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  1. Article ; Online: Pervasive generation of non-canonical subgenomic RNAs by SARS-CoV-2.

    Nomburg, Jason / Meyerson, Matthew / DeCaprio, James A

    Genome medicine

    2020  Volume 12, Issue 1, Page(s) 108

    Abstract: Background: SARS-CoV-2, a positive-sense RNA virus in the family Coronaviridae, has caused a worldwide pandemic of coronavirus disease 2019 or COVID-19. Coronaviruses generate a tiered series of subgenomic RNAs (sgRNAs) through a process involving ... ...

    Abstract Background: SARS-CoV-2, a positive-sense RNA virus in the family Coronaviridae, has caused a worldwide pandemic of coronavirus disease 2019 or COVID-19. Coronaviruses generate a tiered series of subgenomic RNAs (sgRNAs) through a process involving homology between transcriptional regulatory sequences (TRS) located after the leader sequence in the 5' UTR (the TRS-L) and TRS located near the start of ORFs encoding structural and accessory proteins (TRS-B) near the 3' end of the genome. In addition to the canonical sgRNAs generated by SARS-CoV-2, non-canonical sgRNAs (nc-sgRNAs) have been reported. However, the consistency of these nc-sgRNAs across viral isolates and infection conditions is unknown. The comprehensive definition of SARS-CoV-2 RNA products is a key step in understanding SARS-CoV-2 pathogenesis.
    Methods: Here, we report an integrative analysis of eight independent SARS-CoV-2 transcriptomes generated using three sequencing strategies, five host systems, and seven viral isolates. Read-mapping to the SARS-CoV-2 genome was used to determine the 5' and 3' coordinates of all junctions in viral RNAs identified in these samples.
    Results: Using junctional abundances, we show nc-sgRNAs make up as much as 33% of total sgRNAs in cell culture models of infection, are largely consistent in abundance across independent transcriptomes, and increase in abundance over time during infection. By assessing the homology between sequences flanking the 5' and 3' junction points, we show that nc-sgRNAs are not associated with TRS-like homology. By incorporating read coverage information, we find strong evidence for subgenomic RNAs that contain only 5' regions of ORF1a. Finally, we show that non-canonical junctions change the landscape of viral open reading frames.
    Conclusions: We identify canonical and non-canonical junctions in SARS-CoV-2 sgRNAs and show that these RNA products are consistently generated by many independent viral isolates and sequencing approaches. These analyses highlight the diverse transcriptional activity of SARS-CoV-2 and offer important insights into SARS-CoV-2 biology.
    MeSH term(s) 5' Untranslated Regions ; COVID-19/epidemiology ; COVID-19/genetics ; COVID-19/metabolism ; Humans ; Open Reading Frames ; Pandemics ; RNA, Viral/genetics ; RNA, Viral/metabolism ; SARS-CoV-2/genetics ; SARS-CoV-2/metabolism
    Chemical Substances 5' Untranslated Regions ; RNA, Viral
    Language English
    Publishing date 2020-12-01
    Publishing country England
    Document type Journal Article ; Research Support, U.S. Gov't, P.H.S.
    ZDB-ID 2484394-5
    ISSN 1756-994X ; 1756-994X
    ISSN (online) 1756-994X
    ISSN 1756-994X
    DOI 10.1186/s13073-020-00802-w
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article ; Online: Pervasive generation of non-canonical subgenomic RNAs by SARS-CoV-2

    Jason Nomburg / Matthew Meyerson / James A. DeCaprio

    Genome Medicine, Vol 12, Iss 1, Pp 1-

    2020  Volume 14

    Abstract: Abstract Background SARS-CoV-2, a positive-sense RNA virus in the family Coronaviridae, has caused a worldwide pandemic of coronavirus disease 2019 or COVID-19. Coronaviruses generate a tiered series of subgenomic RNAs (sgRNAs) through a process ... ...

