Evidence map›Paper›PMID 42404909›Full record

SynthesisFrontiers in immunology2026

Mechanistic constraints in dengue severity: a systematic review with evidence stratification and agent-based evaluation of logical sufficiency.

Roberto Navarro Quiroz, Katherine Escorcia Lindo, Andrea Jaruffe Pinilla, Yiris Diaz-Olmos, Noelia Geribaldi-Dóldan, Cecilia Fernández-Ponce, Eloina Zarate Peñata, Yesit Bello Lemus, Lisandro Pacheco Lugo, Leonardo Pacheco Londoño and 3 more

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Roberto Navarro QuirozCenter for Research in Critical Dynamics, Barranquilla, Colombia.
Katherine Escorcia LindoFacultad de Ciencias Básicas y Biomédicas, Centro de Investigaciones en Ciencias de la Vida (CICV), Universidad Simón Bolívar, Barranquilla, Colombia.
Andrea Jaruffe PinillaFacultad de Ciencias Básicas y Biomédicas, Centro de Investigaciones en Ciencias de la Vida (CICV), Universidad Simón Bolívar, Barranquilla, Colombia.
Yiris Diaz-OlmosDivisión de Ciencias de la Salud, Programa de Medicina, Universidad del Norte, Barranquilla, Colombia.
Noelia Geribaldi-DóldanInstituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Cádiz, Spain.
Cecilia Fernández-PonceInstituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Cádiz, Spain.
Eloina Zarate PeñataFacultad de Ciencias Básicas y Biomédicas, Centro de Investigaciones en Ciencias de la Vida (CICV), Universidad Simón Bolívar, Barranquilla, Colombia.
Yesit Bello LemusFacultad de Ciencias Básicas y Biomédicas, Centro de Investigaciones en Ciencias de la Vida (CICV), Universidad Simón Bolívar, Barranquilla, Colombia.
Lisandro Pacheco LugoFacultad de Ciencias Básicas y Biomédicas, Centro de Investigaciones en Ciencias de la Vida (CICV), Universidad Simón Bolívar, Barranquilla, Colombia.
Leonardo Pacheco LondoñoFacultad de Ciencias Básicas y Biomédicas, Centro de Investigaciones en Ciencias de la Vida (CICV), Universidad Simón Bolívar, Barranquilla, Colombia.
Antonio Acosta-HoyosFacultad de Ciencias Básicas y Biomédicas, Centro de Investigaciones en Ciencias de la Vida (CICV), Universidad Simón Bolívar, Barranquilla, Colombia.
Nataly Galan FreyleFacultad de Ciencias Básicas y Biomédicas, Centro de Investigaciones en Ciencias de la Vida (CICV), Universidad Simón Bolívar, Barranquilla, Colombia.
Elkin Navarro QuirozCenter for Research in Critical Dynamics, Barranquilla, Colombia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Severe dengue is a vascular immunopathology characterized by plasma leakage, thrombocytopenia, hemorrhage, and, in its most critical form, dengue shock syndrome. Although NS1-mediated endothelial injury, glycocalyx disruption, inflammatory myeloid activation, and coagulation/platelet abnormalities have all been implicated, it remains unclear which mechanisms are most consistently supported and whether they form a coherent functional architecture capable of explaining vascular decompensation. This review asks two linked questions: which dengue mechanisms are supported by the contemporary evidence base, and whether the strongest supported components are logically sufficient, when coupled, to generate a synthetic analog of connected endothelial-barrier failure. Methods: We conducted a PubMed-indexed systematic review of dengue mechanistic studies published from 2020 to 2025 under a dengue-only eligibility policy. Full texts were assigned to six mechanism families, graded on a five-tier evidence scale, and classified using predefined claim ceilings: C0 empirical restriction, C1_conditional regularity, or C2 exploratory evidence. Meta-analysis readiness was assessed using PICOS criteria. A constraint-first agent-based model (ABM) was then used as a permanent C2 logical sufficiency evaluator to test whether the three strongest evidence families could jointly generate a synthetic analogue of connected endothelial-barrier failure under explicit assumptions. Results: Of 200 retrieved records, 59 were included after full-text adjudication. Three mechanism families reached C1_conditional evidence: NS1-linked vascular permeability (DENV-M01, n=23), endothelial glycocalyx/barrier disruption (DENV-M02, n=17), and myeloid effector activation (DENV-M03, n=12). Receptor gating, coagulopathy/platelet dysregulation, and therapeutic mechanistic targets remained C2 evidence-gap families. Two null randomized trials imposed C0 restrictions: rupatadine did not significantly reduce plasma leakage (RR = 0.68, 95% CI 0.41-1.12), and oseltamivir did not improve time to defervescence (MD =+ 0.1 days, p=0.055). No mechanism family was eligible for quantitative pooling because CI-bearing estimates were sparse and outcome definitions were insufficiently harmonized. In the ABM, the review-supported NS1-barrier-myeloid set generated a spatially connected endothelial-barrier failure analog. This analog emerged when upstream viral/NS1 pressure and myeloid collateral cost exceeded barrier reserve and repair capacity. The regime remained stable under changes in update rule, rule form, and spatial patch scale, indicating that it was not a single implementation artefact. Boundary location was more stable than local execution timing, whereas high heterogeneity intensity produced only bounded boundary displacement. Minimality ablation showed partial, not complete, minimality: upstream pressure and barrier fragility were load-bearing, whereas the myeloid arm was phase-dependent and counter-directional, consistent with a dual role in early containment and late collateral damage within the model. Clinical trial registration: The current evidence supports a minimum-range organizational account of severe dengue vascular decompensation centered on the NS1-barrier-myeloid unit. This account is best interpreted as a competing-constraint model: viral/NS1 pressure, endothelial/glycocalyx barrier preservation, repair capacity, and myeloid effector control can become difficult to maintain within the same physiological window during progression toward vascular leakage. The ABM provides C2-level in silico support for logical sufficiency by showing that these review-supported components can generate a connected endothelial-barrier failure analog under explicit assumptions. It does not establish causal mechanistic validation, molecular equivalence, or patient-level prediction. Claim escalation now requires longitudinal cohorts measuring NS1/viraemia, endothelial barrier injury markers such as SDC1 or Ang-2, and myeloid effector proxies such as sTREM-1 or CXCL10, together with orthogonal functional perturbation assays reporting CI-bearing outcomes.

Indexed as

DengueDengue VirusSevere DengueAnimalsCapillary PermeabilityEndothelium, VascularGlycocalyxHumansSeverity of Illness Indexagent-based modeldengue hemorrhagic feverglycocalyx sheddingmyeloid activationNS1 proteinsystematic reviewvascular permeability

Identifiers

PMID42404909
PMCPMC13328458

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.