1
|
Zehr S, Wolf S, Oellerich T, Leisegang MS, Brandes RP, Schulz MH, Warwick T. GeneCOCOA: Detecting context-specific functions of individual genes using co-expression data. PLoS Comput Biol 2025; 21:e1012278. [PMID: 40163580 PMCID: PMC11964461 DOI: 10.1371/journal.pcbi.1012278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 04/02/2025] [Accepted: 02/03/2025] [Indexed: 04/02/2025] Open
Abstract
Extraction of meaningful biological insight from gene expression profiling often focuses on the identification of statistically enriched terms or pathways. These methods typically use gene sets as input data, and subsequently return overrepresented terms along with associated statistics describing their enrichment. This approach does not cater to analyses focused on a single gene-of-interest, particularly when the gene lacks prior functional characterization. To address this, we formulated GeneCOCOA, a method which utilizes context-specific gene co-expression and curated functional gene sets, but focuses on a user-supplied gene-of-interest (GOI). The co-expression between the GOI and subsets of genes from functional groups (e.g. pathways, GO terms) is derived using linear regression, and resulting root-mean-square error values are compared against background values obtained from randomly selected genes. The resulting p values provide a statistical ranking of functional gene sets from any collection, along with their associated terms, based on their co-expression with the gene of interest in a manner specific to the context and experiment. GeneCOCOA thereby provides biological insight into both gene function, and putative regulatory mechanisms by which the expression of the GOI is controlled. Despite its relative simplicity, GeneCOCOA outperforms similar methods in the accurate recall of known gene-disease associations. We furthermore include a differential GeneCOCOA mode, thus presenting the first implementation of a gene-focused approach to experiment-specific gene set enrichment analysis. GeneCOCOA is formulated as an R package for ease-of-use, available at https://github.com/si-ze/geneCOCOA.
Collapse
Affiliation(s)
- Simonida Zehr
- Goethe University Frankfurt, Institute for Cardiovascular Physiology, Frankfurt am Main, Germany
- German Centre for Cardiovascular Research (DZHK), Partner site Rhine-Main, Frankfurt am Main, Germany
| | - Sebastian Wolf
- Goethe University Frankfurt, University Hospital, Department of Medicine II, Haematology/Oncology, Frankfurt am Main, Germany
| | - Thomas Oellerich
- Goethe University Frankfurt, University Hospital, Department of Medicine II, Haematology/Oncology, Frankfurt am Main, Germany
| | - Matthias S Leisegang
- Goethe University Frankfurt, Institute for Cardiovascular Physiology, Frankfurt am Main, Germany
- German Centre for Cardiovascular Research (DZHK), Partner site Rhine-Main, Frankfurt am Main, Germany
| | - Ralf P Brandes
- Goethe University Frankfurt, Institute for Cardiovascular Physiology, Frankfurt am Main, Germany
- German Centre for Cardiovascular Research (DZHK), Partner site Rhine-Main, Frankfurt am Main, Germany
| | - Marcel H Schulz
- German Centre for Cardiovascular Research (DZHK), Partner site Rhine-Main, Frankfurt am Main, Germany
- Goethe University Frankfurt, Institute for Computational Genomic Medicine, Frankfurt am Main, Germany
| | - Timothy Warwick
- Goethe University Frankfurt, Institute for Cardiovascular Physiology, Frankfurt am Main, Germany
- German Centre for Cardiovascular Research (DZHK), Partner site Rhine-Main, Frankfurt am Main, Germany
| |
Collapse
|
2
|
Pretto S, Yu Q, Bourdely P, Trusso Cafarello S, Van Acker HH, Verelst J, Richiardone E, Vanheer L, Roshanzadeh A, Schneppenheim F, Cresens C, Sassano ML, Dehairs J, Carion M, Ismail S, Agostinis P, Rocha S, Bald T, Swinnen J, Corbet C, Lunt SY, Thienpont B, Di Matteo M, Mazzone M. A functional single-cell metabolic survey identifies Elovl1 as a target to enhance CD8 + T cell fitness in solid tumours. Nat Metab 2025; 7:508-530. [PMID: 40065102 PMCID: PMC11946891 DOI: 10.1038/s42255-025-01233-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 02/04/2025] [Indexed: 03/28/2025]
Abstract
Reprogramming T cell metabolism can improve intratumoural fitness. By performing a CRISPR/Cas9 metabolic survey in CD8+ T cells, we identified 83 targets and we applied single-cell RNA sequencing to disclose transcriptome changes associated with each metabolic perturbation in the context of pancreatic cancer. This revealed elongation of very long-chain fatty acids protein 1 (Elovl1) as a metabolic target to sustain effector functions and memory phenotypes in CD8+ T cells. Accordingly, Elovl1 inactivation in adoptively transferred T cells combined with anti-PD-1 showed therapeutic efficacy in resistant pancreatic and melanoma tumours. The accumulation of saturated long-chain fatty acids in Elovl1-deficient T cells destabilized INSIG1, leading to SREBP2 activation, increased plasma membrane cholesterol and stronger T cell receptor signalling. Elovl1-deficient T cells increased mitochondrial fitness and fatty acid oxidation, thus withstanding the metabolic stress imposed by the tumour microenvironment. Finally, ELOVL1 in CD8+ T cells correlated with anti-PD-1 response in patients with melanoma. Altogether, Elovl1 targeting synergizes with anti-PD-1 to promote effective T cell responses.
