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Halimi F, Vanderhaeghen T, Timmermans S, Croubels S, Libert C, Vandewalle J. Comparative Analysis of Hepatic Gene Expression Profiles in Murine and Porcine Sepsis Models. Int J Mol Sci 2024; 25:11079. [PMID: 39456859 PMCID: PMC11507144 DOI: 10.3390/ijms252011079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 10/09/2024] [Accepted: 10/09/2024] [Indexed: 10/28/2024] Open
Abstract
Sepsis remains a huge unmet medical need for which no approved drugs, besides antibiotics, are on the market. Despite the clinical impact of sepsis, its molecular mechanism remains inadequately understood. Recent insights have shown that profound hepatic transcriptional reprogramming, leading to fatal metabolic abnormalities, might open a new avenue to treat sepsis. Translation of experimental results from rodents to larger animal models of higher relevance for human physiology, such as pigs, is critical and needs exploration. We performed a comparative analysis of the transcriptome profiles in murine and porcine livers using the following sepsis models: cecal ligation and puncture (CLP) in mice and fecal instillation (FI) in pigs, both of which induce polymicrobial septic peritonitis, and lipopolysaccharide (LPS)-induced endotoxemia in pigs, inducing sterile inflammation. Using bulk RNA sequencing, Metascape pathway analysis, and HOMER transcription factor motif analysis, we were able to identify key genes and pathways affected in septic livers. Conserved upregulated pathways in murine CLP and porcine LPS and FI generally comprise typical inflammatory pathways, except for ER stress, which was only found in the murine CLP model. Conserved pathways downregulated in sepsis comprise almost exclusively metabolic pathways such as monocarboxylic acid, steroid, biological oxidation, and small-molecule catabolism. Even though the upregulated inflammatory pathways were equally induced in the two porcine models, the porcine FI model more closely resembles the metabolic dysfunction observed in the CLP liver compared to the porcine LPS model. This comprehensive comparison focusing on the hepatic responses in mouse CLP versus LPS or FI in pigs shows that the two porcine sepsis models generally resemble quite well the mouse CLP model, with a typical inflammatory signature amongst the upregulated genes and metabolic dysfunction amongst the downregulated genes. The hepatic ER stress observed in the murine model could not be replicated in the porcine models. When studying metabolic dysfunction in the liver upon sepsis, the porcine FI model more closely resembles the mouse CLP model compared to the porcine LPS model.
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Affiliation(s)
- Fëllanza Halimi
- Department of Pathobiology, Pharmacology and Zoological Medicine, Faculty of Veterinary Medicine, Ghent University, 9820 Merelbeke, Belgium; (F.H.); (S.C.)
| | - Tineke Vanderhaeghen
- VIB Center for Inflammation Research, 9000 Ghent, Belgium; (T.V.); (S.T.)
- Department of Biomedical Molecular Biology, Ghent University, 9000 Ghent, Belgium
| | - Steven Timmermans
- VIB Center for Inflammation Research, 9000 Ghent, Belgium; (T.V.); (S.T.)
- Department of Biomedical Molecular Biology, Ghent University, 9000 Ghent, Belgium
| | - Siska Croubels
- Department of Pathobiology, Pharmacology and Zoological Medicine, Faculty of Veterinary Medicine, Ghent University, 9820 Merelbeke, Belgium; (F.H.); (S.C.)
| | - Claude Libert
- VIB Center for Inflammation Research, 9000 Ghent, Belgium; (T.V.); (S.T.)
- Department of Biomedical Molecular Biology, Ghent University, 9000 Ghent, Belgium
| | - Jolien Vandewalle
- VIB Center for Inflammation Research, 9000 Ghent, Belgium; (T.V.); (S.T.)
