IP Library › Granted Patent US 12,624,394
Granted Patent B2
US 12,624,394 · App. 19/251,197 · Granted May 12, 2026

Methods and systems for genetic analysis

Inventors: Gabor T. Bartha (Los Altos, CA); Gemma Chandratillake (Cambridge, GB); Richard Chen (Burlingame, CA); Sarah Garcia (Palo Alto, CA); Hugo Yu Kor Lam (Sunnyvale, CA); Mark R. Pratt (Roseburg, OR); John West (Cupertino, CA)
Assignee: Personalis, Inc.
C12Q1/6874C12Q1/6806G16B20/00G16B20/10G16B20/20G16B30/00G16B35/10G16B99/00C12Q1/6869G16B35/00G16C20/60
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 12,624,394
App. No.
19/251,197
Filed
Jun 26, 2025
Granted
May 12, 2026
Kind
B2
Art Unit
1684
USPC
506/2
Abstract

This disclosure provides systems and methods for sample processing and data analysis. Sample processing may include nucleic acid sample processing and subsequent sequencing. Some or all of a nucleic acid sample may be sequenced to provide sequence information, which may be stored or otherwise maintained in an electronic storage location. The sequence information may be analyzed with the aid of a computer processor, and the analyzed sequence information may be stored in an electronic storage location that may include a pool or collection of sequence information and analyzed sequence information generated from the nucleic acid sample. Methods and systems of the present disclosure can be used, for example, for the analysis of a nucleic acid sample, for producing one or more libraries, and for producing biomedical reports. Methods and systems of the disclosure can aid in the diagnosis, monitoring, treatment, and prevention of one or more diseases and conditions.

Claims (66)

1 . A method for analyzing nucleic acid samples obtained from a subject, comprising:

(a) generating a first subset of nucleic acid molecules from a first nucleic acid sample obtained from a first sample from a subject suffering from a cancer at a first time point;

(b) conducting a first sequencing assay on the first subset of nucleic acid molecules to yield a first result comprising a first set of nucleic acid sequencing information, wherein:

(i) the first sequencing assay comprises whole genome sequencing by synthesis that produces a first set of nucleic acid sequencing information comprising a first set of sequence reads, wherein the first set of sequence reads comprises single nucleotide polymorphisms (SNPs) with heterozygous allelic forms, and

(ii) the first sequencing assay generates at least 2,000,000 reads per run;

(c) conducting a second sequencing assay on a second subset of nucleic acid molecules from a second nucleic acid sample obtained from the subject at the first time point or a second time point to yield a second result comprising a second set of nucleic acid sequencing information, wherein:

(i) the second sequencing assay comprises sequencing by synthesis that produces a second set of nucleic acid sequencing information comprising a second set of sequence reads, and

(ii) the second sequencing assay generates at least 2,000,000 reads per run;

(d) combining, with the aid of a computer processor, the first set of sequence reads and the second set of sequence reads to generate a combined result;

(e) based on the combined result, identifying a plurality of nucleic acid regions comprising variants;

(f) producing, with the aid of a computer processor, a plurality of pulldown probes, wherein:

(i) the plurality of pulldown probes comprises 10 or more pulldown probes with different sequences,

(ii) individual instances of the plurality of pulldown probes hybridize to individual instances of the plurality of nucleic acid regions comprising variants of step (e),

(iii) individual instances of the plurality of pulldown probes each comprise a label, and

(iv) the label comprises biotin or a magnetic particle;

(g) generating a third subset of nucleic acid molecules from a third nucleic acid sample obtained from the subject at a third time point, wherein the generating comprises:

(i) hybridizing at least part of the third nucleic acid sample with the plurality of pulldown probes,

(ii) separating pulldown probe-hybridized nucleic acid molecules from pulldown probe-free nucleic acid molecules, and

(iii) conducting one or more elution reactions on the pulldown probe-hybridized nucleic acid molecules;

(h) conducting a third sequencing assay on the third subset of nucleic acid molecules from the third nucleic acid sample to yield a third result comprising a third set of nucleic acid sequencing information, wherein:

(i) the third sequencing assay comprises sequencing by synthesis, and

(ii) the third sequencing assay generates at least 2,000,000 reads per run; and

(i) generating a biomedical report that includes biomedical information of the subject, wherein the biomedical information is indicative of the combined result or the third result and is predictive, prognostic, or diagnostic for a cancer.

2 . The method of claim 1 , further comprising, prior to the conducting of step (c), generating the second set of nucleic acid molecules from the second nucleic acid sample of the subject by contacting at least part of the second nucleic acid sample with a second plurality of pulldown probes, wherein:

(i) the second plurality of pulldown probes comprises 10 or more pulldown probes with different sequences,

(ii) the second plurality of pulldown probes hybridizes to a genomic region feature comprising polymorphisms, and

(iii) individual instances of the second plurality of pulldown probes each comprise between about 10 to about 500 nucleotides.

3 . The method of claim 2 , wherein generating the second set of nucleic acid molecules further comprises:

(A) hybridizing the at least part of the second nucleic acid sample with the second plurality of pulldown probes; and

(B) separating pulldown probe-hybridized nucleic acid molecules from pulldown probe-free nucleic acid molecules.

4 . The method of claim 3 , wherein generating the second set of nucleic acid molecules further comprises:

(C) conducting one or more elution reactions on the pulldown probe-hybridized nucleic acid molecules.

5 . The method of claim 1 , wherein individual instances of the plurality of pulldown probes each comprise between about 10 to about 500 nucleotides.

6 . The method of claim 1 , wherein the method further comprises, prior to the conducting of step (b), amplifying the first subset of nucleic acid molecules to generate a first set of amplified nucleic acid molecules, and the first sequencing assay is performed on the first set of amplified nucleic acid molecules.

7 . The method of claim 1 , wherein the method further comprises, during the conducting of step (b), amplifying the first subset of nucleic acid molecules.

8 . The method of claim 1 , further comprising:

(i) prior to the conducting of step (b), amplifying the first subset of nucleic acid molecules to generate a first set of amplified nucleic acid molecules; and

(ii) during the conducting of step (b), amplifying the first set of amplified nucleic acid molecules.

9 . The method of claim 1 , wherein the method further comprises, prior to the conducting of step (c), amplifying the second subset of nucleic acid molecules to generate a second set of amplified nucleic acid molecules, and the second sequencing assay is performed on the second set of amplified nucleic acid molecules.

10 . The method of claim 1 , wherein the method further comprises, during the conducting of step (c), amplifying the second subset of nucleic acid molecules.

11 . The method of claim 1 , further comprising:

(i) prior to the conducting of step (c), amplifying the second subset of nucleic acid molecules to generate a second set of amplified nucleic acid molecules; and

(ii) during the conducting of step (c), amplifying the second set of amplified nucleic acid molecules.

12 . The method of claim 1 , wherein the method further comprises, prior to the conducting of step (h), amplifying the third subset of nucleic acid molecules to generate a third set of amplified nucleic acid molecules, and the third sequencing assay is performed on the third set of amplified nucleic acid molecules.

13 . The method of claim 1 , wherein the method further comprises, during the conducting of step (h), amplifying the third subset of nucleic acid molecules.

