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      X-linked recessive TLR7 deficiency in ~1% of men under 60 years old with life-threatening COVID-19

      research-article
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      Science Immunology
      American Association for the Advancement of Science

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          Abstract

          Abstract

          Autosomal inborn errors of type I IFN immunity and autoantibodies against these cytokines underlie at least 10% of critical COVID-19 pneumonia cases. We report very rare, biochemically deleterious X-linked TLR7 variants in 16 unrelated male individuals aged 7 to 71 years (mean: 36.7 years) from a cohort of 1,202 male patients aged 0.5 to 99 years (mean: 52.9 years) with unexplained critical COVID-19 pneumonia. None of the 331 asymptomatically or mildly infected male individuals aged 1.3 to 102 years (mean: 38.7 years) tested carry such TLR7 variants ( p = 3.5 × 10 −5). The phenotypes of five hemizygous relatives of index cases infected with SARS-CoV-2 include asymptomatic or mild infection ( n=2, 5 and 38 years), or moderate ( n=1, 5 years), severe ( n=1, 27 years), or critical ( n=1, 29 years) pneumonia. Two boys (aged 7 and 12 years) from a cohort of 262 male patients with severe COVID-19 pneumonia (mean: 51.0 years) are hemizygous for a deleterious TLR7 variant. The cumulative allele frequency for deleterious TLR7 variants in the male general population is < 6.5x10 −4. We also show that blood B cell lines and myeloid cell subsets from the patients do not respond to TLR7 stimulation, a phenotype rescued by wild-type TLR7. The patients’ blood plasmacytoid dendritic cells (pDCs) produce low levels of type I IFNs in response to SARS-CoV-2. Overall, X-linked recessive TLR7 deficiency is a highly penetrant genetic etiology of critical COVID-19 pneumonia, in about 1.8% of male patients below the age of 60 years. Human TLR7 and pDCs are essential for protective type I IFN immunity against SARS-CoV-2 in the respiratory tract.

          Abstract

          TLR7 and plasmacytoid dendritic cells are essential for type I IFN-dependent immunity to SARS-CoV-2 in the lungs.

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          Most cited references77

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          Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2

          In comparative high-throughput sequencing assays, a fundamental task is the analysis of count data, such as read counts per gene in RNA-seq, for evidence of systematic changes across experimental conditions. Small replicate numbers, discreteness, large dynamic range and the presence of outliers require a suitable statistical approach. We present DESeq2, a method for differential analysis of count data, using shrinkage estimation for dispersions and fold changes to improve stability and interpretability of estimates. This enables a more quantitative analysis focused on the strength rather than the mere presence of differential expression. The DESeq2 package is available at http://www.bioconductor.org/packages/release/bioc/html/DESeq2.html. Electronic supplementary material The online version of this article (doi:10.1186/s13059-014-0550-8) contains supplementary material, which is available to authorized users.
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            STAR: ultrafast universal RNA-seq aligner.

            Accurate alignment of high-throughput RNA-seq data is a challenging and yet unsolved problem because of the non-contiguous transcript structure, relatively short read lengths and constantly increasing throughput of the sequencing technologies. Currently available RNA-seq aligners suffer from high mapping error rates, low mapping speed, read length limitation and mapping biases. To align our large (>80 billon reads) ENCODE Transcriptome RNA-seq dataset, we developed the Spliced Transcripts Alignment to a Reference (STAR) software based on a previously undescribed RNA-seq alignment algorithm that uses sequential maximum mappable seed search in uncompressed suffix arrays followed by seed clustering and stitching procedure. STAR outperforms other aligners by a factor of >50 in mapping speed, aligning to the human genome 550 million 2 × 76 bp paired-end reads per hour on a modest 12-core server, while at the same time improving alignment sensitivity and precision. In addition to unbiased de novo detection of canonical junctions, STAR can discover non-canonical splices and chimeric (fusion) transcripts, and is also capable of mapping full-length RNA sequences. Using Roche 454 sequencing of reverse transcription polymerase chain reaction amplicons, we experimentally validated 1960 novel intergenic splice junctions with an 80-90% success rate, corroborating the high precision of the STAR mapping strategy. STAR is implemented as a standalone C++ code. STAR is free open source software distributed under GPLv3 license and can be downloaded from http://code.google.com/p/rna-star/.
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              Fast and accurate short read alignment with Burrows–Wheeler transform

