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1.
Sci Transl Med ; 14(628): eabj7521, 2022 Jan 19.
Article in English | MEDLINE | ID: mdl-34698500

ABSTRACT

The drivers of critical coronavirus disease 2019 (COVID-19) remain unknown. Given major confounding factors such as age and comorbidities, true mediators of this condition have remained elusive. We used a multi-omics analysis combined with artificial intelligence in a young patient cohort where major comorbidities were excluded at the onset. The cohort included 47 "critical" (in the intensive care unit under mechanical ventilation) and 25 "non-critical" (in a non-critical care ward) patients with COVID-19 and 22 healthy individuals. The analyses included whole-genome sequencing, whole-blood RNA sequencing, plasma and blood mononuclear cell proteomics, cytokine profiling, and high-throughput immunophenotyping. An ensemble of machine learning, deep learning, quantum annealing, and structural causal modeling were used. Patients with critical COVID-19 were characterized by exacerbated inflammation, perturbed lymphoid and myeloid compartments, increased coagulation, and viral cell biology. Among differentially expressed genes, we observed up-regulation of the metalloprotease ADAM9. This gene signature was validated in a second independent cohort of 81 critical and 73 recovered patients with COVID-19 and was further confirmed at the transcriptional and protein level and by proteolytic activity. Ex vivo ADAM9 inhibition decreased severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) uptake and replication in human lung epithelial cells. In conclusion, within a young, otherwise healthy, cohort of individuals with COVID-19, we provide the landscape of biological perturbations in vivo where a unique gene signature differentiated critical from non-critical patients. We further identified ADAM9 as a driver of disease severity and a candidate therapeutic target.


Subject(s)
COVID-19 , ADAM Proteins , Artificial Intelligence , Humans , Intensive Care Units , Membrane Proteins , Respiration, Artificial , SARS-CoV-2
2.
J Exp Med ; 217(12)2020 12 07.
Article in English | MEDLINE | ID: mdl-32766723

ABSTRACT

The Nck-associated protein 1-like (NCKAP1L) gene, alternatively called hematopoietic protein 1 (HEM-1), encodes a hematopoietic lineage-specific regulator of the actin cytoskeleton. Nckap1l-deficient mice have anomalies in lymphocyte development, phagocytosis, and neutrophil migration. Here we report, for the first time, NCKAP1L deficiency cases in humans. In two unrelated patients of Middle Eastern origin, recessive mutations in NCKAP1L abolishing protein expression led to immunodeficiency, lymphoproliferation, and hyperinflammation with features of hemophagocytic lymphohistiocytosis. Immunophenotyping showed an inverted CD4/CD8 ratio with a major shift of both CD4+ and CD8+ cells toward memory compartments, in line with combined RNA-seq/proteomics analyses revealing a T cell exhaustion signature. Consistent with the core function of NCKAP1L in the reorganization of the actin cytoskeleton, patients' T cells displayed impaired early activation, immune synapse morphology, and leading edge formation. Moreover, knockdown of nckap1l in zebrafish led to defects in neutrophil migration. Hence, NCKAP1L mutations lead to broad immune dysregulation in humans, which could be classified within actinopathies.


Subject(s)
Immunologic Deficiency Syndromes/complications , Inflammation/complications , Lymphoproliferative Disorders/complications , Membrane Proteins/metabolism , Actins/metabolism , Animals , Cell Degranulation , Cell Proliferation , Child , Cytotoxicity, Immunologic , Family , Female , Homozygote , Humans , Immunologic Deficiency Syndromes/immunology , Immunological Synapses/metabolism , Infant , Inflammation/immunology , Inflammation/pathology , Lymphocyte Activation/immunology , Lymphoproliferative Disorders/immunology , Male , Membrane Proteins/chemistry , Membrane Proteins/deficiency , Membrane Proteins/genetics , Mutation/genetics , Pedigree , Phenotype , Syndrome , Zebrafish
3.
Bone Marrow Transplant ; 55(7): 1367-1378, 2020 07.
Article in English | MEDLINE | ID: mdl-32286503

