1
|
Codner JA, Mlaver E, Solomon G, Saeed M, Di M, Shaffer VO, Dente CJ, Sweeney JF, Patzer RE, Sharma J. Improving Statewide Post-Operative Sepsis Performance Measurement Using Hospital Risk Adjustment Within a Surgical Collaborative. Surg Infect (Larchmt) 2024; 25:63-70. [PMID: 38157325 DOI: 10.1089/sur.2023.210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024] Open
Abstract
Background: The Georgia Quality Improvement Program (GQIP) surgical collaborative participating hospitals have shown consistently poor performance in the post-operative sepsis category of National Surgical Quality Improvement Program data as compared with national benchmarks. We aimed to compare crude versus risk-adjusted post-operative sepsis rankings to determine high and low performers amongst GQIP hospitals. Patients and Methods: The cohort included intra-abdominal general surgery patients across 10 collaborative hospitals from 2015 to 2020. The American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) sepsis definition was used among all hospitals for case abstraction and NSQIP data were utilized to train and validate a multivariable risk-adjustment model with post-operative sepsis as the outcome. This model was used to rank GQIP hospitals by risk-adjusted post-operative sepsis rates. Rankings between crude and risk-adjusted post-operative sepsis rankings were compared ordinally and for changes in tertile. Results: The study included 20,314 patients with 595 cases of post-operative sepsis. Crude 30-day post-operative sepsis risk among hospitals ranged from 0.81 to 5.11. When applying the risk-adjustment model which included: age, American Society of Anesthesiology class, case complexity, pre-operative pneumonia/urinary tract infection/surgical site infection, admission status, and wound class, nine of 10 hospitals were re-ranked and four hospitals changed performance tertiles. Conclusions: Inter-collaborative risk-adjusted post-operative sepsis rankings are important to present. These metrics benchmark collaborating hospitals, which facilitates best practice exchange from high to low performers.
Collapse
Affiliation(s)
- Jesse A Codner
- Department of Surgery, Emory University, Atlanta, Georgia, USA
| | - Eli Mlaver
- Department of Surgery, Emory University, Atlanta, Georgia, USA
| | - Gina Solomon
- Georgia Trauma Commission, Atlanta, Georgia, USA
| | - Muhammad Saeed
- Department of Surgery, Augusta University, Augusta, Georgia, USA
| | - Mengyu Di
- Department of Surgery, Emory University, Atlanta, Georgia, USA
| | | | | | - John F Sweeney
- Department of Surgery, Emory University, Atlanta, Georgia, USA
| | - Rachel E Patzer
- Department of Surgery, Emory University, Atlanta, Georgia, USA
| | | |
Collapse
|
2
|
Novy E, Roger C, Roberts JA, Cotta MO. Pharmacokinetic and pharmacodynamic considerations for antifungal therapy optimisation in the treatment of intra-abdominal candidiasis. Crit Care 2023; 27:449. [PMID: 37981676 PMCID: PMC10659066 DOI: 10.1186/s13054-023-04742-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 11/14/2023] [Indexed: 11/21/2023] Open
Abstract
Intra-abdominal candidiasis (IAC) is one of the most common of invasive candidiasis observed in critically ill patients. It is associated with high mortality, with up to 50% of deaths attributable to delays in source control and/or the introduction of antifungal therapy. Currently, there is no comprehensive guidance on optimising antifungal dosing in the treatment of IAC among the critically ill. However, this form of abdominal sepsis presents specific pharmacokinetic (PK) alterations and pharmacodynamic (PD) challenges that risk suboptimal antifungal exposure at the site of infection in critically ill patients. This review aims to describe the peculiarities of IAC from both PK and PD perspectives, advocating an individualized approach to antifungal dosing. Additionally, all current PK/PD studies relating to IAC are reviewed in terms of strength and limitations, so that core elements for the basis of future research can be provided.