    Abstract Abstract Background SARS-CoV-2, a positive-sense RNA virus in the family Coronaviridae, has caused a worldwide pandemic of coronavirus disease 2019 or COVID-19. Coronaviruses generate a tiered series of subgenomic RNAs (sgRNAs) through a process involving homology between transcriptional regulatory sequences (TRS) located after the leader sequence in the 5′ UTR (the TRS-L) and TRS located near the start of ORFs encoding structural and accessory proteins (TRS-B) near the 3′ end of the genome. In addition to the canonical sgRNAs generated by SARS-CoV-2, non-canonical sgRNAs (nc-sgRNAs) have been reported. However, the consistency of these nc-sgRNAs across viral isolates and infection conditions is unknown. The comprehensive definition of SARS-CoV-2 RNA products is a key step in understanding SARS-CoV-2 pathogenesis. Methods Here, we report an integrative analysis of eight independent SARS-CoV-2 transcriptomes generated using three sequencing strategies, five host systems, and seven viral isolates. Read-mapping to the SARS-CoV-2 genome was used to determine the 5′ and 3′ coordinates of all junctions in viral RNAs identified in these samples. Results Using junctional abundances, we show nc-sgRNAs make up as much as 33% of total sgRNAs in cell culture models of infection, are largely consistent in abundance across independent transcriptomes, and increase in abundance over time during infection. By assessing the homology between sequences flanking the 5′ and 3′ junction points, we show that nc-sgRNAs are not associated with TRS-like homology. By incorporating read coverage information, we find strong evidence for subgenomic RNAs that contain only 5′ regions of ORF1a. Finally, we show that non-canonical junctions change the landscape of viral open reading frames. Conclusions We identify canonical and non-canonical junctions in SARS-CoV-2 sgRNAs and show that these RNA products are consistently generated by many independent viral isolates and sequencing approaches. These analyses highlight the diverse transcriptional ...
    Keywords SARS-CoV-2 ; COVID-19 ; Direct RNA sequencing ; Transcription ; Medicine ; R ; Genetics ; QH426-470
    Subject code 572
    Language English
    Publishing date 2020-12-01T00:00:00Z
    Publisher BMC
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  3. Article ; Online: CRISPR-Cas9 Genetic Analysis of Virus-Host Interactions.

    Gebre, Makda / Nomburg, Jason L / Gewurz, Benjamin E

    Viruses

    2018  Volume 10, Issue 2

    Abstract: Clustered regularly interspaced short palindromic repeats (CRISPR) has greatly expanded the ability to genetically probe virus-host interactions. CRISPR systems enable focused or systematic, genomewide studies of nearly all aspects of a virus lifecycle. ... ...

    Abstract Clustered regularly interspaced short palindromic repeats (CRISPR) has greatly expanded the ability to genetically probe virus-host interactions. CRISPR systems enable focused or systematic, genomewide studies of nearly all aspects of a virus lifecycle. Combined with its relative ease of use and high reproducibility, CRISPR is becoming an essential tool in studies of the host factors important for viral pathogenesis. Here, we review the use of CRISPR-Cas9 for the loss-of-function analysis of host dependency factors. We focus on the use of CRISPR-pooled screens for the systematic identification of host dependency factors, particularly in Epstein-Barr virus-transformed B cells. We also discuss the use of CRISPR interference (CRISPRi) and gain-of-function CRISPR activation (CRISPRa) approaches to probe virus-host interactions. Finally, we comment on the future directions enabled by combinatorial CRISPR screens.
    MeSH term(s) B-Lymphocytes/virology ; CRISPR-Cas Systems/genetics ; Gene Editing ; Gene Targeting ; Genetic Testing ; Herpesvirus 4, Human/physiology ; Host-Pathogen Interactions/genetics ; Humans ; Viral Regulatory and Accessory Proteins ; Virus Physiological Phenomena/genetics
    Chemical Substances Viral Regulatory and Accessory Proteins
    Language English
    Publishing date 2018-01-30
    Publishing country Switzerland
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't ; Review
    ZDB-ID 2516098-9
    ISSN 1999-4915 ; 1999-4915
    ISSN (online) 1999-4915
    ISSN 1999-4915
    DOI 10.3390/v10020055
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  4. Book ; Online: virORF_direct - Pervasive generation of non-canonical subgenomic RNAs by SARS-CoV-2

    Nomburg, Jason / Meyerson, Matthew / DeCaprio, James A

    2020  

    Abstract: This zenodo entry includes the code for virORF_direct, a Nextflow pipeline for the analysis of SARS-Cov-2 RNA sequencing data. Furthermore, the attached code includes the R files used for the analysis and plotting included in the manuscript "Pervasive ... ...

