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Gomez JL, Himes BE, Kaminski N. Precision Medicine in Critical Illness: Sepsis and Acute Respiratory Distress Syndrome. PRECISION IN PULMONARY, CRITICAL CARE, AND SLEEP MEDICINE 2019. [PMCID: PMC7120471 DOI: 10.1007/978-3-030-31507-8_18] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Sepsis and the acute respiratory distress syndrome (ARDS) each cause substantial morbidity and mortality. In contrast to other lung diseases, the entire course of disease in these syndromes is measured in days to weeks rather than months to years, which raises unique challenges in achieving precision medicine. We review advances in sepsis and ARDS resulting from omics studies, including those involving genome-wide association, gene expression, targeted proteomics, and metabolomics approaches. We focus on promising evidence of biological subtypes in both sepsis and ARDS that consistently display high risk for death. In sepsis, a gene expression signature with dysregulated adaptive immune signaling has evidence for a differential response to systemic steroid therapy, whereas in ARDS, a hyperinflammatory pattern identified in plasma using targeted proteomics responded more favorably to randomized interventions including high positive end-expiratory pressure, volume conservative fluid therapy, and simvastatin therapy. These early examples suggest heterogeneous biology that may be challenging to detect by clinical factors alone and speak to the promise of a precision approach that targets the right treatment at the right time to the right patient.
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Affiliation(s)
- Jose L. Gomez
- Assistant Professor Pulmonary, Critical Care and Sleep Medicine Section, Department of Medicine, Yale University School of Medicine, New Haven, CT USA
| | - Blanca E. Himes
- Assistant Professor of Informatics, Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA USA
| | - Naftali Kaminski
- Boehringer-Ingelheim Endowed, Professor of Internal Medicine, Chief of Pulmonary, Critical Care and Sleep Medicine, Yale University School of Medicine, New Haven, CT USA
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Prado-Díaz A, Castillo A, Rojas DM, Chávez-Vivas M. Marcadores moleculares en el diagnóstico y pronóstico de sepsis, sepsis grave y choque séptico. REVISTA DE LA FACULTAD DE MEDICINA 2017. [DOI: 10.15446/revfacmed.v65n1.53876] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Introducción. A pesar de los importantes avances en el entendimiento de la patofisiología de la sepsis, la mortalidad que genera sigue siendo alta.Objetivo. Describir el estado del arte de los biomarcadores moleculares propuestos hasta el momento como potenciales marcadores para el diagnóstico y pronóstico de sepsis, sepsis grave y choque séptico.Materiales y métodos. Se analizaron los registros de los últimos 14 años que se encontraban en PubMed, en The New England Journal of Medicine (NEJM) y en Illinois Automatic Computer (ILLIAC) con los términos sepsis, genetic polymorphisms, genetic variation y molecular marker. Se clasificaron los artículos por año de publicación y solo se tuvieron en cuenta los publicados durante los últimos 10 años.Resultados. La búsqueda arrojó 3 370 referencias que cubren más de 30 genes con polimorfismos genéticos que pueden ser empleados como potenciales marcadores de polimorfismos. Estos fueron evaluados para su uso en las diferentes manifestaciones de sepsis, su diagnóstico y progresión. Se describen 20 genes marcadores: cuatro asociados con bacteremia (TLR-1, TLR-2, Proteína C y Selectina-E), nueve con sepsis (IL-1B, IL-1A, IL-6, TNF-α, TLR-1, MBL-1, Hsp70, PAI-1 y MIF-1), siete con sepsis grave (IL-1RN, IL-10, TNF-α, CD14, TREM-1, Caspasa 12 y DEFB-1), cinco con choque séptico (TNF-B, TLR-4, Hsp70, MBL-1 y CD14 ) y tres con disfunción multiorgánica (TLR-1, PAI-1 y Proteína C).Conclusión. Los polimorfismos genéticos, en su mayoría, han sido probados clínicamente como marcadores de diagnóstico y pronóstico en la sepsis con resultados prometedores por la alta especificidad y sensibilidad en la práctica clínica.