Collapse
Affiliation(s)
- Emmanuel Novy
- University of Queensland Centre for Clinical Research (UQCCR), Faculty of Medicine, The University of Queensland, Royal Brisbane & Women's Hospital Campus Herston, Brisbane, QLD, 4029, Australia
- Department of Anaesthesiology, Critical Care and Peri-Operative Medicine, University Hospital of Nancy, Nancy, France
- Université de Lorraine, SIMPA, 54500, Nancy, France
| | - Claire Roger
- Department of Anesthesiology, Critical Care, Pain and Emergency Medicine, Nimes University Hospital, Place du Professeur Robert Debré, 30029, Nîmes Cedex 9, France
- UR UM103 IMAGINE, Univ Montpellier, Montpellier, France
| | - Jason A Roberts
- University of Queensland Centre for Clinical Research (UQCCR), Faculty of Medicine, The University of Queensland, Royal Brisbane & Women's Hospital Campus Herston, Brisbane, QLD, 4029, Australia.
- Department of Anesthesiology, Critical Care, Pain and Emergency Medicine, Nimes University Hospital, Place du Professeur Robert Debré, 30029, Nîmes Cedex 9, France.
- Department of Intensive Care Medicine and Pharmacy, Royal Brisbane and Women's Hospital, Brisbane, QLD, Australia.
- Herston Infectious Diseases Institute (HeIDI), Metro North Health, Brisbane, Australia.
| | - Menino Osbert Cotta
- University of Queensland Centre for Clinical Research (UQCCR), Faculty of Medicine, The University of Queensland, Royal Brisbane & Women's Hospital Campus Herston, Brisbane, QLD, 4029, Australia
| |
Collapse
|
3
|
Abu-Khudir R, Hafsa N, Badr BE. Identifying Effective Biomarkers for Accurate Pancreatic Cancer Prognosis Using Statistical Machine Learning. Diagnostics (Basel) 2023; 13:3091. [PMID: 37835833 PMCID: PMC10572229 DOI: 10.3390/diagnostics13193091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 09/08/2023] [Accepted: 09/26/2023] [Indexed: 10/15/2023] Open
Abstract
Pancreatic cancer (PC) has one of the lowest survival rates among all major types of cancer. Consequently, it is one of the leading causes of mortality worldwide. Serum biomarkers historically correlate well with the early prognosis of post-surgical complications of PC. However, attempts to identify an effective biomarker panel for the successful prognosis of PC were almost non-existent in the current literature. The current study investigated the roles of various serum biomarkers including carbohydrate antigen 19-9 (CA19-9), chemokine (C-X-C motif) ligand 8 (CXCL-8), procalcitonin (PCT), and other relevant clinical data for identifying PC progression, classified into sepsis, recurrence, and other post-surgical complications, among PC patients. The most relevant biochemical and clinical markers for PC prognosis were identified using a random-forest-powered feature elimination method. Using this informative biomarker panel, the selected machine-learning (ML) classification models demonstrated highly accurate results for classifying PC patients into three complication groups on independent test data. The superiority of the combined biomarker panel (Max AUC-ROC = 100%) was further established over using CA19-9 features exclusively (Max AUC-ROC = 75%) for the task of classifying PC progression. This novel study demonstrates the effectiveness of the combined biomarker panel in successfully diagnosing PC progression and other relevant complications among Egyptian PC survivors.
