31:
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Azizi, Elham; Carr, Ambrose J.; Plitas, George; Cornish, Andrew E.; Konopacki, Catherine; Prabhakaran, Sandhya; Nainys, Juozas; Wu, Kenmin; Kiseliovas, Vaidotas; Setty, Manu; Choi, Kristy; Fromme, Rachel M.; Dao, Phuong; McKenney, Peter T.; Wasti, Ruby C.; Kadaveru, Krishna; Mazutis, Linas; Rudensky,
646:
Laughney, Ashley M.; Hu, Jing; Campbell, Nathaniel R.; Bakhoum, Samuel F.; Setty, Manu; Lavallée, Vincent-Philippe; Xie, Yubin; Masilionis, Ignas; Carr, Ambrose J.; Kottapalli, Sanjay; Allaj, Viola; Mattar, Marissa; Rekhtman, Natasha; Xavier, Joao B.; Mazutis, Linas; Poirier, John T.; Rudin, Charles
351:
from individual samples, due to the asynchrony of cells found in tissue samples. By modeling trajectories as a Markov process, they showed that cells can be assigned probabilities for reaching any given terminal fate along a trajectory. In 2020, the Pe'er and Fabian Theis groups presented CellRank,
498:
Levine, Jacob H.; Simonds, Erin F.; Bendall, Sean C.; Davis, Kara L.; Amir, El-ad D.; Tadmor, Michelle D.; Litvin, Oren; Fienberg, Harris G.; Jager, Astraea; Zunder, Eli R.; Finck, Rachel; Gedman, Amanda L.; Radtke, Ina; Downing, James R.; Pe'Er, Dana; Nolan, Garry P. (2015).
1838:
Levine, Jacob H.; Simonds, Erin F.; Bendall, Sean C.; Davis, Kara L.; Amir, El-ad D.; Tadmor, Michelle D.; Litvin, Oren; Fienberg, Harris G.; Jager, Astraea; Zunder, Eli R.; Finck, Rachel; Gedman, Amanda L.; Radtke, Ina; Downing, James R.; Pe'er, Dana (2015-07-02).
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2014:
Nowotschin, Sonja; Setty, Manu; Kuo, Ying-Yi; Liu, Vincent; Garg, Vidur; Sharma, Roshan; Simon, Claire S.; Saiz, Nestor; Gardner, Rui; Boutet, Stéphane C.; Church, Deanna M.; Hoodless, Pamela A.; Hadjantonakis, Anna-Katerina; Pe'er, Dana (May 2019).
594:
Nowotschin, Sonja; Setty, Manu; Kuo, Ying-Yi; Liu, Vincent; Garg, Vidur; Sharma, Roshan; Simon, Claire S.; Saiz, Nestor; Gardner, Rui; Boutet, Stéphane C.; Church, Deanna M.; Hoodless, Pamela A.; Hadjantonakis, Anna-Katerina; Pe'Er, Dana (2019).
370:
Upon accepting the
International Society for Computational Biology's Overton Prize in 2014, Pe'er said, "Math is rigorous, and biology is messy, so the trick is to find the pattern in the mess, and machine learning provides a powerful toolbox."
352:
an algorithm that uncovers cellular dynamics by combining trajectories based on cell-cell similarity with local RNA velocity information, which identifies nascent transcriptional states by the proportion of spliced-to-unspliced RNA transcripts.
313:, which generate thousands of noisy measurements of gene expression. The approach has been widely applied to genome-scale sequencing data. In her postdoctoral work, she used this framework to study protein signaling networks in multivariate
1663:
Sanchez-Garcia, Félix; Villagrasa, Patricia; Matsui, Junji; Kotliar, Dylan; Castro, Verónica; Akavia, Uri-David; Chen, Bo-Juen; Saucedo-Cuevas, Laura; Rodriguez
Barrueco, Ruth; Llobet-Navas, David; Silva, Jose M.; Pe'er, Dana (2014-12-04).
812:
Bendall, S. C.; Simonds, E. F.; Qiu, P.; Amir, E. -A. D.; Krutzik, P. O.; Finck, R.; Bruggner, R. V.; Melamed, R.; Trejo, A.; Ornatsky, O. I.; Balderas, R. S.; Plevritis, S. K.; Sachs, K.; Pe'Er, D.; Tanner, S. D.; Nolan, G. P. (2011).
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Lange, Marius; Bergen, Volker; Klein, Michal; Setty, Manu; Reuter, Bernhard; Bakhti, Mostafa; Lickert, Heiko; Ansari, Meshal; Schniering, Janine; Schiller, Herbert B.; Pe'er, Dana; Theis, Fabian J. (February 2022).
