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Lee SH, Cho Y, Oh J, Kang H, Lim TH, Ko BS, Yoo KH, Lee J. Total cholesterol and bilirubin levels are associated with neurologic outcomes in patients with out-of-hospital cardiac arrest. Intern Emerg Med 2024:10.1007/s11739-024-03742-0. [PMID: 39516448 DOI: 10.1007/s11739-024-03742-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Accepted: 08/06/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND Assessing the neurologic outcomes of patients who experience out of hospital cardiac arrest (OHCA) is challenging. Neurologic outcomes were evaluated using initial nutrition related biochemical markers. METHODS We used data from a multicentre retrospective observational study, the Korean Cardiac Arrest Resuscitation Consortium (KoCARC) registry. Among the 666 patients, 217 had good neurologic outcomes, while 449 had poor neurologic outcomes. Multivariate logistic regression and classification and regression tree (CART) analyses were employed. RESULT In the multivariate logistic regression analysis, total cholesterol ≥ 158.5 mg/dL, total bilirubin ≥ 0.265 mg/dL, Sodium < 142.1 mEq/L, AST < 200.5 U/L and were identified as significant biomarkers for good neurologic outcomes. In the CART analysis, total cholesterol ≥ 158.5 mg/dL and total bilirubin ≥ 0.365 mg/dL were found to be significant indicators. In additional analysis, when the total bilirubin level ranged from 0.6 to 0.7 mg/dL, the highest rate of a good neurologic outcome was observed at 44.6%, whereas levels below or above this range gradually indicated a lower rate of a good neurologic outcome. CONCLUSION We propose that total cholesterol and total bilirubin levels could serve as valuable indicators for predicting neurologic outcomes in patients with OHCA.
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Affiliation(s)
- Sang Hwan Lee
- Department of Emergency Medicine, College of Medicine, Hanyang University, 222-1 Wangsimni-ro, Seongdong-gu, Seoul, 04763, Republic of Korea
| | - Yongil Cho
- Department of Emergency Medicine, College of Medicine, Hanyang University, 222-1 Wangsimni-ro, Seongdong-gu, Seoul, 04763, Republic of Korea
| | - Jaehoon Oh
- Department of Emergency Medicine, College of Medicine, Hanyang University, 222-1 Wangsimni-ro, Seongdong-gu, Seoul, 04763, Republic of Korea
| | - Hyunggoo Kang
- Department of Emergency Medicine, College of Medicine, Hanyang University, 222-1 Wangsimni-ro, Seongdong-gu, Seoul, 04763, Republic of Korea
| | - Tae Ho Lim
- Department of Emergency Medicine, College of Medicine, Hanyang University, 222-1 Wangsimni-ro, Seongdong-gu, Seoul, 04763, Republic of Korea
| | - Byuk Sung Ko
- Department of Emergency Medicine, College of Medicine, Hanyang University, 222-1 Wangsimni-ro, Seongdong-gu, Seoul, 04763, Republic of Korea
| | - Kyung Hun Yoo
- Department of Emergency Medicine, College of Medicine, Hanyang University, 222-1 Wangsimni-ro, Seongdong-gu, Seoul, 04763, Republic of Korea
| | - Juncheol Lee
- Department of Emergency Medicine, College of Medicine, Hanyang University, 222-1 Wangsimni-ro, Seongdong-gu, Seoul, 04763, Republic of Korea.
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Park DJ, Baik SM, Lee H, Park H, Lee JM. Impact of nutrition-related laboratory tests on mortality of patients who are critically ill using artificial intelligence: A focus on trace elements, vitamins, and cholesterol. Nutr Clin Pract 2024. [PMID: 39450866 DOI: 10.1002/ncp.11238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Revised: 09/12/2024] [Accepted: 09/30/2024] [Indexed: 10/26/2024] Open
Abstract
BACKGROUND This study aimed to understand the collective impact of trace elements, vitamins, cholesterol, and prealbumin on patient outcomes in the intensive care unit (ICU) using an advanced artificial intelligence (AI) model for mortality prediction. METHODS Data from ICU patients (December 2016 to December 2021), including serum levels of trace elements, vitamins, cholesterol, and prealbumin, were retrospectively analyzed using AI models. Models employed included category boosting (CatBoost), extreme gradient boosting (XGBoost), light gradient boosting machine (LGBM), and multilayer perceptron (MLP). Performance was evaluated using area under the receiver operating characteristic curve (AUROC), accuracy, precision, recall, and F1-score. The performance was evaluated using 10-fold crossvalidation. The SHapley Additive exPlanations (SHAP) method provided interpretability. RESULTS CatBoost emerged as the top-performing individual AI model with an AUROC of 0.756, closely followed by LGBM, MLP, and XGBoost. Furthermore, the ensemble model combining these four models achieved the highest AUROC of 0.776 and more balanced metrics, outperforming all models. SHAP analysis indicated significant influences of prealbumin, Acute Physiology and Chronic Health Evaluation II score, and age on predictions. Notably, the ratios of selenium to age and low-density lipoprotein to total cholesterol also had a notable impact on the models' output. CONCLUSION The study underscores the critical role of nutrition-related parameters in ICU patient outcomes. Advanced AI models, particularly in an ensemble approach, demonstrated improved predictive accuracy. SHAP analysis offered insights into specific factors influencing patient survival, highlighting the need for broader consideration of these biomarkers in critical care management.