    Abstract This zenodo entry includes the code for virORF_direct, a Nextflow pipeline for the analysis of SARS-Cov-2 RNA sequencing data. Furthermore, the attached code includes the R files used for the analysis and plotting included in the manuscript "Pervasive generation of non-canonical subgenomic RNs by SARS-CoV-2", forthcoming in Genome Medicine.
    Keywords covid19
    Publishing date 2020-11-06
    Publishing country eu
    Document type Book ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  5. Article ; Online: Noncanonical junctions in subgenomic RNAs of SARS-CoV-2 lead to variant open reading frames.

    Nomburg, Jason / Meyerson, Matthew / DeCaprio, James A.

    bioRxiv

    Abstract: SARS-CoV-2, a positive-sense RNA virus in the family Coronaviridae, has caused the current worldwide pandemic, known as coronavirus disease 2019 or COVID-19. The definition of SARS-CoV-2 open reading frames is a key step in delineating targets for ... ...

    Abstract SARS-CoV-2, a positive-sense RNA virus in the family Coronaviridae, has caused the current worldwide pandemic, known as coronavirus disease 2019 or COVID-19. The definition of SARS-CoV-2 open reading frames is a key step in delineating targets for vaccination and treatment for COVID-19. Here, we report an integrative analysis of three independent direct RNA sequencing datasets of the SARS-CoV-2 transcriptome. We find strong evidence for variant open reading frames (ORFs) encoded by SARS-CoV-2 RNA. A variant transcript for the matrix protein (M) lacking its N-terminal transmembrane domain, initiated by a TTG start codon, is produced by a strong transcriptional regulatory sequence (TRS)-mediated junction within the M ORF and represents up to 19% of all M ORFs. Sporadic non-canonical junctions in the spike (S) ORF lead to N-terminal truncations that remove the N-terminal and receptor-binding domains from up to 25% of S ORFs. Surprisingly, nearly all ORFs from ORF1a identified in these transcriptome sequences were variant. These ORFs contain the first 200-800 amino acids of ORF1a and may represent a mechanism to regulate the relative abundance of ORF1a nonstructural proteins. We show there is strong transcriptome and junctional support for variant ORF1a ORFs in independent direct RNA sequencing and short-read RNA sequencing datasets, and further show that up to 1/3 of these ORFs are expected to have C-terminal fusions with downstream genes. Finally, we show that currently unannotated ORFs are abundant in the SARS-CoV-2 transcriptome. Together, these analyses help to elucidate the diverse coding potential of SARS-CoV-2.
    Keywords covid19
    Language English
    Publishing date 2020-04-29
    Publisher Cold Spring Harbor Laboratory
    Document type Article ; Online
    DOI 10.1101/2020.04.28.066951
    Database COVID19

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  6. Article ; Online: Noncanonical junctions in subgenomic RNAs of SARS-CoV-2 lead to variant open reading frames

    Nomburg, Jason / Meyerson, Matthew / DeCaprio, James A.

    bioRxiv

    Abstract: BackgroundSARS-CoV-2, a positive-sense RNA virus in the family Coronaviridae, has caused a worldwide pandemic of coronavirus disease 2019 or COVID-19 Coronaviruses generate a tiered series of subgenomic RNAs (sgRNAs) through a process involving homology ... ...