14 . The method of claim 1 , further comprising:

(i) prior to the conducting of step (h), amplifying the third subset of nucleic acid molecules to generate a third set of amplified nucleic acid molecules; and

(ii) during the conducting of step (h), amplifying the third set of amplified nucleic acid molecules.

15 . The method of claim 1 , wherein the first sample from the subject suffering from cancer comprises a tumor sample.

16 . The method of claim 1 , wherein the second subset of nucleic acid molecules is isolated from a sample comprising a body fluid or a tissue sample.

17 . The method of claim 16 , wherein the second subset of nucleic acid molecules is isolated from a body fluid, wherein the body fluid comprises blood, plasma, or a blood fraction.

18 . The method of claim 16 , wherein the second subset of nucleic acid molecules is isolated from a tissue sample, wherein the tissue sample comprises a benign tissue sample.

19 . The method of claim 1 , wherein the third subset of nucleic acid molecules is isolated from a sample comprising blood, plasma, or a blood fraction.

20 . The method of claim 1 , wherein the first subset of nucleic acid molecules, the second subset of nucleic acid molecules, and/or the third subset of nucleic acid molecules comprises DNA, RNA, DNA/RNA hybrids, or cDNA derived from RNA.

21 . The method of claim 1 , wherein the second nucleic acid sample is obtained at the first time point, and the third time point is subsequent to the first time point.

22 . The method of claim 1 , wherein the second nucleic acid sample is obtained at the second time point, the second time point is subsequent to the first time point, and the third time point is subsequent to the second time point.

23 . The method of claim 1 , wherein the plurality of pulldown probes comprises 40 or more pulldown probes with different sequences.

24 . The method of claim 1 , wherein the plurality of pulldown probes comprises 100 or more pulldown probes with different sequences.

25 . The method of claim 1 , wherein the plurality of pulldown probes comprises 1000 or more pulldown probes with different sequences.

26 . The method of claim 1 , wherein the combining of step (d) comprises combining the first set of sequence reads and the second set of sequence reads:

(i) by means of a statistical algorithm utilizing one or more of base read quality and allele frequency to compute a consensus call at one or more applicable loci,

(ii) by means of a statistical algorithm utilizing one or more of quality and read coverage metrics to resolve one or more discordant genotypes, or

(iii) using a precedence rule that uses one or more of genomic context(s) and/or assay technology to resolve discordances between two or more sequencing data sets.

27 . The method of claim 1 , wherein the variants identified in the plurality of nucleic acid regions comprise one or more of: (i) insertions, (ii) deletions, (iii) single nucleotide mutations, or (iv) a combination thereof.

28 . The method of claim 1 , wherein the identifying of step (e) comprises aligning the combined result to a reference sequence, and calling variants identified in the plurality of nucleic acid regions.

29 . The method of claim 1 , wherein the second nucleic acid sample is obtained at the second time point, the second time point is prior to the first time point, and the third time point is subsequent to the first time point.