              Motivation: The enormous amount of short reads generated by the new DNA sequencing technologies call for the development of fast and accurate read alignment programs. A first generation of hash table-based methods has been developed, including MAQ, which is accurate, feature rich and fast enough to align short reads from a single individual. However, MAQ does not support gapped alignment for single-end reads, which makes it unsuitable for alignment of longer reads where indels may occur frequently. The speed of MAQ is also a concern when the alignment is scaled up to the resequencing of hundreds of individuals. Results: We implemented Burrows-Wheeler Alignment tool (BWA), a new read alignment package that is based on backward search with Burrows–Wheeler Transform (BWT), to efficiently align short sequencing reads against a large reference sequence such as the human genome, allowing mismatches and gaps. BWA supports both base space reads, e.g. from Illumina sequencing machines, and color space reads from AB SOLiD machines. Evaluations on both simulated and real data suggest that BWA is ∼10–20× faster than MAQ, while achieving similar accuracy. In addition, BWA outputs alignment in the new standard SAM (Sequence Alignment/Map) format. Variant calling and other downstream analyses after the alignment can be achieved with the open source SAMtools software package. Availability: http://maq.sourceforge.net Contact: rd@sanger.ac.uk
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                Author and article information

                Journal
                Sci Immunol
                Sci Immunol
                sciimmunol
                immunology
                Science Immunology
                American Association for the Advancement of Science
                2470-9468
                2021
                19 August 2021
                19 August 2021
                : 6
                : 62
                : eabl4348
                Affiliations
                [1 ]St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA.
                [2 ]Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France.
                [3 ]University of Paris, Imagine Institute, Paris, France.
                [4 ]Laboratory of Genomes & Cell Biology of Disease, INSERM U944, CNRS UMR7212, University of Paris, Research Institute of Saint-Louis, Saint-Louis Hospital, Paris, France.
                [5 ]Helix, San Mateo, CA, USA
                [6 ]University of Paris, INSERM U976, F-75006 Paris, France
                [7 ]Yale Center for Genome Analysis and Department of Genetics, Yale School of Medicine, New Haven, CT, USA.
                [8 ]Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, NIAID, NIH, Bethesda, MD, USA.
                [9 ]NIAID Clinical Genomics Program, NIH, Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, NIAID, NIH, Bethesda, MD, USA.
                [10 ]Infection in Immunocompromised Pediatric Patients Research Group, Vall d’Hebron Research Institute (VHIR), Vall d’Hebron University Hospital (HUVH), Vall d’Hebron Barcelona Hospital Campus, Barcelona, Catalonia Spain.
                [11 ]Pediatric Infectious Diseases and Immunodeficiencies Unit, Vall d’Hebron University Hospital (HUVH), Vall d’Hebron Research Institute (VHIR), Vall d’Hebron Barcelona Hospital Campus, Autonomous University of Barcelona (UAB), Barcelona, Catalonia, Spain.
                [12 ]Jeffrey Modell Diagnostic and Research Center for Primary Immunodeficiencies, Barcelona, Catalonia, Spain.
                [13 ]Diagnostic Immunology Group, Vall d’Hebron Research Institute (VHIR), Vall d’Hebron University Hospital (HUVH), Vall d’Hebron Barcelona Hospital Campus, Barcelona, Catalonia, Spain.
                [14 ]Immunology Division, Genetics Department, Vall d’Hebron University Hospital (HUVH), Vall d’Hebron Barcelona Hospital Campus, Autonomous University of Barcelona (UAB), Barcelona, Catalonia, Spain.
                [15 ]AP-HP, Avicenne Hospital, Intensive Care Unit, Bobigny, France.
                [16 ]INSERM U1272 Hypoxia & Lung, Bobigny, France.