    Abstract BackgroundSARS-CoV-2, a positive-sense RNA virus in the family Coronaviridae, has caused a worldwide pandemic of coronavirus disease 2019 or COVID-19 Coronaviruses generate a tiered series of subgenomic RNAs (sgRNAs) through a process involving homology between transcriptional regulatory sequences (TRS) located after the leader sequence in the 5 UTR (the TRS-L) and TRS located near the start of structural and accessory proteins (TRS-B) near the 3 end of the genome. In addition to the canonical sgRNAs generated by SARS-CoV-2, non-canonical sgRNAs (nc-sgRNAs) have been reported. However, the consistency of these nc-sgRNAs across viral isolates and infection conditions is unknown. The comprehensive definition of SARS-CoV-2 RNA products is a key step in understanding SARS-CoV-2 pathogenesis. MethodsHere, we report an integrative analysis of eight independent SARS-CoV-2 transcriptomes generated using three sequencing strategies, five host systems, and seven viral isolates. Read-mapping to the SARS-CoV-2 genome was used to determine the 5 and 3 coordinates of all identified junctions in viral RNAs identified in these samples. ResultsUsing junctional abundances, we show nc-sgRNAs make up as much as 33% of total sgRNAs in vitro, are largely consistent in abundance across independent transcriptomes, and increase in abundance over time during in vitro infection. By assessing the homology between sequences flanking the 5 and 3 junction points, we show that nc-sgRNAs are not associated with TRS-like homology. By incorporating read coverage information, we find strong evidence for subgenomic RNAs that contain only 5 regions of ORF1a. Finally, we show that non-canonical junctions change the landscape of viral open reading frames. ConclusionsWe identify canonical and non-canonical junctions in SARS-CoV-2 sgRNAs and show that these RNA products are consistently generated across many independent viral isolates and sequencing approaches. These analyses highlight the diverse transcriptional activity of SARS-CoV-2 and offer important insights into SARS-CoV-2 biology.
    Keywords covid19
    Publisher BioRxiv; WHO
    Document type Article ; Online
    Note WHO #Covidence: #066951
    DOI 10.1101/2020.04.28.066951
    Database COVID19

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  7. Article ; Online: Long-read sequencing reveals complex patterns of wraparound transcription in polyomaviruses.

    Nomburg, Jason / Zou, Wei / Frost, Thomas C / Datta, Chandreyee / Vasudevan, Shobha / Starrett, Gabriel J / Imperiale, Michael J / Meyerson, Matthew / DeCaprio, James A

    PLoS pathogens

    2022  Volume 18, Issue 4, Page(s) e1010401

    Abstract: Polyomaviruses (PyV) are ubiquitous pathogens that can cause devastating human diseases. Due to the small size of their genomes, PyV utilize complex patterns of RNA splicing to maximize their coding capacity. Despite the importance of PyV to human ... ...

    Abstract Polyomaviruses (PyV) are ubiquitous pathogens that can cause devastating human diseases. Due to the small size of their genomes, PyV utilize complex patterns of RNA splicing to maximize their coding capacity. Despite the importance of PyV to human disease, their transcriptome architecture is poorly characterized. Here, we compare short- and long-read RNA sequencing data from eight human and non-human PyV. We provide a detailed transcriptome atlas for BK polyomavirus (BKPyV), an important human pathogen, and the prototype PyV, simian virus 40 (SV40). We identify pervasive wraparound transcription in PyV, wherein transcription runs through the polyA site and circles the genome multiple times. Comparative analyses identify novel, conserved transcripts that increase PyV coding capacity. One of these conserved transcripts encodes superT, a T antigen containing two RB-binding LxCxE motifs. We find that superT-encoding transcripts are abundant in PyV-associated human cancers. Together, we show that comparative transcriptomic approaches can greatly expand known transcript and coding capacity in one of the simplest and most well-studied viral families.
    MeSH term(s) BK Virus/genetics ; Humans ; Polyomavirus/genetics ; Polyomavirus Infections/genetics ; RNA Splicing ; Simian virus 40/genetics
    Language English
    Publishing date 2022-04-01
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Intramural ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't
    ZDB-ID 2205412-1
    ISSN 1553-7374 ; 1553-7374
    ISSN (online) 1553-7374
    ISSN 1553-7374
    DOI 10.1371/journal.ppat.1010401
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  8. Article ; Online: Characterization of Plasmacytoid Dendritic Cells, Microbial Sequences, and Identification of a Candidate Public T-Cell Clone in Kikuchi-Fujimoto Disease.