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Affiliation(s)
- Dong Jin Park
- Department of Laboratory Medicine, College of Medicine, Eunpyeong St. Mary's Hospital, The Catholic University of Korea, Seoul, Korea
| | - Seung Min Baik
- Department of Surgery, Division of Critical Care Medicine, Ewha Womans University Mokdong Hospital, Ewha Womans University College of Medicine, Seoul, Korea
- Department of Surgery, Korea University College of Medicine, Seoul, Korea
| | - Hanyoung Lee
- Department of Surgery, Division of Acute Care Surgery, Korea University Anam Hospital, Seoul, Korea
| | - Hoonsung Park
- Department of Surgery, Division of Acute Care Surgery, Korea University Anam Hospital, Seoul, Korea
| | - Jae-Myeong Lee
- Department of Surgery, Division of Acute Care Surgery, Korea University Anam Hospital, Seoul, Korea
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Taylor R, Zhang C, George D, Kotecha S, Abdelghaffar M, Forster T, Santos Rodrigues PD, Reisinger AC, White D, Hamilton F, Watkins WJ, Griffith DM, Ghazal P. Low circulatory levels of total cholesterol, HDL-C and LDL-C are associated with death of patients with sepsis and critical illness: systematic review, meta-analysis, and perspective of observational studies. EBioMedicine 2024; 100:104981. [PMID: 38290288 PMCID: PMC10844818 DOI: 10.1016/j.ebiom.2024.104981] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 01/10/2024] [Accepted: 01/11/2024] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND Mechanistic studies have established a biological role of sterol metabolism in infection and immunity with clinical data linking deranged cholesterol metabolism during sepsis with poorer outcomes. In this systematic review we assess the relationship between biomarkers of cholesterol homeostasis and mortality in critical illness. METHODS We identified articles by searching a total of seven electronic databases from inception to October 2023. Prospective observational cohort studies included those subjects who had systemic cholesterol (Total Cholesterol (TC), HDL-C or LDL-C) levels assessed on the first day of ICU admission and short-term mortality recorded. Meta-analysis and meta-regression were used to evaluate overall mean differences in serum cholesterol levels between survivors and non-survivors. Study quality was assessed using the Newcastle-Ottawa Scale. FINDINGS From 6469 studies identified by searches, 24 studies with 2542 participants were included in meta-analysis. Non-survivors had distinctly lower HDL-C at ICU admission -7.06 mg/dL (95% CI -9.21 to -4.91, p < 0.0001) in comparison with survivors. Corresponding differences were also seen less robustly for TC -21.86 mg/dL (95% CI -31.23 to -12.49, p < 0.0001) and LDL-C -8.79 mg/dL (95% CI, -13.74 to -3.83, p = 0.0005). INTERPRETATION Systemic cholesterol levels (TC, HDL-C and LDL-C) on admission to critical care are inversely related to mortality. This finding is consistent with the notion that inflammatory and metabolic setpoints are coupled, such that the maladaptive-setpoint changes of cholesterol in critical illness are related to underlying inflammatory processes. We highlight the potential of HDL-biomarkers as early predictors of severity of illness and emphasise that future research should consider the metabolic and functional heterogeneity of HDLs. FUNDING EU-ERDF-Welsh Government Ser Cymru programme, BBSRC, and EU-FP7 ClouDx-i project (PG).
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Affiliation(s)
- Rory Taylor
- Deanery of Biomedical Sciences, University of Edinburgh Medical School, Edinburgh, UK.
| | - Chengyuan Zhang
- Department of Anaesthesia, Critical Care and Pain Medicine, NHS Lothian, Edinburgh, UK
| | - Deslit George
- School of Medicine, University of Cardiff, Cardiff, UK
| | - Sarah Kotecha
- Department of Child Health, School of Medicine, University of Cardiff, Cardiff, UK
| | | | | | | | - Alexander C Reisinger
- Department of Internal Medicine, Intensive Care Unit, Medical University of Graz, Graz, Austria
| | - Daniel White
- Project Sepsis, Systems Immunity Research Institute, School of Medicine, University of Cardiff, Cardiff, UK
| | - Fergus Hamilton
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - W John Watkins
- Dept of Immunity and Infection, School of Medicine, Cardiff University, Cardiff, UK
| | - David M Griffith
- Anaesthesia, Critical Care and Pain, Molecular, Genetics, and Population Health Sciences, University of Edinburgh, Edinburgh, UK
| | - Peter Ghazal
- Project Sepsis, Systems Immunity Research Institute, School of Medicine, University of Cardiff, Cardiff, UK.
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Mink S, Saely CH, Frick M, Leiherer A, Drexel H, Fraunberger P. Association between Lipid Levels, Anti-SARS-CoV-2 Spike Antibodies and COVID-19 Mortality: A Prospective Cohort Study. J Clin Med 2023; 12:5068. [PMID: 37568470 PMCID: PMC10420155 DOI: 10.3390/jcm12155068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 07/21/2023] [Accepted: 07/30/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND Recent studies suggest that both lipid levels and anti-severe-acute-respiratory-syndrome-coronavirus-2 (SARS-CoV-2) antibody levels are associated with outcome in coronavirus disease 2019 (COVID-19). While both parameters have separately been implicated in the neutralization and clearance of pathogens during severe infections, it is currently unclear whether the interplay of these parameters affects outcome in COVID-19. We therefore aimed to determine whether there was a relationship between lipoproteins, anti-SARS-CoV-2 antibodies, and COVID-19 mortality. METHODS In this prospective, multicenter cohort study, we recruited 1152 hospitalized patients with COVID-19 from five hospitals. Total cholesterol (TC), LDL-C, HDL-C, triglycerides, and anti-SARS-CoV-2 spike antibodies were measured on hospital admission. The investigated endpoint was in-hospital mortality. RESULTS LDL-C, HDL-C, and TC were significantly lower in non-survivors than in survivors (mg/dL, 95%CI; 56.1, 50.4-61.8 vs. 72.6, 70.2-75.0, p < 0.001; 34.2, 31.7-36.8 vs. 38.1, 37.2-39.1, p = 0.025; 139.3, 130.9-147.7 vs. 157.4, 54.1-160.6, p = 0.002). Mortality risk increased progressively with lower levels of LDL-C, HDL-C, and TC (aOR 1.73, 1.30-2.31, p < 0.001; 1.44, 1.10-1.88, p = 0.008; 1.49, 1.14-1.94, p < 0.001). Mortality rates varied between 2.1% for high levels of both LDL-C and anti-SARS-CoV-2 antibodies and 16.3% for low levels of LDL-C and anti-SARS-CoV-2 antibodies (aOR 9.14, 95%CI 3.17-26.34, p < 0.001). Accordingly, for total cholesterol and anti-SARS-CoV-2 antibodies, mortality rates varied between 2.1% and 15.0% (aOR 8.01, 95%CI 2.77-23.18, p < 0.001). CONCLUSION The combination of serum lipid levels and anti-SARS-CoV-2 antibodies is strongly associated with in-hospital mortality of patients with COVID-19. Patients with low levels of LDL-C and total cholesterol combined with low levels of anti-SARS-CoV-2 antibodies exhibited the highest mortality rates.
