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Bette Korber

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511:, and it flags mutations that vary from the original Wuhan sequence by at least a minimum specified threshold amount. Using this strategy, she and colleagues identified a particular Spike mutation, Aspartic acid (Asp) to Glycine (Gly) at position 614 (D614G), that was gaining prevalence across the globe since February 2020. This finding, which was controversial at first, was validated by multiple other groups who showed that the D614G mutation was shown to improve the efficiency of replication and transmission of SARS-CoV-2, and this mutation, as of June 2020, has become part of all globally prevalent SARS-CoV-2 strains. As of September 28, 2021, she and her group continue to analyze GISAID data for novel variants, and she continues to be an active member of the NIH TRACE Working Group, whose objective is to "provide actionable intelligence on SARS-CoV-2 variants through genomic surveillance, data sharing and curation, and standardized 398:(killer cells). Also, Korber and her collaborators have developed a graphical analysis called Epigraph that can generate promising antigens with a mixture of epitopes. Korber explains that the approach of designing a protein via computer, combining bits of known proteins that provoke immune responses, had never been tried. She says, "Even after it worked, it was hard to convince people that this novel thing could be a vaccine because it hadn't been done before". 33: 336: 352:, and evaluates the evidence for the strength of each epitope in eliciting immune responses. There is also data on the immunological profiles of individuals resistant to HIV. Korber and many other researchers have applied the data to devise possible treatments and vaccines against HIV. Her work has resulted in design of vaccines now being tested in clinical trials. 308: 384:
test proteins are designed to represent the most common forms of HIV-1 virus that can be recognized by antibodies or cellular immune responses (epitopes). In 2009, Korber described the process: "I create sort of little Frankenstein proteins that look and feel like HIV proteins but they don't exist in
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rapidly, creating multiple variants that may not be recognized by immune system components specific to the original infecting virus. The most variable region is the surface of the virus, but there is also some variation of the internal proteins involved in virus replication, which may be attacked by
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began, using a model of evolution based on the mutation rate of HIV strains and assuming that variable was the same on all branches of the evolutionary tree. In 2000 they published an estimate of approximately 1930 for the origin of the human immunodeficiency virus. Their research was covered widely
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to choose epitopes to combine into a mosaic molecule for the mosaic antigens. In 2009, she described a designed mosaic protein this way: "People didn't know if it would fold properly, if it would be antigenic, or if it would have the same sites that recognized by killer T cells". They found that the
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Several of the major variations are included in each molecule of protein, thus producing a variant protein antigen that probably does not exist in the wild virus population but should cross-react with variants that do exist. Korber has taken two different approaches to designing such antigens. Her
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Korber, Bette; Fischer, Will M.; Gnanakaran, Sandrasegaram; Yoon, Hyejin; Theiler, James; Abfalterer, Werner; Hengartner, Nick; Giorgi, Elena E.; Bhattacharya, Tanmoy; Foley, Brian; Hastie, Kathryn M.; Parker, Matthew D.; Partridge, David G.; Evans, Cariad M.; Freeman, Timothy M.; de Silva, Thushan
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Goulder, P. J. R.; Brander, C.; Yang, Y.; Tremblay, C.; Colbert, R. A.; Addo, M. M.; Rosenberg, E. S.; Nguyen, T.; Allen, R.; Trocha, A.; Altfeld, M.; He, S.; Bunce, M.; Funkhouser, R.; Pelton, S. I.; Burchett, S. K.; McIntosh, K.; Korber, B. T. M.; Walker, B. D. (2001). "Evolution and transmission
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Barouch, D. H.; O'Brien, K. L.; Simmons, N. L.; King, S. L.; Abbink, P.; Maxfield, L. F.; Sun, Y.; La Porte, A.; Riggs, A. M.; Lynch, D. M.; Clark, S. L.; Backus, K.; Perry, J. R.; Seaman, M. S.; Carville, A.; Mansfield, K. G.; Szinger, J. J.; Fischer, W.; Muldoon, M.; Korber, B. (2010).
