throbber
(12) United States Patent
`US 9,840,743 B2
`(10) Patent No.:
`Talasaz
`(45) Date of Patent:
`*Dec. 12, 2017
`
`US009840743B2
`
`(54) SYSTEMS AND METHODS TO DETECT
`RARE MUTATIONS AND COPY NUMBER
`VARIATION
`
`(71) Applicant: Guardant Health, Inc., Redwood City,
`CA (US)
`
`(72)
`
`Inventor: AmirAli Talasaz, Menlo Park, CA (US)
`
`(73) Assignee: Guardant Health, Inc., Redwood City,
`CA (US)
`
`*
`
`Notice:
`
`J
`y
`Sub'ect to an disclaimer, the term of this
`patent is extended or adjusted under 35
`U.S.C. 154(b) by 0 days.
`
`This patent is subject to a terminal dis-
`claimer.
`
`(21) Appl. No.: 15/467,570
`
`(22)
`
`Filed:
`
`Mar. 23, 2017
`
`(65)
`
`Prior Publication Data
`
`US 2017/0218459 A1
`
`Aug. 3, 2017
`
`Related US. Application Data
`
`(63) Continuation of application No. 14/425,189, filed as
`application No. PCT/US2013/058061 on Sep. 4,
`2013.
`
`(60) Provisional application No. 61/845,987, filed on Jul.
`13, 2013, provisional application No. 61/793,997,
`filed on Mar. 15, 2013, provisional application No.
`61/704,400,
`filed on Sep. 21, 2012, provisional
`application No. 61/696,734, filed on Sep. 4, 2012.
`
`(51)
`
`(2006.01)
`(2006.01)
`(2006.01)
`(2011.01)
`
`Int. C1.
`0121) 19/34
`C12Q 1/68
`C12N 15/10
`G06F 19/22
`(52) us. Cl.
`CPC ....... C12Q 1/6886 (2013.01); C12N 15/1065
`(2013.01); C12Q 1/6806 (2013.01); CI2Q
`1/6869 (2013.01); C12Q 1/6874 (2013.01);
`G06F 19/22 (2013.01); CIZQ 2600/118
`(2013.01); CIZQ 2600/]56 (2013.01); CIZQ
`2600/]58 (2013.01); CIZQ 2600/16 (2013.01)
`(58) Field of Classification Search
`USPC ................................................ 435/91.1, 91.2
`See application file for complete search history.
`
`(56)
`
`References Cited
`U.S. PATENT DOCUMENTS
`
`4,725,536 A
`4,942,124 A
`5,124,246 A
`5,149,625 A
`5,200,314 A
`5,424,186 A
`5,424,413 A
`5,445,934 A
`5,604,097 A
`
`2/1988 Fritsch et al.
`7/1990 Church
`6/1992 Urdea et al.
`9/1992 Church et a1.
`4/1993 Urdea
`6/1995 Fodor et al.
`6/1995 Hogan et a1.
`8/1995 Fodor et al.
`2/1997 Brenner
`
`5,635,352 A
`5,635,400 A
`5,648,245 A
`5,654,413 A
`5,656,731 A
`5,658,737 A
`5,714,330 A
`5,744,305 A
`5,759,778 A
`5,763,175 A
`5,800,992 A
`5,846,719 A
`5,854,033 A
`5,871,928 A
`5,925,525 A
`5,935,793 A
`5,952,170 A
`5,968,740 A
`5,981,176 A
`5,981,179 A
`
`6/1997 Urdea et a1.
`6/1997 Brenner
`7/1997 Fire et al.
`8/1997 Brenner
`8/1997 Urdea
`8/1997 Nelson et a1.
`2/1998 Brenner et a1.
`4/1998 Fodor et al.
`6/1998 Li et al.
`6/1998 Brenner
`9/1998 Fodor et al.
`12/1998 Brenner et a1.
`12/1998 Lizardi
`2/1999 Fodor et al.
`7/1999 Fodor et al.
`8/1999 Wong
`9/1999 Stroun et a1.
`10/1999 Fodor et al.
`11/1999 Wallace
`11/1999 Lorinez et al.
`(Continued)
`
`FOREIGN PATENT DOCUMENTS
`
`CN
`EP
`
`102933721 A
`0799897 A1
`
`2/2013
`10/1997
`
`(Continued)
`
`OTHER PUBLICATIONS
`
`Alkan, et a1. Personalized copy number and segmental duplication
`maps
`using
`next-generation
`sequencing. Nat Genet. Oct.
`2009;41(10):1061-7. doi: 10.1038/ng.437. Epub Aug. 30, 2009.
`Andersson, et a1. Bayesian detection of periodic mRNA time
`profiles without use of training examples. BMC Bioinformatics.
`Feb. 9, 2006;7263.
`Angeloni, D. Molecular analysis of deletions in human chromosome
`3p21 and the role of resident cancer genes in disease. Brief Funct
`Genomic Proteomic. Mar. 2007;6(1):19-39. Epub May 24, 2007.
`Ansorge. Next-generation DNA sequencing techniques. New Bio-
`technology, 25(4): 195-203 (2009).
`Appel, Maryke. Part II: It’s all about conversion. Kapa Biosystems.
`Accessed Mar. 29, 2017. Printed Apr. 11, 2017. 5 pages. URL:<
`https://www.kapabiosytems.com/ngs/part-ii-conversion/>.
`Ashford, Monica. NGS Error Correction Method Described at
`AACR as Excitement Grows
`for Early Cancer Detection.
`Genomeweb.com. Apr. 5, 2017. 3 pages. URL:< https://www.
`genomeweb.com/cancer/ngs-error-correction-method-described-
`aacr-excitement-gr0ws-early-cancer-detection>.