Assignments (4)
EMPLOYMENT AGREEMENT Recorded Dec 11, 2025
From: LAM, HUGO
To: PERSONALIS, INC.
Reel/Frame 074101/0779 →
EMPLOYMENT AGREEMENT Recorded Dec 11, 2025
From: CHANDRATILLAKE, GEMMA; GARCIA, SARAH; PRATT, MARK R.
To: PERSONALIS, INC.
Reel/Frame 073930/0144 →
EMPLOYMENT AGREEMENT Recorded Dec 11, 2025
From: WEST, JOHN
To: PERSONALIS, INC.
Reel/Frame 073930/0168 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 11, 2025
From: BARTHA, GABOR T.; CHEN, RICHARD
To: PERSONALIS, INC.
Reel/Frame 073188/0807 →
Continuity (14)
Continuation 18824319 · Sep 4, 2024
Continuation 18626998 · Apr 4, 2024
Continuation 18178764 · Mar 6, 2023
Continuation 18058376 · Nov 23, 2022
Continuation 17744205 · May 13, 2022
Continuation 17507578 · Oct 21, 2021
Division 17080474 · Oct 26, 2020
Continuation 16816135 · Mar 11, 2020
Continuation 16526928 · Jul 30, 2019
Continuation 15996215 · Jun 1, 2018
Continuation 14810337 · Jul 27, 2015
Division 14141990 · Dec 27, 2013
Provisional Application 61753828 · Jan 17, 2013
Related Publication 20250320551A1 · Oct 16, 2025
References Cited (400)
US 4458066A · Caruthers et al. · 1984 [cited by applicant]
US 4683202A · Mullis · 1987 [cited by applicant]
US 4988617A · Landegren et al. · 1991 [cited by applicant]
US 5143854A · Pirrung et al. · 1992 [cited by applicant]
US 5242794A · Whiteley et al. · 1993 [cited by applicant]
US 5299491A · Kawada · 1994 [cited by applicant]
US 5382510A · Levine et al. · 1995 [cited by applicant]
US 5403708A · Brennan et al. · 1995 [cited by applicant]
US 5412087A · McGall et al. · 1995 [cited by applicant]
US 5432065A · Fuller · 1995 [cited by applicant]
US 5472672A · Brennan · 1995 [cited by applicant]
US 5494810A · Barany et al. · 1996 [cited by applicant]
US 5641658A · Adams et al. · 1997 [cited by applicant]
US 5928907A · Woudenberg et al. · 1999 [cited by applicant]
US 6015674A · Woudenberg et al. · 2000 [cited by applicant]
US 6045996A · Cronin et al. · 2000 [cited by applicant]
US 6156504A · Gocke et al. · 2000 [cited by applicant]
US 6420117B1 · Wessler et al. · 2002 [cited by applicant]
US 6582938B1 · Su et al. · 2003 [cited by applicant]
US 6754655B1 · Segal · 2004 [cited by applicant]
US 6818395B1 · Quake et al. · 2004 [cited by applicant]
US 7169560B2 · Lapidus et al. · 2007 [cited by applicant]
US 7211390B2 · Rothberg et al. · 2007 [cited by applicant]
US 7211654B2 · Gao et al. · 2007 [cited by applicant]
US 7244559B2 · Rothberg et al. · 2007 [cited by applicant]
US 7264929B2 · Rothberg et al. · 2007 [cited by applicant]
US 7280922B2 · Mei et al. · 2007 [cited by applicant]
US 7282337B1 · Harris · 2007 [cited by applicant]
US 7300788B2 · Matsuzaki et al. · 2007 [cited by applicant]
US 7323305B2 · Leamon et al. · 2008 [cited by applicant]
US 7335762B2 · Rothberg et al. · 2008 [cited by applicant]
US 7361488B2 · Fan et al. · 2008 [cited by applicant]
US 7534561B2 · Sana et al. · 2009 [cited by applicant]
US 7582420B2 · Oliphant et al. · 2009 [cited by applicant]
US 7785783B2 · Morley et al. · 2010 [cited by applicant]
US 7803550B2 · Makarov et al. · 2010 [cited by applicant]
US 8026094B2 · Green et al. · 2011 [cited by applicant]
US 8133719B2 · Drmanac et al. · 2012 [cited by applicant]
US 8140270B2 · Kingsmore et al. · 2012 [cited by applicant]
US 8296076B2 · Fan et al. · 2012 [cited by applicant]
US 8318430B2 · Chuu et al. · 2012 [cited by applicant]
US 8323897B2 · Andersen et al. · 2012 [cited by applicant]
US 8415101B2 · Garner · 2013 [cited by applicant]
US 8417459B2 · Reese et al. · 2013 [cited by applicant]
US 8532930B2 · Rabinowitz et al. · 2013 [cited by applicant]
US 8589175B2 · Glauser et al. · 2013 [cited by applicant]
US 8785353B2 · Van Eijk et al. · 2014 [cited by applicant]
US 8862410B2 · Hatchwell et al. · 2014 [cited by applicant]
US 9051602B2 · Oliphant et al. · 2015 [cited by applicant]
US 9109256B2 · Shuber · 2015 [cited by applicant]
US 9128861B2 · Bartha et al. · 2015 [cited by applicant]
US 9183496B2 · Harris et al. · 2015 [cited by applicant]
US 9228232B2 · Faham et al. · 2016 [cited by applicant]
US 9329170B2 · Clarke et al. · 2016 [cited by applicant]
US 9416422B2 · Cheung · 2016 [cited by applicant]
US 9453257B2 · Hoyal-Wrightson et al. · 2016 [cited by applicant]
US 9512485B2 · Richardson et al. · 2016 [cited by applicant]
US 9523121B2 · Spier et al. · 2016 [cited by applicant]
US 9725755B2 · Poole et al. · 2017 [cited by applicant]
US 9727692B2 · Harris et al. · 2017 [cited by applicant]
US 9745626B2 · Bartha et al. · 2017 [cited by applicant]
US 9909186B2 · Schuetz et al. · 2018 [cited by applicant]
US 10017810B2 · Iafrate et al. · 2018 [cited by applicant]
US 10032000B1 · Harris et al. · 2018 [cited by applicant]
US 10125399B2 · West · 2018 [cited by applicant]
US 10174375B2 · Lo et al. · 2019 [cited by applicant]
US 10255330B2 · Chandratillake et al. · 2019 [cited by applicant]
US 10262103B2 · Lehrer et al. · 2019 [cited by applicant]
US 10266890B2 · Bartha et al. · 2019 [cited by applicant]
US 10344318B2 · May et al. · 2019 [cited by applicant]
US 10415091B2 · Bartha et al. · 2019 [cited by applicant]
US 10450611B2 · West et al. · 2019 [cited by applicant]
US 10590468B2 · Pedersen et al. · 2020 [cited by applicant]
US 10597717B2 · Maguire et al. · 2020 [cited by applicant]
US 10711306B2 · Shiina et al. · 2020 [cited by applicant]
US 10738355B2 · Sahin et al. · 2020 [cited by applicant]
US 10741269B2 · Chudova et al. · 2020 [cited by applicant]
US 10801064B2 · West et al. · 2020 [cited by applicant]
US 10801070B2 · Clement et al. · 2020 [cited by applicant]
US 10900088B2 · Volgelstein et al. · 2021 [cited by applicant]
US 11047006B2 · Salk et al. · 2021 [cited by applicant]
US 11062789B2 · Chiu et al. · 2021 [cited by applicant]
US 11124824B2 · Sarwal et al. · 2021 [cited by applicant]
US 11142797B2 · Moynahan et al. · 2021 [cited by applicant]
US 11155867B2 · Bartha et al. · 2021 [cited by applicant]
US 11286530B2 · Rabinowitz et al. · 2022 [cited by applicant]
US 11345968B2 · Mortimer et al. · 2022 [cited by applicant]
US 11840730B1 · Porreca et al. · 2023 [cited by applicant]
US 12203142B2 · Babiarz et al. · 2025 [cited by applicant]
US 20020006615A1 · Goldsborough et al. · 2002 [cited by applicant]
US 20020164629A1 · Quake et al. · 2002 [cited by applicant]
US 20030022200A1 · Vissing et al. · 2003 [cited by applicant]
US 20030096011A1 · Tracy et al. · 2003 [cited by applicant]
US 20030099964A1 · Patil et al. · 2003 [cited by applicant]
US 20030100995A1 · Loraine et al. · 2003 [cited by applicant]
US 20030220777A1 · Kitchen et al. · 2003 [cited by applicant]
US 20050042668A1 · Perlin · 2005 [cited by applicant]
US 20050086035A1 · Peccoud et al. · 2005 [cited by applicant]
US 20050125474A1 · Pednault · 2005 [cited by applicant]
US 20050250125A1 · Novakoff · 2005 [cited by applicant]
US 20050260645A1 · Green et al. · 2005 [cited by applicant]
