Nathanael R. Fillmore
Topics / Observational Study
Topic

Observational Study

Fillmore has conducted extensive observational research using large-scale national healthcare datasets to identify prognostic markers and refine risk stratification across oncology, neurology, and infectious disease. His work includes the development and validation of electronic health record-based scores to predict cancer-associated thrombosis and cardiovascular risk in prostate cancer patients. Additionally, he has utilized cohort studies to investigate the drivers of COVID-19 severity and the association between systemic inflammatory markers and the risk of dementia.

U.S. Veterans and VA Data 15 Retrospective Cohort Study 10 COVID-19 9 Electronic Health Records 8 Real World Evidence 8 Cox Proportional Hazards Model 6 Logistic Regression 5 Model Validation 5 Risk Factors 5 Patient Outcomes 5 Cancer-Associated Thrombosis 4 External Validation 4

Publications (20)

2026

Risk and protective factors for uveal melanoma: Evidence for a protective role of autoimmune and immune-mediated conditions.

Charles Lu†, Debby Cheng†, Andrew Mu, Olivia Burke, Lirit Fuksman, Priya Katyal, Sara Khattab, Nga Nguyen, Emma Beagles, Crystal Chang, Suzanne Xu, Jonathan C. Hwang, Linden Huhmann, Nicholas Starink, Martin A. Weinstock, Maryam M. Asgari, Marc S. Hurlbert, John M. Gaziano, Nathanael R. Fillmore, Rebecca I. Hartman, Yevgeniy R. Semenov† Equal first authorship

Journal of the American Academy of Dermatology95(1), 211-214
U.S. Veterans and VA Data Case-Control Study Uveal Melanoma Cutaneous Melanoma Logistic Regression
2026

Development and External Validation of a Machine Learning-Based Risk Classification Score for Prostate Cancer-Specific Cardiovascular Risk.

Nickolas Stabellini, Tarek Nahle, Viraj Shah, Sai S. Kollapaneni, Omar M. Makram, Jennifer Cullen, Neal L. Weintraub, Harikrishnan H. Kunhiraman, Umang Swami, Morteza Mahmoudi, Nathanael Fillmore, Isla P. Garraway, Darryl Leong, Jehonathan Pinthus, John Shanahan, Alberto J. Montero, Neeraj Agarwal, Avirup Guha

JCO Oncology PracticeOP2600131
Prostate Cancer Cardiovascular Disease Cardio-Oncology Machine Learning Predictive Modeling
2024

The neutrophil to lymphocyte ratio associates with markers of Alzheimer's disease pathology in cognitively unimpaired elderly people.

Tovia Jacobs, Sean R. Jacobson, Juan Fortea, Jeffrey S. Berger, Alok Vedvyas, Karyn Marsh, Tianshe He, Eugenio Gutierrez-Jimenez, Nathanael R. Fillmore, Moses Gonzalez, Luisa Figueredo, Naomi L. Gaggi, Chelsea Reichert Plaska, Nunzio Pomara, Esther Blessing, Rebecca Betensky, Henry Rusinek, Henrik Zetterberg, Kaj Blennow, Lidia Glodzik, Thomas M. Wisniweski, Leon Mony J. de, Ricardo S. Osorio‡, Jaime Ramos-Cejudo‡, Alzheimer’s Disease Neuroimaging Initiative‡ Equal senior authorship

Immunity & Ageing21(1), 32
Alzheimer Disease and Dementia Biomarkers Cognitively Unimpaired Elderly Longitudinal Data Analysis Neutrophil-to-Lymphocyte Ratio
2023

Maintaining the Utility of Coronavirus Disease 2019 Pandemic Severity Surveillance: Evaluation of Trends in Attributable Deaths and Development and Validation of a Measurement Tool.

Caitlin Trottier†, Jennifer La†, Lucy L. Li†, Majd Alsoubani, Austin D. Vo, Nathanael R. Fillmore, Westyn Branch-Elliman, Shira Doron‡, Paul A. Monach‡† Equal first authorship · ‡ Equal senior authorship

Clinical Infectious Diseases77(9), 1247-1256
COVID-19 U.S. Veterans and VA Data Logistic Regression Model Validation Pandemic Surveillance
2023

External validation of a novel electronic risk score for cancer-associated thrombosis in a comprehensive cancer center.