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Affiliation(s)
- Sylvia Mink
- Central Medical Laboratories, 6800 Feldkirch, Austria
- Medical-Scientific Faculty, Private University of the Principality of Liechtenstein, 9495 Triesen, Liechtenstein
| | - Christoph H. Saely
- Medical-Scientific Faculty, Private University of the Principality of Liechtenstein, 9495 Triesen, Liechtenstein
- VIVIT Institute, Academic Teaching Hospital Feldkirch, 6800 Feldkirch, Austria
| | - Matthias Frick
- Department of Internal Medicine, Academic Teaching Hospital Feldkirch, 6800 Feldkirch, Austria
| | - Andreas Leiherer
- Central Medical Laboratories, 6800 Feldkirch, Austria
- Medical-Scientific Faculty, Private University of the Principality of Liechtenstein, 9495 Triesen, Liechtenstein
- VIVIT Institute, Academic Teaching Hospital Feldkirch, 6800 Feldkirch, Austria
| | - Heinz Drexel
- Medical-Scientific Faculty, Private University of the Principality of Liechtenstein, 9495 Triesen, Liechtenstein
- VIVIT Institute, Academic Teaching Hospital Feldkirch, 6800 Feldkirch, Austria
- Drexel University College of Medicine, Philadelphia, PA 19129, USA
| | - Peter Fraunberger
- Central Medical Laboratories, 6800 Feldkirch, Austria
- Medical-Scientific Faculty, Private University of the Principality of Liechtenstein, 9495 Triesen, Liechtenstein
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5
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The effects of selenium supplementation on inflammatory markers in critically ill patients. SN APPLIED SCIENCES 2022; 4:326. [PMID: 36405547 PMCID: PMC9643959 DOI: 10.1007/s42452-022-05208-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 10/19/2022] [Indexed: 11/09/2022] Open
Abstract
Abstract Low serum selenium (Se) levels have been shown in critical illness, which is associated with poor clinical outcomes and a higher mortality rate. Se plays an important role in inflammation and oxidative stress. Since the overproduction of inflammatory cytokines and increased oxidative stress is a major component of critical illnesses, its supplementation has been demonstrated to have promising effects on critically ill patients. This study aims to review the evidence regarding the effects of Se supplementation on inflammatory and oxidative markers in critically ill patients. The literature review highlights alterations of inflammatory markers, including procalcitonin, leukocyte count, albumin, prealbumin, C-reactive protein (CRP), inflammatory cytokines, and cholesterol following Se supplementation in critically ill patients. Besides, the antioxidant properties of Se due to its presence in the structure of several selenoenzymes have been reported. Article highlights Low serum Se level have been shown in critical illness, which is associated with poor clinical outcome and higher mortality rate. Se plays an important role in inflammation and oxidative stress. Se supplementation can have promising effects by alterations of inflammatory markers and its antioxidant properties for critically ill patients.
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Ahn C, Kang C, Ahn HJ, You Y, Park JS, Min JH, Jeong W, Cho Y, Ryu S, In YN. Serum total cholesterol level as a potential predictive biomarker for neurological outcomes in cardiac arrest survivors who underwent target temperature management. Medicine (Baltimore) 2022; 101:e31909. [PMID: 36401387 PMCID: PMC9678583 DOI: 10.1097/md.0000000000031909] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Cholesterol is an essential substance to maintain cell membranes. Low levels of total cholesterol (TC) are associated with poor prognosis in critically ill patients. Cardiac arrest-induced whole-body ischemia and reperfusion injury cause a sepsis-like syndrome. The Cholesterol level in post-cardiac arrest patients may indicate the degree of endotoxemia or inflammation caused by ischemic and reperfusion injury. We aimed to investigate the association of TC levels with neurologic outcome of out-of-hospital cardiac arrest (OHCA) survivors who underwent target temperature management (TTM). This was a retrospective single-center observational study from May 2018 to April 2021 on a cohort of 106 patients. TC levels were determined in samples obtained immediately and at 24, 48, and 72 hours after the return of spontaneous circulation (ROSC). The primary outcome was poor neurologic outcome at 3 months after ROSC. Poor neurologic outcome was defined by cerebral performance categories 3 to 5. Sixty patients had a poor neurologic outcome. TC levels were significantly lower in the poor neurologic outcome group at each time point. The TC levels for predicting poor neurologic outcome had a sensitivity of 80.8%, with 67.6% specificity at 48 hours (TC48) after ROSC. The areas under the curve value of TC48 was 0.771 (0.670-0.853), with a cutoff value of 114 mg/dL. TC level at 48 hours after ROSC was a helpful marker for the 3-month poor neurologic outcome. This might be an easily accessible predictive marker of neurologic outcome in OHCA survivors treated with TTM.
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Affiliation(s)
- Changjoo Ahn
- Department of Emergency Medicine, Chungnam National University Hospital, Jung-gu, Daejeon, Republic of Korea
| | - Changshin Kang
- Department of Emergency Medicine, Chungnam National University Hospital, Jung-gu, Daejeon, Republic of Korea
| | - Hong Joon Ahn
- Department of Emergency Medicine, Chungnam National University Hospital, Jung-gu, Daejeon, Republic of Korea
- Department of Emergency Medicine, College of Medicine, Chungnam National University School of Medicine, Jung-gu, Daejeon, Republic of Korea
- *Correspondence: Hong Joon Ahn, Department of Emergency Medicine, Chungnam National University Hospital, 282, Munhwa-ro, Jung-gu, Daejeon, Republic of Korea (e-mail: )
| | - Yeonho You
- Department of Emergency Medicine, Chungnam National University Hospital, Jung-gu, Daejeon, Republic of Korea
| | - Jung Soo Park
- Department of Emergency Medicine, Chungnam National University Hospital, Jung-gu, Daejeon, Republic of Korea
- Department of Emergency Medicine, College of Medicine, Chungnam National University School of Medicine, Jung-gu, Daejeon, Republic of Korea
| | - Jin Hong Min
- Department of Emergency Medicine, College of Medicine, Chungnam National University School of Medicine, Jung-gu, Daejeon, Republic of Korea
- Department of Emergency Medicine, Chungnam National University Sejong Hospital, Sejong, Republic of Korea
| | - Wonjoon Jeong
- Department of Emergency Medicine, Chungnam National University Hospital, Jung-gu, Daejeon, Republic of Korea
| | - Yongchul Cho
- Department of Emergency Medicine, Chungnam National University Hospital, Jung-gu, Daejeon, Republic of Korea
| | - Seung Ryu
- Department of Emergency Medicine, Chungnam National University Hospital, Jung-gu, Daejeon, Republic of Korea
| | - Yong Nam In
- Department of Emergency Medicine, College of Medicine, Chungnam National University School of Medicine, Jung-gu, Daejeon, Republic of Korea
- Department of Emergency Medicine, Chungnam National University Sejong Hospital, Sejong, Republic of Korea
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Huang N, Chen J, Wei Y, Liu Y, Yuan K, Chen J, He M, Liu N. Multi-marker approach using C-reactive protein, procalcitonin, neutrophil CD64 index for the prognosis of sepsis in intensive care unit: a retrospective cohort study. BMC Infect Dis 2022; 22:662. [PMID: 35907785 PMCID: PMC9339197 DOI: 10.1186/s12879-022-07650-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Accepted: 07/25/2022] [Indexed: 01/08/2023] Open
Abstract
Background We aimed to explore the prognostic utilities of C-reactive protein (CRP), procalcitonin (PCT), neutrophil CD64 (nCD64) index, in combination or alone, in septic patients. Methods We retrospectively included 349 septic patients (based on Sepsis 3.0 definition). The primary outcome was 28-day all-cause mortality. Cox regression model, receiver-operating characteristic (ROC) curve, reclassification analysis, Kaplan–Meier survival curves were performed to evaluate the predictive efficacy of the above parameters. Results CRP, nCD64 index were independent predictors of 28-day mortality for sepsis in the Cox regression model [CRP, HR 1.004 (95% CI 1.002–1.006), P < 0.001; nCD64 index, HR 1.263 (95% CI 1.187–1.345, P < 0.001]. Area under the ROC curve (AUC) of CRP, PCT, nCD64 index, nCD64 index plus PCT, nCD64 index plus CRP, were 0.798 (95% CI 0.752–0.839), 0.833 (95% CI 0.790–0.871), 0.906 (95% CI 0.870–0.935), 0.910 (95% CI 0.875–0.938), 0.916 (95% CI 0.881–0.943), respectively. nCD64 plus CRP performed best in prediction, discrimination, and reclassification of the 28-day mortality risk in sepsis. The risk of 28-day mortality increased stepwise as the number of data exceeding optimal cut-off values increased. Conclusions nCD64 index combined with CRP was superior to CRP, PCT, nCD64 index and nCD64 index plus PCT in predicting 28-day mortality in sepsis. Multi-marker approach could improve the predictive accuracy and be beneficial for septic patients.