Collapse
Affiliation(s)
- Samantha Pretto
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Qian Yu
- Laboratory for Functional Epigenetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Pierre Bourdely
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sarah Trusso Cafarello
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Heleen H Van Acker
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Joren Verelst
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Elena Richiardone
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Lotte Vanheer
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Amir Roshanzadeh
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
| | - Franziska Schneppenheim
- Institute of Experimental Oncology (IEO), University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Charlotte Cresens
- Molecular Imaging and Photonics Division, Chemistry Department, Faculty of Sciences, KU Leuven, Heverlee, Belgium
- VIB BioImaging Core, Leuven, Belgium
- VIB-KU Leuven Center for Brain & Disease Research, Leuven, Belgium
| | - Maria Livia Sassano
- Cell Death Research and Therapy Group, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, Leuven, Belgium
| | - Jonas Dehairs
- Laboratory of Lipid Metabolism and Cancer, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Martin Carion
- Department of Chemistry, KU Leuven, Heverlee, Belgium
| | - Shehab Ismail
- Department of Chemistry, KU Leuven, Heverlee, Belgium
| | - Patrizia Agostinis
- Cell Death Research and Therapy Group, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, Leuven, Belgium
| | - Susana Rocha
- Molecular Imaging and Photonics Division, Chemistry Department, Faculty of Sciences, KU Leuven, Heverlee, Belgium
| | - Tobias Bald
- Institute of Experimental Oncology (IEO), University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Johan Swinnen
- Laboratory of Lipid Metabolism and Cancer, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Cyril Corbet
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Sophia Y Lunt
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
- Department of Chemical Engineering and Materials Science, Michigan State University, East Lansing, MI, USA
| | - Bernard Thienpont
- Laboratory for Functional Epigenetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Mario Di Matteo
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Massimiliano Mazzone
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium.
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium.
| |
Collapse
|
3
|
Da Dalt L, Baragetti A, Norata GD. Targeting PCSK9 beyond the liver: evidence from experimental and clinical studies. Expert Opin Ther Targets 2025; 29:137-157. [PMID: 40110803 DOI: 10.1080/14728222.2025.2482545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2024] [Revised: 03/06/2025] [Accepted: 03/18/2025] [Indexed: 03/22/2025]
Abstract
INTRODUCTION PCSK9 has been widely studied as a target for lipid-lowering as its inhibition increases LDLR recycling on the surface of hepatocytes, which promotes the catabolism of LDL particles. PCSK9 can be synthesized in extra-hepatic tissues, including in the brain, the pancreas, and the heart, and in immune cells. It is of interest to understand whether the extra-hepatic effects observed when PCSK9 is genetically inhibited by naturally occurring mutations are also recapitulated by pharmacology. AREA COVERED Genetics studies reported an increased risk of developing new-onset diabetes, ectopic adiposity, and reduced immune-inflammatory responses with PCSK9 deficiency. However, these aspects were not observed in clinical trials and data from real-world medicine with monoclonal antibodies (mAbs) and gene silencing approaches targeting PCSK9. EXPERT OPINION It is possible that the biological adaptations occurring when PCSK9 is inhibited lifelong, as in the case of genetic studies, could explain the discrepancy with the data obtained by clinical studies testing the pharmacological inhibition of PCSK9. Also, PCSK9 mAbs have been in use for 12 years; thus, probably, in this time window, a pharmacological reduction of circulating PCSK9 up to 80-90% does not lead to changes other than the impressive reduction in LDL-C and in CVD events.
Collapse
Affiliation(s)
- Lorenzo Da Dalt
- Department of Pharmacological Sciences 'Rodolfo Paoletti', University of Milan, Milano, Italy
| | - Andrea Baragetti
- Department of Pharmacological Sciences 'Rodolfo Paoletti', University of Milan, Milano, Italy
| | - Giuseppe Danilo Norata
- Department of Pharmacological Sciences 'Rodolfo Paoletti', University of Milan, Milano, Italy
| |
Collapse
|
4
|
Bonacina F, Zhang X, Manel N, Yvan-Charvet L, Razani B, Norata GD. Lysosomes in the immunometabolic reprogramming of immune cells in atherosclerosis. Nat Rev Cardiol 2025; 22:149-164. [PMID: 39304748 PMCID: PMC11835540 DOI: 10.1038/s41569-024-01072-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/08/2024] [Indexed: 09/22/2024]
Abstract
Lysosomes have a central role in the disposal of extracellular and intracellular cargo and also function as metabolic sensors and signalling platforms in the immunometabolic reprogramming of macrophages and other immune cells in atherosclerosis. Lysosomes can rapidly sense the presence of nutrients within immune cells, thereby switching from catabolism of extracellular material to the recycling of intracellular cargo. Such a fine-tuned degradative response supports the generation of metabolic building blocks through effectors such as mTORC1 or TFEB. By coupling nutrients to downstream signalling and metabolism, lysosomes serve as a crucial hub for cellular function in innate and adaptive immune cells. Lysosomal dysfunction is now recognized to be a hallmark of atherogenesis. Perturbations in nutrient-sensing and signalling have profound effects on the capacity of immune cells to handle cholesterol, perform phagocytosis and efferocytosis, and limit the activation of the inflammasome and other inflammatory pathways. Strategies to improve lysosomal function hold promise as novel modulators of the immunoinflammatory response associated with atherosclerosis. In this Review, we describe the crosstalk between lysosomal biology and immune cell function and polarization, with a particular focus on cellular immunometabolic reprogramming in the context of atherosclerosis.
Collapse
Affiliation(s)
- Fabrizia Bonacina
- Department of Excellence of Pharmacological and Biomolecular Sciences 'Rodolfo Paoletti', Università degli Studi di Milano, Milan, Italy
| | - Xiangyu Zhang
- Vascular Medicine Institute, Department of Medicine, University of Pittsburgh School of Medicine and UPMC, Pittsburgh, PA, USA
- Pittsburgh VA Medical Center, Pittsburgh, PA, USA
| | - Nicolas Manel
- Immunity and Cancer Department, Institut Curie, PSL Research University, INSERM U932, Paris, France
| | - Laurent Yvan-Charvet
- Institut National de la Santé et de la Recherche Médicale (Inserm) U1065, Université Côte d'Azur, Centre Méditerranéen de Médecine Moléculaire (C3M), Fédération Hospitalo-Universitaire (FHU), Oncoage, Nice, France
| | - Babak Razani
- Vascular Medicine Institute, Department of Medicine, University of Pittsburgh School of Medicine and UPMC, Pittsburgh, PA, USA
- Pittsburgh VA Medical Center, Pittsburgh, PA, USA
| | - Giuseppe D Norata
- Department of Excellence of Pharmacological and Biomolecular Sciences 'Rodolfo Paoletti', Università degli Studi di Milano, Milan, Italy.
