Journal Article

The Burden of Proof studies: assessing the evidence of risk

Biryukov, Stan, Bisignano, Catherine, Roth, Gregory A., Sorensen, Reed J. D., Feldman, Rachel, Razo, Christian, Stanaway, Jeffrey D., Dirac, M. Ashworth, Zheng, Peng, Fay, Kairsten A., Dai, Xiaochen, He, Jiawei, Afshin, Ashkan, Estep, Kara, Griswold, Max, Lim, Stephen S., Ferrari, Alize J., Cercy, Kelly M., Santomauro, Damian F., Wozniak, Sarah S., Aravkin, Aleksandr Y., Welgan, Catherine A., Vos, Theo, Cornaby, Leslie, Wang, Nelson, Mullany, Erin C., Bryazka, Dana, Ong, Kanyin Liane, Lescinsky, Haley, LeGrand, Kate E., Lo, Justin, Gil, Gabriela Fernanda, Burkart, Katrin, Hay, Simon I., Srinivasan, Vinay, Kassebaum, Nicholas J., Vollset, Stein Emil, Rao, Puja C., Brauer, Michael, Murray, Christopher J. L., Reitsma, Marissa B., Gakidou, Emmanuela, Irvine, Caleb M. S.

2022

Overview

Exposure to risks throughout life results in a wide variety of outcomes. Objectively judging the relative impact of these risks on personal and population health is fundamental to individual survival and societal prosperity. Existing mechanisms to quantify and rank the magnitude of these myriad effects and the uncertainty in their estimation are largely subjective, leaving room for interpretation that can fuel academic controversy and add to confusion when communicating risk. We present a new suite of meta-analyses—termed the Burden of Proof studies—designed specifically to help evaluate these methodological issues objectively and quantitatively. Through this data-driven approach that complements existing systems, including GRADE and Cochrane Reviews, we aim to aggregate evidence across multiple studies and enable a quantitative comparison of risk–outcome pairs. We introduce the burden of proof risk function (BPRF), which estimates the level of risk closest to the null hypothesis that is consistent with available data. Here we illustrate the BPRF methodology for the evaluation of four exemplar risk–outcome pairs: smoking and lung cancer, systolic blood pressure and ischemic heart disease, vegetable consumption and ischemic heart disease, and unprocessed red meat consumption and ischemic heart disease. The strength of evidence for each relationship is assessed by computing and summarizing the BPRF, and then translating the summary to a simple star rating. The Burden of Proof methodology provides a consistent way to understand, evaluate and summarize evidence of risk across different risk–outcome pairs, and informs risk analysis conducted as part of the Global Burden of Diseases, Injuries, and Risk Factors Study. A new Burden of Proof meta-analytic method that accounts for between-study heterogeneity and corrects for bias between different study designs is used to interpret the strength of evidence between different pairs of risk factors and health outcomes.

• Publisher: Nature Publishing Group US,Nature Publishing Group
• Subject: 692/499 / 692/699 / Biomedical and Life Sciences / Biomedicine / Blood pressure / Cancer Research / Cardiovascular disease / Cardiovascular diseases / Coronary artery disease / Evaluation / Food consumption / Heart diseases / Heterogeneity / Humans / Infectious Diseases / Injury analysis / Ischemia / Lung cancer / Metabolic Diseases / Molecular Medicine / Myocardial Ischemia / Neurosciences / Risk analysis / Risk Assessment - methods / Risk communication / Risk Factors / Risk levels / Smoking