by applicant]
Andrews, “DNA Spray-On Technology Could Revolutionize Food Traceability”, Food Safety News, http://www.foodsafetynews.com/2014/11/dna-laced-spray-technology-could-revolutionize-food-traceability/#.W1kRNNVKjRY, 2014, 2 p… [cited by applicant]
Busta et al., “The Use of Indicators and Surrogate Microorganisms for the Evaluation of Pathogens in Fresh and Fresh-Cut Produce”, Comprehensive Reviews in Food Science and Food Safety, vol. 2 (Supplement), 2003, pp. 17… [cited by applicant]
Bystrykh, “Generalized DNA Barcode Design Based on Hamming Codes”, PLOS One, vol. 7(5):e36852, 2012, 8 pages. [cited by applicant]
Danyluk, “Process Validation: Selection and Use of Surrogates”, University of Florida, Institute of Food and Agricultural Sciences, presentation dated Apr. 2014, 19 pages. [cited by applicant]
European Supplementary Search Report dated Jun. 15, 2018 in European Patent Application No. 15878244.1, 1 page. [cited by applicant]
European Supplementary Search Report dated Feb. 7, 2019 in European Patent Application No. 16833458.9, 1 page. [cited by applicant]
European Supplementary Search Report dated Oct. 1, 2020 in European Patent Application No. 19738614.7, 1 page. [cited by applicant]
Farquar, “DNATrax (DNA Tagged Reagents for Aerosol experiments)”, Lawrence Livermore National Laboratory, presentation LLNL-PRES-642415, 2013, retrieved from the Internet at https://ipo.llnl.gov/success/multimedia/dnatr… [cited by applicant]
Galimberti et al., “DNA Barcoding as a New Tool for Food Traceability”, Food Research International, vol. 50(I), 2013, pp. 55-63. [cited by applicant]
Galimberti et al., “DNA Barcoding for Minor Crops and Food Traceability”, Hindawi Publishing Corporation, Advances in Agriculture, vol. 2014, Article ID 831875, 2014, pp. 1-8. [cited by applicant]
Harding et al., “Unique DNA-barcoded Aerosol Test Particles for Studying Aerosol Transport”, Aerosol Science and Technology, vol. 50(5), 2016, pp. 429-435. [cited by applicant]
Hou et al., “Rapid Bioparticle Concentration and Detection by Combining a Discharge Driven Vortex with Surface Enhanced Raman Scattering”, Biomicrofluidics 1, 014106, 2007, pp. 1-13. [cited by applicant]
International Search Report mailed Aug. 12, 2015 in International Patent Application No. PCT/US2015/028880, 3 pages. [cited by applicant]
International Search Report mailed Sep. 8, 2016 in International Patent Application No. PCT/US2016/038083, 2 pages. [cited by applicant]
International Search Report mailed Mar. 15, 2019 in International Patent Application No. PCT/US2019/013069, 2 pages. [cited by applicant]
International Search Report mailed Aug. 9, 2019 in International Patent Application No. PCT/ US2019/029002, 2 pages. [cited by applicant]
Ma et al., “Development of Thermal Surrogate Microorganisms in Ground Beef for In-Plant Critical Control Point Validation Studies”, Journal of Food Protection, vol. 70(4), 2007, pp. 952-957. [cited by applicant]
Naaum, “Novel Methods of Species and Product Authenticity and Traceability Testing Using DNA Analysis for Food and Agricultural Applications”, Doctoral Dissertation, Department of Integrative Biology, University of Guel… [cited by applicant]
Niebuhr et al., “Evaluation of Nonpathogenic Surrogate Bacteria as Process Validation Indicators for [cited by applicant]
Oxford Gene Technology, “DNA Storage and Quality,” Aug. 22, 2011, retrieved from the Internet at http://www.ogt.com/resources/literature/403_dna_storage_and_quality, 5 pages. [cited by applicant]
Puddu et al., “Magnetically Recoverable, Thermostable, Hydrophobic DNA/Silica Encapsulates and Their Application as Invisible Oil Tags” ACS Nano, vol. 8(3), 2014, pp. 2677-2685. [cited by applicant]
Ruther, “Assistive Systems for Quality Assurance by Context-aware User Interfaces in Health Care and Production”, Dissertation, Faculty of Technology, Bielefeld University, 2014, 168 pages. [cited by applicant]
Sharma et al., “Hydrological Tracers Using Nanobiotechnology: Proof of Concept”, Environmental Science and Technology, vol. 46(16), 2012, pp. 8928-8936. [cited by applicant]
Sinclair et al., “A Criteria for Selection of Surrogates Used to Study the Fate and Control of Pathogens in the Environment”, Applied and Environmental Microbiology, vol. 78(6), 2012, pp. 1969-1977. [cited by applicant]
Yeater et al., “Effectiveness of Sanitizing Products on Controlling Selected Pathogen Surrogates on Retail Deli Slicers”, Journal of Food Protection, vol. 78(4), 2015, pp. 707-715. [cited by applicant]
Extended European Search Report mailed Apr. 3, 2024, European Patent Application No. 21811937.8, filed Apr. 15, 2021, 7 pages. [cited by applicant]
Singh et al., “Coronavirus-mimicking nanoparticles (CorNPs) in artificial saliva droplets and nanoaerosols: Influence of shape and environmental factors on particokinetics/particle aerodynamics”, Science of Total Enviro… [cited by applicant]
International Search Report issued in PCT Application No. PCT/US2021/016065, mailed on May 24, 2021. [cited by applicant]
Kumar et al., “A rapid screening for adulterants in olive oil using DNA barcodes.” Food Chemistry 127.3 (2011):1335-1341 (Year: 2011), pp. 1336-1341. [cited by applicant]
Leier et al., “Cryptography with DNA binary strands.” Biosystems 57 .1 (2000): 13-22. (Year: 2000), pp. 13-22. [cited by applicant]
Ovissipour et al., “DNA-based surrogate indicator for sanitation verification and predict inactivation of [cited by applicant]
Singh et al., “DNA QR coding for data security using DNA sequence.” International Journal of Information Technology 12.2 (Jan. 18, 2020): 571-576 (Year: 2020), pp. 571-576. [cited by applicant]
Vassou et al., “DNA barcoding for species identification from dried and powdered plant parts: A case study with authentication of the raw drug market samples of Sida cordifolia.” Gene 559.1 (2015): 86-93 (Year:2015), pp… [cited by applicant]
Yaari et al., “Theranostic barcoded nanoparticles for personalized cancer medicine.” Nature communications 7.1 (2016): 13325 (Year: 2016), pp. 1-10. [cited by applicant]