| |
Collapse
|
5
|
Pecci F, Cognigni V, Giudice GC, Paoloni F, Cantini L, Saini KS, Abushukair HM, Naqash AR, Cortellini A, Mazzaschi G, Alia S, Membrino V, Araldi E, Tiseo M, Buti S, Vignini A, Berardi R. Unraveling the link between cholesterol and immune system in cancer: From biological mechanistic insights to clinical evidence. A narrative review. Crit Rev Oncol Hematol 2025; 209:104654. [PMID: 39923921 DOI: 10.1016/j.critrevonc.2025.104654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 01/29/2025] [Accepted: 02/04/2025] [Indexed: 02/11/2025] Open
Abstract
Cholesterol and its metabolism seem to be involved not only in cancer progression but also in immune cells activity. In this comprehensive review, we summarize preclinical, translational, and clinical evidence regarding the crucial role of cholesterol and its metabolism in regulating the immune response against cancer cells, shedding light on the multifaceted mechanisms by which cholesterol influences immune cell function and anti-tumor immunity. By synthesizing findings from preclinical studies, we have elucidated the impact of cholesterol on immune cell activation, differentiation, and effector functions. These investigations have revealed that cholesterol metabolism plays a pivotal role in shaping the immune response, with alterations in cholesterol levels directly impacting immune cell behavior and anti-tumor activity. All the steps related to cholesterol metabolism, including its de-novo synthesis, its influx and efflux mechanisms, as well as its metabolites, have a distinct impact on immune cells function and activity, which, if altered, might influence tumor progression. In addition, we have reviewed clinical studies investigating the role of circulating cholesterol on outcomes of patients with advanced tumors treated with immune checkpoint inhibitors, highlighting again in a clinical scenario the correlation between cholesterol and the immune system. Overall, our review emphasizes the importance of cholesterol and its metabolism in orchestrating the immune response against cancer cells. Herein we have provided a comprehensive overview of this emerging field by illustrating the intricate interplay between cholesterol and immune system.
Collapse
Affiliation(s)
- Federica Pecci
- Dana-Farber Cancer Institute, Boston, MA, USA; Department of Medicine and Surgery, University of Parma, Parma, Italy; Medical Oncology Unit, University Hospital of Parma, Parma, Italy.
| | - Valeria Cognigni
- Department of Medical Oncology, Università Politecnica delle Marche, AOU delle Marche, Ancona, Italy
| | - Giulia Claire Giudice
- Department of Medicine and Surgery, University of Parma, Parma, Italy; Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Francesco Paoloni
- Department of Medical Oncology, Università Politecnica delle Marche, AOU delle Marche, Ancona, Italy
| | | | - Kamal S Saini
- Fortrea, Inc., Durham, NC, USA; Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Hassan Mohammed Abushukair
- Stephenson Cancer Center, University of Oklahoma Health Sciences Center, USA; Division of Oncology Sciences, University of Oklahoma Health Sciences Center, USA
| | - Abdul Rafeh Naqash
- Stephenson Cancer Center, University of Oklahoma Health Sciences Center, USA; Division of Oncology Sciences, University of Oklahoma Health Sciences Center, USA; Medical Oncology/TSET Phase 1 Program, Stephenson Cancer Center, The University of Oklahoma, Oklahoma City, OK, USA
| | - Alessio Cortellini
- Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Roma, Italy; Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy; Department of Surgery and Cancer, Hammersmith Hospital Campus, Imperial College London, London, UK
| | - Giulia Mazzaschi
- Department of Medicine and Surgery, University of Parma, Parma, Italy; Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Sonila Alia
- Department of Clinical Sciences, Section of Biochemistry, Biology and Physics, Università Politecnica delle Marche, Ancona, Italy
| | - Valentina Membrino
- Department of Clinical Sciences, Section of Biochemistry, Biology and Physics, Università Politecnica delle Marche, Ancona, Italy
| | - Elisa Araldi
- Systems Medicine Laboratory, Department of Medicine and Surgery (DiMeC), Università degli Studi di Parma, Parma, Italy; Preventive Cardiology and Preventive Medicine, University Medical Center Of The Johannes Gutenberg-University Mainz, Mainz, Germany; German Center for Cardiovascular Research (DZHK), Germany
| | - Marcello Tiseo
- Department of Medicine and Surgery, University of Parma, Parma, Italy; Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Sebastiano Buti
- Department of Medicine and Surgery, University of Parma, Parma, Italy; Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Arianna Vignini
- Department of Clinical Sciences, Section of Biochemistry, Biology and Physics, Università Politecnica delle Marche, Ancona, Italy; Research Center of Health Education and Health Promotion, Università Politecnica delle Marche, Ancona, Italy
| | - Rossana Berardi
- Department of Medical Oncology, Università Politecnica delle Marche, AOU delle Marche, Ancona, Italy
| |
Collapse
|
6
|
Gallo A, Le Goff W, Santos RD, Fichtner I, Carugo S, Corsini A, Sirtori C, Ruscica M. Hypercholesterolemia and inflammation-Cooperative cardiovascular risk factors. Eur J Clin Invest 2025; 55:e14326. [PMID: 39370572 PMCID: PMC11628670 DOI: 10.1111/eci.14326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 09/02/2024] [Indexed: 10/08/2024]
Abstract
BACKGROUND Maintaining low concentrations of plasma low-density lipoprotein cholesterol (LDLc) over time decreases the number of LDL particles trapped within the artery wall, slows the progression of atherosclerosis and delays the age at which mature atherosclerotic plaques develop. This substantially reduces the lifetime risk of atherosclerotic cardiovascular disease (ASCVD) events. In this context, plaque development and vulnerability result not only from lipid accumulation but also from inflammation. RESULTS Changes in the composition of immune cells, including macrophages, dendritic cells, T cells, B cells, mast cells and neutrophils, along with altered cytokine and chemokine release, disrupt the equilibrium between inflammation and anti-inflammatory mechanisms at plaque sites. Considering that it is not a competition between LDLc and inflammation, but instead that they are partners in crime, the present narrative review aims to give an overview of the main inflammatory molecular pathways linked to raised LDLc concentrations and to describe the impact of lipid-lowering approaches on the inflammatory and lipid burden. Although remarkable changes in LDLc are driven by the most recent lipid lowering combinations, the relative reduction in plasma C-reactive protein appears to be independent of the magnitude of LDLc lowering. CONCLUSION Identifying clinical biomarkers of inflammation (e.g. interleukin-6) and possible targets for therapy holds promise for monitoring and reducing the ASCVD burden in suitable patients.