323:. She said, "We learned a lot about HIV while he was sick. But there was no treatment for him and he died in 1991. I decided when I graduated from my PhD program that I wanted to work on HIV." Several years later, looking back on this event, she described its effects: "I 490:
In 2008, Worobey and collaborators used a computer modeling approach similar to Korber's but with a relaxed evolutionary model and two older samples, collected earlier than any genomes included in Korber's study, and found an origin date for HIV of approximately 1900.
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in 1999 that HIV could have jumped from chimpanzees to humans because of an accidental contamination by chimpanzee SIV of the oral polio vaccine (CHAT) used in Africa in the 1950s. Korber and her colleagues employed the Los Alamos National Laboratory database's
377:. Korber developed a novel mosaic HIV vaccine that may slow or prevent HIV infection; this is currently in human testing in Africa. The goal of the mosaic antigen vaccine is to protect the vaccinated person against the great variety of HIV variants encountered. 343:
Korber oversees the HIV Database and Analysis Project at Los Alamos. She and her team have built a global HIV database of more than 840,000 sequences from publications of the viral genome. In addition, the database focuses on the small regions (called
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In recognition of her research, Korber received the 2018 Feynman Award for Innovation, the first woman at Los Alamos National Laboratory to receive one. She recalled that at Caltech when few women were there, she took a class with physicist
531:, working through Nurturing Orphans of AIDS for Humanity (NOAH). She has joined the Board of NOAH. She also contributed to the distribution of Earth Boxes of maintenance-free portable gardens to orphanages, clinics, and schools in Africa. 437:, the researchers tested a mosaic vaccine for safety in human subjects; it passed that test too. In 2017, the group of collaborators announced a human efficiency test with that same mosaic protein preparation, vaccinating 2,600 women in 441:, who will be examined for several years to show how efficiently, if at all, the virus interferes with infection. Korber cautioned that effectiveness of this strategy in monkeys is not a guarantee that a human vaccine will work. 2698: 593:
Korber, Bette; Fischer, Will M.; Gnanakaran, Sandrasegaram; Yoon, Hyejin; Theiler, James; Abfalterer, Werner; Hengartner, Nick; Giorgi, Elena E.; Bhattacharya, Tanmoy; Foley, Brian; Hastie, Kathryn M. (2020-08-20).
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Fischer, Will; Giorgi, Elena E.; Chakraborty, Srirupa; Nguyen, Kien; Bhattacharya, Tanmoy; Theiler, James; Goloboff, Pablo A.; Yoon, Hyejin; Abfalterer, Werner; Foley, Brian T.; Tegally, Houriiyah (2021-07-14).
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Out of her concern for the impact of AIDS on those with few financial resources, Korber contributed $ 50,000 from her EO Lawrence Award to help establish, along with family and friends, an AIDS orphanage in
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Shen, Xiaoying; Tang, Haili; McDanal, Charlene; Wagh, Kshitij; Fischer, William; Theiler, James; Yoon, Hyejin; Li, Dapeng; Haynes, Barton F.; Sanders, Kevin O.; Gnanakaran, Sandrasegaram (2021-04-14).
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Hou, Yixuan J.; Chiba, Shiho; Halfmann, Peter; Ehre, Camille; Kuroda, Makoto; Dinnon, Kenneth H.; Leist, Sarah R.; SchΓ€fer, Alexandra; Nakajima, Noriko; Takahashi, Kenta; Lee, Rhianna E. (2020-12-18).
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Shen, Xiaoying; Tang, Haili; McDanal, Charlene; Wagh, Kshitij; Fischer, William; Theiler, James; Yoon, Hyejin; Li, Dapeng; Haynes, Barton F.; Sanders, Kevin O.; Gnanakaran, Sandrasegaram (2021-04-14).
216:'s highest award for scientific achievement. She has also received several other awards including the Elizabeth Glaser Award for pediatric AIDS research and the Richard Feynman Award for Innovation. 890:
Keele, Brandon F.; Giorgi, Elena E.; Salazar-Gonzalez, Jesus F.; Decker, Julie M.; Pham, Kimmy T.; Salazar, Maria G.; Sun, Chuanxi; Grayson, Truman; Wang, Shuyi; Li, Hui; Wei, Xiping (2008-05-27). "
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Gaschen, B.; Taylor, J.; Yusim, K.; Foley, B.; Gao, F.; Lang, D.; Novitsky, V.; Haynes, B.; Hahn, B. H.; Bhattacharya, T.; Korber, B. (2002). "Diversity considerations in HIV-1 vaccine selection".