`(Continued)
`
`Primary Examiner 7 Kenneth Horlick
`(74) Attorney, Agent, or Firm 7 Wilson Sonsini Goodrich
`& Rosati
`
`ABSTRACT
`(57)
`The present disclosure provides a system and method for the
`detection of rare mutations and copy number variations in
`cell free polynucleotides. Generally, the systems and meth-
`ods comprise sample preparation, or the extraction and
`isolation of cell free polynucleotide sequences from a bodily
`fluid; subsequent sequencing of cell free polynucleotides by
`techniques known in the art; and application of bioinfor-
`matics tools to detect rare mutations and copy number
`variations as compared to a reference. The systems and
`methods also may contain a database or collection of dif-
`ferent rare mutations or copy number variation profiles of
`different diseases, to be used as additional references in
`aiding detection of rare mutations, copy number variation
`profiling or general genetic profiling of a disease.
`26 Claims, 16 Drawing Sheets
`
`PGDX EX. 1001
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`Page 1 of 56
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`PGDX EX. 1001
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`US 9,840,743 B2
`
`Page 2
`
`(56)
`
`References Cited
`
`U.S. PATENT DOCUMENTS
`
`6,013,445 A
`6,020,124 A
`6 040 138 A
`6:046:005 A
`6,060,596 A
`6 117 631 A
`6:124:092 A
`6,138 077 A
`6,140:489 A
`6,172,214 B1
`6,197,506 B1
`6,235,475 B1
`6,242,186 B1
`6,268,152 B1
`6,284,460 B1
`6 300 077 B1
`6:309:822 B1
`6,309,823 B1
`6,326,148 B1
`6 355 431 B1
`6:355’432 B1
`6,395:491 B1
`6,406,848 B1
`6,440,667 B1
`6,440,706 B1
`6 451 536 B1
`6:458’530 B1
`6,468:744 B1
`6,489,114 B2
`6 492 121 B2
`6:498:012 B2
`6,503,718 132
`6,512,105 B1
`6,514,699 B1
`6,544 739 B1
`6 551,784 B2
`6:576’424 B2
`6,582,908 132
`6,586:177 B1
`6 600 996 132
`6:629’040 B1
`6,653:077 B1
`6,753,147 B2
`6,849,403 B1
`6,849 404 132
`6 852,488 B2
`6858412 B2
`6,964:846 B1
`7,163 789 132
`7,208:275 B2
`7,410,764 B2
`7,424,368 132
`7,424,371 B2
`7,537,897 132
`7 700 286 132
`7’727’720 B2
`7:803:929 132
`7,811,757 132
`7,822,555 132
`7,824,889 B2
`7,838,647 132
`7,915,015 B2
`7 935 487 B2
`7:937’225 132
`7,957:913 132
`7,972,817 132
`7,981,612 B2
`8,094,312 B2
`8,168,385 B2
`8,195,415 B2
`8,209,130 B1
`8,216,789 B2
`8,236,532 B2
`8,361,726 B2
`8,383,345 B2
`
`1/2000 Albrecht et a1.
`2/2000 Sorenson
`3/2000 Lockhart et a1.
`4/2000 Ju et a1.
`5/2000 Lerner et a1.
`9/2000 Nilsen
`9/2000 O’Neill et a1.
`10/2000 Brenner
`10/2000 Brenner
`1/2001 Brenner
`3/2001 Fodor et al.
`5/2001 Brenner et a1.
`6/2001 Salonen
`7/2001 Fodor et a1.
`9/2001 Fodor et a1.
`10/2001 Shuber et a1.
`10/2001 Fodor et 31.
`10/2001 Cronin et a1.
`12/2001 Pauletti et a1.
`3/2002 Chee et a1.
`3/2002 Fodor et 31.
`5/2002 Fodor et a1.
`6/2002 Bridgham et a1.
`8/2002 Fodor et a1.
`8/2002 Vogelstein et a1.
`9/2002 Fodor et a1.
`10/2002 Morris et 31.
`10/2002 Cronin et a1.
`12/2002 Laayoun et a1.
`12/2002 Kurane et a1.
`12/2002 Laken
`1/2003 Shuber et a1.
`1/2003 Hogan et a1.
`2/2003 O’Neill et a1.
`4/2003 Fodor et a1.
`4/2003 Fodor et a1.
`620% Fodor et 31.
`6/2003 Fodor et a1.
`7/2003 Shuber
`7/2003 Webster et a1.
`9/2003 Goodlett et 31.
`11/2003 Brenner
`6/2004 Vogelstein et a1.
`2/2005 Shuber
`2/2005 Park et a1.
`2/2005 Fodor et a1.
`2/2005 Willis et a1.
`11/2005 Shuber
`1/2007 Chen et a1.
`4/2007 Gocke et a1.
`8/2008 Gocke et a1.
`9/2008 Huang et a1.
`9/2008 Kamentsky
`5/2009 Brenner et a1.
`4/2010 Stroun et a1.
`@2010 Dhallan
`9/2010 Melkonyan et 31.
`10/2010 Shuber
`10/2010 Huang et a1.
`11/2010 Vogelstein et a1.
`11/2010 Hahn et a1.
`3/2011 Vogelstein et a1.
`5/2011 Gocke et a1.
`5/2011 Mishm et 31.
`6/2011 Chinitz et a1.
`7/2011 Kopreski
`7/2011 Shuber et a1.
`1/2012 Ulmer
`5/2012 Brenner
`6/2012 Fan et a1.
`6/2012 Kennedy et a1.
`7/2012 Disis et a1.
`8/2012 Ronaghi et a1.
`1/2013 Gocke et a1.
`2/2013 Shendure et a1.