Collapse
Affiliation(s)
- Rasha Abu-Khudir
- Chemistry Department, College of Science, King Faisal University, P.O. Box 380, Hofuf 31982, Al-Ahsa, Saudi Arabia
- Chemistry Department, Biochemistry Branch, Faculty of Science, Tanta University, Tanta 31527, Egypt
| | - Noor Hafsa
- Computer Science Department, College of Computer Science and Information Technology, King Faisal University, P.O. Box 400, Hofuf 31982, Al-Ahsa, Saudi Arabia;
| | - Badr E. Badr
- Egyptian Ministry of Labor, Training and Research Department, Tanta 31512, Egypt;
- Botany Department, Microbiology Unit, Faculty of Science, Tanta University, Tanta 31527, Egypt
| |
Collapse
|
4
|
Li X, Lu Y, Chen C, Luo T, Chen J, Zhang Q, Zhou S, Hei Z, Liu Z. Development and validation of a patient-specific model to predict postoperative SIRS in older patients: A two-center study. Front Public Health 2023; 11:1145013. [PMID: 37139371 PMCID: PMC10150121 DOI: 10.3389/fpubh.2023.1145013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Accepted: 03/28/2023] [Indexed: 05/05/2023] Open
Abstract
Introduction Postoperative systemic inflammatory response syndrome (SIRS) is common in surgical patients especially in older patients, and the geriatric population with SIRS is more susceptible to sepsis, MODS, and even death. We aimed to develop and validate a model for predicting postoperative SIRS in older patients. Methods Patients aged ≥65 years who underwent general anesthesia in two centers of Third Affiliated Hospital of Sun Yat-sen University from January 2015 to September 2020 were included. The cohort was divided into training and validation cohorts. A simple nomogram was developed to predict the postoperative SIRS in the training cohort using two logistic regression models and the brute force algorithm. The discriminative performance of this model was determined by area under the receiver operating characteristics curve (AUC). The external validity of the nomogram was assessed in the validation cohort. Results A total of 5,904 patients spanning from January 2015 to December 2019 were enrolled in the training cohort and 1,105 patients from January 2020 to September 2020 comprised the temporal validation cohort, in which incidence rates of postoperative SIRS were 24.6 and 20.2%, respectively. Six feature variables were identified as valuable predictors to construct the nomogram, with high AUCs (0.800 [0.787, 0.813] and 0.822 [0.790, 0.854]) and relatively balanced sensitivity (0.718 and 0.739) as well as specificity (0.718 and 0.729) in both training and validation cohorts. An online risk calculator was established for clinical application. Conclusion We developed a patient-specific model that may assist in predicting postoperative SIRS among the aged patients.
Collapse
Affiliation(s)
- Xiaoyue Li
- Department of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yaxin Lu
- Big Data and Artificial Intelligence Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Chaojin Chen
- Department of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Cell-gene Therapy Translational Medicine Research Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Tongsen Luo
- Department of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jingjing Chen
- Big Data and Artificial Intelligence Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Qi Zhang
- Cell-gene Therapy Translational Medicine Research Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Shaoli Zhou
- Department of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Shaoli Zhou,
| | - Ziqing Hei
- Department of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Department of Anesthesiology, Yuedong Hospital, The Third Affiliated Hospital of Sun Yat-sen University, Meizhou, China
- Ziqing Hei,
| | - Zifeng Liu
- Big Data and Artificial Intelligence Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- *Correspondence: Zifeng Liu,
| |
Collapse
|
5
|
Ren C, Li YX, Xia DM, Zhao PY, Zhu SY, Zheng LY, Liang LP, Yao RQ, Du XH. Sepsis-Associated Coagulopathy Predicts Hospital Mortality in Critically Ill Patients With Postoperative Sepsis. Front Med (Lausanne) 2022; 9:783234. [PMID: 35242774 PMCID: PMC8885730 DOI: 10.3389/fmed.2022.783234] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Accepted: 01/12/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The incidence of coagulopathy, which was responsible for poor outcomes, was commonly seen among patients with sepsis. In the current study, we aim to determine whether the presence of sepsis-associated coagulopathy (SAC) predicts the clinical outcomes among critically ill patients with postoperative sepsis. METHODS We conducted a single-center retrospective cohort study by including patients with sepsis admitted to surgical ICU of Chinese PLA General Hospital from January 1, 2014 to December 31, 2018. Baseline characteristics and clinical outcomes were compared with respect to the presence of SAC. Kaplan-Meier analysis was applied to calculate survival rate, and Log-rank test was carried out to compare the differences between two groups. Furthermore, multivariable Cox and logistic and linear regression analysis were performed to assess the relationship between SAC and clinical outcomes, including hospital mortality, development of septic shock, and length of hospital stay (LOS), respectively. Additionally, both sensitivity and subgroup analyses were performed to further testify the robustness of our findings. RESULTS A total of 175 patients were included in the current study. Among all included patients, 41.1% (72/175) ICU patients were identified as having SAC. In-hospital mortality rates were significantly higher in the SAC group when compared to that of the No SAC group (37.5% vs. 11.7%; p < 0.001). By performing univariable and multivariable regression analyses, presence of SAC was demonstrated to significantly correlate with an increased in-hospital mortality for patients with sepsis in surgical ICU [Hazard ratio (HR), 3.75; 95% Confidence interval (CI), 1.90-7.40; p < 0.001]. Meanwhile, a complication of SAC was found to be the independent predictor of the development of septic shock [Odds ratio (OR), 4.11; 95% CI, 1.81-9.32; p = 0.001], whereas it was not significantly associated with prolonged hospital LOS (OR, 0.97; 95% CI, 0.83-1.14; p = 0.743). CONCLUSION The presence of SAC was significantly associated with increased risk of in-hospital death and septic shock among postoperative patients with sepsis admitted to ICU. Moreover, there was no statistical difference of hospital LOS between the SAC and no SAC groups.
