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1.
Res Sq ; 2024 Sep 09.
Article in English | MEDLINE | ID: mdl-39315268

ABSTRACT

Hidradenitis suppurativa (HS) is a chronic inflammatory skin condition characterized by painful nodules, abscesses, and scarring, predominantly affecting intertriginous regions and it is often underdiagnosed. This study aimed to utilize single cell RNA and cell-surface protein sequencing (CITE-Seq) to delineate the immune composition of circulating cells in Hidradenitis suppurativa (HS) peripheral blood compared to healthy controls. CITE-Seq was used to analyze the gene and protein expression profiles of peripheral blood mononuclear cells (PBMCs) from 9 HS and 29 healthy controls. The study identified significant differences cell composition between HS patients and healthy controls, including increased proportions of CD14+ and CD16+ monocytes, cDC2, plasmablasts, and proliferating CD4+ T cells in HS patients. Differential expression analysis revealed upregulation of inflammatory markers such as TNF, IL1B, and NF-κB in monocytes, as well as chemokines and cell adhesion molecules involved in immune cell recruitment and tissue infiltration. Pathway enrichment analysis highlighted the involvement of IL-17, IL-26 and TNF signaling pathways in HS pathogenesis. Machine learning identified key markers for diagnostics and therapeutic development. The findings also support the potential for machine learning models to aid in the diagnosis of HS based on immune cell markers. These insights may inform future therapeutic strategies targeting specific immune pathways in HS.

2.
Br J Haematol ; 205(1): 20-21, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38763166

ABSTRACT

Histiocytic diseases arise from MAPK mutations in myeloid progenitors. Depending on whether the progenitor follows a dendritic cell or macrophage/monocyte lineage the final histology results in Langerhans cell histiocytosis, Rosai-Dorfman disease or Erdheim-Chester disease. Commentary on: Friedman et al. Mixed histiocytic neoplasms: A multicentre series revealing diverse somatic mutations and responses to targeted therapy. Br J Haematol 2024;205:127-137.


Subject(s)
Mutation , Humans , Erdheim-Chester Disease/genetics , Erdheim-Chester Disease/pathology , Erdheim-Chester Disease/diagnosis , Histiocytosis, Langerhans-Cell/genetics , Histiocytosis, Langerhans-Cell/pathology , Histiocytosis, Langerhans-Cell/diagnosis , Histiocytosis, Sinus/pathology , Histiocytosis, Sinus/diagnosis , Histiocytosis, Sinus/genetics
3.
Cancer ; 130(14): 2416-2439, 2024 Jul 15.
Article in English | MEDLINE | ID: mdl-38687639

ABSTRACT

Langerhans cell histiocytosis (LCH) is a myeloid neoplastic disorder characterized by lesions with CD1a-positive/Langerin (CD207)-positive histiocytes and inflammatory infiltrate that can cause local tissue damage and systemic inflammation. Clinical presentations range from single lesions with minimal impact to life-threatening disseminated disease. Therapy for systemic LCH has been established through serial trials empirically testing different chemotherapy agents and durations of therapy. However, fewer than 50% of patients who have disseminated disease are cured with the current standard-of-care vinblastine/prednisone/(mercaptopurine), and treatment failure is associated with long-term morbidity, including the risk of LCH-associated neurodegeneration. Historically, the nature of LCH-whether a reactive condition versus a neoplastic/malignant condition-was uncertain. Over the past 15 years, seminal discoveries have broadly defined LCH pathogenesis; specifically, activating mitogen-activated protein kinase pathway mutations (most frequently, BRAFV600E) in myeloid precursors drive lesion formation. LCH therefore is a clonal neoplastic disorder, although secondary inflammatory features contribute to the disease. These paradigm-changing insights offer a promise of rational cures for patients based on individual mutations, clonal reservoirs, and extent of disease. However, the pace of clinical trial development behind lags the kinetics of translational discovery. In this review, the authors discuss the current understanding of LCH biology, clinical characteristics, therapeutic strategies, and opportunities to improve outcomes for every patient through coordinated agent prioritization and clinical trial efforts.