`
`8,455,193 B2
`8,470,996 B2
`8,481,292 B2
`8,603,749 B2
`8,685,678 B2
`8,704,165 B2
`8,715,967 B2
`8,722,368 B2
`8,728,766 B2
`8,741,606 B2
`8,775,092 B2
`8,835,358 B2
`9,018,365 132
`9,085,798 132
`9260753 132
`9,340,830 B2
`9,376,719 B2
`9,404,156 B2
`9598731 132
`2001/0053519 A1
`2002/0072058 A1
`2003/0003490 A1
`2003/0049616 A1
`2003/0104436 A1
`2003/0152490 A1
`2003/0165978 A1
`2003/0186251 A1
`2003/0207300 A1
`2004/0096892 A1
`2004/0146901 A1
`2004/0157243 A1
`2004/0259118 A1
`2005/0164241 A1
`2005/0221314 A1
`2005/0250147 A1
`2006/0035258 A1
`2006/0046258 A1
`2006/0073506 A1
`2006/0211030 A1
`2007/0020640 A1
`2007/0065823 A1
`2007/0128724 A1
`2007/0172839 A1
`2007/0172873 A1
`2008/0014146 A1
`2008/0124721 A1
`2008/0161420 A1
`2008/0293055 A1
`2009/0029377 A1
`2009/0087847 A1
`2009/0098547 A1
`2009/0105959 A1
`2009/0162836 A1
`2009/0298075 A1
`2009/0298709 A1
`2010/0041048 A1
`2010/0062494 A1
`2010/0069250 A1
`2010/0143932 A1
`2010/0166744 A1
`2010/0196898 A1
`2010/0323348 A1
`2010/0330571 A1
`2011/0014607 A1
`2011/0160078 A1
`2011/0160290 A1
`2011/0171640 A1
`2011/0177512 A1
`2011/0183330 A1
`2011/0201507 A1
`2011/0230358 A1
`2011/0230360 A1
`2011/0245482 A1
`2011/0264376 A1
`2011/0275084 A1
`2012/0003637 A1
`2012/0034685 A1
`2012/0046877 A1
`2012/0053073 A1
`
`6/2013 Travers et a1.
`6/2013 Brenner
`7/2013 Casbon et a1.
`12/2013 Gillevet
`4/2014 Casbon et a1.
`4/2014 Huang
`5/2014 Casbon et a1.
`5/2014 Casbon et a1.
`5/2014 Casbon et a1.
`6/2014 Casbon et a1.
`7/2014 Colwell et al.
`9/2014 Fodor et a1.
`40015 Brenner
`70015 C1166
`20016 Xle et_a1~
`5/2016 D9wmng et al~
`6/2016 EIJk et al~
`8/2016 Hicks et a1.
`300” Talasaz
`12/2001 Fodor et a1.
`6/2002 Voelker et a1.
`1/2003 Fan et a1.
`3/2003 Brenner et a1.
`6/2003 Morris et a1.
`8/2003 Trulson et a1.
`9/2003 Firth et a1.
`10/2003 Dunn et a1.
`11/2003 Matray et a1.
`5/2004 Wang et al~
`7/2004 Morrls et a1.
`8/2004 Huang et a1.
`12/2004 MaceVicz
`7/2005 Hahn et a1.
`10/2005 Berlin et a1.
`11/2005 MaceVicz
`2/2006 Tadakamalla et a1.
`3/2006 Lapidus et a1.
`4/2006 Christians et al.
`9/2006 Brenner
`1/2007 McCloskey et a1.
`3/2007 Dressman et a1.
`6/2007 Miles et a1.
`7/2007 Smith et a1.
`7/2007 Brenner et a1.
`1/2008 Von Hoff et a1.
`5/2008 Fuchs et a1.
`7/2008 Shuber
`11/2008 Freeman et al.
`1/2009 Lo et a1.
`4/2009 Lo et al.
`4/2009 Ghosh
`4/2009 Braverman et al.
`6/2009 Widschwendter
`12/2009 Travers et a1.
`12/2009 Ma
`2/2010 D1eh1 et a1.
`3/2010 Church et a1.
`3/2010 White, 111 et a1.
`6/2010 Lapidus
`7/2010 Wong
`8/2010 Sugarbaker et a1.
`12/2010 Hamady et a1.
`12/2010 Robins et a1.
`“2011 Jlrtle et 81
`6/2011 Fodor et a1.
`6/2011 Tewarl
`7/2011 Bhatt et a1.
`7/2011 Shuber
`7/2011 Lo et a1.
`8/2011 Rava et a1.
`9/2011 Rava
`9/2011 Stephan et a1.
`10/2011 Hahn et a1.
`10/2011 Chinitz et a1.
`11/2011 Byron et a1.
`1/2012 Lo et a1.
`2/2012 Sparks et a1.
`2/2012 Hyland et a1.
`3/2012 Kassis
`
`PGDX EX. 1001
`
`Page 2 0f 56
`
`PGDX EX. 1001
`Page 2 of 56
`
`

`

`US 9,840,743 B2
`
`Page 3
`
`(56)
`
`References Cited
`
`U.S. PATENT DOCUMENTS
`
`2017/0145516 A1
`2017/0159120 A1
`2017/0218460 A1
`
`5/2017 Kopetz et a1.
`6/2017 Van Eijk et a1.
