IP Library Granted Patent US 12,320,036
Granted Patent B2
US 12,320,036 · App. 17/323,843 · Granted Jun 3, 2025

Direct-to-library methods, systems, and compositions

Inventors: Sivan Bercovici (Redwood City, CA); Lily Blair (Redwood City, CA); Timothy A. Blauwkamp (Redwood City, CA); Peter J. Eugster (Redwood City, CA); David K. Hong (Redwood City, CA); Trupti Kawli (Redwood City, CA); Michael J. Rosen (Redwood City, CA); Damek Spacek (Redwood City, CA); Igor D. Vilfan (Redwood City, CA)
Assignee: KARIUS, INC.
C40B50/06C12N15/1093C12Q1/6806
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 12,320,036
App. No.
17/323,843
Granted
Jun 3, 2025
Kind
B2
Abstract

Provided herein are direct-to-library methods, systems, and compositions.

Claims (28)

1. A method of preparing a nucleic acid library from an initial sample, comprising generating a nucleic acid library from the initial sample,

wherein the initial sample comprises a plasma sample, a synovial fluid sample, a bronchoalveolar lavage sample, a cerebrospinal fluid sample or a urine sample,

wherein nucleic acids used to generate the nucleic acid library are not extracted from the initial sample before preparing the nucleic acid library and wherein generating the nucleic acid library from the initial sample comprises:

(a) dephosphorylating the nucleic acids in the initial sample to produce a group of dephosphorylated nucleic acids;

(b) denaturing the dephosphorylated nucleic acids to produce denatured nucleic acids;

(c) attaching a 3′-end adapter to the denatured nucleic acids to produce adapted nucleic acids;

(d) annealing a primer to the adapted nucleic acids and extending the primer with a polymerase to generate complementary strands;

(e) attaching a 5′-end adapter; and

(f) amplifying the complementary strands.

2. The method of claim 1 , further comprising isolating the nucleic acids after (f).

3. The method of claim 1 , further comprising adding one or more process control molecules to the initial sample to provide a spiked initial sample and generating the nucleic acid library from the spiked initial sample, wherein nucleic acids used to generate the nucleic acid library are not extracted from the spiked initial sample before preparing the nucleic acid library.

4. The method of claim 1 , wherein the initial sample is a plasma sample.

5. The method of claim 1 , wherein the initial sample is from a human subject.

6. The method of claim 5 , wherein said human subject has undergone an organ transplant.

7. The method of claim 3 , wherein the one or more process control molecules comprise one or more of an ID Spike, a Spank, a Spark, and a GC Spike-in Panel.

8. The method of claim 1 , further comprising immobilizing the adapted nucleic acids on functionalized beads or columns.

9. The method of claim 8 , wherein the immobilizing occurs on magnetic beads.

10. The method of claim 1 , wherein attaching a 3′-end adapter to the denatured nucleic acids comprises attaching with a splint oligonucleotide.

11. The method of claim 10 , wherein a 5′-end of the splint oligonucleotide comprises a bulky moiety, optionally wherein the bulky moiety comprises digoxigenin, and optionally further comprising contacting the digoxigenin with an anti-digoxigenin antibody.

12. The method of claim 1 , wherein attaching a 3′-end adapter to the denatured nucleic acids and/or attaching an adapter to the 3′-end of the complementary strands comprises ligating with an enzyme comprising a T4 DNA ligase.

13. The method of claim 1 , further comprising using a Klenow fragment in step (d).

14. The method of claim 2 , wherein the nucleic acids used to generate the library comprise DNA or RNA.

15. The method of claim 1 , wherein the step of attaching a 3′-end adapter to the denatured nucleic acids and/or attaching an adapter to the 3′-end of the complementary strands comprises the steps of incubating with a polymerase that has non-templated activity and, subsequently using a template switching reaction to attach a 3′-end adapter.

16. The method of claim 1 , further comprising incubating with a protease prior to denaturing the nucleic acids.

17. The method of claim 16 , wherein the protease comprises a Proteinase K.

18. The method of claim 1 , further comprising heating the nucleic acids in the initial sample to denature the nucleic acids.

19. The method of claim 1 , wherein the nucleic acids comprise cell-free nucleic acids.

20. The method of claim 1 , wherein the nucleic acids comprise microbial nucleic acids from one or more microbes selected from the group consisting of a bacterium, a virus, a fungus, or a protozoan parasite.

