IP Library Granted Patent US 12,431,221
Granted Patent B2
US 12,431,221 · App. 18/534,002 · Granted Sep 30, 2025

Window-based method for determining inherited segments

Inventors: Linda Avey (Lafayette, CA); Oleksiy Khomenko (Stanford, CA); Brian Thomas Naughton (Mountain View, CA); Serge Saxonov (Oakland, CA); Anne Wojcicki (Palo Alto, CA); Alexander Wong (Palo Alto, CA)
Assignee: 23andMe, Inc.
G16B45/00G16B20/20G16B20/40G16B10/00G16B20/00G16B30/00
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Quick Facts
Patent No.
US 12,431,221
App. No.
18/534,002
Granted
Sep 30, 2025
Kind
B2
Abstract

Displaying a comparison of genetic data is disclosed, including receiving an indication of a first individual, receiving an indication of a second individual, retrieving the genotypic information for the first individual and the second individual, comparing the genotypic information of the first individual and the second individual, displaying an indication of the comparison of the genotypic information of the first individual and the second individual graphically. A first graphical symbol is used to display an indication of the genome regions for which the first individual and the second individual are identical. A second graphical symbol is used to display an indication of the genome regions for which the first individual and the second individual are half identical.

Claims (45)

1. A computer-implemented method comprising:

receiving a selection of at least one of a first individual and a second individual;

retrieving, from a database, representations of genetic sequences of the first individual and the second individual, wherein the genetic sequences include values for genetic markers therein;

performing a window-based comparison of the representations of the genetic sequences of the first individual and the second individual;

identifying, as identical segments, windows in which the values of the genetic markers in both of the genetic sequences are identical for the first individual and the second individual;

identifying, as non-identical segments, the windows in which the values of the genetic markers are not identical for the first individual and the second individual; and

providing for display, on a graphical user interface, a visual indication of the genetic sequences wherein: a first color, shading, or fill pattern is used to depict locations of the identical segments, and a second color, shading, or fill pattern is used to depict locations of the non-identical segments.

2. The computer-implemented method of claim 1 , wherein the genetic sequences are diploid sequences, the method further comprising:

identifying, as half-identical segments, the windows for which the values of the genetic markers in only one of the diploid sequences are identical for the first individual and the second individual, and

wherein the visual indication of the genetic sequences includes a third color, shading, or fill pattern used to depict locations of the half-identical segments.

3. The computer-implemented method of claim 1 , wherein the windows are of a fixed size.

4. The computer-implemented method of claim 3 , wherein the fixed size is 10 Centimorgans in length.

5. The computer-implemented method of claim 1 , wherein the visual indication includes a subset of the genetic sequences that are related to a type of the genetic sequences.

6. The computer-implemented method of claim 5 , wherein the type comprises a particular trait or a particular location within the genetic sequences.

7. The computer-implemented method of claim 5 , wherein the type is a one of traits relating to bitter tasting, circadian rhythm, endurance, female fertility, immune system compatibility, non-bitter tasting, pigmentation, or weight body mass index.

8. The computer-implemented method of claim 5 , wherein the type comprises a user-specified type of genotypic information.

9. The computer-implemented method of claim 1 , wherein the visual indication includes all of the genetic sequences for a given genome.

10. The computer-implemented method of claim 1 , wherein a common shape is used to depict locations of the identical segments and the non-identical segments.

11. The computer-implemented method of claim 1 , wherein different shapes are used to depict locations of the identical segments and the non-identical segments.

12. The computer-implemented method of claim 1 , wherein a further color, shading, or fill pattern is used to depict segments that do not contain enough of the genetic markers to determine whether they are identical or non-identical.

13. The computer-implemented method of claim 1 , wherein the visual indication of the genetic sequences for the identical segments and the non-identical segments include separate indications for each chromosome in the genetic sequences.

