Evidence map›Paper›PMID 41094631›Full record

ArticleBMC cancer2025

Longitudinal multi-omics analyses of chemotherapy-induced peripheral neuropathy in response to taxanes.

Anukriti Sharma, Ken B Johnson, Alper Sen, Bihua Bie, Emily E Rhoades, Jacob Steenblik, Jennifer DeVecchio, Courtney Hershberger, Mei Wei, N Lynn Henry and 4 more

Abstract read
In one paragraph

Article in BMC cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
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

5 citing papers in PubMed.

  1. 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.

Anukriti SharmaDepartment of Quantitative Health Sciences, Cleveland Clinic Research, 9500 Euclid Avenue, JJN3-01, Cleveland, OH, 44195, USA.
Ken B JohnsonDepartment of Anesthesiology, University of Arizona, Tucson, AZ, USA.
Alper SenDepartment of Anesthesiology, University of Utah, Salt Lake City, UT, USA.
Bihua BieDepartment of Anesthesiology, Cleveland Clinic, Cleveland, OH, USA.
Emily E RhoadesTaussig Cancer Center, Cleveland Clinic, Cleveland, OH, USA.
Jacob SteenblikDepartment of Anesthesiology, University of Utah, Salt Lake City, UT, USA.
Jennifer DeVecchioGenomic Medicine Institute, Cleveland Clinic Research, Cleveland, OH, USA.
Courtney HershbergerDepartment of Quantitative Health Sciences, Cleveland Clinic Research, 9500 Euclid Avenue, JJN3-01, Cleveland, OH, 44195, USA.
Mei WeiHuntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.
N Lynn HenryUniversity of Michigan Medical School, Ann Arbor, MI, 48109, USA.
Carla Bou DarghamDepartment of Quantitative Health Sciences, Cleveland Clinic Research, 9500 Euclid Avenue, JJN3-01, Cleveland, OH, 44195, USA.
G Thomas BuddTaussig Cancer Center, Cleveland Clinic, Cleveland, OH, USA.
Joseph FossDepartment of Anesthesiology, Cleveland Clinic, Cleveland, OH, USA.
Daniel M RotroffDepartment of Quantitative Health Sciences, Cleveland Clinic Research, 9500 Euclid Avenue, JJN3-01, Cleveland, OH, 44195, USA. rotrofd@ccf.org.

Funding

National Institute of Neurological Disorders and Stroke of the National Institutes of Health 1R61NS113258, R33NS113258
6 · The paper itself

Abstract

backgroundTaxanes are an effective class of chemotherapeutics, but they frequently cause chemotherapy-induced peripheral neuropathy (CIPN). CIPN complicates treatment, often leading to alterations or discontinuation. This study aims to elucidate mechanisms underlying CIPN associated with taxane administration in breast cancer patients, utilizing a multi-omic, longitudinal approach to characterize molecular changes over time that can help gain insight into the pathophysiology of CIPN.

methodsWe assessed 358 patients receiving taxanes in (neo)adjuvant chemotherapy regimens over 12 months, evaluating CIPN at seven time-points, including pre- and post-treatment. CIPN was defined as an increase of eight or more points from baseline linearized CIPN20 scores. Changes in 194 mRNAs, 798 miRNAs, and 85 metabolites were analyzed at each of the seven time points, representing changes across six time-intervals. Molecular marker changes were analyzed using the semi-parametric OmicsLonDA package. Features identified through this analysis were then employed in Ingenuity Pathway Analysis (IPA) to evaluate the activation (Z score > 0) and inhibition (Z score < 0) of pathways related to CIPN.

resultsOur analysis revealed significant differences (FDR-P < 0.05) in the expression levels of 99 mRNAs, 55 miRNAs, and ten metabolites between CIPN-positive and negative patients at various time points. Notably, Opioid-receptor-mu-1 (OPRM1) mRNA levels were elevated in CIPN-negative patients while CAMK1D mRNA was higher in CIPN-positive patients from two to 12 months post-infusion. Tyrosine and capric acid metabolites were elevated in the CIPN-positive group from one to nine months post-infusion. Specific neuropathy-associated miRNAs, hsa-miR-31-5p and hsa-miR-184, showed differential expression between groups. Differentially expressed mRNAs were linked to 120 pathways, particularly in the Cyclic AMP Response Element-Binding Protein (CREB) signaling, opioid signaling, and endocannabinoid signaling pathways. Longitudinal analyses revealed activation-inhibition patterns in CREB and opioid signaling pathways over time.

conclusionsOur study offers valuable insights into the molecular mechanisms of CIPN in breast cancer patients treated with taxanes. By identifying key molecular markers and pathways, such as CREB and opioid signaling, we provide initial evidence for hypothesis generation and future research. While these findings are correlative and require further validation, they highlight potential biological mechanisms and serve as a basis for validating candidates as biomarkers or therapeutic targets.

Indexed as

Antineoplastic AgentsBreast NeoplasmsPeripheral Nervous System DiseasesTaxoidsAdultAgedFemaleHumansLongitudinal StudiesMetabolomicsMicroRNAsMiddle AgedMultiomicsRNA, MessengerAntineoplastic AgentsMicroRNAsRNA, MessengerTaxoidsBreast cancerChemotherapy induced neuropathic painMetabolitesMiRNAMRNAPaclitaxelTaxane

Identifiers

PMID41094631
PMCPMC12523140

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.