Geospatial Exposome Lab
[geoexlab]
Navigate
Lab Members & Alumni
Current Lab Members
Charlie
CWO (Chief Wellness Officer) & Best Friend of PI
![Seigi Jan 2026 [1]_edited_edited_edited.](https://static.wixstatic.com/media/7b0854_457087d9e33d418292f8394a157b2ff4~mv2.jpg/v1/crop/x_569,y_0,w_1861,h_1598/fill/w_403,h_346,al_c,q_80,usm_0.66_1.00_0.01,enc_avif,quality_auto/Seigi%20Jan%202026%20%5B1%5D_edited_edited_edited_.jpg)
Seigi Karasaki, PhD, MA, MS
Postdoctoral Research Fellow, Epidemiology Program, Public Health Sciences Division, Fred Hutch Cancer Center / 2024-present
![Malia Cortez 2026 [1]_edited.jpg](https://static.wixstatic.com/media/7b0854_0a1afab3731d4a8d96c5823aaf864a0a~mv2.jpg/v1/crop/x_335,y_0,w_2129,h_1828/fill/w_403,h_346,al_c,q_80,usm_0.66_1.00_0.01,enc_avif,quality_auto/Malia%20Cortez%202026%20%5B1%5D_edited.jpg)
Malia Cortez, MS
Research Assistant, Epidemiology Program, Public Health Sciences Division, Fred Hutch Cancer Center / 2024-present
![Chloe Lin 2026 [1]_edited.png](https://static.wixstatic.com/media/7b0854_45d73bfec29c4ffa8118c9efea0d5b71~mv2.png/v1/crop/x_489,y_0,w_1945,h_1670/fill/w_403,h_346,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Chloe%20Lin%202026%20%5B1%5D_edited.png)
Jiayu (Chloe) Lin, MPH
Research Assistant, Epidemiology Program, Public Health Sciences Division, Fred Hutch Cancer Center / 2024-present
Caroline Nondin, MS
Research Assistant, Epidemiology Program, Public Health Sciences Division, Fred Hutch Cancer Center / 2025-present
Emily Godina, BS
MS student, Department of Epidemiology, University of Washington / 2025-present
Ithiri Lansakaranayake, BS
MPH student, Department of Epidemiology, University of Washington / 2025-present
Alumni
In Their Words
Sam Chao, BA
Community Outreach & Engagement Specialist / 2025-2026
Sidney Donzella, PhD, MPH
Postdoctoral Research Fellow / 2025
Hiwot Zewdie, PhD, MS
Graduate Student / 2024-2025
Nicholas Falkenberg, MS
Summer Intern / 2024
Mimi Ton, PhD, MPH
Graduate Student / 2020-2024
Research Program
1 / Identifying environmental risk factors for health by using geospatial science to conduct epidemiologic studies in large-scale populations
Selected research grants
-
Study on air pollution exposure during military deployment and liver cancer risk among US Veterans (Peer Reviewed Cancer Research Program Impact Award HT9425261E484 funded by Department of Defense)
-
Study on solar jetlag exposure and liver cancer risk using electronic health records among US Veterans (Research Scholar Grant RSG-25-1516665-01-ESED funded by American Cancer Society)
-
Study on air pollution exposure and liver disease and cancer risk using electronic health records among US Veterans (K01 DK125612 grant funded by NIH/NIDDK)
-
Study on air pollution adductomic biomarkers and liver cancer risk in the Women's Health Initiative (Ancillary Study AS697) (New Investigator Award funded by NIH/NCI P30 CA015704 Fred Hutch/University of Washington/Seattle Children's Cancer Consortium)
-
Abstract presented at 2026 American Society of Preventive Oncology Annual Meeting (Lin et al.)
-
Selected publications
-
Study on air pollution exposure and liver cancer risk using US cancer registry data (published in Cancer Causes Control)
-
Commentary on the state of the science for air pollution exposure and liver cancer risk (published in Environ Adv)
-
Study on air pollution exposure and nonalcoholic fatty liver disease (now known as metabolic-dysfunction associated steatotic liver disease, MASLD) using a US hospitalizations database (published in Environ Res)
-
Study on air pollution, wildfires, and cancer survival using US cancer registry data (published in Cancer Epidemiology)
2 / Spatiotemporal exposure modeling of environmental factors using state-of-the-art geospatial science methods, including geographic information systems (GIS), geostatistical kriging, and remote sensing (e.g., satellite) technologies
Selected research grants
-
Development of a high spatiotemporal resolution light exposure model for solar jetlag and environmental circadian misalignment: StoryMap + VoPham et al. Environ Epidemiol (2024)
-
Funded by NIH/NIEHS P30 ES007033 University of Washington Interdisciplinary Center for Exposures, Diseases, Genomics and Environment and Fred Hutch Cancer Center Public Health Sciences Division
-
-
Study on environmental exposures, including solar jetlag using our geospatial model, and sleep health (R21 HL177702 grant funded by NIH/NHLBI and NIEHS)
-
Abstract presented at 2026 International Society for Environmental Epidemiology Annual Meeting (Nondin et al.)