14. A non-transitory computer readable storage medium comprising computer instructions that, when executed by one or more processors, cause a computing system to perform operations comprising:

receiving a selection of at least one of a first individual and a second individual;

retrieving, from a database, representations of genetic sequences of the first individual and the second individual, wherein the genetic sequences include values for genetic markers therein;

performing a window-based comparison of the representations of the genetic sequences of the first individual and the second individual;

identifying, as identical segments, windows in which the values of the genetic markers in both of the genetic sequences are identical for the first individual and the second individual;

identifying, as non-identical segments, the windows in which the values of the genetic markers are not identical for the first individual and the second individual; and

providing for display, on a graphical user interface, a visual indication of the genetic sequences wherein: a first color, shading, or fill pattern is used to depict locations of the identical segments, and a second color, shading, or fill pattern is used to depict locations of the non-identical segments.

15. The non-transitory computer readable storage medium of claim 14 , wherein the genetic sequences are diploid sequences, the operations further comprising:

identifying, as half-identical segments, the windows for which the values of the genetic markers in only one of the diploid sequences are identical for the first individual and the second individual, and

wherein the visual indication of the genetic sequences includes a third color, shading, or fill pattern used to depict locations of the half-identical segments.

16. The non-transitory computer readable storage medium of claim 14 , wherein the visual indication includes a subset of the genetic sequences that are related to a type of the genetic sequences, and wherein the type comprises a particular trait or a particular location within the genetic sequences.

17. The non-transitory computer readable storage medium of claim 14 , wherein the visual indication includes a subset of the genetic sequences that are related to a type of the genetic sequences, and wherein the type is a one of traits relating to bitter tasting, circadian rhythm, endurance, female fertility, immune system compatibility, non-bitter tasting, pigmentation, or weight body mass index.

18. The non-transitory computer readable storage medium of claim 14 , wherein a further color, shading, or fill pattern is used to depict segments that do not contain enough of the genetic markers to determine whether they are identical or non-identical.

19. The non-transitory computer readable storage medium of claim 14 , wherein the visual indication of the genetic sequences for the identical segments and the non-identical segments include separate indications for each chromosome in the genetic sequences.

20. A computing system comprising:

one or more processors;

memory; and

program instructions, stored in the memory, that upon execution by the one or more processors cause the computing system to perform operations comprising:

receiving a selection of at least one of a first individual and a second individual;

retrieving, from a database, representations of genetic sequences of the first individual and the second individual, wherein the genetic sequences include values for genetic markers therein;

performing a window-based comparison of the representations of the genetic sequences of the first individual and the second individual;

identifying, as identical segments, windows in which the values of the genetic markers in both of the genetic sequences are identical for the first individual and the second individual;

identifying, as non-identical segments, the windows in which the values of the genetic markers are not identical for the first individual and the second individual; and

providing for display, on a graphical user interface, a visual indication of the genetic sequences wherein: a first color, shading, or fill pattern is used to depict locations of the identical segments, and a second color, shading, or fill pattern is used to depict locations of the non-identical segments.

