Evidence map›Paper›PMID 38263932›Full record

ArticleJournal of cachexia, sarcopenia and muscle2024

Skeletal muscle and visceral adipose radiodensities are pre-surgical, non-invasive markers of aggressive kidney cancer.

Helena Furberg, Patrick T Bradshaw, Andrea Knezevic, Linnea Olsson, Stacey Petruzella, Emily Stein, Mike Paris, Jessica Scott, Oguz Akin, A Ari Hakimi and 4 more

Open access · goldAbstract read
In one paragraph

Article in Journal of cachexia, sarcopenia and muscle, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
5.4field-weighted citation impact, top 4% 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

17 citing papers in PubMed, 13 citations in OpenAlex.

  1. Observational
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  10. Relationship between diffuse idiopathic skeletal hyperostosis and lumbar paravertebral muscle fat infiltration: a CT-based retrospective study.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2025
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  13. Radiodensities of Skeletal Muscle and Visceral Adipose Tissues Are Prognostic Factors in Clear-Cell Renal Cell Carcinoma.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2024
    Article
  14. Oxidative Stress Responses in Obese Individuals Undergoing Bariatric Surgery: Impact on Carcinogenesis.Pathophysiology : the official journal of the International Society for Pathophysiology · 2024
    Review
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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

14 authors at 6 institutions in 2 countries.

Helena FurbergDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.ORCID 0000-0003-1887-514X
Patrick T BradshawDivision of Epidemiology, School of Public Health, University of California Berkeley, Berkeley, CA, USA.
Andrea KnezevicDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Linnea OlssonDepartment of Epidemiology, University of North Carolina, Chapel Hill, NC, USA.
Stacey PetruzellaDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Emily SteinDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Mike ParisDepartment of Kinesiology, University of Waterloo, Waterloo, Canada.
Jessica ScottDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Oguz AkinDepartment of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
A Ari HakimiDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Paul RussoDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Alejandro SanchezHuntsman Cancer Institute, Salt Lake City, UT, USA.
Bette CaanDepartment of Epidemiology, Kaiser Permanente, Oakland, CA, USA.
Marina MourtzakisDepartment of Kinesiology, University of Waterloo, Waterloo, Canada.
Memorial Sloan Kettering Cancer Center · USUniversity of Waterloo · CABerkeley Public Health Division · USHuntsman Cancer Institute · USKaiser Permanente · USUniversity of North Carolina at Chapel Hill · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
Cancer Health Disparities Training ProgramT32CA128582 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI SMITH, JENNIFER SUSAN, TATE, DEBORAH F. · 2009 to 2023
$3.4M
Body composition and the obesity paradox in clear cell renal cell carcinomaR01CA233885 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI FURBERG-BARNES, ANNA HELENA · 2019 to 2023
$3.3M
NCI NIH HHS P30 CA008748NCI NIH HHS R01 CA233885NCI NIH HHS T32 CA128582
6 · The paper itself

Abstract

introductionMost studies on body composition in kidney cancer have been conducted among patients with metastatic disease. Given that aggressive tumours can adversely impact body composition and even non-metastatic tumours can be aggressive, we evaluated associations between pre-surgical body composition features and tumour pathological features in patients with non-metastatic clear cell renal cell cancer (ccRCC).

methodsThe Resolve Cohort consists of 1239 patients with non-metastatic ccRCC who underwent nephrectomy at Memorial Sloan Kettering Cancer Center between 2000 and 2020. The cross-sectional areas and radiodensities of skeletal muscle, visceral adipose, and subcutaneous adipose tissues were determined from pre-surgical computed tomography (CT) scans at the third lumbar vertebrae using Automatica software. Pearson's correlation coefficients describe inter-relationships among BMI and body composition variables, while odds ratios (OR) and 95% confidence intervals (CI) estimate associations between continuous body composition features (per 1-standard deviation) and advanced stage (Stage III vs. Stages I-II) and high Fuhrman grade (Grades 3-4 vs. 1-2) from multivariable logistic regression models that considered the potential impact of biological sex, contrast enhanced CTs, and early age at onset of ccRCC.

resultsThe cohort was predominantly male (69%), white (89%), and had a median age of 58. The proportion of patients presenting with advanced stage and high-grade disease were 31% and 51%, respectively. In models that adjusted for demographics and all body composition variables simultaneously, decreasing skeletal muscle radiodensity (i.e., more fat infiltration) but increasing visceral adipose tissue radiodensity (i.e., more lipid depletion) were associated with advanced tumour features. Per 8.4 HU decrease in skeletal muscle radiodensity, the odds of presenting with advanced stage was 1.61 (95% CI: 1.34-1.93). Per 7.22 HU increase in visceral adipose tissue radiodensity, the odds of presenting with advanced stage was 1.45 (95% CI: 1.22-1.74). Skeletal muscle index (i.e., sarcopenia) was not associated with either tumour feature. Similar associations were observed for Fuhrman grade, a more direct marker of tumour aggressiveness. Associations did not differ by sex, contrast use, or age at onset of ccRCC.

conclusionsLipid infiltrated skeletal muscle, but lipid depleted visceral adipose tissue were independently associated with advanced tumour features in non-metastatic ccRCC. Findings highlight the importance of evaluating the full range of body composition features simultaneously in multivariable models. Interpreting pre-surgical CTs for body composition for patients may be a novel and non-invasive way to identify patients with aggressive renal tumours, which is clinically relevant as renal biopsies are not routinely performed.

Indexed as

Carcinoma, Renal CellKidney NeoplasmsSarcopeniaFemaleHumansLipidsMaleMuscle, SkeletalLipidsBody compositionGradeKidney cancerRadiodensitySkeletal muscleStageVisceral adiposity

Identifiers

PMID38263932
PMCPMC10995262
OpenAlexW4391173352

What OpenQuestion holds

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LicenceCC BY
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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.