1190:
729:
Segal, E.; Shapira, M.; Regev, A.; Pe'er, D.; Botstein, D.; Koller, D.; Friedman, N. (2003). "Module networks: Identifying regulatory modules and their condition-specific regulators from gene expression data".
1721:
Amir, El-ad David; Davis, Kara L.; Tadmor, Michelle D.; Simonds, Erin F.; Levine, Jacob H.; Bendall, Sean C.; Shenfeld, Daniel K.; Krishnaswamy, Smita; Nolan, Garry P.; Pe'er, Dana (June 2013).
2714:
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367:. "We are beginning to understand that plasticity is a key hallmark of cancer," said Dr. Pe'er. "It is the cancer cell's plasticity that allows it to make such a switch to survive."
355:
Pe'er applies these methods to model biological questions around cellular plasticity and single-cell phenotypic variation in cancer, developmental biology, and immunology, including
3421:
2419:
1781:
Bendall, Sean C.; Davis, Kara L.; Amir, El-Ad David; Tadmor, Michelle D.; Simonds, Erin F.; Chen, Tiffany J.; Shenfeld, Daniel K.; Nolan, Garry P.; Pe'er, Dana (2014-04-24).
2520:
410:
Sachs, Karen; Perez, Omar; Pe'Er, Dana; Lauffenburger, Douglas A.; Nolan, Garry P. (2005). "Causal
Protein-Signaling Networks Derived from Multiparameter Single-Cell Data".
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The Pe'er research group has developed a series of methods for high-throughput single-cell data analysis, initially to address a new high-dimensional data type derived from
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2690:
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Bendall, Sean C.; Davis, Kara L.; Amir, El-ad David; Tadmor, Michelle D.; Simonds, Erin F.; Chen, Tiffany J.; Shenfeld, Daniel K.; Nolan, Garry P.; Pe'Er, Dana (2014).
343:
graph to represent the data manifold of RNA-defined cell states. The Pe'er group used this formalization to identify discrete cell types or cell states by applying the
294:
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Department of
Biological Sciences. Pe'er's research focuses on understanding the organization, function and evolution of molecular networks, particularly how
3406:
767:
Sachs, K.; Perez, O; Pe'Er, D; Lauffenburger, D. A.; Nolan, G. P. (2005). "Causal
Protein-Signaling Networks Derived from Multiparameter Single-Cell Data".
335:, which quantifies a few dozen proteins per cell for millions of cells at a time. They introduced the application of non-linear dimensionality reduction by
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is a researcher in computational systems biology. A Howard Hughes
Medical Institute (HHMI) Investigator since 2021, she was previously a professor at
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2296:"Sloan Kettering Institute's Dana Pe'er Named Howard Hughes Medical Institute Investigator | Memorial Sloan Kettering Cancer Center"
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913:
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1007:"International Society for Computational Biology Honors Dana Pe'er with Top Bioinformatics/Computational Biology Award for 2014"
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Friedman, Nir; Linial, Michal; Nachman, Iftach; Pe'Er, Dana (2000). "Using
Bayesian Networks to Analyze Expression Data".
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81:
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1723:"viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia"
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2396:"Stand Up To Cancer awards next round of Innovative Research Grants - Dana-Farber Cancer Institute | Boston, MA"
1456:"Center for Computational Biology and Bioinformatics (C2B2) | Columbia University Department of Systems Biology"
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1783:"Single-cell trajectory detection uncovers progression and regulatory coordination in human B cell development"
1479:
690:
Friedman, N.; Linial, M.; Nachman, I.; Pe'er, D. (2000). "Using
Bayesian Networks to Analyze Expression Data".
457:"Single-Cell Trajectory Detection Uncovers Progression and Regulatory Coordination in Human B Cell Development"
297:, and member of the Human Lung Cell Atlas initiative, and serves on the scientific advisory board of scverse.
233:
52:
2129:
2999:
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937:
815:"Single-Cell Mass Cytometry of Differential Immune and Drug Responses Across a Human Hematopoietic Continuum"
340:
271:. Pe'er's group at Columbia developed computational methods that combine diverse sources of high throughput
267:
In 2006, Pe'er established a research group in the
Department of Biological Sciences and Systems Biology at
2222:
1896:
Setty, Manu; Kiseliovas, Vaidotas; Levine, Jacob; Gayoso, Adam; Mazutis, Linas; Pe'er, Dana (April 2019).
1504:
1340:"Identifying regulatory mechanisms using individual variation reveals key role for chromatin modification"
1281:"Identifying regulatory mechanisms using individual variation reveals key role for chromatin modification"
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can describe interactions between thousands of genes, enabling the analysis of data from newly available
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324:, determining how DNA sequence variation alters the regulation of gene expression, with a view towards
248:
2705:
1841:"Data-Driven Phenotypic Dissection of AML Reveals Progenitor-like Cells that Correlate with Prognosis"
501:"Data-Driven Phenotypic Dissection of AML Reveals Progenitor-like Cells that Correlate with Prognosis"
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Sachs, Karen; Perez, Omar; Pe'er, Dana; Lauffenburger, Douglas A.; Nolan, Garry P. (2005-04-22).
