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INFORMATION FOR

Leying Guan

Associate Professor of Biostatistics
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Associate Professor of Biostatistics

Biography

Leying Guan is an Assistant Professor of Biostatistics at Yale University. She received her Ph.D from the Statistics department at Stanford in 2019. Her research primarily focuses on high dimensional statsitics, robust statistical learning, statistical inference and developing statistical and machine learning methods driven by scientific applications including genetics, immunology, and computational neuroscience.

Last Updated on April 07, 2025.

Appointments

Other Departments & Organizations

Research

Overview

High-dimensional Statistics; Statistical Inference; Outlier Detection; Machine Learning and Data Science; Statistical Genetics; Computational Neuroscience; Statistical Analysis of Immune Signatures in Human infection.

Medical Research Interests

Computational Biology; Epigenomics; Gene Regulatory Networks; Genetics; Immune System Diseases; Machine Learning; Neurosciences; Statistics

Research at a Glance

Yale Co-Authors

Frequent collaborators of Leying Guan's published research.

Publications

2026

2025

  • Minimalistic transcriptomic signatures permit accurate early prediction of COVID-19 mortality
    Narendra R, Lydon E, Van Phan H, Spottiswoode N, Neyton L, Diray-Arce J, Network I, Consortium C, Consortium E, Becker P, Kim-Schulze S, Hoch A, Pickering H, van Zalm P, Cairns C, Altman M, Augustine A, Bosinger S, Eckalbar W, Guan L, Jayavelu N, Kleinstein S, Krammer F, Maecker H, Ozonoff A, Peters B, Rouphael N, Montgomery R, Reed E, Schaenman J, Steen H, Levy O, Haller S, Erle D, Hendrickson C, Krummel M, Matthay M, Woodruff P, Haddad E, Calfee C, Langelier C. Minimalistic transcriptomic signatures permit accurate early prediction of COVID-19 mortality. JCI Insight 2025, 10: e195436. PMID: 41212055, PMCID: PMC12643502, DOI: 10.1172/jci.insight.195436.
    Peer-Reviewed Original Research
  • A multi-omics recovery factor predicts long COVID in the IMPACC study
    Gabernet G, Maciuch J, Gygi J, Moore J, Hoch A, Syphurs C, Chu T, Jayavelu N, Corry D, Kheradmand F, Baden L, Sekaly R, McComsey G, Haddad E, Cairns C, Rouphael N, Fernandez-Sesma A, Simon V, Metcalf J, Higuita N, Hough C, Messer W, Davis M, Nadeau K, Pulendran B, Kraft M, Bime C, Reed E, Schaenman J, Erle D, Calfee C, Atkinson M, Brakenridge S, Melamed E, Shaw A, Hafler D, Augustine A, Becker P, Ozonoff A, Bosinger S, Eckalbar W, Maecker H, Kim-Schulze S, Steen H, Krammer F, Westendorf K, Network I, Peters B, Fourati S, Altman M, Levy O, Smolen K, Montgomery R, Diray-Arce J, Kleinstein S, Guan L, Ehrlich L. A multi-omics recovery factor predicts long COVID in the IMPACC study. Journal Of Clinical Investigation 2025, 135: e193698. PMID: 40924481, PMCID: PMC12582403, DOI: 10.1172/jci193698.
    Peer-Reviewed Original Research
  • Baseline predictors for 28-day COVID-19 severity and mortality among hospitalized patients: results from the IMPACC study