Subject(s)
Histiocytosis, Langerhans-Cell , Humans , Histiocytosis, Langerhans-Cell/drug therapy
5.
J Invest Dermatol ; 143(12): 2397-2407.e8, 2023 12.
Article in English | MEDLINE | ID: mdl-37419445

ABSTRACT

Keratoacanthoma (KA) is a common keratinocyte neoplasm that is regularly classified as a type of cutaneous squamous cell carcinoma (cSCC) despite demonstrating benign behavior. Differentiating KA from well-differentiated cSCC is difficult in many cases due to the substantial overlap of clinical and histological features. Currently, no reliable discriminating markers have been defined, and consequently, KAs are often treated similarly to cSCC, creating unnecessary surgical morbidity and healthcare costs. In this study, we used RNA sequencing to identify key differences in transcriptomes between KA and cSCC, which suggested divergent keratinocyte populations between each tumor. Imaging mass cytometry was then used to identify single-cell tissue characteristics, including cellular phenotype, frequency, topography, functional status, and interactions between KA and well-differentiated cSCC. We found that cSCC had significantly increased proportions of Ki67+ keratinocytes among tumor keratinocytes, which were dispersed significantly throughout non-basal keratinocyte communities. In cSCC, regulatory T-cells were more prevalent and held greater suppressive capacity. Furthermore, cSCC regulatory T-cells, tumor-associated macrophages, and fibroblasts had significant associations with Ki67+ keratinocytes as opposed to avoidances with KA, indicating a more immunosuppressive environment. Our data suggest that multicellular spatial features can serve as a foundation to enhance the histological discrimination of ambiguous KA and cSCC lesions.


Subject(s)
Carcinoma, Squamous Cell , Keratoacanthoma , Skin Neoplasms , Humans , Carcinoma, Squamous Cell/diagnosis , Carcinoma, Squamous Cell/genetics , Keratoacanthoma/diagnosis , Keratoacanthoma/genetics , Ki-67 Antigen , Skin Neoplasms/diagnosis , Skin Neoplasms/genetics , Keratinocytes
7.
Front Immunol ; 14: 1167021, 2023.
Article in English | MEDLINE | ID: mdl-37215102

ABSTRACT

Hidradenitis suppurativa (HS) is a chronic inflammatory skin condition that can manifest with abscesses, sinus tracts, and scarring in the intertriginous areas of the body. HS is characterized by immune dysregulation, featuring elevated levels of myeloid cells, T helper (Th) cells, and pro-inflammatory cytokines, particularly those involved in Th1- and Th17-mediated immunity. In most epidemiological studies, HS shows a strong female sex bias, with reported female-to-male ratios estimated at roughly 3:1, suggesting that sex-related factors contribute to HS pathophysiology. In this article, we review the role of intrinsic and extrinsic factors that contribute to immunological differences between the sexes and postulate their role in the female sex bias observed in HS. We discuss the effects of hormones, X chromosome dosage, genetics, the microbiome, and smoking on sex-related differences in immunity to postulate potential immunological mechanisms in HS pathophysiology. Future studies are required to better characterize sex-biased factors that contribute to HS disease presentations.


Subject(s)
Hidradenitis Suppurativa , Male , Humans , Female , Hidradenitis Suppurativa/etiology , Sexism , Cytokines , Th17 Cells , Abscess
8.
bioRxiv ; 2023 Jan 28.
Article in English | MEDLINE | ID: mdl-36891290

ABSTRACT

Background: Hidradenitis suppurativa (HS) is a multifactorial, inflammatory skin disease. Increased systemic inflammatory comorbidities and serum cytokines highlight systemic inflammation as a feature of HS. However, the specific immune cell subsets contributing to systemic and cutaneous inflammation have not been resolved. Objective: Identify features of peripheral and cutaneous immune dysregulation. Methods: Here, we generated whole-blood immunomes by mass cytometry. We performed a meta-analysis of RNA-seq data, immunohistochemistry, and imaging mass cytometry to characterize the immunological landscape of skin lesions and perilesions from patients with HS. Results: Blood from patients with HS exhibited lower frequencies of natural killer cells, dendritic cells, and classical (CD14+CD16-) and nonclassical (CD14-CD16+) monocytes, as well as higher frequencies of Th17 cells and intermediate (CD14+CD16+) monocytes than blood from healthy controls. Classical and intermediate monocytes from patients with HS had increased expression of skin-homing chemokine receptors. Furthermore, we identified a CD38+ intermediate monocyte subpopulation that was more abundant in the immunome of blood from patients with HS. Meta-analysis of RNA-seq data found higher CD38 expression in lesional HS skin than in perilesional skin, and markers of classical monocyte infiltration. Imaging mass cytometry showed that CD38+ classical monocytes and CD38+ monocyte-derived macrophages were more abundant in lesional HS skin. Conclusion: Overall, we report targeting CD38 may be worth pursuing in clinical trials. Key Messages: 3.Monocyte subsets express markers of activation in circulation and HS lesionsTargeting CD38 may be a viable strategy for treating systemic and cutaneous inflammation in patients with HS. Capsule Summary: 4.Dysregulated immune cells in patients with HS express CD38 and may be targeting by anti-CD38 immunotherapy.