Assignments (4)
CORRECTIVE ASSIGNMENT TO CORRECT THE APP. NO. 63806415 TO 63806145 AND APPL NO. 17721779 TO 17731779 PREVIOUSLY RECORDED ON REEL 73168 FRAME 531. ASSIGNOR(S) HEREBY CONFIRMS THE CHANGE OF NAME. Recorded Jan 6, 2026
From: 23ANDME PGS LLC
To: 23ANDME GENOMICS LLC
Reel/Frame 074434/0334 →
CHANGE OF NAME Recorded Oct 22, 2025
From: 23ANDME PGS LLC
To: 23ANDME GENOMICS LLC
Reel/Frame 073168/0531 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 26, 2025
From: 23ANDME, INC.
To: 23ANDME PGS LLC
Reel/Frame 072562/0795 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 8, 2023
From: AVEY, LINDA; KHOMENKO, OLEKSIY; NAUGHTON, BRIAN THOMAS; SAXONOV, SERGE; WOJCICKI, ANNE; WONG, ALEXANDER
To: 23ANDME, INC.
Reel/Frame 065815/0103 →
Continuity (5)
Continuation 18198699 · May 17, 2023
Continuation 16295399 · Mar 7, 2019
Continuation 12288096 · Oct 15, 2008
Provisional Application 60999065 · Oct 15, 2007
Related Publication 20240112758A1 · Apr 4, 2024
References Cited (258)
US 5376526A · Brown · 1994 [cited by applicant]
US 6750011B1 · Perlin · 2004 [cited by applicant]
US 6812339B1 · Venter · 2004 [cited by applicant]
US 7797302B2 · Kenedy · 2010 [cited by applicant]
US 7818281B2 · Kennedy · 2010 [cited by applicant]
US 7818310B2 · Kenedy · 2010 [cited by applicant]
US 7844609B2 · Kenedy · 2010 [cited by applicant]
US 7917438B2 · Kenedy · 2011 [cited by applicant]
US 7933912B2 · Kenedy · 2011 [cited by applicant]
US 7941329B2 · Kenedy · 2011 [cited by applicant]
US 7941434B2 · Kenedy · 2011 [cited by applicant]
US 7957907B2 · Sorenson · 2011 [cited by applicant]
US 8024348B2 · Kenedy · 2011 [cited by applicant]
US 8051033B2 · Kenedy · 2011 [cited by applicant]
US 8055643B2 · Kenedy · 2011 [cited by applicant]
US 8065324B2 · Kenedy · 2011 [cited by applicant]
US 8099424B2 · Kenedy · 2012 [cited by applicant]
US 8108406B2 · Kenedy · 2012 [cited by applicant]
US 8185461B2 · Kenedy · 2012 [cited by applicant]
US 8187811B2 · Eriksson · 2012 [cited by applicant]
US 8200509B2 · Kenedy · 2012 [cited by applicant]
US 8209319B2 · Kenedy · 2012 [cited by applicant]
US 8224835B2 · Kenedy · 2012 [cited by applicant]
US 8255403B2 · Kenedy · 2012 [cited by applicant]
US 8326648B2 · Kenedy · 2012 [cited by applicant]
US 8386519B2 · Kenedy · 2013 [cited by applicant]
US 8428886B2 · Wong · 2013 [cited by applicant]
US 8452619B2 · Kenedy · 2013 [cited by applicant]
US 8458097B2 · Kenedy · 2013 [cited by applicant]
US 8458121B2 · Kenedy · 2013 [cited by applicant]
US 8463554B2 · Hon · 2013 [cited by applicant]
US 8510057B1 · Avey · 2013 [cited by applicant]
US 8543339B2 · Wojcicki · 2013 [cited by applicant]
US 8589437B1 · Khomenko · 2013 [cited by applicant]
US 8606761B2 · Kenedy · 2013 [cited by applicant]
US 8645343B2 · Wong · 2014 [cited by applicant]
US 8655899B2 · Kenedy · 2014 [cited by applicant]
US 8655908B2 · Kenedy · 2014 [cited by applicant]
US 8655915B2 · Kenedy · 2014 [cited by applicant]
US 8738297B2 · Sorenson · 2014 [cited by applicant]
US 8786603B2 · Rasmussen · 2014 [cited by applicant]
US 8788283B2 · Kenedy · 2014 [cited by applicant]
US 8788286B2 · Kenedy · 2014 [cited by applicant]
US 8855935B2 · Myres · 2014 [cited by applicant]
US 8990250B1 · Chowdry · 2015 [cited by applicant]
US 9031870B2 · Kenedy · 2015 [cited by applicant]
US 9116882B1 · Macpherson · 2015 [cited by applicant]
US 9170992B2 · Kenedy · 2015 [cited by applicant]
US 9213944B1 · Do · 2015 [cited by applicant]
US 9213947B1 · Do · 2015 [cited by applicant]
US 9218451B2 · Wong · 2015 [cited by applicant]
