Evidence map›Paper›PMID 20193046›Full record

ArticleGenome medicine2010

Using transcriptomics to identify and validate novel biomarkers of human skeletal muscle cancer cachexia.

Nathan A Stephens, Iain J Gallagher, Olav Rooyackers, Richard J Skipworth, Ben H Tan, Troels Marstrand, James A Ross, Denis C Guttridge, Lars Lundell, Kenneth C Fearon and 1 more

2 registry-linked trialsOpen access · goldAbstract read
In one paragraph

Article in Genome medicine, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 57 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
57citing papers in PubMed, 1 pooled it
7.3field-weighted citation impact, top 2% 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.

NCT03191955 completednot on this mapstarted 2015, after this paper: background citation

Biochemical and Functional Biomarkers of Cachexia in Cancer Patients

TypeobservationalSponsorUniversity of EdinburghRan2015 to 2025Enrolled282ConditionsCachexia
NCT04467411 active not recruitingnot on this mapstarted 2020, after this paper: background citation

Randomised Controlled Study of Physical Exercise Intervention in Breast Cancer Patients at Risk of Anthracycline-induced Cardiomyopathy:The EMBRACE Study

TypeobservationalSponsorUniversity of AberdeenRan2020 to 2030Enrolled70ConditionsBreast Cancer
3 · Its place in the literature

Who cites it

57 citing papers in PubMed, 1 synthesis or guideline pooled it, 173 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Chemotherapy induces tissue NADbioRxiv : the preprint server for biology · 2026
    Article
  4. Article
  5. Cancer pharmacoinformatics: Databases and analytical tools.Functional & integrative genomics · 2024
    Review
  6. Review
  7. Review
  8. Article
  9. UBR2 targets myosin heavy chain IIb and IIx for degradation: Molecular mechanism essential for cancer-induced muscle wasting.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Biomarkers for Cancer Cachexia: A Mini Review.International journal of molecular sciences · 2021
    Review
  15. Article
  16. Article
  17. Review
  18. Review
  19. Article
  20. Observational
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

11 authors at 6 institutions in 4 countries.

Nathan A StephensDepartment of Clinical and Surgical Sciences (Surgery), School of Clinical Sciences and Community Health, University of Edinburgh, EH16 4SB, UK. nathan.stephens@ed.ac.uk.
Iain J Gallagher
Olav Rooyackers
Richard J Skipworth
Ben H Tan
Troels Marstrand
James A Ross
Denis C Guttridge
Lars Lundell
Kenneth C Fearon
James A Timmons
University of Edinburgh · GBKarolinska University Hospital · SEHeriot-Watt University · GBThe Ohio State University · USUniversity of Copenhagen · DKUniversity of London · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCancer cachexia is a multi-organ tissue wasting syndrome that contributes to morbidity and mortality in many cancer patients. Skeletal muscle loss represents an established key feature yet there is no molecular understanding of the disease process. In fact, the postulated molecular regulators of cancer cachexia originate largely from pre-clinical models and it is unclear how these translate to the clinical environment.

methodsRectus abdominis muscle biopsies were obtained from 65 upper gastrointestinal (UGI) cancer patients during open surgery and RNA profiling was performed on a subset of this cohort (n = 21) using the Affymetrix U133+2 platform. Quantitative analysis revealed a gene signature, which underwent technical validation and independent confirmation in a separate clinical cohort.

resultsQuantitative significance analysis of microarrays produced an 83-gene signature that was able to identify patients with greater than 5% weight loss, while this molecular profile was unrelated to markers of systemic inflammation. Selected genes correlating with weight loss were validated using quantitative real-time PCR and independently studied as general cachexia biomarkers in diaphragm and vastus lateralis from a second cohort (n = 13; UGI cancer patients). CaMKIIbeta correlated positively with weight loss in all muscle groups and CaMKII protein levels were elevated in rectus abdominis. TIE1 was also positively associated with weight loss in both rectus abdominis and vastus lateralis muscle groups while other biomarkers demonstrated tissue-specific expression patterns. Candidates selected from the pre-clinical literature, including FOXO protein and ubiquitin E3 ligases, were not related to weight loss in this human clinical study. Furthermore, promoter analysis identified that the 83 weight loss-associated genes had fewer FOXO binding sites than expected by chance.

conclusionWe were able to discover and validate new molecular biomarkers of human cancer cachexia. The exercise activated genes CaMKIIbeta and TIE1 related positively to weight-loss across muscle groups, indicating that this cachexia signature is not simply due to patient inactivity. Indeed, excessive CaMKIIbeta activation is a potential mechanism for reduced muscle protein synthesis. Our genomics analysis also supports the view that the available preclinical models do not accurately reflect the molecular characteristics of human muscle from cancer cachexia patients.

Identifiers

PMID20193046
PMCPMC2829926
OpenAlexW2122592971

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.