    Nelson, Nya D / Meng, Wenzhao / Rosenfeld, Aaron M / Bullman, Susan / Sekhar Pedamallu, Chandra / Nomburg, Jason L / Wertheim, Gerald B / Paessler, Michele E / Pinkus, Geraldine / Hornick, Jason L / Meyerson, Matthew / Luning Prak, Eline T / Pillai, Vinodh

    Pediatric and developmental pathology : the official journal of the Society for Pediatric Pathology and the Paediatric Pathology Society

    2021  Volume 24, Issue 3, Page(s) 193–205

    Abstract: Objectives: Kikuchi-Fujimoto disease (KFD) is a self-limited lymphadenitis of unclear etiology. We aimed to further characterize this disease in pediatric patients, including evaluation of the CD123 immunohistochemical (IHC) staining and investigation ... ...

    Abstract Objectives: Kikuchi-Fujimoto disease (KFD) is a self-limited lymphadenitis of unclear etiology. We aimed to further characterize this disease in pediatric patients, including evaluation of the CD123 immunohistochemical (IHC) staining and investigation of potential immunologic and infectious causes.
    Methods: Seventeen KFD cases and 12 controls were retrospectively identified, and the histologic and clinical features were evaluated. CD123 IHC staining was quantified by digital image analysis. Next generation sequencing was employed for comparative microbial analysis via RNAseq (5 KFD cases) and to evaluate the immune repertoire (9 KFD cases).
    Results: In cases of lymphadenitis with necrosis, >0.85% CD123+ cells by IHC was found to be six times more likely in cases with a final diagnosis of KFD (sensitivity 75%, specificity 87.5%). RNAseq based comparative microbial analysis did not detect novel or known pathogen sequences in KFD. A shared complementarity determining region 3 (CDR3) sequence and use of the same T-cell receptor beta variable region family was identified in KFD LNs but not controls, and was not identified in available databases.
    Conclusions: Digital quantification of CD123 IHC can distinguish KFD from other necrotizing lymphadenitides. The presence of a unique shared CDR3 sequence suggests that a shared antigen underlies KFD pathogenesis.
    MeSH term(s) Adolescent ; Biomarkers/analysis ; Child ; Child, Preschool ; Clone Cells ; Complementarity Determining Regions/immunology ; Dendritic Cells/immunology ; Diagnosis, Differential ; Female ; Histiocytic Necrotizing Lymphadenitis/diagnosis ; Histiocytic Necrotizing Lymphadenitis/immunology ; Humans ; Interleukin-3 Receptor alpha Subunit/analysis ; Interleukin-3 Receptor alpha Subunit/immunology ; Male ; T-Lymphocytes/immunology
    Chemical Substances Biomarkers ; Complementarity Determining Regions ; IL3RA protein, human ; Interleukin-3 Receptor alpha Subunit
    Language English
    Publishing date 2021-02-02
    Publishing country United States
    Document type Journal Article
    ZDB-ID 1463498-3
    ISSN 1615-5742 ; 1093-5266
    ISSN (online) 1615-5742
    ISSN 1093-5266
    DOI 10.1177/1093526620987961
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  9. Article ; Online: Upon Infection, Cellular WD Repeat-Containing Protein 5 (WDR5) Localizes to Cytoplasmic Inclusion Bodies and Enhances Measles Virus Replication.

    Ma, Dzwokai / George, Cyril X / Nomburg, Jason L / Pfaller, Christian K / Cattaneo, Roberto / Samuel, Charles E

    Journal of virology

    2018  Volume 92, Issue 5

    Abstract: Replication of negative-strand RNA viruses occurs in association with discrete cytoplasmic foci called inclusion bodies. Whereas inclusion bodies represent a prominent subcellular structure induced by viral infection, our knowledge of the cellular ... ...