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Affiliation(s)
- Na Huang
- Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Jing Chen
- Department of Critical Care Medicine, The First Affiliated Hospital of GuangZhou University of Chinese Medicine, Guangzhou, China
| | - Yu Wei
- Basic Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yongrui Liu
- Emergency Department, The First Affiliated Hospital of GuangZhou University of Chinese Medicine, Guangzhou, China
| | - Kang Yuan
- Emergency Department, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Jingli Chen
- Emergency Department, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Mingfeng He
- Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Nan Liu
- Emergency Department, The First Affiliated Hospital of GuangZhou University of Chinese Medicine, Guangzhou, China.
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Zampino R, Patauner F, Karruli A, Iossa D, Ursi MP, Bertolino L, Peluso AM, D’Amico F, Cavezza G, Durante-Mangoni E. Prognostic Value of Decreased High-Density Lipoprotein Cholesterol Levels in Infective Endocarditis. J Clin Med 2022; 11:957. [PMID: 35207230 PMCID: PMC8877683 DOI: 10.3390/jcm11040957] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/04/2022] [Accepted: 02/10/2022] [Indexed: 02/05/2023] Open
Abstract
(1) Background: Simple parameters to be used as early predictors of prognosis in infective endocarditis (IE) are lacking. The aim of this study was to evaluate the prognostic role of high-density-lipoprotein cholesterol (HDL-C) and also of total-cholesterol (TC), low-density-lipoprotein cholesterol (LDL-C), and triglycerides, in relation to clinical features and mortality, in IE. (2) Methods: Retrospective analysis of observational data from 127 consecutive patients with a definite diagnosis of IE between 2016 and 2019. Clinical, laboratory and echocardiography data, mortality, and co-morbidities were analyzed in relation to HDL-C and lipid profile. (3) Results: Lower HDL-C levels (p = 0.035) were independently associated with in-hospital mortality. HDL-C levels were also significantly lower in IE patients with embolic events (p = 0.036). Based on ROC curve analysis, a cut-off value was identified for HDL-C equal to 24.5 mg/dL for in-hospital mortality. HDL-C values below this cut-off were associated with higher triglyceride counts (p = 0.008), higher prevalence of S. aureus etiology (p = 0.046) and a higher in-hospital mortality rate (p = 0.004). Kaplan-Meier survival analysis showed higher 90-day mortality in patients with HDL-C ≤ 24.5 mg/dL (p = 0.001). (4) Conclusions: Low HDL-C levels could be used as an easy and low-cost marker of severity in IE, particularly to predict complications, in-hospital and 90-day mortality.
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Affiliation(s)
- Rosa Zampino
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Piazza Luigi Miraglia, 2, 80138 Napoli, Italy; (R.Z.); (F.P.); (M.P.U.); (L.B.); (A.M.P.)
- Unit of Infectious & Transplant Medicine, AORN Ospedali dei Colli—Ospedale Monaldi, Piazzale Ettore Ruggieri, 80131 Napoli, Italy; (D.I.); (F.D.)
| | - Fabian Patauner
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Piazza Luigi Miraglia, 2, 80138 Napoli, Italy; (R.Z.); (F.P.); (M.P.U.); (L.B.); (A.M.P.)
| | - Arta Karruli
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via de Crecchio, 7, 80138 Napoli, Italy; (A.K.); (G.C.)
| | - Domenico Iossa
- Unit of Infectious & Transplant Medicine, AORN Ospedali dei Colli—Ospedale Monaldi, Piazzale Ettore Ruggieri, 80131 Napoli, Italy; (D.I.); (F.D.)
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via de Crecchio, 7, 80138 Napoli, Italy; (A.K.); (G.C.)
| | - Maria Paola Ursi
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Piazza Luigi Miraglia, 2, 80138 Napoli, Italy; (R.Z.); (F.P.); (M.P.U.); (L.B.); (A.M.P.)
| | - Lorenzo Bertolino
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Piazza Luigi Miraglia, 2, 80138 Napoli, Italy; (R.Z.); (F.P.); (M.P.U.); (L.B.); (A.M.P.)
| | - Anna Maria Peluso
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Piazza Luigi Miraglia, 2, 80138 Napoli, Italy; (R.Z.); (F.P.); (M.P.U.); (L.B.); (A.M.P.)
| | - Fabiana D’Amico
- Unit of Infectious & Transplant Medicine, AORN Ospedali dei Colli—Ospedale Monaldi, Piazzale Ettore Ruggieri, 80131 Napoli, Italy; (D.I.); (F.D.)
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via de Crecchio, 7, 80138 Napoli, Italy; (A.K.); (G.C.)
| | - Giusi Cavezza
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via de Crecchio, 7, 80138 Napoli, Italy; (A.K.); (G.C.)
| | - Emanuele Durante-Mangoni
- Unit of Infectious & Transplant Medicine, AORN Ospedali dei Colli—Ospedale Monaldi, Piazzale Ettore Ruggieri, 80131 Napoli, Italy; (D.I.); (F.D.)
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via de Crecchio, 7, 80138 Napoli, Italy; (A.K.); (G.C.)
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Assessment of Metabolic Dysfunction in Sepsis in a Retrospective Single-Centre Cohort. Crit Care Res Pract 2021; 2021:3045454. [PMID: 34966560 PMCID: PMC8712182 DOI: 10.1155/2021/3045454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 08/01/2021] [Accepted: 11/29/2021] [Indexed: 11/18/2022] Open
Abstract
Objective Our primary aim was to assess selected metabolic dysfunction parameters, both independently and as a complement to the SOFA score, as predictors of short-term mortality in patients with infection admitted to the intensive care unit (ICU). Methods We retrospectively enrolled all consecutive adult patients admitted to the eight ICUs of Lille University Hospital, between January 2015 and September 2016, with suspected or confirmed infection. We selected seven routinely measured biological and clinical parameters of metabolic dysfunction (maximal arterial lactatemia, minimal and maximal temperature, minimal and maximal glycaemia, cholesterolemia, and triglyceridemia), in addition to age and the Charlson's comorbidity score. All parameters and SOFA scores were recorded within 24 h of admission. Results We included 956 patients with infection, among which 295 (30.9%) died within 90 days. Among the seven metabolic parameters investigated, only maximal lactatemia was associated with higher risk of 90-day hospital mortality in SOFA-adjusted analyses (SOFA-adjusted OR, 1.17; 95%CI, 1.10 to 1.25; p < 0.001). Age and the Charlson's comorbidity score were also statistically associated with a poor prognosis in SOFA-adjusted analyses. We were thus able to develop a metabolic failure, age, and comorbidity assessment (MACA) score based on scales of lactatemia, age, and the Charlson's score, intended for use in combination with the SOFA score. Conclusions The maximal lactatemia level within 24 h of ICU admission is the best predictor of short-term mortality among seven measures of metabolic dysfunction. Our combined "SOFA + MACA" score could facilitate early detection of patients likely to develop severe infections. Its accuracy requires further evaluation.
