Blood Cell Intracellular pH Dynamics and Metabolic Biomarkers Under Simulated Postmortem Interval Conditions: An Exploratory Pilot In Vitro Study

Intracellular pH (pHi) may provide complementary information on postmortem cellular metabolism and homeostasis, but its temporal behavior remains poorly understood. This pilot in vitro study evaluated temporal changes in platelet pHi and pHi in a mixed non-platelet blood-cell population (predominantly erythrocytes and leukocytes), together with plasma glucose, lactate, and ammonia during a simulated postmortem interval (PMI). Venous blood from eight healthy volunteers was maintained at 24 ± 3 °C and analyzed at 0, 3, 6, and 24 h. Intracellular pH was assessed by BCECF-AM flow cytometry, and metabolites were quantified enzymatically. Platelet and non-platelet-cell pHi remained stable during the first 3 h, decreased significantly at 6 h, and increased toward baseline values at 24 h. Glucose concentrations decreased over time, lactate increased progressively, and ammonia increased significantly only at 24 h. Lactate was associated with pHi in both blood-cell populations. Intracellular pH exhibited a biphasic temporal pattern and distinct relationships with metabolic biomarkers during the simulated PMI. An exploratory mixed-effects model incorporating non-platelet-cell pHi, lactate, and glucose explained a substantial proportion of temporal variability (marginal R2 = 0.907) and yielded a leave-one-donor-out cross-validation RMSE of 0.4998 on the log-transformed time scale. These findings support further investigation of multi-marker approaches for PMI estimation.

Authors

Institutions

Publication Details

Journal
International Journal of Molecular Sciences
Published
2026-11-06
DOI
https://doi.org/10.3390/ijms27219931
Primary Topic
Forensic Entomology and Diptera Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Blood Cell Intracellular pH Dynamics and Metabolic Biomarkers Under Simulated Postmortem Interval Conditions: An Exploratory Pilot In Vitro Study

Maria do Céu Monteiro, Susana Faria, Susana Coimbra, Maria Begoña Criado et al.
1 links
International Journal of Molecular Sciences
Forensic Entomology and Diptera Studies
article

Blood Cell Intracellular pH Dynamics and Metabolic Biomarkers Under Simulated Postmortem Interval Conditions: An Exploratory Pilot In Vitro Study

Maria do Céu Monteiro, Susana Faria, Susana Coimbra, Maria Begoña Criado, Carolina Cordeiro, Paulino D. Ndunduma
article en

Abstract

Intracellular pH (pHi) may provide complementary information on postmortem cellular metabolism and homeostasis, but its temporal behavior remains poorly understood. This pilot in vitro study evaluated temporal changes in platelet pHi and pHi in a mixed non-platelet blood-cell population (predominantly erythrocytes and leukocytes), together with plasma glucose, lactate, and ammonia during a simulated postmortem interval (PMI). Venous blood from eight healthy volunteers was maintained at 24 ± 3 °C and analyzed at 0, 3, 6, and 24 h. Intracellular pH was assessed by BCECF-AM flow cytometry, and metabolites were quantified enzymatically. Platelet and non-platelet-cell pHi remained stable during the first 3 h, decreased significantly at 6 h, and increased toward baseline values at 24 h. Glucose concentrations decreased over time, lactate increased progressively, and ammonia increased significantly only at 24 h. Lactate was associated with pHi in both blood-cell populations. Intracellular pH exhibited a biphasic temporal pattern and distinct relationships with metabolic biomarkers during the simulated PMI. An exploratory mixed-effects model incorporating non-platelet-cell pHi, lactate, and glucose explained a substantial proportion of temporal variability (marginal R2 = 0.907) and yielded a leave-one-donor-out cross-validation RMSE of 0.4998 on the log-transformed time scale. These findings support further investigation of multi-marker approaches for PMI estimation.

International Journal of Molecular SciencesVol. 27(21)
Universidade do Porto (PT), Cooperativa de Ensino Superior Politécnico e Universitário (PT), Instituto de Investigação e Formação Avançada em Ciências e Tecnologias da Saúde (PT), Centro de Matemática (PT), University of Minho (PT)
Good health and well-being
Openalex Percentile: Top 14%
Forensic Entomology and Diptera Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon