Selected Publications

Guare LA, Das J, Caruth L, Rajagopalan A, Akerele AT, Brumpton BM, Chen TT, Kottyan L, Lin YF, Moreno E, Mulford AJ, Dombrovska MS, Luo Y, Rovite V, Sanders AR, Teerlink C, Candelieri D, Elhadad N, Hill A, Jarvik GP, Jaworski J, Lynch J, Namba S, Okada Y, Shi Y, Shirai Y, Shortt J, Wei WQ, Weng C, Yamamoto Y, Biobank PM, Genetics Center R, Meta-Analysis Initiative GB, Chapman S, Zhou W, Edwards T, Senapati S, Velez Edwards DR, Setia-Verma S.: Expanding the genetic landscape of endometriosis: Integrative -omics analyses implicate key genes and pathways in a multi-ancestry study of over one million women. Res Sq Dec 2025.

Zhu Y, Ikuzwe Sindikubwabo AB, Bradford Y, Salowe R, Caruth L, Pham K, Laxmi M, Vrathasha V, Aibo MI, Lee R, Halimitabrizi M, Rosa ID, Ghaffari L, He J, Ritchie MD, O'Brien JM, Setia-Verma S.: Multimodal Prediction of Primary Open-Angle Glaucoma Using Polygenic Risk Scores and Clinical Features in a High-Risk African Ancestry Cohort. medRxiv Oct 2025.

Sindikubwabo ABI, Caruth L, Zhu Y, Bradford Y, Salowe R, Ritchie MD, Vujković M, O'Brien J, Setia-Verma S.: Endophenotype Guided Genome-Wide Association Study to Enhance Genetic Risk Prediction of Primary Open-Angle Glaucoma in African Ancestry Populations. medRxiv Oct 2025.

Sykes A, Caruth L, Gross S, Verma SS, Hoshi T, Deutsch C.: Disease-associated Kv1.3 Variants are Energy Compromised with Impaired Nascent Chain Folding. J Mol Biol 437: 169226, Sep 2025.

Das J, Gutman SM, McAllister A, Sammel M, Schreiber CA, Verma SS.: Serum Protein Dynamics in Early Pregnancy Loss Management: Findings from the PreFaiR Trial. Res Sq Sep 2025.

Furquim CP, Lannawill C, Chandrasekaran G, Cucchiara A, Kallan MJ, Martin L, Feres M, Bittinger K, Divaris K, Glessner J, Kantarci A, Giannobile W, Verma SS, F Teles.: Developing Predictive Models for Periodontitis Progression Using Artificial Intelligence: A Longitudinal Cohort Study. J Clin Periodontol Aug 2025.

Rajagopalan A, Nguyen TA, Guare LA, Garao Rico AL, Venkatesh R, Caruth L; Regeneron Genetics Center; Penn Medicine BioBank; Verma A, Ritchie MD, Hall MA, Romano JD, Setia-Verma S.: DRIVE-KG: Enhancing variant-phenotype association discovery in understudied complex diseases using heterogeneous knowledge graphs. medRxiv Aug 2025.