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Li T, Wang X, Zhuang X, Wang H, Li A, Huang L, Zhang X, Xue Y, Wei F, Ma C. Baseline characteristics and changes of biomarkers in disease course predict prognosis of patients with COVID-19. Intern Emerg Med 2021; 16:1165-1172. [PMID: 33565034 PMCID: PMC7872821 DOI: 10.1007/s11739-020-02560-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 10/31/2020] [Indexed: 01/08/2023]
Abstract
The outbreak of coronavirus disease (COVID-19) has brought great challenges to the world. The objectives of this study were to describe the baseline characteristics and changes of biomarkers of these COVID-19 patients and identify predictive value of the above markers for patient death. Using patient death as the observational endpoints, clinical data of inpatients in a special ward for COVID-19 in Wuhan, China were retrospectively collected. Univariate and multivariate Cox regression analyses were used to evaluate prognostic value of baseline characteristics and laboratory data changes. This study included clinical data of 75 patients. Age, c-reactive protein (CRP) and interleukin-6 levels were independent predictors of patient death. Survivors were characterized as having declining neutrophil counts, D-dimer, N-terminal pronatriuretic peptide, troponin I (TnI) and c-reactive protein levels, while counts of lymphocyte gradually came back. Non-survivors were characterized with increasing white blood cell counts (WBC) and neutrophil counts. Changes of WBC, TnI and interleukin-6 were also independently associated with patient death. Older age, baseline CRP and IL-6 levels may be used as meaningful predictors to identify patients with poor prognosis. Changes of biomarkers should be closely monitored in the management of patients with COVID-19, while constantly increasing levels of WBC, TnI and interleukin-6 in the disease course also predict patient death.
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Affiliation(s)
- Tao Li
- Medical Team To Hubei Province, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
- Department of Infectious Disease and Hepatology, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Xin Wang
- Medical Team To Hubei Province, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
- Department of Cardiology, The Second Hospital, Cheeloo College of Medicine, Shandong University, 247 Beiyuan Road, Jinan, China
| | - Xianghua Zhuang
- Medical Team To Hubei Province, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
- Department of Endocrinology, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Hui Wang
- Medical Team To Hubei Province, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
- Department of Respiratory Medicine, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Ai Li
- Medical Team To Hubei Province, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
- Department of Hematology, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Laigang Huang
- Medical Team To Hubei Province, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
- Department of Rehabilitation Medicine, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Xingqian Zhang
- Medical Team To Hubei Province, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
- Department of Cardiology, The Second Hospital, Cheeloo College of Medicine, Shandong University, 247 Beiyuan Road, Jinan, China
| | - Yan Xue
- Medical Team To Hubei Province, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
- Department of Infectious Disease and Hepatology, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Fengtao Wei
- Medical Team To Hubei Province, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.
- Department of Cardiology, The Second Hospital, Cheeloo College of Medicine, Shandong University, 247 Beiyuan Road, Jinan, China.
| | - Cheng'en Ma
- Medical Team To Hubei Province, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.
- Department of Intensive Care Unit, The Second Hospital, Cheeloo College of Medicine, Shandong University, 247 Beiyuan Road, Jinan, China.
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Payen D, Cravat M, Maadadi H, Didelot C, Prosic L, Dupuis C, Losser MR, De Carvalho Bittencourt M. A Longitudinal Study of Immune Cells in Severe COVID-19 Patients. Front Immunol 2020; 11:580250. [PMID: 33178207 PMCID: PMC7597438 DOI: 10.3389/fimmu.2020.580250] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Accepted: 10/02/2020] [Indexed: 01/09/2023] Open
Abstract
Little is known about the time-dependent immune responses in severe COVID-19. Data of 15 consecutive patients were sequentially recorded from intensive care unit admission. Lymphocyte subsets and total monocyte and subsets counts were monitored as well as the expression of HLA-DR. For 5 patients, SARS-CoV-2-specific T-cell polyfunctionality was assessed against Spike and Nucleoprotein SARS-CoV-2 peptides. Non-specific inflammation markers were increased in all patients. Median monocyte HLA-DR expression was below the 8,000 AB/C threshold defining acquired immunodepression. A "V" trend curve for lymphopenia, monocyte numbers, and HLA-DR expression was observed with a nadir between days 11 and 14 after symptoms' onset. Intermediate CD14++CD16+ monocytes increased early with a reduction in classic CD14++CD16- monocytes. Polyfunctional SARS-Cov-2-specific CD4 T-cells were present and functional, whereas virus-specific CD8 T-cells were less frequent and not efficient. We report a temporal variation of both innate and adaptive immunity in severe COVID-19 patients, helpful in guiding therapeutic decisions (e.g. anti-inflammatory vs. immunostimulatory ones). We describe a defect in virus-specific CD8 T-cells, a potential biomarker of clinical severity. These combined data also provide helpful knowledge for vaccine design. CLINICAL TRIAL REGISTRATION https://clinicaltrials.gov/, identifier NCT04386395.
