Evidence map›Paper›PMID 42206984›Full record

ArticleCancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology2026

Low Muscle Density Is Associated with Morbidity and Systemic Inflammation in Colorectal Cancer, Independent of Tumor Factors.

Raila Aro, Sanna Meriläinen, Juha P Väyrynen, Juha Saarnio, Päivi Sirniö, Ville K Äijälä, Vilja V Tapiainen, Henna Karjalainen, Meeri Kastinen, Reetta Häivälä and 6 more

Abstract read
In one paragraph

Article in Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

16 authors.

Raila AroDepartment of Surgery, Oulu University Hospital, Oulu, Finland.ORCID 0000-0001-8193-8460
Sanna MeriläinenDepartment of Surgery, Oulu University Hospital, Oulu, Finland.ORCID 0000-0002-5418-4373
Juha P VäyrynenCancer and Translational Medicine Research Unit, University of Oulu, Oulu, Finland.ORCID 0000-0002-8683-2996
Juha SaarnioDepartment of Surgery, Oulu University Hospital, Oulu, Finland.ORCID 0000-0002-8443-3625
Päivi SirniöCancer and Translational Medicine Research Unit, University of Oulu, Oulu, Finland.ORCID 0000-0002-3988-3782
Ville K ÄijäläCancer and Translational Medicine Research Unit, University of Oulu, Oulu, Finland.ORCID 0009-0005-7664-8027
Vilja V TapiainenCancer and Translational Medicine Research Unit, University of Oulu, Oulu, Finland.ORCID 0009-0003-6306-6525
Henna KarjalainenCancer and Translational Medicine Research Unit, University of Oulu, Oulu, Finland.ORCID 0009-0008-4694-6703
Meeri KastinenCancer and Translational Medicine Research Unit, University of Oulu, Oulu, Finland.ORCID 0009-0007-0954-5612
Reetta HäiväläDepartment of Surgery, Oulu University Hospital, Oulu, Finland.ORCID 0009-0001-4537-1214
Jukka RintalaDepartment of Surgery, Oulu University Hospital, Oulu, Finland.ORCID 0000-0003-1865-8444
Tero RautioDepartment of Surgery, Oulu University Hospital, Oulu, Finland.ORCID 0000-0003-4441-9412
Taina TervahartialaDepartment of Oral and Maxillofacial Diseases, Institute of Dentistry, Helsinki University Central Hospital, Helsinki, Finland.ORCID 0000-0001-8817-896X
Timo SorsaDepartment of Oral and Maxillofacial Diseases, Institute of Dentistry, Helsinki University Central Hospital, Helsinki, Finland.ORCID 0000-0001-7914-3052
Markus J MäkinenCancer and Translational Medicine Research Unit, University of Oulu, Oulu, Finland.ORCID 0000-0002-9200-4118
Anne TuomistoCancer and Translational Medicine Research Unit, University of Oulu, Oulu, Finland.ORCID 0000-0002-9949-1887

Funding

Oulun Yliopiston Tukisäätiö (University of Oulu Scholarship Foundation)
6 · The paper itself

Abstract

backgroundLow skeletal muscle index (SMI) and skeletal muscle density (SMD) are associated with poor postoperative outcomes in colorectal cancer. However, standardized diagnostic thresholds remain undefined.

methodsIn total, 927 patients with stage I to IV colorectal cancer were included. Preoperative computed tomography was used to determine body composition parameters. Optimal stratification was applied to identify the sex-specific and body mass index (BMI)-specific SMD and SMI cutoffs. SMD and SMI were analyzed as continuous variables relative to clinicopathologic features, systemic inflammatory markers, and sex-specific quartiles in survival analyses using Kaplan-Meier and Cox regression methods.

resultsOptimal stratification did not yield reproducible cutoff values for SMI or SMD. In multivariable analysis, low SMD and SMI were associated with female sex, older age, and BMI, whereas tumor-related factors were not associated with either measure. Low SMD was associated with systemic inflammation, including elevated circulating C-reactive protein and interleukin 6 (IL6) levels, whereas low SMI showed only a nominal association with elevated IL6 levels after adjustment. Low SMD independently predicted poorer cancer-specific survival [multivariable hazard ratio (HR) for lowest vs. highest SMD = 4.29; 95% confidence interval (CI), 1.86-9.91; P = 0.001] and overall survival (HR for lowest vs. highest SMD = 3.42; 95% CI, 1.62-7.25; P = 0.003) in women but not in men, whereas SMI was not associated with survival.

conclusionsLow SMD is a sex-specific prognostic factor. Incorporating SMD assessment into preoperative risk stratification may enhance individualized management, particularly for female patients. IMPACT: Survival-based cutoff values for SMD or SMI in colorectal cancer could not be established. Moreover, preoperative body composition reflects patient-related factors rather than tumor-induced changes.

Indexed as

Colorectal NeoplasmsInflammationMuscle, SkeletalSarcopeniaAgedBody CompositionFemaleHumansMaleMiddle AgedPrognosis

Identifiers

PMID42206984
PMCPMC13430222

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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.