Ching-Ti T. Liu, PhD
Professor, Biostatistics - Boston University School of Public Health
Biography
Dr. Liu's research interest mainly focuses on the development of statistical and computational approaches for genetics/genomics and bioinformatics studies. He also collaborates as a statistician or statistical geneticist on projects studying complex diseases such as diabetes, obesity, musculoskeletal disorder, and cancer. Dr. Liu has more than 10-year experience working on Framingham Heart Study (FHS) as a biostatistician collaborating on various projects. Dr. Liu has also functioned as a collaborator on traditional epidemiological, biomedical or basic science research beyond FHS. In addition, Dr. Liu has been actively engaged in several international collaborative consortia for the analysis of genetics and genomics data.
Other Positions
- Investigator - Framingham Heart Study
Education
- University of California, Los Angeles, PhD Field of Study: Statistics
- University of California, Los Angeles, MS Field of Study: Statistics
- National Central University, MS Field of Study: Statistics
- National Central University, BS Field of Study: Statistics
Classes Taught
- SPHBS723
- SPHBS806
Publications
- 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.
Read At: PubMed
- 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.
Read At: PubMed
- 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.
Read At: PubMed
- 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.
Read At: PubMed
- Published on 5/26/2025
Nomura S, Guan W, Zhang Y, Tison GH, Ikezaki H, Diffenderfer MR, Liu CT, Hoogeveen RC, Ballantyne CM, Schaefer EJ, Tsai MY. Lipoprotein(a) and Heart Failure Among Black and White Participants in Atherosclerosis Risk in Communities Study, Framingham Offspring Study, and Multi-Ethnic Study of Atherosclerosis: The Pooling Project. J Am Heart Assoc. 2025 Jun 03; 14(11):e038608. PMID: 40417812.
Read At: PubMed
- Published on 4/28/2025
Zhang X, Su KJ, Banerjee B, Eres I, Hsu YH, Crandall CJ, Donaka R, Han Z, Jackson RD, Liu H, Luo Z, Mitchell BD, Qiu C, Tian Q, Shen H, Tsai MJ, Wiggins KL, Xu H, Yau M, Zhao LJ, Zhang X, Montasser ME, Kiel DP, Deng HW, Liu CT, Karasik D. Multi-ancestry whole genome sequencing analysis of lean body mass. Genome Biol. 2025 Apr 28; 26(1):106. PMID: 40296127.
Read At: PubMed
- Published on 4/11/2025
Zhang X, Brody JA, Graff M, Highland HM, Chami N, Xu H, Wang Z, Ferrier KR, Chittoor G, Josyula NS, Meyer M, Gupta S, Li X, Li Z, Allison MA, Becker DM, Bielak LF, Bis JC, Boorgula MP, Bowden DW, Broome JG, Buth EJ, Carlson CS, Chang KM, Chavan S, Chiu YF, Chuang LM, Conomos MP, DeMeo DL, Du M, Duggirala R, Eng C, Fohner AE, Freedman BI, Garrett ME, Guo X, Haiman C, Heavner BD, Hidalgo B, Hixson JE, Ho YL, Hobbs BD, Hu D, Hui Q, Hwu CM, Jackson RD, Jain D, Kalyani RR, Kardia SLR, Kelly TN, Lange EM, LeNoir M, Li C, Le Marchand L, McDonald MN, McHugh CP, Morrison AC, Naseri T, O'Connell J, O'Donnell CJ, Palmer ND, Pankow JS, Perry JA, Peters U, Preuss MH, Rao DC, Regan EA, Reupena SM, Roden DM, Rodriguez-Santana J, Sitlani CM, Smith JA, Tiwari HK, Vasan RS, Wang Z, Weeks DE, Wessel J, Wiggins KL, Wilkens LR, Wilson PWF, Yanek LR, Yoneda ZT, Zhao W, Zöllner S, Arnett DK, Ashley-Koch AE, Barnes KC, Blangero J, Boerwinkle E, Burchard EG, Carson AP, Chasman DI, Ida Chen YD, Curran JE, Fornage M, Gordeuk VR, He J, Heckbert SR, Hou L, Irvin MR, Kooperberg C, Minster RL, Mitchell BD, Nouraie M, Psaty BM, Raffield LM, Reiner AP, Rich SS, Rotter JI, Benjamin Shoemaker M, Smith NL, Taylor KD, Telen MJ, Weiss ST, Zhang Y, Heard-Costa N, Sun YV, Lin X, Cupples LA, Lange LA, Liu CT, Loos RJF, North KE, Justice AE. Whole genome sequencing analysis of body mass index identifies novel African ancestry-specific risk allele. Nat Commun. 2025 Apr 11; 16(1):3470. PMID: 40216759.