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Affiliation(s)
- Didier Payen
- Université Paris 7 Denis Diderot, UMR 1160 INSERM, Paris, France
| | - Maxime Cravat
- Université de Lorraine, CHRU-Nancy, Laboratoire d’Immunologie, Nancy, France
| | - Hadil Maadadi
- Université de Lorraine, CHRU-Nancy, Département d’Anesthésie Réanimation Brabois Adulte, Nancy, France
| | - Carole Didelot
- CHRU-Nancy, Plateforme de Cytométrie en Flux Diagnostique, Nancy, France
| | - Lydia Prosic
- CHRU-Nancy, Plateforme de Cytométrie en Flux Diagnostique, Nancy, France
| | - Claire Dupuis
- Service de Médecine Intensive et Réanimation, CHU de Clermont-Ferrand, Clermont-Ferrand, France
| | - Marie-Reine Losser
- Université de Lorraine, CHRU-Nancy, Département d’Anesthésie Réanimation Brabois Adulte, Nancy, France
- Université de Lorraine, INSERM UMR 1116, Nancy, France
| | - Marcelo De Carvalho Bittencourt
- Université de Lorraine, CHRU-Nancy, Laboratoire d’Immunologie, Nancy, France
- CHRU-Nancy, Plateforme de Cytométrie en Flux Diagnostique, Nancy, France
- Université de Lorraine, CNRS UMR 7365, IMoPA, Nancy, France
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Ko SH, Lee JS, Kim SK, Jeong KY. Serum cholesterol as a predictor of mortality among the elderly patients with pneumonia in the emergency department. Am J Emerg Med 2020; 45:404-409. [PMID: 33039214 DOI: 10.1016/j.ajem.2020.09.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 09/07/2020] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Reduced cholesterol levels are associated with poor outcomes in critically ill patients. However, the effect of reduced cholesterol levels on the prognosis of patients with community-acquired pneumonia (CAP) is unclear. This study aimed to investigate the association between serum total cholesterol levels and the clinical outcomes of elderly patients with CAP. METHODS This was a retrospective observational study that included elderly (≥65 years) CAP patients hospitalized through emergency department between January 2016 and December 2019. We collected their baseline characteristics and laboratory data, including total cholesterol levels at the time of admission. Univariate and multivariate analyses were performed to determine the association between total cholesterol levels and 14-day in-hospital mortality. RESULTS A total of 380 patients were included. The overall 14-day in-hospital mortality rate was 12.37%. Survivors had higher total cholesterol levels than non-survivors (median, 125 mg/dL; interquartile range [IQR], 102-151 mg/dL versus median, 100 mg/dL; IQR, 83-126 mg/dL; p < 0.001). Multivariate analysis using a logistic regression model showed that a total cholesterol level of <97 mg/dL was independently associated with 14-day in-hospital mortality in patients with CAP (odds ratio, 2.93; 95% confidence interval, 1.13-7.599; p = 0.027). CONCLUSIONS A decreased level of total cholesterol was associated with increased short-term mortality in elderly patients with CAP. Initial total cholesterol levels may be a useful biomarker to predict the outcome of patients with CAP.
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Affiliation(s)
- Seok Hoon Ko
- Department of Medicine, Graduate School, Kyung Hee University, 26 Kyung Hee Dae-ro, Dongdaemun-gu, Seoul 02447, Republic of Korea
| | - Jong Seok Lee
- Department of Emergency Medicine, Kyung Hee University Medical Center, 23 Kyung Hee Dae-ro, Dongdaemun-gu, Seoul 02447, Republic of Korea.
| | - Sung Kyoo Kim
- Department of Emergency Medicine, Kyung Hee University Medical Center, 23 Kyung Hee Dae-ro, Dongdaemun-gu, Seoul 02447, Republic of Korea
| | - Ki Young Jeong
- Department of Emergency Medicine, Kyung Hee University Medical Center, 23 Kyung Hee Dae-ro, Dongdaemun-gu, Seoul 02447, Republic of Korea
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Tan AWK, Epstein SE, Hopper K. Period prevalence and mortality rates associated with hypocholesterolaemia in dogs and cats: 1,375 cases. J Small Anim Pract 2020; 61:669-675. [PMID: 32767372 DOI: 10.1111/jsap.13204] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 05/09/2020] [Accepted: 06/25/2020] [Indexed: 12/26/2022]
Abstract
To determine the period prevalence of hypocholesterolaemia and the associated mortality rates in dogs and cats at a university teaching hospital. The secondary aim was to identify disease processes associated with hypocholesterolaemia. MATERIALS AND METHODS Medical records over a 5-year period were reviewed to determine the severity of hypocholesterolaemia and its associated mortality rate. Medical records of animals with moderate to severe hypocholesterolaemia (<2.59 mmol/L in dogs, <1.81 mmol/L in cats) were analysed further. Animals with hospital-acquired hypocholesterolaemia were identified. RESULTS Among 16,977 dogs and 3,788 cats that had at least one cholesterol measurement, the period prevalence of hypocholesterolaemia was 7.0% in dogs and 4.7% in cats. The mortality rate of hypocholesteraemic dogs and cats was 12% in both species which was significantly higher than that of animals with normal serum cholesterol. The degree of hypocholesterolaemia was significantly associated with mortality. Dogs, but not cats, with hospital-acquired hypocholesterolaemia had a higher mortality rate than those presenting with hypocholesterolaemia. Disease of hepatic, gastrointestinal and lymphoreticular systems were most commonly associated with hypocholesterolaemia, and infectious and neoplastic disease were the most commonly associated pathophysiologic processes in both species. Lymphoma was over-represented in dogs with neoplasia. CLINICAL SIGNIFICANCE Hypocholesterolaemia is not a frequent abnormality but was associated with mortality in this study and may be a negative prognostic indicator. It is not known if hypocholesterolaemia is simply a marker for disease severity, or if it is has active physiologic effects contributing to poor outcomes.
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Affiliation(s)
- A W K Tan
- William R. Pritchard, Veterinary Medical Teaching Hospital, University of California, Davis, 1 Garrod Dr, Davis, CA, 95616, USA
| | - S E Epstein
- Department of Veterinary Surgical and Radiological Sciences, University of California, Davis, 2112 Tupper Hall, Davis, CA, 95616, USA
| | - K Hopper
- Department of Veterinary Surgical and Radiological Sciences, University of California, Davis, 2112 Tupper Hall, Davis, CA, 95616, USA
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Proprotein Convertase Subtilisin/Kexin Type 9 (PCSK9) Is Not Induced in Artificial Human Inflammation and Is Not Correlated with Inflammatory Response. Infect Immun 2020; 88:IAI.00842-19. [PMID: 31843964 PMCID: PMC7035937 DOI: 10.1128/iai.00842-19] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Accepted: 11/23/2019] [Indexed: 01/13/2023] Open
Abstract
Lipoproteins, as well as proprotein convertase subtilisin/kexin type 9 (PCSK9), have been shown to play a key role in the innate immune response. However, knowledge about the role and kinetics of PCSK9 in human inflammation is currently insufficient. This study aimed to investigate the interaction between inflammation and lipid metabolism, including the possible role of PCSK9. A single-blinded, placebo-controlled cross-over study using the human endotoxin model was performed. Lipoproteins, as well as proprotein convertase subtilisin/kexin type 9 (PCSK9), have been shown to play a key role in the innate immune response. However, knowledge about the role and kinetics of PCSK9 in human inflammation is currently insufficient. This study aimed to investigate the interaction between inflammation and lipid metabolism, including the possible role of PCSK9. A single-blinded, placebo-controlled cross-over study using the human endotoxin model was performed. Ten healthy men received lipopolysaccharide (LPS) or placebo on two different study days after overnight fasting. Lipoproteins as well as PCSK9 were measured repetitively over 48 h. PCSK9 plasma concentrations were not induced by LPS infusion, and no correlation between PCSK9 plasma concentrations and the degree of inflammation could be identified. The observed low-density lipoprotein (LDL) response to inflammation was more complex than anticipated, especially in the very early phase after the inflammatory stimulus. Baseline concentrations of LDL, as well as high-density lipoprotein (HDL), correlated negatively with inflammatory response. Our data suggest that the lipoprotein response to inflammation is independent of PCSK9. The proposed elevations of PCSK9 and suspected correlations between PCSK9 levels and inflammatory response are not supported by our data. (This study has been registered at ClinicalTrials.gov under registration no. NCT03392701.)