                [17 ]Anesthesiology and Critical Care Medicine Department, APHP, Avicenne Hospital, Bobigny, France.
                [18 ]Common and Rare Kidney Diseases, Sorbonne University, INSERM UMR-S 1155, Paris, France.
                [19 ]Specialized Immunology Laboratory of Dr. Shahrooei, Sina Medical Complex, Ahvaz, Iran.
                [20 ]Department of Microbiology and Immunology, Clinical and Diagnostic Immunology, KU Leuven, Leuven, Belgium.
                [21 ]Infectious Diseases and Tropical Medicine Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
                [22 ]Department of Infectious Diseases and Tropical Medicine, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
                [23 ]Department of Clinical Immunology and Infectious Diseases, National Research Institute of Tuberculosis and Lung Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
                [24 ]The Clinical Tuberculosis and Epidemiology Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Masih Daneshvari Hospital, Shahid Beheshti, University of Medical Sciences, Tehran, Iran.
                [25 ]Pediatric Respiratory Diseases Research Center, National Research Institute of Tuberculosis and Lung Diseases, Shahid Beheshti, Iran.
                [26 ]Pediatric Infectious Diseases Unit, Bakirkoy Dr. Sadi Konuk Training and Research Hospital, University of Health Sciences, Istanbul, Turkey.
                [27 ]Department of Molecular Biology and Genetics, University of Bilkent, Bilkent-Ankara, Turkey.
                [28 ]Department of Biomedicine and Prevention, University of Rome “Tor Vergata,” Rome, and Neuromed Institute, IRCCS, Pozzilli (IS), Italy.
                [29 ]Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children Hospital, IRCCS, Rome, Italy.
                [30 ]Vita-Salute San Raffaele University, Milan, Italy.
                [31 ]Clinical Genomics, IRCCS San Raffaele Scientific Institute, Milan, Italy.
                [32 ]San Raffaele Telethon Institute for Gene Therapy (SR-Tiget) and Pediatric Immunohematology Unit and BMT Program, IRCCS San Raffaele Scientific Institute, Milan, Italy.
                [33 ]Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy.
                [34 ]Molecular Hematology Unit, IRCCS Ospedale San Raffaele, Milan, Italy.
                [35 ]Primary Immunodeficiencies Group, Department of Microbiology and Parasitology, School of Medicine, University of Antioquia, Medellín, Colombia.
                [36 ]Universidad de La Sabana, Chia, Colombia.
                [37 ]School of Microbiology, University of Antioquia UdeA, Medellín, Colombia
                [38 ]Department of General Pediatrics, Hôpital Bicêtre, AP-HP, University of Paris Saclay, Le Kremlin-Bicêtre, France.
                [39 ]Department of Internal Medicine, Infanta Leonor University Hospital, Madrid, Spain.
                [40 ]Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.
                [41 ]Center for Biomedical Research on Rare Diseases (CIBERER), ISCIII, Spain.
                [42 ]CNAG-CRG, Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 4, 08028, Barcelona, Spain.
                [43 ]Catalan Institution of Research and Advanced Studies (ICREA), Barcelona, Spain.
                [44 ]Immunology Department, University Hospital 12 de Octubre, Research Institute Hospital 12 de Octubre (I+12), Madrid, Spain.
                [45 ]Complutense University, Madrid, Spain.
                [46 ]Department of Immunology, University Hospital of Gran Canaria Dr. Negrín, Canarian Health System, Las Palmas de Gran Canaria, Spain.
                [47 ]Department of Clinical Sciences, University of Fernando Pessoa Canarias, Las Palmas de Gran Canaria, Spain.
                [48 ]Genomics Division, Institute of Technology and Renewable Energies (ITER), Santa Cruz de Tenerife, Spain.
                [49 ]CIBER de Enfermedades Respiratorias, Health Institute of Carlos III, Madrid, Spain
                [50 ]Research Unit, University Hospital of N.S. de Candelaria, Santa Cruz de Tenerife, Spain.