Smit RAJ, Wade KH, Hui Q, Arias JD, Yin X, Christiansen MR, Yengo L, Preuss MH, Nakabuye M, Rocheleau G, Graham SE, Buchanan VL, Chittoor G, Graff M, Guindo-Martínez M, Lu Y, Marouli E, Sakaue S, Spracklen CN, Vedantam S, Wilson EP, Chen SH, Ferreira T, Ji Y, Karaderi T, Lüll K, Machado M, Malden DE, Medina-Gomez C, Moore A, Rüeger S, Akiyama M, Allison MA, Alvarez M, Andersen MK, Appadurai V, Arbeeva L, Bartell E, Bhaskar S, Bielak LF, Bis JC, Bollepalli S, Bork-Jensen J, Bradfield JP, Bradford Y, Brandl C, Braund PS, Brody JA, Broeckel U, Burgdorf KS, Cade BE, Cai Q, Camarda S, Campbell A, Cañadas-Garre M, Chai JF, Chesi A, Choi SH, Christofidou P, Couture C, Cuellar-Partida G, Danning R, Degenhardt F, Delgado GE, Delitala A, Demirkan A, Deng X, Dietl A, Dimitriou M, Dimitrov L, Dorajoo R, Eichelmann F, Eliasen AU, Engmann JE, Erdos MR, Fairhurst-Hunter Z, Farmaki AE, Faul JD, Fernandez-Lopez JC, Forer L, Frank M, Freitag-Wolf S, Fritsche LG, Fuchsberger C, Galesloot TE, Gao Y, Geller F, Giannakopoulou O, Giulianini F, Gjesing AP, Goel A, Gordon SD, Gorski M, Grove J, Guo X, Gustafsson S, Haessler J, Hansen TF, Havulinna AS, Haworth SJ, Heard-Costa N, Hemerich D, Highland HM, Hindy G, Ho YL, Hofer E, Holliday E, Horn K, Hornsby WE, Hottenga JJ, Huang H, Huang J, Huerta-Chagoya A, Huo S, Hwang MY, Hwu CM, Iha H, Ikeda DD, Isono M, Jackson AU, Jansen IE, Jiang Y, Johansson I, Jonsson A, Jørgensen T, Kalafati IP, Kanai M, Kanoni S, Kårhus LL, Kasturiratne A, Katsuya T, Kawaguchi T, Kember RL, Kentistou KA, Kim D, Kim HN, Kim YJ, Kleber ME, Knol MJ, Kurbasic A, Lauzon M, Le P, Lea R, Lee JY, Lee WJ, Leonard HL, Li H, Li SA, Li X, Li X, Liang J, Lin H, Lin K, Liu J, Liu X, Lo KS, Long J, Lores-Motta L, Luan J, Lyssenko V, Lyytikäinen LP, Mahajan A, Malik MZ, Mamakou V, Mangino M, Manichaikul A, Marten J, Mattheisen M, McDaid AF, Mei Q, Meiselbach H, Melendez TL, Milaneschi Y, Miller JE, Millwood IY, Mishra PP, Mitchell RE, Møllehave LT, Mononen N, Mucha S, Munz M, Mykkänen J, Nakatochi M, Nardone GG, Nelson CP, Nethander M, Nho CW, Nielsen AA, Nolte IM, Nongmaithem SS, Noordam R, Ntalla I, Nutile T, Pandit A, Pauper M, Petersen ERB, Petersen LV, Piluso F, Polašek O, Poveda A, Pyarajan S, Raffield LM, Rakugi H, Ramirez J, Rasheed A, Raven D, Rayner NW, Riveros C, Rohde R, Ruggiero D, Ruotsalainen SE, Ryan KA, Sabater-Lleal M, Santin A, Saxena R, Scholz M, Shen B, Shi J, Shin JH, Sidore C, Sidorenko J, Sim X, Slieker RC, Smith AV, Smith JA, Smyth LJ, Southam L, Steinthorsdottir V, Sun L, Takeuchi F, Taylor KD, Tayo BO, Tcheandjieu C, Terzikhan N, Tesolin P, Teumer A, Theusch E, Thompson DJ, Thorleifsson G, Timmers PRHJ, Trompet S, Turman C, Vaccargiu S, van der Laan SW, van der Most PJ, van Klinken JB, van Setten J, Verma SS, Verweij