2019 Publications

Kaali S, Jack D, Delimini R, Hu L, Burkart K, Opoku-Mensah J, Quinn A, Ae-Ngibise K, Wylie B, Boamah-Kaali E, Chillrud S. Prenatal Household Air Pollution Alters Cord Blood Mononuclear Cell Mitochondrial DNA Copy Number: Sex-Specific Associations. International journal of environmental research and public health. 2019 Jan;16(1):26.

Kioumourtzoglou MA, Raz R, Wilson A, Fluss R, Nirel R, Broday DM, Hacker MR, McElrath TF, Grotto I, Koutrakis P, Weisskopf MG. Traffic-related air pollution and pregnancy loss. Epidemiology. 2019 Jan 1;30(1):4-10.

Chew R, Thornburg J, Jack D, Smith C, Yang Q, Chillrud S. Identification of bicycling periods using the MicroPEM personal exposure monitor. Sensors. 2019 Jan;19(21):4613.

Li X, Xu B, Shaman J. The Impact of Environmental Transmission and Epidemiological Features on the Geographical Translocation of Highly Pathogenic Avian Influenza Virus. International journal of environmental research and public health. 2019 Jan;16(11):1890.

Tarquini R, Carbone A, Martinez M, Mazzoccoli G. Daylight saving time and circadian rhythms in the neuro-endocrine-immune system: impact on cardiovascular health. Internal and emergency medicine. 2019 Jan 24;14(1):17-9.

McGowan CJ, Biggerstaff M, Johansson M, Apfeldorf KM, Ben-Nun M, Brooks L, Convertino M, Erraguntla M, Farrow DC, Freeze J, Ghosh S, Hyun S, Kandula S, Lega J, Liu Y, Michaud N, Morita H, Niemi J, Ramakrishnan N, Ray EL, Reich NG, Riley P, Shaman J, Tibshirani R, Vespignani A, Zhang Q, Reed C. Collaborative efforts to forecast seasonal influenza in the United States, 2015–2016. Scientific reports. 2019 Jan 24;9(1):683.

Agbokey F, Dwommoh R, Tawiah T, Ae-Ngibise KA, Mujtaba MN, Carrion D, Ali Abdulai M, Afari-Asiedu S, Owusu-Agyei S, Asante KP, Jack DW. Determining the Enablers and Barriers for the Adoption of Clean Cookstoves in the Middle Belt of Ghana—A Qualitative Study. International journal of environmental research and public health. 2019 Jan;16(7):1207.

Perzanowski MS, Rauh V, Conrad L, Hoepner L, Acosta LM, Perera FP, Rundle AG, Arteaga-Solis E, Miller RL. Report of prenatal exposure to pesticide predicts infant rhinitis and watery eyes without a cold. Journal of Allergy and Clinical Immunology. 2019 Feb 1;143(2):AB81.

Yang W, Li J, Shaman J. Characteristics of measles epidemics in China (1951-2004) and implications for elimination: A case study of three key locations. PLoS computational biology. 2019 Feb 4;15(2):e1006806.

Liew Z, Kioumourtzoglou MA, Roberts AL, O’Reilly ÉJ, Ascherio A, Weisskopf MG. Use of Negative Control Exposure Analysis to Evaluate Confounding: An Example of Acetaminophen Exposure and Attention-Deficit/Hyperactivity Disorder in Nurses’ Health Study II. American journal of epidemiology. 2019 Feb 14;188(4):768-75.

Reich NG, Brooks LC, Fox SJ, Kandula S, McGowan CJ, Moore E, Osthus D, Ray EL, Tushar A, Yamana TK, Biggerstaff M, Johansson MA, Rosenfield R, Shaman J. A collaborative multiyear, multimodel assessment of seasonal influenza forecasting in the United States. Proceedings of the National Academy of Sciences. 2019 Feb 19;116(8):3146-54.

Colicino E, Just A, Kioumourtzoglou MA, Vokonas P, Cardenas A, Sparrow D, Weisskopf M, Nie LH, Hu H, Schwartz JD, Wright RO. Blood DNA Methylation Biomarkers of Cumulative Lead Exposure in Adults. Available at SSRN 3343644. 2019 Feb 27.

Kramer SC, Shaman J. Development and validation of influenza forecasting for 64 temperate and tropical countries. PLoS computational biology. 2019 Feb 27;15(2):e1006742.

Pei S, Cane MA, Shaman J. Predictability in process-based ensemble forecast of influenza. PLoS computational biology. 2019 Feb 28;15(2):e1006783.