Collapse
Affiliation(s)
- Chao Ren
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing, China.,Department of Pulmonary and Critical Care Medicine, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Yu-Xuan Li
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing, China.,Department of General Surgery, First Medical Center of the Chinese PLA General Hospital, Beijing, China
| | - De-Meng Xia
- Department of Emergency, Changhai Hospital, Naval Medical University, Shanghai, China.,Department of Orthopedics, The Naval Hospital of Eastern Theater Command of People's Liberation Army of China, Zhoushan, China
| | - Peng-Yue Zhao
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing, China.,Department of General Surgery, First Medical Center of the Chinese PLA General Hospital, Beijing, China
| | - Sheng-Yu Zhu
- Department of General Surgery, First Medical Center of the Chinese PLA General Hospital, Beijing, China
| | - Li-Yu Zheng
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing, China
| | - Li-Ping Liang
- Guangmingqiao Clinic, East Beijing Medical Area of the Chinese PLA General Hospital, Beijing, China
| | - Ren-Qi Yao
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing, China.,Department of Burn Surgery, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Xiao-Hui Du
- Department of General Surgery, First Medical Center of the Chinese PLA General Hospital, Beijing, China
| |
Collapse
|
6
|
Kim CH, Kim EY. Prediction of Postoperative Sepsis Based on Changes in Presepsin Levels of Critically Ill Patients with Acute Kidney Injury after Abdominal Surgery. Diagnostics (Basel) 2021; 11:diagnostics11122321. [PMID: 34943556 PMCID: PMC8700401 DOI: 10.3390/diagnostics11122321] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 12/07/2021] [Accepted: 12/08/2021] [Indexed: 12/29/2022] Open
Abstract
Presepsin (PSP) is a viable biomarker for the detection of bacterial infection, but it lacks accuracy when acute kidney injury (AKI) develops. Herein, we evaluated the diagnostic and prognostic value of PSP in predicting postoperative sepsis after abdominal surgery respective to the degree of AKI. A total of 311 patients who underwent abdominal surgery and were admitted to a surgical intensive care unit were enrolled and classified into non-AKI, mild-AKI (stage 1, stage 2 and stage 3 without renal replacement therapy (RRT)) and severe-AKI (stage 3 with RRT) group, according to the Kidney Disease Improving Global Outcomes criteria. In each group, PSP and other biomarkers were statistically analyzed between non-sepsis and postoperative sepsis at the admission (T0), 24 h (T1), 48 h (T2) and 72 h (T3) after surgery. In non-AKI and mild-AKI group, PSP levels were significantly higher in postoperative sepsis than non-sepsis group, whereas no difference was detected in the severe-AKI group. Cutoff values of PSP in the mild-AKI group for the prediction of postoperative sepsis were 544 pg/mL (AUC: 0.757, p < 0.001) at T0 and 458.5 pg/mL (AUC: 0.743, p < 0.001) at T1, significantly higher than in non-AKI group. In multivariate analysis, predictors of postoperative sepsis in the mild-AKI group were PSP at T2 (odds ratio (OR): 1.002, p = 0.044) and PSP at T3 (OR: 1.001, p = 0.049). PSP can be useful for predicting newly developed sepsis in patients with transient AKI after abdominal surgery with modified cutoff values.