Collapse
Affiliation(s)
- Antonio Gallo
- Lipidology and Cardiovascular Prevention Unit, Department of Nutrition, APHP, Hôpital Pitié‐SalpètriêreSorbonne Université, INSERM UMR1166ParisFrance
| | - Wilfried Le Goff
- Lipidology and Cardiovascular Prevention Unit, Department of Nutrition, APHP, Hôpital Pitié‐SalpètriêreSorbonne Université, INSERM UMR1166ParisFrance
| | - Raul D. Santos
- Academic Research Organization Hospital Israelita Albert Einstein and Lipid Clinic Heart Institute (InCor)University of Sao Paulo Medical School HospitalSao PauloBrazil
| | - Isabella Fichtner
- Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”Università degli Studi di MilanoMilanItaly
| | - Stefano Carugo
- Department of Cardio‐Thoracic‐Vascular DiseasesFoundation IRCCS Cà Granda Ospedale Maggiore PoliclinicoMilanItaly
- Department of Clinical Sciences and Community HealthUniversità degli Studi di MilanoMilanItaly
| | - Alberto Corsini
- Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”Università degli Studi di MilanoMilanItaly
| | - Cesare Sirtori
- Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”Università degli Studi di MilanoMilanItaly
| | - Massimiliano Ruscica
- Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”Università degli Studi di MilanoMilanItaly
- Department of Cardio‐Thoracic‐Vascular DiseasesFoundation IRCCS Cà Granda Ospedale Maggiore PoliclinicoMilanItaly
| |
Collapse
|
7
|
Svecla M, Moregola A, Dalt LD, Nour J, Baragetti A, Uboldi P, Idini A, Wuhrer M, Beretta G, Falck D, Bonacina F, Norata GD. ASGR1 deficiency improves atherosclerosis but alters liver metabolism in ApoE -/- mice. Cardiovasc Diabetol 2024; 23:428. [PMID: 39616371 PMCID: PMC11608471 DOI: 10.1186/s12933-024-02507-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Accepted: 11/07/2024] [Indexed: 01/30/2025] Open
Abstract
The asialoglycoprotein receptor 1 (ASGR1), a multivalent carbohydrate-binding receptor that primarily is responsible for recognizing and eliminating circulating glycoproteins with exposed galactose (Gal) or N-acetylgalactosamine (GalNAc) as terminal glycan residues, has been implicated in modulating the lipid metabolism and reducing cardiovascular disease burden. In this study, we investigated the impact of ASGR1 deficiency (ASGR1-/-) on atherosclerosis by evaluating its effects on plaque formation, lipid metabolism, circulating immunoinflammatory response, and circulating N-glycome under the hypercholesterolemic condition in ApoE-deficient mice. After 16 weeks of a western-type diet, ApoE-/-/ASGR1-/- mice presented lower plasma cholesterol and triglyceride levels compared to ApoE-/-. This was associated with reduced atherosclerotic plaque area and necrotic core formation. Interestingly, ApoE-/-/ASGR1-/- mice showed increased levels of circulating immune cells, increased AST/ALT ratio, and no changes in the N-glycome profile and liver morphology. The liver of ApoE-/-/ASGR1-/- mice, however, presented alterations in the metabolism of lipids, xenobiotics, and bile secretion, indicating broader alterations in liver homeostasis beyond lipids. These data suggest that improvements in circulating lipid metabolism and atherosclerosis in ASGR1 deficiency is paralleled by a deterioration of liver injury. These findings point to the need for additional evaluation before considering ASGR1 as a pharmacological target for dyslipidemia and cardiovascular disorders.
Collapse
Affiliation(s)
- Monika Svecla
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Milan, Italy
| | - Annalisa Moregola
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Milan, Italy
| | - Lorenzo Da Dalt
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Milan, Italy
| | - Jasmine Nour
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Milan, Italy
| | - Andrea Baragetti
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Milan, Italy
| | - Patrizia Uboldi
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Milan, Italy
| | - Alessandra Idini
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Milan, Italy
| | - Manfred Wuhrer
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Giangiacomo Beretta
- Department of Environmental Science and Policy, Università degli Studi di Milano, Milan, Italy
| | - David Falck
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Fabrizia Bonacina
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Milan, Italy
| | - Giuseppe Danilo Norata
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Milan, Italy.
| |
Collapse
|
8
|
Tang Y, Chen Z, Zuo Q, Kang Y. Regulation of CD8+ T cells by lipid metabolism in cancer progression. Cell Mol Immunol 2024; 21:1215-1230. [PMID: 39402302 PMCID: PMC11527989 DOI: 10.1038/s41423-024-01224-z] [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: 07/25/2024] [Accepted: 09/22/2024] [Indexed: 11/02/2024] Open
Abstract
Dysregulation of lipid metabolism is a key characteristic of the tumor microenvironment, where tumor cells utilize lipids for proliferation, survival, metastasis, and evasion of immune surveillance. Lipid metabolism has become a critical regulator of CD8+ T-cell-mediated antitumor immunity, with excess lipids in the tumor microenvironment impeding CD8+ T-cell activities. Considering the limited efficacy of immunotherapy in many solid tumors, targeting lipid metabolism to enhance CD8+ T-cell effector functions could significantly improve immunotherapy outcomes. In this review, we examine recent findings on how lipid metabolic processes, including lipid uptake, synthesis, and oxidation, regulate CD8+ T cells within tumors. We also assessed the impact of different lipids on CD8+ T-cell-mediated antitumor immunity, with a particular focus on how lipid metabolism affects mitochondrial function in tumor-infiltrating CD8+ T cells. Furthermore, as cancer is a systemic disease, we examined systemic factors linking lipid metabolism to CD8+ T-cell effector function. Finally, we summarize current therapeutic approaches that target lipid metabolism to increase antitumor immunity and enhance immunotherapy. Understanding the molecular and functional interplay between lipid metabolism and CD8+ T cells offers promising therapeutic opportunities for cancer treatment.
Collapse
Affiliation(s)
- Yong Tang
- Department of Molecular Biology, Princeton University, Princeton, NJ, 08544, USA
- Ludwig Institute for Cancer Research Princeton Branch, Princeton, NJ, 08544, USA
| | - Ziqing Chen
- Department of Molecular Biology, Princeton University, Princeton, NJ, 08544, USA
- Ludwig Institute for Cancer Research Princeton Branch, Princeton, NJ, 08544, USA
| | - Qianying Zuo
- Department of Molecular Biology, Princeton University, Princeton, NJ, 08544, USA
- Ludwig Institute for Cancer Research Princeton Branch, Princeton, NJ, 08544, USA
| | - Yibin Kang
- Department of Molecular Biology, Princeton University, Princeton, NJ, 08544, USA.