ABSTRACT

Graft-versus-host disease (GVHD) and cytomegalovirus (CMV)-related complications are leading causes of mortality after unrelated-donor hematopoietic cell transplantation (UD-HCT). The non-conventional MHC class I gene MICB, alike MICA, encodes a stress-induced polymorphic NKG2D ligand. However, unlike MICA, MICB interacts with the CMV-encoded UL16, which sequestrates MICB intracellularly, leading to immune evasion. Here, we retrospectively analyzed the impact of mismatches in MICB amino acid position 98 (MICB98), a key polymorphic residue involved in UL16 binding, in 943 UD-HCT pairs who were allele-matched at HLA-A, -B, -C, -DRB1, -DQB1 and MICA loci. HLA-DP typing was further available. MICB98 mismatches were significantly associated with an increased incidence of acute (grade II-IV: HR, 1.20; 95% CI, 1.15 to 1.24; P < 0.001; grade III-IV: HR, 2.28; 95% CI, 1.56 to 3.34; P < 0.001) and chronic GVHD (HR, 1.21; 95% CI, 1.10 to 1.33; P < 0.001). MICB98 matching significantly reduced the effect of CMV status on overall mortality from a hazard ratio of 1.77 to 1.16. MICB98 mismatches showed a GVHD-independent association with a higher incidence of CMV infection/reactivation (HR, 1.84; 95% CI, 1.34 to 2.51; P < 0.001). Hence selecting a MICB98-matched donor significantly reduces the GVHD incidence and lowers the impact of CMV status on overall survival.


Subject(s)
Cytomegalovirus Infections , Graft vs Host Disease , Hematopoietic Stem Cell Transplantation , Amino Acids , Cytomegalovirus Infections/epidemiology , Cytomegalovirus Infections/prevention & control , Graft vs Host Disease/etiology , Graft vs Host Disease/prevention & control , Hematopoietic Stem Cell Transplantation/adverse effects , Humans , Incidence , Retrospective Studies
4.
Ann Rheum Dis ; 77(11): 1675-1687, 2018 11.
Article in English | MEDLINE | ID: mdl-30030262

ABSTRACT

OBJECTIVES: The objective of the present study was to explain why two siblings carrying both the same homozygous pathogenic mutation for the autoinflammatory disease hyper IgD syndrome, show opposite phenotypes, that is, the first being asymptomatic, the second presenting all classical characteristics of the disease. METHODS: Where single omics (mainly exome) analysis fails to identify culprit genes/mutations in human complex diseases, multiomics analyses may provide solutions, although this has been seldom used in a clinical setting. Here we combine exome, transcriptome and proteome analyses to decipher at a molecular level, the phenotypic differences between the two siblings. RESULTS: This multiomics approach led to the identification of a single gene-STAT1-which harboured a rare missense variant and showed a significant overexpression of both mRNA and protein in the symptomatic versus the asymptomatic sister. This variant was shown to be of gain of function nature, involved in an increased activation of the Janus kinase/signal transducer and activator of transcription signalling (JAK/STAT) pathway, known to play a critical role in inflammatory diseases and for which specific biotherapies presently exist. Pathway analyses based on information from differentially expressed transcripts and proteins confirmed the central role of STAT1 in the proposed regulatory network leading to an increased inflammatory phenotype in the symptomatic sibling. CONCLUSIONS: This study demonstrates the power of a multiomics approach to uncover potential clinically actionable targets for a personalised therapy. In more general terms, we provide a proteogenomics analysis pipeline that takes advantage of subject-specific genomic and transcriptomic information to improve protein identification and hence advance individualised medicine.


Subject(s)
Genes, Modifier , Mevalonate Kinase Deficiency/genetics , STAT1 Transcription Factor/genetics , Adult , Exome , Female , Gene Expression Profiling/methods , Humans , Middle Aged , Mutation, Missense , Phenotype , Polymorphism, Single Nucleotide , Proteomics/methods
6.
J Clin Invest ; 127(11): 4090-4103, 2017 Nov 01.
Article in English | MEDLINE | ID: mdl-28972538

ABSTRACT

Shwachman-Diamond syndrome (SDS) (OMIM #260400) is a rare inherited bone marrow failure syndrome (IBMFS) that is primarily characterized by neutropenia and exocrine pancreatic insufficiency. Seventy-five to ninety percent of patients have compound heterozygous loss-of-function mutations in the Shwachman-Bodian-Diamond syndrome (sbds) gene. Using trio whole-exome sequencing (WES) in an sbds-negative SDS family and candidate gene sequencing in additional SBDS-negative SDS cases or molecularly undiagnosed IBMFS cases, we identified 3 independent patients, each of whom carried a de novo missense variant in srp54 (encoding signal recognition particle 54 kDa). These 3 patients shared congenital neutropenia linked with various other SDS phenotypes. 3D protein modeling revealed that the 3 variants affect highly conserved amino acids within the GTPase domain of the protein that are critical for GTP and receptor binding. Indeed, we observed that the GTPase activity of the mutated proteins was impaired. The level of SRP54 mRNA in the bone marrow was 3.6-fold lower in patients with SRP54-mutations than in healthy controls. Profound reductions in neutrophil counts and chemotaxis as well as a diminished exocrine pancreas size in a SRP54-knockdown zebrafish model faithfully recapitulated the human phenotype. In conclusion, autosomal dominant mutations in SRP54, a key member of the cotranslation protein-targeting pathway, lead to syndromic neutropenia with a Shwachman-Diamond-like phenotype.