    Hou J, Haslund-Gourley B, Diray-Arce J, Hoch A, Rouphael N, Becker P, Augustine A, Ozonoff A, Guan L, Kleinstein S, Peters B, Reed E, Altman M, Langelier C, Maecker H, Kim S, Montgomery R, Krammer F, Wilson M, Eckalbar W, Bosinger S, Levy O, Steen H, Rosen L, Baden L, Melamed E, Ehrlich L, McComsey G, Sekaly R, Schaenman J, Shaw A, Hafler D, Corry D, Kheradmand F, Atkinson M, Brakenridge S, Agudelo Higuita N, Metcalf J, Hough C, Messer W, Pulendran B, Nadeau K, Davis M, Fernandez Sesma A, Simon V, Kraft M, Bime C, Calfee C, Erle D, Impacc Network, Robinson L, Cairns C, Haddad E, Comunale M. Baseline predictors for 28-day COVID-19 severity and mortality among hospitalized patients: results from the IMPACC study. Frontiers In Medicine 2025, 12: 1604388. PMID: 40687705, PMCID: PMC12271175, DOI: 10.3389/fmed.2025.1604388.
    Peer-Reviewed Original Research
  • Type 2 immune responses are associated with less severe COVID-19 in a hospitalized cohort
    Jayavelu N, Qi J, Milliren C, Ozonoff A, Liu S, Levy O, Baden L, Melamed E, McComsey G, Cairns C, Schaenman J, Shaw A, Hafler D, Corry D, Kheradmand F, Atkinson M, Brakenridge S, Higuita N, Metcalf J, Hough C, Messer W, Pulendran B, Nadeau K, Davis M, Geng L, Sesma A, Simon V, Krammer F, Bime C, Calfee C, Bosinger S, Eckalbar W, Steen H, Maecker H, Becker P, Augustine A, Holland S, Rosen L, Lee S, Vaysman T, Ozonoff A, Diray-Arce J, Chen J, Kho A, Milliren C, Hoch A, Chang A, McEnaney K, Barton B, Lentucci C, Murphy M, Saluvan M, Shaheen T, Liu S, Syphurs C, Albert M, Hayati A, Bryant R, Abraham J, Thomas S, Cooney M, Karoly M, Altman M, Jayavelu N, Presnell S, Kohr B, Jancsyk T, Arnett A, Peters B, Overton J, Vita R, Westendorf K, Overton J, Levy O, Steen H, van Zalm P, Fatou B, Smolen K, Viode A, van Haren S, Jha M, Stevenson D, Odumade O, Baden L, Mendez K, Lasky-Su J, Tong A, Rooks R, Desjardins M, Sherman A, Walsh S, Mitre X, Cauley J, Li X, Evans B, Montesano C, Licona J, Krauss J, Issa N, Chang J, Izaguirre N, Hutton S, Michelotti G, Wong K, Tebbutt S, Shannon C, Sekaly R, Fourati S, McComsey G, Harris P, Sieg S, Ribeiro S, Cairns C, Haddad E, Kutzler M, Bernui M, Cusimano G, Connors J, Woloszczuk K, Joyner D, Edwards C, Lee E, Lin E, Melnyk N, Powell D, Kim J, Goonewardene I, Simmons B, Smith C, Martens M, Croen B, Semenza N, Bell M, Furukawa S, McLin R, Tegos G, Rogowski B, Mege N, Ulring K, Schearer P, Sheidy J, Nagle C, Seyfert-Margolis V, Rouphael N, Bosinger S, Boddapati A, Tharp G, Pellegrini K, Johnson B, Panganiban B, Huerta C, Anderson E, Samaha H, Sevransky J, Bristow L, Beagle E, Cowan D, Hamilton S, Hodder T, Bechnak A, Cheng A, Mehta A, Ciric C, Spainhour C, Carter E, Scherer E, Usher J, Hellmeister K, Hussaini L, Hewitt L, Mcnair N, Ribeiro S, Wimalasena S, Fernandez-Sesma A, Simon V, Krammer F, Van Bakel H, Kim-Schulze S, Reiche A, Qi J, Lee B, Carreño J, Singh G, Raskin A, Tcheou J, Khalil Z, van de Guchte A, Farrugia K, Khan Z, Kelly G, Srivastava K, Eaker L, Bermúdez-González M, Mulder L, Beach K, Saksena M, Altman D, Kojic