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15
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Koozi H, Lengquist M, Frigyesi A. C-reactive protein as a prognostic factor in intensive care admissions for sepsis: A Swedish multicenter study. J Crit Care 2019; 56:73-79. [PMID: 31855709 DOI: 10.1016/j.jcrc.2019.12.009] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 11/24/2019] [Accepted: 12/09/2019] [Indexed: 01/08/2023]
Abstract
PURPOSE C-reactive protein (CRP) is not included in the major intensive care unit (ICU) prognostic tools such as the Simplified Acute Physiology Score (SAPS). We assessed CRP on ICU admission as a SAPS-3 independent risk marker for short-term mortality and length of stay (LOS) in ICU patients with sepsis. MATERIALS AND METHODS Adult ICU admissions satisfying the Sepsis-3 criteria to four southern Swedish hospitals were retrospectively identified and divided into a low CRP group (<100 mg/L) and a high CRP group (>100 mg/L) based on the admission CRP level. The standardized mortality ratio (SMR) was calculated. RESULTS A total of 851 admissions were included. The SMR was higher in the high CRP group (0.85 vs. 0.67, P = .001 in the whole sepsis group and 0.85 vs. 0.59, P = .003 in the culture-positive subgroup). The CRP levels also correlated with ICU and hospital LOS in survivors (P < .001 and P = .002), again independent of SAPS-3. CONCLUSION An admission CRP level >100 mg/L is associated with an increased risk of ICU and 30-day mortality as well as prolonged LOS in survivors, irrespective of morbidity measured with SAPS-3. Thus, CRP may be a simple, early marker for prognosis in ICU admissions for sepsis.
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Affiliation(s)
- Hazem Koozi
- Department of Clinical Medicine, Anesthesiology and Intensive Care, Lund University, SE-22185 Lund, Sweden
| | - Maria Lengquist
- Department of Clinical Medicine, Anesthesiology and Intensive Care, Lund University, SE-22185 Lund, Sweden; Skåne University Hospital, Intensive and Perioperative Care, SE-22185 Lund, Sweden
| | - Attila Frigyesi
- Department of Clinical Medicine, Anesthesiology and Intensive Care, Lund University, SE-22185 Lund, Sweden; Skåne University Hospital, Intensive and Perioperative Care, SE-22185 Lund, Sweden.
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16
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Chae MK, Lee SE, Min YG, Park EJ. Initial serum cholesterol level as a potential marker for post cardiac arrest patient outcomes. Resuscitation 2019; 146:50-55. [PMID: 31711917 DOI: 10.1016/j.resuscitation.2019.11.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 10/30/2019] [Accepted: 11/01/2019] [Indexed: 11/18/2022]
Abstract
AIM Cholesterol and lipoproteins have many roles during systemic inflammation in critically ill patients. Many previous studies have reported that low levels of cholesterol are associated with poor outcomes in these patients. The aim of this study was to investigate the association of initial total cholesterol with predicting neurologic outcome of post-cardiac arrest patients. METHODS This was a retrospective observational study of out-of-hospital-cardiac arrest (OHCA) survivors who had serum cholesterol levels at admission. Multivariate regression analysis was performed to investigate total cholesterol and its association with neurologic outcome. Area under receiver operator characteristic curve (AUROC) was assessed and cut off values for predicting good or poor neurologic outcomes were analysed. RESULTS A total of 355 patients were analysed. Lower total cholesterol was significantly associated with poor neurologic outcome [OR: 0.99 (95% CI: 0.98-0.99), p < 0.01] in the multivariate analysis. Cholesterol was also useful to screening for poor neurologic outcome [AUROC: 0.70 (95%CI: 0.63-0.77)]. Patients with cholesterol lower than 71 mg/dL had poor neurologic outcome with a specificity of 100%. CONCLUSIONS Initial cholesterol level is an easily obtained biomarker that showed association with neurologic outcomes of post cardiac arrest patients.
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Affiliation(s)
- Minjung Kathy Chae
- Department of Emergency Medicine, Ajou University Medical Center, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Sung Eun Lee
- Department of Emergency Medicine, Ajou University Medical Center, Ajou University School of Medicine, Suwon, Republic of Korea; Department of Neurology, Ajou University Medical Center, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Young Gi Min
- Department of Emergency Medicine, Ajou University Medical Center, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Eun Jung Park
- Department of Emergency Medicine, Ajou University Medical Center, Ajou University School of Medicine, Suwon, Republic of Korea.
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Lee SH, Lee JY, Hong TH, Kim BO, Lee YJ, Lee JG. Severe persistent hypocholesterolemia after emergency gastrointestinal surgery predicts in-hospital mortality in critically ill patients with diffuse peritonitis. PLoS One 2018; 13:e0200187. [PMID: 29979773 PMCID: PMC6034864 DOI: 10.1371/journal.pone.0200187] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 06/21/2018] [Indexed: 12/16/2022] Open
Abstract
Background Plasma cholesterol acts as a negative acute phase reactant. Total cholesterol decreases after surgery and in various pathological conditions, including trauma, sepsis, burns, and liver dysfunction. This study aimed to determine whether hypocholesterolemia after emergency gastrointestinal (GI) surgery is associated with in-hospital mortality in patients with diffuse peritonitis. Methods The medical records of 926 critically ill patients who had undergone emergency GI surgery for diffuse peritonitis, between January 2007 and December 2015, were retrospectively analyzed. The integrated areas under the curve (iAUCs) were calculated to compare the predictive accuracy of total cholesterol values from postoperative days (PODs) 0, 1, 3, and 7. Cox proportional hazard regression modeling was performed for all possible predictors identified in the univariate and multivariable analyses. Results The total cholesterol level measured on POD 7 had the highest iAUC (0.7292; 95% confidence interval, 0.6696–0.7891) and was significantly better at predicting in-hospital mortality than measurements on other days. The optimal total cholesterol cut-off value for predicting in-hospital mortality was 61 mg/dL and was determined on POD 7. A Cox proportional hazard regression analysis revealed that a POD 7 total cholesterol level < 61 mg/dL was an independent predictor of in-hospital mortality after emergency GI surgery (hazard ratio, 3.961; 95% confidence interval, 1.786–8.784). Conclusion Severe persistent hypocholesterolemia (<61 mg/dL) on POD 7 independently predicted in-hospital mortality, after emergency GI surgery, in critically ill patients with diffuse peritonitis.