-
-
Study on solar jetlag exposure (using our geospatial model) and liver cancer risk using electronic health records among US Veterans (Research Scholar Grant RSG-25-1516665-01-ESED funded by American Cancer Society)
Selected publications
-
Methodology paper on our scalable, spatiotemporal exposure model for solar jetlag (published in Environ Epidemiol)
-
Methodology paper on our US nationwide spatiotemporal exposure model for ultraviolet (UV) radiation (published in Environ Health)
-
This UV exposure model has been linked with large-scale prospective cohorts to conduct epidemiologic studies such as in the Nurses' Health Study II (NHSII) and the Sister Study
-
3 / Translational epidemiologic research using geospatial analytics to improve population health
Apps
-
geoexmap (Geospatial Exposome Map), an open-source, community-engaged, geospatial web app first launched in 2026 to support community outreach and engagement work in reducing cancer burden within the state of Washington, the catchment area for the Fred Hutch Cancer Center (funded by Dillon Family Foundation)
-
geoexmap contains >175 variables on environmental and health data at the census tract (i.e., neighborhood) and county levels
-
Created using a community-engaged approach to incorporate valuable input from Fred Hutch Cancer Center Community Coalitions
-
To promote disease prevention and control efforts, health and prevention tips are provided with links to actionable, practical, evidence-based strategies for exposure mitigation of modifiable risk factors as well as resources for health and well-being
-
geoexmap was designed with reproducible and scalable methods to facilitate adoption by other cancer centers and institutions, created using open-source software (R Shiny, leaflet, Docker) and publicly available geospatial data (see GitHub repository)
-
Selected research grants
-
Study on an educational intervention study to promote air pollution knowledge (e.g., Air Quality Index [AQI]) using Plume Labs by AccuWeather wearable air pollution sensors funded by Prevent Cancer Foundation
-
Abstract presented at 2022 International Society for Environmental Epidemiology Annual Meeting (VoPham et al.)
-
Geospatial Exposure
Models
The following geospatial environmental exposure models have been developed by our lab and collaborators. These models are available for linkage with study populations (using locational information such as geocoded residential addresses) to conduct exposure assessments for epidemiologic studies. Contact us for more info.
1. Light exposure model
for solar jetlag and environmental circadian misalignment
-
ArcGIS StoryMap for a description of the model
-
Methods paper: VoPham et al. Environ Epidemiol (2024)
-
Modeling methodology: GIS analyses of raster and vector data
-
Model inputs: elevation using Google Earth Engine (Gorelick et al. Remote Sens Environ 2017) and geemap, time zone boundaries, sunrise time, sunset time
-
Spatial resolution: 30 m
-
Spatial extent: scalable
-
Temporal resolution: scalable
-
Temporal extent: scalable
2. Erythemal ultraviolet (UV) radiation exposure model
-
Methods paper: VoPham et al. Environ Health (2016)
-
Publications using UV exposure model: listed here
-
Modeling methodology: stratified area-to-point residual kriging incorporating satellite remote sensing and GIS
-
Model inputs: surface albedo, aerosol optical depth, cloud cover, dew point, elevation, latitude, ozone, surface incoming shortwave flux, sulfur dioxide
-
Spatial resolution: 1 km
-
Spatial extent: contiguous US
-
Temporal resolution: yearly
-
Temporal extent: 1980-2015
Research Grants
Active & Completed
Air pollution during deployment and liver cancer risk among United States Veterans
Initiating PI: Trang VoPham & Partnering PI: George Ioannou
Funding: Department of Defense (also referred to as Department of War)
Grant: Peer Reviewed Cancer Research Program Impact Award HT9425261E484
Solar jetlag and health disparities in liver cancer
PI: Trang VoPham
Funding: American Cancer Society
Grant: Research Scholar Grant RSG-25-1516665-01-ESED
Environmental exposures in sleep health and disparities
Contact PI: Trang VoPham & MPI: Matthew Weaver
Funding IC: NIH/NIEHS + Admin IC: NIH/NHLBI
Grant: R21 Exploratory/Developmental Award (R21 HL177702)
Machine learning for the exposome of mortality
PI: Trang VoPham
Funding: Fred Hutch Cancer Center Translational Data Science Integrated Research Center
Grant: New Collaboration Award
Feasibility study on environmental exposures in colorectal cancer mortality disparities by race and ethnicity
PI: Trang VoPham
Funding: NIH/NCI P50 CA285275 SPORE - Translational Research Program in Cancer Differences across Populations
Grant: Career Enhancement Program Award
Interrogating epigenomic mechanisms of air pollution-driven racial and ethnic disparities in colorectal cancer mortality
MPI: Trang VoPham & Contact PI: Xueqiu Lin
Funding: NIH/NCI P50 CA285275 SPORE - Translational Research Program in Cancer Differences across Populations
Grant: Developmental Research Program Award
Air pollution and health disparities in liver disease and cancer
PI: Trang VoPham
Funding: NIH/NIDDK
Grant: K01 Career Development Award (K01 DK125612)
Geospatial Exposome Lab: Epidemiologic and Translational Projects
PI: Trang VoPham
Funding: Dillon Family Foundation
Air pollution adductomics and liver cancer risk
PI: Trang VoPham
Funding: NIH/NCI P30 CA015704 Fred Hutch/University of Washington/Seattle Children's Cancer Consortium
Grant: New Investigator Award
Light sensor validation of a spatiotemporal exposure model / The Light Study
PI: Trang VoPham
Funding: Fred Hutch Cancer Center Public Health Sciences Division
Grant: Pilot Award
Spatiotemporal refinement for environmental circadian misalignment
PI: Trang VoPham
Funding: NIH/NIEHS P30 ES007033 University of Washington Interdisciplinary Center for Exposures, Diseases, Genomics and Environment
Grant: Pilot Award
Reducing PM2.5 exposure and lung cancer risk using spatial data science / The Air Study
PI: Trang VoPham
Funding: Prevent Cancer Foundation
Grant: Fellowship Award
Publications
Wildfire smoke PM2.5 and cancer history prevalence in the contiguous United States.