979:
321:
221:, is a computational biologist at Columbia University. Together, they have raised two daughters.
206:
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At
Columbia, Pe'er applied Bayesian networks to integrate different data types for the study of
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2445:"Sloan Kettering Institute's Dana Pe'er named Howard Hughes Medical Institute Investigator"
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2247:"AACR Announces Fellows of the AACR Academy Class of 2023 and New AACR Academy President"
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Journal of Computational Biology: A Journal of Computational Molecular Cell Biology
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553:"Single-Cell Map of Diverse Immune Phenotypes in the Breast Tumor Microenvironment"
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Hebrew University of Jerusalem School of Computer Science & Engineering alumni
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1666:"Integration of genomic data enables selective discovery of breast cancer drivers"
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data, with the aim of developing a holistic view of the cell at a systems level.
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1602:"Causal protein-signaling networks derived from multiparameter single-cell data"
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to visualize high-dimensional single-cell RNA sequencing data, and the use of a
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1898:"Characterization of cell fate probabilities in single-cell data with Palantir"
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2198:"March 02, 2021: ISCB Congratulates and Introduces the 2021 Class of Fellows!"
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649:"Regenerative lineages and immune-mediated pruning in lung cancer metastasis"
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2017:"The emergent landscape of the mouse gut endoderm at single-cell resolution"
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597:"The emergent landscape of the mouse gut endoderm at single-cell resolution"
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2346:"Jan 24, 2014: Gene Myers and Dana Pe'er Named 2014 ISCB Award Winners"
360:
1338:
Lee, S. I.; Pe'Er, D; Dudley, A. M.; Church, G. M.; Koller, D (2006).
1279:
Lee, S. I.; Pe'Er, D; Dudley, A. M.; Church, G. M.; Koller, D (2006).
1082:
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256:
190:
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1191:"A Project to Map All Human Cells Will Change How Disease Is Cured"
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to cluster data, and demonstrated that cells can be ordered along
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108:
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1064:
766:
409:
141:
2321:"NIH Director's Pioneer Award Program - 2014 Award Recipients"
1552:
689:
380:
1118:
897:
National Advisory Committee, Pew Biomedical Scholars Program
1895:
879:
Organizing Committee and co-chair of Analysis Working Group
1426:"2011 Innovative Research Grants Investigator Biographies"
1218:"2011 Innovative Research Grants Investigator Biographies"
728:
282:
in New York City. While at Sloan, Pe'er was selected as a
2173:
1837:
1553:
Friedman, N.; Linial, M.; Nachman, I.; Pe'er, D. (2000).
645:
497:
293:
as a member of the organizing committee, co-chair of the
1337:
1278:
1780:
1720:
549:
454:
2013:
2009:
2007:
1952:
811:
593:
2223:"HHMI Invests $ 300 Million in 33 New Investigators"
1555:"Using Bayesian networks to analyze expression data"
1505:"HHMI Invests $ 300 Million in 33 New Investigators"
1140:"TEDxYouth@TheSchool - The Spark! - TEDx - TED.com"
337:
t-distributed stochastic neighbor embedding (t-SNE)
209:and how these genetic variations can cause cancer.
2004:
1776:
1774:
247:She subsequently performed postdoctoral work with
1245:
1243:
240:, and carried out her PhD research in the lab of
3434:
1956:"CellRank for directed single-cell fate mapping"
193:in Computational and Systems Biology Program at
2711:International Society for Computational Biology
2538:International Society for Computational Biology
2251:American Association for Cancer Research (AACR)
1771:
1344:Proceedings of the National Academy of Sciences
1285:Proceedings of the National Academy of Sciences
978:2005 Career Award at the Interface of Science,
902:International Society for Computational Biology
2130:"Scientific Advisory Committee – EMBL Council"
1240:
1005:Fogg, Christiana N.; Kovats, Diane E. (2014).
232:degrees in computer science in 2003, from the
2691:
2521:
2073:
2190:
1071:
212:
2698:
2684:
2528:
2514:
2338:
1480:"Notable Women in Healthcare - Dana Pe'er"
1004:
148:From Gene Expression to Molecular Pathways
29:
2056:
1987:
1929:
1872:
1814:
1754:
1697:
1398:"GET :: Genomes Environments Traits"
1373:
1363:
1314:
1304:
1040:
1030:
846:
703:
672:
628:
576:
524:
480:
305:In her PhD work, Pe'er demonstrated that
228:in 1995, as well as master's in 1999 and
926:2019 Crain's Notable Women in Healthcare
914:American Association for Cancer Research
647:M.; Pe'Er, Dana; Massagué, Joan (2020).