- Department of Biomedical Molecular Biology, Ghent University, 9000 Ghent, Belgium
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Liu H, Wang J, Li S, Sun Y, Zhang P, Ma J. The unfolded protein response pathway as a possible link in the pathogenesis of COVID-19 and sepsis. Arch Virol 2024; 169:20. [PMID: 38191819 DOI: 10.1007/s00705-023-05948-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 11/10/2023] [Indexed: 01/10/2024]
Abstract
The global impact of the COVID-19 pandemic has been substantial. Emerging evidence underscores a strong clinical connection between COVID-19 and sepsis. Numerous studies have identified the unfolded protein response (UPR) pathway as a crucial pathogenic pathway for both COVID-19 and sepsis, but it remains to be investigated whether this signaling pathway operates as a common pathogenic mechanism for both COVID-19 and sepsis. In this study, single-cell RNA-seq data and transcriptome data for COVID-19 and sepsis cases were downloaded from GEO (Gene Expression Omnibus). By analyzing the single-cell transcriptome data, we identified B cells as the critical cell subset and the UPR pathway as the critical signaling pathway. Based on the transcriptome data, a machine learning diagnostic model was then constructed using the interleaved genes of B-cell-related and UPR-pathway-related genes. We validated the diagnostic model using both internal and external datasets and found the accuracy and stability of this model to be extremely strong. Even after integrating our algorithmic model with the patient's clinical status, it continued to yield identical results, further emphasizing the reliability of this model. This study provides a novel molecular perspective on the pathogenesis of sepsis and COVID-19 at the single-cell level and suggests that these two diseases may share a common mechanism.
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Affiliation(s)
- Hong Liu
- School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Junyi Wang
- Advanced Medical Research Institute, Shandong University, Jinan, Shandong, China
| | - Shaofeng Li
- School of Pharmacy, Key Laboratory of Nano-carbon Modified Film Technology of Henan Province, Diagnostic Laboratory of Animal Diseases, Xinxiang University, Xinxiang, China
| | - Yanmei Sun
- School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Peng Zhang
- School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Jiahao Ma
- School of Pharmacy, Key Laboratory of Nano-carbon Modified Film Technology of Henan Province, Diagnostic Laboratory of Animal Diseases, Xinxiang University, Xinxiang, China.
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Olney KC, de Ávila C, Todd KT, Tallant LE, Barnett JH, Gibson KA, Hota P, Pandiane AS, Durgun PC, Serhan M, Wang R, Lind ML, Forzani E, Gades NM, Thomas LF, Fryer JD. Commonly disrupted pathways in brain and kidney in a pig model of systemic endotoxemia. J Neuroinflammation 2024; 21:9. [PMID: 38178237 PMCID: PMC10765757 DOI: 10.1186/s12974-023-03002-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 12/19/2023] [Indexed: 01/06/2024] Open
Abstract
Sepsis is a life-threatening state that arises due to a hyperactive inflammatory response stimulated by infection and rarely other insults (e.g., non-infections tissue injury). Although changes in several proinflammatory cytokines and signals are documented in humans and small animal models, far less is known about responses within affected tissues of large animal models. We sought to understand the changes that occur during the initial stages of inflammation by administering intravenous lipopolysaccharide (LPS) to Yorkshire pigs and assessing transcriptomic alterations in the brain, kidney, and whole blood. Robust transcriptional alterations were found in the brain, with upregulated responses enriched in inflammatory pathways and downregulated responses enriched in tight junction and blood vessel functions. Comparison of the inflammatory response in the pig brain to a similar mouse model demonstrated some overlapping changes but also numerous differences, including oppositely dysregulated genes between species. Substantial changes also occurred in the kidneys following LPS with several enriched upregulated pathways (cytokines, lipids, unfolded protein response, etc.) and downregulated gene sets (tube morphogenesis, glomerulus development, GTPase signal transduction, etc.). We also found significant dysregulation of genes in whole blood that fell into several gene ontology categories (cytokines, cell cycle, neutrophil degranulation, etc.). We observed a strong correlation between the brain and kidney responses, with significantly shared upregulated pathways (cytokine signaling, cell death, VEGFA pathways) and downregulated pathways (vasculature and RAC1 GTPases). In summary, we have identified a core set of shared genes and pathways in a pig model of systemic inflammation.