US 9336177B2 · Hawthorne · 2016 [cited by applicant]
US 9367663B2 · Deciu · 2016 [cited by applicant]
US 9367800B1 · Do · 2016 [cited by applicant]
US 9390225B2 · Barber · 2016 [cited by applicant]
US 9405818B2 · Chowdry · 2016 [cited by applicant]
US 9582647B2 · Kenedy · 2017 [cited by applicant]
US 9836576B1 · Do · 2017 [cited by applicant]
US 9864835B2 · Avey · 2018 [cited by applicant]
US 9977708B1 · Do · 2018 [cited by applicant]
US 10025877B2 · Macpherson · 2018 [cited by applicant]
US 10162880B1 · Chowdry · 2018 [cited by applicant]
US 10275569B2 · Avey · 2019 [cited by applicant]
US 10296847B1 · Do · 2019 [cited by applicant]
US 10379812B2 · Kenedy · 2019 [cited by applicant]
US 10432640B1 · Hawthorne · 2019 [cited by applicant]
US 10437858B2 · Naughton · 2019 [cited by applicant]
US 10516670B2 · Hawthorne · 2019 [cited by applicant]
US 10572831B1 · Do · 2020 [cited by applicant]
US 10643740B2 · Avey · 2020 [cited by applicant]
US 10658071B2 · Do · 2020 [cited by applicant]
US 10691725B2 · Naughton · 2020 [cited by applicant]
US 10699803B1 · Do · 2020 [cited by applicant]
US 10755805B1 · Do · 2020 [cited by applicant]
US 10777302B2 · Chowdry · 2020 [cited by applicant]
US 10790041B2 · Macpherson · 2020 [cited by applicant]
US 10803134B2 · Kenedy · 2020 [cited by applicant]
US 10841312B2 · Hawthorne · 2020 [cited by applicant]
US 10854318B2 · Macpherson · 2020 [cited by applicant]
US 10891317B1 · Chowdry · 2021 [cited by applicant]
US 10896233B2 · Kenedy · 2021 [cited by applicant]
US 10936626B1 · Naughton · 2021 [cited by applicant]
US 10957455B2 · Kenedy · 2021 [cited by applicant]
US 10991467B2 · Kenedy · 2021 [cited by applicant]
US 10999285B2 · Hawthorne · 2021 [cited by applicant]
US 11003694B2 · Kenedy · 2021 [cited by applicant]
US 11031101B2 · Hon · 2021 [cited by applicant]
US 11049589B2 · Hon · 2021 [cited by applicant]
US 11170047B2 · Macpherson · 2021 [cited by applicant]
US 11170873B2 · Avey · 2021 [cited by applicant]
US 11171962B2 · Hawthorne · 2021 [cited by applicant]
US 11875879B1 · Avey · 2024 [cited by examiner]
US 20030172065A1 · Sorenson · 2003 [cited by examiner]
US 20040081996A1 · Landers · 2004 [cited by examiner]
US 20040126840A1 · Cheng · 2004 [cited by applicant]
US 20040229231A1 · Frudakis · 2004 [cited by applicant]
US 20040241730A1 · Yakhini · 2004 [cited by applicant]
US 20040248086A9 · Ginns · 2004 [cited by applicant]
US 20050089852A1 · Lee · 2005 [cited by applicant]
US 20050147947A1 · Cookson, Jr. · 2005 [cited by applicant]
US 20070037182A1 · Gaskin · 2007 [cited by applicant]
US 20070250809A1 · Kennedy · 2007 [cited by applicant]
US 20080131887A1 · Stephan · 2008 [cited by applicant]
US 20080227063A1 · Kenedy · 2008 [cited by applicant]
US 20080228043A1 · Kenedy · 2008 [cited by applicant]
US 20080228410A1 · Kenedy · 2008 [cited by applicant]
US 20080228451A1 · Kenedy · 2008 [cited by applicant]
US 20080228677A1 · Kenedy · 2008 [cited by applicant]
US 20080228698A1 · Kenedy · 2008 [cited by applicant]
US 20080228699A1 · Kenedy · 2008 [cited by applicant]
US 20080228700A1 · Kenedy · 2008 [cited by applicant]
US 20080228701A1 · Kenedy · 2008 [cited by applicant]
US 20080228702A1 · Kenedy · 2008 [cited by applicant]
US 20080228704A1 · Kenedy · 2008 [cited by applicant]
US 20080228705A1 · Kenedy · 2008 [cited by applicant]
US 20080228706A1 · Kenedy · 2008 [cited by applicant]
US 20080228708A1 · Kenedy · 2008 [cited by applicant]
US 20080228722A1 · Kenedy · 2008 [cited by applicant]