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and became friends with him. She said, "At a time when kindness seemed rare, I really appreciated his generous spirit and encouragement. I think he would have been pleased about this award".
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Li, Xiaojun; Giorgi, Elena E.; Marichannegowda, Manukumar Honnayakanahalli; Foley, Brian; Xiao, Chuan; Kong, Xiang-Peng; Chen, Yue; Gnanakaran, S.; Korber, Bette; Gao, Feng (2020).
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pandemic unfolded, Korber and her Los Alamos colleagues devised computational strategies that look for evolutionary changes in genes that encode the Spike proteins that stud the
236:, where her father was a sociology professor, her mother graduated in nursing, and her sister graduated in journalism. From 1981 to 1988, she was in the graduate program at the 2278:
Worobey, M.; Gemmel, M.; Teuwen, D.; Haselkorn, T.; Kunstman, K.; Bunce, M.; Muyembe, J.; Kabongo, J.; Kalengayi, R.; Van Marck, E.; Gilbert, M. T. P.; Wolinsky, S. M. (2008).
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Binley, J. M.; Wrin, T.; Korber, B.; Zwick, M. B.; Wang, M.; Chappey, C.; Stiegler, G.; Kunert, R.; Zolla-Pazner, S.; Katinger, H.; Petropoulos, C. J.; Burton, D. R. (2004).
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Sherman, M. P.; Dube, D. K.; Saksena, N. K.; Poiesz, B. J. (1993). "Human T-cell lymphoma/Leukemia retroviruses and malignancy". In Freireich, E. J.; Kantarjian, H. (eds.).
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I.; McDanal, Charlene; Perez, Lautaro G.; Tang, Haili; Moon-Walker, Alex; Whelan, Sean P.; LaBranche, Celia C.; Saphire, Erica O.; Montefiori, David C. (2020-08-20).
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against the HIV/AIDS virus. She first became interested in HIV when a close friend of hers and her fiancΓ©'s at Caltech contracted one of the first cases of AIDS in
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Korber conducts her research at Los Alamos National Laboratory, where she began in 1990. Her approach involves applying computational biology to the design of a
1618:"Polymerase chain reaction analysis of defective human T-Cell leukemia virus type I proviral genomes in leukemic cells of patients with adult T-Cell leukemia" 844:
Kong, R.; Louder, M. K.; Wagh, K.; Bailer, R. T.; Greene, K.; Gao, H.; Taft, J. D.; Gazumyan, A.; Liu, C.; Nussenzweig, M. C.; Korber, B.; Montefiori, D. C.;
2853: 568: 1540:"Developmental and tissue-specific expression of nuclear proteins that bind the regulatory element of the major histocompatibility complex Class I gene" 193:
that has enabled her to design novel mosaic HIV vaccines, one of which is currently in human testing in Africa. The database contains thousands of HIV
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Rahim, M.N.; Wee, E.G.; He, S.; Audet, J.; Tierney, K.; Moyo, N.; Hannoun, Z.; Crook, A.; Baines, A.; Korber, B.; Qiu, X.; Hanke, T. (2019).
480: 1463:"Promising Los Alamos Innovations Take the Spotlight: Bette Korber receives 2018 Richard P Feynman Innovation Award for HIV vaccine designs" 2363: 413:
as possible vaccines. With one series of tests, Barouch checked a number of possible ways to deliver the virus genes and chose to use the
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cells. Her work on these viral partial and complete genomes was influential and widely cited. She became a visiting faculty member at the
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HIV ... I lost a couple friends to it. HIV kills in horrible ways. I think of what the epidemic has done to Africa and it motivates me."