- Ludwig Institute for Cancer Research Princeton Branch, Princeton, NJ, 08544, USA.
- Cancer Metabolism and Growth Program, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, 08903, USA.
| |
Collapse
|
9
|
Bonacina F, Della-Morte D. Editorial: Exploiting cellular immunometabolism as a strategy for innovative cardiovascular therapies. Front Cardiovasc Med 2024; 11:1435850. [PMID: 38883983 PMCID: PMC11176533 DOI: 10.3389/fcvm.2024.1435850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 05/22/2024] [Indexed: 06/18/2024] Open
Affiliation(s)
- F Bonacina
- Department of Excellence of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti", Università Degli Studi di Milano, Milan, Italy
| | - D Della-Morte
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
- Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL, United States
| |
Collapse
|
10
|
Li JH, Zhou A, Lee CD, Shah SN, Ji JH, Senthilkumar V, Padilla ET, Ball AB, Feng Q, Bustillos CG, Riggan L, Greige A, Divakaruni AS, Annese F, Cooley Coleman JA, Skinner SA, Cowan CW, O'Sullivan TE. MEF2C regulates NK cell effector functions through control of lipid metabolism. Nat Immunol 2024; 25:778-789. [PMID: 38589619 DOI: 10.1038/s41590-024-01811-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 03/12/2024] [Indexed: 04/10/2024]
Abstract
Natural killer (NK) cells are a critical first line of defense against viral infection. Rare mutations in a small subset of transcription factors can result in decreased NK cell numbers and function in humans, with an associated increased susceptibility to viral infection. However, our understanding of the specific transcription factors governing mature human NK cell function is limited. Here we use a non-viral CRISPR-Cas9 knockout screen targeting genes encoding 31 transcription factors differentially expressed during human NK cell development. We identify myocyte enhancer factor 2C (MEF2C) as a master regulator of human NK cell functionality ex vivo. MEF2C-haploinsufficient patients and mice displayed defects in NK cell development and effector function, with an increased susceptibility to viral infection. Mechanistically, MEF2C was required for an interleukin (IL)-2- and IL-15-mediated increase in lipid content through regulation of sterol regulatory element-binding protein (SREBP) pathways. Supplementation with oleic acid restored MEF2C-deficient and MEF2C-haploinsufficient patient NK cell cytotoxic function. Therefore, MEF2C is a critical orchestrator of NK cell antiviral immunity by regulating SREBP-mediated lipid metabolism.
Collapse
Affiliation(s)
- Joey H Li
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, USA
- David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Adalia Zhou
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Cassidy D Lee
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, USA
- David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Siya N Shah
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Jeong Hyun Ji
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, USA
| | - Vignesh Senthilkumar
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Eddie T Padilla
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, USA
| | - Andréa B Ball
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Qinyan Feng
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Christian G Bustillos
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, USA
| | - Luke Riggan
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, USA
| | - Alain Greige
- Department of Neuroscience, Medical University of South Carolina, Charleston, SC, USA
| | - Ajit S Divakaruni
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Fran Annese
- Greenwood Genetic Center, Greenwood, SC, USA
| | | | | | - Christopher W Cowan
- Department of Neuroscience, Medical University of South Carolina, Charleston, SC, USA
| | - Timothy E O'Sullivan
- Department of Microbiology, Immunology and Molecular Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, USA.
| |
Collapse
|
11
|
Bianco V, Svecla M, Vingiani GB, Kolb D, Schwarz B, Buerger M, Beretta G, Norata GD, Kratky D. Regional Differences in the Small Intestinal Proteome of Control Mice and of Mice Lacking Lysosomal Acid Lipase. J Proteome Res 2024; 23:1506-1518. [PMID: 38422518 PMCID: PMC7615810 DOI: 10.1021/acs.jproteome.4c00082] [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: 02/05/2024] [Accepted: 02/16/2024] [Indexed: 03/02/2024]
Abstract
The metabolic contribution of the small intestine (SI) is still unclear despite recent studies investigating the involvement of single cells in regional differences. Using untargeted proteomics, we identified regional characteristics of the three intestinal tracts of C57BL/6J mice and found that proteins abundant in the mouse ileum correlated with the high ileal expression of the corresponding genes in humans. In the SI of C57BL/6J mice, we also detected an increasing abundance of lysosomal acid lipase (LAL), which is responsible for degrading triacylglycerols and cholesteryl esters within the lysosome. LAL deficiency in patients and mice leads to lipid accumulation, gastrointestinal disturbances, and malabsorption. We previously demonstrated that macrophages massively infiltrated the SI of Lal-deficient (KO) mice, especially in the duodenum. Using untargeted proteomics (ProteomeXchange repository, data identifier PXD048378), we revealed a general inflammatory response and a common lipid-associated macrophage phenotype in all three intestinal segments of Lal KO mice, accompanied by a higher expression of GPNMB and concentrations of circulating sTREM2. However, only duodenal macrophages activated a metabolic switch from lipids to other pathways, which were downregulated in the jejunum and ileum of Lal KO mice. Our results provide new insights into the process of absorption in control mice and possible novel markers of LAL-D and/or systemic inflammation in LAL-D.