N, Veturi Y, Wang CA, Wang C, Wang JS, Wang L, Wang YX, Wang Z, Warren HR, Bin Wei W, Wen W, Wheeler WA, Wickremasinghe AR, Wielscher M, Winsvold BS, Wong A, Wuttke M, Xia R, Yamamoto K, Yang J, Yao J, Young H, Yousri NA, Yu L, Zeng L, Zhang W, Zhang X, Zhao JH, Zhao W, Zhou W, Zimmermann ME, Zoledziewska M, 't Hart LM, Adair LS, Adams HHH, Aguilar-Salinas CA, Al-Mulla F, Arnett DK, Asselbergs FW, Åsvold BO, Attia J, Banas B, Bandinelli S, Beilin LJ, Bennett DA, Bergler T, Bharadwaj D, Biino G, Boerwinkle E, Böger CA, Borja JB, Bouchard C, Bowden DW, Brandslund I, Brumpton B, Buring JE, Caulfield MJ, Chambers JC, Chandak GR, Chanock SJ, Chaturvedi N, Ida Chen YD, Chen Z, Cheng CY, Cho YS, Christensen K, Christophersen IE, Ciullo M, Cole JW, Collins FS, Concas MP, Cooper RS, Cruz M, Cucca F, Cutler MJ, Damrauer SM, Dantoft TM, de Borst GJ, de Geus EJC, de Groot LCPGM, De Jager PL, de Kleijn DPV, de Silva HJ, Dedoussis GV, den Hollander AI, Du S, Easton DF, Eckardt KU, Elders PJM, Eliassen AH, Ellinor PT, Elmståhl S, Erdmann J, Evans MK, Fatkin D, Feenstra B, Feitosa MF, Ferrucci L, Florez JC, Ford I, Fornage M, Franke A, Franks PW, Freedman BI, Gieger C, Girotto G, Golightly YM, Gonzalez-Villalpando C, Gordon-Larsen P, Grallert H, Grant SFA, Grarup N, Griffiths L, Gudnason V, Haiman C, Hakonarson H, Hansen T, Hartman CA, Hattersley AT, Hayward C, Heid IM, Heng CK, Hengstenberg C, Herzig KH, Hewitt AW, Hishigaki H, Hougaard DM, Hoyng CB, Huang PL, Huang W, Huang WY, Huffman JE, Hunt SC, Hutri N, Hveem K, Hyppönen E, Iacono WG, Ichihara S, Ikram MA, Isasi CR, Jarvelin MR, Jin ZB, Jöckel KH, Jonas JB, Joshi PK, Jousilahti P, Jukema JW, Kähönen M, Kamatani Y, Kang KD, Kaprio J, Kardia SLR, Karpe F, Kato N, Kavousi M, Kee F, Kessler T, Khera AV, Khor CC, Kiemeney LALM, Kim BJ, Kim EK, Kim HL, Kirchhof P, Kivimaki M, Koh WP, Koistinen HA, Kokkinos A, Kooner JS, Kooperberg C, Kovacs P, Kraaijeveld A, Kraft P, Krauss RM, Kumari M, Kutalik Z, Laakso M, Lange LA, Langenberg C, Launer LJ, Lee H, Lee NR, Lehtimäki T, Lemaitre RN, Li H, Li L, Lieb W, Lin X, Lind L, Linneberg A, Liu CT, Liu J, Loeffler M, London B, Lu F, Lubitz SA, Mackey DA, Magnusson PKE, Manson JE, Marcus GM, Marques Vidal P, Martin NG, März W, Matsuda F, McCarthy MI, McGarrah RW, McGue M, McKnight AJ, Medland SE, Mellström D, Metspalu A, Mitchell BD, Mitchell P, Mook-Kanamori DO, Mori TA, Morris AD, Mucci LA, Munroe PB, Nalls MA, Nazarian S, Nelson AE, Neville MJ, Newton-Cheh C, Nielsen CS, Niinikoski H, Nikus K, Nöthen MM, Ogunniyi A, Ohlsson C, Oldehinkel AJ, Orozco L, Pahkala K, Pajukanta P, Palmer CNA, Parra EJ, Pattaro C, Pedersen O, Pennell CE, Penninx BWJH, Perusse L, Peters A, Peyser PA, Porteous DJ, Posthuma D, Power C, Pramstaller PP, Province MA, Psaty BM, Qi Q, Qu