`8/2017 Talasaz
`
`2012/0059594
`2012/0065081
`2012/0095697
`2012/0100548
`2012/0164630
`2012/0208706
`2012/0214163
`2012/0214678
`2012/0220478
`2012/0231479
`2012/0238464
`2012/0270212
`2012/0316074
`2013/0005585
`2013/0017958
`2013/0022977
`2013/0029852
`2013/0034546
`2013/0040824
`2013/0053256
`2013/0060483
`2013/0078626
`2013/0085681
`2013/0102485
`2013/0102487
`2013/0116127
`2013/0116130
`2013/0122499
`2013/0130923
`2013/0137588
`2013/0143747
`2013/0210643
`2013/0210645
`2013/0224743
`2013/0237431
`2013/0237458
`2013/0260381
`2013/0267424
`2013/0338933
`
`2014/0065609
`2014/0065630
`2014/0066317
`2014/0100121
`
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`
`A1
`A1
`A1
`A1
`
`2014/0242588
`
`A1
`
`2014/0274740
`2014/0296094
`2014/0303008
`2014/0336943
`2014/0350130
`2015/0004158
`2015/0024950
`2015/0044687
`2015/0050647
`2015/0051085
`2015/0065358
`2015/0087535
`2015/0275289
`2015/0344970
`2015/0368708
`2016/0024576
`2016/0026758
`2016/0032396
`2016/0040229
`2016/0046986
`2016/0053301
`2016/0060691
`2016/0130649
`2016/0251704
`2016/0319345
`2016/0333417
`2017/0051347
`2017/0073774
`
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`A1
`
`3/2012
`3/2012
`4/2012
`4/2012
`6/2012
`8/2012
`8/2012
`8/2012
`8/2012
`9/2012
`9/2012
`10/2012
`12/2012
`1/2013
`1/2013
`1/2013
`1/2013
`2/2013
`2/2013
`2/2013
`3/2013
`3/2013
`4/2013
`4/2013
`4/2013
`5/2013
`5/2013
`5/2013
`5/2013
`5/2013
`6/2013
`8/2013
`8/2013
`8/2013
`9/2013
`9/2013
`10/2013
`10/2013
`* 12/2013
`
`*
`
`*
`
`3/2014
`3/2014
`3/2014
`4/2014
`
`8/2014
`
`9/2014
`10/2014
`10/2014
`11/2014
`11/2014
`1/2015
`1/2015
`2/2015
`2/2015
`2/2015
`3/2015
`3/2015
`10/2015
`12/2015
`12/2015
`1/2016
`1/2016
`2/2016
`2/2016
`2/2016
`2/2016
`3/2016
`5/2016
`9/2016
`11/2016
`11/2016
`2/2017
`3/2017
`
`Hatchwell et a1.
`Chee
`Halpern et a1.
`Rava et al.
`Porreca et a1.
`Downing et a1.
`Sugarbaker et al.
`Rava et al.
`Shaffer
`Puskas et al.
`Koi-et a1.
`RabanWltZ et 31.
`Saxonov
`Anderson et al.
`Benz et al.
`Lapidus et a1.
`Rava et al.
`Rava et al.
`Lo et a1.
`Hubbell
`Struble et a1.
`Wasserstrom et a1.
`Deciu et al.
`Lee
`Gironella I Cos et a1.
`Schuetz et al.
`Fu et a1.
`Morris et a1.
`Ehrich et a1.
`Shendure et a1.
`Gutin et a1.
`Casbon et a1.
`Volgelstein et a1.
`Casbon et a1.
`Lo et a1.
`Casbon et a1.
`Ramakrishnan
`Casbon et a1.
`Deciu ..................... G06F19/22
`702/20
`
`Hicks et a1.
`Von Bubnoff et a1.
`Talasaz
`Lo ........................ C12Q 1/6886
`506/2
`C12Q 1/6827
`435/6.11
`
`Van Den Boom
`
`Srinivasan et 31.
`Domanus
`Schutz et 31.
`Pellini et 31.
`Sanborn et 31.
`Shipp et 31.
`Bielas et 31.
`Schmitt et 31.
`Luo et 31.
`Vogelstein et 31.
`Comstock et 31.
`Patel
`Otwinowski et 31.
`Vogelstein et 31.
`Talasaz et 31.
`Chee
`Jabara et a1.
`
`FOREIGN PATENT DOCUMENTS
`
`EP
`EP
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`W0
`WO
`W0
`W0
`W0
`W0
`W0
`W0
`W0
`W0
`W0
`WO
`W0
`W0
`W0
`WO
`
`1647600 A2
`2110442 A1
`WO-9707241 A1
`WO-9710365 A1
`WO-9928505 A1
`WO-0058516 A2
`WO-02056014 A2
`WO-2005080604 A2
`WO-2005111242 A2
`WO-2006102264 A1
`WO-2007037678 A2
`WO-2008070144 A2
`WO-2008154317 A1
`WO-2009152928 A2
`WO-2009152928 A3
`WO-2011060240 A1
`WO-2011087760 A2
`WO-2011091046 A1
`WO-2011103236 A2
`WO-2011140510 A2
`WO-2011155833 A2
`WO-2012012693 A2
`WO-2012014877 A1
`WO-2012019200 A2
`WO-2012028746 A1
`WO-2012038839 A2
`WO-2012042374 A2
`WO-2012048341 A1
`WO-2012054873 A2
`WO-2012066451 A1
`WO-2012088348 A2
`WO-2012106559 A1
`WO-2012129363 A2
`WO-2012142213 A2
`WO-2012103031 A3
`WO-2013019075 A2
`WO-2013033721 A1
`WO-2013106737 A1
`WO-2013123442 A1
`WO-2013130512 A2
`WO-2013130674 A1
`WO-2013138510 A1
`WO-2013142213 A1
`WO-2013142389 A1
`WO-2013148496 A1
`WO-2013159035 A2
`WO-2013173394 A2
`WO-2013181170 A1
`WO-2013188471 A2
`WO-2013190441 A2
`WO-2014004726 A1
`WO-2014014497 A1
`WO-2014015319 A1
`WO-2014039556 A1
`WO-2014093330 A1
`WO-2014145078 A1
`WO-2014151117 A1
`WO-2014152990 A1
`WO-2015159293 A2
`WO-2016040901 A1
`WO-2017100441 A1
`
`4/2006
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`2/2012
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`3/2012
`3/2012
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`4/2012
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`5/2012
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`3/2014
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`9/2014
`9/2014
`9/2014
`10/2015
`3/2016
`6/2017
`
`Diehn et 31'
`Talasaz et a1.