Zewdie HY, Karasaki S, Cortez M, Lin J, Nondin C, Chao SLS, Donzella SM, Phipps AI, VoPham T.
Cancer Epidemiol. 2026 Aug 18;104:103199. doi: 10.1016/j.canep.2026.103199. Epub ahead of print.
PMID: 42612421.
The Rural Adult and Youth Skin protection study (RAYS): Protocol for a sun protection intervention trial in rural Utah and West Virginia sports programs.
Wu YP, Chipman J, Boatman D, Welch K, Sleiman MM Jr, Moyano J, Jarrett Z, Statman MR, Braun E, Balls N, Grossman D, Abildso CG, Dzewaltowski D, VoPham T, Schlechter C, Wetter DW, Tercyak KP.
Contemp Clin Trials. 2026 Jul 31:108417. doi: 10.1016/j.cct.2026.108417. Epub ahead of print.
PMID: 42537926.
Impact of low levels of arsenic in drinking water with incident urologic cancers in Washington state.
Zhu A, Singh Z, Holt SK, Schade GR, Singh T, Wright JL, VoPham T.
J Hazard Mater. 2026 Aug 1;514:142671. doi: 10.1016/j.jhazmat.2026.142671. Epub 2026 Jun 10.
PMID: 42330911.
Design of MOSAAIC (Multi-Ethnic Observational Study in American Asian and Pacific Islander Communities).
Ahn J, Ahsan H, Anderson GL, Aschebrook-Kilfoy B, Beery D, Carrick W, Celedón JC, Chan KCG, Chen Y, Ðoàn LN, Fang CY, Floyd JS, Hayes RB, Henderson V, Hong Y, Hsing AW, Hsu L, Hu FB, Jin JL, John EM, Kanaya AM, Kaplan RC, Kibriya MG, Kim K, Kushida C, Lampe JW, Li S, Lu Y, Ma GX, Mau MKLM, Maunakea AK, Mendoza JA, Neuhouser ML, Newman JD, Odden MC, Palaniappan L, Park SL, Randal F, Rhew IC, Santos S, Soliman EZ, Thyagarajan B, Hsin-Chun Tsai J, VoPham T, Wang P, Wion E, Yan Y, Yi SS, Zhu L; MOSAAIC Investigators.
JACC Asia. 2026 Apr 16:S2772-3747(26)00168-7. doi: 10.1016/j.jacasi.2026.02.027. Epub ahead of print.
PMID: 41999375.
Change in sleep duration following a cancer diagnosis.
Donzella SM, Newton CC, VoPham T, Peoples AR, Bodelon C, Shams-White MM, Patel AV, Zhong C, Phipps AI.
Cancer Causes Control. 2026 Mar 12;37(4):60. doi: 10.1007/s10552-025-02101-4.
PMID: 41817876.
Interaction of genetic and lifestyle risk scores on colorectal cancer risk across five racial and ethnic populations.
Huang BZ, Chen F, Bogumil D, Han S, Paik A, Wan P, Sheng X, Siegmund KD, Peters U, VoPham T, Wang L, Alderete T, Salhia B, Lenz HJ, Stram DO, Wilkens LR, Le Marchand L, Conti DV, Haiman CA.
J Natl Cancer Inst. 2026 Jul 1;118(7):1211-1218. doi: 10.1093/jnci/djag045.
PMID: 41697998.
Per- and polyfluoroalkyl substances in drinking water and cancer prevalence in the United States.
Karasaki S, Iyer HS, Phipps AI, VoPham T.
Environ Health. 2026 Feb 11;25(1):19. doi: 10.1186/s12940-026-01272-0.
PMID: 41668175.
Sleep midpoint, social jetlag, and cancer risk in the Cancer Prevention Study-3.
Donzella SM, VoPham T, Weaver MD, Patel AV, Phipps AI, Zhong C.
Cancer Causes Control. 2026 Jan 17;37(2):29. doi: 10.1007/s10552-025-02116-x.
PMID: 41546844.
Geospatial Approaches for Environmental Justice: A Critical Review.
Karasaki S, Berberian AG, Zewdie HY, Cushing LJ, VoPham T.
Review. Annu Rev Public Health. 2026 Apr;47(1):19-39. doi: 10.1146/annurev-publhealth-090924-033158. Epub 2025 Dec 23.
PMID: 41435136.
Changes in Liver Disease Etiology Support a Lower Alpha-Fetoprotein Threshold for Hepatocellular Carcinoma Screening
Kim NJ, Li M, Vutien P, Mecham B, Borgerding J, Swarts K, Atuluru P, Michel MC, Barnard Giustini A, Mezzacappa C, Berry K, VoPham T, Marsh TL, Feng Z, Johnson KM, Beste LA, Kaplan DE, Taddei TH, Ioannou GN.
Gastroenterology. 2026 Mar;170(3):606-618. doi: 10.1053/j.gastro.2025.08.021. Epub 2025 Nov 14.
PMID: 41236449.
