Evidence map›Paper›PMID 41907235›Full record

ArticleFrontiers in medicine2026

Utility of blood biomarkers in inpatients with West Nile virus infection: an exploratory study.

Giuseppe Cardillo, Carmine Siniscalchi, Maria Gabriella Coppola, Egidio Imbalzano, Rodolfo Nasti, Pierpaolo Di Micco

Abstract read
In one paragraph

Article in Frontiers in medicine, 2026. 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. Observational
  2. Review
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

6 authors.

Giuseppe CardilloLaboratory Unit, MedyLab srl, Bologna, Italy.
Carmine SiniscalchiDepartment of Internal Medicine, University Hospital, Parma, Italy.
Maria Gabriella CoppolaInternal Medicine Unit, Benevento, Italy.
Egidio ImbalzanoDepartment of Clinical and Experimental Medicine, University of Messina, Messina, Italy.
Rodolfo NastiInternal Medicine Unit, Ospedale Evangelico Villa Betania, Napoli, Italy.
Pierpaolo Di MiccoUOC Medicina Interna, Pozzuoli, NA, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: West Nile virus (WNV) infection is an emerging public health concern in Southern Europe and may present with heterogeneous clinical phenotypes, ranging from predominantly neurologic manifestations to systemic inflammatory and septic presentations. While lymphocytopenia and immune dysregulation are well-recognized features of WNV infection, data on routine hematological parameters and composite inflammatory indices, and their potential association with different clinical presentations, remain limited. Methods: We retrospectively analyzed a multicenter Italian cohort of 30 consecutive inpatients with confirmed neuroinvasive WNV infection. Patients were classified according to their predominant clinical presentation at admission as neurologic or septic phenotype. Baseline clinical characteristics, routine hematological parameters, routine hemostasis tests and composite inflammatory indices were collected. Between-group comparisons were performed using non-parametric tests. Univariable logistic regression was used to screen for laboratory variables associated with the septic phenotype, and a parsimonious multivariable model including only significant predictors was then fitted. Results: Seventeen patients (56.7%) presented with a predominantly neurologic phenotype and 13 (43.3%) with a septic phenotype. Median age was 77 years, and baseline comorbidities were broadly similar between groups. Both phenotypes showed marked systemic inflammation, lymphocytopenia and elevated composite inflammatory indices. Patients with a septic presentation displayed numerically higher neutrophil-to-lymphocyte ratio, systemic immune-inflammation index and platelet-related inflammatory indices, although these differences did not reach statistical significance. In univariable logistic regression analyses, lower mean corpuscular hemoglobin (MCH) and lower monocyte percentage were significantly associated with the septic phenotype. In a parsimonious multivariable model, lower MCH remained independently associated with septic presentation (OR 0.41, 95% CI 0.18-0.95), whereas monocyte percentage showed a non-significant trend. Conclusion: In this exploratory cohort of patients with neuroinvasive WNV infection, subtle alterations in erythrocyte indices and monocyte counts were associated with a septic clinical presentation, whereas inflammatory indices showed only non-significant trends. These findings suggest that routine hematological parameters may contribute to the early phenotypic characterization of WNV infection. Larger, multicenter studies are warranted to confirm these observations and to clarify the prognostic value of routine hematological and inflammation-related biomarkers in this setting.

Indexed as

inflammatory indiceslymphocytopenianeuroinvasive infectionroutine laboratory biomarkerssepsisWest Nile virus

Identifiers

PMID41907235
PMCPMC13017275

What Socratic 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 Socratic graph.