Collapse
Affiliation(s)
- Valentina Bianco
- Gottfried
Schatz Research Center, Molecular Biology and Biochemistry, Medical University of Graz, Neue Stiftingtalstrasse 6/4, 8010 Graz, Austria
| | - Monika Svecla
- Department
of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Via Balzaretti 9, 20133 Milan, Italy
| | - Giovanni Battista Vingiani
- Department
of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Via Balzaretti 9, 20133 Milan, Italy
| | - Dagmar Kolb
- Core
Facility Ultrastructural Analysis, Medical
University of Graz, 8010 Graz, Austria
- BioTechMed-Graz, 8010 Graz, Austria
- Gottfried
Schatz Research Center, Cell Biology, Histology and Embryology, Medical University of Graz, 8010 Graz, Austria
| | - Birgit Schwarz
- Gottfried
Schatz Research Center, Molecular Biology and Biochemistry, Medical University of Graz, Neue Stiftingtalstrasse 6/4, 8010 Graz, Austria
| | - Martin Buerger
- Gottfried
Schatz Research Center, Molecular Biology and Biochemistry, Medical University of Graz, Neue Stiftingtalstrasse 6/4, 8010 Graz, Austria
| | - Giangiacomo Beretta
- Department
of Environmental Science and Policy, Università
degli Studi di Milano, 20133 Milan, Italy
| | - Giuseppe Danilo Norata
- Department
of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Via Balzaretti 9, 20133 Milan, Italy
- Centro
SISA per lo studio dell’Aterosclerosi, Ospedale Bassini, 20092 Cinisello Balsamo, Italy
| | - Dagmar Kratky
- Gottfried
Schatz Research Center, Molecular Biology and Biochemistry, Medical University of Graz, Neue Stiftingtalstrasse 6/4, 8010 Graz, Austria
- BioTechMed-Graz, 8010 Graz, Austria
| |
Collapse
|
12
|
Ju SH, Lim JY, Song M, Kim JM, Kang YE, Yi HS, Joung KH, Lee JH, Kim HJ, Ku BJ. Distinct effects of rosuvastatin and rosuvastatin/ezetimibe on senescence markers of CD8+ T cells in patients with type 2 diabetes mellitus: a randomized controlled trial. Front Endocrinol (Lausanne) 2024; 15:1336357. [PMID: 38586464 PMCID: PMC10996898 DOI: 10.3389/fendo.2024.1336357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 03/04/2024] [Indexed: 04/09/2024] Open
Abstract
Objectives Chronic low-grade inflammation is widely recognized as a pathophysiological defect contributing to β-cell failure in type 2 diabetes mellitus (T2DM). Statin therapy is known to ameliorate CD8+ T cell senescence, a mediator of chronic inflammation. However, the additional immunomodulatory roles of ezetimibe are not fully understood. Therefore, we investigated the effect of statin or statin/ezetimibe combination treatment on T cell senescence markers. Methods In this two-group parallel and randomized controlled trial, we enrolled 149 patients with T2DM whose low-density lipoprotein cholesterol (LDL-C) was 100 mg/dL or higher. Patients were randomly assigned to either the rosuvastatin group (N=74) or the rosuvastatin/ezetimibe group (N=75). The immunophenotype of peripheral blood mononuclear cells and metabolic profiles were analyzed using samples from baseline and post-12 weeks of medication. Results The fractions of CD8+CD57+ (senescent CD8+ T cells) and CD4+FoxP3+ (Treg) significantly decreased after intervention in the rosuvastatin/ezetimibe group (-4.5 ± 14.1% and -1.2 ± 2.3%, respectively), while these fractions showed minimal change in the rosuvastatin group (2.8 ± 9.4% and 1.4 ± 1.5%, respectively). The degree of LDL-C reduction was correlated with an improvement in HbA1c (R=0.193, p=0.021). Changes in the CD8+CD57+ fraction positively correlated with patient age (R=0.538, p=0.026). Notably, the fraction change in senescent CD8+ T cells showed no significant relationship with changes in either HbA1c (p=0.314) or LDL-C (p=0.592). Finally, the ratio of naïve to memory CD8+ T cells increased in the rosuvastatin/ezetimibe group (p=0.011), but not in the rosuvastatin group (p=0.339). Conclusions We observed a reduction in senescent CD8+ T cells and an increase in the ratio of naive to memory CD8+ T cells with rosuvastatin/ezetimibe treatment. Our results demonstrate the immunomodulatory roles of ezetimibe in combination with statins, independent of improvements in lipid or HbA1c levels.
Collapse
Affiliation(s)
- Sang-Hyeon Ju
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chungnam National University Hospital, Daejeon, Republic of Korea
| | - Joung Youl Lim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chungnam National University Hospital, Daejeon, Republic of Korea
| | - Minchul Song
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chungnam National University Hospital, Daejeon, Republic of Korea
| | - Ji Min Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chungnam National University Sejong Hospital, Sejong, Republic of Korea
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, Republic of Korea
| | - Yea Eun Kang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chungnam National University Hospital, Daejeon, Republic of Korea
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, Republic of Korea
| | - Hyon-Seung Yi
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chungnam National University Hospital, Daejeon, Republic of Korea
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, Republic of Korea
- Department of Medical Science, Chungnam National University School of Medicine, Daejeon, Republic of Korea
| | - Kyong Hye Joung
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chungnam National University Sejong Hospital, Sejong, Republic of Korea
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, Republic of Korea
| | - Ju Hee Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chungnam National University Hospital, Daejeon, Republic of Korea
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, Republic of Korea
| | - Hyun Jin Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chungnam National University Hospital, Daejeon, Republic of Korea
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, Republic of Korea
| | - Bon Jeong Ku
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chungnam National University Hospital, Daejeon, Republic of Korea
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, Republic of Korea
- Department of Medical Science, Chungnam National University School of Medicine, Daejeon, Republic of Korea
| |
Collapse
|
13
|
Gao Y, Kennelly JP, Xiao X, Whang E, Ferrari A, Bedard AH, Mack JJ, Nguyen AH, Weston T, Uchiyama LF, Lee MS, Young SG, Bensinger SJ, Tontonoz P. T cell cholesterol transport is a metabolic checkpoint that links intestinal immune responses to dietary lipid absorption. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.08.584164. [PMID: 38559079 PMCID: PMC10979874 DOI: 10.1101/2024.03.08.584164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
The intrinsic pathways that control membrane organization in immune cells and the impact of such pathways on cellular function are not well defined. Here we report that the non-vesicular cholesterol transporter Aster-A links plasma membrane (PM) cholesterol availability in T cells to immune signaling and systemic metabolism. Aster-A is recruited to the PM during T-cell receptor (TCR) activation, where it facilitates the removal of newly generated "accessible" membrane cholesterol. Loss of Aster-A leads to excess PM cholesterol accumulation, resulting in enhanced TCR nano-clustering and signaling, and Th17 cytokine production. Finally, we show that the mucosal Th17 response is restrained by PM cholesterol remodeling. Ablation of Aster-A in T cells leads to enhanced IL-22 production, reduced intestinal fatty acid absorption, and resistance to diet-induced obesity. These findings delineate a multi-tiered regulatory scheme linking immune cell lipid flux to nutrient absorption and systemic physiology.