Harnessing Geospatial Artificial Intelligence (GeoAI) for Environmental Epidemiology: A Narrative Review.
Iyer HS, Karasaki S, Yi L, Hswen Y, James P, VoPham T.
Curr Environ Health Rep. 2025 Sep 26;12(1):34. doi: 10.1007/s40572-025-00497-4.
PMID: 41003951
Exposure to outdoor air pollution, wildfires, and cancer survival in the United States.
VoPham T, Liu T, Cortez M, Karasaki S, Falkenberg NF, Zewdie HY, Lin J, Nondin C, Chao SLS, Knowlton T, Quennehen B, Mendoza JA, Ioannou GN, Berry K, Adamkiewicz G, Li CI, Hart JE.
Cancer Epidemiol. 2025 Oct;98:102899. doi: 10.1016/j.canep.2025.102899. Epub 2025 Jul 29.
PMID: 40737820
Ambient dioxin exposure and incidence of lymphoid malignancies in large prospective US cohorts of female nurses.
Chen J, Hart JE, VoPham T, Elliott EG, Jones RR, Ward MH, Laden F, Birmann BM.
J Hazard Mater. 2025 Sep 5;495:139115. doi: 10.1016/j.jhazmat.2025.139115. Epub 2025 Jun 30.
PMID: 40609469
HCC surveillance in hepatitis C: A longitudinal algorithm improves alpha-fetoprotein screening.
Marsh TL, Johnston JM, Homan C, Townshend-Bulson LJ, Kim NJ, VoPham T, Li X, He Q, McMahon BJ, Ioannou GN, Feng Z.
Hepatol Commun. 2025 May 23;9(6):e0719. doi: 10.1097/HC9.0000000000000719. eCollection 2025 Jun 1.
PMID: 40408282
Association of Cancer History with COVID-19 Risk and Outcomes Among Older Postmenopausal Women: Results from the Women's Health Initiative.
Hery CM, Zhang X, McLaughlin E, Von Ah D, Anderson GL, Harris HR, VoPham T, Garcia L, Shadyab AH, Follis S, Paskett ED.
Cancer Epidemiol Biomarkers Prev. 2025 Aug 1;34(8):1286-1294. doi: 10.1158/1055-9965.EPI-24-1682.
PMID: 40392206
Chronotype, sleep timing, sleep regularity, and cancer risk: A systematic review.
Donzella SM, Bryer BN, VoPham T, Weaver MD, Watson NF, Zhong C, Patel AV, Phipps AI.
Sleep. 2025 Jun 13;48(6):zsaf059. doi: 10.1093/sleep/zsaf059.
PMID: 40066650
Donzella SM, VoPham T, Patel AV, McCullough ML, Phipps AI, Zhong C.
Sleep Health. 2025 Feb;11(1):105-112. doi: 10.1016/j.sleh.2024.10.011. Epub 2024 Dec 21.
PMID: 39710572
Vutien P, Barnard Giustini A, Kim NJ, Moon AM, Hsu CN, Mezzacappa C, Borgerding JA, Johnson KM, VoPham T, Berry K, Beste LA, Kaplan DE, Taddei TH, Ioannou GN.
Hepatology. 2025 Aug 1;82(2):422-437. doi: 10.1097/HEP.0000000000001183. Epub 2024 Dec 2.
PMID: 39689352
Association of tea and coffee consumption and biliary tract cancer risk: The Biliary Tract Cancers Pooling Project.
Huang YH, Loftfield E, Argirion I, Adami HO, Albanes D, Chan AT, Fedirko V, Fraser GE, Freedman ND, Giles GG, Hartge P, Katzke V, Knutsen SF, Lacey J Jr, Liao LM, Luo J, Milne RL, O'Brien KM, Peters U, Poynter JN, Purdue MP, Robien K, Sandin S, Sandler DP, Setiawan VW, Kang JH, Simon TG, Sinha R, VoPham T, Weinstein SJ, White E, Zhang X, Zhu B, McGlynn KA, Campbell PT, Lee MH, Koshiol J.
Hepatology. 2024 Jun 1;79(6):1324-1336. doi: 10.1097/HEP.0000000000000748. Epub 2023 Dec 29.
PMID: 38758104
Association of Residential Exposure to Hazardous Air Pollutants with Risk of Non-Hodgkin Lymphoma and Multiple Myeloma.
Chen J, Hart JE, VoPham T, Elliott EG, Birmann BM, Laden F.
Cancer Epidemiol Biomarkers Prev. 2024 Jul 1;33(7):961-964. doi: 10.1158/1055-9965.EPI-23-1598.
PMID: 38656285
Geospatial Science for the Environmental Epidemiology of Cancer in the Exposome Era.
VoPham T, White AJ, Jones RR.
Cancer Epidemiol Biomarkers Prev. 2024 Apr 3;33(4):451-460. doi: 10.1158/1055-9965.EPI-23-1237.
PMID: 38566558
Modeling 5-Year Hepatocellular Carcinoma Risk in Alaska Native Peoples With Hepatitis B Virus Infection.
Li X, Johnston JM, Homan C, Marsh TL, Kim NJ, Liu Y, VoPham T, Grady WM, Mera J, McMahon BJ, Ioannou GN, Feng Z, He Q. Gastro Hep Adv. 2025 Mar 22;4(7):100661. doi: 10.1016/j.gastha.2025.100661.