Spratlen MJ, Perera FP, Lederman SA, Robinson M, Kannan K, Trasande L, Herbstman J. Cord blood perfluoroalkyl substances in mothers exposed to the World Trade Center disaster during pregnancy. Environmental pollution. 2019 Mar 1;246:482-90.

Van Vliet ED, Kinney PL, Owusu-Agyei S, Schluger NW, Whyatt RM, Jack DW, Agyei O, Chillrud SN, Boamah EA, Mujtaba M, Asante KP. Current respiratory symptoms and risk factors in pregnant women cooking with biomass fuels in rural Ghana. Environment international. 2019 Mar 1;124:533-40.

Kupsco A, Kioumourtzoglou MA, Just AC, Amarasiriwardena C, Estrada-Gutierrez G, Cantoral A, Sanders AP, Braun JM, Svensson K, Brennan KJ, Oken E. Prenatal Metal Concentrations and Childhood Cardiometabolic Risk Using Bayesian Kernel Machine Regression to Assess Mixture and Interaction Effects. Epidemiology. 2019 Mar 1;30(2):263-73.

Reis J, Yamana T, Kandula S, Shaman J. Superensemble forecast of respiratory syncytial virus outbreaks at national, regional, and state levels in the United States. Epidemics. 2019 Mar 1;26:1-8.

Heaney AK, Carrión D, Burkart K, Lesk C, Jack D. Climate Change and Physical Activity: Estimated Impacts of Ambient Temperatures on Bikeshare Usage in New York City. Environmental health perspectives. 2019 Mar 5;127(3):037002.

Wu X, Braun D, Kioumourtzoglou MA, Choirat C, Di Q, Dominici F. Causal inference in the context of an error prone exposure: air pollution and mortality. The annals of applied statistics. 2019 Mar;13(1):520.

Lee AG, Kaali S, Quinn A, Delimini R, Burkart K, Opoku-Mensah J, Wylie BJ, Yawson AK, Kinney PL, Ae-Ngibise KA, Chillrud S. Prenatal Household Air Pollution Is Associated with Impaired Infant Lung Function with Sex-Specific Effects. Evidence from GRAPHS, a Cluster Randomized Cookstove Intervention Trial. American journal of respiratory and critical care medicine. 2019 Mar 15;199(6):738-46.

Rund SS, Moise IK, Beier JC, Martinez ME. Rescuing Troves of Hidden Ecological Data to Tackle Emerging Mosquito-Borne Diseases. Journal of the American Mosquito Control Association. 2019 Mar;35(1):75-83.

Li T, Guo Y, Liu Y, Wang J, Wang Q, Sun Z, He MZ, Shi X. Estimating mortality burden attributable to short-term PM2. 5 exposure: A national observational study in China. Environment international. 2019 Apr 1;125:245-51.

Smith CM, Chillrud SN, Jack DW, Kinney P, Yang Q, Layton AM. Laboratory Validation of Hexoskin Biometric Shirt at Rest, Submaximal Exercise, and Maximal Exercise While Riding a Stationary Bicycle. Journal of Occupational and Environmental Medicine. 2019 Apr 1;61(4):e104-11.

Liu JZ, Paisley J, Kioumourtzoglou MA, Coull BA. Adaptive Ensemble Learning of Spatiotemporal Processes with Calibrated Predictive Uncertainty: A Bayesian Nonparametric Approach. arXiv preprint arXiv:1904.00521. 2019 Apr 1.

Payne-Sturges DC, Marty MA, Perera F, Miller MD, Swanson M, Ellickson K, Cory-Slechta DA, Ritz B, Balmes J, Anderko L, Talbott EO. Healthy Air, Healthy Brains: Advancing Air Pollution Policy to Protect Children’s Health. American journal of public health. 2019 Apr;109(4):550-4.

DeFelice NB, Birger R, DeFelice N, Gagner A, Campbell SR, Romano C, Santoriello M, Henke J, Wittie J, Cole B, Kaiser C. Modeling and Surveillance of Reporting Delays of Mosquitoes and Humans Infected With West Nile Virus and Associations With Accuracy of West Nile Virus Forecasts. JAMA network open. 2019 Apr 5;2(4):e193175-.

Gao X, Colicino E, Shen J, Kioumourtzoglou MA, Just AC, Nwanaji-Enwerem JC, Coull B, Lin X, Vokonas P, Zheng Y, Hou L. Impacts of air pollution, temperature, and relative humidity on leukocyte distribution: An epigenetic perspective. Environment international. 2019 May 1;126:395-405.

