Evidence map›Paper›PMID 29449192›Full record

ArticleThe Lancet. Oncology2018

Association of body-mass index and outcomes in patients with metastatic melanoma treated with targeted therapy, immunotherapy, or chemotherapy: a retrospective, multicohort analysis.

Jennifer L McQuade, Carrie R Daniel, Kenneth R Hess, Carmen Mak, Daniel Y Wang, Rajat R Rai, John J Park, Lauren E Haydu, Christine Spencer, Matthew Wongchenko and 36 more

Open access · greenAbstract read
In one paragraph

Article in The Lancet. Oncology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 433 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
433citing papers in PubMed, 5 pooled it
27.8field-weighted citation impact, top 1% 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

433 citing papers in PubMed, 5 syntheses or guidelines pooled it, 651 citations in OpenAlex.

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  20. T cell dysregulation and remodeling in pediatric obesity and weight loss.bioRxiv : the preprint server for biology · 2026
    Article

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

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

46 authors at 16 institutions in 4 countries.

Jennifer L McQuadeUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA. Electronic address: jmcquade@mdanderson.org.
Carrie R DanielUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
Kenneth R HessUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
Carmen MakNovartis Pharmaceuticals, East Hanover, NJ, USA.
Daniel Y WangVanderbilt University Medical Center, Nashville, TN, USA.
Rajat R RaiMelanoma Institute Australia and University of Sydney, North Sydney, NSW, Australia.
John J ParkCrown Princess Mary Cancer Centre, Westmead Hospital, Westmead NSW, Australia.
Lauren E HayduUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
Christine SpencerUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
Matthew WongchenkoGenentech, San Francisco, CA, USA.
Stephen LaneNovartis Pharmaceuticals, East Hanover, NJ, USA.
Dung-Yang LeeNovartis Pharmaceuticals, East Hanover, NJ, USA.
Mathilde KaperNovartis Pharmaceuticals, East Hanover, NJ, USA.
Meredith McKeanUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
Kathryn E BeckermannVanderbilt University Medical Center, Nashville, TN, USA.
Samuel M RubinsteinVanderbilt University Medical Center, Nashville, TN, USA.
Isabelle RooneyGenentech, San Francisco, CA, USA.
Luna MusibGenentech, San Francisco, CA, USA.
Nageshwar BudhaGenentech, San Francisco, CA, USA.
Jessie HsuGenentech, San Francisco, CA, USA.
Theodore S NowickiUniversity of California Los Angeles Medical Center, Los Angeles, CA, USA.
Alexandre AvilaBristol-Myers Squibb, New York, NY, USA.
Tomas HaasNovartis Pharmaceuticals, East Hanover, NJ, USA.
Maneka PuligandlaDana-Farber Cancer Institute, Boston, MA, USA.
Sandra LeeDana-Farber Cancer Institute, Boston, MA, USA.
Shenying FangUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
Jennifer A WargoUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
Jeffrey E GershenwaldUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
Jeffrey E LeeUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
Patrick HwuUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
Paul B ChapmanMemorial Sloan Kettering Cancer Center, New York, NY, USA.
Jeffrey A SosmanNorthwestern University, Chicago, IL, USA.
Dirk SchadendorfUniversity Hospital Essen and German Cancer Consortium, Essen, Germany.
Jean-Jacques GrobCentre Hospitalo-Universitaire Timone, Aix Marseille University, Marseille, France.
Keith T FlahertyMassachusetts General Hospital Cancer Center, Boston, MA, USA.
Dana WalkerBristol-Myers Squibb, New York, NY, USA.
Yibing YanGenentech, San Francisco, CA, USA.
Edward McKennaGenentech, San Francisco, CA, USA.
Jeffrey J LegosNovartis Pharmaceuticals, East Hanover, NJ, USA.
Matteo S CarlinoMelanoma Institute Australia and University of Sydney, North Sydney, NSW, Australia; Crown Princess Mary Cancer Centre, Westmead Hospital, Westmead NSW, Australia.
Antoni RibasUniversity of California Los Angeles Medical Center, Los Angeles, CA, USA.
John M KirkwoodHillman University of Pittsburgh Medical Center Cancer Center, Pittsburgh, PA, USA.
Georgina V LongMelanoma Institute Australia and University of Sydney, North Sydney, NSW, Australia; Royal North Shore and Mater Hospitals, St Leonards, NSW, Australia.
Douglas B JohnsonVanderbilt University Medical Center, Nashville, TN, USA.
Alexander M MenziesMelanoma Institute Australia and University of Sydney, North Sydney, NSW, Australia; Royal North Shore and Mater Hospitals, St Leonards, NSW, Australia.
Michael A DaviesUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
The University of Texas MD Anderson Cancer Center · USNovartis (United States) · USVanderbilt University Medical Center · USBristol-Myers Squibb (United States) · USDana-Farber Cancer Institute · USLos Angeles Medical Center · USThe University of Sydney · AUAix-Marseille Université · FRDeutschen Konsortium für Translationale Krebsforschung · DEMassachusetts General Hospital · USMelanoma Institute Australia · AUMemorial Sloan Kettering Cancer Center · USNorthwestern University · USRoyal North Shore Hospital · AUUniversity of Pittsburgh Medical Center · USWestmead Hospital · AU