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Affiliation(s)
- Kimberly C Olney
- Department of Neuroscience, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, USA
| | - Camila de Ávila
- Department of Neuroscience, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, USA
| | - Kennedi T Todd
- Department of Neuroscience, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, USA
| | - Lauren E Tallant
- Department of Neuroscience, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, USA
- Mayo Clinic Graduate School of Biomedical Sciences, Scottsdale, AZ, USA
| | - J Hudson Barnett
- Department of Neuroscience, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, USA
- Mayo Clinic Graduate School of Biomedical Sciences, Scottsdale, AZ, USA
- MD/PhD Training Program, Mayo Clinic, Scottsdale, AZ, USA
| | - Katelin A Gibson
- Department of Neuroscience, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, USA
| | - Piyush Hota
- Division of Nephrology & Hypertension, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, USA
| | | | - Pinar Cay Durgun
- School of Engineering of Matter, Transport & Energy, Arizona State University, Tempe, AZ, USA
| | - Michael Serhan
- School of Engineering of Matter, Transport & Energy, Arizona State University, Tempe, AZ, USA
| | - Ran Wang
- School of Engineering of Matter, Transport & Energy, Arizona State University, Tempe, AZ, USA
| | - Mary Laura Lind
- School of Engineering of Matter, Transport & Energy, Arizona State University, Tempe, AZ, USA
| | - Erica Forzani
- School of Engineering of Matter, Transport & Energy, Arizona State University, Tempe, AZ, USA
| | - Naomi M Gades
- Department of Comparative Medicine, Mayo Clinic, Scottsdale, AZ, USA
| | - Leslie F Thomas
- Division of Nephrology & Hypertension, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, USA.
| | - John D Fryer
- Department of Neuroscience, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, USA.
- Mayo Clinic Graduate School of Biomedical Sciences, Scottsdale, AZ, USA.
- MD/PhD Training Program, Mayo Clinic, Scottsdale, AZ, USA.
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Vivas W, Weis S. Tidy up - The unfolded protein response in sepsis. Front Immunol 2022; 13:980680. [PMID: 36341413 PMCID: PMC9632622 DOI: 10.3389/fimmu.2022.980680] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 10/06/2022] [Indexed: 11/23/2022] Open
Abstract
Pathogens, their toxic byproducts, and the subsequent immune reaction exert different forms of stress and damage to the tissue of the infected host. This stress can trigger specific transcriptional and post-transcriptional programs that have evolved to limit the pathogenesis of infectious diseases by conferring tissue damage control. If these programs fail, infectious diseases can take a severe course including organ dysfunction and damage, a phenomenon that is known as sepsis and which is associated with high mortality. One of the key adaptive mechanisms to counter infection-associated stress is the unfolded protein response (UPR), aiming to reduce endoplasmic reticulum stress and restore protein homeostasis. This is mediated via a set of diverse and complementary mechanisms, i.e. the reduction of protein translation, increase of protein folding capacity, and increase of polyubiquitination of misfolded proteins and subsequent proteasomal degradation. However, UPR is not exclusively beneficial since its enhanced or prolonged activation might lead to detrimental effects such as cell death. Thus, fine-tuning and time-restricted regulation of the UPR should diminish disease severity of infectious disease and improve the outcome of sepsis while not bearing long-term consequences. In this review, we describe the current knowledge of the UPR, its role in infectious diseases, regulation mechanisms, and further clinical implications in sepsis.
