Leukocyte transcriptional signatures dependent on LPS dosage in human endotoxemia
The host immune response is characterized by a complex interplay of signal‐specific cellular transcriptional responses. The magnitude of the immune response is dependent on the strength of the external stimulus. Knowledge on leukocyte transcriptional responses altered in response to different stimul...
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Published in | Journal of leukocyte biology Vol. 106; no. 5; pp. 1153 - 1160 |
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Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
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United States
John Wiley and Sons Inc
01.11.2019
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Online Access | Get full text |
ISSN | 0741-5400 1938-3673 1938-3673 |
DOI | 10.1002/JLB.4A0219-050R |
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Abstract | The host immune response is characterized by a complex interplay of signal‐specific cellular transcriptional responses. The magnitude of the immune response is dependent on the strength of the external stimulus. Knowledge on leukocyte transcriptional responses altered in response to different stimulus dosages in man is lacking. Here, we sought to identify leukocyte transcriptional signatures dependent on LPS dose in humans. Healthy human volunteers were administered 1 ng/kg (n = 7), 2 ng/kg (n = 6), or 4 ng/kg (n = 7) LPS intravenously. Blood was collected before (pre‐LPS) and 4 h after LPS administration. Total RNA was analyzed by microarrays and generalized linear models. Pathway analysis was performed by using Ingenuity pathway analysis. Leukocyte transcriptomes altered per LPS dosage were predominantly shared, with 47% common signatures relative to pre‐LPS. A univariate linear model identified a set of 3736 genes that exhibited a dependency on differing LPS dosages. Neutrophil, monocyte, and lymphocyte counts explained 38.9% of the variance in the LPS dose‐dependent gene set. A multivariate linear model including leukocyte composition delineated a set of 295 genes with a dependency on LPS dose. Evaluation of the 295 gene signature in patients with sepsis due to abdominal infections showed significant correlations. Promoter regions of the LPS dose gene set were enriched for YY1, EGR1, ELK1, GABPA, KLF4, and REL transcription factor binding sites. Intravenous injection of 1, 2, or 4 ng/kg LPS was accompanied by both shared and distinct leukocyte transcriptional alterations. These data may assist in assessing the severity of the insult in patients with abdominal sepsis.
Shared and distinct leukocyte transcriptional signatures in response to different LPS dosages in human endotoxemia. |
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AbstractList | The host immune response is characterized by a complex interplay of signal-specific cellular transcriptional responses. The magnitude of the immune response is dependent on the strength of the external stimulus. Knowledge on leukocyte transcriptional responses altered in response to different stimulus dosages in man is lacking. Here, we sought to identify leukocyte transcriptional signatures dependent on LPS dose in humans. Healthy human volunteers were administered 1 ng/kg (n = 7), 2 ng/kg (n = 6), or 4 ng/kg (n = 7) LPS intravenously. Blood was collected before (pre-LPS) and 4 h after LPS administration. Total RNA was analyzed by microarrays and generalized linear models. Pathway analysis was performed by using Ingenuity pathway analysis. Leukocyte transcriptomes altered per LPS dosage were predominantly shared, with 47% common signatures relative to pre-LPS. A univariate linear model identified a set of 3736 genes that exhibited a dependency on differing LPS dosages. Neutrophil, monocyte, and lymphocyte counts explained 38.9% of the variance in the LPS dose-dependent gene set. A multivariate linear model including leukocyte composition delineated a set of 295 genes with a dependency on LPS dose. Evaluation of the 295 gene signature in patients with sepsis due to abdominal infections showed significant correlations. Promoter regions of the LPS dose gene set were enriched for YY1, EGR1, ELK1, GABPA, KLF4, and REL transcription factor binding sites. Intravenous injection of 1, 2, or 4 ng/kg LPS was accompanied by both