US 20060184489A1 · Weiner et al. · 2006 [cited by applicant]
US 20060278241A1 · Ruano · 2006 [cited by applicant]
US 20070111247A1 · Stephens et al. · 2007 [cited by applicant]
US 20070184436A1 · Myerson et al. · 2007 [cited by applicant]
US 20080096766A1 · Lee · 2008 [cited by applicant]
US 20080305473A1 · Chowdary et al. · 2008 [cited by applicant]
US 20090026082A1 · Rothberg et al. · 2009 [cited by applicant]
US 20090029364A1 · Zirwes et al. · 2009 [cited by applicant]
US 20090127589A1 · Rothberg et al. · 2009 [cited by applicant]
US 20090183268A1 · Kingsmore · 2009 [cited by applicant]
US 20090191565A1 · Lapidus et al. · 2009 [cited by applicant]
US 20090326832A1 · Heckerman et al. · 2009 [cited by applicant]
US 20100029498A1 · Gnirke et al. · 2010 [cited by applicant]
US 20100035252A1 · Rothberg et al. · 2010 [cited by applicant]
US 20100042438A1 · Moore et al. · 2010 [cited by applicant]
US 20100137143A1 · Rothberg et al. · 2010 [cited by applicant]
US 20100188073A1 · Rothberg et al. · 2010 [cited by applicant]
US 20100197507A1 · Rothberg et al. · 2010 [cited by applicant]
US 20100282617A1 · Rothberg et al. · 2010 [cited by applicant]
US 20100300559A1 · Schultz et al. · 2010 [cited by applicant]
US 20100300895A1 · Nobile et al. · 2010 [cited by applicant]
US 20100301398A1 · Rothberg et al. · 2010 [cited by applicant]
US 20100304982A1 · Hinz et al. · 2010 [cited by applicant]
US 20110004413A1 · Carnevali et al. · 2011 [cited by applicant]
US 20110009296A1 · Kain et al. · 2011 [cited by applicant]
US 20110105353A1 · Lo et al. · 2011 [cited by applicant]
US 20110184896A1 · Guyon · 2011 [cited by applicant]
US 20120015050A1 · Abkevich et al. · 2012 [cited by applicant]
US 20120058480A1 · Lewis et al. · 2012 [cited by applicant]
US 20120077682A1 · Bowcock et al. · 2012 [cited by applicant]
US 20120116688A1 · Mishra et al. · 2012 [cited by applicant]
US 20120143512A1 · Reese et al. · 2012 [cited by applicant]
US 20120208706A1 · Downing et al. · 2012 [cited by applicant]
US 20120270206A1 · Ginns et al. · 2012 [cited by applicant]
US 20120270212A1 · Rabinowitz et al. · 2012 [cited by applicant]
US 20120295810A1 · Quake et al. · 2012 [cited by applicant]
US 20130073217A1 · Dewey et al. · 2013 [cited by applicant]
US 20130090908A1 · Dewey et al. · 2013 [cited by applicant]
US 20130096011A1 · Rava et al. · 2013 [cited by applicant]
US 20130102477A1 · Morin et al. · 2013 [cited by applicant]
US 20130124100A1 · Drmanac et al. · 2013 [cited by applicant]
US 20130173177A1 · Pelleymounter · 2013 [cited by applicant]
US 20130178389A1 · Lapidus et al. · 2013 [cited by applicant]
US 20130261196A1 · Diamond et al. · 2013 [cited by applicant]
US 20130296535A1 · Church et al. · 2013 [cited by applicant]
US 20130311448A1 · Thompson · 2013 [cited by applicant]
US 20130332081A1 · Reese et al. · 2013 [cited by applicant]
US 20140186827A1 · Pieprzyk et al. · 2014 [cited by applicant]
US 20140200147A1 · Bartha et al. · 2014 [cited by applicant]
US 20150051087A1 · Rabinowitz et al. · 2015 [cited by applicant]
US 20150057160A1 · Breuer et al. · 2015 [cited by applicant]
US 20150066824A1 · Harris et al. · 2015 [cited by applicant]
US 20160019341A1 · Harris et al. · 2016 [cited by applicant]
US 20160032396A1 · Diehn et al. · 2016 [cited by applicant]
US 20160041987A1 · Lapir et al. · 2016 [cited by applicant]
US 20160092631A1 · Yandell et al. · 2016 [cited by applicant]
US 20160122831A1 · West · 2016 [cited by applicant]
US 20160283484A1 · Chandratillake et al. · 2016 [cited by applicant]
US 20170166981A1 · Craig et al. · 2017 [cited by applicant]
US 20170199961A1 · Yelensky et al. · 2017 [cited by applicant]
US 20170253921A1 · Liu et al. · 2017 [cited by applicant]
US 20170316150A1 · Deciu et al. · 2017 [cited by applicant]
US 20170356053A1 · Otto et al. · 2017 [cited by applicant]
US 20180051338A1 · West et al. · 2018 [cited by applicant]
US 20180127807A1 · Stahl et al. · 2018 [cited by applicant]
US 20180203974A1 · Venn · 2018 [cited by applicant]
US 20180258489A1 · Danenberg · 2018 [cited by applicant]
US 20180282801A1 · Zhao et al. · 2018 [cited by applicant]
US 20180363066A1 · Chalmers et al. · 2018 [cited by applicant]
US 20190127803A1 · Hacohen et al. · 2019 [cited by applicant]
US 20190153541A1 · Lo et al. · 2019 [cited by applicant]
US 20190189242A1 · Angiuoli et al. · 2019 [cited by applicant]
US 20190211406A1 · Babiarz et al. · 2019 [cited by applicant]
US 20190285518A1 · Lu et al. · 2019 [cited by applicant]
US 20190346442A1 · Carr et al. · 2019 [cited by applicant]
US 20200024669A1 · Spetzler et al. · 2020 [cited by applicant]
US 20200048711A1 · Snyder · 2020 [cited by applicant]
US 20200058377A1 · Bagaev et al. · 2020 [cited by applicant]
US 20200105378A1 · Abelin et al. · 2020 [cited by applicant]
US 20200149097A1 · Otto et al. · 2020 [cited by applicant]
US 20200157604A1 · Plagnol et al. · 2020 [cited by applicant]
US 20200202224A1 · Lanman et al. · 2020 [cited by applicant]
US 20200258597A1 · Perera · 2020 [cited by applicant]
US 20200258601A1 · Lau · 2020 [cited by applicant]
US 20200392584A1 · Almogy et al. · 2020 [cited by applicant]
US 20210054452A1 · West et al. · 2021 [cited by applicant]
US 20210062258A1 · Bartha et al. · 2021 [cited by applicant]
US 20210062276A1 · West · 2021 [cited by applicant]
US 20210210205A1 · Drake et al. · 2021 [cited by applicant]
US 20210238677A1 · Bartha et al. · 2021 [cited by applicant]
US 20210363586A1 · Artsiomenka et al. · 2021 [cited by applicant]
US 20210398609A1 · Sigurjonsson et al. · 2021 [cited by applicant]
US 20220064733A1 · Alexander et al. · 2022 [cited by applicant]
US 20220073985A1 · Nerenberg et al. · 2022 [cited by applicant]
US 20220081716A1 · West et al. · 2022 [cited by applicant]
US 20220195530A1 · Diehn et al. · 2022 [cited by applicant]
CN 105044108A · 2015 [cited by applicant]
CN 109903811A · 2019 [cited by applicant]
EP 0281927B1 · 1995 [cited by applicant]
EP 1342794B1 · 2005 [cited by applicant]
EP 3212808A1 · 2017 [cited by applicant]
EP 2861788B1 · 2018 [cited by applicant]
WO 2000018957A1 · 2000 [cited by applicant]
WO 2005098046A2 · 2005 [cited by applicant]
WO 2007055244A1 · 2007 [cited by applicant]
WO 2010054589A1 · 2010 [cited by applicant]
WO 2011050341A1 · 2011 [cited by applicant]
WO 2011057061A1 · 2011 [cited by applicant]
WO 2011057094A1 · 2011 [cited by applicant]
WO 2011091046A1 · 2011 [cited by applicant]
WO 2011149534A2 · 2011 [cited by applicant]
WO 2011160063A2 · 2011 [cited by applicant]
WO 2011160206A1 · 2011 [cited by applicant]
WO 2012142611A2 · 2012 [cited by applicant]
WO 2014053295A1 · 2014 [cited by applicant]
WO 2014062717A1 · 2014 [cited by applicant]
WO 2014113204A1 · 2014 [cited by applicant]
WO 2014207245A1 · 2014 [cited by applicant]
WO 2015051275A1 · 2015 [cited by applicant]
WO 2015095889A2 · 2015 [cited by applicant]
WO 2016070131A1 · 2016 [cited by applicant]
WO 2017205823A1 · 2017 [cited by applicant]