`Eltoukhy et a1.
`Raymond et al.
`Giresi et al.
`Xie et a1.
`Talasaz et a1.
`Gnerre et al.
`Talasaz
`Vogelstein et a1.
`Lo et a1.
`
`OTHER PUBLICATIONS
`Atanur, et al. The genome sequence of the spontaneously hyper-
`tensive rat: Analysis and functional significance. Genome Res. Jun.
`2010;20(6):791-803. doi: 10.1101/gr.103499.109. Epub Apr. 29,
`2010.
`Audio, et al. The Significance of Digital Gene Expression Profiles.
`Genome Research, 7: 986-995 (1997).
`Barzon, et al. Evaluation of circulating thyroid-specific transcripts
`as markers of thyroid cancer relapse.
`Int J Cancer. Jul. 20,
`2004;110(6):914-20.
`
`PGDX EX. 1001
`
`Page 3 0f 56
`
`PGDX EX. 1001
`Page 3 of 56
`
`

`

`US 9,840,743 B2
`
`Page 4
`
`(56)
`
`References Cited
`OTHER PUBLICATIONS
`
`Bendich, et a1. Circulating DNA as a possible factor in oncogenesis.
`Science. Apr. 16, 1965;148(3668):374-6.
`Bonaldo, et a1. Normalization and subtraction: two approaches to
`facilitate gene discovery. Genome Res. Sep. 1996;6(9):791-806.
`Bowcock, et al. Exclusion of the retinoblastoma gene and chromo-
`some 13q as the site of a primary lesion for human breast cancer.
`Am J Hum Genet. Jan. 1990;46(1):12-7.
`Braha, et al. Simultaneous stochastic sensing of divalent metal ions.
`Nature Biotechnology, 18: 1005-1007 (2000).
`Bremnes, et al. Circulating tumour-derived DNA and RNA markers
`in blood: a tool for early detection, diagnostics, and follow-up?
`Lung Cancer. Jul. 2005;49(1):1-12.
`Brenner, et al. Gene expression analysis by massively parallel
`signature sequencing (MPSS) on microbead arrays. Nature Biotech-
`nology, 18: 630-634 (2000).
`Brenner, et al. In vitro cloning of complex mixtures of DNMA on
`microbeads: physical separation of differentially expressed cDNAs.
`Proc Natl Acad Sci U S A. Feb. 15, 2000;97(4):1665-70.
`Campbell, et al. Identification of somatically acquired rearrange-
`ments in cancer using genome-wide massively parallel paired-end
`sequencing. Nat Genet. Jun. 2008;40(6):722-9. doi: 10.1038/ng.
`128. Epub Apr. 27, 2008.
`Caramazza, et al. Chromosome 1 abnormalities in myeloid malig-
`nancies: a literature survey and karyotype-phenotype associations.
`Eur J Haematol. Mar. 2010;84(3):1 91-200. doi: 10.1111/j.1600-
`0609.2009.01392.x. Epub Nov. 30, 2009.
`Carr, et a1. Inferring relative proportions of DNA variants from
`sequencing
`electropherograms.
`Bioinformatics.
`Dec.
`15,
`2009;25(24):3244-50. doi: 10.1093/bioinformatics/btp583. Epub
`Oct. 9, 2009.
`Casbon, et al. A method for counting PCR template molecules with
`application to next-generation sequencing. Nucleic Acids Res. Jul.
`2011;39(12):e81. doi: 10.1093/nar/gkr217. Epub Apr. 13, 2011.
`Castle, et al. DNA copy number, including telomeres and mito-
`chondria, assayed using next-generation sequencing. BMC Genom-
`ics. Apr. 16, 2010;11:244. doi: 10.1186/1471-2164-11-244.
`Chang, et al. Detection of allelic imbalance in ascitic supernatant by
`digital single nucleotide polymorphism analysis. Clin Cancer Res.
`Aug. 2002;8(8):2580-5.
`Chee. Enzymatic multiplex DNA sequencing. Nucleic Acids
`Research, 19(12): 3301-3305 (1991).
`Chee, et a1. Accessing genetic information with high-density DNA
`arrays. Science, 274: 610-614 (1996).
`Chen, et al. Microsatellite alterations in plasma DNA of small cell
`lung cancer patients. Nat Med. Sep. 1996;2(9):1033-5.
`Chin, et al. A SNP in a let-7 microRNA complementary site in the
`KRAS 3‘ untranslated region increases non-small cell lung cancer
`risk. Cancer Res. Oct. 15, 2008;68(20):8535-40. doi: 10.1158/0008-
`5472.CAN-08-2129.
`Chiu, et al. Non-invasive prenatal assessment of trisomy 21 by
`multiplexed maternal plasma DNA sequencing: large scale validity
`study. BMJ. Jan. 11, 2011;342:07401. doi: 10.1136/bmj.c7401.
`Chiu, et al. Quantitative analysis of circulating mitochondrial DNA
`in plasma. Clin Chem. May 2003;49(5):719-26.
`Church, et al. Multiplex DNA sequencing. Science, 240: 185-188
`(1988).
`Cook, et a1. Methylated DNA labels for marking objects. Biotechnol
`Lett. Jan. 2003;25(1):89-94.
`Co-pending U.S. Appl. No. 15/348,481, filed Nov. 10, 2016.
`Costello, et a1. Discovery and characterization of artifactual muta-
`tions in deep coverage targeted capture sequencing data due to
`oxidative DNA damage during sample preparation. Nucleic Acids
`Res.Apr. 1, 2013;41(6):e67. doi: 10.1093/nar/gksl443. Epub Jan. 8,
`2013.
`Coulet, et al. Detection of plasma tumor DNA in head and neck
`squamous cell carcinoma by microsatellite typing and p53 mutation
`analysis. Cancer Res. Feb. 1, 2000;60(3):707-11.