                [51 ]Institute of Biomedical technologies (ITB), University of La Laguna, San Cristóbal de La Laguna, Spain.
                [52 ]Institute of Biomedical Research of IdiPAZ, University Hospital “La Paz”, Madrid, Spain.
                [53 ]Necmettin Erbakan University, Meram Medical Faculty, Division of Pediatric Allergy and Immunology, Konya, Turkey.
                [54 ]Konya City Hospital, Division of Allergy and Immunology, Konya, Turkey.
                [55 ]Centre for Hematology and Regenerative Medicine, Department of Medicine, Karolinska Institute, Stockholm, Sweden
                [56 ]Department of Laboratory Medicine, Division of Clinical Microbiology, Karolinska Institute, Stockholm, Sweden
                [57 ]Science for Life Laboratory, Department of Women's and Children's Health, Karolinska Institute, Solna, Sweden
                [58 ]Central Hospital-Anesthesia and Intensive Care Unit, Karlstad, Sweden
                [59 ]Department of Laboratory Medicine, Division of Biomolecular and Cellular Medicine, Karolinska Institute, Stockholm, Sweden
                [60 ]The Immunodeficiency Unit, Infectious Disease Clinic, Karolinska University Hospital, Stockholm, Sweden
                [61 ]Department of Biosciences and Nutrition, Karolinska Institute, Stockholm, Sweden
                [62 ]Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran.
                [63 ]Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, USA.
                [64 ]Department of Immunology, Research Branch, Sidra Medicine, Doha, Qatar.
                [65 ]Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, Netherlands.
                [66 ]Department of Anatomy, Physiology & Genetics Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
                [67 ]The American Genome Center, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
                [68 ]Department of Infectious Diseases, San Gerardo Hospital–University of Milano-Bicocca, Monza, Italy.
                [69 ]Pediatric Department and Centro Tettamanti-European Reference Network PaedCan, EuroBloodNet, MetabERN-University of Milano-Bicocca-Fondazione MBBM- Ospedale San Gerardo, Monza, Italy.
                [70 ]Centre d'Investigation Clinique, INSERM CIC 1425, Paris, France.
                [71 ]Hôpital Bichat Claude Bernard, APHP, Paris, France.
                [72 ]Université de Paris, IAME, INSERM UMR 1137, Paris, France.
                [73 ]Invitae, San Francisco, CA, USA.
                [74 ]Department of Pharmacology & Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
                [75 ]Center for the Study of Primary Immunodeficiencies, Necker Hospital for Sick Children, AP-HP, Paris, France, EU
                [76 ]Laboratory of Genetics and Genomics, The Rockefeller University, New York, NY, USA.
                [77 ]Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
                [78 ]APHP, Hôpital Saint-Louis, Department of Immunology-Histocompatibility, 75010 Paris, France.
                [79 ]Howard Hughes Medical Institute, New York, NY, USA.
                Author notes
                [*]

                These authors contributed equally to this work.

                [$]

                These authors contributed equally to this work.

                [§]

                These authors contributed equally to this work.

                [#]

                These authors contributed equally to this work.

                [†]

                All collaborators and their affiliations appear at the end of this paper.

                Article
                abl4348
                10.1126/sciimmunol.abl4348
                8532080
                34413140
                8d0e2bd1-79ba-4443-9800-276090ed5560
                Copyright © 2021, American Association for the Advancement of Science

                This is an open-access article distributed under the terms of the Creative Commons Attribution license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 13 July 2021
                : 12 August 2021
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