PMID: 40491440
Spatiotemporal Light Exposure Modeling for Environmental Circadian Misalignment and Solar Jetlag.
VoPham T, Ton M, Weaver MD.
Environ Epidemiol. 2024 Mar 7;8(2):e301. doi: 10.1097/EE9.0000000000000301.
PMID: 38617425
Characterizing temporal trends in populations exposed to aircraft noise around U.S. airports: 1995-2015.
Nguyen DD, Levy JI, Kim C, Lane KJ, Simon MC, Hart JE, Whitsel EA, VoPham T, Malwitz A, Peters JL.
J Expo Sci Environ Epidemiol. 2023 Sep 21. doi: 10.1038/s41370-023-00575-5.
PMID: 37735518
Sugar-Sweetened and Artificially Sweetened Beverages and Risk of Liver Cancer and Chronic Liver Disease Mortality.
Zhao L, Zhang X, Coday M, Garcia DO, Li X, Mossavar-Rahmani Y, Naughton MJ, Lopez-Pentecost M, Saquib N, Shadyab AH, Simon MS, Snetselaar LG, Tabung FK, Tobias DK, VoPham T, McGlynn KA, Sesso HD, Giovannucci E, Manson JE, Hu FB, Tinker LF, Zhang X.
JAMA. 2023 Aug 8;330(6):537-546. doi: 10.1001/jama.2023.12618.
PMID: 37552302
Associations between long-term aircraft noise exposure, cardiovascular disease, and mortality in US cohorts of female nurses.
Grady ST, Hart JE, Laden F, Roscoe C, Nguyen DD, Nelson EJ, Bozigar M, VoPham T, Manson JE, Weuve J, Adar SD, Forman JP, Rexrode K, Levy JI, Peters JL.
Environ Epidemiol. 2023 Jun 21;7(4):e259. doi: 10.1097/EE9.0000000000000259. eCollection 2023 Aug.
PMID: 37545808
Associations between per- and polyfluoroalkyl substances, liver function, and daily alcohol consumption in a sample of U.S. adults.
Ma X, Fisher JA, VoPham T, Vasiliou V, Jones RR.
Environ Res. 2023 Oct 15;235:116651. doi: 10.1016/j.envres.2023.116651. Epub 2023 Jul 13.
PMID: 37451576
Addressing racial and ethnic disparities in US liver cancer care.
Kim NJ, Cravero A, VoPham T, Vutien P, Carr R, Issaka RB, Johnston J, McMahon B, Mera J, Ioannou GN.
Hepatol Commun. 2023 Jun 22;7(7):e00190. doi: 10.1097/HC9.0000000000000190. eCollection 2023 Jul 1.
PMID: 37347221
Associations of Race and Ethnicity with Hepatocellular Carcinoma, Decompensation, and Mortality in US Veterans with Cirrhosis.
VoPham T, Cravero A, Feld LD, Green P, Feng Z, Berry K, Kim NJ, Vutien P, Mendoza JA, Ioannou GN.
Cancer Epidemiol Biomarkers Prev. 2023 Aug 1;32(8):1069-1078. doi: 10.1158/1055-9965.EPI-22-1291.
PMID: 37255388
State of the science on outdoor air pollution exposure and liver cancer risk.
VoPham T, Jones RR.
Environ Adv. 2023 Apr;11:100354. doi: 10.1016/j.envadv.2023.100354. Epub 2023 Feb 12.
PMID: 36875691
Circadian Disruption and Colorectal Cancer Incidence in Black Women.
Barber LE, VoPham T, White LF, Roy HK, Palmer JR, Bertrand KA.
Cancer Epidemiol Biomarkers Prev. 2023 Jul 5;32(7):927-935. doi: 10.1158/1055-9965.EPI-22-0808.
PMID: 36409509
Exposure to natural vegetation in relation to mammographic density in a Massachusetts-based clinical cohort.
Blair LK, Warner ET, James P, Hart JE, VoPham T, Barnard ME, Newton JD, Murthy DJ, Laden F, Tamimi RM, DuPre NC.
Environ Epidemiol. 2022 Jul 19;6(4):e216. doi: 10.1097/EE9.0000000000000216. eCollection 2022 Aug.
PMID: 35975164
Combining FIB-4 and Liver Stiffness Into the FIB-5, a Single Model that Accurately Predicts Complications of Portal Hypertension.
Vutien P, Berry K, Feng Z, VoPham T, He Q, Green PK, Ioannou GN.
Am J Gastroenterol. 2022 Dec 1;117(12):1999-2008. doi: 10.14309/ajg.0000000000001906. Epub 2022 Jul 15.
PMID: 35849630
Association of Ultraviolet B Radiation and Risk of Systemic Lupus Erythematosus Among Women in the Nurses' Health Studies.
Barbhaiya M, Hart JE, Malspeis S, Tedeschi SK, VoPham T, Sparks JA, Karlson EW, Laden F, Costenbader KH.
Arthritis Care Res (Hoboken). 2023 Jul;75(7):1409-1415. doi: 10.1002/acr.24974. Epub 2023 Feb 23.
PMID: 35724272
PM2.5 air pollution exposure and nonalcoholic fatty liver disease in the Nationwide Inpatient Sample.
VoPham T, Kim NJ, Berry K, Mendoza JA, Kaufman JD, Ioannou GN.
Environ Res. 2022 Oct;213:113611. doi: 10.1016/j.envres.2022.113611. Epub 2022 Jun 7.