`Cox,
`J. Bar
`coding
`objects with DNA. Analyst. May
`2001;126(5):545-7.
`
`Identification of genetic variants using bar-coded
`Craig, et al.
`multiplexed sequencing. Nat Methods. Oct. 2008;5(10):887-93. doi:
`10.1038/nmeth.1251. Epub Sep. 14, 2008.
`Daines, et a1. High-throughput multiplex sequencing to discover
`copy
`number
`variants
`in Drosophila. Genetics. Aug.
`2009;182(4):935-41. doi: 10.1534/genetics.109.103218. Epub Jun.
`15, 2009.
`D’Antoni, et al. Rapid quantitative analysis using a single molecule
`counting approach. Anal Biochem. May 1, 2006;352(1):97-109.
`Epub Feb. 10, 2006.
`Daser, et al. Interrogation of genomes by molecular copy-number
`counting (MCC). Nature Methods, 3(6): 447-453 (2006).
`De Saizieu, et a1. Bacterial transcript imaging by hybridization of
`total RNA to oligonucleotide arrays. Nature Biotechnology, 16:
`45-48 (1998).
`Diehl, et a1. Circulating mutant DNA to assess tumor dynamics. Nat
`Med. Sep. 2008;14(9):985-90. doi: 10.1038/nm.1789. Epub Jul. 31,
`2007.
`Diehl, et al. Detection and quantification of mutations in the plasma
`of patients with colorectal tumors. Proc Natl Acad Sci U S A. Nov.
`8, 2005;102(45):16368-73. Epub Oct. 28, 2005.
`Ding, et al. Clonal evolution in relapsed acute myeloid leukaemia
`revealed
`by whole-genome
`sequencing. Nature.
`Jan.
`11,
`2012;481(7382):506-10. doi: 10.1038/nature10738.
`Ehrich, et al. Noninvasive detection of fetal trisomy 21 by sequenc-
`ing of DNA in maternal blood: a study in a clinical setting. Am J
`Obstet Gynecol. Mar. 2011;204(3):205.e1-11. doi: 10.1016/j.ajog.
`2010.12.060. Epub Feb. 18, 2011.
`Eisenmann, et al. 5q-myelodysplastic syndromes: chromosome 5q
`genes direct a tumor-suppression network sensing actin dynamics.
`Oncogene. Oct. 1, 2009;28(39):3429-41. doi: 10.1038/onc.2009.
`207. Epub Jul. 13, 2009.
`Elshire, et al. A robust, simple genotyping-by-sequencing (GBS)
`approach for high diversity species. PLoS One. May 4,
`2011;6(5):e19379. doi: 10.1371/journal.pone.0019379.
`European search report and search opinion dated Mar. 29, 2016 for
`EP Application No. 138344270.
`Fan, et al. Microfluidic digital PCR enables rapid prenatal diagnosis
`of fetal aneuploidy. Am Obstet Gynecol. 2009; 200:543.e1-543.e7.
`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. doi: 10.1073/pnas.0808319105.
`Epub Oct. 6, 2008.
`Fan, et a1. Non-invasive prenatal measurement of the fetal genome.
`Nature. Jul. 19, 2012;487(7407):320-4. doi: 10.1038/nature11251.
`Fan, et al. Parallel Genotyping of Human SNPs Using Generic
`High-density Oligonucleotide Tag Arrays. Genome Research, 10:
`853-860 (2000).
`Fonatsch, C. The role of chromosome 21 in hematology and
`oncology. Genes Chromosomes Cancer. Jun. 2010;49(6):497-508.
`doi: 10.1002/gcc.20764.
`Forster, et a1. From next-generation sequencing alignments to
`accurate comparison and validation of single-nucleotide variants:
`the pibase software. Nucleic Acids Res. Jan. 7, 2013;41(1):e16. doi:
`10.1093/nar/gks836. Epub Sep. 10, 2012.
`Fournie, et al. Plasma DNA as a marker of cancerous cell death.
`Investigations in patients suffering from lung cancer and in nude
`mice bearing human tumours. Cancer Lett. May 8, 1995;91(2):221-
`7.
`Freeman, et al. Profiling the T-cell receptor beta-chain repertoire by
`massively
`parallel
`sequencing.
`Genome
`Res.
`Oct.
`2009;19(10):1817-24. doi: 10.1101/gr.092924.109. Epub Jun. 18,
`2009.
`Fu, et al. Counting individual DNA molecules by the stochastic
`attachment of diverse labels. Proc Natl Acad Sci U S A. May 31,
`2011;108(22):9026-31. Epub May 11, 2011.
`Fujiwara, et al.
`Identification of epigenetic aberrant promoter
`methylation in serum DNA is useful for early detection of lung
`cancer. Clin Cancer Res. Feb. 1, 2005;11(3):1219-25.
`Fujiwara, et al. Plasma DNA microsatellites as tumor-specific
`markers and indicators of tumor progression in melanoma patients.
`Cancer Res. Apr. 1, 1999;59(7):1567-71.
`
`PGDX EX. 1001
`
`Page 4 0f 56
`
`PGDX EX. 1001
`Page 4 of 56
`
`

`

`US 9,840,743 B2
`Page 5
`
`(56)
`
`References Cited
`OTHER PUBLICATIONS
`
`Gerry, et al. Universal DNA microarray method for multiplex
`detection of low abundance point mutations. Journal of Molecular
`Biology, 292(2): 251-262 (1999).
`Gillespie. Exact stochastic simulation of coupled chemical reac-
`tions. The Journal of Physical Chemistry, 81(25): 2340-2361
`(1977).
`Gordian, et al. Serum free circulating DNA is a useful biomarker to
`distinguish benign versus malignant prostate disease. Cancer
`Epidemiol Biomarkers Prey. Aug. 2010;19(8):1984-91.