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Reilly JP, Meyer NJ, Christie JD. Genetics in the Prevention and Treatment of Sepsis. SEPSIS 2017. [DOI: 10.1007/978-3-319-48470-9_15] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Wang Z, Wang T, Chang J, Li H, Wang C, Li Y, Lang X, Jing S, Zhang G, Wang Y. Genetic association of PROC variants with pulmonary embolism in Northern Chinese Han population. SPRINGERPLUS 2016; 5:147. [PMID: 27026844 PMCID: PMC4764599 DOI: 10.1186/s40064-016-1801-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Accepted: 02/12/2016] [Indexed: 11/10/2022]
Abstract
To evaluate SNPs (single nucleotide polymorphism) in PROC (protein C gene) associated with pulmonary embolism (PE) susceptibility in North Chinese Han population. A case-control study design was used, and patients with PE and healthy participants were enrolled from the Emerging Department of the several hospitals in Weifang, Shandong, China. SNPs in PROC were genotyped using Mass ARRAY system. The allele frequency of rs199469469 was significantly different between PE patients and the control [OR (95 % CI) = 5.00 (1.66-15.12), P = 0.004], and the difference remained significantly after controlling for age and gender [OR (95 % CI) = 5.34 (1.47-19.39), P = 0.011). The G(del)G in the haplotype includes rs1799809|rs199469469|rs2069928 was of a significantly difference (P = 0.016) among PE patients and the controls, and remained significant (P = 0.015) after adjustment for age and sex. Our study reports that PROC SNPs (rs199469469) might be associated with PE susceptibility, with the G allele of rs199469469 serving as the protective factors for incidence of PE. These findings may contribute to the understanding and primary prevention of PE.
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Affiliation(s)
- Zengliang Wang
- Department of Thorax, Anqiu People's Hospital, Weifang, 262100 China
| | - Tianhe Wang
- Department of Brain EMG, Anqiu People's Hospital, Weifang, 262100 China
| | - Jianyong Chang
- Department of Neurosurgery, Weifang People's Hospital, Weifang, 261021 China
| | - Hua Li
- Department of Neurology, Anqiu People's Hospital, Weifang, 262100 China
| | - Chengdong Wang
- Key Laboratory of Weifang Brain Hospital, Weifang People's Hospital, Weifang, 261021 China
| | - Yongyong Li
- Department of Surgery, Anqiu Municipal Hospital, Weifang, 262100 China
| | - Xuhe Lang
- Department of Nephrology, Anqiu People's Hospital, Weifang, 262100 China
| | - Shimei Jing
- Department of Neurosurgery, Weifang People's Hospital, Weifang, 261021 China
| | - Guoqing Zhang
- Department of Neurosurgery, People's Hospital of Weifang High Tech Industry Development Zone, Weifang, 261041 China
| | - Yuting Wang
- Department of Neurosurgery, Weifang People's Hospital, Weifang, 261021 China
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Ocak G, Drechsler C, Vossen CY, Vos HL, Rosendaal FR, Reitsma PH, Hoffmann MM, März W, Ouwehand WH, Krediet RT, Boeschoten EW, Dekker FW, Wanner C, Verduijn M. Single nucleotide variants in the protein C pathway and mortality in dialysis patients. PLoS One 2014; 9:e97251. [PMID: 24816905 PMCID: PMC4016291 DOI: 10.1371/journal.pone.0097251] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2014] [Accepted: 04/16/2014] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND The protein C pathway plays an important role in the maintenance of endothelial barrier function and in the inflammatory and coagulant processes that are characteristic of patients on dialysis. We investigated whether common single nucleotide variants (SNV) in genes encoding protein C pathway components were associated with all-cause 5 years mortality risk in dialysis patients. METHODS Single nucleotides variants in the factor V gene (F5 rs6025; factor V Leiden), the thrombomodulin gene (THBD rs1042580), the protein C gene (PROC rs1799808 and 1799809) and the endothelial protein C receptor gene (PROCR rs867186, rs2069951, and rs2069952) were genotyped in 1070 dialysis patients from the NEtherlands COoperative Study on the Adequacy of Dialysis (NECOSAD) cohort) and in 1243 dialysis patients from the German 4D cohort. RESULTS Factor V Leiden was associated with a 1.5-fold (95% CI 1.1-1.9) increased 5-year all-cause mortality risk and carriers of the AG/GG genotypes of the PROC rs1799809 had a 1.2-fold (95% CI 1.0-1.4) increased 5-year all-cause mortality risk. The other SNVs in THBD, PROC, and PROCR were not associated with 5-years mortality. CONCLUSION Our study suggests that factor V Leiden and PROC rs1799809 contributes to an increased mortality risk in dialysis patients.