PMID: 35688225
Disparities in Risk of Advanced-Stage Liver Cancer and Mortality by Race and Ethnicity.
Li DY, VoPham T, Tang MC, Li CI.
J Natl Cancer Inst. 2022 Sep 9;114(9):1238-1245. doi: 10.1093/jnci/djac097.
PMID: 35552746
The Impact of the COVID-19 Pandemic on Older Women in the Women's Health Initiative.
VoPham T, Harris HR, Tinker LF, Manson JE, Meliker JR, Wassertheil-Smoller S, Shadyab AH, Saquib N, Anderson GL, Shumaker SA.
J Gerontol A Biol Sci Med Sci. 2022 Dec 6;77(Suppl 1):S3-S12. doi: 10.1093/gerona/glac056.
PMID: 35238375
Sociodemographic Patterns of Exposure to Civil Aircraft Noise in the United States.
Simon MC, Hart JE, Levy JI, VoPham T, Malwitz A, Nguyen D, Bozigar M, Cupples LA, James P, Laden F, Peters JL.
Environ Health Perspect. 2022 Feb;130(2):27009. doi: 10.1289/EHP9307. Epub 2022 Feb 15.
PMID: 35167327
Residential ultraviolet radiation and breast cancer risk in a large prospective cohort.
Gregoire AM, VoPham T, Laden F, Yarosh R, O'Brien KM, Sandler DP, White AJ.
Environ Int. 2022 Jan 15;159:107028. doi: 10.1016/j.envint.2021.107028. Epub 2021 Dec 8.
PMID: 34894486
Emissions of dioxins and dioxin-like compounds and incidence of hepatocellular carcinoma in the United States.
VoPham T, Bertrand KA, Fisher JA, Ward MH, Laden F, Jones RR.
Environ Res. 2022 Mar;204(Pt D):112386. doi: 10.1016/j.envres.2021.112386. Epub 2021 Nov 17.
PMID: 34800530
Long-term aircraft noise exposure and risk of hypertension in the Nurses' Health Studies.
Kim CS, Grady ST, Hart JE, Laden F, VoPham T, Nguyen DD, Manson JE, James P, Forman JP, Rexrode KM, Levy JI, Peters JL.
Environ Res. 2022 May 1;207:112195. doi: 10.1016/j.envres.2021.112195. Epub 2021 Oct 7.
PMID: 34627796
Ultraviolet radiation and age at natural menopause in a nationwide, prospective US cohort.
Li H, Hart JE, Mahalingaiah S, Nethery RC, VoPham T, Bertone-Johnson E, Laden F.
Environ Res. 2022 Jan;203:111929. doi: 10.1016/j.envres.2021.111929. Epub 2021 Aug 21.
PMID: 34428453
Time and geographic variations in human papillomavirus vaccine uptake in Washington state.
Pourebrahim N, Shah P, VoPham T, Doody DR, Bell TR, deHart MP, Madeleine MM.
Prev Med. 2021 Dec;153:106753. doi: 10.1016/j.ypmed.2021.106753. Epub 2021 Jul 31.
PMID: 34343592
Association of social distancing and face mask use with risk of COVID-19.
Kwon S, Joshi AD, Lo CH, Drew DA, Nguyen LH, Guo CG, Ma W, Mehta RS, Shebl FM, Warner ET, Astley CM, Merino J, Murray B, Wolf J, Ourselin S, Steves CJ, Spector TD, Hart JE, Song M, VoPham T, Chan AT.
Nat Commun. 2021 Jun 18;12(1):3737. doi: 10.1038/s41467-021-24115-7.
PMID: 34145289
Impact of ambient temperature on ovarian reserve.
Gaskins AJ, Mínguez-Alarcón L, VoPham T, Hart JE, Chavarro JE, Schwartz J, Souter I, Laden F.
Fertil Steril. 2021 Oct;116(4):1052-1060. doi: 10.1016/j.fertnstert.2021.05.091. Epub 2021 Jun 9.
PMID: 34116830
Food Environments and Hepatocellular Carcinoma Incidence.
Ton M, Widener MJ, James P, VoPham T.
Int J Environ Res Public Health. 2021 May 27;18(11):5740. doi: 10.3390/ijerph18115740.
PMID: 34071856
Social Distancing Associations with COVID-19 Infection and Mortality Are Modified by Crowding and Socioeconomic Status.
VoPham T, Weaver MD, Adamkiewicz G, Hart JE.
Int J Environ Res Public Health. 2021 Apr 28;18(9):4680. doi: 10.3390/ijerph18094680.
PMID: 33924821
Recreational and residential sun exposure and risk of endometriosis: a prospective cohort study.
Farland LV, Degnan WJ, Harris HR, Han J, Cho E, VoPham T, Kvaskoff M, Missmer SA.
Hum Reprod. 2021 Jan 1;36(1):199-210. doi: 10.1093/humrep/deaa280.
PMID: 33432329
Contribution of socioeconomic and environmental factors to geographic disparities in breast cancer risk in the Nurses' Health Study II.
Vieira VM, VoPham T, Bertrand KA, James P, DuPré N, Tamimi RM, Laden F, Hart JE.
Environ Epidemiol. 2020 Feb;4(1):e080. doi: 10.1097/ee9.0000000000000080. Epub 2019 Dec 12.