`doi:
`10.1158/1055-9965.EPI-10-0287. Epub Jul. 20, 2010.
`Gormally, et al. Amount of DNA in plasma and cancer risk: a
`prospective study. Int J Cancer. Sep. 20, 2004;111(5):746-9.
`Grant, et al. SNP genotyping on a genome-wide amplified DOP-
`PCR template. Nucleic Acids Res. Nov. 15, 2002;30(22):e125.
`Grutzmann, et al. Sensitive detection of colorectal cancer in periph-
`eral blood by septin 9 DNA methylation assay. PLoS One.
`2008;3(11):e3759. doi: 10.1371/journal.pone.0003759. Epub Nov.
`19, 2008.
`Gundry, et al. Direct, genome-wide assessment of DNA mutations
`in single cells. Nucleic Acids Res. Mar. 2012;40(5):2032-40. doi:
`10.1093/nar/gkr949. Epub Nov. 15, 2011.
`Gundry, et al. Direct mutation analysis by high-throughput sequenc-
`ing: from germline to low-abundant, somatic variants. Mutat Res.
`Jan. 3, 2012;729(1-2):1-15. doi: 10.1016/mrfmmm.2011.10.001.
`Epub Oct. 12, 2011.
`Hacia, et al. Determination of ancestral alleles for human single-
`nucleotide polymorphisms using high-density oligonucleotide
`arrays. Nature Genetics, 22: 164-167 (1999).
`Hamady, et al. Error-correcting barcoded primers for pyrosequenc-
`ing hundreds of samples
`in multiplex. Nat Methods. Mar.
`2008;5(3):235-7. doi: 10.1038/nmeth.1184. Epub Feb. 10, 2008.
`Hensel, et al. Simultaneous identification of bacterial virulence
`genes by negative selection. Science. Jul. 21, 1995;269(5222):400-
`3.
`Hiatt, et al. Parallel, tag-directed assembly of locally derived short
`sequence reads. Nat Methods. Feb. 2010;7(2):119-22. doi: 10.1038/
`nmeth.1416. Epub Jan. 17, 2010.
`Hiatt, et al. Single molecule molecular inversion probes for targeted,
`high-accuracy detection of low-frequency variation. Genome Res.
`May 2013;23(5):843-54. doi: 10.1101/gr.147686.112. Epub Feb. 4,
`2013.
`Hibi, et al. Molecular detection of genetic alterations in the serum
`of colorectal cancer patients. Cancer Res. Apr. 1, 1998;58(7):1405-
`7.
`Holdenrieder, et al. Circulating nucleosomes and cytokeratin
`19-fragments in patients with colorectal cancer during chemo-
`therapy. Anticancer Res. May-Jun. 2005;25(3A):1795-801.
`Holies, et al. A stochastic approach to count RNA molecules using
`DNA sequencing methods. Lecture Notes in Computer Science,
`2812: 55-62 (2003).
`Hoque, et al. Detection of aberrant methylation of four genes in
`plasma DNA for the detection of breast cancer. J Clin Oncol. Sep.
`10, 2006;24(26):4262-9. Epub Aug. 14, 2006.
`Howe, et al. Retinoblastoma growth suppressor and a 300-kDa
`protein appear to regulate cellular DNA synthesis.Proc Natl Acad
`Sci U S A. Aug. 1990;87(15):5883-7.
`Hug, et al. Measurement of the number of molecules of a single
`mRNA species in a complex mRNA preparation. J Theor Biol. Apr.
`21, 2003;221(4):615-24.
`Hyland, et al. The normal and tumor spectrum of copy number
`variation: Copy number alterations correlate with changes in gene
`expression in tumor transcriptome. Nov. 15, 2009. 1 page. Retreived
`from:<
`https://tools.thermofisher.com/contents/sfs/posters/cmsi
`073633.pd1>.
`Iafrate, et al. Detection of large-scale variation in the human
`genome. Nat Genet. Sep. 2004;36(9):949-51. Epub Aug. 1, 2004.
`Ikeguchi, et al. Detection of loss of heterozygosityat microsatellite
`loci
`in
`esophageal
`squamous-cell
`carcinoma. Oncology.
`1999;56(2):164-8.
`
`Ingolia, et al. Genome-wide analysis in vivo of translation with
`nucleotide resolution using ribosome profiling. Science. Apr. 10,
`2009;324(5924):218-23. Epub Feb. 12, 2009.
`International search report and written opinion dated Apr. 3, 2015
`for PCT/US2014/072383.
`International search report and written opinion dated May 7, 2012
`for PCT/IB2011/003160.
`International search report and written opinion dated Jun. 6, 2012
`for PCT/US2011/065291.
`“International search report and written opinion dated Jul. 15, 2015
`for PCT/US2015/030639.”
`International search report and written opinion dated Sep. 5, 2014
`for PCT/US2014/000048.
`International search report and written opinion dated Nov. 18, 2013
`for PCT/US2013/058061.
`Jabara, C. Capturing the cloud: High throughput sequencing of
`multiple individual genomes from a retroviral population. Biology
`Lunch Bunch Series, Training Initiatives in Biomedical & Biologi-
`cal Sciences of the University of North Carolina at Chapel Hill, Apr.
`23, 2010.
`Jabara, et al. Accurate sampling and deep sequencing of the HIV-1
`protease gene using a Primer ID. (Paper # 665), The 18th Annual
`Conference on Retroviruses and Opportunistic Infections, Boston,
`Massachusetts, Mar. 2011.
`Jabara, et al. Accurate sampling and deep sequencing of the HIV-1
`protease gene using a Primer ID. Proc Natl Acad Sci U S A. Dec.
`13, 2011;108(50):20166-71. doi: 10.1073/pnas.1110064108. Epub
`Nov. 30, 2011.