374:
2412:
1420:
1418:
1212:
1210:
236:. She earned her master's degree under
217:Pe'er was born in Israel. Her husband,
3508:Israeli emigrants to the United States
3435:
284:Howard Hughes Medical Institute (HHMI)
224:Pe'er received a bachelor's degree in
135:Memorial Sloan Kettering Cancer Center
3478:21st-century Israeli women scientists
2679:
2509:
1274:
1272:
1188:
1415:
1207:
1104:
1102:
1100:
363:and responses to treatments such as
1390:
13:
2271:"Notable Women in Healthcare 2019"
2215:
1269:
1189:Ronel, Asaf (September 29, 2019).
1132:
1108:
551:Alexander Y.; Pe'Er, Dana (2018).
345:Louvain community detection method
14:
3519:
3488:Israeli women computer scientists
2489:
2420:"Dana Pe'er - Packard Foundation"
1097:
286:Investigator in September, 2021.
1109:Oh, Clare (September 20, 2007).
891:- EPFL Scientific Advisory Board
870:Editorial and Advisory Board of
692:Journal of Computational Biology
383:Journal of Computational Biology
3473:21st-century Israeli scientists
2461:
2437:
2388:
2364:
2313:
2288:
2263:
2239:
2166:
2142:
2122:
2098:
1946:
1889:
1831:
1714:
1656:
1593:
1546:
1521:
1497:
1472:
1448:
1331:
907:Howard Hughes Medical Institute
3493:Women computational biologists
1182:
1157:
1057:
998:
975:Director's New Innovator Award
864:
289:Pe'er is also involved in the
234:Hebrew University of Jerusalem
53:Hebrew University of Jerusalem
1:
991:
885:Scientific Advisory Committee
2501:Investigator Dana Pe'er, PhD
1032:10.1371/journal.pcbi.1003682
349:differentiation trajectories
171:Other academic advisors
7:
3458:Columbia University faculty
1460:systemsbiology.columbia.edu
1251:"Dana Pe'er - Dissertation"
300:
44:1971 (age 52–53)
10:
3524:
3443:American bioinformaticians
1972:10.1038/s41592-021-01346-6
1857:10.1016/j.cell.2015.05.047
1799:10.1016/j.cell.2014.04.005
1682:10.1016/j.cell.2014.10.048
1571:10.1089/106652700750050961
1011:PLOS Computational Biology
968:in Science and Engineering
714:10.1089/106652700750050961
569:10.1016/j.cell.2018.05.060
517:10.1016/j.cell.2015.05.047
473:10.1016/j.cell.2014.04.005
395:10.1089/106652700750050961
278:In 2016, Pe'er joined the
3498:Israeli bioinformaticians
3364:
3293:
3222:
3191:
3140:
3089:
3013:
2962:
2926:
2885:
2839:
2808:
2767:
2721:
2548:
2275:Crain's New York Business
2041:10.1038/s41586-019-1127-1
1914:10.1038/s41587-019-0068-4
1484:Crain's New York Business
961:Innovative Research Grant
920:
895:The Pew Charitable Trusts
665:10.1038/s41591-019-0750-6
621:10.1038/s41586-019-1127-1
280:Sloan Kettering Institute
262:
195:Sloan Kettering Institute
180:
170:
158:
140:
122:
104:
97:
74:
66:
58:
48:
40:
28:
21:
2376:RECOMB Conference Series
1165:"Dana Pe'er - Genealogy"
940:Director's Pioneer Award
322:gene regulatory networks
213:Early life and education
3503:Women bioinformaticians
3483:21st-century biologists
2081:"Editorial board: Cell"
1626:10.1126/science.1105809
1365:10.1073/pnas.0601852103
1306:10.1073/pnas.0601852103
1079:"Dana Pe'er - HomePage"
980:Burroughs Wellcome Fund
839:10.1126/science.1198704
789:10.1126/science.1105809
432:10.1126/science.1105809
357:tumor microenvironments
189:(born 1971), Chair and
2469:"ISCB Innovator Award"
2110:www.humancellatlas.org
295:Analysis Working Group
127:Harvard Medical School
3463:Overton Prize winners
1402:www.getconference.org
375:Selected publications
326:personalized medicine
113:Computational biology
1902:Nature Biotechnology
1727:Nature Biotechnology
1121:on February 23, 2014
986:ISCB Innovator Award
563:(5): 1293–1308.e36.