US 20080228753A1 · Kenedy · 2008 [cited by applicant]
US 20080228756A1 · Kenedy · 2008 [cited by applicant]
US 20080228757A1 · Kenedy · 2008 [cited by applicant]
US 20080228765A1 · Kenedy · 2008 [cited by applicant]
US 20080228766A1 · Kenedy · 2008 [cited by applicant]
US 20080228767A1 · Kenedy · 2008 [cited by applicant]
US 20080228768A1 · Kenedy · 2008 [cited by applicant]
US 20080228797A1 · Kenedy · 2008 [cited by applicant]
US 20080243843A1 · Kenedy · 2008 [cited by applicant]
US 20090043752A1 · Kenedy · 2009 [cited by applicant]
US 20090099789A1 · Stephan · 2009 [cited by applicant]
US 20090112871A1 · Hawthorne · 2009 [cited by applicant]
US 20090118131A1 · Avey · 2009 [cited by applicant]
US 20090119083A1 · Avey · 2009 [cited by applicant]
US 20100042438A1 · Moore · 2010 [cited by applicant]
US 20100063830A1 · Kenedy · 2010 [cited by applicant]
US 20100063835A1 · Kenedy · 2010 [cited by applicant]
US 20100063865A1 · Kenedy · 2010 [cited by applicant]
US 20100063930A1 · Kenedy · 2010 [cited by applicant]
US 20100070292A1 · Kenedy · 2010 [cited by applicant]
US 20100070455A1 · Halperin · 2010 [cited by applicant]
US 20100076950A1 · Kenedy · 2010 [cited by applicant]
US 20100076988A1 · Kenedy · 2010 [cited by applicant]
US 20100169262A1 · Kenedy · 2010 [cited by applicant]
US 20100169313A1 · Kenedy · 2010 [cited by applicant]
US 20100169338A1 · Kenedy · 2010 [cited by applicant]
US 20100223281A1 · Hon · 2010 [cited by applicant]
US 20110078168A1 · Kenedy · 2011 [cited by applicant]
US 20110184656A1 · Kenedy · 2011 [cited by applicant]
US 20120270190A1 · Kenedy · 2012 [cited by applicant]
US 20120270794A1 · Eriksson · 2012 [cited by applicant]
US 20130345988A1 · Avey · 2013 [cited by applicant]
US 20140006433A1 · Hon · 2014 [cited by applicant]
US 20140067355A1 · Noto · 2014 [cited by applicant]
US 20150227610A1 · Chowdry · 2015 [cited by applicant]
US 20150248473A1 · Kenedy · 2015 [cited by applicant]
US 20150347566A1 · Kenedy · 2015 [cited by applicant]
US 20160026755A1 · Byrnes · 2016 [cited by applicant]
US 20160042143A1 · Kenedy · 2016 [cited by applicant]
US 20160103950A1 · Myres · 2016 [cited by applicant]
US 20160171155A1 · Do · 2016 [cited by applicant]
US 20160277408A1 · Hawthorne · 2016 [cited by applicant]
US 20160350479A1 · Han · 2016 [cited by applicant]
US 20170011042A1 · Kermany · 2017 [cited by applicant]
US 20170017752A1 · Noto · 2017 [cited by applicant]
US 20170053089A1 · Kenedy · 2017 [cited by applicant]
US 20170185719A1 · Kenedy · 2017 [cited by applicant]
US 20170220738A1 · Barber · 2017 [cited by applicant]
US 20170228498A1 · Hon · 2017 [cited by applicant]
US 20170277827A1 · Granka · 2017 [cited by applicant]
US 20170277828A1 · Avey · 2017 [cited by applicant]
US 20170329866A1 · Macpherson · 2017 [cited by applicant]
US 20170329891A1 · Macpherson · 2017 [cited by applicant]
US 20170329899A1 · Bryc · 2017 [cited by applicant]
US 20170329901A1 · Chowdry · 2017 [cited by applicant]
US 20170329902A1 · Bryc · 2017 [cited by applicant]
US 20170329904A1 · Naughton · 2017 [cited by applicant]
US 20170329915A1 · Kittredge · 2017 [cited by applicant]
US 20170329924A1 · Macpherson · 2017 [cited by applicant]
US 20170330358A1 · Macpherson · 2017 [cited by applicant]
US 20180181710A1 · Avey · 2018 [cited by applicant]
US 20180210705A1 · Kenedy · 2018 [cited by applicant]
US 20180307778A1 · Macpherson · 2018 [cited by applicant]
US 20190012431A1 · Hon · 2019 [cited by applicant]
US 20190034163A1 · Kenedy · 2019 [cited by applicant]
