Evidence map›Paper›PMID 40923314›Full record

ArticleActa anaesthesiologica Scandinavica2025

A Novel Approach to Early Personalized Hemodynamic Resuscitation: Non-Invasive Peripheral Photoplethysmography for Identifying Predominant Vasodilatory Shock in Sepsis.

Sanne Ter Horst, Anna D Schoonhoven, Raymond J van Wijk, Rick Weitering, Sanne W van Loon, Jan C Ter Maaten, Hjalmar R Bouma

Abstract read
In one paragraph

Article in Acta anaesthesiologica Scandinavica, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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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

3 citing papers in PubMed.

  1. An Epistemological Concern.Acta anaesthesiologica Scandinavica · 2026
    Article
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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

7 authors.

Sanne Ter HorstDepartment of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.ORCID 0000-0001-9855-2919
Anna D SchoonhovenDepartment of Acute Care, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Raymond J van WijkDepartment of Acute Care, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Rick WeiteringDepartment of Acute Care, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Sanne W van LoonDepartment of Acute Care, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Jan C Ter MaatenDepartment of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Hjalmar R BoumaDepartment of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.

Funding

University Medical Center & University of Groningen
6 · The paper itself

Abstract

introductionSepsis remains a leading cause of mortality, with mortality from septic shock exceeding 40%. Standardized resuscitation (30 mL/kg) may cause adverse outcomes, including fluid overload or prolonged hypotension, emphasizing the need for individualized strategies. Sepsis-induced shock arises from varying degrees of vasodilation and hypovolemia, yet patients often present with similar clinical signs in the emergency department (ED). Photoplethysmography (PPG), a non-invasive technique reflecting peripheral perfusion, may help identify patients with a predominant vasodilatory profile who could benefit from early vasopressor therapy.

methodsThis post hoc analysis used data from the Acutelines biobank at the University Medical Centre Groningen. Adults admitted for non-trauma specialties with suspected infection and hemodynamic instability (MAP < 70 mmHg, SBP < 90 mmHg, shock index > 0.9, or lactate > 4.0 mmol/L) were included. PPG data were pre-processed and features extracted. Principal component analysis (PCA) and K-means clustering enabled dimensionality reduction and hemodynamic profiling. Logistic regression assessed the discriminative performance of PPG-based models for vasopressor therapy initiation within 24 h.

resultsAmong 325 patients, 16.3% received vasopressors. PCA identified three principal components explaining 80.3% of variance: PC1 (arterial compliance), PC2 (cardiac output and systemic vascular resistance), and PC3 (peripheral vasomotor tone). The PPG-based model showed moderate discriminative power (AUROC: 0.75), improving when combined with MAP and lactate (AUROC: 0.83).

conclusionPPG enables identification of patients likely to benefit from vasopressor therapy during the first 20 min after ED arrival. By providing additional insight into peripheral perfusion, this proof-of-principle study supports further exploration of PPG as a clinical support tool for personalized hemodynamic resuscitation in sepsis. EDITORIAL COMMENT: This secondary analysis demonstrates early peripheral circulatory patterns in sepsis using photoplethysmography at the start of resuscitation. Distinct PPG-derived profiles were associated with vasopressor initiation within 24 h, supporting PPG as a tool for personalized resuscitation.

Indexed as

HemodynamicsPhotoplethysmographyResuscitationSepsisShock, SepticVasodilationAdultAgedFemaleHumansMaleMiddle AgedPrecision MedicineVasoconstrictor AgentsVasoconstrictor Agentscritical carephotoplethysmographyresuscitationsepsisshock

Identifiers

PMID40923314
PMCPMC12418295

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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.