Assignments (3)
SECURITY INTEREST Recorded Apr 29, 2024
From: KARIUS, INC.
To: OXFORD FINANCE, LLC
Reel/Frame 067247/0862 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 23, 2022
From: BERCOVICI, SIVAN; BLAIR, LILY; BLAUWKAMP, TIMOTHY A.; EUGSTER, PETER J.; HONG, DAVID K.; KAWLI, TRUPTI; ROSEN, MICHAEL J.; SPACEK, DAMEK; VILFAN, IGOR D.
To: KARIUS, INC.
Reel/Frame 059381/0620 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 24, 2021
From: BERCOVICI, SIVAN; BLAIR, LILY; BLAUWKAMP, TIMOTHY A.; EUGSTER, PETER J.; HONG, DAVID K.; KAWLI, TRUPTI; ROSEN, MICHAEL J.; SPACEK, DAMEK; VILFAN, IGOR D.
To: KARIUS, INC.
Reel/Frame 056327/0899 →
Continuity (3)
Continuation PCTUS2019062488 · Nov 20, 2019
Provisional Application 62770181 · Nov 21, 2018
Related Publication 20220010303A1 · Jan 13, 2022
References Cited (173)
US 6753137B2 · Lo et al. · 2004 [cited by applicant]
US RE39920E · Umansky et al. · 2007 [cited by applicant]
US 7803929B2 · Melkonyan et al. · 2010 [cited by applicant]
US 7914982B2 · Melkonyan et al. · 2011 [cited by applicant]
US 7973154B2 · Melkonyan et al. · 2011 [cited by applicant]
US 8682592B2 · Rabinowitz et al. · 2014 [cited by applicant]
US 8703652B2 · Quake et al. · 2014 [cited by applicant]
US 8715967B2 · Casbon et al. · 2014 [cited by applicant]
US 8877442B2 · Quake et al. · 2014 [cited by applicant]
US 9194006B2 · Exner et al. · 2015 [cited by applicant]
US 9353414B2 · Fan et al. · 2016 [cited by applicant]
US 9892230B2 · Lo et al. · 2018 [cited by applicant]
US 9976181B2 · Christians et al. · 2018 [cited by applicant]
US 10240200B2 · Koh et al. · 2019 [cited by applicant]
US 10450620B2 · De Vlaminick et al. · 2019 [cited by applicant]
US 10697008B2 · Blauwkamp et al. · 2020 [cited by applicant]
US 11078532B2 · Christians et al. · 2021 [cited by applicant]
US 11111520B2 · Blauwkamp et al. · 2021 [cited by applicant]
US 20040209299A1 · Pinter et al. · 2004 [cited by applicant]
US 20050202414A1 · Jia et al. · 2005 [cited by applicant]
US 20060073506A1 · Christians et al. · 2006 [cited by applicant]
US 20070111233A1 · Bianchi et al. · 2007 [cited by applicant]
US 20100029498A1 · Gnirke et al. · 2010 [cited by applicant]
US 20100068711A1 · Umansky et al. · 2010 [cited by applicant]
US 20100209908A1 · Procop et al. · 2010 [cited by applicant]
US 20110160290A1 · Tewari · 2011 [cited by applicant]
US 20120021412A1 · Melkonyan et al. · 2012 [cited by applicant]
US 20120021919A1 · Scholl et al. · 2012 [cited by applicant]
US 20120058521A1 · Church et al. · 2012 [cited by applicant]
US 20120077185A1 · Oliphant et al. · 2012 [cited by applicant]
US 20120190663A1 · Gornik et al. · 2012 [cited by applicant]
US 20120283110A1 · Shendure et al. · 2012 [cited by applicant]
US 20130005585A1 · Anderson et al. · 2013 [cited by applicant]
US 20130024127A1 · Stuelpnagel et al. · 2013 [cited by applicant]
US 20130178544A1 · Melkonyan et al. · 2013 [cited by applicant]
US 20130245961A1 · Lo et al. · 2013 [cited by applicant]
US 20130252835A1 · Koh et al. · 2013 [cited by applicant]
US 20140066317A1 · Talasaz · 2014 [cited by applicant]
US 20140147851A1 · Qian et al. · 2014 [cited by applicant]
US 20140155274A1 · Xie et al. · 2014 [cited by applicant]
US 20140242582A1 · Oliphant et al. · 2014 [cited by applicant]
US 20140274740A1 · Srinivasan et al. · 2014 [cited by applicant]
US 20140336082A1 · Park et al. · 2014 [cited by applicant]
US 20140357528A1 · Robb et al. · 2014 [cited by applicant]