9.
Res Sq ; 2023 Feb 24.
Article in English | MEDLINE | ID: mdl-36865257

ABSTRACT

Hidradenitis suppurativa (HS) is a multifactorial, inflammatory skin disease. Increased systemic inflammatory comorbidities and serum cytokines highlight systemic inflammation as a feature of HS. However, the specific immune cell subsets contributing to systemic and cutaneous inflammation have not been resolved. Here, we generated whole-blood immunomes by mass cytometry. We performed a meta-analysis of RNA-seq data, immunohistochemistry, and imaging mass cytometry to characterize the immunological landscape of skin lesions and perilesions from patients with HS. Blood from patients with HS exhibited lower frequencies of natural killer cells, dendritic cells, and classical (CD14+CD16-) and nonclassical (CD14-CD16+) monocytes, as well as higher frequencies of Th17 cells and intermediate (CD14+CD16+) monocytes than blood from healthy controls. Classical and intermediate monocytes from patients with HS had increased expression of skin-homing chemokine receptors. Furthermore, we identified a CD38+ intermediate monocyte subpopulation that was more abundant in the immunome of blood from patients with HS. Meta-analysis of RNA-seq data found higher CD38 expression in lesional HS skin than in perilesional skin, and markers of classical monocyte infiltration. Imaging mass cytometry showed that CD38+ classical monocytes and CD38+ monocyte-derived macrophages were more abundant in lesional HS skin. Overall, we report targeting CD38 may be worth pursuing in clinical trials.

10.
bioRxiv ; 2023 Jan 27.
Article in English | MEDLINE | ID: mdl-36747861

ABSTRACT

Large scale meta-analyses of genomics and genetics have spurred research in a number of fields, such as cancer, genetics and immunology. Publicly available 'omics databases provide valuable hypothesis generating and validation tools. To date, no such initiative has been undertaken for Hidradenitis Suppurativa (HS), an inflammatory skin disease of unknown etiology. We present here, a longitudinal initiative seeking to aggregate publicly available 'omics data to enhance research efforts in HS. In its first iteration, we include bulk and single-cell RNA sequencing data from untreated HS patients. Our data, aggregated from publicly available GEO datasets provides a tool to profile gene expression in specific tissue types (i.e. lesional, perilesional, nonlesional and healthy skin) as well as map cell-specific gene expression on single-cell data from HS lesions.

11.
Int J Dermatol ; 62(1): 97-102, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36416618

ABSTRACT

Effective leadership is imperative for dermatologists and clinically has been shown to improve team efficacy, patient outcomes, and staff engagement, as well as reduce physician burnout and medical errors. Dermatologists are expected to exercise leadership in a variety of contexts during their professional careers, but despite the demonstrated benefit of effective leadership on improving clinical outcomes and reducing burnout, there is a lack of formal leadership training in residency programs, especially in the field of dermatology. The purpose of this review is to elucidate the current understanding of effective leadership for dermatologists, with a focus on leadership models and select strategies that dermatologists may implement in their daily practice to become more efficacious leaders. This review also seeks to provide a summary of existing opportunities for leadership in the field of dermatology. A narrative review was performed in 2022 examining leadership models as determined by the top results in PubMed with search term "Leadership Models". These models were then related to the field of dermatology. In addition, existing leadership opportunities, as determined through PubMed and Google searches, were reviewed and summarized. There are several medical and non-medical leadership models that can be applied to the field of dermatology. There are many opportunities to gain leadership experience for dermatologists and dermatologists in training; however, there is still a demonstrated need for more opportunities. Through the application of basic leadership principles, dermatologists will experience improved satisfaction and enhanced outcomes.


