Fernanda do Carmo De Stefani, Ana Carolina de Miranda, Bruna Cassia Dal Vesco, Dalila Luciola Zanette, Anelis Maria Marin, Luis Gustavo Morello, Igor Alexandre Côrtes de Menezes
{"title":"Prognostic evaluation of molecular endotypes in sepsis: a multicenter cohort study in Brazil.","authors":"Fernanda do Carmo De Stefani, Ana Carolina de Miranda, Bruna Cassia Dal Vesco, Dalila Luciola Zanette, Anelis Maria Marin, Luis Gustavo Morello, Igor Alexandre Côrtes de Menezes","doi":"10.1097/SHK.0000000000002661","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Sepsis heterogeneity affects the identification of high-risk patients. Outcomes in low- and middle-income countries are worse than those in developed nations. This study aimed to assess the prognostic potential of the previously described molecular endotypes, Mars1, Mars2, Mars3, and Mars4, in a Brazilian cohort with sepsis.</p><p><strong>Material and methods: </strong>This prospective, multicenter, observational study identified molecular expression-based endotypes in adults from four intensive care units in Brazil. Patients on their first 24-hour diagnosis of sepsis based on the Sepsis 3 criteria were included. Health care workers were included in the control group. Quantitative real-time polymerase chain reaction (qRT-PCR) was used to quantify the transcripted levels of eight genes and determine the four endotypes. The primary endpoint was 28-day mortality with a secondary analysis of diagnostic accuracy. Statistical significance was set at P < 0.05.</p><p><strong>Results: </strong>One-hundred-sixty-eight participants and twenty-five controls were enrolled in this study. The overall mortality rate was 44%. The Mars1 group showed a higher 28-day mortality than the non-Mars1group. The log-rank test showed a worst survival probability in Mars1 subgroup (P = 0.013), and the hazard ratio was 1.78 (P = 0.017). Compared to control, area-under-the-curve (AUC) of ROC curves for diagnosing sepsis were: 0.69 for Mars1 (SD 0.62-0.77 / P = 0.0016), 0.89 for Mars2 (SD 0.85-0.94 / P < 0.0001), 0.82 for Mars3 (SD 0.75-0.88 / P < 0.0001) and 0.71 for Mars4 (SD 0.64-0.79 / P < 0.0006).</p><p><strong>Conclusion: </strong>The Mars1 endotype detected by qRT-PCR was associated with worse sepsis survival in low-to middle-income countries. We also identified the Mars 2 endotype as a potential diagnostic marker for sepsis.</p>","PeriodicalId":21667,"journal":{"name":"SHOCK","volume":" ","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"SHOCK","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/SHK.0000000000002661","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CRITICAL CARE MEDICINE","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Sepsis heterogeneity affects the identification of high-risk patients. Outcomes in low- and middle-income countries are worse than those in developed nations. This study aimed to assess the prognostic potential of the previously described molecular endotypes, Mars1, Mars2, Mars3, and Mars4, in a Brazilian cohort with sepsis.
Material and methods: This prospective, multicenter, observational study identified molecular expression-based endotypes in adults from four intensive care units in Brazil. Patients on their first 24-hour diagnosis of sepsis based on the Sepsis 3 criteria were included. Health care workers were included in the control group. Quantitative real-time polymerase chain reaction (qRT-PCR) was used to quantify the transcripted levels of eight genes and determine the four endotypes. The primary endpoint was 28-day mortality with a secondary analysis of diagnostic accuracy. Statistical significance was set at P < 0.05.
Results: One-hundred-sixty-eight participants and twenty-five controls were enrolled in this study. The overall mortality rate was 44%. The Mars1 group showed a higher 28-day mortality than the non-Mars1group. The log-rank test showed a worst survival probability in Mars1 subgroup (P = 0.013), and the hazard ratio was 1.78 (P = 0.017). Compared to control, area-under-the-curve (AUC) of ROC curves for diagnosing sepsis were: 0.69 for Mars1 (SD 0.62-0.77 / P = 0.0016), 0.89 for Mars2 (SD 0.85-0.94 / P < 0.0001), 0.82 for Mars3 (SD 0.75-0.88 / P < 0.0001) and 0.71 for Mars4 (SD 0.64-0.79 / P < 0.0006).
Conclusion: The Mars1 endotype detected by qRT-PCR was associated with worse sepsis survival in low-to middle-income countries. We also identified the Mars 2 endotype as a potential diagnostic marker for sepsis.
期刊介绍:
SHOCK®: Injury, Inflammation, and Sepsis: Laboratory and Clinical Approaches includes studies of novel therapeutic approaches, such as immunomodulation, gene therapy, nutrition, and others. The mission of the Journal is to foster and promote multidisciplinary studies, both experimental and clinical in nature, that critically examine the etiology, mechanisms and novel therapeutics of shock-related pathophysiological conditions. Its purpose is to excel as a vehicle for timely publication in the areas of basic and clinical studies of shock, trauma, sepsis, inflammation, ischemia, and related pathobiological states, with particular emphasis on the biologic mechanisms that determine the response to such injury. Making such information available will ultimately facilitate improved care of the traumatized or septic individual.