shared and distinct leukocyte transcriptional alterations. These data may assist in assessing the severity of the insult in patients with abdominal sepsis.The host immune response is characterized by a complex interplay of signal-specific cellular transcriptional responses. The magnitude of the immune response is dependent on the strength of the external stimulus. Knowledge on leukocyte transcriptional responses altered in response to different stimulus dosages in man is lacking. Here, we sought to identify leukocyte transcriptional signatures dependent on LPS dose in humans. Healthy human volunteers were administered 1 ng/kg (n = 7), 2 ng/kg (n = 6), or 4 ng/kg (n = 7) LPS intravenously. Blood was collected before (pre-LPS) and 4 h after LPS administration. Total RNA was analyzed by microarrays and generalized linear models. Pathway analysis was performed by using Ingenuity pathway analysis. Leukocyte transcriptomes altered per LPS dosage were predominantly shared, with 47% common signatures relative to pre-LPS. A univariate linear model identified a set of 3736 genes that exhibited a dependency on differing LPS dosages. Neutrophil, monocyte, and lymphocyte counts explained 38.9% of the variance in the LPS dose-dependent gene set. A multivariate linear model including leukocyte composition delineated a set of 295 genes with a dependency on LPS dose. Evaluation of the 295 gene signature in patients with sepsis due to abdominal infections showed significant correlations. Promoter regions of the LPS dose gene set were enriched for YY1, EGR1, ELK1, GABPA, KLF4, and REL transcription factor binding sites. Intravenous injection of 1, 2, or 4 ng/kg LPS was accompanied by both shared and distinct leukocyte transcriptional alterations. These data may assist in assessing the severity of the insult in patients with abdominal sepsis. The host immune response is characterized by a complex interplay of signal-specific cellular transcriptional responses. The magnitude of the immune response is dependent on the strength of the external stimulus. Knowledge on leukocyte transcriptional responses altered in response to different stimulus dosages in man is lacking. Here, we sought to identify leukocyte transcriptional signatures dependent on LPS dose in humans. Healthy human volunteers were administered 1 ng/kg (n = 7), 2 ng/kg (n = 6), or 4 ng/kg (n = 7) LPS intravenously. Blood was collected before (pre-LPS) and 4 h after LPS administration. Total RNA was analyzed by microarrays and generalized linear models. Pathway analysis was performed by using Ingenuity pathway analysis. Leukocyte transcriptomes altered per LPS dosage were predominantly shared, with 47% common signatures relative to pre-LPS. A univariate linear model identified a set of 3736 genes that exhibited a dependency on differing LPS dosages. Neutrophil, monocyte, and lymphocyte counts explained 38.9% of the variance in the LPS dose-dependent gene set. A multivariate linear model including leukocyte composition delineated a set of 295 genes with a dependency on LPS dose. Evaluation of the 295 gene signature in patients with sepsis due to abdominal infections showed significant correlations. Promoter regions of the LPS dose gene set were enriched for YY1, EGR1, ELK1, GABPA, KLF4, and REL transcription factor binding sites. Intravenous injection of 1, 2, or 4 ng/kg LPS was accompanied by both shared and distinct leukocyte transcriptional alterations. These data may assist in assessing the severity of the insult in patients with abdominal sepsis. The host immune response is characterized by a complex interplay of signal‐specific cellular transcriptional responses. The magnitude of the immune response is dependent on the strength of the external stimulus. Knowledge on leukocyte transcriptional responses altered in response to different stimulus dosages in man is lacking. Here, we sought to identify leukocyte transcriptional signatures dependent on LPS dose in humans. Healthy human volunteers were administered 1 ng/kg (n = 7), 2 ng/kg (n = 6), or 4 ng/kg (n = 7) LPS intravenously. Blood was collected before (pre‐LPS) and 4 h after LPS administration. Total RNA was analyzed by microarrays and generalized linear models. Pathway analysis was performed by using Ingenuity pathway analysis. Leukocyte transcriptomes altered per LPS dosage were predominantly shared, with 