ABSTRACT
The key immunologic signatures associated with clinical outcomes after posttransplant cyclophosphamide (PTCy)-based HLA-haploidentical (haplo) and HLA-matched bone marrow transplantation (BMT) are largely unknown. To address this gap in knowledge, we used machine learning to decipher clinically relevant signatures from immunophenotypic, proteomic, and clinical data and then examined transcriptome changes in the lymphocyte subsets that predicted major posttransplant outcomes. Kinetics of immune subset reconstitution after day 28 were similar for 70 patients undergoing haplo and 75 patients undergoing HLA-matched BMT. Machine learning based on 35 candidate factors (10 clinical, 18 cellular, and 7 proteomic) revealed that combined elevations in effector CD4+ conventional T cells (Tconv) and CXCL9 at day 28 predicted acute graft-versus-host disease (aGVHD). Furthermore, higher NK cell counts predicted improved overall survival (OS) due to a reduction in both nonrelapse mortality and relapse. Transcriptional and flow-cytometric analyses of recovering lymphocytes in patients with aGVHD identified preserved hallmarks of functional CD4+ regulatory T cells (Tregs) while highlighting a Tconv-driven inflammatory and metabolic axis distinct from that seen with conventional GVHD prophylaxis. Patients developing early relapse displayed a loss of inflammatory gene signatures in NK cells and a transcriptional exhaustion phenotype in CD8+ T cells. Using a multimodality approach, we highlight the utility of systems biology in BMT biomarker discovery and offer a novel understanding of how PTCy influences alloimmune responses. Our work charts future directions for novel therapeutic interventions after these increasingly used GVHD prophylaxis platforms. Specimens collected on NCT0079656226 and NCT0080927627 https://clinicaltrials.gov/.
Subject(s)
Bone Marrow Transplantation , Cyclophosphamide/therapeutic use , Graft vs Host Disease/diagnosis , Immunosuppressive Agents/therapeutic use , Adult , Bone Marrow Transplantation/adverse effects , Female , Graft vs Host Disease/genetics , Graft vs Host Disease/immunology , Humans , Immune Reconstitution , Immunophenotyping , Killer Cells, Natural/immunology , Killer Cells, Natural/metabolism , Lymphocyte Subsets/immunology , Lymphocyte Subsets/metabolism , Machine Learning , Male , Middle Aged , Proteomics , Transcriptome , Young AdultABSTRACT
INTRODUCTION: In 2020. the COVID-19 pandemic presented an additional source of stress and anxiety not just to the general population but also to medical students who are, even under normal circumstances, constantly under pressure due to demanding student duties. In addition, they experienced a series of devastating earthquakes in and around the Zagreb region which altogether could have had compromised their psychological well-being. The aim of this review was to evaluate the psychological effects of these two natural disasters on the mental health of Croatian medical students. RESULTS: According to standardized questionnaires for depression and anxiety evaluation, 75.3% of students were anxious and 65.2% were depressive during the "double crisis". No significant difference of these two outcomes was observed regarding genders, but it was found that first year students had a significantly higher anxiety score than older ones. CONCLUSION: In such stressful situations, we should emphasize the importance of mental health not just of healthcare workers, but also of medical students in order to prevent serious psychological consequences and to alleviate the negative effects on students' motivation and their educational process.
Subject(s)
COVID-19 , Earthquakes , Students, Medical , Depression , Female , Humans , Male , Pandemics , SARS-CoV-2ABSTRACT
Allogeneic hematopoietic stem cell transplantation is hampered by chronic graft-versus-host disease (cGVHD), resulting in multiorgan fibrosis and diminished function. Fibrosis in lung and skin leads to progressive bronchiolitis obliterans (BO) and scleroderma, respectively, for which new treatments are needed. We evaluated pirfenidone, a Food and Drug Administration (FDA)-approved drug for idiopathic pulmonary fibrosis, for its therapeutic effect in cGVHD mouse models with distinct pathophysiology. In a full major histocompatibility complex (MHC)-mismatched, multiorgan system model with BO, donor T-cell responses that support pathogenic antibody production are required for cGVHD development. Pirfenidone treatment beginning one month post-transplant restored pulmonary function and reversed lung fibrosis, which was associated with reduced macrophage infiltration and transforming growth factor-ß production. Pirfenidone dampened splenic germinal center B-cell and T-follicular helper cell frequencies that collaborate to produce antibody. In both a minor histocompatibility antigen-mismatched as well as a MHC-haploidentical model of sclerodermatous cGVHD, pirfenidone significantly reduced macrophages in the skin, although clinical improvement of scleroderma was only seen in one model. In vitro chemotaxis assays demonstrated that pirfenidone impaired macrophage migration to monocyte chemoattractant protein-1 (MCP-1) as well as IL-17A, which has been linked to cGVHD generation. Taken together, our data suggest that pirfenidone is a potential therapeutic agent to ameliorate fibrosis in cGVHD.
