Evidence map›Paper›PMID 36523988›Full record

ArticleFrontiers in oncology2022

Mutations matter: An observational study of the prognostic and predictive value of KRAS mutations in metastatic colorectal cancer.

Daniele Lavacchi, Sara Fancelli, Giandomenico Roviello, Francesca Castiglione, Enrico Caliman, Gemma Rossi, Jacopo Venturini, Elisa Pellegrini, Marco Brugia, Agnese Vannini and 4 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 1 pooled it
2.1field-weighted citation impact, top 11% 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

18 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Exploring the potential role of miR-124 in angiogenesis in colorectal cancer.Journal of cancer research and clinical oncology · 2026
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  12. Focus onCancers · 2024
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  13. Reclassification ofTherapeutic advances in medical oncology · 2024
    Article
  14. Article
  15. International journal of molecular sciences · 2023
    Article
  16. Article
  17. Review
  18. Cancer control : journal of the Moffitt Cancer Center
    Article
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 3 institutions in 1 country.

Daniele LavacchiClinical Oncology Unit, Careggi University Hospital, Florence, Italy.
Sara FancelliClinical Oncology Unit, Careggi University Hospital, Florence, Italy.
Giandomenico RovielloDepartment of Health Science, University of Florence, Florence, Italy.
Francesca CastiglionePathologic Histology and Molecular diagnostic Unit, Careggi University Hospital, Florence, Italy.
Enrico CalimanClinical Oncology Unit, Careggi University Hospital, Florence, Italy.
Gemma RossiClinical Oncology Unit, Careggi University Hospital, Florence, Italy.
Jacopo VenturiniClinical Oncology Unit, Careggi University Hospital, Florence, Italy.
Elisa PellegriniMedical Oncology Unit, Careggi University Hospital, Florence, Italy.
Marco BrugiaMedical Oncology Unit, Careggi University Hospital, Florence, Italy.
Agnese VanniniClinical Oncology Unit, Careggi University Hospital, Florence, Italy.
Caterina BartoliPathologic Histology and Molecular diagnostic Unit, Careggi University Hospital, Florence, Italy.
Fabio CianchiDepartment of Experimental and Clinical Medicine, University of Florence, Florence, Italy.
Serena PillozziDepartment of Experimental and Clinical Medicine, University of Florence, Florence, Italy.
Lorenzo AntonuzzoClinical Oncology Unit, Careggi University Hospital, Florence, Italy.
Azienda Ospedaliero-Universitaria Careggi · ITUniversity of Florence · ITMarconi University · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: About half of metastatic colorectal cancers (CRCs) harbor Rat Sarcoma (RAS) activating mutations as oncogenic driver, but the prognostic role of RAS mutations is not fully elucidated. Interestingly, specific hotspot mutations have been identified as potential candidates for novel targeted therapies in several malignancies as per G12C. This study aims at evaluating the association between KRAS hotspot mutations and patient characteristics, prognosis and response to antiangiogenic drugs. Methods: Data from RAS-mutated CRC patients referred to Careggi University Hospital, between January 2017 and April 2022 were retrospectively and prospectively collected. Tumor samples were assessed for RAS mutation status using MALDI-TOF Mass Spectrometry, Myriapod NGS-56G Onco Panel, or Myriapod NGS Cancer Panel DNA. Results: Among 1047 patients with available RAS mutational status, 183 KRAS-mutated patients with advanced CRC had adequate data for clinicopathological and survival analysis. KRAS mutations occurred at codon 12 in 67.2% of cases, codon 13 in 23.5%, codon 61 in 2.2%, and other codons in 8.2%. G12C mutation was identified in 7.1% of patients and exon 4 mutations in 7.1%. KRAS G12D mutation, as compared to other mutations, was significantly associated with liver metastases (1-sided p=0.005) and male sex (1-sided p=0.039), KRAS G12C mutation with peritoneal metastases (1-sided p=0.035), KRAS G12V mutation with female sex (1-sided p=0.025) and no surgery for primary tumor (1-sided p=0.005). No associations were observed between specific KRAS variants and age, ECOG PS, site of primary tumor, pattern of recurrence for resected patients, and lung, distant lymph node, bone, or brain metastases.Overall survival (OS) was significantly longer in patients with KRAS exon 4 mutations than in those with other KRAS mutations (mOS 43.6 months vs 20.6 months; HR 0.45 [0.21-0.99], p=0.04). No difference in survival was observed for mutations at codon 12/13/61 (p=0.1). Treatment with bevacizumab (BV) increased significatively mPFS (p=0.036) and mOS (p=0.019) of the entire population with a substantial benefit in mOS for G12V mutation (p=0.031). Conclusions: Patterns of presentation and prognosis among patients with specific RAS hotspot mutations deserve to be extensively studied in large datasets, with a specific attention to the uncommon isoforms and the role of anti-angiogenic drugs.

Indexed as

bevacizumabcodon 117codon 146colorectal cancerExon 4G12CG12VKRAS

Identifiers

PMID36523988
PMCPMC9745189
OpenAlexW4310988539

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.