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Scott Kopetz · 1985 to 2026
$290.8M
Vanderbilt Clinical Oncology Research Career Development ProgramK12CA090625 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Debra L. Friedman, Paula Jill Hurley · 2001 to 2026
$16.9M
Next Generation Cancer Immunotherapies to Defeat MelanomaR35CA197633 · NCI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI ANTONI RIBAS · 2015 to 2026
$10.4M
The University of Texas MD Anderson Cancer Center SPORE in MelanomaP50CA221703 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI DAVIES, MICHAEL · 2019 to 2023
$10.3M
TRAINING FOR ACADEMIC ONCOLOGY/HEMATOLOGYT32CA009666 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Michael Davies, Courtney DiNardo · 1994 to 2026
$9.8M
The role of the PI3K pathway in immune resistanceR01CA187076 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI DAVIES, MICHAEL, HWU, PATRICK · 2014 to 2018
$2.0M
Predicting and profiling long-term survival after immune checkpoint inhibitionK23CA204726 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI JOHNSON, DOUGLAS B · 2016 to 2020
$756k
NCI NIH HHS K12 CA090625NCI NIH HHS K23 CA204726NCI NIH HHS P30 CA008748NCI NIH HHS P30 CA016672NCI NIH HHS P50 CA221703NCI NIH HHS R01 CA187076NCI NIH HHS R35 CA197633NCI NIH HHS T32 CA009666
6 · The paper itself

Abstract

backgroundObesity has been linked to increased mortality in several cancer types; however, the relation between obesity and survival outcomes in metastatic melanoma is unknown. The aim of this study was to examine the association between body-mass index (BMI) and progression-free survival or overall survival in patients with metastatic melanoma who received targeted therapy, immunotherapy, or chemotherapy.

methodsThis retrospective study analysed independent cohorts of patients with metastatic melanoma assigned to treatment with targeted therapy, immunotherapy, or chemotherapy in randomised clinical trials and one retrospective study of patients treated with immunotherapy. Patients were classified according to BMI, following the WHO definitions, as underweight, normal, overweight, or obese. Patients without BMI and underweight patients were excluded. The primary outcomes were the associations between BMI and progression-free survival or overall survival, stratified by treatment type and sex. We did multivariable analyses in the independent cohorts, and combined adjusted hazard ratios in a mixed-effects meta-analysis to provide a precise estimate of the association between BMI and survival outcomes; heterogeneity was assessed with meta-regression analyses. Analyses were done on the predefined intention-to-treat population in the randomised controlled trials and on all patients included in the retrospective study.

findingsThe six cohorts consisted of a total of 2046 patients with metastatic melanoma treated with targeted therapy, immunotherapy, or chemotherapy between Aug 8, 2006, and Jan 15, 2016. 1918 patients were included in the analysis. Two cohorts containing patients from randomised controlled trials treated with targeted therapy (dabrafenib plus trametinib [n=599] and vemurafenib plus cobimetinib [n=240]), two cohorts containing patients treated with immunotherapy (one randomised controlled trial of ipilimumab plus dacarbazine [n=207] and a retrospective cohort treated with pembrolizumab, nivolumab, or atezolizumab [n=331]), and two cohorts containing patients treated with chemotherapy (two randomised controlled trials of dacarbazine [n=320 and n=221]) were classified according to BMI as normal (694 [36%] patients), overweight (711 [37%]), or obese (513 [27%]). In the pooled analysis, obesity, compared with normal BMI, was associated with improved survival in patients with metastatic melanoma (average adjusted hazard ratio [HR] 0·77 [95% CI 0·66-0·90] for progression-free survival and 0·74 [0·58-0·95] for overall survival). The survival benefit associated with obesity was restricted to patients treated with targeted therapy (HR 0·72 [0·57-0·91] for progression-free survival and 0·60 [0·45-0·79] for overall survival) and immunotherapy (HR 0·75 [0·56-1·00] and 0·64 [0·47-0·86]). No associations were observed with chemotherapy (HR 0·87 [0·65-1·17, p

interpretationOur results suggest that in patients with metastatic melanoma, obesity is associated with improved progression-free survival and overall survival compared with those outcomes in patients with normal BMI, and that this association is mainly seen in male patients treated with targeted or immune therapy. These results have implications for the design of future clinical trials for patients with metastatic melanoma and the magnitude of the benefit found supports further investigation of the underlying mechanism of these associations.

fundingASCO/CCF Young Investigator Award, ASCO/CCF Career Development Award, MD Anderson Cancer Center (MDACC) Melanoma Moonshot Program, MDACC Melanoma SPORE, and the Dr Miriam and Sheldon G Adelson Medical Research Foundation.

Indexed as

Body Mass IndexMolecular Targeted TherapyAdolescentAdultAgedAged, 80 and overAntineoplastic Agents, ImmunologicalAntineoplastic Combined Chemotherapy ProtocolsFemaleHumansMaleMelanomaMiddle AgedObesityProgression-Free SurvivalProtective FactorsAntineoplastic Agents, Immunological

Identifiers

PMID29449192
PMCPMC5840029
OpenAlexW2786396800

What OpenQuestion holds

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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.