Subject(s)
Graft vs Host Disease/prevention & control , Hematopoietic Stem Cell Transplantation , Macrophages/immunology , Pyridones/pharmacology , Skin Diseases/prevention & control , Transforming Growth Factor beta/immunology , Allografts , Animals , B-Lymphocytes/immunology , B-Lymphocytes/pathology , Bronchiolitis Obliterans/genetics , Bronchiolitis Obliterans/immunology , Bronchiolitis Obliterans/pathology , Bronchiolitis Obliterans/prevention & control , Chemokine CCL2/genetics , Chemokine CCL2/immunology , Disease Models, Animal , Graft vs Host Disease/genetics , Graft vs Host Disease/immunology , Graft vs Host Disease/pathology , Interleukin-17/genetics , Interleukin-17/immunology , Macrophages/pathology , Mice , Mice, Mutant Strains , Pulmonary Fibrosis/genetics , Pulmonary Fibrosis/immunology , Pulmonary Fibrosis/pathology , Pulmonary Fibrosis/prevention & control , Skin Diseases/genetics , Skin Diseases/immunology , Skin Diseases/pathology , T-Lymphocytes, Helper-Inducer/immunology , T-Lymphocytes, Helper-Inducer/pathology , Transforming Growth Factor beta/geneticsABSTRACT
Chronic graft-versus-host disease (cGVHD) remains a major complication following allogeneic bone marrow transplantation (BMT). The discovery of novel therapeutics is dependent on assessment in preclinical murine models of cGVHD. Rho-associated kinase 2 (ROCK2) recently was shown to be implicated in regulation of interleukin-21 (IL-21) and IL-17 secretion in mice and humans. Here, we report that the selective ROCK2 inhibitor KD025 effectively ameliorates cGVHD in multiple models: a full major histocompatibility complex (MHC) mismatch model of multiorgan system cGVHD with bronchiolitis obliterans syndrome and a minor MHC mismatch model of sclerodermatous GVHD. Treatment with KD025 resulted in normalization of pathogenic pulmonary function, which correlates with a marked reduction of antibody and collagen deposition in the lungs of treated mice to levels comparable to non-cGVHD controls. Spleens of mice treated with KD025 had decreased frequency of T follicular helper cells and increased frequency of T follicular regulatory cells, accompanied by a reduction in signal transducer and activator of transcription 3 (STAT3) and concurrent increase in STAT5 phosphorylation. The critical role of STAT3 in this cGVHD model was confirmed by data showing that mice transplanted with inducible STAT3-deficient T cells had pulmonary function comparable to the healthy negative controls. The therapeutic potential of targeted ROCK2 inhibition in the clinic was solidified further by human data demonstrating the KD025 inhibits the secretion of IL-21, IL-17, and interferon γ along with decreasing phosphorylated STAT3 and reduced protein expression of interferon regulatory factor 4 and B-cell lymphoma 6 (BCL6) in human peripheral blood mononuclear cells purified from active cGVHD patients. Together these data highlight the potential of targeted ROCK2 inhibition for clinical cGVHD therapy.
