# Programmed cell death markers in COVID-19 survivors with and without sepsis

**Authors:** Chandra Shekar Mallarpu, Srinivasa Ikswaja Chelluri, Tapaswi Krishna Katragadda, Maneendra Singarapu, Lakshmi Kiran Chelluri, Charitha Madiraju

PMC · DOI: 10.3389/fimmu.2025.1535938 · Frontiers in Immunology · 2025-02-20

## TL;DR

The study identifies molecular signatures linked to programmed cell death and inflammation in COVID-19 patients with and without sepsis, which could help assess disease severity and guide treatment.

## Contribution

The study identifies two distinct molecular signatures associated with disease severity in COVID-19 patients with and without sepsis.

## Key findings

- A molecular signature with elevated secreted PCD markers and cytokines was common to both C19wSepsis and C19NoSepsis cohorts.
- A second signature with elevated cellular PCD markers was uniquely associated with the C19wSepsis cohort.

## Abstract

Sepsis remains a leading cause of mortality, especially in COVID-19 patients, due to delayed diagnosis and limited therapeutic options. While the mechanisms of programmed cell death (PCD) in COVID-19 and sepsis are complex, understanding the molecular markers involved in these processes may aid in assessing disease severity. This study aimed to investigate the roles of PCD markers, inflammatory cytokines, and MHC molecules in distinguishing disease severity in COVID-19 patients with and without sepsis.

The study involved adult patients (≥18 years) who survived COVID-19, grouped into four cohorts: COVID-19 with sepsis (C19wSepsis), COVID-19 without sepsis (C19NoSepsis), sepsis alone, and healthy controls. Serum and peripheral blood mononuclear cells (PBMCs) from each cohort were analyzed using enzyme-linked immunosorbent assay (ELISA) and flow cytometry. PCD markers (caspase-3, caspase-1, MLKL, LC3B, p62/SQSTM1), inflammatory cytokines (IL-1-beta, IFN-gamma), and MHC molecules (MHC I-A, MHC II-DRB1) were assessed. Statistical analyses were performed to evaluate differences in marker levels between and within cohorts.

The analysis identified two distinct molecular signatures associated with disease severity. The first signature, characterized by elevated levels of secreted markers of PCD, IL-1-beta, IFN-gamma, MHC I-A and MHC II-DRB1, was common to the C19wSepsis and C19NoSepsis cohorts. The second signature, which was more prominent in the cellular markers of PCD (caspase-1, caspase-3, MLKL, p62/SQSTM1), was uniquely associated with the C19wSepsis cohort.

These findings provide insight into the molecular signatures distinguishing immune responses in COVID-19-related sepsis and may serve as valuable biomarkers for assessing disease severity, while guiding therapeutic interventions in critical care settings.

## Linked entities

- **Genes:** Casp3 (caspase 3) [NCBI Gene 12367], Caspase1 (caspase-1) [NCBI Gene 692604], MLKL (mixed lineage kinase domain like pseudokinase) [NCBI Gene 197259], MAP1LC3B (microtubule associated protein 1 light chain 3 beta) [NCBI Gene 81631], LOC140904565 (class I histocompatibility antigen, F10 alpha chain) [NCBI Gene 140904565], OVAR-DRB1 (DLA class II histocompatibility antigen, DR-1 beta chain-like) [NCBI Gene 101119342], IL1B (interleukin 1 beta) [NCBI Gene 3553], IFNA3 (interferon) [NCBI Gene 396398]
- **Diseases:** COVID-19 (MONDO:0100096)

## Full-text entities

- **Genes:** CASP3 (caspase 3) [NCBI Gene 836] {aka CPP32, CPP32B, SCA-1}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, MAP1LC3B (microtubule associated protein 1 light chain 3 beta) [NCBI Gene 81631] {aka ATG8F, LC3B, MAP1A/1BLC3, MAP1LC3B-a}, MLKL (mixed lineage kinase domain like pseudokinase) [NCBI Gene 197259] {aka hMLKL}, SQSTM1 (sequestosome 1) [NCBI Gene 8878] {aka A170, DMRV, EBIAP, FTDALS3, NADGP, OSIL}, CASP1 (caspase 1) [NCBI Gene 834] {aka ICE, IL1BC, P45}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, HLA-C (major histocompatibility complex, class I, C) [NCBI Gene 3107] {aka D6S204, HLA-JY3, HLAC, HLC-C, MHC, PSORS1}
- **Diseases:** Sepsis (MESH:D018805), COVID-19 (MESH:D000086382), inflammatory (MESH:D007249)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC11882558/full.md

## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC11882558/full.md

## References

51 references — full list in the complete paper: https://tomesphere.com/paper/PMC11882558/full.md

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Source: https://tomesphere.com/paper/PMC11882558