Evidence map›Paper›PMID 37045997›Full record

ArticleNature medicine2023

Body composition and lung cancer-associated cachexia in TRACERx.

Othman Al-Sawaf, Jakob Weiss, Marcin Skrzypski, Jie Min Lam, Takahiro Karasaki, Francisco Zambrana, Andrew C Kidd, Alexander M Frankell, Thomas B K Watkins, Carlos Martínez-Ruiz and 34 more

Open access · hybridAbstract read
In one paragraph

Article in Nature medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 95 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
95citing papers in PubMed, 1 pooled it
20.0field-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

95 citing papers in PubMed, 1 synthesis or guideline pooled it, 114 citations in OpenAlex.

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  11. The causes of cachexia: key signals and the brain.Nature reviews. Endocrinology · 2026
    Review
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35 more citing papers are in PubMed but not listed here.

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

44 authors at 20 institutions in 12 countries.

Othman Al-Sawaf *Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.ORCID http://orcid.org/0000-0001-9895-0570
Jakob Weiss *Artificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA, USA.
Marcin Skrzypski *Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdańsk, Poland.
Jie Min LamCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.ORCID http://orcid.org/0000-0001-9523-5029
Takahiro KarasakiCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.ORCID http://orcid.org/0000-0001-6863-2360
Francisco ZambranaInfanta Sofía University Hospital, Madrid, Spain.
Andrew C KiddInstitute of Infection, Immunity & Inflammation, University of Glasgow, Glasgow, UK.
Alexander M FrankellCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.ORCID http://orcid.org/0000-0002-0341-7878
Thomas B K WatkinsCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
Carlos Martínez-RuizCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.ORCID http://orcid.org/0000-0002-4817-0565
Clare PuttickCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
James R M BlackCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
Ariana HuebnerCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.ORCID http://orcid.org/0000-0001-8009-4999
Maise Al BakirCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.ORCID http://orcid.org/0000-0002-0846-8332
Mateo SokačDepartment of Clinical Medicine, Aarhus University, Aarhus, Denmark.
Susie CollinsEarly Clinical Development, Pfizer UK Ltd, Cambridge, UK.
Selvaraju VeeriahCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
Neil MagnoCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
Cristina Naceur-LombardelliCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
Paulina PrymasCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
Antonia TonchevaCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
Sophia WardCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.ORCID http://orcid.org/0000-0002-6777-5279
Nick JayanthCancer Research UK & UCL Cancer Trials Centre, London, UK.
Roberto SalgadoDepartment of Pathology, ZAS Hospitals, Antwerp, Belgium.ORCID http://orcid.org/0000-0002-1110-3801
Christopher P BridgeMGH & BWH Center for Clinical Data Science, Boston, MA, USA.ORCID http://orcid.org/0000-0002-2242-351X
David C ChristianiDepartment of Medicine, Massachusetts General Hospital/Harvard Medicine School, and Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.ORCID http://orcid.org/0000-0002-0301-0242
Raymond H MakArtificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0002-8754-0565
Camden BayDepartment of Radiology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, and Harvard Medical School, Boston, MA, USA.
Michael RosenthalDepartment of Radiology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, and Harvard Medical School, Boston, MA, USA.
Naveed SattarSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.
Paul WelshSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.ORCID http://orcid.org/0000-0002-7970-3643
Ying LiuDepartment of Genetics, Harvard Medical School, Boston, USA.ORCID http://orcid.org/0000-0002-6419-1980
Norbert PerrimonDepartment of Genetics, Harvard Medical School, Boston, USA.ORCID http://orcid.org/0000-0001-7542-472X
Karteek PopuriDepartment of Computer Science, Memorial University of Newfoundland, St. John's, Newfoundland and Labrador, Burnaby, Canada.
Mirza Faisal BegSchool of Engineering Science, Simon Fraser University, Burnaby, British Colombia, Canada.
Nicholas McGranahanCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
Allan HackshawCancer Research UK & UCL Cancer Trials Centre, London, UK.ORCID http://orcid.org/0000-0002-5570-5070
Danna M BreenInternal Medicine Research Unit, Pfizer, Cambridge, MA, USA.
Stephen O'RahillyWellcome Trust-MRC Institute of Metabolic Science and NIHR Cambridge Biomedical Research Centre, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0003-2199-4449
Nicolai J BirkbakDepartment of Clinical Medicine, Aarhus University, Aarhus, Denmark.ORCID http://orcid.org/0000-0003-1613-9587
Hugo J W L AertsArtificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0002-2122-2003
TRACERx Consortium
Mariam Jamal-HanjaniCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK. m.jamal-hanjani@ucl.ac.uk.ORCID http://orcid.org/0000-0003-1212-1259
Charles SwantonCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK. Charles.swanton@crick.ac.uk.ORCID http://orcid.org/0000-0002-4299-3018
The Francis Crick Institute · GBCancer Research UK · GBLondon Cancer · GBRoyal London Hospital · GBGuy's and St Thomas' NHS Foundation Trust · GBManchester University NHS Foundation Trust · GBUniversity Hospitals of Leicester NHS Trust · GBUniversity Hospitals Birmingham NHS Foundation Trust · GBUniversity of Leicester · GBUniversity Hospital Southampton NHS Foundation Trust · GBBrigham and Women's Hospital · USAarhus University · DKGolden Jubilee National Hospital · GBUniversity College Hospital · GBUniversity College London · GBAberdeen Royal Infirmary · GBInstitute of Cancer Research · GBUniversity of Manchester · GBCancer Research UK Manchester CentreThe Christie NHS Foundation Trust · GB

Funding

Statistical Methods for Analysis of Massive Genetic and Genomic Data in Cancer ResearchR35CA197449 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI XIHONG LIN · 2015 to 2026
$10.9M
Cancer Research UK 17786Cancer Research UK 21999Cancer Research UK 24956Cancer Research UK 25349Cancer Research UK 29569Cancer Research UK 30025Cancer Research UK CTRNBC-2022/100001Medical Research Council MC_UU_00014/1Medical Research Council MC_UU_00014/5Medical Research Council MC_UU_12012/1Medical Research Council MR/V033077/1NCI NIH HHS R35 CA197449Wellcome Trust CC2041Wellcome Trust FC001169
6 · The paper itself

Abstract

Cancer-associated cachexia (CAC) is a major contributor to morbidity and mortality in individuals with non-small cell lung cancer. Key features of CAC include alterations in body composition and body weight. Here, we explore the association between body composition and body weight with survival and delineate potential biological processes and mediators that contribute to the development of CAC. Computed tomography-based body composition analysis of 651 individuals in the TRACERx (TRAcking non-small cell lung Cancer Evolution through therapy (Rx)) study suggested that individuals in the bottom 20th percentile of the distribution of skeletal muscle or adipose tissue area at the time of lung cancer diagnosis, had significantly shorter lung cancer-specific survival and overall survival. This finding was validated in 420 individuals in the independent Boston Lung Cancer Study. Individuals classified as having developed CAC according to one or more features at relapse encompassing loss of adipose or muscle tissue, or body mass index-adjusted weight loss were found to have distinct tumor genomic and transcriptomic profiles compared with individuals who did not develop such features. Primary non-small cell lung cancers from individuals who developed CAC were characterized by enrichment of inflammatory signaling and epithelial-mesenchymal transitional pathways, and differentially expressed genes upregulated in these tumors included cancer-testis antigen MAGEA6 and matrix metalloproteinases, such as ADAMTS3. In an exploratory proteomic analysis of circulating putative mediators of cachexia performed in a subset of 110 individuals from TRACERx, a significant association between circulating GDF15 and loss of body weight, skeletal muscle and adipose tissue was identified at relapse, supporting the potential therapeutic relevance of targeting GDF15 in the management of CAC.

Indexed as

Carcinoma, Non-Small-Cell LungLung NeoplasmsAntigens, NeoplasmBody CompositionBody WeightCachexiaHumansMaleMuscle, SkeletalNeoplasm ProteinsNeoplasm Recurrence, LocalProteomicsAntigens, NeoplasmMAGEA6 protein, humanNeoplasm Proteins

Identifiers

PMID37045997
PMCPMC7614477
OpenAlexW4365143915

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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.