Galanti M, Birger R, Ud‐Dean M, Filip I, Morita H, Comito D, Anthony S, Freyer GA, Ibrahim S, Lane B, Ligon C, Rabadan R, Shittu A, Tagne E, Shaman J. Longitudinal active sampling for respiratory viral infections across age groups. Influenza and Other Respiratory Viruses. 2019 May;13(3):226-32.

Li X, Xu B, Shaman J. Pathobiological features favouring the intercontinental dissemination of highly pathogenic avian influenza virus. Royal Society open science. 2019 May 8;6(5):190276.

Gervais M, Shaman J, Kushnir Y. Impacts of the North Atlantic Warming Hole in Future Climate Projections: Mean Atmospheric Circulation and the North Atlantic Jet. Journal of Climate. 2019 May;32(10):2673-89.

Papadogeorgou G, Kioumourtzoglou MA, Braun D, Zanobetti A. Low Levels of Air Pollution and Health: Effect Estimates, Methodological Challenges, and Future Directions. Current environmental health reports. 2019 May 14:1-1.

Fry D, Kioumourtzoglou MA, Treat CA, Burke KR, Evans D, Tabb LP, Carrion D, Perera FP, Lovasi GS. Development and validation of a method to quantify benefits of clean-air taxi legislation. Journal of exposure science & environmental epidemiology. 2019 May 29:1.

Salas RN, Jacobs W, Perera F. The Case of Juliana v. US—Children and the Health Burdens of Climate Change. New England Journal of Medicine. 2019 May 30;380(22):2085-7.

Westervelt DM, Ma C, He M, Fiore AM, Kinney PL, Kioumourtzoglou MA, Wang S, Xing J, Ding D, Correa G. Mid-21st century ozone air quality and health burden in China under emissions scenarios and climate change. Environmental Research Letters. 2019 May 31.

Hilpert M, Johnson M, Kioumourtzoglou MA, Domingo-Relloso A, Peters A, Adria-Mora B, Hernández D, Ross J, Chillrud SN. A new approach for inferring traffic-related air pollution: Use of radar-calibrated crowd-sourced traffic data. Environment international. 2019 Jun 1;127:142-59.

Kandula S, Shaman J. Near-term forecasts of influenza-like illness: An evaluation of autoregressive time series approaches. Epidemics. 2019 Jun 1;27:41-51.

Kandula S, Pei S, Shaman J. Improved forecasts of influenza-associated hospitalization rates with Google Search Trends. Journal of the Royal Society Interface. 2019 Jun 12;16(155):20190080.

Gibson EA, Goldsmith J, Kioumourtzoglou MA. Complex Mixtures, Complex Analyses: an Emphasis on Interpretable Results. Current environmental health reports. 2019 Jun 15;6(2):53-61.

Jin X, Fiore AM, Civerolo K, Bi J, Liu Y, Van Donkelaar A, Martin R, Al-Hamdan MZ, Zhang Y, Insaf T, Kioumourtzoglou MA. Comparison of multiple PM 2.5 exposure products for estimating health benefits of emission controls over New York State, USA. Environmental Research Letters. 2019 Jun 28.

Kioumourtzoglou MA. Identifying Modifiable Risk Factors of Mental Health Disorders—The Importance of Urban Environmental Exposures. JAMA psychiatry. 2019 Jun 1;76(6):569-70.

Moss RH, Avery S, Baja K, Burkett M, Chischilly AM, Dell J, Fleming PA, Geil K, Jacobs K, Jones A, Knowlton K. Evaluating Knowledge to Support Climate Action: A Framework for Sustained Assessment. Report of an Independent Advisory Committee on Applied Climate Assessment. Weather, Climate, and Society. 2019 Jul;11(3):465-87.

Kandula S, Shaman J. Reappraising the utility of Google Flu Trends. PLoS computational biology. 2019 Aug 2;15(8):e1007258.

George DB, Taylor W, Shaman J, Rivers C, Paul B, O’Toole T, Johansson MA, Hirschman L, Biggerstaff M, Asher J, Reich NG. Technology to advance infectious disease forecasting for outbreak management. Nature communications. 2019 Sep 2;10(1):1-4

Kehm RD, Yang W, Tehranifar P, Terry MB. 40 Years of change in age-and stage-specific cancer incidence rates in US women and men. JNCI cancer spectrum. 2019 Sep;3(3):pkz038.

Gould CF, Urpelainen J. The Gendered Nature of Liquefied Petroleum Gas Stove Adoption and Use in Rural India. The Journal of Development Studies. 2019 Sep 14:1-21.