Subject(s)
Dermatology , Internship and Residency , Humans , Leadership , Dermatology/education , Surveys and Questionnaires
12.
Front Genet ; 13: 918858, 2022.
Article in English | MEDLINE | ID: mdl-36092908

ABSTRACT

Hidradenitis suppurativa (HS) is a multifactorial chronic skin disease characterized by inflammation around the hair follicles commonly affecting intertriginous areas. The underlying pathogenesis of HS and its molecular mechanisms are largely understudied. Genetic studies in families have identified variants within the γ-secretase complex associated with HS; however, no definitive genotype-phenotype correlations have been made. The lack of knowledge regarding the intersection of genetics, immunology and environmental risk factors is a major obstacle to improving treatment for patients with HS. This article provides an overview of the role of race, genetics, and immunology in HS to provide insight into the multiple factors influencing the pathophysiology of HS.

13.
Cell Discov ; 8(1): 89, 2022 Sep 09.
Article in English | MEDLINE | ID: mdl-36085197

ABSTRACT

Infection of human peripheral blood cells by SARS-CoV-2 has been debated because immune cells lack mRNA expression of both angiotensin-converting enzyme 2 (ACE2) and transmembrane serine protease type 2 (TMPRSS2). Herein we demonstrate that resting primary monocytes harbor abundant cytoplasmic ACE2 and TMPRSS2 protein and that circulating exosomes contain significant ACE2 protein. Upon ex vivo TLR4/7/8 stimulation, cytoplasmic ACE2 was quickly translocated to the monocyte cell surface independently of ACE2 transcription, while TMPRSS2 surface translocation occurred in conjunction with elevated mRNA expression. The rapid translocation of ACE2 to the monocyte cell surface was blocked by the endosomal trafficking inhibitor endosidin 2, suggesting that endosomal ACE2 could be derived from circulating ACE2-containing exosomes. TLR-stimulated monocytes concurrently expressing ACE2 and TMPRSS2 on the cell surface were efficiently infected by SARS-CoV-2, which was significantly mitigated by remdesivir, TMPRSS2 inhibitor camostat, and anti-ACE2 antibody. Mass cytometry showed that ACE2 surface translocation in peripheral myeloid cells from patients with severe COVID-19 correlated with its hyperactivation and PD-L1 expression. Collectively, TLR4/7/8-induced ACE2 translocation with TMPRSS2 expression makes circulating monocytes permissive to SARS-CoV-2 infection.

14.
JCI Insight ; 6(12)2021 06 22.
Article in English | MEDLINE | ID: mdl-34003798

ABSTRACT

Hepatocellular carcinoma (HCC) is the sixth most common and the fourth most deadly cancer worldwide. The development cost of new therapeutics is a major limitation in patient outcomes. Importantly, there is a paucity of preclinical HCC models in which to test new small molecules. Herein, we implemented potentially novel patient-derived organoid (PDO) and patient-derived xenografts (PDX) strategies for high-throughput drug screening. Omacetaxine, an FDA-approved drug for chronic myelogenous leukemia (CML), was found to be a top effective small molecule in HCC PDOs. Next, omacetaxine was tested against a larger cohort of 40 human HCC PDOs. Serial dilution experiments demonstrated that omacetaxine is effective at low (nanomolar) concentrations. Mechanistic studies established that omacetaxine inhibits global protein synthesis, with a disproportionate effect on short-half-life proteins. High-throughput expression screening identified molecular targets for omacetaxine, including key oncogenes, such as PLK1. In conclusion, by using an innovative strategy, we report - for the first time to our knowledge - the effectiveness of omacetaxine in HCC. In addition, we elucidate key mechanisms of omacetaxine action. Finally, we provide a proof-of-principle basis for future studies applying drug screening PDOs sequenced with candidate validation in PDX models. Clinical trials could be considered to evaluate omacetaxine in patients with HCC.


Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , Carcinoma, Hepatocellular , Homoharringtonine/pharmacology , Liver Neoplasms , Adult , Aged , Animals , Carcinoma, Hepatocellular/metabolism , Carcinoma, Hepatocellular/pathology , Cell Proliferation/drug effects , Cells, Cultured , Female , Humans , Liver/metabolism , Liver/pathology , Liver Neoplasms/metabolism , Liver Neoplasms/pathology , Male , Mice , Middle Aged , Organoids/drug effects , Organoids/pathology , Protein Synthesis Inhibitors/pharmacology , Young Adult
15.
J Invest Dermatol ; 141(8): 1888-1896, 2021 08.
Article in English | MEDLINE | ID: mdl-33836848

ABSTRACT

Hidradenitis suppurativa (HS) is a chronic, relapsing, and remitting inflammatory disease of the skin with significant heritability and racial disposition. The pathogenesis of HS remains enigmatic, but occlusion of the terminal hair follicle and dysregulation of the local innate immune response may contribute to pathogenesis. Genetic predisposition might also contribute to disease susceptibility and phenotypic heterogeneity because mutations in γ-secretase have been found to underlie a minor but characteristic subset of patients with HS. In this review, we synthesized the current data on γ-secretase in HS, evaluated its importance in the context of disease pathobiology, and discussed avenues of future studies.


Subject(s)
Amyloid Precursor Protein Secretases/genetics , Genetic Predisposition to Disease , Hidradenitis Suppurativa/genetics , Humans , Mutation
16.
J Invest Dermatol ; 141(4): 705-712.e1, 2021 04.
Article in English | MEDLINE | ID: mdl-33752807

ABSTRACT

Traditional immunohistochemistry (IHC) is inherently limited by its ability to analyze only several markers within a histological tissue section at a given time, which hinders in-depth characterization and phenotyping of tissues. Imaging mass cytometry (IMC), which combines IHC using metal-labeled antibodies with laser ablation and detection using mass cytometry by time-of-flight, overcomes this limitation with the capability to simultaneously analyze up to 40 protein markers to generate high-dimensional images from a single tissue section. IMC analysis preserves tissue architecture and spatial cellular relationships that would otherwise be lost or significantly altered in applications requiring tissue dissociation, such as flow cytometry or single-cell RNA sequencing. Resulting high-dimensional histological images permit spatially conserved analysis to identify unique cell populations, cellular interactions and avoidances, and insight into activation and behavioral status based on tissue location. IMC can be performed on both frozen and formalin-fixed paraffin-embedded tissue, allowing for previously banked samples to be analyzed and correlated with known clinical outcomes. Expectedly, IMC will change the landscape of investigative pathology, particularly when used in coordination with multiomic platforms to combine transcriptomic and proteomic data at a single-cell resolution. Here, we aim to highlight the potential utility of IMC within dermatologic research and clinical applications.


Subject(s)
Image Cytometry , Single-Cell Analysis/methods , Skin Diseases/diagnosis , Skin/pathology , Biomarkers/analysis , Biomedical Research/methods , Dermatology/methods , Gene Expression Profiling/methods , Humans , Proteomics/methods , Skin Diseases/pathology
17.
Sci Transl Med ; 13(576)2021 01 13.
Article in English | MEDLINE | ID: mdl-33441428

ABSTRACT

Inflammation contributes to nearly 4 million global premature births annually. Here, we used a mouse model of intrauterine inflammation to test clinically used formulations, as well as engineered nanoformulations, for the prevention of preterm birth (PTB). We observed that neither systemic 17a-hydroxyprogesterone caproate (Makena) nor vaginal progesterone gel (Crinone) was sufficient to prevent inflammation-induced PTB, consistent with recent clinical trial failures. However, we found that vaginal delivery of mucoinert nanosuspensions of histone deacetylase (HDAC) inhibitors, in some cases with the addition of progesterone, prevented PTB and resulted in delivery of live pups exhibiting neurotypical development. In human myometrial cells in vitro, the P4/HDAC inhibitor combination both inhibited cell contractility and promoted the anti-inflammatory action of P4 by increasing progesterone receptor B stability. Here, we demonstrate the use of vaginally delivered drugs to prevent intrauterine inflammation-induced PTB resulting in the birth of live offspring in a preclinical animal model.


Subject(s)
Pharmaceutical Preparations , Premature Birth , 17 alpha-Hydroxyprogesterone Caproate , Animals , Female , Nanomedicine , Pregnancy , Premature Birth/drug therapy , Premature Birth/prevention & control , Progesterone , Progestins
18.
Cell Mol Life Sci ; 78(2): 573-580, 2021 Jan.
Article in English | MEDLINE | ID: mdl-32803399

ABSTRACT

Epidermal resident γδ T cells, or dendritic epidermal T cells (DETCs) in mice, are a unique and conserved population of γδ T cells enriched in the epidermis, where they serve as the regulators of immune responses and sense skin injury. Despite the great advances in the understanding of the development, homeostasis, and function of DETCs in the past decades, the origin and the underlying molecular mechanisms remain elusive. Here, we reviewed the recent research progress on DETCs, including their origin and homeostasis in the skin, especially at transcriptional and epigenetic levels, and discuss the involvement of DETCs in skin diseases.


