Ching-Ti T. Liu, PhD

Publications

• Published on 1/20/2026

  Yang T, Wang Y, Zhou Z, Liu CT. engGNN: A Dual-Graph Neural Network for Omics-Based Disease Classification and Feature Selection. ArXiv. 2026 Jan 20. PMID: 41647208.

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• Published on 1/9/2026

  Cuellar-Lobo M, Gao M, Ruda MM, Prescott B, Xanthakis V, Benjamin EJ, Cheng S, Vasan RS, Liu CT, Tsao CW. Association of Cardiovascular Health and Genetic Risk for Left Ventricular Mass with Left Ventricular Structure, Function, and Incident Cardiovascular Outcomes. medRxiv. 2026 Jan 09. PMID: 41542664.

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• Published on 12/9/2025

  Wang N, Zhang Y, Schroeder P, Huerta-Chagoya A, Mandla R, Meigs JB, Manning AK, Liu CT, Dupuis J, Mercader JM. Evaluation of Sex-Stratified Polygenic Risk Scores for Type 2 Diabetes Mellitus and Glycemic Traits in the Framingham Heart Study. Diabetes Metab J. 2025 Dec 09. PMID: 41360390.

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• Published on 11/1/2025

  Haff MG, Murabito JM, Vasan RS, Spartano NL, Liu CT, Zhang X, Benjamin EJ, Lewis GD, Long MT. Physical Activity by Accelerometer Inversely Associated With Liver Fibrosis; Cross-Sectional Analysis of a Longitudinal Cohort. Liver Int. 2025 Nov; 45(11):e70380. PMID: 41055309.

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• Published on 10/30/2025

  Xu C, Bhurosy T, Liu CT, Lee YH. Ten-year dietary trends and urban-rural disparities in fruit, vegetable, meat, egg, and milk products consumption among older Chinese adults. Nutr Diet. 2025 Oct 30. PMID: 41164909.

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• Published on 10/3/2025

  Zhang M, Tang J, Brown MR, Morrison AC, Boerwinkle E, Manning AK, Liu CT, Chen H. Robust Mixed Model Association Test for Gene-Environment Interactions. medRxiv. 2025 Oct 03. PMID: 41256107.

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• Published on 9/12/2025

  Krishnan M, Anwar MY, Justice AE, Chittoor G, Chen HH, Roshani R, Scartozzi A, Dickerson RR, Smit RAJ, Preuss MH, Chami N, Hadad BS, Parra EJ, Cruz M, Hui Q, Wilson PWF, Sun YV, Zhang X, Linchangco GV, Kardia SLR, Faul JD, Weir DR, Bielak LF, Highland HM, Young KL, Qi B, Wang Y, Fornage M, Haiman C, Cheng I, Peters U, Kooperberg C, Buyske S, McCormick JB, Fisher-Hoch SP, Lona-Durazo F, Peralta J, Gomez-Zamudio J, Rich SS, Ferrier KR, Lange EM, Gignoux CR, Kenny EE, Wojcik GL, Cho K, Gaziano MJ, Djousse L, Liu S, Vaidya D, de Mutsert R, Josyula NS, Bauer CR, Zhao W, Walker RW, Smith JA, Lange LA, Meyer MC, Liu CT, Yanek LR, Lee M, Raffield LM, Loos RJF, Gordon-Larsen P, Below JE, North KE, Graff M. Genome-wide association study provides novel insight into the genetic architecture of severe obesity. PLoS Genet. 2025 Sep; 21(9):e1011842. PMID: 40939575.

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• Published on 7/21/2025

  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, et al. Polygenic prediction of body mass index and obesity through the life course and across ancestries. Nat Med. 2025 Sep; 31(9):3151-3168. PMID: 40691366.

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• Published on 7/3/2025

  Song Z, Gunn S, Monti S, Peloso GM, Liu CT, Lunetta K, Sebastiani P. Learning Gaussian Graphical Models from Correlated Data. Front Syst Biol. 2025; 5. PMID: 40766210.

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• Published on 6/20/2025

  Bentley AR, Brown MR, Musani SK, Schwander KL, Winkler TW, Sims M, Kilpeläinen TO, Aschard H, Bartz TM, Bielak LF, Chai JF, Chitrala KN, Franceschini N, Graff M, Guo X, Hartwig FP, Horimoto ARVR, Lim E, Liu Y, Manning AK, Nolte IM, Noordam R, Richard MA, Smith AV, Sung YJ, Vojinovic D, Wang R, Wang Y, Feitosa MF, Harris SE, Lyytikäinen LP, Pistis G, Rauramaa R, van der Most PJ, Ware E, Weiss S, Wen W, Yanek LR, Arking DE, Arnett DK, Ballantyne C, Boerwinkle E, Chen YI, Daviglus ML, de Las Fuentes L, de Vries PS, Delaney JAC, Fretts AM, Ekunwe L, Faul JD, Gallo LC, Heikkinen S, Homuth G, Ikram MA, Isasi CR, Jonas JB, Keltikangas-Järvinen L, Komulainen P, Kraja AT, Krieger JE, Launer L, Liu J, Lohman K, Luik AI, Manichaikul AW, Marques-Vidal P, Milaneschi Y, Mwasongwe SE, O'Connell JR, Rice K, Rich SS, Schreiner PJ, Schwettmann L, Shikany JM, Shu XO, Smith JA, Snieder H, Sotoodehnia N, Tai ES, Taylor KD, Tinker L, Tsai MY, Uitterlinden AG, van Duijn CM, van Heemst D, Waldenberger M, Wallace RB, Wee HL, Weir DR, Wei WB, Willems van Dijk K, Wilson G, Yao J, Young KL, Zhang X, Zhao W, Zhu X, Zonderman AB, Deary IJ, Gieger C, Grabe HJ, Lakka TA, Lehtimäki T, Oldehinkel AJ, Preisig M, Wang YX, Zheng W, Evans MK, Province M, Gauderman J, Gudnason V, Hartman CA, Horta BL, Kardia SLR, Kooperberg C, Liu CT, Mook-Kanamori DO, Penninx BW, Pereira AC, Peyser PA, Psaty BM, Rotter JI, Sim X, North KE, Rao DC, Bierut L, Miller CL, Morrison AC, Rotimi CN, Fornage M, Fox ER. Multi-ancestry genome-wide association analyses incorporating SNP-by-psychosocial interactions identify novel loci for serum lipids. Transl Psychiatry. 2025 Jun 20; 15(1):207. PMID: 40537477.

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