WO 2018053365A1 · 2018 [cited by applicant]
WO 2018064547A1 · 2018 [cited by applicant]
WO 2018144782A1 · 2018 [cited by applicant]
WO 2018195357A1 · 2018 [cited by applicant]
WO 2018222883A1 · 2018 [cited by applicant]
WO 2019168984A1 · 2019 [cited by applicant]
WO 2019226939A1 · 2019 [cited by applicant]
WO 2019231856A1 · 2019 [cited by applicant]
WO 2020132586A1 · 2020 [cited by applicant]
WO 2020168008A1 · 2020 [cited by applicant]
WO 2020252721A1 · 2020 [cited by applicant]
WO 2021016089A1 · 2021 [cited by applicant]
WO 2022046947A1 · 2022 [cited by applicant]
Shendure et al., “Next-generation DNA sequencing”, Nat. Biotechnol. 2008, 26:1135-1145. (Year: 2008). [cited by examiner]
Dawe et al. “Cell migration from baby to mother.” Cell adhesion & migration 1.1 (2007): 19-27. [cited by applicant]
Dawson et al. “Analysis of circulating tumor DNA to monitor metastatic breast cancer.” New England Journal of Medicine 368.13 (2013): 1199-1209. [cited by applicant]
De La Chapelle, A. “The incidence of Lynch syndrome.” Familial cancer 4 (2005): 233-237. [cited by applicant]
De Mattos-Arruda et al. “Capturing intra-tumor genetic heterogeneity by de novo mutation profiling of circulating cell-free tumor DNA: a proof-of-principle.” Annals of oncology 25.9 (2014): 1729-1735. [cited by applicant]
De Mattos-Arruda et al. “Circulating tumour cells and cell-free DNA as tools for managing breast cancer.” Nature reviews Clinical oncology 10.7 (2013): 377-389. [cited by applicant]
Decathelineau et al. “The final step in programmed cell death: phagocytes carry apoptotic cells to the grave.” Essays in biochemistry 39 (2003): 105-117. [cited by applicant]
Dewey et al. “Phased whole-genome genetic risk in a family quartet using a major allele reference sequence.” PLoS genetics 7.9 (2011): 1-15. [cited by applicant]
Diaz et al. “Insights into therapeutic resistance from whole-genome analyses of circulating tumor DNA.” Oncotarget 4.10 (2013): 1856-1857. [cited by applicant]
Diaz et al. “Liquid biopsies: genotyping circulating tumor DNA.” Journal of clinical oncology 32.6 (2014): 579-586. [cited by applicant]
Diehl et al. “Detection and quantification of mutations in the plasma of patients with colorectal tumors.” Proceedings of the National Academy of Sciences 102.45 (2005): 16368-16373. [cited by applicant]
Ding et al. “Genome remodelling in a basal-like breast cancer metastasis and xenograft.” Nature 464.7291 (2010): 999-1005. [cited by applicant]
Dressman et al. “Transforming single DNA molecules into fluorescent magnetic particles for detection and enumeration of genetic variations.” Proceedings of the National Academy of Sciences 100.15 (2003): 8817-8822. [cited by applicant]
Drmanac et al. “Human genome sequencing using unchained base reads on self-assembling DNA nanoarrays.” Science 327.5961 (2010): 78-81. [cited by applicant]
ECSEQ. “How to calculate the coverage for a NGS experiment.” ecSeq Bioinformatics, 2019 [retrieved on Jul. 5, 2022]. Retrieved from the Internet: < URL:https://www.ecseq.com/support/ngs/how-to-calculate-the-coverage-for… [cited by applicant]
Ellinger et al. “The role of cell-free circulating DNA in the diagnosis and prognosis of prostate cancer.” Urologic Oncology: Seminars and Original Investigations, Elsevier 29.2 (2011): 124-129. [cited by applicant]
Elsharawy et al. “Accurate variant detection across non-amplified and whole genome amplified DNA using targeted next generation sequencing.” BMC genomics 13 (2012): 1-14. [cited by applicant]
Elshimali et al. “The clinical utilization of circulating cell free DNA (CCFDNA) in blood of cancer patients.” International journal of molecular sciences 14.9 (2013): 18925-18958. [cited by applicant]
Esplin et al. “Personalized sequencing and the future of medicine: discovery, diagnosis and defeat of disease.” Pharmacogenomics 15.14 (2014): 1771-1790. [cited by applicant]
Examination Report in EP13871784.8, mailed Jun. 19, 2023, 4 pages. [cited by applicant]
Hong et al. “Tracking the origins and drivers of subclonal metastatic expansion in prostate cancer.” Nature communications 6.1 (2015): 1-12. [cited by applicant]
Holstege et al. “Somatic mutations found in the healthy blood compartment of a 115-yr-old woman demonstrate oligoclonal hematopoiesis.” Genome research 24.5 (2014): 733-742. [cited by applicant]
Extended European Search Report in EP13871784.8, dated Aug. 4, 2016, 9 pages. [cited by applicant]
Extended European Search Report in EP24159457.1, mailed Dec. 4, 2024, 8 pages. [cited by applicant]
Fahy et al. “Self-sustained sequence replication (3SR): an isothermal transcription-based amplification system alternative to PCR.” Genome Research 1.1 (1991): 25-33. [cited by applicant]
Fairbrother et al. “Rescue-ESE identifies candidate exonic splicing enhancers in vertebrate exons.” Nucleic acids research 32 (2004): W187-W190. [cited by applicant]
Fishel et al. “Meta-analysis of gene expression data: a predictor-based approach.” Bioinformatics 23.13 (2007): 1599-1606. [cited by applicant]
Fluidigm. “Specification Sheet for Access Array System.” Datasheet [online], Fluidigm, 2012, 4 pages. [cited by applicant]
Forshew et al. “Noninvasive identification and monitoring of cancer mutations by targeted deep sequencing of plasma DNA.” Science translational medicine 4.136 (2012): 1-13. [cited by applicant]
Forshew et al. “Noninvasive identification and monitoring of cancer mutations by targeted deep sequencing of plasma DNA.” Supplementary Materials. Science translational medicine 4.136 (2012): 1-20. [cited by applicant]
Fox et al. “Accuracy of next generation sequencing platforms.” Next generation, sequencing & applications 1 (2014): 1-9. [cited by applicant]
Freed et al. “Somatic mosaicism in the human genome.” Genes 5.4 (2014): 1064-1094. [cited by applicant]
Freshney, R. “Culture of Animal Cells: A Manual of Basic Technique and Specialized Applications.” Sixth Edition, Hoboken, New Jersey, John Wiley & Sons (2010): 1-42. [cited by applicant]
Frumkin et al. “Genomic variability within an organism exposes its cell lineage tree.” PLoS computational biology 1.5 (2005): 382-394. [cited by applicant]
GATK. “Genome Analysis Toolkit: Variant Discovery in High-Throughput Sequencing Data.” Broad Institutes: GATK, 2025. Retrieved from the Internet: <URL:https://gatk. broadinstitute.org/hc/en-us>, 2 pages. [cited by applicant]
Gilbert, S. “Developmental Biology Tenth Edition.” Sunderland, MA, Sinauer Associates, Inc. (2014): 1-12. [cited by applicant]
Gnirke et al. “Solution hybrid selection with ultra-long oligonucleotides for massively parallel targeted sequencing.” Nature biotechnology 27.2 (2009): 182-189. [cited by applicant]
Golob, J. “Mechanisms of cell fate acquisition in the differentiation of pluripotent stem cells.” University of Washington (2009): 1-126. [cited by applicant]