3356:Gustavo Stolovitzky
2980:Julio Collado-Vides
2665:Christophe Dessimoz
2400:www.dana-farber.org
2302:. 23 September 2021
2033:2019Natur.569..361N
1618:2005Sci...308..523S
1436:on 22 February 2014
1356:2006PNAS..10314062L
1297:2006PNAS..10314062L
1228:on 22 February 2014
1023:2014PLSCB..10E3682F
909:(HHMI) Investigator
831:2011Sci...332..687B
781:2005Sci...308..523S
613:2019Natur.569..361N
424:2005Sci...308..523S
269:Columbia University
131:Columbia University
3422:Reinhard Schneider
3214:Marie-France Sagot
3209:Xiaole Shirley Liu
2641:Curtis Huttenhower
2587:Mathieu Blanchette
2496:The Dana Pe'er Lab
2325:commonfund.nih.gov
1257:on 28 October 2014
966:Packard Fellowship
959:Stand Up To Cancer
954:Test of Time Award
207:regulatory network
203:genetic variations
3430:
3429:
3336:Núria López Bigas
3270:Katherine Pollard
3230:Serafim Batzoglou
3153:Terry Gaasterland
2877:Gunnar von Heijne
2816:Michael Ashburner
2673:
2672:
2611:Steven E. Brenner
2557:Christopher Burge
2174:"Program Details"
2027:(7756): 361–367.
1612:(5721): 523–529.
825:(6030): 687–696.
607:(7756): 361–367.
418:(5721): 523–529.
341:nearest neighbors
307:Bayesian networks
184:
183:
99:Scientific career
3515:
3387:Takashi Gojobori
3346:Teresa Przytycka
3326:Christina Leslie
3148:Patricia Babbitt
3127:Olga Troyanskaya
3051:Christine Orengo
2949:Robert Gentleman
2800:Alfonso Valencia
2759:Michael Waterman
2715:year of election
2700:
2693:
2686:
2677:
2676:
2629:Gonçalo Abecasis
2617:Olga Troyanskaya
2530:
2523:
2516:
2507:
2506:
2483:
2482:
2480:
2479:
2465:
2459:
2458:
2456:
2455:
2441:
2435:
2434:
2432:
2430:
2416:
2410:
2409:
2407:
2406:
2392:
2386:
2385:
2383:
2382:
2368:
2362:
2361:
2359:
2357:
2342:
2336:
2335:
2333:
2332:
2317:
2311:
2310:
2308:
2307:
2292:
2286:
2285:
2283:
2282:
2267:
2261:
2260:
2258:
2257:
2243:
2237:
2236:
2234:
2233:
2219:
2213:
2212:
2210:
2208:
2194:
2188:
2187:
2185:
2184:
2170:
2164:
2163:
2161:
2160:
2146:
2140:
2139:
2137:
2136:
2126:
2120:
2119:
2117:
2116:
2102:
2096:
2095:
2093:
2091:
2077:
2071:
2070:
2060:
2011:
2002:
2001:
1991:
1950:
1944:
1943:
1933:
1893:
1887:
1886:
1876:
1835:
1829:
1828:
1818:
1778:
1769:
1768:
1758:
1739:10.1038/nbt.2594
1718:
1712:
1711:
1701:
1676:(6): 1461–1475.
1660:
1654:
1653:
1597:
1591:
1590:
1565:(3–4): 601–620.
1550:
1544:
1543:
1541:
1540:
1525:
1519:
1518:
1516:
1515:
1501:
1495:
1494:
1492:
1491:
1476:
1470:
1469:
1467:
1466:
1452:
1446:
1445:
1443:
1441:
1432:. Archived from
1422:
1413:
1412:
1410:
1408:
1394:
1388:
1387:
1377:
1367:
1335:
1329:
1328:
1318:
1308:
1276:
1267:
1266:
1264:
1262:
1253:. Archived from
1247:
1238:
1237:
1235:
1233:
1224:. Archived from
1214:
1205:
1204:
1202:
1201:
1186:
1180:
1179:
1177:
1175:
1161:
1155:
1154:
1152:
1150:
1136:
1130:
1129:
1127:
1126:
1117:. Archived from
1106:
1095:
1094:
1092:
1090:
1081:. Archived from
1075:
1069:
1068:
1061:
1055:
1054:
1044:
1034:
1002:
931:Ernst W. Bertner
877:Human Cell Atlas
860:
850:
808:
763:
725:
707:
698:(3–4): 601–620.
686:
676:
642:
632:
590:
580:
546:
528:
494:
484:
451:
406:
389:(3–4): 601–620.