Subject(s)
Bone Marrow Diseases/genetics , Exocrine Pancreatic Insufficiency/genetics , Lipomatosis/genetics , Neutropenia/congenital , Signal Recognition Particle/genetics , Animals , Child , Congenital Bone Marrow Failure Syndromes , DNA Mutational Analysis , Female , Genetic Association Studies , Humans , Infant , Male , Models, Molecular , Neutropenia/genetics , Pancreas, Exocrine/metabolism , Phenotype , Protein Domains , Shwachman-Diamond Syndrome , Signal Recognition Particle/chemistry , Zebrafish
7.
J Am Soc Nephrol ; 26(11): 2659-68, 2015 Nov.
Article in English | MEDLINE | ID: mdl-25788525

ABSTRACT

Zinc-α2-glycoprotein (AZGP1) is a secreted protein synthesized by epithelial cells and adipocytes that has roles in lipid metabolism, cell cycling, and cancer progression. Our previous findings in AKI indicated a new role for AZGP1 in the regulation of fibrosis, which is a unifying feature of CKD. Using two models of chronic kidney injury, we now show that mice with genetic AZGP1 deletion develop significantly more kidney fibrosis. This destructive phenotype was rescued by injection of recombinant AZGP1. Exposure of AZGP1-deficient mice to cardiac stress by thoracic aortic constriction revealed that antifibrotic effects were not restricted to the kidney but were cardioprotective. In vitro, recombinant AZGP1 inhibited kidney epithelial dedifferentiation and antagonized fibroblast activation by negatively regulating TGF-ß signaling. Patient sera with high levels of AZGP1 similarly attenuated TGF-ß signaling in fibroblasts. Taken together, these findings indicate a novel role for AZGP1 as a negative regulator of fibrosis progression, suggesting that recombinant AZGP1 may have translational effect for treating fibrotic disease.


Subject(s)
Kidney Failure, Chronic/genetics , Kidney/metabolism , Myocardium/metabolism , Seminal Plasma Proteins/metabolism , Adipokines , Animals , Aorta/pathology , Carrier Proteins/metabolism , Cell Differentiation , Epithelium/pathology , Fibroblasts/metabolism , Fibrosis/pathology , Gene Deletion , Glycoproteins/metabolism , HEK293 Cells , Humans , Kidney/pathology , Kidney Diseases/metabolism , Kidney Failure, Chronic/metabolism , Male , Mice , Myocardium/pathology , Phosphorylation , Protein Biosynthesis , Rats , Recombinant Proteins/chemistry , Signal Transduction , Transforming Growth Factor beta/metabolism , Ureteral Obstruction/pathology , Zn-Alpha-2-Glycoprotein
8.
FEBS Lett ; 581(3): 394-400, 2007 Feb 06.
Article in English | MEDLINE | ID: mdl-17234189

ABSTRACT

Non-conventional major histocompatibility complex class I molecules are involved in a variety of physiological functions, most at the periphery of the immune system per se. Zinc-alpha(2)-glycoprotein (ZAG), the sole soluble member of this superfamily has been implicated in cachexia, a poorly understood yet life-threatening, severe wasting syndrome. To further ascertain the role of ZAG in lipid metabolism and perhaps the immune system, we inactivated both ZAG alleles by gene targeting in mice. Subjecting these ZAG deficient animals to standard or lipid rich food regimens led to increased body weight in comparison to identically treated wild-type mice. This phenotype appeared to correlate with a significant decrease in adipocytic lipolysis that could not be rescued by several pharmacological agents including beta(3)-adrenoreceptor agonists. Furthermore, in contrast to previously reported data, ZAG was found to be ubiquitously and constitutively expressed, with an especially high level in the mouse liver. No overt immunological phenotype was identified in these animals.