1247:"Regulation of murine Class I genes by interferons is controlled by regions located both 5' and 3' to the transcription initiation site" 434: 237: 213: 54: 850:"Improving neutralization potency and breadth by combining broadly reactive HIV-1 antibodies targeting major neutralization epitopes" 2027: 1194:"Covariation of mutations in the V3 loop of human immunodeficiency virus type 1 envelope protein: an information theoretic analysis" 2843: 426: 2795: 1011:"Comprehensive cross-clade neutralization analysis of a panel of anti-human immunodeficiency virus type 1 monoclonal antibodies" 2674: 2585: 2069: 583:
In 2019, Korber led a series of lectures called Frontiers in Science that focused on her work designing a vaccine against HIV.
487:). These two concepts of the origin of this virus plus other related theories continued to compete for scientific credibility. 280: 2848: 190: 117: 2173: 1143:
Korber, B.; Muldoon, M.; Theiler, J.; Gao, F.; Gupta, R.; Lapedes, A.; Hahn, B. H.; Wolinsky, S.; Bhattacharya, T. (2000).
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Richard Feynman Award for Innovation 2018, Thomson Reuters Corporation 100 most influential scientists of decade 2014,
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Energy, Los Alamos National Laboratory, Operated by Los Alamos National Security, LLC, for the U. S. Department of.
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Energy, Los Alamos National Laboratory, Operated by Los Alamos National Security, LLC, for the U. S. Department of.
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Energy, Los Alamos National Laboratory, Operated by Los Alamos National Security, LLC, for the U. S. Department of.
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coronavirus and give it its crown-like appearance. Her strategies can examine millions of global genomes stored by
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Identification and characterization of transmitted and early founder virus envelopes in primary HIV-1 infection
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virus as a vehicle. The tested mosaic vaccine routinely slowed monkey infection with the closely related
95: 2391:"Tracking Changes in SARS-CoV-2 Spike: Evidence that D614G Increases Infectivity of the COVID-19 Virus" 1538:
Burke, P. A.; Hirschfeld, S.; Shirayoshi, Y.; Kasik, J. W.; Hamada, K.; Appella, E.; Ozato, K. (1989).
596:"Tracking Changes in SARS-CoV-2 Spike: Evidence that D614G Increases Infectivity of the COVID-19 Virus" 1314:
Korber, B.; Kuiken, C. (2002), Leitner, T. (ed.), "The HIV Databases: History, Design, and Function",
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Sainani, K. (2009). "Evolution and HIV: Using computational phylogenetics to close in on a killer".
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newly designed antigens did fold properly and acted as a strong antigen, and were recognized by the
2253: 1925:"Epigraph: A vaccine design tool applied to an HIV therapeutic vaccine and a pan-filovirus vaccine" 925:"Mosaic HIV-1 vaccines expand the breadth and depth of cellular immune responses in rhesus monkeys" 484: 475: 458: 225: 201: 174: 103: 2227: 1764: 1180: 1131: 1085: 438: 390: 296: 253: 121: 2094: 1667:
Feuer, G.; Chen, I. (1992). "Mechanisms of human T-cell leukemia virus-induced leukemogenesis".
32: 2813: 2774: 2654: 2567: 2549: 2510: 2428: 2410: 2317: 2219: 2023: 2019: 1962: 1855: 1752: 1742: 1711: 1684: 1649: 1569: 1520: 1510: 1286: 1233: 1172: 1123: 1077: 1040: 997: 954: 915: 911: 879: 832: 787: 736: 718: 685: 667: 633: 615: 241: 170: 150: 99: 1826:"T-cell vaccine strategies for human immunodeficiency virus, the virus with a thousand faces" 2557: 2541: 2500: 2492: 2418: 2402: 2307: 2299: 2211: 2199: 1952: 1944: 1845: 1837: 1734: 1676: 1639: 1629: 1559: 1551: 1500: 1276: 1266: 1223: 1213: 1164: 1115: 1069: 1030: 1022: 987: 979: 944: 936: 903: 869: 861: 822: 812: 777: 769: 726: 710: 675: 659: 623: 607: 395: 335: 141: 77: 1876: 2473:"SARS-CoV-2 D614G variant exhibits efficient replication ex vivo and transmission in vivo" 1776: 845: 572: 446: 373:
responses. A recent approach that Korber and collaborators have taken is to design mosaic
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Theiler, J.; Yoon, H.; Yusim, K.; Picker, L. J.; Fruh, K.; Korber, B. (October 5, 2016).