291:Human Cell Atlas
175:George M. Church
160:Doctoral advisor
154:
33:
19:
18:
16:Bioinformatician
3523:
3522:
3518:
3517:
3516:
3514:
3513:
3512:
3433:
3432:
3431:
3426:
3382:Mikhail Gelfand
3360:
3306:A. Keith Dunker
3289:
3260:Rafael Irizarry
3240:Mark Borodovsky
3218:
3187:
3173:William Pearson
3136:
3102:Andrea Califano
3085:
3071:Anna Tramontano
3066:Sarah Teichmann
3021:Helen M. Berman
3009:
2995:Thomas Lengauer
2958:
2922:
2918:Steven Salzberg
2903:Minoru Kanehisa
2898:David Eisenberg
2881:
2835:
2804:
2780:Lawrence Hunter
2763:
2717:
2704:
2674:
2669:
2544:
2536:Winners of the
2534:
2492:
2487:
2486:
2477:
2475:
2467:
2466:
2462:
2453:
2451:
2443:
2442:
2438:
2428:
2426:
2424:www.packard.org
2418:
2417:
2413:
2404:
2402:
2394:
2393:
2389:
2380:
2378:
2372:"RECOMB Awards"
2370:
2369:
2365:
2355:
2353:
2344:
2343:
2339:
2330:
2328:
2319:
2318:
2314:
2305:
2303:
2294:
2293:
2289:
2280:
2278:
2269:
2268:
2264:
2255:
2253:
2245:
2244:
2240:
2231:
2229:
2221:
2220:
2216:
2206:
2204:
2196:
2195:
2191:
2182:
2180:
2172:
2171:
2167:
2158:
2156:
2148:
2147:
2143:
2134:
2132:
2128:
2127:
2123:
2114:
2112:
2104:
2103:
2099:
2089:
2087:
2079:
2078:
2074:
2012:
2005:
1951:
1947:
1894:
1890:
1836:
1832:
1779:
1772:
1719:
1715:
1661:
1657:
1598:
1594:
1551:
1547:
1538:
1536:
1527:
1526:
1522:
1513:
1511:
1503:
1502:
1498:
1489:
1487:
1478:
1477:
1473:
1464:
1462:
1454:
1453:
1449:
1439:
1437:
1424:
1423:
1416:
1406:
1404:
1396:
1395:
1391:
1350:(38): 14062–7.
1336:
1332:
1291:(38): 14062–7.
1277:
1270:
1260:
1258:
1249:
1248:
1241:
1231:
1229:
1216:
1215:
1208:
1199:
1197:
1187:
1183:
1173:
1171:
1163:
1162:
1158:
1148:
1146:
1138:
1137:
1133:
1124:
1122:
1111:"Columbia News"
1107:
1098:
1088:
1086:
1085:on 29 June 2010
1077:
1076:
1072:
1063:
1062:
1058:
1017:(6): e1003682.
1003:
999:
994:
923:
867:
775:(5721): 523–9.
732:Nature Genetics
653:Nature Medicine
377:
311:DNA microarrays
303:
265:
215:
152:
133:
129:
117:Systems biology
115:
111:
93:
49:Alma mater
36:
24:
17:
12:
11:
5:
3521:
3511:
3510:
3505:
3500:
3495:
3490:
3485:
3480:
3475:
3470:
3465:
3460:
3455:
3450:
3445:
3428:
3427:
3425:
3424:
3419:
3414:
3409:
3404:
3399:
3394:
3389:
3384:
3379:
3374:
3372:Barbara Bryant
3368:
3366:
3362:
3361:
3359:
3358:
3353:
3348:
3343:
3338:
3333:
3328:
3323:
3318:
3316:Wolfgang Huber
3313:
3308:
3303:
3297:
3295:
3291:
3290:
3288:
3287:
3282:
3277:
3272:
3267:
3262:
3257:
3252:
3247:
3242:
3237:
3232:
3226:
3224:
3220:
3219:
3217:
3216:
3211:
3206:
3201:
3195:
3193:
3189:
3188:
3186:
3185:
3180:
3175:
3170:
3165:
3160:
3158:Hanah Margalit
3155:
3150:
3144:
3142:
3138:
3137:
3135:
3134:
3129:
3124:
3119:
3114:
3109:
3104:
3099:
3093:
3091:
3087:
3086:
3084:
3083:
3078:
3076:Shoshana Wodak
3073:
3068:
3063:
3058:
3053:
3048:
3043:
3038:
3033:
3028:
3026:Steven Brenner
3023:
3017:
3015:
3011:
3010:
3008:
3007:
3002:
3000:Michael Levitt
2997:
2992:
2987:
2982:
2977:
2972:
2966:
2964:
2960:
2959:
2957:
2956:
2951:
2946:
2941:
2936:
2930:
2928:
2924:
2923:
2921:
2920:
2915:
2910:
2905:
2900:
2895:
2889:
2887:
2883:
2882:
2880:
2879:
2874:
2872:Martin Vingron
2869:
2864:
2859:
2854:
2849:
2843:
2841:
2837:
2836:
2834:
2833:
2831:Richard Durbin
2828:
2823:
2818:
2812:
2810:
2806:
2805:
2803:
2802:
2797:
2792:
2787:
2782:
2777:
2771:
2769:
2765:
2764:
2762:
2761:
2756:
2754:Janet Thornton
2751:
2746:
2741:
2736:
2731:
2729:David Haussler
2725:
2723:
2719:
2718:
2703:
2702:
2695:
2688:
2680:
2671:
2670:
2668:
2667:
2661:
2655:
2653:Christoph Bock
2649:
2643:
2637:
2631:
2625:
2623:Ziv Bar-Joseph
2619:
2613:
2607:
2601:
2595:
2589:
2583:
2577:
2571:
2565:
2559:
2552:
2550:
2546:
2545:
2533:
2532:
2525:
2518:
2510:
2504:
2503:
2498:
2491:
2490:External links
2488:
2485:
2484:
2460:
2436:
2411:
2387:
2363:
2337:
2312:
2287:
2262:
2238:
2214:
2189:
2165:
2141:
2121:
2097:
2072:
2003:
1966:(2): 159–170.
