Evidence map›Paper›PMID 27196302›Full record

Observational studyJAMA oncology2016

Analysis of Body Mass Index and Mortality in Patients With Colorectal Cancer Using Causal Diagrams.

Candyce H Kroenke, Romain Neugebauer, Jeffrey Meyerhardt, Carla M Prado, Erin Weltzien, Marilyn L Kwan, Jingjie Xiao, Bette J Caan

Abstract readObservational Study
In one paragraph

Observational study in JAMA oncology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 102 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
102citing papers in PubMed, 3 pooled it
–field-weighted citation impact
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

102 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
  2. Body mass index and cancer survival: a meta-analysis of cohort studies.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2025
    Pooled it
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  19. The role of adipogenic niche resident cells in colorectal cancer progression in relation to obesity.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
    Review
  20. Article

42 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Candyce H KroenkeDivision of Research, Kaiser Permanente Oakland, California.
Romain NeugebauerDivision of Research, Kaiser Permanente Oakland, California.
Jeffrey MeyerhardtDana Farber Cancer Institute, Boston, Massachusetts.
Carla M PradoDepartment of Agricultural, Food and Nutritional Sciences, University of Alberta, Edmonton, Alberta, Canada.
Erin WeltzienDivision of Research, Kaiser Permanente Oakland, California.
Marilyn L KwanDivision of Research, Kaiser Permanente Oakland, California.
Jingjie XiaoDepartment of Agricultural, Food and Nutritional Sciences, University of Alberta, Edmonton, Alberta, Canada.
Bette J CaanDivision of Research, Kaiser Permanente Oakland, California.

Funding

Impact of Celecoxib and Inflammation on Survival in Stage III Colon CancerR01CA169141 · NCI · YALE UNIVERSITY · PI FUCHS, CHARLES S · 2013 to 2018
$3.9M
Body Composition, Weight, and Colon Cancer SurvivalR01CA175011 · NCI · KAISER FOUNDATION RESEARCH INSTITUTE · PI CAAN, BETTE J · 2013 to 2017
$3.1M
Social networks, breast cancer treatment, and survivalK07CA187403 · NCI · KAISER FOUNDATION RESEARCH INSTITUTE · PI KROENKE, CANDYCE H · 2015 to 2019
$914k
NCI NIH HHS K07 CA187403NCI NIH HHS R01 CA169141NCI NIH HHS R01 CA175011
6 · The paper itself

Abstract

importancePhysicians and investigators have sought to determine the relationship between body mass index (BMI [calculated as weight in kilograms divided by height in meters squared]) and colorectal cancer (CRC) outcomes, but methodologic limitations including sampling selection bias, reverse causality, and collider bias have prevented the ability to draw definitive conclusions.

objectiveTo evaluate the association of BMI at the time of, and following, colorectal cancer (CRC) diagnosis with mortality in a complete population using causal diagrams. DESIGN, SETTING, AND

participantsThis retrospective observational study with prospectively collected data included a cohort of 3408 men and women, ages 18 to 80 years, from the Kaiser Permanente Northern California population, who were diagnosed with stage I to III CRC between 2006 and 2011 and who also had surgery. EXPOSURES: Body mass index at diagnosis and 15 months following diagnosis. MAIN OUTCOMES AND MEASURES: Hazard ratios (HRs) for all-cause mortality and CRC-specific mortality compared with normal-weight patients, adjusted for sociodemographics, disease severity, treatment, and prediagnosis BMI.

resultsThis study investigated a cohort of 3408 men and women ages 18 to 80 years diagnosed with stage I to III CRC between 2006 and 2011 who also had surgery. At-diagnosis BMI was associated with all-cause mortality in a nonlinear fashion, with patients who were underweight (BMI <18.5; HR, 2.65; 95% CI, 1.63-4.31) and patients who were class II or III obese (BMI ≥35; HR, 1.33; 95% CI, 0.89-1.98) exhibiting elevated mortality risks, compared with patients who were low-normal weight (BMI 18.5 to <23). In contrast, patients who were high-normal weight (BMI 23 to <25; HR, 0.77; 95% CI, 0.56-1.06), low-overweight (BMI 25 to <28; HR, 0.75; 95% CI, 0.55-1.04), and high-overweight (BMI 28 to <30; HR, 0.52; 95% CI, 0.35-0.77) had lower mortality risks, and patients who were class I obese (BMI 30 to <35) showed no difference in risk. Spline analysis confirmed a U-shaped relationship in participants with lowest mortality at a BMI of 28. Associations with CRC-specific mortality were similar. Associations of postdiagnosis BMI and mortality were also similar, but patients who were class I obese had significantly lower all-cause and cancer-specific mortality risks. CONCLUSIONS AND RELEVANCE: In this study, body mass index at the time of diagnosis and following diagnosis of CRC was associated with mortality risk. Though evidence shows that exercise in patients with cancer should be encouraged, findings suggest that recommendations for weight loss in the immediate postdiagnosis period among patients with CRC who are overweight may be unwarranted.

Indexed as

AdolescentAdultAgedAged, 80 and overBody Mass IndexCaliforniaCausalityCause of DeathColorectal NeoplasmsFemaleHumansMaleMiddle AgedObesityOverweightProportional Hazards Models

Identifiers

PMID27196302
PMCPMC5016213

What OpenQuestion holds

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LicenceTDM
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Registered trials

None linked

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.