PMID: 33344878
Long-term effects of latitude, ambient temperature, and ultraviolet radiation on the incidence of multiple sclerosis in two cohorts of US women.
Lam T, VoPham T, Munger KL, Laden F, Hart JE.
Environ Epidemiol. 2020 Jul 6;4(4):e0105. doi: 10.1097/EE9.0000000000000105. eCollection 2020 Aug.
PMID: 32903352
Low dose environmental radon exposure and breast tumor gene expression.
Peng C, DuPre N, VoPham T, Heng YJ, Baker GM, Rubadue CA, Glass K, Sonawane A, Zeleznik O, Kraft P, Hankinson SE, Eliassen AH, Hart JE, Laden F, Tamimi RM.
BMC Cancer. 2020 Jul 28;20(1):695. doi: 10.1186/s12885-020-07184-7.
PMID: 32723380
Cohort Study of Nonmelanoma Skin Cancer and the Risk of Exfoliation Glaucoma.
Kang JH, VoPham T, Laden F, Rosner BA, Wirostko B, Ritch R, Wiggs JL, Qureshi A, Nan H, Pasquale LR.
J Glaucoma. 2020 Jun;29(6):448-455. doi: 10.1097/IJG.0000000000001496.
PMID: 32487970
Dioxin exposure and breast cancer risk in a prospective cohort study.
VoPham T, Bertrand KA, Jones RR, Deziel NC, DuPré NC, James P, Liu Y, Vieira VM, Tamimi RM, Hart JE, Ward MH, Laden F.
Environ Res. 2020 Jul;186:109516. doi: 10.1016/j.envres.2020.109516. Epub 2020 Apr 13.
PMID: 32305677
Plant-Based and Animal-Based Low-Carbohydrate Diets and Risk of Hepatocellular Carcinoma Among US Men and Women.
Liu Y, Yang W, VoPham T, Ma Y, Simon TG, Gao X, Chan AT, Meyerhardt JA, Giovannucci EL, Zhang X.
Hepatology. 2021 Jan;73(1):175-185. doi: 10.1002/hep.31251.
PMID: 32222996
A Chronobiological Evaluation of the Acute Effects of Daylight Saving Time on Traffic Accident Risk.
Fritz J, VoPham T, Wright KP Jr, Vetter C.
Curr Biol. 2020 Feb 24;30(4):729-735.e2. doi: 10.1016/j.cub.2019.12.045. Epub 2020 Jan 30.
PMID: 32008905
Ultraviolet Radiation Exposure and the Risk of Herpes Zoster in Three Prospective Cohort Studies.
Kawai K, VoPham T, Drucker A, Curhan SG, Curhan GC.
Mayo Clin Proc. 2020 Feb;95(2):283-292. doi: 10.1016/j.mayocp.2019.08.022. Epub 2019 Dec 26.
PMID: 31883695
Ultraviolet radiation exposure and breast cancer risk in the Nurses' Health Study II.
VoPham T, Bertrand KA, DuPré NC, James P, Vieira VM, Tamimi RM, Laden F, Hart JE.
Environ Epidemiol. 2019;3(4):e057. doi: 10.1097/EE9.0000000000000057. Epub 2019 Jun 17.
PMID: 31321375
Environmental risk factors for liver cancer and nonalcoholic fatty liver disease.
VoPham T.
Curr Epidemiol Rep. 2019 Mar;6(1):50-66. doi: 10.1007/s40471-019-0183-2. Epub 2019 Feb 6.
PMID: 31080703
An overview of GeoAI applications in health and healthcare.
Kamel Boulos MN, Peng G, VoPham T.
Int J Health Geogr. 2019 May 2;18(1):7. doi: 10.1186/s12942-019-0171-2.
PMID: 31043176
Dietary Patterns and Risk of Hepatocellular Carcinoma Among U.S. Men and Women.
Ma Y, Yang W, Simon TG, Smith-Warner SA, Fung TT, Sui J, Chong D, VoPham T, Meyerhardt JA, Wen D, Giovannucci EL, Chan AT, Zhang X.
Hepatology. 2019 Aug;70(2):577-586. doi: 10.1002/hep.30362. Epub 2019 Mar 5.
PMID: 30506561 Free PMC article.
Verifying locations of sources of historical environmental releases of dioxin-like compounds in the U.S.: implications for exposure assessment and epidemiologic inference.
Jones RR, VoPham T, Sevilla B, Airola M, Flory A, Deziel NC, Nuckols JR, Pronk A, Laden F, Ward MH.
J Expo Sci Environ Epidemiol. 2019 Oct;29(6):842-851. doi: 10.1038/s41370-018-0079-0. Epub 2018 Oct 9.
PMID: 30302014
Ambient PM2.5 air pollution exposure and hepatocellular carcinoma incidence in the United States.
VoPham T, Bertrand KA, Tamimi RM, Laden F, Hart JE.
Cancer Causes Control. 2018 Jun;29(6):563-572. doi: 10.1007/s10552-018-1036-x. Epub 2018 Apr 25.
PMID: 29696510
Emerging trends in geospatial artificial intelligence (geoAI): potential applications for environmental epidemiology.
VoPham T, Hart JE, Laden F, Chiang YY.
Environ Health. 2018 Apr 17;17(1):40. doi: 10.1186/s12940-018-0386-x.
PMID: 29665858
Circadian Misalignment and Hepatocellular Carcinoma Incidence in the United States.