Subject(s)
Graft vs Host Disease/enzymology , Protein Kinase Inhibitors/therapeutic use , STAT3 Transcription Factor/physiology , rho-Associated Kinases/antagonists & inhibitors , Animals , Bronchiolitis Obliterans/drug therapy , Bronchiolitis Obliterans/etiology , Bronchiolitis Obliterans/physiopathology , Chronic Disease , Cytokines/biosynthesis , Cytokines/genetics , Drug Evaluation, Preclinical , Graft vs Host Disease/drug therapy , Humans , Leukocytes, Mononuclear/metabolism , Lung/physiopathology , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Molecular Targeted Therapy , Nuclear Receptor Subfamily 1, Group F, Member 3/biosynthesis , Nuclear Receptor Subfamily 1, Group F, Member 3/genetics , Protein Kinase Inhibitors/pharmacology , Protein Processing, Post-Translational/drug effects , Proto-Oncogene Proteins c-bcl-6/biosynthesis , Proto-Oncogene Proteins c-bcl-6/genetics , STAT3 Transcription Factor/deficiency , Specific Pathogen-Free Organisms , Spleen/pathology , T-Lymphocyte Subsets/drug effects , T-Lymphocyte Subsets/pathology , T-Lymphocyte Subsets/transplantation , rho-Associated Kinases/physiologyABSTRACT
Novel therapies for chronic graft-versus-host disease (cGVHD) are needed. Aberrant B-cell activation has been demonstrated in mice and humans with cGVHD. Having previously found that human cGVHD B cells are activated and primed for survival, we sought to further evaluate the role of the spleen tyrosine kinase (Syk) in cGVHD in multiple murine models and human peripheral blood cells. In a murine model of multiorgan system, nonsclerodermatous disease with bronchiolitis obliterans where cGVHD is dependent on antibody and germinal center (GC) B cells, we found that activation of Syk was necessary in donor B cells, but not T cells, for disease progression. Bone marrow-specific Syk deletion in vivo was effective in treating established cGVHD, as was a small-molecule inhibitor of Syk, fostamatinib, which normalized GC formation and decreased activated CD80/86(+) dendritic cells. In multiple distinct models of sclerodermatous cGVHD, clinical and pathological disease manifestations were not eliminated when mice were therapeutically treated with fostamatinib, though both clinical and immunologic effects could be observed in one of these scleroderma models. We further demonstrated that Syk inhibition was effective at inducing apoptosis of human cGVHD B cells. Together, these data demonstrate a therapeutic potential of targeting B-cell Syk signaling in cGVHD.
Subject(s)
B-Lymphocytes/enzymology , Graft vs Host Disease/enzymology , Intracellular Signaling Peptides and Proteins/metabolism , Lymphocyte Activation/immunology , Protein-Tyrosine Kinases/metabolism , Aminopyridines , Animals , B-Lymphocytes/immunology , Disease Models, Animal , Enzyme Inhibitors/pharmacology , Female , Flow Cytometry , Fluorescent Antibody Technique , Graft vs Host Disease/immunology , Humans , Mice , Mice, Inbred C57BL , Morpholines , Oxazines/pharmacology , Pyridines/pharmacology , Pyrimidines , Syk KinaseABSTRACT
Recent studies have suggested that plasma-derived proteins may be potential biomarkers relevant for graft-versus-host disease and/or non-relapse mortality occurring after allogeneic blood or marrow transplantation. However, none of these putative biomarkers have been assessed in patients treated either with human leukocyte antigen-haploidentical blood or marrow transplantation or with post-transplantation cyclophosphamide, which has been repeatedly associated with low rates of severe acute graft-versus-host disease, chronic graft-versus-host disease, and non-relapse mortality. We explored whether seven of these plasma-derived proteins, as measured by enzyme-linked immunosorbent assays, were predictive of clinical outcomes in post-transplantation cyclophosphamide-treated patients using plasma samples collected at serial predetermined timepoints from patients treated on prospective clinical studies of human leukocyte antigen-haploidentical (n=58; clinicaltrials.gov Identifier: 00796562) or human leukocyte antigen-matched-related or -unrelated (n=100; clinicaltrials.gov Identifiers: 00134017 and 00809276) T-cell-replete bone marrow transplantation. Day 30 levels of interleukin-2 receptor α, tumor necrosis factor receptor 1, serum STimulation-2 (IL1RL1 gene product), and regenerating islet-derived 3-α all had high areas under the curve of 0.74-0.97 for predicting non-relapse mortality occurrence by 3 months post-transplant in both the human leukocyte antigen-matched and human leukocyte antigen-haploidentical cohorts. In both cohorts, all four of these proteins were also predictive of subsequent non-relapse mortality occurring by 6, 9, or 12 months post-transplant and were significantly associated with non-relapse mortality in univariable analyses. Furthermore, day 30 elevations of interleukin-2 receptor α were associated with grade II-IV and III-IV acute graft-versus-host disease occurring after day 30 in both cohorts. These data confirm that plasma-derived proteins previously assessed in other transplantation platforms appear to retain prognostic and predictive utility in patients treated with post-transplantation cyclophosphamide.