Goris et al. “The immunogenetic architecture of autoimmune disease.” Cold Spring Harbor perspectives in biology 4.3 (2012): 1-15. [cited by applicant]
Gottlieb et al. “The DiGeorge syndrome minimal critical region contains a goosecoid-like (GSCL) homeobox gene that is expressed early in human development.” American journal of human genetics 60.5 (1997): 1194-1201. [cited by applicant]
Guan et al. “Application of next-generation sequencing in clinical oncology to advance personalized treatment of cancer.” Chinese journal of cancer 31.10 (2012): 463-470. [cited by applicant]
Guo et al. “Exome sequencing generates high quality data in non-target regions.” BMC genomics 13 (2012): 1-10. [cited by applicant]
Guo et al. “Exome sequencing generates high quality data in non-target regions.” BMC genomics 13, Supplementary Tables, (2012): 1-803. [cited by applicant]
Guo et al. “Whole-genome and whole-exome sequencing of bladder cancer identifies frequent alterations in genes involved in sister chromatid cohesion and segregation.” Nature genetics 45.12 (2013): 1459-1463. [cited by applicant]
Haferlach et al. “Mutations of the TP53 gene in acute myeloid leukemia are strongly associated with a complex aberrant karyotype.” Leukemia 22.8 (2008): 1539-1541. [cited by applicant]
Hamfjord et al. “Differential expression of miRNAs in colorectal cancer: comparison of paired tumor tissue and adjacent normal mucosa using high-throughput sequencing.” PloS one 7.4 (2012): 1-9. [cited by applicant]
Hiratani et al. “Replication timing and transcriptional control: beyond cause and effect part II.” Current opinion in genetics & development 19.2 (2009): 142-149. [cited by applicant]
Hirschhorn et al. “Human intersex with chromosome mosaicism of type XY/XO: Report of a case.” New England Journal of Medicine 263.21 (1960): 1044-1048. [cited by applicant]
Hohaus et al. “Cell-free circulating DNA in Hodgkin's and non-Hodgkin's lymphomas.” Annals of oncology 20.8 (2009): 1408-1413. [cited by applicant]
Huang et al. “Characterization of human plasma-derived exosomal RNAs by deep sequencing.” BMC genomics 14 (2013): 1-14. [cited by applicant]
Huang et al. “Machine learning predicts individual cancer patient responses to therapeutic drugs with high accuracy.” Scientific reports 8.1 (2018): 1-8. [cited by applicant]
Huang et al. “SMuRF: portable and accurate ensemble prediction of somatic mutations.” Bioinformatics 35.17 (2019): 3157-3159. [cited by applicant]
Human Genome Overview GRCh37, Datasheet [online], Genome Reference Consortium, 2009 [retrieved on Sep. 12, 2022]. Retrieved from the Internet: <URL:https://www.ncbi.nlm.nih.gov/grc/human>, 2 pages. [cited by applicant]
Human Genome Overview GRCh37.p13, Datasheet [online], Genome Reference Consortium, 2013 [retrieved on Sep. 12, 2022]. Retrieved from the Internet: <URL:https://www.ncbi.nlm.nih.gov/grc/human>, 2 pages. [cited by applicant]
Human Genome Overview GRCh38.p12, Datasheet [online], Genome Reference Consortium, 2017 [retrieved on Sep. 12, 2022]. Retrieved from the Internet: <URL:https://www.ncbi.nlm.nih.gov/assembly/GCF_000001405.38/>, 4 pages. [cited by applicant]
Illumina. “AmpliSeq for Illumina.” Illumina, 2020. Retrieved from the Internet: <URL:https://web.archive.org/web/20201021103737/https://www.illumina.com/products/by-brand/ampliseq/custom-panels.html>, 3 pages. [cited by applicant]
Illumina. “Coverage Depth Recommendations: Learn how to estimate the depth of sequencing coverage needed for your research.” Science and Education, Illumina, 2025. Retrieved from the Internet: <URL:https://www.illumina.… [cited by applicant]
Illumina. “Estimating sequencing coverage: Before starting a sequencing experiment, you should know the depth of sequencing you want to achieve. This technical note helps you estimate that coverage.” Technical Note: Seq… [cited by applicant]
Illumina. “Interpreting Infinium Assay Data for Whole-Genome Structural Variation.” Technical Note: DNA Analysis [online], Illumina, 2010. Retrieved from the Internet: <URL:https://www.illumina.com/Documents/products/te… [cited by applicant]
Illumina. “Sequencing Coverage Calculation Methods for Human Whole-Genome Sequencing: An overview of Illumina coverage calculation methods using BaseSpace or third party analysis tools.” Technical Note: Informatics [onl… [cited by applicant]
International Search Report and Written Opinion in PCT/US2013/078123, mailed Apr. 23, 2014, 17 pages. [cited by applicant]
Liao et al. “Targeted massively parallel sequencing of maternal plasma DNA permits efficient and unbiased detection of fetal alleles.” Clinical chemistry 57.1 (2011): 92-101. [cited by applicant]
Ishii et al. “Optimization of annealing temperature to reduce bias caused by a primer mismatch in multitemplate PCR.” Applied and environmental microbiology 67.8 (2001): 3753-3755. [cited by applicant]
Ito et al. “Cancer neoantigens: a promising source of immunogens for cancer immunotherapy.” J Clin Cell Immunol 6.322 (2015): 1-7. [cited by applicant]
Jang et al. “Tumor mutation burden, immune checkpoint crosstalk and radiosensitivity in single-cell RNA sequencing data of breast cancer.” Radiotherapy and Oncology 142 (2020): 202-209. [cited by applicant]
Jenjaroenpun et al. “Characterization of RNA in exosomes secreted by human breast cancer cell lines using next- generation sequencing.” PeerJ 1 (2013): 1-24. [cited by applicant]
Jiang et al. “Plasma DNA end-motif profiling as a fragmentomic marker in cancer, pregnancy, and transplantation.” Cancer Discovery 10.5 (2020): 664-673. [cited by applicant]
Jung et al. “Cell-free DNA in the blood as a solid tumor biomarker-a critical appraisal of the literature.” Clinica chimica acta 411.21-22 (2010): 1611-1624. [cited by applicant]
Kalatskaya et al. “ISOWN: accurate somatic mutation identification in the absence of normal tissue controls.” Genome medicine 9 (2017): 1-18. [cited by applicant]
Kaper et al. “Parallel preparation of targeted resequencing libraries from 480 genomic regions using multiplex PCR on the Access Array system.” Cancer Research 70.8 (2010): 1164. [cited by applicant]
Karam et al. “Apoptosis in carcinogenesis and chemotherapy.” Netherlands: Springer (2009): 1-18. [cited by applicant]
Karolchik et al. “The UCSC Table Browser data retrieval tool.” Nucleic acids research 32 (2004): D493-D496. [cited by applicant]
Khurana et al. “Integrative annotation of variants from 1092 humans: application to cancer genomics.” Science 342.6154 (2013): 1-11. [cited by applicant]
Khurana et al. “Integrative annotation of variants from 1092 humans: application to cancer genomics.” Supplementary Materials. Science 342.6154 (2013): 1-97. [cited by applicant]
Kiialainen et al. “Performance of microarray and liquid based capture methods for target enrichment for massively parallel sequencing and SNP discovery.” PLoS One 6.2 (2011): 1-10. [cited by applicant]