VoPham T, Weaver MD, Vetter C, Hart JE, Tamimi RM, Laden F, Bertrand KA.
Cancer Epidemiol Biomarkers Prev. 2018 Jul;27(7):719-727. doi: 10.1158/1055-9965.EPI-17-1052. Epub 2018 Apr 10.
PMID: 29636342
Exposure to hazardous air pollutants and risk of incident breast cancer in the nurses' health study II.
Hart JE, Bertrand KA, DuPre N, James P, Vieira VM, VoPham T, Mittleman MR, Tamimi RM, Laden F.
Environ Health. 2018 Mar 27;17(1):28. doi: 10.1186/s12940-018-0372-3.
PMID: 29587753
Diabetes, metabolic comorbidities, and risk of hepatocellular carcinoma: Results from two prospective cohort studies.
Simon TG, King LY, Chong DQ, Nguyen LH, Ma Y, VoPham T, Giovannucci EL, Fuchs CS, Meyerhardt JA, Corey KE, Khalili H, Chung RT, Zhang X, Chan AT.
Hepatology. 2018 May;67(5):1797-1806. doi: 10.1002/hep.29660. Epub 2018 Mar 26.
PMID: 29152763
Tetracycline use and risk of incident skin cancer: a prospective study.
Li WQ, Drucker AM, Cho E, Laden F, VoPham T, Li S, Weinstock MA, Qureshi AA.
Br J Cancer. 2018 Jan;118(2):294-298. doi: 10.1038/bjc.2017.378. Epub 2017 Oct 26.
PMID: 29073637
VoPham T. GIS&T and Epidemiology. The Geographic Information Science & Technology Body of Knowledge. University Consortium for Geographic Information Science (UCGIS).
Environmental radon exposure and breast cancer risk in the Nurses' Health Study II.
VoPham T, DuPré N, Tamimi RM, James P, Bertrand KA, Vieira V, Laden F, Hart JE.
Environ Health. 2017 Sep 7;16(1):97. doi: 10.1186/s12940-017-0305-6.
PMID: 28882148
Spatial and temporal determinants of A-weighted and frequency specific sound levels-An elastic net approach.
Walker ED, Hart JE, Koutrakis P, Cavallari JM, VoPham T, Luna M, Laden F.
Environ Res. 2017 Nov;159:491-499. doi: 10.1016/j.envres.2017.08.034. Epub 2017 Sep 18.
PMID: 28865401
Ambient ultraviolet radiation exposure and hepatocellular carcinoma incidence in the United States.
VoPham T, Bertrand KA, Yuan JM, Tamimi RM, Hart JE, Laden F.
Environ Health. 2017 Aug 18;16(1):89. doi: 10.1186/s12940-017-0299-0.
PMID: 28821245
Pesticide exposure and liver cancer: a review.
VoPham T, Bertrand KA, Hart JE, Laden F, Brooks MM, Yuan JM, Talbott EO, Ruddell D, Chang CH, Weissfeld JL.
Cancer Causes Control. 2017 Mar;28(3):177-190. doi: 10.1007/s10552-017-0854-6. Epub 2017 Feb 13.
PMID: 28194594
Spatiotemporal exposure modeling of ambient erythemal ultraviolet radiation.
VoPham T, Hart JE, Bertrand KA, Sun Z, Tamimi RM, Laden F.
Environ Health. 2016 Nov 24;15(1):111. doi: 10.1186/s12940-016-0197-x.
PMID: 27881169
Pesticide exposure and hepatocellular carcinoma risk: A case-control study using a geographic information system (GIS) to link SEER-Medicare and California pesticide data.
VoPham T, Brooks MM, Yuan JM, Talbott EO, Ruddell D, Hart JE, Chang CC, Weissfeld JL.
Environ Res. 2015 Nov;143(Pt A):68-82. doi: 10.1016/j.envres.2015.09.027. Epub 2015 Oct 8.
PMID: 26451881
Linking pesticides and human health: a geographic information system (GIS) and Landsat remote sensing method to estimate agricultural pesticide exposure.
VoPham T, Wilson JP, Ruddell D, Rashed T, Brooks MM, Yuan JM, Talbott EO, Chang CH, Weissfeld JL.
Appl Geogr. 2015 Aug;62:171-181. doi: 10.1016/j.apgeog.2015.04.009. Epub 2015 May 18.
PMID: 28867851
Longitudinal assessment of the menopausal transition, endogenous sex hormones, and perception of physical functioning: the Study of Women's Health Across the Nation.
El Khoudary SR, McClure CK, VoPham T, Karvonen-Gutierrez CA, Sternfeld B, Cauley JA, Khalil N, Sutton-Tyrrell K.
J Gerontol A Biol Sci Med Sci. 2014 Aug;69(8):1011-7. doi: 10.1093/gerona/glt285. Epub 2014 Jan 24.
PMID: 24465026
Prospective associations between inflammatory and hemostatic markers and physical functioning limitations in mid-life women: Longitudinal results of the Study of Women's Health Across the Nation (SWAN).
McClure CK, El Khoudary SR, Karvonen-Gutierrez CA, Ylitalo KR, Tomey K, VoPham T, Sternfeld B, Cauley JA, Harlow S.
Exp Gerontol. 2014 Jan;49:19-25. doi: 10.1016/j.exger.2013.10.016. Epub 2013 Nov 7.
PMID: 24212137