47% common signatures relative to pre‐LPS. A univariate linear model identified a set of 3736 genes that exhibited a dependency on differing LPS dosages. Neutrophil, monocyte, and lymphocyte counts explained 38.9% of the variance in the LPS dose‐dependent gene set. A multivariate linear model including leukocyte composition delineated a set of 295 genes with a dependency on LPS dose. Evaluation of the 295 gene signature in patients with sepsis due to abdominal infections showed significant correlations. Promoter regions of the LPS dose gene set were enriched for YY1, EGR1, ELK1, GABPA, KLF4, and REL transcription factor binding sites. Intravenous injection of 1, 2, or 4 ng/kg LPS was accompanied by both shared and distinct leukocyte transcriptional alterations. These data may assist in assessing the severity of the insult in patients with abdominal sepsis. Shared and distinct leukocyte transcriptional signatures in response to different LPS dosages in human endotoxemia. The host immune response is characterized by a complex interplay of signal‐specific cellular transcriptional responses. The magnitude of the immune response is dependent on the strength of the external stimulus. Knowledge on leukocyte transcriptional responses altered in response to different stimulus dosages in man is lacking. Here, we sought to identify leukocyte transcriptional signatures dependent on LPS dose in humans. Healthy human volunteers were administered 1 ng/kg ( n = 7), 2 ng/kg ( n = 6), or 4 ng/kg ( n = 7) LPS intravenously. Blood was collected before (pre‐LPS) and 4 h after LPS administration. Total RNA was analyzed by microarrays and generalized linear models. Pathway analysis was performed by using Ingenuity pathway analysis. Leukocyte transcriptomes altered per LPS dosage were predominantly shared, with 47% common signatures relative to pre‐LPS. A univariate linear model identified a set of 3736 genes that exhibited a dependency on differing LPS dosages. Neutrophil, monocyte, and lymphocyte counts explained 38.9% of the variance in the LPS dose‐dependent gene set. A multivariate linear model including leukocyte composition delineated a set of 295 genes with a dependency on LPS dose. Evaluation of the 295 gene signature in patients with sepsis due to abdominal infections showed significant correlations. Promoter regions of the LPS dose gene set were enriched for YY1, EGR1, ELK1, GABPA, KLF4, and REL transcription factor binding sites. Intravenous injection of 1, 2, or 4 ng/kg LPS was accompanied by both shared and distinct leukocyte transcriptional alterations. These data may assist in assessing the severity of the insult in patients with abdominal sepsis. Shared and distinct leukocyte transcriptional signatures in response to different LPS dosages in human endotoxemia. The host immune response is characterized by a complex interplay of signal-specific cellular transcriptional responses. The magnitude of the immune response is dependent on the strength of the external stimulus. Knowledge on leukocyte transcriptional responses altered in response to different stimulus dosages in man is lacking. Here, we sought to identify leukocyte transcriptional signatures dependent on LPS dose in humans. Healthy human volunteers were administered 1 ng/kg (n = 7), 2 ng/kg (n = 6), or 4 ng/kg (n = 7) LPS intravenously. Blood was collected before (pre-LPS) and 4 h after LPS administration. Total RNA was analyzed by microarrays and generalized linear models. Pathway analysis was performed by using Ingenuity pathway analysis. Leukocyte transcriptomes altered per LPS dosage were predominantly shared, with 47% common signatures relative to pre-LPS. A univariate linear model identified a set of 3736 genes that exhibited a dependency on differing LPS dosages. Neutrophil, monocyte, and lymphocyte counts explained 38.9% of the variance in the LPS dose-dependent gene set. A multivariate linear model including leukocyte composition delineated a set of 295 genes with a dependency on LPS dose. Evaluation of the 295 gene signature in patients with sepsis due to abdominal infections showed significant correlations. Promoter regions of the LPS dose gene set were enriched for YY1, EGR1, ELK1, GABPA, KLF4, and REL transcription factor binding sites. Intravenous injection of 1, 2, or 4 ng/kg LPS was accompanied by both shared and distinct leukocyte transcriptional alterations. These data may assist in assessing the severity of the insult in patients with abdominal sepsis. |