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2014: Selected to Thomson Reuters Corporation's 100 Most Influential Minds of the Decade
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2004, Los Alamos National Laboratory fellow 2002, Distinguished Alumna of CSULB 2001,
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Hooper, E. (2003). "AIDS and the polio vaccine: Edward Hopper finds new evidence".
1135: 528: 2215: 1168: 2796:"Los Alamos scientist Bette Korber to discuss her work developing an HIV vaccine" 891: 817: 1738: 414: 402: 268: 186: 38: 2545: 2406: 714: 663: 611: 1426: 750:"Emergence of SARS-CoV-2 through recombination and strong purifying selection" 504: 261: 256:
complex type 1 genes, producing cell surface proteins that participate in the
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2019: Inventor of the Year, Battelle, 2019, Award given in Columbus, Ohio
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Korber, B.; Okayama, A.; Donnelly, R.; Tachibana, N.; Essex, M. (1991).
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Bangham, C. R. (1993). "Retrovirus infections of the nervous system".
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Creating a vaccine against HIV has been challenging because the virus
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Korber, B. T.; Farber, R. M.; Wolpert, D. H.; Lapedes, A. S. (1993).
1119: 508: 410: 370: 288: 276: 194: 128: 1144: 940: 483:, and therefore refuting concerns about using oral polio vaccine ( 334: 306: 2447:"Covid Mutants Multiply as Scientists Race to Decode Variations" 185:. She has contributed heavily to efforts to obtain an effective 182: 2018:. Boston, New York, and London: Little, Brown and Co. p.  479:
as establishing a new date for the origin of the human virus,
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Williams, B. R. G. (1991). Christen, P.; Hofmann, E. (eds.).
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Korber married James Theiler in 1988. They have two sons.
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2021: Los Alamos Medal, for changing the course of science
287:(PCR) to show both complete and deleted versions of viral 1877:"New global HIV vaccine design shows promise in monkeys" 208:
at Los Alamos National Laboratory. She has received the
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Biochimica et Biophysica Acta (BBA) - Reviews on Cancer
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Nurturing Orphans of AIDS for Humanity (NOAH) website
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Scientist, for work on pediatric AIDS, presented by
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assessments of therapeutics against novel strains."
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virus with regard to when and where HIV originated,
2148:"HIV Crossed to Humans 70 Years Ago, Analysis Says" 1145:"Timing the ancestor of the HIV-1 pandemic strains" 140: 127: 113: 91: 68: 60: 46: 23: 2014:The River: A Journey to the Source of HIV and AIDS 2011: 1098:of stable CTL escape mutations in HIV infection". 467:The River: A Journey to the Source of HIV and AIDS 1595:California State University, Long Beach Chemistry 299:in 1991, continuing in that position until 2011. 64:designing AIDS vaccines using HIV virus database 2122:"AIDS Virus Originated Around 1930, Study Says" 1808:McEnerny, R. (2010), "Tracking HIV Evolution", 1251:Proceedings of the National Academy of Sciences 1198:Proceedings of the National Academy of Sciences 896:Proceedings of the National Academy of Sciences 1245:Korber, B.; Hood, L.; Stroynowski, I. (1987). 