E, Sominsky L, Azad A, Bielak D, Kawabata H, Yellin T, Fried M, Sullivan L, Morris S, Kleiner G, Stadlbauer D, Dutta J, Xie H, Patel M, Nie K, Rahman A, Messer W, Hough C, Siegel S, Sullivan P, Lu Z, Brunton A, Strand M, Lyski Z, Coulter F, Micheleti C, Maecker H, Pulendran B, Nadeau K, Rosenberg-Hasson Y, Leipold M, Sigal N, Rogers A, Fernandes A, Manohar M, Do E, Chang I, Lee A, Blish C, Din H, Roque J, Geng L, Artandi M, Davis M, Ahuja N, Yang S, Chinthrajah S, Hagan T, Reed E, Schaenman J, Salehi-Rad R, Rivera A, Pickering H, Sen S, Elashoff D, Ward D, Brook J, Sanchez E, Llamas M, Perdomo C, Magyar C, Fulcher J, Erle D, Calfee C, Hendrickson C, Kangelaris K, Nguyen V, Lee D, Chak S, Ghale R, Gonzalez A, Jauregui A, Leroux C, Altamirano L, Rashid A, Willmore A, Woodruff P, Krummel M, Carrillo S, Ward A, Langelier C, Patel R, Wilson M, Dandekar R, Alvarenga B, Rajan J, Eckalbar W, Schroeder A, Fragiadakis G, Tsitsiklis A, Mick E, Guerrero Y, Love C, Maliskova L, Adkisson M, Leligdowicz A, Beagle A, Rao A, Sigman A, Samad B, Curiel C, Shaw C, Tietje-Ulrich G, Milush J, Singer J, Vasquez J, Tang K, Betancourt L, Santhosh L, Pierce L, Paz M, Matthay M, Thakur N, Rodriguez N, Sutter N, Jones N, Sinha P, Prasad P, Lota R, Rashid S, Asthana S, Bhide S, Lea T, Abe-Jones Y, Hafler D, Montgomery R, Shaw A, Kleinstein S, Gygi J, Pawar S, Konstorum A, Chen E, Cotsapas C, Wang X, Xu L, Dela Cruz C, Iwasaki A, Mohanty S, Nelson A, Zhao Y, Farhadian S, Asashima H, Chaudhary O, Coppi A, Fournier J, Muenker M, Nelson A, Raddassi K, Rainone M, Ruff W, Salahuddin S, Shulz W, Vijayakumar P, Wang H, Wunder E, Young H, Ko A, Wang X, Duchen D, Esserman D, Guan L, Brito A, Rothman J, Grubaugh N, Corry D, Kheradmand F, Song L, Nelson E, Metcalf J, Higuita N, Sinko L, Booth J, Drevets D, Brown B, Kraft M, Bime C, Mosier J, Erickson H, Schunk R, Kimura H, Conway M, Francisco D, Molzahn A, Wilson C, Schunk R, Hughes T, Sierra B, Atkinson M, Brakenridge S, Ungaro R, Manning B, Moldawer L, Oberhaus J, Guirgis F, Borresen B, Anderson M, Ehrlich L, Melamed E, Maguire C, Wylie D, Rousseau J, Hurley K, Geltman J, Siles N, Rogers J, Augustine A, Diray-Arce J, Haddad E, Sekaly R, Kraft M, Woodruff P, Erle D, Ehrlich L, Montgomery R, Becker P, Altman M, Fourati S. Type 2 immune responses are associated with less severe COVID-19 in a hospitalized cohort. Journal Of Allergy And Clinical Immunology Global 2025, 4: 100515. PMID: 40709330, PMCID: PMC12284355, DOI: 10.1016/j.jacig.2025.100515.
    Peer-Reviewed Original Research
  • FTO inhibition enhances the therapeutic index of radiation therapy in head and neck cancer
    Ji L, Pu L, Wang J, Cao H, Melemenidis S, Sinha S, Guan L, Laseinde E, von Eyben R, Richter S, Nam J, Kong C, Casey K, Graves E, Frock R, Le Q, Rankin E. FTO inhibition enhances the therapeutic index of radiation therapy in head and neck cancer. JCI Insight 2025, 10: e184968. PMID: 40485587, PMCID: PMC12220955, DOI: 10.1172/jci.insight.184968.
    Peer-Reviewed Original Research
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