Kinde et al. “Detection and quantification of rare mutations with massively parallel sequencing.” Proceedings of the National Academy of Sciences 108.23 (2011): 9530-9535. [cited by applicant]
Koboldt et al. “VarScan: variant detection in massively parallel sequencing of individual and pooled samples.” Bioinformatics 25.17 (2009): 2283-2285. [cited by applicant]
Kokawa et al. “Apoptosis in the human uterine endometrium during the menstrual cycle.” The Journal of Clinical Endocrinology & Metabolism 81.11 (1996): 4144-4147. [cited by applicant]
Koren et al. “Differential relationship of DNA replication timing to different forms of human mutation and variation.” The American Journal of Human Genetics 91.6 (2012): 1033-1040. [cited by applicant]
Kosuri et al. “Large-scale de novo DNA synthesis: technologies and applications.” Nature methods 11.5 (2014): 499-507. [cited by applicant]
Kothari et al. “Emerging technologies for rapid identification of bloodstream pathogens.” Clinical Infectious Diseases 59.2 (2014): 272-278. [cited by applicant]
Krumm et al. “Copy No. variation detection and genotyping from exome sequence data.” Genome research 22.8 (2012): 1525-1532. [cited by applicant]
Kuchler et al. “Buccal cells DNA extraction to obtain high quality human genomic DNA suitable for polymorphism genotyping by PCR-RFLP and Real-Time PCR.” Journal of Applied Oral Science 20 (2012): 467-471. [cited by applicant]
Laktionov et al. “Cell-surface-bound nucleic acids: Free and cell-surface-bound nucleic acids in blood of healthy donors and breast cancer patients.” Ann. NY Acad. Sci 1022 (2004): 221-227. [cited by applicant]
Lam et al. “Performance comparison of whole-genome sequencing platforms.” Nature biotechnology 30.1 (2012): 78-82. [cited by applicant]
Lam et al. “Time course of early and late changes in plasma DNA in trauma patients.” Clinical Chemistry 49.8 (2003): 1286-1291. [cited by applicant]
Larson et al. “SomaticSniper: identification of somatic point mutations in whole genome sequencing data.” Bioinformatics 28.3 (2012): 311-317. [cited by applicant]
Lathe, R. “Synthetic oligonucleotide probes deduced from amino acid sequence data: theoretical and practical considerations.” Journal of Molecular Biology 183.1 (1985): 1-14. [cited by applicant]
Leamon et al. “A massively parallel PicoTiterPlate based platform for discrete picoliter-scale polymerase chain reactions.” Electrophoresis 24.21 (2003): 3769-3777. [cited by applicant]
Leary et al. “Detection of chromosomal alterations in the circulation of cancer patients with whole-genome sequencing.” Science translational medicine 4.162 (2012): 1-21. [cited by applicant]
Leary et al. “Development of personalized tumor biomarkers using massively parallel sequencing.” Science translational medicine 2.20 (2010): 1-15. [cited by applicant]
Lee et al. “Performance evaluation method for read mapping tool in clinical panel sequencing.” Genes & genomics 40 (2018): 189-197. [cited by applicant]
Lee et al. “Simultaneous profiling of chromatin accessibility and methylation on human cell lines with nanopore sequencing.” Nature methods 17.12 (2020): 1191-1199. [cited by applicant]
Lee et al. “The mutation spectrum revealed by paired genome sequences from a lung cancer patient.” Nature 465.7297 (2010): 473-477. [cited by applicant]
Levin et al. “Targeted next-generation sequencing of a cancer transcriptome enhances detection of sequence variants and novel fusion transcripts.” Genome biology 10 (2009): 1-8. [cited by applicant]
Ley et al. “DNA sequencing of a cytogenetically normal acute myeloid leukaemia genome.” Nature 456.7218 (2008): 66-72. [cited by applicant]
Li et al. “Novel computational methods for increasing PCR primer design effectiveness in directed sequencing.” BMC bioinformatics 9 (2008): 1-12. [cited by applicant]
Li et al. “The Sequence Alignment/MAP format and SAMtools.” Bioinformatics 25.16 (2009): 2078-2079. [cited by applicant]
Scitable. “Mendelian Trait.” Scitable by Nature Education, 2014. Retrieved from the Internet: <URL:https://web.archive.org/web/20140825124707/https://www.nature.com/scitable/definition/mendelian-trait-174/>, 2 pages. [cited by applicant]
Shapiro, E. “The human cell lineage flagship initiative.” Lineage-flagship.eu, 2010. Retrieved from the Internet: <URL:http://www.lineage-flagship.eu/>, 1 page. [cited by applicant]
Shaw et al. “Genomic analysis of circulating cell-free DNA infers breast cancer dormancy.” Genome research 22.2 (2012): 220-231. [cited by applicant]
Shendure et al. “Next-generation DNA sequencing.” Nature biotechnology 26.10 (2008): 1135-1145. [cited by applicant]
Shigemizu et al. “A practical method to detect SNVs and indels from whole genome and exome sequencing data.” Scientific reports 3.1 (2013): 1-6. [cited by applicant]
Shigemizu et al. “A practical method to detect SNVs and indels from whole genome and exome sequencing data.” Supplementary Information. Scientific reports 3.1 (2013): 1-3. [cited by applicant]
Shim et al. “HLA-corrected tumor mutation burden and homologous recombination deficiency for the prediction of response to PD-(L) 1 blockade in advanced non-small-cell lung cancer patients.” Annals of Oncology 31.7 (202… [cited by applicant]
Sims et al. “Sequencing depth and coverage: key considerations in genomic analyses.” Nature Reviews Genetics 15.2 (2014): 121-132. [cited by applicant]
Singleton et al. “Phevor combines multiple biomedical ontologies for accurate identification of disease-causing alleles in single individuals and small nuclear families.” The American Journal of Human Genetics 94.4 (201… [cited by applicant]
Smyth, G. “Limma: linear models for microarray data.” Bioinformatics and computational biology solutions using R and Bioconductor. New York, NY: Springer New York (2005): 397-420. [cited by applicant]
Snyder et al. “Genetic Basis for Clinical Response to CTLA-4 Blockade in Melanoma.” New England Journal of Medicine (2014): 1-11. [cited by applicant]
Song et al. “A reference methylome database and analysis pipeline to facilitate integrative and comparative epigenomics.” PloS one 8.12 (2013): 1-9. [cited by applicant]
Soni et al. “Progress toward ultrafast DNA sequencing using solid-state nanopores.” Clinical chemistry 53.11 (2007): 1996-2001. [cited by applicant]
Spalding et al. “Retrospective birth dating of cells in humans.” Cell 122.1 (2005): 133-143. [cited by applicant]
Stemmer et al. “Single-step assembly of a gene and entire plasmid from large numbers of oligodeoxyribonucleotides.” Gene 164.1 (1995): 49-53. [cited by applicant]
Stevanovic et al. “Landscape of immunogenic tumor antigens in successful immunotherapy of virally induced epithelial cancer.” Science 356.6334 (2017): 200-205. [cited by applicant]
Sudhakar et al. “Characterization of clonal immunoglobulin heavy (IGH) VDJ gene rearrangements and the complementarity-determining region in South Indian patients with precursor B-cell acute lymphoblastic leukemia.” Blo… [cited by applicant]