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Affiliation(s)
- Gürbey Ocak
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
- * E-mail:
| | - Christiane Drechsler
- Department of Medicine, Division of Nephrology, University Hospital, Würzburg, Germany
- Comprehensive Heart Failure Center, University of Wuerzburg, Wuerzburg, Germany
- Institute of Clinical Epidemiology and Biometry, University of Wuerzburg, Wuerzburg, Germany
| | - Carla Y. Vossen
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Hans L. Vos
- Department of Thrombosis and Haemostasis, Leiden University Medical Center, Leiden, The Netherlands
- Einthoven Laboratory for Experimental Vascular Medicine, Leiden University Medical Center, Leiden, The Netherlands
| | - Frits R. Rosendaal
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Thrombosis and Haemostasis, Leiden University Medical Center, Leiden, The Netherlands
- Einthoven Laboratory for Experimental Vascular Medicine, Leiden University Medical Center, Leiden, The Netherlands
| | - Pieter H. Reitsma
- Department of Thrombosis and Haemostasis, Leiden University Medical Center, Leiden, The Netherlands
- Einthoven Laboratory for Experimental Vascular Medicine, Leiden University Medical Center, Leiden, The Netherlands
| | - Michael M. Hoffmann
- Institute of Clinical Chemistry and Laboratory Medicine, University Medical Center, Freiburg, Germany
| | - Winfried März
- Department of Public Health, Social and Preventive Medicine, University of Heidelberg, Mannheim, Germany
| | - Willem H. Ouwehand
- Department of Hematology, University of Cambridge and National Health Service Blood and Transplant, Cambridge, United Kingdom
- Department of Human Genetics, Wellcome Trust Sanger Institute, Cambridge, United Kingdom
| | - Raymond T. Krediet
- Department of Nephrology, Academic Medical Center, Amsterdam, The Netherlands
| | | | - Friedo W. Dekker
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Christoph Wanner
- Department of Medicine, Division of Nephrology, University Hospital, Würzburg, Germany
- Comprehensive Heart Failure Center, University of Wuerzburg, Wuerzburg, Germany
| | - Marion Verduijn
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
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Abstract
Genetic variations, in part, determine individual susceptibility to sepsis and pneumonia. Advances in genetic sequence analysis as well as high throughput platform analysis of gene expression has allowed for a better understanding of immunopathogenesis during sepsis. Differences in genes can also modulate immune and inflammatory response during sepsis thereby translating to differences in clinical outcomes. An increasing number of candidate genes have been implicated to play a role in sepsis susceptibility, most of which are controversial with few exceptions. This does not refute the significance of genetic polymorphisms in sepsis, but rather highlights the difficulties and pitfalls related to genetic association studies. These difficulties include differences in study design such as heterogeneous patient cohorts and differences in pathogenic organisms, linkage disequilibrium, and lack of power for detailed haplotype analysis or examination of gene-gene interactions. There is extensive diversity in the pathways of inflammation and immune response during sepsis making it even harder to prove the functional and clinical significance of one single genetic polymorphism which could be easily masqueraded or compensated by other upstream or downstream events of the pathway involved. The majority of studies have analysed candidate genes in isolation from other possible polymorphisms. It is likely that susceptibility to sepsis is the result of polymorphisms from multiple genes rather than one single mutation. Future studies should aim for multi-centered collaborative approach looking at genome wide association or gene profiling to provide a more complete appraisal of the key genetic players in determining genetic susceptibility to sepsis. This review paper will summarise the prominent candidate gene polymorphisms with known functional changes or those with haplotype data. In addition, a summary of the expanding research in the field of epigenetics and post-sepsis immunosuppression will be discussed.