US 20150119257A1 · Fodor et al. · 2015 [cited by applicant]
US 20150133391A1 · De Vlaminick et al. · 2015 [cited by applicant]
US 20150211070A1 · Seligson et al. · 2015 [cited by applicant]
US 20150344977A1 · Rolfe · 2015 [cited by applicant]
US 20160177359A1 · Ukanis et al. · 2016 [cited by applicant]
US 20160251704A1 · Talasaz et al. · 2016 [cited by applicant]
US 20160289737A1 · Belyaev · 2016 [cited by applicant]
US 20160304953A1 · Chen et al. · 2016 [cited by applicant]
US 20160326572A1 · Schupp et al. · 2016 [cited by applicant]
US 20160326578A1 · Bielas · 2016 [cited by applicant]
US 20170145507A1 · Koh et al. · 2017 [cited by applicant]
US 20170145508A1 · Koh et al. · 2017 [cited by applicant]
US 20170145509A1 · Koh et al. · 2017 [cited by applicant]
US 20170247689A1 · Brown · 2017 [cited by applicant]
US 20170275691A1 · Christians et al. · 2017 [cited by applicant]
US 20180237851A1 · Christians et al. · 2018 [cited by applicant]
US 20190024127A1 · Yeh · 2019 [cited by examiner]
US 20190256891A1 · Blauwkamp et al. · 2019 [cited by applicant]
US 20200291457A1 · Blauwkamp et al. · 2020 [cited by applicant]
US 20210324467A1 · Christians et al. · 2021 [cited by applicant]
US 20210403986A1 · Bercovici et al. · 2021 [cited by applicant]
US 20220195496A1 · Ahmed et al. · 2022 [cited by applicant]
CA 3030038A1 · 2018 [cited by applicant]
EP 1856295A2 · 2007 [cited by applicant]
EP 1885877A2 · 2008 [cited by applicant]
EP 2351857A1 · 2011 [cited by applicant]
JP 2015535431A · 2015 [cited by applicant]
WO WO2011156795A2 · 2011 [cited by applicant]
WO WO2012129363A2 · 2012 [cited by applicant]
WO WO2012159023A2 · 2012 [cited by applicant]
WO WO2012168815A2 · 2012 [cited by applicant]
WO WO2013052907A2 · 2013 [cited by applicant]
WO WO2013109981A1 · 2013 [cited by applicant]
WO WO2013132305A1 · 2013 [cited by applicant]
WO WO2013156627A1 · 2013 [cited by applicant]
WO WO2013159035A2 · 2013 [cited by applicant]
WO WO2013188846A1 · 2013 [cited by applicant]
WO WO2014039556A1 · 2014 [cited by applicant]
WO WO2014068075A1 · 2014 [cited by applicant]
WO WO2014082032A1 · 2014 [cited by applicant]
WO WO2014127484A1 · 2014 [cited by applicant]
WO WO2014145078A1 · 2014 [cited by applicant]
WO WO2014149134A2 · 2014 [cited by applicant]
WO WO2014165596A1 · 2014 [cited by applicant]
WO WO2015073080A1 · 2015 [cited by applicant]
WO WO2015089333A1 · 2015 [cited by applicant]
WO WO2015145133A1 · 2015 [cited by applicant]
WO WO2016001736A1 · 2016 [cited by applicant]
WO WO2016094947A1 · 2016 [cited by applicant]
WO WO2017027835A1 · 2017 [cited by applicant]
WO WO2017127741A1 · 2017 [cited by applicant]
WO WO2017165864A1 · 2017 [cited by applicant]
WO WO2018009723A1 · 2018 [cited by applicant]
WO WO2018045359A1 · 2018 [cited by applicant]
WO WO2018081130A1 · 2018 [cited by applicant]
WO WO2018187521A2 · 2018 [cited by applicant]
WO WO2018191563A1 · 2018 [cited by applicant]
WO WO2018232598A1 · 2018 [cited by applicant]
WO WO2019178157A1 · 2019 [cited by applicant]
WO WO2020106893A1 · 2020 [cited by applicant]
WO WO2020106987A1 · 2020 [cited by applicant]
WO WO2022140302A1 · 2022 [cited by applicant]
WO WO2022150725A1 · 2022 [cited by applicant]
WO WO2022174117A1 · 2022 [cited by applicant]
Abbott et al., Design and use of signature primers to detect carry-over of amplified material. J Virol Methods 46(1):51-59 (1994). [cited by applicant]