Subject(s)
Epidermis/immunology , Intraepithelial Lymphocytes/immunology , Skin Diseases/immunology , Skin/immunology , Animals , Cell Differentiation , Disease Models, Animal , Epidermis/metabolism , Epigenesis, Genetic , Humans , Intraepithelial Lymphocytes/cytology , Intraepithelial Lymphocytes/metabolism , Mice , Skin/cytology , Skin/metabolism , Skin Diseases/genetics , Thymus Gland/cytology , Thymus Gland/immunology , Thymus Gland/metabolism , Yolk Sac/cytology , Yolk Sac/immunology , Yolk Sac/metabolism
19.
Trends Cell Biol ; 30(12): 967-978, 2020 12.
Article in English | MEDLINE | ID: mdl-33160818

ABSTRACT

The comparison of fitness between cells leads to the elimination of less competent cells in the presence of more competent neighbors via cell competition (CC). This phenomenon has been linked with several cancer-related genes and thus may play an important role in cancer. Various processes are involved in the regulation of tumor initiation and growth, including tumor hypoxia, clonal stem cell selection, and immune cell response, all of which have been recently shown to have a potential connection with the mechanisms involved in CC. This review aims to unravel the relation between these processes and competitive cell interactions and how this affects disease progression.


Subject(s)
Cell Competition , Clonal Evolution , Tumor Hypoxia , Animals , Humans , Lymph Nodes/pathology , Stem Cells/metabolism , Tumor Microenvironment
20.
J Am Acad Dermatol ; 83(6): 1696-1703, 2020 12.
Article in English | MEDLINE | ID: mdl-32735965

ABSTRACT

BACKGROUND: Finite clinical data and understanding of COVID-19 immunopathology has led to limited, opinion-based recommendations for the management of patients with immune-mediated inflammatory disease (IMID) receiving immunosuppressive (IS) therapeutics. OBJECTIVE: To determine if IS therapeutic type affects COVID-19 risk among patients with IMID. METHODS: We conducted a retrospective cohort analysis of Henry Ford Health System patients tested for COVID-19 between February 1 and April 18, 2020, treated with IS medication for IMID. Therapeutic class of IS medication, comorbidities, and demographic factors were combined into multivariate models to determine predictors of COVID-19 infection, admission, ventilation, and mortality. RESULTS: Of 213 patients with IMID, 36.2% tested positive for COVID-19, and they had no greater odds of being hospitalized or requiring ventilation relative to the general population. No IS therapeutic worsened the course of disease after multivariate correction, although multidrug regimens and biologics predicted an increased and decreased rate of hospitalization, respectively, with the latter driven by tumor necrosis factor α inhibitors. LIMITATIONS: A single-center study somewhat limits the generalization to community-based settings. Only patients tested for COVID-19 were analyzed. CONCLUSION: IS therapies for IMIDs are not associated with a significantly greater risk of SARS-CoV-2 or severe sequelae when controlling for other factors, and tumor necrosis factor α inhibitors may decrease the odds of severe infection.


Subject(s)
Autoimmune Diseases/drug therapy , Coronavirus Infections/epidemiology , Immunosuppressive Agents/administration & dosage , Pneumonia, Viral/epidemiology , Adult , Aged , Autoimmune Diseases/immunology , Betacoronavirus/immunology , Betacoronavirus/isolation & purification , COVID-19 , COVID-19 Testing , Clinical Laboratory Techniques/statistics & numerical data , Coronavirus Infections/diagnosis , Coronavirus Infections/immunology , Coronavirus Infections/virology , Female , Humans , Immunosuppressive Agents/adverse effects , Incidence , Male , Middle Aged , Pandemics , Pneumonia, Viral/diagnosis , Pneumonia, Viral/immunology , Pneumonia, Viral/virology , Retrospective Studies , Risk Assessment/statistics & numerical data , SARS-CoV-2 , Severity of Illness Index , Tumor Necrosis Factor-alpha/antagonists & inhibitors , Tumor Necrosis Factor-alpha/immunology
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