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Affiliation(s)
- Wolfgang Vivas
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Friedrich Schiller University, Jena, Germany
- Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute (HKI), Jena, Germany
- *Correspondence: Wolfgang Vivas,
| | - Sebastian Weis
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Friedrich Schiller University, Jena, Germany
- Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute (HKI), Jena, Germany
- Institute for Infectious Disease and Infection Control, Jena University Hospital, Friedrich Schiller University, Jena, Germany
- Center for Sepsis Control and Care, Jena University Hospital, Friedrich Schiller University, Jena, Germany
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Beneficial Effects of O-GlcNAc Stimulation in a Young Rat Model of Sepsis: Beyond Modulation of Gene Expression. Int J Mol Sci 2022; 23:ijms23126430. [PMID: 35742875 PMCID: PMC9224386 DOI: 10.3390/ijms23126430] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/05/2022] [Accepted: 06/06/2022] [Indexed: 11/21/2022] Open
Abstract
The young population, which is particularly at risk of sepsis, is, paradoxically, rarely studied. Acute stimulation of O-GlcNAcylation, a post-translational modification involved in metabolic regulation, cell survival and stress response, is beneficial in young rats with sepsis. Considering that sepsis impacts the gene expression profile and that O-GlcNAcylation is a regulator of transcription, the aims of this study are to (i) unveil beneficial mechanisms of O-GlcNAcylation and (ii) decipher the relationship between O-GlcNAcylation and transcription during sepsis. Endotoxemic challenge was induced in 28-day-old male rats using a lipopolysaccharide injection (E. coli O111:B4, 20 mg·kg−1) and compared to control rats (NaCl 0.9%). One hour after, rats were assigned to no therapy or fluidotherapy (NaCl 0.9%, 10 mL.kg−1) ± NButGT (10 mg·kg−1) to stimulate O-GlcNAc levels. Cardiac O-GlcNAcylation levels were evaluated via Western blot and gene transcription using 3′ SRP analysis. Lipopolysaccharide injection favorizes inflammatory state with the overexpression of genes involved in the NF-κB, JAK/STAT and MAPK pathways. NButGT treatment increased cardiac O-GlcNAcylation levels (p < 0.05). Yet, the mRNA expression was not impacted two hours after fluidotherapy or NButGT treatment. In conclusion, O-GlcNAc stimulation-induced beneficial effects are not dependent on the gene expression profile at the early phase of sepsis.
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Zhang Q, Cao S, Qiu F, Kang N. Incomplete autophagy: Trouble is a friend. Med Res Rev 2022; 42:1545-1587. [PMID: 35275411 DOI: 10.1002/med.21884] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Revised: 01/26/2022] [Accepted: 02/22/2022] [Indexed: 01/18/2023]
Abstract
Incomplete autophagy is an impaired self-eating process of intracellular macromolecules and organelles in which accumulated autophagosomes do not fuse with lysosomes for degradation, resulting in the blockage of autophagic flux. In this review, we summarized the literature over the past decade describing incomplete autophagy, and found that different from the double-edged sword effect of general autophagy on promoting cell survival or death, incomplete autophagy plays a crucial role in disrupting cellular homeostasis, and promotes only cell death. What matters is that incomplete autophagy is closely relevant to the pathogenesis and progression of various human diseases, which, meanwhile, intimately linking to the pharmacologic and toxicologic effects of several compounds. Here, we comprehensively reviewed the latest progress of incomplete autophagy on molecular mechanisms and signaling pathways. Moreover, implications of incomplete autophagy for pharmacotherapy are also discussed, which has great relevance for our understanding of the distinctive role of incomplete autophagy in cellular physiology and disease. Consequently, targeting incomplete autophagy may contribute to the development of novel generation therapeutic agents for diverse human diseases.
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Affiliation(s)
- Qiang Zhang
- Department of Biochemistry, School of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, People's Republic of China
| | - Shijie Cao
- State Key Laboratory of Component-based Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, People's Republic of China
| | - Feng Qiu
- State Key Laboratory of Component-based Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, People's Republic of China.,Department of Medicinal Chemistry, Tianjin University of Traditional Chinese Medicine, Tianjin, People's Republic of China
| | - Ning Kang
- Department of Biochemistry, School of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, People's Republic of China
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