Davis, et al., A DNA-Based Biological Sample Tracking Method. Cell Preservation Technology 54-60 (2005). [cited by applicant]
EP19887248.3 Extended European Search Report dated Aug. 1, 2022. [cited by applicant]
EP19888226.8 Extended European Search Report dated Aug. 8, 2022. [cited by applicant]
European partial search report dated Apr. 21, 2023 for EP Application No. 22199875.0. [cited by applicant]
European search report and opinion dated Feb. 28, 2022 for EP Application No. 21187675.0. [cited by applicant]
Fan H.C., et al., “Noninvasive Diagnosis of Fetal Aneuploidy by Shotgun Sequencing DNA from Maternal Blood, ”Proceedings of the National Academy of Sciences of the United States of America, vol. 105:16266-16271 (2008). [cited by applicant]
Han et al., Liquid biopsy for infectious diseases: a focus on microbial cell-free DNA sequencing. Theranostics 10(12): 5501-5513 (2020). [cited by applicant]
PCT/US2019/062488 International Preliminary Report on Patentability dated Jun. 3, 2021. [cited by applicant]
PCT/US2019/062665 International Preliminary Report on Patentability dated Apr. 28, 2020. [cited by applicant]
U.S. Appl. No. 17/355,882 Office Action dated Apr. 6, 2023. [cited by applicant]
U.S. Appl. No. 17/355,882 Office Action dated Mar. 6, 2023. [cited by applicant]
U.S. Appl. No. 17/355,882 Office Action dated Mar. 30, 2023. [cited by applicant]
U.S. Appl. No. 17/355,882 Office Action dated May 4, 2023. [cited by applicant]
Wu et al., Facile single-stranded DNA sequencing of human plasma DNA via thermostable group Il intron reverse transcriptase template switching. Nature Scientific Reports 7:8421 (2017). [cited by applicant]
Abril, et al. Diagnosis of Capnocytophaga canimorsus Sepsis by Whole-Genome Next- Generation Sequencing. Open Forum Infect Dis. Sep. 2016; 3(3): ofw144. Published online Jul. 12, 2016. DOI: 10.1093/ofid/ofw144. [cited by applicant]
Blauwkamp, et al. Analytical and clinical validation of a microbial cell-free DNA sequencing test for infectious disease. Nat Microbiol. Apr. 2019;4(4):663-674. doi: 10.1038/s41564-018-0349-6. Epub Feb. 11, 2019. [cited by applicant]
Burnham, et al. Single-stranded DNA library preparation uncovers the origin and diversity of ultrashort cell-free DNA in plasma. Sci Rep. Jun. 14, 2016;6:27859. doi: 10.1038/srep27859. [cited by applicant]
Chen, et al. Helicobacter pylori colonization is inversely associated with childhood asthma. J Infect Dis. Aug. 15, 2008; 198(4): 553-560.doi: 10.1086/590158. [cited by applicant]
Chen, et al. The overlooked fact: fundamental need of spike-in controls for virtually all genome- wide analyses. Manuscript posted online Dec. 28, 2015. Mol. Cell. Biol. American Society for Microbiology, doi:10.1128/MC… [cited by applicant]
Chey, et al. American College of Gastroenterology guideline on the management of Helicobacter pylori infection. Am J Gastroenterol. Aug. 2007; 102(8):1808-1825. doi: 10.1111/j.1572-0241.2007.01393.x. Epub Jun. 29, 2007. [cited by applicant]
Deveson, et al. Representing genetic variation with synthetic DNA standards. Nature Methods. vol. 13, pp. 784-791. Received Mar. 23, 2016. Accepted Jun. 28, 2016. Published online Aug. 8, 2016. DOI:doi: 10.1038/nmeth.39… [cited by applicant]
Dixon, et al. Histological classification of gastritis and Helicobacter pylori infection: an agreement at last? The International Workshop on the Histopathology of Gastritis. Helicobacter. Jul. 1997;2 Suppl 1:S17-24. do… [cited by applicant]