1960:Nature Methods
1945:
1908:(4): 451–460.
1888:
1851:(1): 184–197.
1830:
1793:(3): 714–725.
1770:
1733:(6): 545–552.
1713:
1655:
1592:
1545:
1520:
1496:
1471:
1447:
1414:
1389:
1330:
1268:
1239:
1206:
1181:
1156:
1131:
1096:
1070:
1056:
996:
995:
993:
990:
989:
988:
982:
976:
969:
962:
955:
948:
941:
934:
933:Memorial Award
927:
922:
919:
918:
917:
912:Fellow of the
910:
904:
900:Fellow of the
898:
892:
886:
880:
874:
866:
863:
862:
861:
809:
764:
744:10.1038/ng1165
738:(2): 166–176.
726:
705:10.1.1.191.139
687:
659:(2): 259–269.
643:
591:
547:
511:(1): 184–197.
495:
467:(3): 714–725.
452:
407:
376:
373:
333:mass cytometry
315:flow cytometry
302:
299:
264:
261:
214:
211:
182:
181:
178:
177:
172:
168:
167:
162:
156:
155:
144:
138:
137:
124:
120:
119:
106:
102:
101:
95:
94:
92:
91:
85:
82:Packard Fellow
78:
76:
72:
71:
68:
64:
63:
60:
56:
55:
50:
46:
45:
42:
38:
37:
34:
26:
25:
22:
15:
9:
6:
4:
3:
2:
3520:
3509:
3506:
3504:
3501:
3499:
3496:
3494:
3491:
3489:
3486:
3484:
3481:
3479:
3476:
3474:
3471:
3469:
3466:
3464:
3461:
3459:
3456:
3454:
3451:
3449:
3448:Living people
3446:
3444:
3441:
3440:
3438:
3423:
3420:
3418:
3415:
3413:
3410:
3408:
3405:
3403:
3402:Fran Lewitter
3400:
3398:
3395:
3393:
3390:
3388:
3385:
3383:
3380:
3378:
3375:
3373:
3370:
3369:
3367:
3363:
3357:
3354:
3352:
3349:
3347:
3344:
3342:
3339:
3337:
3334:
3332:
3329:
3327:
3324:
3322:
3321:Sorin Istrail
3319:
3317:
3314:
3312:
3311:Eran Halperin
3309:
3307:
3304:
3302:
3299:
3298:
3296:
3292:
3286:
3285:Xuegong Zhang
3283:
3281:
3278:
3276:
3273:
3271:
3268:
3266:
3263:
3261:
3258:
3256:
3253:
3251:
3248:
3246:
3243:
3241:
3238:
3236:
3233:
3231:
3228:
3227:
3225:
3221:
3215:
3212:
3210:
3207:
3205:
3204:Eleazar Eskin
3202:
3200:
3197:
3196:
3194:
3190:
3184:
3181:
3179:
3176:
3174:
3171:
3169:
3168:Bernard Moret
3166:
3164:
3161:
3159:
3156:
3154:
3151:
3149:
3146:
3145:
3143:
3139:
3133:
3130:
3128:
3125:
3123:
3120:
3118:
3117:William Noble
3115:
3113:
3110:
3108:
3107:Daphne Koller
3105:
3103:
3100:
3098:
3095:
3094:
3092:
3088:
3082:
3079:
3077:
3074:
3072:
3069:
3067:
3064:
3062:
3061:Lincoln Stein
3059:
3057:
3054:
3052:
3049:
3047:
3046:Michal Linial
3044:
3042:
3039:
3037:
3034:
3032:
3029:
3027:
3024:
3022:
3019:
3018:
3016:
3012:
3006:
3005:Burkhard Rost
3003:
3001:
2998:
2996:
2993:
2991:
2988:
2986:
2985:Mark Gerstein
2983:
2981:
2978:
2976:
2975:Cyrus Chothia
2973:
2971:
2970:Rolf Apweiler
2968:
2967:
2965:
2961:
2955:
2952:
2950:
2947:
2945:
2942:
2940:
2937:
2935:
2932:
2931:
2929:
2925:
2919:
2916:
2914:
2913:Ruth Nussinov
2911:
2909:
2908:Satoru Miyano
2906:
2904:
2901:
2899:
2896:
2894:
2891:
2890:
2888:
2884:
2878:
2875:
2873:
2870:
2868:
2865:
2863:
2862:Pavel Pevzner
2860:
2858:
2855:
2853:
2850:
2848:
2847:Bonnie Berger