Sulston et al. “Post-embryonic cell lineages of the nematode, Caenorhabditis elegans.” Developmental biology 56.1 (1977): 110-156. [cited by applicant]
Sulston et al. “The embryonic cell lineage of the nematode Caenorhabditis elegans.” Developmental biology 100.1 (1983): 64-119. [cited by applicant]
Summerer et al. “Targeted high throughput sequencing of a cancer-related exome subset by specific sequence capture with a fully automated microarray platform.” Genomics 95.4 (2010): 241-246. [cited by applicant]
Sun et al. “Optimized data representation and convolutional neural network model for predicting tumor purity.” bioRxiv (2019): 1-9. [cited by applicant]
Sung et al. “Assessment of intratumoral heterogeneity with mutations and gene expression profiles.” PLoS One 14.7 (2019): 1-15. [cited by applicant]
SVBio. “SVBio's Services.” Company Information [online], SVBio, 2014. Retrieved from the Internet: <URL:http:www.svbio.com/service-offerings/current-services>, 1 page. [cited by applicant]
Swanton, C. “Plasma-derived tumor DNA analysis at whole-genome resolution.” Clinical Chemistry 59.1 (2013): 6-8. [cited by applicant]
Teer et al. “Exome sequencing: the sweet spot before whole genomes.” Human molecular genetics 19.R2 (2010): R145-R151. [cited by applicant]
Tests and Procedures: Urine cytology, Definition [online], Mayo Clinic, 2014 [retrieved on Dec. 1, 2015]. Retrieved from the Internet: <URL:http://www.mayoclinic.org/tests-procedures/urine-cytology/basics/definition/prc… [cited by applicant]
Tewhey et al. “Microdroplet-based PCR enrichment for large-scale targeted sequencing.” Nature biotechnology 27.11 (2009): 1025-1031. [cited by applicant]
Tug et al. “Exercise-induced increases in cell free DNA in human plasma originate predominantly from cells of the haematopoietic lineage.” Exercise immunology review 21 (2015): 164-173. [cited by applicant]
Turajilic et al. “Whole genome sequencing of matched primary and metastatic acral melanomas.” Genome research 22.2 (2012): 196-207. [cited by applicant]
Turajilic et al. “Whole genome sequencing of matched primary and metastatic acral melanomas.” Supplementary Figures. Genome research 22.2 (2012): 1-43. [cited by applicant]
Turajilic et al. “Whole genome sequencing of matched primary and metastatic acral melanomas.” Supplementary Tables. Genome research 22.2 (2012): 1-532. [cited by applicant]
U.S. Appl. No. 14/810,337, filed Jul. 27, 2015, 84 pages. [cited by applicant]
U.S. Appl. No. 15/222,875, filed Jul. 28, 2016, 99 pages. [cited by applicant]
U.S. Appl. No. 16/526,928, filed Jul. 30, 2019, 83 pages. [cited by applicant]
U.S. Appl. No. 16/816,135, filed Mar. 11, 2020, 83 pages. [cited by applicant]
Vos et al. “AFLP: a new technique for DNA fingerprinting.” Nucleic acids research 23.21 (1995): 4407-4414. [cited by applicant]
U.S. Appl. No. 17/507,578, filed Oct. 21, 2021, 85 pages. [cited by applicant]
U.S. Appl. No. 17/548,379, filed Dec. 10, 2021, 83 pages. [cited by applicant]
Vaisvila et al. “EM-seq: detection of DNA methylation at single base resolution from picograms of DNA.” BioRxiv (2019): 1-38. [cited by applicant]
Valadi et al. “Exosome-mediated transfer of mRNAs and microRNAs is a novel mechanism of genetic exchange between cells.” Nature cell biology 9.6 (2007): 654-659. [cited by applicant]
Vale et al. “Does anti-EGFR therapy improve outcome in advanced colorectal cancer? A systematic review and meta-analysis.” Cancer treatment reviews 38.6 (2012): 618-625. [cited by applicant]
Van Driel et al. “A text-mining analysis of the human phenome.” European journal of human genetics 14.5 (2006): 535-542. [cited by applicant]
VarScan. “Variant Detection in Massively Parallel Sequencing Data.” VarScan, 2009. Retrieved from the Internet: <URL:www.varscan.sourceforge.net.>, 4 pages. [cited by applicant]
Vasan, R. “Biomarkers of cardiovascular disease: molecular basis and practical considerations.” Circulation 113.19 (2006): 2335-2362. [cited by applicant]
Velculescu et al. “Characterization of the yeast transcriptome.” Cell 88.2 (1997): 243-251. [cited by applicant]
Velculescu et al. “Serial analysis of gene expression.” Science 270.5235 (1995): 484-487. [cited by applicant]
Vietsch et al. “Circulating DNA and micro-RNA in patients with pancreatic cancer.” Pancreatic disorders & therapy 5.2 (2015): 1-17. [cited by applicant]
Vinay et al. “Immune evasion in cancer: Mechanistic basis and therapeutic strategies.” Seminars in cancer biology. vol. 35. Academic Press (2015): S185-S198. [cited by applicant]
Vincent et al. “Helicase-dependent isothermal DNA amplification.” EMBO reports 5.8 (2004): 795-800. [cited by applicant]
Schwarzenbach et al. “Detection and monitoring of cell-free DNA in blood of patients with colorectal cancer.” Annals of the New York Academy of Sciences 1137.1 (2008): 190-196. [cited by applicant]
Office Action in U.S. Appl. No. 14/141,990, mailed Jun. 5, 2014, 19 pages. [cited by applicant]
Office Action in U.S. Appl. No. 14/141,990, mailed Feb. 6, 2015, 17 pages. [cited by applicant]
Office Action in U.S. Appl. No. 14/810,337, mailed Apr. 9, 2018, 15 pages. [cited by applicant]
Office Action in U.S. Appl. No. 15/222,875, mailed Feb. 27, 2017, 20 pages. [cited by applicant]
Office Action in U.S. Appl. No. 15/996,215, mailed Dec. 31, 2018, 10 pages. [cited by applicant]
Office Action in U.S. Appl. No. 17/078,857, mailed Apr. 1, 2021, 9 pages. [cited by applicant]
Office Action in U.S. Appl. No. 17/078,857, mailed Jul. 15, 2021, 10 pages. [cited by applicant]
Office Action in U.S. Appl. No. 17/078,857, mailed Aug. 19, 2021, 14 pages. [cited by applicant]
Office Action in U.S. Appl. No. 17/078,857, mailed Nov. 12, 2021, 15 pages. [cited by applicant]
Office Action in U.S. Appl. No. 17/080,474, mailed Mar. 26, 2021, 14 pages. [cited by applicant]
Schmitt et al. “Detection of ultra-rare mutations by next-generation sequencing.” Proceedings of the National Academy of Sciences 109.36 (2012): 14508-14513. [cited by applicant]
Okosun et al. “Integrated genomic analysis identifies recurrent mutations and evolution patterns driving the initiation and progression of follicular lymphoma.” Nature genetics 46.2 (2014): 176-181. [cited by applicant]
Okosun et al. “Whole Genome Sequencing in Sequential Biopsies Reveals the Genetic Evolution of Follicular Lymphoma to Transformed Follicular Lymphoma.” (2012): 1-3. [cited by applicant]
Ozsolak et al. “Direct RNA sequencing.” Nature 461.7265 (2009): 814-818. [cited by applicant]
Park, A. “Scientists Devise a Blood Test to Predict Heart Attack.” Time Magazine. (2012): 1-2. [cited by applicant]
Pasaniuc et al. “Extremely low-coverage sequencing and imputation increases power for genome-wide association studies.” Nature genetics 44.6 (2012): 631-635. [cited by applicant]