Ang Li, Las Pozas Giordana De, Clark R. Andersen, Chijioke C. Nze, Katy M. Toale, Emily M. Milner, Nathanael R. Fillmore, Elizabeth Yu Chiao, Hernandez Cristhiam Rojas, Michael H. Kroll, Kelly W. Merriman‡, Christopher R. Flowers‡‡ Equal senior authorship

American Journal of Hematology98(7), 1052-1057
Cancer-Associated Thrombosis Electronic Health Records External Validation Model Validation Natural Language Processing
2023

Allostatic load and cardiovascular outcomes in males with prostate cancer.

Nickolas Stabellini, Jennifer Cullen, Marcio S. Bittencourt, Justin X. Moore, Lifen Cao, Neal L. Weintraub, Ryan A. Harris, Xiaoling Wang, Biplab Datta, Steven S. Coughlin, Jorge Garcia, John Shanahan, Nelson Hamerschlak, Kristin Waite, Nathanael R. Fillmore, Martha Terris, Alberto J. Montero, Jill S. Barnholtz-Sloan‡, Avirup Guha‡‡ Equal senior authorship

JNCI Cancer Spectrum7(2)
Allostatic Load Cardiovascular Disease Major Adverse Cardiovascular Events Prostate Cancer Fine-Gray Models
2022

The COVID-19 hospitalization metric in the pre- and postvaccination eras as a measure of pandemic severity: A retrospective, nationwide cohort study.

Nathanael R. Fillmore†, Jennifer La†, Chunlei Zheng, Shira Doron, Nhan V. Do, Paul A. Monach‡, Westyn Branch-Elliman‡† Equal first authorship · ‡ Equal senior authorship

Infection Control and Hospital Epidemiology43(12), 1767-1772
U.S. Veterans and VA Data Retrospective Cohort Study COVID-19 Vaccine Effectiveness Hospitalization Metrics
2022

Platelet Function Is Associated With Dementia Risk in the Framingham Heart Study.

Jaime Ramos-Cejudo, Andrew D. Johnson, Alexa Beiser, Sudha Seshadri, Joel Salinas, Jeffrey S. Berger, Nathanael R. Fillmore, Nhan Do, Chunlei Zheng, Zanetta Kovbasyuk, Babak A. Ardekani, Nunzio Pomara, Omonigho M. Bubu, Ankit Parekh, Antonio Convit, Rebecca A. Betensky, Thomas M. Wisniewski, Ricardo S. Osorio

Journal of the American Heart Association11(9), e023918
Alzheimer Disease and Dementia Framingham Heart Study Light Transmission Aggregometry Platelet Function Inverse Probability Weighting
2022

Association of COVID-19 Vaccination With SARS-CoV-2 Infection in Patients With Cancer: A US Nationwide Veterans Affairs Study.

Julie Tsu-Yu Wu†, Jennifer La†, Westyn Branch-Elliman, Linden B. Huhmann, Summer S. Han, Giovanni Parmigiani, David P. Tuck, Mary T. Brophy, Nhan V. Do, Albert Y. Lin‡, Nikhil C. Munshi‡, Nathanael R. Fillmore‡† Equal first authorship · ‡ Equal senior authorship

JAMA Oncology8(2), 281-286
U.S. Veterans and VA Data Retrospective Cohort Study COVID-19 Vaccine Effectiveness Cancer Patients
2021

The Neutrophil to Lymphocyte Ratio Is Associated With the Risk of Subsequent Dementia in the Framingham Heart Study.

Jaime Ramos-Cejudo, Andrew D. Johnson, Alexa Beiser, Sudha Seshadri, Joel Salinas, Jeffrey S. Berger, Nathanael R. Fillmore, Nhan Do, Chunlei Zheng, Zanetta Kovbasyuk, Babak A. Ardekani, Omonigho M. Bubu, Ankit Parekh, Antonio Convit, Rebecca A. Betensky, Thomas M. Wisniewski, Ricardo S. Osorio

Frontiers in Aging Neuroscience13, 773984
Alzheimer Disease and Dementia Framingham Heart Study Neutrophil-to-Lymphocyte Ratio Cox Proportional Hazards Model Inverse Probability Weighting