J, Rader DJ, Raitakari OT, Rallidis LS, Rao DC, Redline S, Reilly DF, Reiner AP, Rhee SY, Ridker PM, Rienstra M, Ripatti S, Ritchie MD, Rivadeneira F, Roden DM, Rosendaal FR, Rotter JI, Rudan I, Rutters F, Ryu S, Sabanayagam C, Salako B, Saleheen D, Salomaa V, Samani NJ, Sanghera DK, Sattar N, Schmidt B, Schmidt H, Schmidt R, Schulze MB, Schunkert H, Scott LJ, Scott RJ, Sever P, Sheu WHH, Shoemaker MB, Shu XO, Simonsick EM, Sims M, Singleton AB, Sinner MF, Smith JG, Snieder H, Spector TD, Spedicati B, Stampfer MJ, Stark KJ, Strachan DP, Tabara Y, Tai ES, Tang H, Tardif JC, Thanaraj TA, Tönjes A, Tuomi T, Tuomilehto J, Tusié-Luna MT, van Dam RM, van der Harst P, Van der Velde N, van Duijn CM, van Schoor NM, Vitart V, Vohl MC, Völker U, Vollenweider P, Völzke H, Vrieze S, Wacher-Rodarte NH, Walker M, Wander GS, Wareham NJ, Watanabe RM, Watkins H, Weir DR, Werge TM, Widen E, Willemsen G, Willett WC, Wilson JF, Wilson PWF, Wong TY, Woo JT, Wright AF, Xu H, Yajnik CS, Yang J, Yokota M, Yuan JM, Zeggini E, Zemel BS, Zheng W, Zhu X, Zillikens MC, Zonderman AB, Zwart JA; 23andMe Research Team; DiscovEHR (DiscovEHR and MyCode Community Health Initiative); eMERGE (Electronic Medical Records and Genomics Network); GPC-UGR; PRACTICAL Consortium; Understanding Society Scientific Group; VA Million Veteran Program; Abecasis GR, Assimes TL, Auton A, Boehnke M, Chasman DI, Esko T, Stefansson K, Lettre G, Lindgren CM, Ng MCY, O'Donnell CJ, Thorsteinsdottir U, Visscher PM, Walters RG, Winkler TW, Wood AR, Deloukas P, Frayling TM, Justice AE, Kilpeläinen TO, Locke AE, Mohlke KL, North KE, Okada Y, Willer CJ, Young KL, Fatumo S, McCaffery JM, Timpson NJ, Hirschhorn JN, Sun YV, Berndt SI, Loos RJF: Polygenic prediction of body mass index and obesity through the life course and across ancestries. Nature Medicine 21, July 2025.

Woerner J, Westbrook TM, Joo J, Shivakumar M, Venkatesh R, Cherlin T, Jung SH, Jeong S, Maseda D, McKeague M, Shwetank, Ionita M, Wagenaar J, Abramowitz SA, Verma A, Zhao B, Lee S, Damrauer S, Levin MG, Heo SC, Cappola TP, Rader DJ, Day S, Deo R, Gelfand JM, Ramessur R, Guerraty MA, Setia-Verma S, Pasaniuc B, Ritchie MD, Apostolidis SA, Greenplate AR, Wherry EJ; Penn Medicine Biobank; Nam Y, Kim D.: Large-scale evaluation of proteomic and polygenic risk scores reveals complementary contributions to incident disease prediction. medRxiv Jul 2025.

Stefanie N Hinkle, Chelsea C Okeh, Ernesto Ulloa-Pérez, Ashika Mani, Eve J Higginbotham, Rosemary Thomas, Matthew D Kearney, Corrinne Fahl, Enrique F Schisterman, Shefali S Verma, Roy Hamilton, Sunni L Mumford: Perceptions of institutional engagement and inclusion by sexual orientation and gender identity. JAMA Network Open. American Medical Association, 8(6): e2513772-e2513772, June 2025.