US 20190267115A1 · Avey · 2019 [cited by applicant]
US 20190281061A1 · Hawthorne · 2019 [cited by applicant]
US 20190384777A1 · Naughton · 2019 [cited by applicant]
US 20200137063A1 · Hawthorne · 2020 [cited by applicant]
US 20200210143A1 · Kenedy · 2020 [cited by applicant]
US 20200372974A1 · Chowdry · 2020 [cited by applicant]
US 20210020266A1 · Freyman · 2021 [cited by applicant]
US 20210043278A1 · Hon · 2021 [cited by applicant]
US 20210043279A1 · Hon · 2021 [cited by applicant]
US 20210043280A1 · Hon · 2021 [cited by applicant]
US 20210043281A1 · Macpherson · 2021 [cited by applicant]
US 20210058398A1 · Hawthorne · 2021 [cited by applicant]
US 20210082167A1 · Jewett · 2021 [cited by applicant]
US 20210166452A1 · Jewett · 2021 [cited by applicant]
US 20210166823A1 · Kenedy · 2021 [cited by applicant]
US 20210193257A1 · Freyman · 2021 [cited by applicant]
US 20210209134A1 · Kenedy · 2021 [cited by applicant]
US 20210225458A1 · Hon · 2021 [cited by applicant]
US 20210233665A1 · Kenedy · 2021 [cited by applicant]
US 20210243094A1 · Holness · 2021 [cited by applicant]
US 20210250357A1 · Hawthorne · 2021 [cited by applicant]
US 20210313013A1 · Hon · 2021 [cited by applicant]
US 20210375392A1 · Polcari · 2021 [cited by applicant]
AU 2005289765A1 · 2007 [cited by examiner]
CA 2632230A1 · 2007 [cited by examiner]
WO 20060116622W · 2006 [cited by applicant]
WO 2007084902A2 · 2007 [cited by applicant]
WO 2009051768A1 · 2009 [cited by applicant]
WO 2016073953W · 2016 [cited by applicant]
Avalos, et al. “Mendelian Inheritance” Encyclopedia of Molecular Biology (2002) pp. 1-4, John Wiley and Sons Inc. ebook. rretrieved 6/18/20201. [cited by applicant]
Caballero V, Preliminary molecular genetic analysis of the Receptor Interacting Protein 140 (RIP140) in women affected by endometriosis. J Exp Clin Assist Reprod. Aug. 30, 2005;2:11. doi: 10.1186/1743-1050-2-11. PMID: 1… [cited by applicant]
Horton R, et al., Gene map of the extended human MHC. Nat Rev Genet. Dec. 2004;5(12):889-99. doi: 10.1038/nrg1489. PMID: 15573121. [cited by applicant]
Human Genome Landmarks Poster, United States Department of Energy (DOE), p. 6. [retrieved on Jan. 27, 2007] <URL:http//web.archive.org/web/20070127170426/http://www.ornl.gov/sci/techresources/Human Genome/posters/ chrom… [cited by applicant]
International Search Report and Written Opinion, PCT Application PCT/US2008/011806, mailed Dec. 10, 2008. [cited by applicant]
International Search Report and Written Opinion, PCT Application PCT/US2008/011833, mailed Dec. 29, 2008. [cited by applicant]
Lightfoot et al. Quantitative trait loci associated with maximal exercise endurance in mice. (2007) J Applied Physiol. vol. 103, p. 105-110. (Year: 2007). [cited by applicant]
Nievergelt CM, Suggestive evidence for association of the circadian genes PERIOD3 and ARNTL with bipolar disorder. Am J Med Genet B Neuropsychiatr Genet. Apr. 5, 2006;141B(3):234-41. doi: 10.1002/ajmg.b.30252. PMID: 165… [cited by applicant]
Notice of Allowance, U.S. Appl. No. 12/288,026, mailed Sep. 12, 2017. [cited by applicant]
Notice of Allowance, U.S. Appl. No. 12/288,096, mailed Nov. 26, 2018. [cited by applicant]
Notice of Allowance, U.S. Appl. No. 15/829,782, mailed Jun. 18, 2021. [cited by applicant]
Notice of Allowance, U.S. Appl. No. 16/409,574, mailed Jan. 3, 2020. [cited by applicant]