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Affiliation(s)
- Seung Hwan Lee
- Department of Surgery, Yonsei University College of Medicine, Seoul, Republic of Korea
- Trauma Training Center, Severance Hospital, Yonsei University Health System, Seoul, Republic of Korea
| | - Jin Young Lee
- Department of Trauma Surgery, Trauma Center, Chungbuk National University Hospital, Cheongju, Republic of Korea
| | - Tae Hwa Hong
- Department of Surgery, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang, Republic of Korea
| | - Bo Ok Kim
- Department of Research Affairs, Biostatistics Collaboration Unit, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Yeon Ju Lee
- Trauma Training Center, Severance Hospital, Yonsei University Health System, Seoul, Republic of Korea
| | - Jae Gil Lee
- Department of Surgery, Yonsei University College of Medicine, Seoul, Republic of Korea
- Trauma Training Center, Severance Hospital, Yonsei University Health System, Seoul, Republic of Korea
- * E-mail:
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Tachyla SA, Marochkov AV, Lipnitski AL, Nikiforova YG. The prognostic value of procalcitonin, C-reactive protein and cholesterol in patients with an infection and multiple organ dysfunction. Korean J Anesthesiol 2017; 70:305-310. [PMID: 28580081 PMCID: PMC5453892 DOI: 10.4097/kjae.2017.70.3.305] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Revised: 12/06/2016] [Accepted: 12/12/2016] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND To establish the prognostic value of procalcitonin, C-reactive protein and cholesterol levels for mortality in patients with an infection and multiple organ dysfunction. METHODS A prospective case-control study was performed, including 67 patients admitted to the intensive care unit with an infection and multiple organ dysfunction in whom cholesterol, procalcitonin, and C-reactive protein levels were measured on admission and during the course of treatment. RESULTS The associations between in-hospital mortality and procalcitonin, C-reactive protein, and cholesterol levels were analyzed. Logistic regression analysis showed that cholesterol (odds ratio [OR], 1.858; 95% CI, 1.170-2.949; P = 0.009) and C-reactive protein (OR, 4.408; 95% CI, 2.019-9.624; P < 0.001) levels were predictors of mortality. A receiver operating characteristic curve analysis yielded an area under the curve (AUC) of 0.774 and 95% CI of 0.693-0.855 (P < 0.001) for C-reactive protein, an AUC of 0.66 and 95% CI of 0.535-0.784 (P = 0.019) for procalcitonin, and an AUC of 0.654 and 95% CI of 0.593-0.715 (P < 0.001) for cholesterol as predictors of mortality. When combined with the bioscore system for mortality, these markers yielded an AUC of 0.845 and 95% CI of 0.770-0.921 (P < 0.001), with sensitivity of 89.1% and specificity of 83.1%. CONCLUSIONS The combination of procalcitonin, C-reactive protein, and cholesterol levels in a single scoring system yielded high predictive value for mortality.
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Abstract
RATIONALE Pulmonary arterial hypertension (PAH) is a rare progressive disease of the pulmonary vasculature that is characterized by endothelial dysfunction, inflammation, and right ventricular dysfunction. OBJECTIVES The main objective was to determine whether endothelial, inflammatory, and cardiac biomarkers would be associated with the World Health Organization functional assessment and survival in patients with PAH. METHODS We performed a retrospective cohort study of patients with PAH enrolled in the Randomized Clinical Trial of Aspirin and Simvastatin for Pulmonary Arterial Hypertension (ASA-STAT). Biomarkers (N-terminal fragment of pro-BNP [NT-pro-BNP], von Willebrand factor [vWF], soluble P selectin, C-reactive protein, total and high-density lipoprotein cholesterol, triglycerides, tumor necrosis factor, IL-6, β-thromboglobulin, and thromboxane B2) were measured at baseline. Patients from the study were followed until lung transplantation, death, or August 1, 2013. Ordinal logistic regression and Cox regression analyses were performed. MEASUREMENTS AND MAIN RESULTS Sixty-five patients with PAH were enrolled. The mean age was 51 years, and 86% were women. Higher vWF activity, lower high-density lipoprotein cholesterol, and higher thromboxane B2 levels were associated with worse World Health Organization functional class after adjustment for age, sex, and etiology of PAH. Higher NT-pro-BNP levels, lower vWF activity, and lower total cholesterol were associated with an increased risk of death or lung transplant after adjustment for age, sex, etiology of PAH, and 6-minute-walk distance. CONCLUSIONS In patients with PAH, lower vWF activity and cholesterol levels and higher NT-pro-BNP levels at baseline were associated with an increased risk of death or transplantation. Clinical trial registered with www.clinicaltrials.gov (NCT00384865).
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Brodska H, Valenta J, Malickova K, Kohout P, Kazda A, Drabek T. Biomarkers in critically ill patients with systemic inflammatory response syndrome or sepsis supplemented with high-dose selenium. J Trace Elem Med Biol 2015; 31:25-32. [PMID: 26004888 DOI: 10.1016/j.jtemb.2015.02.005] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Revised: 02/24/2015] [Accepted: 02/25/2015] [Indexed: 01/09/2023]
Abstract
OBJECTIVE Low levels of selenium (Se) and glutathione peroxidase (GSHPx), a key selenoenzyme, were documented in systemic inflammatory response syndrome (SIRS) and sepsis, both associated with high mortality. Se supplementation had mixed effects on outcome. We hypothesized that Se supplementation could have a different impact on biomarkers and 28-day mortality in patients with SIRS vs. sepsis. METHODS Adult patients with SIRS or sepsis were randomized to either high-dose (Se+, n = 75) or standard-dose (Se-, n = 75) Se supplementation. Plasma Se, whole blood GSHPx activity, C-reactive protein (CRP), procalcitonin (PCT), prealbumin, albumin and cholesterol levels were measured serially up to day 14. RESULTS There was no difference in mortality between Se- (24/75) vs. Se+ group (19/75; p = 0.367) or between SIRS and septic patients (8/26 vs. 35/124; p = 0.794). There was a trend to reduced mortality in SIRS patients in the Se+ vs. Se- group (p = 0.084). Plasma Se levels increased in the Se+ group only in patients with sepsis but not in patients with SIRS. Plasma Se levels correlated with GSHPx. In SIRS/Se+ group, Se correlated only with GSHPx. In SIRS/Se- group, Se correlated with cholesterol but not with other biomarkers. In sepsis patients, Se levels correlated with cholesterol, GSHPx and prealbumin. Cholesterol levels were higher in survivors in the Se- group. CONCLUSIONS Se levels correlated with GSHPx activity and other nutritional biomarkers with significant differences between SIRS and sepsis groups. High-dose Se supplementation did not affect mortality but a strong trend to decreased mortality in SIRS patients warrants further studies in this population.
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Affiliation(s)
- Helena Brodska
- Institute of Clinical Biochemistry, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Czech Republic
| | - Jiri Valenta
- Department of Anaesthesiology and Intensive Care, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Czech Republic
| | - Karin Malickova
- Institute of Clinical Biochemistry, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Czech Republic
| | - Pavel Kohout
- Department of Internal Medicine, Nutrition and Dietetic Center, Thomayer University Hospital, Prague, Czech Republic
| | - Antonin Kazda
- Institute of Clinical Biochemistry, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Czech Republic
| | - Tomas Drabek
- Department of Anesthesiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States.
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What's New in Shock, August 2014? Shock 2014; 42:83-5. [PMID: 25025821 DOI: 10.1097/shk.0000000000000206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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