Evidence map›Paper›PMID 40131621›Full record

ArticleHepatology international2025

Systemic inflammatory response markers improve the discrimination for prognostic model in hepatocellular carcinoma.

Alba Rocco, Costantino Sgamato, Filippo Pelizzaro, Vittorio Simeon, Pietro Coccoli, Debora Compare, Elisa Pinto, Giorgio Palano, Francesco Giuseppe Foschi, Giovanni Raimondo and 22 more

Abstract read
In one paragraph

Article in Hepatology international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 1 pooled it
–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

19 citing papers in PubMed, 1 synthesis or guideline pooled it.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

32 authors.

Alba Rocco *Department of Clinical Medicine and Surgery, Gastroenterology Unit, University Federico II, Via S. Pansini N° 5, 80131, Naples, Italy. a.rocco@unina.it.
Costantino Sgamato *Department of Clinical Medicine and Surgery, Gastroenterology Unit, University Federico II, Via S. Pansini N° 5, 80131, Naples, Italy.
Filippo Pelizzaro *Department of Surgery, Oncology and Gastroenterology, Gastroenterology Unit, University of Padova, Padua, Italy.
Vittorio SimeonMedical Statistics Unit, University of Campania "Luigi Vanvitelli", Naples, Italy.
Pietro CoccoliDepartment of Clinical Medicine and Surgery, Gastroenterology Unit, University Federico II, Via S. Pansini N° 5, 80131, Naples, Italy.
Debora CompareDepartment of Clinical Medicine and Surgery, Gastroenterology Unit, University Federico II, Via S. Pansini N° 5, 80131, Naples, Italy.
Elisa PintoDepartment of Surgery, Oncology and Gastroenterology, Gastroenterology Unit, University of Padova, Padua, Italy.
Giorgio PalanoDepartment of Surgery, Oncology and Gastroenterology, Gastroenterology Unit, University of Padova, Padua, Italy.
Francesco Giuseppe FoschiDepartment of Internal Medicine, Ospedale Per Gli Infermi Di Faenza, IRCCS Meldola, AUSL Romagna, Faenza, Italy.
Giovanni RaimondoDepartment of Clinical and Experimental Medicine, Clinical and Molecular Hepatology Unit, University of Messina, Messina, Italy.
Gabriele MissaleDepartment of Medicine and Surgery, Unit of Infectious Diseases and Hepatology, University of Parma, Parma, Italy.
Gianluca Svegliati-BaroniGastroenterology Unit, Polytechnic University of Marche, Ancona, Italy.
Franco TrevisaniUnit of Semeiotics, Liver and Alcohol-Related Diseases, Department of Medical and Surgical Sciences, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy.
Eugenio CaturelliGastroenterology Unit, Belcolle Hospital, Viterbo, Italy.
Maurizia Rossana BrunettoDepartment of Clinical and Experimental Medicine, Hepatology and Liver Physiopathology Laboratory and Internal Medicine Unit, University of Pisa, Pisa, Italy.
Gianpaolo VidiliDepartment of Medicine Surgery and Pharmacy, Centralized Day Hospital of the Medical Area, University of Sassari, Azienda Ospedaliero-Universitaria Di Sassari, Sassari, Italy.
Alberto MasottoGastroenterology Unit, Ospedale Sacro Cuore Don Calabria, Negrar, Italy.
Donatella MagalottiDivision of Internal Medicine, Neurovascular and Hepatometabolic Diseases, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy.
Claudia CampaniDepartment of Experimental and Clinical Medicine, Internal Medicine and Hepatology Unit, University of Firenze, Florence, Italy.
Antonio GasbarriniInternal Medicine and Gastroenterology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy.
Francesco AzzaroliDepartment of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
Gian Ludovico RapacciniInternal Medicine and Gastroenterology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy.
Bernardo StefaniniDepartment of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
Rodolfo SaccoGastroenterology and Digestive Endoscopy Unit, Foggia University Hospital, Foggia, Italy.
Andrea MegaGastroenterology Unit, Bolzano Regional Hospital, Bolzano, Italy.
Edoardo Giovanni GianniniGastroenterology Unit, Department of Internal Medicine, University of Genova, Genoa, Italy.
Giuseppe CabibboDepartment of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, Gastroenterology and Hepatology Unit, University of Palermo, Palermo, Italy.
Mariella Di MarcoMedicine Unit, Bolognini Hospital, Seriate, Italy.
Maria GuarinoDepartment of Clinical Medicine and Surgery, Diseases of the Liver and Biliary System Unit, University of Naples "Federico II", Naples, Italy.
Paolo ChiodiniMedical Statistics Unit, University of Campania "Luigi Vanvitelli", Naples, Italy.
Fabio FarinatiDepartment of Surgery, Oncology and Gastroenterology, Gastroenterology Unit, University of Padova, Padua, Italy.
Gerardo NardoneDepartment of Clinical Medicine and Surgery, Gastroenterology Unit, University Federico II, Via S. Pansini N° 5, 80131, Naples, Italy. nardone@unina.it.ORCID http://orcid.org/0000-0001-8344-6523

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

background/purpose of the studyWe aimed to evaluate the performance of neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and their combination (combined NLR-PLR, CNP) in predicting overall survival (OS) and recurrence-free survival (RFS) in a large cohort of unselected hepatocellular carcinoma (HCC) patients.

methodsTraining and validation cohort data were retrieved from the Italian Liver Cancer (ITA.LI.CA) database. The optimal cut-offs of NLR and PLR were calculated according to the multivariable fractional polynomial and the minimum p value method. The continuous effect and best cut-off categories of NLR and PLR were analyzed using multivariable Cox regression analysis. A shrinkage procedure adjusted over-fitting hazard ratio (HR) estimates of best cut-off categories. C-statistic and integrated discrimination improvement (IDI) were calculated to evaluate the discrimination properties of the biomarkers when added to clinical survival models.

results2,286 patients were split into training (n = 1,043) and validation (n = 1,243) cohorts. The optimal cut-offs for NLR and PLR were 1.45 and 188, respectively. NLR (HR 1.58, 95% CI 1.11-2.28, p = 0.014) and PLR (HR 1.79, 95% CI 1.11-2.90, p = 0.018) were independent predictors of OS. When incorporated into a clinical prognostic model that includes age, alpha-fetoprotein (AFP), the CHILD-Pugh score, and the Barcelona Clinic Liver Cancer (BCLC) staging system, CNP had a significant incremental value in predicting OS (IDI 1.3%, p = 0.04). Data were confirmed in the validation cohort. Neither NLR nor PLR significantly predicted RFS in the training cohort.

conclusionsNLR, PLR, and CNP independently predicted shorter OS in HCC patients. The addition of CNP to the survival prediction model significantly improved the model's accuracy in predicting OS.

Indexed as

Carcinoma, HepatocellularLiver NeoplasmsAgedBiomarkers, TumorFemaleHumansLymphocyte CountLymphocytesMaleMiddle AgedNeutrophilsPlatelet CountPrognosisBiomarkers, TumorFree survivalHepatocellular carcinomaLymphocyte ratioNeutrophilPlateletPrognosisRecurrenceSurvivalTo

Identifiers

PMID40131621
PMCPMC12287231

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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.