Papadogeorgou G, Kioumourtzoglou MA, Braun D, Zanobetti A. Low levels of air pollution and health: effect estimates, methodological challenges, and future directions. Current environmental health reports. 2019 Sep 15;6(3):105-15.

Choirat C, Braun D, Kioumourtzoglou MA. Data Science in Environmental Health Research. Current epidemiology reports. 2019 Sep 15;6(3):291-9.

Reich NG, Osthus DA, Ray EL, Yamana TK, Biggerstaff M, Johansson MA, Rosenfeld R, Shaman J. Reply to Bracher: Scoring probabilistic forecasts to maximize public health interpretability. Proceedings of the National Academy of Sciences of the United States of America. 2019 Sep 26;116(LA-UR-20-22024)

Colicino E, Just A, Kioumourtzoglou MA, Vokonas P, Cardenas A, Sparrow D, Weisskopf M, Nie LH, Hu H, Schwartz JD, Wright RO. Blood DNA methylation biomarkers of cumulative lead exposure in adults. Journal of Exposure Science & Environmental Epidemiology. 2019 Oct 21:1-9.

Lipsitch M, Shaman J. Comment on:‘Antibiotic footprint’as a communication tool to aid reduction of antibiotic consumption. Journal of Antimicrobial Chemotherapy. 2019 Nov 1.

Chen Y, Wu F, Liu X, Parvez F, LoIacono NJ, Gibson EA, Kioumourtzoglou MA, Levy D, Shahriar H, Uddin MN, Islam T. Early life and adolescent arsenic exposure from drinking water and blood pressure in adolescence. Environmental research. 2019 Nov 1;178:108681.

Johansson MA, Apfeldorf KM, Dobson S, Devita J, Buczak AL, Baugher B, Moniz LJ, Bagley T, Babin SM, Guven E, Yamana TK, Shaman J. An open challenge to advance probabilistic forecasting for dengue epidemics. Proceedings of the National Academy of Sciences. 2019 Nov 26;116(48):24268-74.

Sy KT, Shaman J, Kandula S, Pei S, Gould M, Keyes KM. Spatiotemporal clustering of suicides in the us from 1999 to 2016: A spatial epidemiological approach. Social psychiatry and psychiatric epidemiology. 2019 Dec 1;54(12):1471-82.

Singh J, Mumford SL, Pollack AZ, Schisterman EF, Weisskopf MG, Navas-Acien A, Kioumourtzoglou MA. Tampon use, environmental chemicals and oxidative stress in the BioCycle study. Environmental Health. 2019 Dec 1;18(1):11.

Domingo-Relloso A, Grau-Perez M, Briongos-Figuero L, Gomez-Ariza JL, Garcia-Barrera T, Dueñas-Laita A, Bobb JF, Chaves FJ, Kioumourtzoglou MA, Navas-Acien A, Redon-Mas J. The association of urine metals and metal mixtures with cardiovascular incidence in an adult population from Spain: the Hortega Follow-Up Study. International Journal of Epidemiology. 2019 Dec 1;48(6):1839-49.

Ayuurebobi K, Wylie BJ, Boamah-Kaali E, Jack DW, Oppong FB, Chillrud SN, Gyaase S, Kaali S, Agyei O, Kinney PL, Mujtaba M. Prenatal maternal stress and birth outcomes in rural Ghana: sex-specific associations. BMC pregnancy and childbirth. 2019 Dec 1;19(1):391.

Gibson EA, Nunez Y, Abuawad A, Zota AR, Renzetti S, Devick KL, Gennings C, Goldsmith J, Coull BA, Kioumourtzoglou MA. An overview of methods to address distinct research questions on environmental mixtures: an application to persistent organic pollutants and leukocyte telomere length. Environmental Health. 2019 Dec 1;18(1):76.

Carrión D, Kaali S, Kinney PL, Owusu-Agyei S, Chillrud S, Yawson AK, Quinn A, Wylie B, Ae-Ngibise K, Lee AG, Tokarz R. Examining the relationship between household air pollution and infant microbial nasal carriage in a Ghanaian cohort. Environment international. 2019 Dec 1;133:105150.

Heaney AK, Shaman J, Alexander KA. El Niño-Southern oscillation and under-5 diarrhea in Botswana. Nature Communications. 2019 Dec 20;10(1):1-9.

Liu J, Paisley J, Kioumourtzoglou MA, Coull B. Accurate uncertainty estimation and decomposition in ensemble learning. InAdvances in Neural Information Processing Systems 2019 (pp. 8952-8963).