All of Us Publications

Using machine learning to develop a clinical prediction model for SSRI-associated bleeding: a feasibility study

Using machine learning to develop a clinical prediction model for SSRI-associated bleeding: a feasibility study

Goyal J, Ng DQ, Zhang K, Chan A, Lee J, Zheng K, Hurley-Kim K, Nguyen L, He L, Nguyen M, McBane S, Li W, Cadiz CL. BMC Med Inform Decis Mak. 2023 Jun 11;23(1):105. doi: 10.1186/s12911-023-02206-3. PMID: 37301967; PMCID: PMC10257821.

Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO)

Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO)

Dang Y, Li F, Hu X, Keloth VK, Zhang M, Fu S, Amith MF, Fan JW, Du J, Yu E, Liu H, Jiang X, Xu H, Tao C. J Am Med Inform Assoc. 2023 Jun 10:ocad096. doi: 10.1093/jamia/ocad096. Epub ahead of print. PMID: 37301740.

Social support and depression during a global crisis

Social support and depression during a global crisis

Choi, K.W., Lee, Y.H., Liu, Z. et al. Nat. Mental Health 1, 428–435 (2023). https://doi.org/10.1038/s44220-023-00078-0

Evaluating the use of blood pressure polygenic risk scores across race/ethnic background groups

Evaluating the use of blood pressure polygenic risk scores across race/ethnic background groups

Kurniansyah N, Goodman MO, Khan AT, Wang J, Feofanova E, Bis JC, Wiggins KL, Huffman JE, Kelly T, Elfassy T, Guo X, Palmas W, Lin HJ, Hwang SJ, Gao Y, Young K, Kinney GL, Smith JA, Yu B, Liu S, Wassertheil-Smoller S, Manson JE, Zhu X, Chen YI, Lee IT, Gu CC, Lloyd-Jones DM, Zöllner S, Fornage M, Kooperberg C, Correa A, Psaty BM, Arnett DK, Isasi CR, Rich SS, Kaplan RC, Redline S, Mitchell BD, Franceschini N, Levy D, Rotter JI, Morrison AC, Sofer T.  Nat Commun. 2023 Jun 2;14(1):3202. doi: 10.1038/s41467-023-38990-9. PMID: 37268629; PMCID: PMC10238525.

Declining autozygosity over time: An exploration in over 1 million individuals from three diverse cohorts

Declining autozygosity over time: An exploration in over 1 million individuals from three diverse cohorts

Colbert SMC, Wendt FR, Pathak GA, Helmer DA, Hauser ER, Keller MC, Polimanti R, Johnson EC.  Am J Hum Genet. 2023 Jun 1;110(6):1008-1014. doi: 10.1016/j.ajhg.2023.04.007. Epub 2023 May 12. PMID: 37178685; PMCID: PMC10257001.

Discordant calls across genotype discovery approaches elucidate variants with systematic errors

Discordant calls across genotype discovery approaches elucidate variants with systematic errors

Atkinson EG, Artomov M, Loboda AA, Rehm HL, MacArthur DG, Karczewski KJ, Neale B, Daly MJ.  Genome Res. 2023 May 30:gr.277908.123. doi: 10.1101/gr.277908.123. Epub ahead of print. PMID: 37253541.

Antibiotic prescribing by age, sex, race, and ethnicity for patients admitted to the hospital with community acquired bacterial pneumonia (CABP) in the All of Us database

Antibiotic prescribing by age, sex, race, and ethnicity for patients admitted to the hospital with community-acquired bacterial pneumonia (CABP) in the All of Us database 

Gilmore, C., Lee, G., Schmidt, S., & Frei, C. (2023). Journal of Clinical and Translational Science, 7(1), E132. doi:10.1017/cts.2023.567

Antibiotic prescribing by age, sex, race, and ethnicity for patients admitted to the hospital with community-acquired bacterial pneumonia (CABP) in the All of Us database

Antibiotic prescribing by age, sex, race, and ethnicity for patients admitted to the hospital with community-acquired bacterial pneumonia (CABP) in the All of Us database

Gilmore CM, Lee GC, Schmidt S, Frei CR. J Clin Transl Sci. 2023 May 26;7(1):e132. doi: 10.1017/cts.2023.567. PMID: 37396811; PMCID: PMC10308426.

Drug-Induced Liver Injury with Commonly Used Antibiotics in the All of Us Research Program

Drug-Induced Liver Injury with Commonly Used Antibiotics in the All of Us Research Program

Gu S, Rajendiran G, Forest K, Tran TC, Denny JC, Larson EA, Wilke RA. Clin Pharmacol Ther. 2023 Aug;114(2):404-412. doi: 10.1002/cpt.2930. Epub 2023 May 24. PMID: 37150941; PMCID: PMC10484299.

Higher Hospital Frailty Risk Score Is Associated With Increased Risk of Stroke: Observational and Genetic Analyses

Higher Hospital Frailty Risk Score Is Associated With Increased Risk of Stroke: Observational and Genetic Analyses

Renedo D, Acosta JN, Koo AB, Rivier C, Sujijantarat N, de Havenon A, Sharma R, Gill TM, Sheth KN, Falcone GJ, Matouk CC.  Stroke. 2023 Jun;54(6):1538-1547. doi: 10.1161/STROKEAHA.122.041891. Epub 2023 May 22. PMID: 37216451; PMCID: PMC10212531.