Evidence map›Paper›PMID 41267892›Full record

ArticleCancer management and research2025

Advancing Prognostic Accuracy Beyond Classical N Staging in Colorectal Cancer: An Observational Cohort Study to Define a Lymph Node Ratio Based Risk Score.

Lucia Mangone, Fortunato Morabito, Giovanni Tripepi, Graziella D'Arrigo, Isabella Bisceglia, Francesco Marinelli, Carmine Pinto, Paolo Giorgi Rossi, Antonino Neri

Abstract read
In one paragraph

Article in Cancer management and research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

9 authors.

Lucia MangoneEpidemiology Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, 42122, Italy.ORCID 0000-0002-5089-5178
Fortunato MorabitoGruppo Amici Dell'Ematologia Foundation-GrADE, Reggio Emilia, 42122, Italy.
Giovanni TripepiIstituto di Fisiologia Clinica del CNR di Reggio Calabria, Consiglio Nazionale delle Ricerche, Reggio, Calabria, Italy.
Graziella D'ArrigoIstituto di Fisiologia Clinica del CNR di Reggio Calabria, Consiglio Nazionale delle Ricerche, Reggio, Calabria, Italy.
Isabella BiscegliaEpidemiology Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, 42122, Italy.
Francesco MarinelliEpidemiology Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, 42122, Italy.
Carmine PintoMedical Oncology Unit, Azienda Unità Sanitaria Locale-IRCCS Di Reggio Emilia, Reggio Emilia, 42122, Italy.
Paolo Giorgi RossiEpidemiology Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, 42122, Italy.
Antonino NeriScientific Directorate, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, 42122, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Lymph node involvement is critical for colorectal cancer (CRC) staging and prognosis. The lymph node ratio (LNR), defined as the ratio of metastatic to total examined lymph nodes, has shown promise as a superior prognostic metric compared to traditional TNM staging and total lymph node yield (LNY). This study compared the prognostic value of LNR, N staging, and LNY and developed an LNR-based survival risk score (LNR-SRS Patients and Methods: A population-based cohort of 2013 CRC cases (2013-2018) from the Reggio Emilia Cancer Registry was analyzed. Prognostic models, including T-LNR-M, TNM, and T-LNY-M, were compared using Harrell's C-index, Akaike Information Criterion (AIC), and net reclassification improvement (NRI). Patients were randomly assigned to training (1026) and validation (987) cohorts. Multivariable analysis identified significant predictors, and a survival risk score (SRS Results: The T-LNR-M model outperformed TNM (C-index 71% vs 70%; NRI 4.7%, P = 0.002) and T-LNY-M (C-index 71% vs 70%) with the lowest AIC (8356). Predictors of mortality included T4 stage, LNR, metastasis, and age >78.6 years. LNR-SRS Conclusion: LNR provides superior prognostic value compared to N staging or LNY. The LNR-SRS

Indexed as

colorectal cancerLNR-based survival risk score colorectal cancermultidisciplinary team prognostic modelssurvival predictionTNM staging

Identifiers

PMID41267892
PMCPMC12628777

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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.