TY - JOUR
T1 - Blood biomarker and Raman analysis of leukocytes in the multicenter INTELLIGENCE trials
T2 - at the Intensive Care Unit (INTELLIGENCE-1) and the Emergency Department (INTELLIGENCE-2)
AU - Giamarellos-Bourboulis, Evangelos J
AU - Thomas-Rüddel, Daniel
AU - Pistiki, Aikaterini
AU - Ramoji, Anuradha
AU - Ryabchykov, Oleg
AU - Azam, Kazi Sultana Farhana
AU - Toutouzas, Konstantinos
AU - Prekates, Athanasios
AU - Karatzas, Stylianos
AU - Mathas, Christos
AU - Kotsaki, Antigone
AU - Chalvatzis, Stamatios
AU - Antonakos, Nikolaos
AU - Damoraki, Georgia
AU - Rüger, Jan
AU - Knorr, Florian
AU - Arend, Natalie
AU - Silge, Anja
AU - Schie, Iwan
AU - Eugen-Olsen, Jesper
AU - Bocklitz, Thomas
AU - Bauer, Michael
AU - Winning, Johannes
AU - Kiehntopf, Michael
AU - Popp, Jürgen
AU - Bloos, Frank
AU - Neugebauer, Ute
N1 - Copyright © 2025 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the Shock Society.
PY - 2026/1/1
Y1 - 2026/1/1
N2 - BACKGROUND: Sepsis, defined as life-threatening organ dysfunction caused by a dysregulated host response to infection, goes along with a complex and not yet fully understood host response. Despite many different biomarkers, optimal screening tools to identify patients with sepsis are still needed. In a previous, single-center clinical trial with well-defined and well-separated patient cohorts, a new biophotonic marker based on the Raman spectroscopic characterization of leukocytes showed added value to stratify patients and identify infection and sepsis.RESULTS: In the INTELLIGENCE studies, 279 patients from six centres in two countries were analysed and the Raman spectra of ~1500 leukocytes per patient measured within only 1 hour. This marks a huge step from bench to bedside regarding usability and technology readiness level of Raman spectroscopy in multicentre clinical trials. With a discriminatory power comparable to individual conventional biomarkers (CRP, PCT, IL-6, suPAR), the Raman score of leukocytes could not provide added value to the clinical discrimination of sepsis in the INTELLIGENCE-1 study cohorts of intensive care patients with infections. When translating the classification model from INTELLIGENCE-1 to the heterogeneous patient cohort recruited at the emergency department of the double-blinded INTELLIGENCE-2 trial, the Raman score failed to provide added value.CONCLUSIONS: In theory, Raman assessment of leukocytes might still be a promising tool for sepsis diagnosis and patient stratification, but there is more basic, translational and clinical research needed to refine its usability and clinical role, probably also taking questions of the pathophysiology of the dysregulated host response for a phenotype stratification into account.
AB - BACKGROUND: Sepsis, defined as life-threatening organ dysfunction caused by a dysregulated host response to infection, goes along with a complex and not yet fully understood host response. Despite many different biomarkers, optimal screening tools to identify patients with sepsis are still needed. In a previous, single-center clinical trial with well-defined and well-separated patient cohorts, a new biophotonic marker based on the Raman spectroscopic characterization of leukocytes showed added value to stratify patients and identify infection and sepsis.RESULTS: In the INTELLIGENCE studies, 279 patients from six centres in two countries were analysed and the Raman spectra of ~1500 leukocytes per patient measured within only 1 hour. This marks a huge step from bench to bedside regarding usability and technology readiness level of Raman spectroscopy in multicentre clinical trials. With a discriminatory power comparable to individual conventional biomarkers (CRP, PCT, IL-6, suPAR), the Raman score of leukocytes could not provide added value to the clinical discrimination of sepsis in the INTELLIGENCE-1 study cohorts of intensive care patients with infections. When translating the classification model from INTELLIGENCE-1 to the heterogeneous patient cohort recruited at the emergency department of the double-blinded INTELLIGENCE-2 trial, the Raman score failed to provide added value.CONCLUSIONS: In theory, Raman assessment of leukocytes might still be a promising tool for sepsis diagnosis and patient stratification, but there is more basic, translational and clinical research needed to refine its usability and clinical role, probably also taking questions of the pathophysiology of the dysregulated host response for a phenotype stratification into account.
KW - Aged
KW - Biomarkers/blood
KW - C-Reactive Protein/metabolism
KW - Emergency Service, Hospital
KW - Female
KW - Humans
KW - Intensive Care Units
KW - Interleukin-6/blood
KW - Leukocytes/metabolism
KW - Male
KW - Middle Aged
KW - Sepsis/blood
KW - Spectrum Analysis, Raman/methods
KW - diagnostic algorithm
KW - biomarkers
KW - Raman spectroscopy
KW - emergency department
KW - leukocytes
KW - intensive care unit
KW - sepsis
UR - http://www.scopus.com/inward/record.url?scp=105023910475&partnerID=8YFLogxK
U2 - 10.1097/SHK.0000000000002699
DO - 10.1097/SHK.0000000000002699
M3 - Journal article
C2 - 40997262
SN - 1073-2322
VL - 65
SP - 15
EP - 21
JO - Shock
JF - Shock
IS - 1
ER -