Read At: PubMed
- Published on 4/11/2025
Hoogeveen RC, Diffenderfer MR, Lim E, Liu CT, Ikezaki H, Guan W, Tsai MY, Ballantyne CM. Lipoprotein(a) and Risk of Incident Atherosclerotic Cardiovascular Disease: Impact of High-Sensitivity C-Reactive Protein and Risk Variability Among Human Clinical Subgroups. Nutrients. 2025 Apr 11; 17(8). PMID: 40284189.
Read At: PubMed
- Published on 4/4/2025
Nagarajan P, Winkler TW, Bentley AR, Miller CL, Kraja AT, Schwander K, Lee S, Wang W, Brown MR, Morrison JL, Giri A, O'Connell JR, Bartz TM, de Las Fuentes L, Gudmundsdottir V, Guo X, Harris SE, Huang Z, Kals M, Kho M, Lefevre C, Luan J, Lyytikäinen LP, Mangino M, Milaneschi Y, Palmer ND, Rao V, Rauramaa R, Shen B, Stadler S, Sun Q, Tang J, Thériault S, van der Graaf A, van der Most PJ, Wang Y, Weiss S, Westerman KE, Yang Q, Yasuharu T, Zhao W, Zhu W, Altschul D, Ansari MAY, Anugu P, Argoty-Pantoja AD, Arzt M, Aschard H, Attia JR, Bazzanno L, Breyer MA, Brody JA, Cade BE, Chen HH, Chen YI, Chen Z, de Vries PS, Dimitrov LM, Do A, Du J, Dupont CT, Edwards TL, Evans MK, Faquih T, Felix SB, Fisher-Hoch SP, Floyd JS, Graff M, Gu C, Gu D, Hairston KG, Hanley AJ, Heid IM, Heikkinen S, Highland HM, Hood MM, Kähönen M, Karvonen-Gutierrez CA, Kawaguchi T, Kazuya S, Kelly TN, Komulainen P, Levy D, Lin HJ, Liu PY, Marques-Vidal P, McCormick JB, Mei H, Meigs JB, Menni C, Nam K, Nolte IM, Pacheco NL, Petty LE, Polikowsky HG, Province MA, Psaty BM, Raffield LM, Raitakari OT, Rich SS, Riha RL, Risch L, Risch M, Ruiz-Narvaez EA, Scott RJ, Sitlani CM, Smith JA, Sofer T, Teder-Laving M, Völker U, Vollenweider P, Wang G, Willems van Dijk K, Wilson OD, Xia R, Yao J, Young KL, Zhang R, Zhu X, Below JE, Böger CA, Conen D, Cox SR, Dörr M, Feitosa MF, Fox ER, Franceschini N, Gharib SA, Gudnason V, Harlow SD, He J, Holliday EG, Kutalik Z, Lakka TA, Lawlor DA, Lee S, Lehtimäki T, Li C, Liu CT, Mägi R, Matsuda F, Morrison AC, Penninx BW, Peyser PA, Rotter JI, Snieder H, Spector TD, Wagenknecht LE, Wareham NJ, Zonderman AB, North KE, Fornage M, Hung AM, Manning AK, Gauderman J, Chen H, Munroe PB, Rao DC, van Heemst D, Redline S, Noordam R, Wang H. A large-scale genome-wide study of gene-sleep duration interactions for blood pressure in 811,405 individuals from diverse populations. Mol Psychiatry. 2025 Aug; 30(8):3660-3672. PMID: 40181193.
Read At: PubMed
- Published on 3/24/2025
Ai M, Otokozawa S, Liu CT, Asztalos BF, Maddalena J, Diffenderfer MR, Russo G, Thongtang N, Dansinger ML. Diabetes Mellitus Risk Prediction in the Framingham Offspring Study and Large Population Analysis. Nutrients. 2025 Mar 24; 17(7). PMID: 40218874.
Read At: PubMed
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