`Jahr, et al. DNA fragments in the blood plasma of cancer patients:
`quantitations and evidence for their origin from apoptotic and
`necrotic cells. Cancer Res. Feb. 15, 2001;61(4):1659-65.
`Jeronimo, et al. Quantitative GSTPl hypermethylation in bodily
`fluids
`of
`patients with
`prostate
`cancer. Urology. Dec.
`2002;60(6):1131-5.
`Kanagawa. Bias and artifacts in multitemplate polymerase chain
`reactions (PCR), 2003, Journal of Bioscience and Bioengineering,
`vol. 96, No. 4, p. 317-323.
`Kimura, et al. EGFR mutation status in tumour-derived DNA from
`pleural effusion fluid is a practical basis for predicting the response
`to gefitinib. Br J Cancer. Nov. 20, 2006;95(10):1390-5. Epub Oct.
`24, 2006.
`Kinde, et al. Detection and quantification of rare mutations with
`massively parallel sequencing, Jun. 7, 2011, PNAS, vol. 108, No.
`23, p. 9530-9535.
`Kivioja, et al. Counting absolute numbers of molecules using
`unique molecular identifiers. Nat Methods. Nov. 20, 2011;9(1):72-4.
`doi: 10.1038/nmeth.1778.
`Koboldt, et al. Massively parallel sequencing approaches for char-
`acterization of structural variation. Aug. 12, 2011. Methods Mol
`Biol. 2012;838:369-84. doi: 10.1007/978-1-61779-507-7718.
`Kolble, et al. Microsatellite alterations in serum DNA of patients
`with colorectal cancer. Lab Invest. Sep. 1999;79(9):1145-50.
`Konig, et al. iCLIP reveals the function of hnRNAP particles in
`splicing at individual nucleotide resolution, Jul. 2010, Nature Struc-
`tural & Molecular Biology, 17(7):909-916.
`Kopreski, et al. Detection of mutant K-ras DMA in plasma or serum
`ofpatients with colorectal cancer. Br J Cancer. 1997;76(10): 1293 -9.
`Koyanagi, et al. Association of circulating tumor cells with serum
`tumor-related methylated DNA in peripheral blood of melanoma
`patients. Cancer Res. Jun. 15, 2006;66(12):6111-7.
`Lam, et al. Plasma DNA as a prognostic marker for stroke patients
`with negative neuroimaging within the first 24 h of symptom onset.
`Resuscitation. Jan. 2006;68(1):71-8. Epub Dec. 1, 2005.
`Larson, et al. A single molecule view of of gene expression. Trends
`Cell Biol. Nov. 2009;19(11):630-7. Epub Oct. 8, 2009.
`Leary, et al. Detection of chromosomal alterations in the circulation
`of cancer patients with whole-genome sequencing. Sci Transl Med.
`Nov.
`28,
`2012;4(162):162ra154.
`doi:
`10.1126/scitranslmed.
`3004742.
`Leary, et al. Development of personalized tumor biomarkers using
`massively parallel
`sequencing.
`Sci Transl Med. Feb.
`24,
`2010;2(20):20ra14. doi: 10.1126/scitranslmed.3000702.
`
`PGDX EX. 1001
`
`Page 5 0f 56
`
`PGDX EX. 1001
`Page 5 of 56
`
`

`

`US 9,840,743 B2
`
`Page 6
`
`(56)
`
`References Cited
`OTHER PUBLICATIONS
`
`Lecomte, et al. Detection of free-circulating tumor-associated DNA
`in plasma of colorectal cancer patients and its association with
`prognosis. Int J Cancer. Aug. 10, 2002;100(5):542-8.
`Leon, et al. Free DNA in the serum of cancer patients and the effect
`of therapy. Cancer Res. Mar. 1977;37(3):646-50.
`Leung, et al. Plasma Epstein-Barr viral deoxyribonucleic acid
`quantitation complements tumor-node-metastasis staging prognos-
`tication in nasopharyngeal carcinoma.
`J Clin Oncol. Dec.
`1,
`2006;24(34):5414-8.
`Li, et al. Mapping short DNA sequencing reads and calling variants
`using mapping
`quality
`scores.
`Genome
`Res.
`Nov.
`2008;18(11):1851-8. doi: 10.1101/gr.078212.108. Epub Aug. 19,
`2008.
`Li, et al. Structure-independent and quantitative ligation of single-
`stranged DNA. Anal Biochem. Feb. 15, 2006;349(2):242-6. Epub
`Nov. 18, 2005.
`Lizardi, et al. Mutation detection and single-molecule counting
`using isothermal
`rolling-circle amplification. Nat Genet.
`Jul.
`1998;19(3):225-32.
`Lo, et al. Quantitative analysis of cell-free Epstein-Barr virus DNA
`in plasma of patients with nasopharyngeal carcinoma. Cancer Res.
`Mar. 15, 1999;59(6):1188-91.
`Lockhart, et al. Expression monitoring by hybridization to high-
`density oligonucleotide arrays. Nature Biotechnology, 14: 1675-
`1680 (1996).
`Lucito, et al. Detecting gene copy number fluctuations in tumor cells
`by microarray analysis of genomic representations. Genome Res.
`\Iov. 2000;10(11):1726-36.
`VIaamar, et al. Noise in Gene Expression Determines Cell Fate in
`Bacillus subtilis. Science, 317: 526-529 (2007).
`VIahmud, et al. Fast MCMC sampling for hidden Markov Models
`to determine copy number variations. BMC Bioinformatics. Nov. 2,
`2011;12:428. doi: 10.1186/1471-2105-12-428.
`VIakrigiorgos, et al., A PCR-Based amplification method retaining
`quantative difference between two complex genomes. Nature Bio-
`tech, vol. 20, No. 9, pp. 936-939 (Sep. 2002).
`VIandel, et al. Les acides nucleiques du pla

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