Author | Zwinderman, Aeilko H. Nürnberg, Peter der Meer, Anne‐Jan der Poll, Tom Perlee, Desiree Schoenmaker, Lieke Khan, Hina N. Scicluna, Brendon P. Franitza, Marek Toliat, Mohammad Reza |
AuthorAffiliation | 2 Department of Clinical Epidemiology Biostatistics and Bioinformatics Amsterdam University Medical Centers, Academic Medical Center Amsterdam The Netherlands 3 Cologne Center for Genomics (CCG) University of Cologne Cologne Germany 6 Division of Infectious Diseases Amsterdam University Medical Centers Academic Medical Center University of Amsterdam Amsterdam The Netherlands 4 Cologne Excellence Cluster on Cellular Stress Responses in Aging‐Associated Diseases (CECAD) University of Cologne Cologne Germany 5 Center for Molecular Medicine Cologne (CMMC) University of Cologne Cologne Germany 1 Center for Experimental Molecular Medicine Amsterdam University Medical Centers Academic Medical Center University of Amsterdam Amsterdam The Netherlands |
AuthorAffiliation_xml | – name: 6 Division of Infectious Diseases Amsterdam University Medical Centers Academic Medical Center University of Amsterdam Amsterdam The Netherlands – name: 4 Cologne Excellence Cluster on Cellular Stress Responses in Aging‐Associated Diseases (CECAD) University of Cologne Cologne Germany – name: 1 Center for Experimental Molecular Medicine Amsterdam University Medical Centers Academic Medical Center University of Amsterdam Amsterdam The Netherlands – name: 5 Center for Molecular Medicine Cologne (CMMC) University of Cologne Cologne Germany – name: 2 Department of Clinical Epidemiology Biostatistics and Bioinformatics Amsterdam University Medical Centers, Academic Medical Center Amsterdam The Netherlands – name: 3 Cologne Center for Genomics (CCG) University of Cologne Cologne Germany |
Author_xml | – sequence: 1 givenname: Hina N. surname: Khan fullname: Khan, Hina N. organization: Amsterdam University Medical Centers, Academic Medical Center – sequence: 2 givenname: Desiree surname: Perlee fullname: Perlee, Desiree organization: University of Amsterdam – sequence: 3 givenname: Lieke surname: Schoenmaker fullname: Schoenmaker, Lieke organization: University of Amsterdam – sequence: 4 givenname: Anne‐Jan orcidid: 0000-0002-0520-0816 surname: der Meer fullname: der Meer, Anne‐Jan organization: University of Amsterdam – sequence: 5 givenname: Marek surname: Franitza fullname: Franitza, Marek organization: University of Cologne – sequence: 6 givenname: Mohammad Reza surname: Toliat fullname: Toliat, Mohammad Reza organization: University of Cologne – sequence: 7 givenname: Peter surname: Nürnberg fullname: Nürnberg, Peter organization: University of Cologne – sequence: 8 givenname: Aeilko H. surname: Zwinderman fullname: Zwinderman, Aeilko H. organization: Amsterdam University Medical Centers, Academic Medical Center – sequence: 9 givenname: Tom surname: der Poll fullname: der Poll, Tom organization: University of Amsterdam – sequence: 10 givenname: Brendon P. surname: Scicluna fullname: Scicluna, Brendon P. email: b.scicluna@amc.uva.nl organization: Amsterdam University Medical Centers, Academic Medical Center |
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Snippet | The host immune response is characterized by a complex interplay of signal‐specific cellular transcriptional responses. The magnitude of the immune response is... The host immune response is characterized by a complex interplay of signal-specific cellular transcriptional responses. The magnitude of the immune response is... |
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SubjectTerms | Adult blood Dose-Response Relationship, Immunologic Endotoxemia - chemically induced Endotoxemia - immunology Endotoxemia - pathology Gene Expression Profiling Gene Expression Regulation - drug effects Gene Expression Regulation - immunology genomics Host Defense & Pathophysiology Humans immune response Leukocytes - immunology Leukocytes - pathology Lipopolysaccharides - toxicity Male Oligonucleotide Array Sequence Analysis Transcription, Genetic - drug effects Transcription, Genetic - immunology |
Title | Leukocyte transcriptional signatures dependent on LPS dosage in human endotoxemia |
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