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Affiliation(s)
- Li Ping Chung
- School of Medicine and Pharmacology, University of Western Australia, Perth, Western Australia
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Abstract
The number of genetic polymorphisms shown to play a role in sepsis continues to increase. At the same time, platforms for genetic sequencing and expression analysis are being refined, allowing unprecedented data generation. International databases may soon facilitate synchrony of genotypic and phenotypic data using enormous numbers of septic patients. If this occurs, 2 strategies for investigating polymorphisms in sepsis are likely to gain favor. In the first strategy, sepsis will continue to be viewed as a single entity. High-throughput genetic techniques will be used to evaluate numerous polymorphisms, each with fractional disease responsibility. Nongenetic variables, such as pathogen characteristics, underlying host medical conditions, and type and timing of resuscitation, will be considered cofactors. Using this approach, principal components that predict susceptibility to and outcomes during sepsis are likely to be identified. In the second strategy, sepsis will be divided into subtypes based on the concentration of specific variables. Categories will be based on features like the presence or absence of specific polymorphisms, gram-positive or gram-negative staining of causative organisms, age and comorbid conditions of the host, recent administration of chemotherapeutic agents, and hospital setting (ie, community vs teaching institution). Each category will be used to create homogenous sepsis subgroups for detailed evaluation. This approach will increase the odds of finding single dominant factors responsible for predilection and/or outcome within well-defined groups among those with sepsis. Several elements will be essential for the success of both these strategies. Firstly, databases that are extremely detailed will have to be generated. Secondly, better clinical information technology systems will be needed to facilitate large-scale phenotyping. Thirdly, standardization of protocols will need to take place to ensure uniformity of data sets. If the rapid advances in technology and informatics continue, they may catalyze paradigm shifts with regard to how clinicians address sepsis. Clinicians may change their focus from aggressive uniform treatment strategies to rapid stratification and subcategorization, with subsequent aggressive targeted therapeutic interventions. Advances in technology have the potential to change our primary goal in sepsis from rapid treatment to prevention for those most at risk. The cost savings to the US health care systems from such changes could be substantial.
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Affiliation(s)
- Allen Namath
- Division of Pulmonary and Critical Care Medicine, Santa Clara Valley Medical Center, San Jose, CA 95128, USA
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Waterer GW, Bruns AHW. Genetic risk of acute pulmonary infections and sepsis. Expert Rev Respir Med 2010; 4:229-38. [PMID: 20406089 DOI: 10.1586/ers.10.13] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The focus of this review is the genetic influence on pneumonia and sepsis. A large number of polymorphisms in a diverse collection of genes have been identified as potential candidates to explain the genetic variability in susceptibility to acute pulmonary infection and its adverse outcomes. Unfortunately, apart from polymorphisms in mannose-binding lectin, CD14 and the IgG2 receptor, there is little consensus on which polymorphisms are truly important. As well as discussing some of the major published findings, this review will focus on the reasons for failure to make more progress. We will also address the issues for future research, particularly the need to address the limitations of past studies, including the grouping of patients with different pathogens, as the relationship between genotype and phenotype may be highly pathogen dependent. Finally, our approach to reporting genetic studies needs to change to minimize the number of publications of spurious findings.