Collapse
|
14
|
Bristow CL. Silencing Very-Low-Density Lipoprotein Receptor Reveals Alpha-1 Antitrypsin Role in HIV Infectivity. Methods Mol Biol 2024; 2750:175-184. [PMID: 38108977 DOI: 10.1007/978-1-0716-3605-3_16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Here we describe methods for investigating alpha-1 antitrypsin (AAT) and very-low-density lipoprotein receptor (VLDLR) interactions with infectious and non-infectious HIV-1 virions. Using silencing RNA to transiently block expression of VLDLR and the receptor-associated protein (RAP) to continuously block VLDLR activity, AAT is demonstrated to participate with VLDLR during internalization and infectivity of HIV-1 virions.
Collapse
Affiliation(s)
- Cynthia L Bristow
- Alpha-1 Biologics, Long Island High Technology Incubator, Stony Brook University, Stony Brook, NY, USA.
| |
Collapse
|
15
|
Navyasree KV, Ramesh ST, Umasankar PK. Cholesterol regulates insulin-induced mTORC1 signaling. J Cell Sci 2023; 136:jcs261402. [PMID: 37921368 DOI: 10.1242/jcs.261402] [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: 06/12/2023] [Accepted: 10/30/2023] [Indexed: 11/04/2023] Open
Abstract
The rapid activation of the crucial kinase mechanistic target of rapamycin complex-1 (mTORC1) by insulin is key to cell growth in mammals, but the regulatory factors remain unclear. Here, we demonstrate that cholesterol plays a crucial role in the regulation of insulin-stimulated mTORC1 signaling. The rapid progression of insulin-induced mTORC1 signaling declines in sterol-depleted cells and restores in cholesterol-repleted cells. In insulin-stimulated cells, cholesterol promotes recruitment of mTORC1 onto lysosomes without affecting insulin-induced dissociation of the TSC complex from lysosomes, thereby enabling complete activation of mTORC1. We also show that under prolonged starvation conditions, cholesterol coordinates with autophagy to support mTORC1 reactivation on lysosomes thereby restoring insulin-responsive mTORC1 signaling. Furthermore, we identify that fibroblasts from individuals with Smith-Lemli-Opitz Syndrome (SLOS) and model HeLa-SLOS cells, which are deficient in cholesterol biosynthesis, exhibit defects in the insulin-mTORC1 growth axis. These defects are rescued by supplementation of exogenous cholesterol or by expression of constitutively active Rag GTPase, a downstream activator of mTORC1. Overall, our findings propose novel signal integration mechanisms to achieve spatial and temporal control of mTORC1-dependent growth signaling and their aberrations in disease.
Collapse
Affiliation(s)
- Kolaparamba V Navyasree
- Intracellular Trafficking Laboratory, Transdisciplinary Biology Research Program, Rajiv Gandhi Centre for Biotechnology, Thiruvananthapuram, Kerala 695014, India
- PhD Program, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India
| | - Shikha T Ramesh
- Intracellular Trafficking Laboratory, Transdisciplinary Biology Research Program, Rajiv Gandhi Centre for Biotechnology, Thiruvananthapuram, Kerala 695014, India
- PhD Program, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India
| | - Perunthottathu K Umasankar
- Intracellular Trafficking Laboratory, Transdisciplinary Biology Research Program, Rajiv Gandhi Centre for Biotechnology, Thiruvananthapuram, Kerala 695014, India
| |
Collapse
|
16
|
Wang YI, Hao YN, Shen MY, Han XJ, Wang YM, Chen SY, Wang JF, Wang W, Li TT, Jin AS. The Expression of LDL-R in CD8 + T Cells Serves as an Early Assessment Parameter for the Production of TCR-T Cells. In Vivo 2023; 37:2480-2489. [PMID: 37905663 PMCID: PMC10621427 DOI: 10.21873/invivo.13355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 08/25/2023] [Accepted: 08/29/2023] [Indexed: 11/02/2023]
Abstract
BACKGROUND/AIM The quantity and the phenotypes of desired T cell receptor engineered T (TCR-T) cells in the final cell product determine their in vivo anti-tumor efficacy. Optimization of key steps in the TCR-T cell production process, such as T cell activation, has been shown to improve cell quality. MATERIALS AND METHODS Using a modified TCR (mTCR) derived from mice transducing PBMCs, we assessed the proportions of low-density lipoprotein receptor (LDL-R) and mTCR expressing cells under the various activation conditions of CD3/CD28-Dynabeads or OKT3 via flow cytometry. RESULTS We demonstrate that the proportion of T cells expressing LDL-R post activation is positively correlated with the percentage of mTCR+CD8+ T cells with their less differentiated subtypes in the final product. In addition, we show that shifting the CD3/CD28-Dynabeads activation duration from a typical 48 h to 24 h can significantly increase the production of the desired mTCR+CD8+ T cells. Importantly, the percentages of TCR-T cells with less-differentiated phenotypes, namely mTCR central memory T cells (TCM), were found to be preserved with markedly higher efficiency when T cell activation was optimized. CONCLUSION Our findings suggest that the proportion of LDL-R+ T cells may serve as an early assessment parameter for evaluating TCR-T cell quality, possibly facilitating the functional and economical improvement of current adoptive therapy.
