Evidence map›Paper›PMID 35960613›Full record

ArticleJNCI cancer spectrum2022

Body mass index trajectories, weight gain and risks of liver and biliary tract cancers.

Wanshui Yang, Xufen Zeng, Jessica L Petrick, Christopher J Danford, Andrea A Florio, Bing Lu, Hongmei Nan, Jiantao Ma, Liang Wang, Hongmei Zeng and 5 more

Open access · goldAbstract read
In one paragraph

Article in JNCI cancer spectrum, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 2 pooled it
1.6field-weighted citation impact, top 17% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 2 syntheses or guidelines pooled it, 10 citations in OpenAlex.

  1. Life Course Trajectories of Body Mass Index and Risk of Cancer in Adulthood: Systematic Review and Meta-Analysis.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors at 11 institutions in 2 countries.

Wanshui YangChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
Xufen ZengDepartment of Nutrition, School of Public Health, Anhui Medical University, Hefei, Anhui, P.R. China.
Jessica L PetrickSlone Epidemiology Center, Boston University, Boston, MA, USA.
Christopher J DanfordDivision of Gastroenterology and Hepatology, Beth Israel Deaconess Medical Center, 330 Brookline Ave., Dana 603, Boston, 02215, MA, USA.
Andrea A FlorioDivision of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD.
Bing LuDivision of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.
Hongmei NanDepartment of Epidemiology, Richard M Fairbanks School of Public Health, Indiana University, and Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN.
Jiantao MaFramingham Heart Study, Framingham, MA, USA.
Liang WangDepartment of Public Health, Robbins College of Health and Human Sciences, Baylor University, Texas, USA.
Hongmei ZengDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Staci L SudengaDivision of Epidemiology, Vanderbilt University Medical Center, Nashville, TN, USA.
Peter T CampbellDepartment of Epidemiology and Population Science, Albert Einstein College of Medicine, Bronx, NY, USA.
Edward GiovannucciChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
Katherine A McGlynnDivision of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD.
Xuehong ZhangChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
Brigham and Women's Hospital · USNational Cancer Institute · USAlbert Einstein College of Medicine · USAnhui Medical University · CNBaylor University · USBeth Israel Deaconess Medical Center · USBoston University · USHarvard University · USIndiana University Health · USTufts University · USVanderbilt University Medical Center · US

Funding

Studies of Rare CancersZIACP010158 · NCI · DIVISION OF CANCER EPIDEMIOLOGY AND GENETICS · PI MCGLYNN, KATHERINE · 2009 to 2025
$19.1M
Metabolites of Dietary Intake and Risk of Knee OsteoarthritisR01AR074447 · NIAMS · UNIVERSITY OF CONNECTICUT SCH OF MED/DNT · PI LU, BING · 2019 to 2022
$2.6M
Helicobacter Infection and Liver Cancer Risk among African Americans andWhites in the United StatesR37CA262299 · NCI · YALE UNIVERSITY · PI Xuehong Zhang · 2021 to 2026
$2.4M
Dietary Quality, Body Adiposity, and Risk of Rheumatoid Arthritis in WomenR01AR071326 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI LU, BING, SOLOMON, DANIEL HAL · 2018 to 2021
$1.8M
Tumor-Infiltrating Lymphocytes in Anal Cancer and Pre-malignant Anal LesionsK07CA225404 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI SUDENGA, STACI L · 2018 to 2022
$742k
Calcium and Colorectal Cancer: Gene-Environment Interactions and Molecular PathwaysK07CA188126 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI ZHANG, XUEHONG · 2015 to 2018
$576k
NCI NIH HHS K07 CA188126NCI NIH HHS K07 CA225404NCI NIH HHS R37 CA262299NIAMS NIH HHS R01 AR071326NIAMS NIH HHS R01 AR074447
6 · The paper itself

Abstract

backgroundLittle is known about the role of early obesity or weight change during adulthood in the development of liver cancer and biliary tract cancer (BTC).

methodsWe investigated the associations of body mass index (BMI) and weight trajectories with the risk of liver cancer and BTC in the Prostate, Lung, Colorectal and Ovarian Cancer Screening Trial (PLCO). BMI was self-reported at ages 20, 50, and at enrollment. BMI trajectories were determined using latent class growth models. Cox regression was used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs).

resultsDuring a median follow-up of 15.9 years among 138,922 participants, 170 liver cancer and 143 BTC cases were identified. Compared with those whose BMI does not exceed 25 kg/m2, participants with BMI exceeding 25 kg/m2 at age 20 had increased risks of liver cancer (HR = 2.03, 95% CI: 1.26-3.28) and BTC (HR = 1.99, 95% CI: 1.16-3.39). Compared to participants maintaining normal BMI until enrollment, trajectory of normal weight at age 20 to obesity at enrollment was associated with increased risk for liver cancer (HR = 2.50, 95% CI: 1.55-4.04) and BTC (HR = 1.83, 95% CI: 1.03-3.22). Compared to adults with stable weight (+/-5kg) between age 20 to 50 years, weight gain ≥20 kg between ages 20 to 50 years had higher HRs of 2.24 (95%CI: 1.40-3.58) for liver cancer and 1.86 (95% CI: 1.12-3.09) for BTC.

conclusionsBeing overweight/obese at age 20, and BMI trajectories that result in being overweight and/or obese, may increase risk for both liver cancer and BTC.

Indexed as

adipositybiliary tract cancerbody mass indexliver cancertrajectory modelingweight gain

Identifiers

PMID35960613
PMCPMC9406603
OpenAlexW4290861156

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.