1704:Current Opinion in Neurology and Neurosurgery 465:had postulated in a best-selling book called 409:, some of these antigens have been tested in 348:) within the virus that can be recognized by 339:Phylogenetic tree showing HIV compared to SIV 8: 2818:: CS1 maint: multiple names: authors list ( 2779:: CS1 maint: multiple names: authors list ( 2659:: CS1 maint: multiple names: authors list ( 2611:"Meet Our Board: Dr. Bette Korber, Director" 1731:Leukemia: Advances in Research and Treatment 561:2002: Los Alamos National Laboratory Fellow 546:2018: R&D Magazine Scientist of the Year 1316:The Molecular Epidemiology of Human Viruses 380:Since the proteins of HIV vary so greatly, 267:She then became a postdoctoral fellow with 181:virus that causes infection and eventually 1824:Korber, B.; Levin, N.; Haynes, B. (2009). 1389:US Department of Energy, Office of Science 549:2018: Richard Feynman Award for Innovation 31: 20: 2869:California Institute of Technology alumni 2561: 2504: 2422: 2339:"COVID-19 Viral Genome Analysis Pipeline" 2311: 1956: 1849: 1643: 1633: 1563: 1504: 1431:California State University at Long Beach 1280: 1270: 1227: 1217: 1034: 991: 948: 873: 826: 816: 781: 730: 679: 627: 2874:Los Alamos National Laboratory personnel 2752:"A short history of women at Los Alamos" 1981:"A short history of women at Los Alamos" 1812:, vol. 14, no. 3, pp. 4–9 1493:European Journal of Biochemistry Reviews 1427:"2001 Distinguished Alumna Bette Korber" 1318:, Boston, MA: Kluwer Academic Publishers 481:discrediting the oral polio virus theory 1303: 234:California State University, Long Beach 41:women at the orphanage she helped found 2811: 2772: 2652: 2333: 2331: 1918: 1916: 1900: 1898: 1772: 1762: 968:"HIV-1 vaccine development after STEP" 51:California State University Long Beach 2063: 2061: 2041: 2039: 1871: 1869: 1803: 1801: 1799: 1797: 1795: 1793: 1791: 1789: 1787: 1350: 1348: 1346: 7: 1457: 1455: 1453: 1451: 1449: 1447: 1421: 1419: 1417: 1415: 1413: 1411: 1409: 1407: 1405: 1379: 1377: 1344: 1342: 1340: 1338: 1336: 1334: 1332: 1330: 1328: 1326: 1309: 1307: 2854:American women molecular biologists 2703:Research & Development Magazine 2590:National Institutes of Health (NIH) 1385:"The Ernest Orlando Lawrence Award" 966:Barouch, D. H.; Korber, B. (2010). 564:2001: Distinguished Alumna of CSULB 279:, the human leukemia virus, at the 37:Korber with basket made for her by 2362:Vartabedian, Ralph (2 July 2020). 1506:10.1111/j.1432-1033.1991.tb21041.x 1027:10.1128/jvi.78.23.13232-13252.2004 238:California Institute of Technology 55:California Institute of Technology 14: 2146:Maugh II, T. (February 2, 2000). 2070:"The hunt for the origin of AIDS" 984:10.1146/annurev.med.042508.093728 435:Bill and Melinda Gates Foundation 240:(Caltech), where she worked with 80:Scientist for pediatric AIDS 1997 2174:"Theories on AIDS origin argued" 2095:"Scientists find origin of AIDS" 1987:. March 22, 2018. Archived from 1881:DOE (Department of Energy) Pulse 1635:10.1128/JVI.65.10.5471-5476.1991 1544:Journal of Experimental Medicine 427:Janssen Pharmaceutical Companies 16:American computational biologist 2252:Carmichael, M. (May 30, 2006). 2120:Altman, L. (February 2, 2000). 474:data to calculate when the HIV 283:until 1990. There, Korber used 281:Harvard School of Public Health 2172:Brown, D. (February 2, 2000). 1985:Los Alamos National Laboratory 1588:"1981 graduates: Bette Korber" 311:HIV release from infected cell 191:Los Alamos National Laboratory 118:Los Alamos National Laboratory 1: 2859:American molecular biologists 2724:Matlock, S. (July 22, 2014). 2216:10.1126/science.288.5472.1757 1907:Biomedical Computation Review 1355:Edge, S. (December 2, 2017). 1169:10.1126/science.288.5472.1789 557:Ernest Orlando Lawrence Award 423:National Institutes of Health 419:Simian Immunodeficiency Virus 264:induced by viral infections. 