Collapse
Affiliation(s)
- Y I Wang
- Department of Immunology, College of Basic Medicine, Chongqing Medical University, Chongqing, P.R. China
- Chongqing Key Laboratory of Basic and Translational Research of Tumor Immunology, Chongqing Medical University, Chongqing, P.R. China
| | - Ya-Nan Hao
- Department of Immunology, College of Basic Medicine, Chongqing Medical University, Chongqing, P.R. China
- Chongqing Key Laboratory of Basic and Translational Research of Tumor Immunology, Chongqing Medical University, Chongqing, P.R. China
| | - Mei-Ying Shen
- Department of Endocrine Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, P.R. China
| | - Xiao-Jian Han
- Department of Immunology, College of Basic Medicine, Chongqing Medical University, Chongqing, P.R. China
- Chongqing Key Laboratory of Basic and Translational Research of Tumor Immunology, Chongqing Medical University, Chongqing, P.R. China
| | - Ying-Ming Wang
- Department of Immunology, College of Basic Medicine, Chongqing Medical University, Chongqing, P.R. China
- Chongqing Key Laboratory of Basic and Translational Research of Tumor Immunology, Chongqing Medical University, Chongqing, P.R. China
| | - Si-Yin Chen
- Department of Immunology, College of Basic Medicine, Chongqing Medical University, Chongqing, P.R. China
- Chongqing Key Laboratory of Basic and Translational Research of Tumor Immunology, Chongqing Medical University, Chongqing, P.R. China
| | - Jun-Fan Wang
- Department of Immunology, College of Basic Medicine, Chongqing Medical University, Chongqing, P.R. China
- Chongqing Key Laboratory of Basic and Translational Research of Tumor Immunology, Chongqing Medical University, Chongqing, P.R. China
| | - Wang Wang
- Department of Immunology, College of Basic Medicine, Chongqing Medical University, Chongqing, P.R. China
- Chongqing Key Laboratory of Basic and Translational Research of Tumor Immunology, Chongqing Medical University, Chongqing, P.R. China
| | - Ting-Ting Li
- Department of Immunology, College of Basic Medicine, Chongqing Medical University, Chongqing, P.R. China;
- Chongqing Key Laboratory of Basic and Translational Research of Tumor Immunology, Chongqing Medical University, Chongqing, P.R. China
| | - Ai-Shun Jin
- Department of Immunology, College of Basic Medicine, Chongqing Medical University, Chongqing, P.R. China;
- Chongqing Key Laboratory of Basic and Translational Research of Tumor Immunology, Chongqing Medical University, Chongqing, P.R. China
| |
Collapse
|
17
|
He T, Muhetaer M, Wu J, Wan J, Hu Y, Zhang T, Wang Y, Wang Q, Cai H, Lu Z. Immune Cell Infiltration Analysis Based on Bioinformatics Reveals Novel Biomarkers of Coronary Artery Disease. J Inflamm Res 2023; 16:3169-3184. [PMID: 37525634 PMCID: PMC10387251 DOI: 10.2147/jir.s416329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Accepted: 07/08/2023] [Indexed: 08/02/2023] Open
Abstract
Background Coronary artery disease (CAD) is a multifactorial immune disease, but research into the specific immune mechanism is still needed. The present study aimed to identify novel immune-related markers of CAD. Methods Three CAD-related datasets (GSE12288, GSE98583, GSE113079) were downloaded from the Gene Expression Integrated Database. Gene ontology annotation, Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis and weighted gene co-expression network analysis were performed on the common significantly differentially expressed genes (DEGs) of these three data sets, and the most relevant module genes for CAD obtained. The immune cell infiltration of module genes was evaluated with the CIBERSORT algorithm, and characteristic genes accompanied by their diagnostic effectiveness were screened by the machine-learning algorithm least absolute shrinkage and selection operator (LASSO) regression analysis. The expression levels of characteristic genes were evaluated in the peripheral blood mononuclear cells of CAD patients and healthy controls for verification. Results A total of 204 upregulated and 339 downregulated DEGs were identified, which were mainly enriched in the following pathways: "Apoptosis", "Th17 cell differentiation", "Th1 and Th2 cell differentiation", "Glycerolipid metabolism", and "Fat digestion and absorption". Five characteristic genes, LMAN1L, DOK4, CHFR, CEL and CCDC28A, were identified by LASSO analysis, and the results of the immune cell infiltration analysis indicated that the proportion of immune infiltrating cells (activated CD8 T cells and CD56 DIM natural killer cells) in the CAD group was lower than that in the control group. The expressions of CHFR, CEL and CCDC28A in the peripheral blood of the healthy controls and CAD patients were significantly different. Conclusion We identified CHFR, CEL and CCDC28A as potential biomarkers related to immune infiltration in CAD based on public data sets and clinical samples. This finding will contribute to providing a potential target for early noninvasive diagnosis and immunotherapy of CAD.
Collapse
Affiliation(s)
- Tianwen He
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Muheremu Muhetaer
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Jiahe Wu
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Jingjing Wan
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Yushuang Hu
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Tong Zhang
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Yunxiang Wang
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Qiongxin Wang
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Huanhuan Cai
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| | - Zhibing Lu
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Institute of Myocardial Injury and Repair, Wuhan University, Wuhan, People’s Republic of China
| |
Collapse
|
18
|
Macchi C, Moregola A, Norata GD, Ruscica M. Protocol to evaluate the impact of murine MCT1-deficient CD8 + T cells on adipogenesis. STAR Protoc 2023; 4:102301. [PMID: 37210722 DOI: 10.1016/j.xpro.2023.102301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 04/03/2023] [Accepted: 04/21/2023] [Indexed: 05/23/2023] Open
Abstract
The infiltration of activated T cells, such as CD8+ effector, in metabolic tissues plays a crucial role for the initiation and propagation of obesity-induced inflammation. Given the pivotal role of lactate transporter monocarboxylate transporter 1 (MCT1) in immune cell activation, we present a protocol for the isolation and activation of CD8+ T lymphocytes selectively lacking MCT1. We describe steps for the induction of adipocyte differentiation, CD8+ T isolation and activation, and adipocyte-CD8+ T cell co-culture. We then detail qPCR analysis on differentiated adipocytes. For complete details on the use and execution of this protocol, please refer to Macchi et al.1.
Collapse
Affiliation(s)
- Chiara Macchi
- Department of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti," Università degli Studi di Milano, 20133 Milan, Italy.
| | - Annalisa Moregola
- Department of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti," Università degli Studi di Milano, 20133 Milan, Italy.
| | - Giuseppe Danilo Norata
- Department of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti," Università degli Studi di Milano, 20133 Milan, Italy; SISA Center for the Study of Atherosclerosis, Bassini Hospital, Via M. Gorki 50, Cinisello Balsamo, 20092 Milan, Italy
| | - Massimiliano Ruscica
- Department of Pharmacological and Biomolecular Sciences "Rodolfo Paoletti," Università degli Studi di Milano, 20133 Milan, Italy; Department of Cardio-Thoracic-Vascular Diseases - Foundation IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, Italy.
| |
Collapse
|