Notice of Allowance, U.S. Appl. No. 18/198,699, mailed Sep. 28, 2023. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,026, mailed Jul. 21, 2011. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,026, mailed Dec. 19, 2011. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,026, mailed Oct. 2, 2013. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,026, mailed Apr. 16, 2014. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,026, mailed Dec. 4, 2014. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,026, mailed May 22, 2015. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,026, mailed Sep. 9, 2016. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,026, mailed Apr. 27, 2017. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,096, mailed Jul. 21, 2011. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,096, mailed Dec. 19, 2011. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,096, mailed Jun. 13, 2013. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,096, mailed Dec. 19, 2013. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,096, mailed Aug. 6, 2014. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,096, mailed Mar. 19, 2015. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,096, mailed Jul. 22, 2015. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,096, mailed Jan. 11, 2016. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,096, mailed Sep. 9, 2016. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,096, mailed Apr. 28, 2017. [cited by applicant]
Office Action, U.S. Appl. No. 12/288,096, mailed Mar. 13, 2018. [cited by applicant]
Office Action, U.S. Appl. No. 15/829,782, mailed Jun. 23, 2020. [cited by applicant]
Office Action, U.S. Appl. No. 15/829,782, mailed Mar. 1, 2021. [cited by applicant]
Office Action, U.S. Appl. No. 16/295,399, mailed Oct. 18, 2022. [cited by applicant]
Office Action, U.S. Appl. No. 16/295,399, mailed Apr. 5, 2023. [cited by applicant]
Office Action, U.S. Appl. No. 16/409,574, mailed Sep. 17, 2019. [cited by applicant]
Office Action, U.S. Appl. No. 18/198,699, mailed Aug. 15, 2023. [cited by applicant]
Osier, et al., “ALFRED: An allele frequency database for anthropology,” American Journal of Physical Anthropology, vol. 119, No. 1, Aug. 14, 2002, pp. 77-83. <doi: 10 . 1002/aipa. l 0094>. [cited by applicant]
Pearson, W.R., et al. “Improved tools for biological sequence comparison,” Proceedings of the National Academy of Sciences (PNAS), Biochemistry, vol. 85, No. 8, Apr. 1, 1988, pp. 2444-2448. [cited by applicant]
Poznik, et al., “A novel framework for sib pair linkage analysis,” The American Journal Human Genetics, vol. 78, Feb. 2006, pp. 222-230. [cited by applicant]
Purcell, et al., “PLINK: a toolset for whole-genome association and population-based linkage analysis”, Am. J. Hum. Genet., vol. 81, Sep. 2007, pp. 559-575. [cited by applicant]
Rao, et al., “SAGE Programs; Model free linkage analysis for complex cardiovascular phentyopes,” Methods in Molecular Medicine, vol. 128, chapter 6, (2006) pp. 61-89. [cited by applicant]
Reed DR, Diverse tastes: Genetics of sweet and bitter perception. Physiol Behav. Jun. 30, 2006;88(3):215-26. doi: 10.1016/j.physbeh.2006.05.033. Epub Jun. 19, 2006. PMID: 16782140; PMCID: PMC1698869. [cited by applicant]
Scuteri A, Genome-wide association scan shows genetic variants in the FTO gene are associated with obesity-related traits. PLoS Genet. Jul. 2007;3(7):e115. doi: 10.1371/journal.pgen. 0030115. PMID: 17658951; PMCID: PMC1… [cited by applicant]
Yang, et al., “Linkers: A simulation programming system for generating populations with genetic structure” Computers in Biology and Medicine, vol. 20, No. 2, 1990, pp. 135-144. [cited by applicant]