210:Ernest Orlando Lawrence Award 189:. She created a database at 74:Ernest Orlando Lawrence Award 1681:10.1016/0304-419X(92)90017-S 818:10.1371/journal.ppat.1007564 250:regulation of the expression 197:sequences and related data. 2258:WGBH educational foundation 2198:Hillis, D. (June 9, 2000). 1739:10.1007/978-1-4615-3086-2_5 2890: 2546:10.1016/j.chom.2021.03.002 2407:10.1016/j.cell.2020.06.043 2068:Cohen, J. (October 2000). 715:10.1016/j.chom.2021.03.002 664:10.1016/j.chom.2021.05.012 612:10.1016/j.cell.2020.06.043 275:of the AIDS/HIV virus and 260:of tissue transplants, by 2254:"Theories of HIV Origins" 972:Annual Review of Medicine 285:polymerase chain reaction 228:. She earned her B.S. in 200:Korber is a scientist in 156: 84: 30: 224:Bette Korber grew up in 220:Early life and education 2844:Computational chemistry 2534:Cell Host & Microbe 2497:10.1126/science.abe8499 1272:10.1073/pnas.84.10.3380 1219:10.1073/pnas.90.15.7176 1074:10.1126/science.1070441 908:10.1073/pnas.0802203105 703:Cell Host & Microbe 652:Cell Host & Microbe 167:computational biologist 2048:London Review of Books 1556:10.1084/jem.169.4.1309 774:10.1126/sciadv.abb9153 453:Dating the HIV-1 virus 407:Harvard Medical School 401:In collaboration with 389:group has developed a 340: 312: 273:molecular epidemiology 2849:Computational biology 2586:"TRACE Working Group" 587:Selected publications 431:Johnson & Johnson 338: 310: 96:computational biology 2864:American virologists 2730:Santa Fe New Mexican 1991:on September 4, 2019 1842:10.1128/jvi.00114-09 1361:Santa Fe New Mexican 866:10.1128/jvi.03136-14 321:Pasadena, California 214:Department of Energy 2489:2020Sci...370.1464H 2483:(6523): 1464–1468. 2304:10.1038/nature07390 2296:2008Natur.455..661W 2210:(5472): 1757–1759. 2010:Hooper, E. (1999). 1941:2016NatSR...633987T 1883:. November 18, 2018 1830:Journal of Virology 1622:Journal of Virology 1467:Newswise Los Alamos 1263:1987PNAS...84.3380K 1210:1993PNAS...90.7176K 1161:2000Sci...288.1789K 1155:(5472): 1789–1796. 1112:2001Natur.412..334G 1066:2002Sci...296.2354G 1060:(5577): 2354–2360. 1021:(23): 13232–13252. 1015:Journal of Virology 854:Journal of Virology 766:2020SciA....6.9153L 459:history of HIV/AIDS 226:Southern California 202:theoretical biology 175:population genetics 104:population genetics 2705:. October 11, 2018 2401:(4): 812–827.e19. 2101:. February 1, 2000 1929:Scientific Reports 606:(4): 812–827.e19. 476:sequence evolution 439:Sub Saharan Africa 391:computer algorithm 356:HIV vaccine design 341: 313: 297:Santa Fe Institute 254:histocompatibility 122:Santa Fe Institute 2540:(4): 529–539.e3. 2368:Los Angeles Times 2290:(7213): 661–664. 2152:Los Angeles Times 1949:10.1038/srep33987 1836:(17): 8306–8314. 1748:978-1-4613-6348-4 1628:(10): 5471–5476. 1516:978-3-540-55012-9 1257:(10): 3380–3384. 1204:(15): 7176–7180. 902:(21): 7552–7557. 709:(4): 529–539.e3. 535:Awards and honors 405:, a professor at 396:cytotoxic T cells 367:cellular immunity 271:, working on the 242:Iwona Stroynowski 171:molecular biology 160: 159: 151:Iwona Stroynowski 100:molecular biology 86:Scientific career 2881: 2824: 2823: 2817: 2809: 2807: 2806: 2791: 2785: 2784: 2778: 2770: 2768: 2767: 2758:. 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Index


Zulu
California State University Long Beach
California Institute of Technology
Ernest Orlando Lawrence Award
Elizabeth Glaser
computational biology
molecular biology
population genetics
virology
Los Alamos National Laboratory
Santa Fe Institute
Thesis
Doctoral advisor
Leroy Hood
Iwona Stroynowski
computational biologist
molecular biology
population genetics
HIV
AIDS
HIV vaccine
Los Alamos National Laboratory
genome
theoretical biology
biophysics
Ernest Orlando Lawrence Award
Department of Energy
Southern California
chemistry

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