Back

Single-cell RNA sequencing of peripheral blood mononuclear cells in patients with acutely decompensated cirrhosis reveals a specific monocyte subset associated with an increased risk of progression to ACLF

Wirtz, T.; Palomino-Echeverria, S.; Pollmanns, M. R.; Huergo, E.; Schreibing, F.; Reissing, J.; Sanchez-Garrido, C.; Lopez-Vicario, C.; Aransay, A. M.; Baldassare, M.; Zaccherini, G.; Pompili, E.; Schulz, M. S.; Uschner, F. E.; Klein, S.; Gu, W.; Schierwagen, R.; Valainathan, S.; Verbeeck, A.; Campion, D.; Giovo, I.; Koch, A.; Kramann, R.; Bruns, T.; Kiani, N.; Caraceni, P.; Alessandria, C.; Moreau, R.; Trebicka, J.; Claria, J.; Planell, N.; Rautou, P.-E.; Trautwein, C.; Gomez-Cabrero, D.

2025-02-07 gastroenterology
10.1101/2025.02.04.25321370 medRxiv
Show abstract

Background & AimsPatients with acute decompensation (AD) of cirrhosis are at a high risk of developing acute-on-chronic liver failure (ACLF), a syndrome characterized by multi-organ failure and high short-term mortality. Prospective studies addressing the cellular mechanisms that drive the transition from AD to ACLF are lacking. In this study, we aimed to determine whether peripheral immune cell subsets at hospital admission predict the progression from AD to ACLF and to delineate underlying molecular mechanisms. Approach & ResultsWe prospectively enrolled 63 patients with AD and 15 healthy donors across five European centers, with a 90-day follow-up. Single-cell RNA sequencing was performed on peripheral blood mononuclear cells (PBMCs) from 16 patients with distinct trajectories and 4 controls. Progression to ACLF was associated with expansion of classical monocytes, particularly subcluster "C2", which specifically displayed impaired energy metabolism with reduced oxidative phosphorylation. Genes encoding respiratory chain Complex IV were markedly downregulated. A C2-derived gene signature was enriched in two large international whole-blood cohorts (PREDICT, n=689; ACLARA, n=521), particularly in patients with bacterial infections, those developing ACLF, and non-survivors. Functional validation by respirometry in an independent AD cohort confirmed declining monocyte Complex IV-dependent oxygen consumption in patients with pre-ACLF. ConclusionsWe identified and validated a distinct monocyte subpopulation with defective energy metabolism in patients with AD with poor outcomes, suggesting a mechanistic link to ACLF development.

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

1
Gut
36 papers in training set
Top 0.1%
22.3%
2
Gastroenterology
40 papers in training set
Top 0.1%
17.4%
3
Journal of Hepatology
18 papers in training set
Top 0.1%
12.2%
50% of probability mass above
4
Hepatology
18 papers in training set
Top 0.1%
10.3%
5
Hepatology Communications
21 papers in training set
Top 0.1%
9.1%
6
Nature Communications
4913 papers in training set
Top 40%
3.6%
7
BMC Medicine
163 papers in training set
Top 3%
2.1%
8
Cellular and Molecular Gastroenterology and Hepatology
41 papers in training set
Top 0.3%
1.9%
9
Cell Reports Medicine
140 papers in training set
Top 4%
1.7%
10
Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease
25 papers in training set
Top 0.3%
1.7%
11
eBioMedicine
130 papers in training set
Top 2%
1.3%
12
Clinical and Experimental Immunology
12 papers in training set
Top 0.1%
1.2%
13
Scientific Reports
3102 papers in training set
Top 69%
0.9%
14
eLife
5422 papers in training set
Top 58%
0.7%
15
Med
38 papers in training set
Top 0.8%
0.7%
16
Gut Microbes
70 papers in training set
Top 1%
0.7%
17
Biomedicine & Pharmacotherapy
43 papers in training set
Top 1%
0.7%
18
Journal for ImmunoTherapy of Cancer
64 papers in training set
Top 1%
0.7%
19
Molecular & Cellular Proteomics
158 papers in training set
Top 2%
0.7%
20
Stem Cells Translational Medicine
11 papers in training set
Top 0.2%
0.7%
21
Frontiers in Medicine
113 papers in training set
Top 7%
0.7%
22
Cell Metabolism
49 papers in training set
Top 3%
0.7%
23
Cell Reports
1338 papers in training set
Top 34%
0.7%