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Affiliation(s)
- Grant W Waterer
- School of Medicine and Pharmacology, University of Western Australia, Level 4 MRF Building, Royal Perth Hospital, GPO Box X2213, Perth 6847, Australia.
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Jin Y, Zhang Y, Wang H, Wu S, Chen Q, Cheng B, Xie G, Hu Y, Fang X. Genomic polymorphisms within alpha 7 nicotinic acetylcholine receptor and severe sepsis in Chinese Han population. Int J Immunogenet 2010; 37:361-5. [PMID: 20518839 DOI: 10.1111/j.1744-313x.2010.00933.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Alpha 7 nicotinic acetylcholine receptor, a kind of ligand-gated ion channel mainly expressed in macrophages, plays a crucial role in improving survival in sepsis via suppressing proinflammatory cytokines. The predisposition of genomic polymorphisms within alpha 7 nicotinic acetylcholine receptor gene (CHRNA7) to sepsis has not been investigated. The current association study was performed to analyse six common genetic variations within 5'-upstream region of CHRNA7 gene in 229 patients with severe sepsis and 267 controls. Neither allelic frequencies nor genotype distributions were significantly different between patients and controls, as well as between surviving and nonsurviving patients. The frequencies of estimated haplotypes were also comparable between above defined groups. The present study suggests that genomic polymorphisms in the 5'-upstream region of CHRNA7 gene may not be a major risk factor for severe sepsis in Chinese Han population.
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Affiliation(s)
- Y Jin
- Department of Anesthesiology, The First Affiliated Hospital, School of Medicine, Zhejiang University, QingChun Road 79, Hangzhou, China
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Sutherland AM, Walley KR. Bench-to-bedside review: Association of genetic variation with sepsis. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2009; 13:210. [PMID: 19439056 PMCID: PMC2689454 DOI: 10.1186/cc7702] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Susceptibility and response to infectious disease is, in part, heritable. Initial attempts to identify the causal genetic polymorphisms have not been entirely successful because of the complexity of the genetic, epigenetic, and environmental factors that influence susceptibility and response to infectious disease and because of flaws in study design. Potential associations between clinical outcome from sepsis and many inflammatory cytokine gene polymorphisms, innate immunity pathway gene polymorphisms, and coagulation cascade polymorphisms have been observed. Confirmation in large, well conducted, multicenter studies is required to confirm current findings and to make them clinically applicable. Unbiased investigation of all genes in the human genome is an emerging approach. New, economical, high-throughput technologies may make this possible. It is now feasible to genotype thousands of tag single nucleotide polymorphisms across the genome in thousands of patients, thus addressing the issues of small sample size and bias in selecting candidate polymorphisms and genes for genetic association studies. By performing genome-wide association studies, genome-wide scans of nonsynonymous single nucleotide polymorphisms, and testing for differential allelic expression and copy number polymorphisms, we may yet be able to tease out the complex influence of genetic variation on susceptibility and response to infectious disease.
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Russell JA, Wellman H, Walley KR. Protein C rs2069912 C allele is associated with increased mortality from severe sepsis in North Americans of East Asian ancestry. Hum Genet 2008; 123:661-3. [PMID: 18496716 DOI: 10.1007/s00439-008-0509-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2008] [Accepted: 05/01/2008] [Indexed: 11/27/2022]
Abstract
Chen et al. found that the CA haplotype of protein C -1654C/T and -1641G/A was associated with increased risk of death and organ dysfunction in Chinese Han patients with severe sepsis (Hum Genet 123:281-287, 2008). We similarly tested for association of the C allele of protein C 673 T/C (rs2069912) (linkage disequilibrium with the CA haplotype, D' = 100%) in a cohort of 100 North American East Asians with severe sepsis. The C allele was associated with increased mortality and organ dysfunction, consistent with Chen et al.
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Affiliation(s)
- James A Russell
- University of British Columbia Critical Care Research Laboratories, 1081 Burrard Street, Vancouver, BC, Canada.
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