Subject(s)
Histocompatibility Antigens Class I/metabolism , Lipolysis/physiology , Seminal Plasma Proteins/metabolism , Adipocytes/metabolism , Adrenergic beta-3 Receptor Agonists , Alleles , Animals , Base Sequence , CHO Cells , Cricetinae , Cricetulus , DNA/genetics , Dietary Fats/administration & dosage , Gene Expression , Gene Targeting , HeLa Cells , Histocompatibility Antigens Class I/genetics , Humans , In Vitro Techniques , Liver/immunology , Liver/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , RNA, Messenger/genetics , RNA, Messenger/metabolism , Receptors, Adrenergic, beta-3/metabolism , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Seminal Plasma Proteins/genetics , Tissue Distribution , Transfection , Weight Gain , Zn-Alpha-2-Glycoprotein
9.
Thromb Haemost ; 93(5): 824-32, 2005 May.
Article in English | MEDLINE | ID: mdl-15886795

ABSTRACT

Factor VIII (FVIII) processing within mammalian cells is demonstrated to be much less efficient than proteins of similar size. The deletion of the B-domain from FVIII improves the level of production, due partly to the increase in mRNA synthesis. We aimed to characterise the cellular fate and the intracellular processing of the FVIII molecule devoid of B-domain. A B-domain deleted factor VIII (BDD-FVIII) possessing a furin consensus cleavage site in the connecting segment between the heavy and the light chain, was produced in CHO cell line. In such cells, FVIII was retained as two single chain products from which a majority was aggregated. The two species were located in Triton X-100 soluble (for 60-80%) and insoluble fractions (for 20-40%). The incubation of the expressing cells with tunicamycin (5 mug/ml) and the treatment of the intracellular species with a mixture of Neuraminidase and N-glycosidase-F revealed that both intracellular species were N-glycosylated. Furin over-expression neither diminished the intracellular FVIII contents nor improved its extracellular production. Intracellular FVIII was degraded through both lysosomal and proteasomal pathways as evidenced by inhibitor treatments (e.g. NH(4)Cl, leupeptin, clasto-Lactacystin beta-lactone and MG-132), pulse-chase analysis and confocal observations. This study demonstrates that a BDD-FVIII expressed in CHO cells is inefficiently processed consecutively to intracellular aggregation, proteasomal degradation, and routage to lysosomes.


Subject(s)
Factor VIII/physiology , Lysosomes/metabolism , Peptide Fragments/physiology , Proteasome Endopeptidase Complex/metabolism , Animals , Antigens, CD/biosynthesis , CHO Cells , Centrifugation, Density Gradient , Cricetinae , Detergents/pharmacology , Factor VIII/chemistry , Furin/chemistry , Glycosylation , Immunoblotting , Immunoprecipitation , Leupeptins/chemistry , Lysosomal Membrane Proteins , Microscopy, Confocal , Microscopy, Fluorescence , Neuraminidase/metabolism , Octoxynol/pharmacology , Peptide Fragments/chemistry , Peptide-N4-(N-acetyl-beta-glucosaminyl) Asparagine Amidase/metabolism , Protein Structure, Tertiary , Sucrose/pharmacology , Transfection , Tunicamycin/pharmacology
10.
Mol Cell ; 10(5): 1057-69, 2002 Nov.
Article in English | MEDLINE | ID: mdl-12453414

ABSTRACT

We have established a protocol allowing transient and inducible coexpression of many foreign genes in Drosophila S2 Schneider cells. With this powerful approach of reverse genetics, we studied the interaction of the protein tyrosine kinases Syk and Lyn with the B cell antigen receptor (BCR). We find that Lyn phosphorylates only the first tyrosine whereas Syk phosphorylates both tyrosines of the BCR immunoreceptor tyrosine-based activation motif (ITAM). Furthermore, we show that Syk is a positive allosteric enzyme, which is strongly activated by the binding to the phosphorylated ITAM tyrosines, thus initiating a positive feedback loop at the receptor. The BCR-dependent Syk activation and signal amplification is efficiently counterbalanced by protein tyrosine phosphatases, the activity of which is regulated by H(2)O(2) and the redox equilibrium inside the cell.


Subject(s)
Enzyme Precursors/metabolism , Protein-Tyrosine Kinases/metabolism , Receptors, Antigen, B-Cell/metabolism , Signal Transduction , Animals , Binding Sites , Blotting, Western , Cell Line , Drosophila , Glutathione Transferase/metabolism , Hydrogen Peroxide/pharmacology , Intracellular Signaling Peptides and Proteins , Models, Biological , Models, Genetic , Mutagenesis, Site-Directed , Oxidation-Reduction , Phosphorylation , Plasmids/metabolism , Protein Binding , Protein Structure, Tertiary , Syk Kinase , Transfection , Tyrosine/metabolism , src-Family Kinases/metabolism
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