Epigene, 5-methylcytosine (5mC), available at https://epigenie.com/key-epigenetic-players/important-dna-methylation-factors/5-v methylcytosine-5mc/, accessed Feb. 10, 2020. [cited by applicant]
European search report and opinion dated Aug. 29, 2019 for EP Application No. 17771302.1. [cited by applicant]
Fan, et al. Noninvasive diagnosis of fetal aneuploidy by shotgun sequencing DNA from maternal blood. Proc Natl Acad Sci U S A. Oct. 21, 2008;105(42):16266-71. Epub Oct. 6, 2008. [cited by applicant]
Fu, et al. Molecular indexing enables quantitative targeted RNA sequencing and reveals poor efficiencies in standard library preparations. Proc Natl Acad Sci U S A. Feb. 4, 2014;111(5):1891-6. [cited by applicant]
Gansauge, et al. Single-stranded DNA library preparation for the sequencing of ancient or damaged DNA. Nat Protoc. Apr. 2013;8(4):737-48. doi: 10.1038/nprot.2013.038. Epub Mar. 14, 2013. [cited by applicant]
Gansauge et al. Single-stranded DNA library preparation from highly degraded DNA using T4 DNA ligase. Nucleic Acids Research, vol. 45, No. 10, e79, 10 pages (2017). Published online Jan. 24, 2017. [cited by applicant]
Genelink, Degenerate Bases & Spiking—Introduction, available at http://www.genelink.com/oligo_modifications_reference/OMR_mod_category_intro.asp?mod_sp_cat_id=5, accessed Feb. 10, 2020. [cited by applicant]
Heger, Monica. Garvan Team Uses Synthetic DNA to Create Spike-In Method for NGS Assay Validation. Genomeweb. Aug. 8, 2016. 4 pages. [cited by applicant]
Highlander, Sarah K. High throughput sequencing methods for microbiome profiling: application to food animal systems. Anim Health Res Rev. Jun. 2012;13(1):40-53. doi: 10.1017/S1466252312000126. [cited by applicant]
IDT. Integrated DNA Technologies, Inc. Modifications. Accessed Oct. 12, 2021. 1 page. Available online at https://www.idtdna.com/site/Catalog/Modifications. [cited by applicant]
International search report with written opinion dated Mar. 10, 2020 for PCT/US2019/062488. [cited by applicant]
International search report with written opinion dated Apr. 28, 2020 for PCT/US2019/062665. [cited by applicant]
International search report with written opinion dated Jul. 26, 2017 for PCT/US2017/024176. [cited by applicant]
Islam, et al. Quantitative single-cell RNA-seq with unique molecular identifiers. Nat Methods. Feb. 2014;11(2):163-6. [cited by applicant]
Jiang, et al. Synthetic spike-in standards for RNA-seq experiments. Genome Res. Sep. 2011;21(9):1543-51. doi: 10.1101/gr.121095.111. Epub Aug. 4, 2011. [cited by applicant]
Kim et al., Characterizing noise structure in single-cell RNA-seq distinguishes genuine from technical stochastic allelic expression, Nat Commun. Oct. 22, 2015; 6: 8687. [cited by applicant]
Koh, W. et al., Noninvasive in vivo monitoring of tissue-specific global gene expression in humans, PNAS 111(20):7361-7366 (Jul. 29, 2014). [cited by applicant]
Kuipers, et al. The prevalence of Helicobacter pylori in peptic ulcer disease. Aliment Pharmacol Ther. 1995;9 Suppl 2:59-69. [cited by applicant]
Life Technologies Corporation. Ambion® ERCC RNA Spike-In Control Mixes. User Guide pp. 1-26 (2012) Accessed online at https://www.thermofisher.com/document-connect/document-connect.html?url=https%3A%2F%2Fassets.thermofi… [cited by applicant]
Lindner, et al. Metagenomic abundance estimation and diagnostic testing on species level. Nucleic Acids Res. Jan. 7, 2013;41(1):e10. doi: 10.1093/nar/gks803. Epub Aug. 31, 2012. [cited by applicant]