Subject(s)
Biomarkers/blood , Bone Marrow Transplantation/methods , Cyclophosphamide/therapeutic use , HLA Antigens/analysis , Hematologic Neoplasms/therapy , Adult , Aged , Antineoplastic Agents, Alkylating/therapeutic use , Female , Graft vs Host Disease/diagnosis , Graft vs Host Disease/prevention & control , Hematologic Neoplasms/mortality , Histocompatibility Testing , Humans , Interleukin-1 Receptor-Like 1 Protein/blood , Interleukin-2 Receptor alpha Subunit/blood , Male , Middle Aged , Pancreatitis-Associated Proteins/blood , Prospective Studies , Proteomics , Receptors, Tumor Necrosis Factor, Type I/blood , Survival Rate , Time Factors , Transplantation Conditioning , Transplantation, HomologousABSTRACT
BACKGROUND: Despite broad and intense conventional immunosuppression, long-term survival after lung transplantation lags behind that for other solid organ transplants, primarily because of allograft rejection. Therefore, new strategies to promote lung allograft acceptance are urgently needed. The purpose of the present study was to induce allograft tolerance with a protocol compatible with deceased donor organ utilization. METHODS: Using the major histocompatibility complex-mismatched mouse orthotopic lung transplant model, we investigated a conditioning regimen consisting of pretransplant T cell depletion, low-dose total body irradiation and posttransplant (donor) bone marrow, and splenocyte infusion followed by posttransplantation cyclophosphamide. RESULTS: Our results show that C57BL/6 recipients of BALB/c lung allografts undergoing this complete short-duration nonmyeloablative conditioning regimen had durable lung allograft acceptance. Mice that lacked 1 or more components of this regimen exhibited significant graft loss. Mechanistically, animals with lung allograft acceptance had established higher levels of donor chimerism, lymphocyte responses which were attenuated to donor antigens but maintained to third-party antigens, and clonal deletion of donor-reactive host Vß T cells. Frequencies of Foxp3 T regulatory cells were comparable in both surviving and rejected allografts implying that their perturbation was not a dominant cell-regulatory mechanism. Donor chimerism was indispensable for sustained tolerance, as evidenced by acute rejection of allografts in established chimeric recipients of posttransplantation cyclophosphamide after a chimerism-ablating secondary recipient lymphocyte infusion. CONCLUSIONS: Together, these data provide proof-of-concept for establishing lung allograft tolerance with tandem donor bone marrow transplantation using a short-duration nonmyeloablative conditioning regimen and posttransplant cyclophosphamide.
Subject(s)
Bone Marrow Cells/cytology , Lung Transplantation/methods , Major Histocompatibility Complex/immunology , Transplantation Conditioning/methods , Allografts , Animals , Bone Marrow Transplantation , Cyclophosphamide/pharmacology , Forkhead Transcription Factors/metabolism , Graft Rejection/immunology , Graft Survival , Graft vs Host Disease , Immune Tolerance/drug effects , Lymphocyte Depletion , Lymphocytes/cytology , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , T-Lymphocytes/cytology , Time Factors , Transplantation Chimera/immunology , Transplantation Tolerance , Transplantation, HomologousABSTRACT
Posttransplantation cyclophosphamide (PTCy) effectively prevents graft-versus-host disease (GVHD), but its immunologic impact is poorly understood. We assessed lymphocyte reconstitution via flow cytometry (n = 74) and antigen receptor sequencing (n = 35) in recipients of myeloablative, HLA-matched allogeneic BM transplantation using PTCy. Recovering T cells were primarily phenotypically effector memory with lower T cell receptor ß (TRB) repertoire diversity than input donor repertoires. Recovering B cells were predominantly naive with immunoglobulin heavy chain locus (IGH) repertoire diversity similar to donors. Numerical T cell reconstitution and TRB diversity were strongly associated with recipient cytomegalovirus seropositivity. Global similarity between input donor and recipient posttransplant repertoires was uniformly low at 1-2 months after transplant but increased over the balance of the first posttransplant year. Blood TRB repertoires at ≥3 months after transplant were often dominated by clones present in the donor blood/marrow memory CD8+ compartment. Limited overlap was observed between the TRB repertoires of T cells infiltrating the skin or gastrointestinal tract versus the blood. Although public TRB sequences associated with herpesvirus- or alloantigen-specific CD8+ T cells were detected in some patients, posttransplant TRB and IGH repertoires were unique to each individual. These data define the immune dynamics occurring after PTCy and establish a benchmark against which immune recovery after other transplantation approaches can be compared.