2845:
2844:
2842:
2838:
2832:
2829:
2827:
2824:
2822:
2819:
2817:
2814:
2813:
2811:
2807:
2801:
2798:
2796:
2793:
2791:
2788:
2786:
2783:
2781:
2778:
2776:
2773:
2772:
2770:
2766:
2760:
2757:
2755:
2752:
2750:
2747:
2745:
2744:David Sankoff
2742:
2740:
2737:
2735:
2732:
2730:
2727:
2726:
2724:
2720:
2716:
2712:
2708:
2701:
2696:
2694:
2689:
2687:
2682:
2681:
2678:
2666:
2662:
2660:
2659:Cole Trapnell
2656:
2654:
2650:
2648:
2644:
2642:
2638:
2636:
2632:
2630:
2626:
2624:
2620:
2618:
2614:
2612:
2608:
2606:
2602:
2600:
2596:
2594:
2590:
2588:
2584:
2582:
2578:
2576:
2572:
2570:
2566:
2564:
2560:
2558:
2554:
2553:
2551:
2547:
2543:
2542:Overton Prize
2539:
2531:
2526:
2524:
2519:
2517:
2512:
2511:
2508:
2502:
2499:
2497:
2494:
2493:
2474:
2470:
2464:
2450:
2446:
2440:
2425:
2421:
2415:
2401:
2397:
2391:
2377:
2373:
2367:
2351:
2347:
2341:
2326:
2322:
2316:
2301:
2300:www.mskcc.org
2297:
2291:
2276:
2272:
2266:
2252:
2248:
2242:
2228:
2224:
2218:
2203:
2199:
2193:
2179:
2175:
2169:
2155:
2151:
2145:
2131:
2125:
2111:
2107:
2101:
2086:
2082:
2076:
2068:
2064:
2059:
2054:
2050:
2046:
2042:
2038:
2034:
2030:
2026:
2022:
2018:
2010:
2008:
1999:
1995:
1990:
1985:
1981:
1977:
1973:
1969:
1965:
1961:
1957:
1949:
1941:
1937:
1932:
1927:
1923:
1919:
1915:
1911:
1907:
1903:
1899:
1892:
1884:
1880:
1875:
1870:
1866:
1862:
1858:
1854:
1850:
1846:
1842:
1834:
1826:
1822:
1817:
1812:
1808:
1804:
1800:
1796:
1792:
1788:
1784:
1777:
1775:
1766:
1762:
1757:
1752:
1748:
1744:
1740:
1736:
1732:
1728:
1724:
1717:
1709:
1705:
1700:
1695:
1691:
1687:
1683:
1679:
1675:
1671:
1667:
1659:
1651:
1647:
1643:
1639:
1635:
1631:
1627:
1623:
1619:
1615:
1611:
1607:
1603:
1596:
1588:
1584:
1580:
1576:
1572:
1568:
1564:
1560:
1556:
1549:
1534:
1530:
1529:"Hello world"
1524:
1510:
1506:
1500:
1485:
1481:
1475:
1461:
1457:
1451:
1435:
1431:
1427:
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1371:
1366:
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1357:
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1349:
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1341:
1334:
1326:
1322:
1317:
1312:
1307:
1302:
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1227:
1223:
1219:
1213:
1211:
1196:
1192:
1185:
1170:
1166:
1160:
1145:
1141:
1135:
1120:
1116:
1115:Columbia News
1112:
1105:
1103:
1101:
1084:
1080:
1074:
1066:
1060:
1052:
1048:
1043:
1038:
1033:
1028:
1024:
1020:
1016:
1012:
1008:
1001:
997:
987:
983:
981:
977:
974:
970:
967:
963:
960:
956:
953:
949:
947:Overton Prize
946:
942:
939:
935:
932:
928:
925:
924:
915:
911:
908:
905:
903:
899:
896:
893:
890:
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2790:Chris Sander
2785:Eugene Myers
2749:Temple Smith
2734:David Lipman
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