    Abstract Replication of negative-strand RNA viruses occurs in association with discrete cytoplasmic foci called inclusion bodies. Whereas inclusion bodies represent a prominent subcellular structure induced by viral infection, our knowledge of the cellular protein components involved in inclusion body formation and function is limited. Using measles virus-infected HeLa cells, we found that the WD repeat-containing protein 5 (WDR5), a subunit of histone H3 lysine 4 methyltransferases, was selectively recruited to virus-induced inclusion bodies. Furthermore, WDR5 was found in complexes containing viral proteins associated with RNA replication. WDR5 was not detected with mitochondria, stress granules, or other known secretory or endocytic compartments of infected cells. WDR5 deficiency decreased both viral protein production and infectious virus yields. Interferon production was modestly increased in WDR5-deficient cells. Thus, our study identifies WDR5 as a novel viral inclusion body-associated cellular protein and suggests a role for WDR5 in promoting viral replication.
    MeSH term(s) Cytoplasm/virology ; HeLa Cells ; Histone-Lysine N-Methyltransferase/genetics ; Histone-Lysine N-Methyltransferase/metabolism ; Humans ; Inclusion Bodies, Viral/physiology ; Measles/metabolism ; Measles/virology ; Measles virus/physiology ; RNA, Viral/genetics ; RNA, Viral/metabolism ; Viral Proteins/genetics ; Viral Proteins/metabolism ; Virus Replication
    Chemical Substances RNA, Viral ; Viral Proteins ; WDR5 protein, human ; Histone-Lysine N-Methyltransferase (EC 2.1.1.43)
    Language English
    Publishing date 2018-02-12
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't
    ZDB-ID 80174-4
    ISSN 1098-5514 ; 0022-538X
    ISSN (online) 1098-5514
    ISSN 0022-538X
    DOI 10.1128/JVI.01726-17
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  10. Article: Metagenomic analysis to identify novel infectious agents in systemic anaplastic large cell lymphoma.

    Mahale, Parag / Nomburg, Jason / Song, Joo Y / Steinberg, Mia / Starrett, Gabriel / Boland, Joseph / Lynch, Charles F / Chadburn, Amy / Rubinstein, Paul G / Hernandez, Brenda Y / Weisenburger, Dennis D / Bullman, Susan / Engels, Eric A

    Infectious agents and cancer

    2021  Volume 16, Issue 1, Page(s) 65

    Abstract: Systemic anaplastic large cell lymphoma (ALCL) is a rare CD30-expressing T-cell non-Hodgkin lymphoma. Risk of systemic ALCL is highly increased among immunosuppressed individuals. Because risk of cancers associated with viruses is increased with ... ...

    Abstract Systemic anaplastic large cell lymphoma (ALCL) is a rare CD30-expressing T-cell non-Hodgkin lymphoma. Risk of systemic ALCL is highly increased among immunosuppressed individuals. Because risk of cancers associated with viruses is increased with immunosuppression, we conducted a metagenomic analysis of systemic ALCL to determine whether a known or novel pathogen is associated with this malignancy. Total RNA was extracted and sequenced from formalin-fixed paraffin-embedded tumor specimens from 19 systemic ALCL cases (including one case from an immunosuppressed individual with human immunodeficiency virus infection), 3 Epstein-Barr virus positive diffuse large B-cell lymphomas (DLBCLs) occurring in solid organ transplant recipients (positive controls), and 3 breast cancers (negative controls). We used a pipeline based on the Genome Analysis Toolkit (GATK)-PathSeq algorithm to subtract out human RNA reads and map the remaining RNA reads to microbes. No microbial association with ALCL was identified, but we found Epstein-Barr virus in the DLBCL positive controls and determined the breast cancers to be negative. In conclusion, we did not find a pathogen associated with systemic ALCL, but because we analyzed only one ALCL tumor from an immunosuppressed person, we cannot exclude the possibility that a pathogen is associated with some cases that arise in the setting of immunosuppression.
    Language English
    Publishing date 2021-11-14
    Publishing country England
    Document type Journal Article
    ZDB-ID 2251117-9
    ISSN 1750-9378
    ISSN 1750-9378
    DOI 10.1186/s13027-021-00404-0
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