Locati, et al. Improving small RNA-seq by using a synthetic spike-in set for size-range quality control together with a set for data normalization. Nucleic Acids Res. Aug. 18, 2015;43(14):e89. doi: 10.1093/nar/gkv303. E… [cited by applicant]
Matranga, et al. Enhanced methods for unbiased deep sequencing of Lassa and Ebola RNA viruses from clinical and biological samples. Genome Biol. 2014; 15(11):519. [cited by applicant]
Merriam-Webster, definition of “or,” available at https://www.merriam-webster.com/dictionary/or, accessed May 18, 2020. [cited by applicant]
Notice of Allowance dated Feb. 26, 2018 for U.S. Appl. No. 15/469,474. [cited by applicant]
Notice of Allowance dated Mar. 8, 2018 for U.S. Appl. No. 15/469,474. [cited by applicant]
Notice of Allowance dated Apr. 6, 2021 for U.S. Appl. No. 15/953,822. [cited by applicant]
Notice of Allowance dated May 5, 2021 for U.S. Appl. No. 15/953,822. [cited by applicant]
Notice of Allowance dated Jul. 9, 2021 for U.S. Appl. No. 15/953,822. [cited by applicant]
Office action dated Feb. 13, 2020 for U.S. Appl. No. 15/953,822. [cited by applicant]
Office action dated May 21, 2020 for U.S. Appl. No. 15/953,822. [cited by applicant]
Office action dated Oct. 26, 2017 for U.S. Appl. No. 15/469,474. [cited by applicant]
Office action dated Dec. 14, 2020 for U.S. Appl. No. 15/953,822. [cited by applicant]
Quail, et al. SASI-Seq: sample assurance Spike-Ins, and highly differentiating 384 barcoding for Illumina sequencing. BMC Genomics. Feb. 7, 2014;15:110. doi: 10.1186/1471-2164-15-110. [cited by applicant]
Risso, D., et al., Normalization of RNA-seq data using factor analysis of control genes or samples. Nat Biotechnol. Sep. 2014;32(9):896-902. doi: 10.1038/nbt.2931. Epub Aug. 24, 2014. [cited by applicant]
Saukkonen, et al. Cell-free plasma DNA as a predictor of outcome in severe sepsis and septic shock. Clin Chem. Jun. 2008;54(6):1000-7. doi: 10.1373/clinchem.2007.101030. Epub Apr. 17, 2008. [cited by applicant]
Stegle, O., Computational and analytical challenges in single-cell transcriptomics. Nat Rev Genet. Mar. 2015;16(3):133-45. doi: 10.1038/nrg3833. Epub Jan. 28, 2015. [cited by applicant]
Sung, et al. Systematic review: the global incidence and prevalence of peptic ulcer disease. Aliment Pharmacol Ther. May 1, 2009;29(9):938-946. doi: 10.1111/j.1365-2036.2009.03960.x. [cited by applicant]
Tong, et al. Evaluating the impact of sequencing error correction for RNA-seq data with ERCC RNA spike-in controls. IEEE EMBS Int Conf Biomed Health Inform. Feb. 2016;2016:74-77. doi: 10.1109/BHI.2016.7455838. [cited by applicant]
Xia, et al. Accurate genome relative abundance estimation based on shotgun metagenomic reads. PLoS One. 2011;6(12):e27992. doi: 10.1371/journal.pone.0027992. Epub Dec. 6, 2011. [cited by applicant]
Yu, et al. Normalization of human RNA-seq experiments using chimpanzee RNA as a spike-in standard. Sci Rep. Aug. 24, 2016;6:31923. doi: 10.1038/srep31923. [cited by applicant]
Zhu, et al. Reverse transcriptase template switching: a SMART approach for full-length cDNA library construction. Biotechniques. Apr. 2001;30(4):892-7. [cited by applicant]
Zook, et al. Synthetic spike-in standards improve run-specific systematic error analysis for DNA and RNA sequencing. PLoS One. 2012;7(7):e41356. [cited by applicant]
Cited By (1)
US 12,601,089