Collapse
Affiliation(s)
| | - Eun Young Kim
- Correspondence: ; Tel.: +82-2-2258-2876; Fax: +82-2-595-2822
| |
Collapse
|
7
|
Doudakmanis C, Bouliaris K, Kolla C, Efthimiou M, Koukoulis GD. Bacterial translocation in patients undergoing major gastrointestinal surgery and its role in postoperative sepsis. World J Gastrointest Pathophysiol 2021; 12:106-114. [PMID: 34877025 PMCID: PMC8611185 DOI: 10.4291/wjgp.v12.i6.106] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 05/14/2021] [Accepted: 09/17/2021] [Indexed: 02/06/2023] Open
Abstract
Bacteria of the human intestinal microflora have a dual role. They promote digestion and are part of a defense mechanism against pathogens. These bacteria could become potential pathogens under certain circumstances. The term “bacterial translocation” describes the passage of bacteria of the gastrointestinal tract through the intestinal mucosa barrier to mesenteric lymph nodes and other organs. In some cases, the passage of bacteria and endotoxins could result in blood stream infections and in multiple organ failure. Open elective abdominal surgery more frequently results in malfunction of the intestinal barrier and subsequent bacterial translocation and blood stream infections than laparoscopic surgery. Postoperative sepsis is a common finding in patients who have undergone non-elective abdominal surgeries, including trauma patients treated with laparotomy. Postoperative sepsis is an emerging issue, as it changes the treatment plan in surgical patients and prolongs hospital stay. The association between bacterial translocation and postoperative sepsis could provide novel treatment options.
Collapse
Affiliation(s)
- Christos Doudakmanis
- Department of General Surgery, General Hospital of Larissa, Larisa 41221, Greece
| | | | - Christina Kolla
- Department of General Surgery, General Hospital of Larissa, Larisa 41221, Greece
| | - Matthaios Efthimiou
- Department of General Surgery, General Hospital of Larissa, Larisa 41221, Greece
| | - Georgios D Koukoulis
- Department of General Surgery, General Hospital of Larissa, Larisa 41221, Greece
| |
Collapse
|
8
|
Increased mortality and altered local immune response in secondary peritonitis after previous visceral operations in mice. Sci Rep 2021; 11:16175. [PMID: 34376743 PMCID: PMC8355121 DOI: 10.1038/s41598-021-95592-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 07/27/2021] [Indexed: 12/29/2022] Open
Abstract
Postoperative peritonitis is characterized by a more severe clinical course than other forms of secondary peritonitis. The pathophysiological mechanisms behind this phenomenon are incompletely understood. This study used an innovative model to investigate these mechanisms, combining the models of murine Colon Ascendens Stent Peritonitis (CASP) and Surgically induced Immune Dysfunction (SID). Moreover, the influence of the previously described anti-inflammatory reflex transmitted by the vagal nerve was characterized. SID alone, or 3 days before CASP were performed in female C57BL/6 N mice. Subdiaphragmatic vagotomy was performed six days before SID with following CASP. The immune status was assessed by FACS analysis and measurement of cytokines. Local intestinal inflammatory changes were characterized by immunohistochemistry. Mortality was increased in CASP animals previously subjected to SID. Subclinical bacteremia occurred after SID, and an immunosuppressive milieu occurred secondary to SID just before the induction of CASP. Previous SID modified the pattern of intestinal inflammation induced by CASP. Subdiaphragmatic vagotomy had no influence on sepsis mortality in our model of postoperative peritonitis. Our results indicate a surgery-induced inflammation of the small intestine and the peritoneal cavity with bacterial translocation, which led to immune dysfunction and consequently to a more severe peritonitis.
Collapse
|
9
|
Purba AKR, Luz CF, Wulandari RR, van der Gun I, Dik JW, Friedrich AW, Postma MJ. The Impacts of Deep Surgical Site Infections on Readmissions, Length of Stay, and Costs: A Matched Case-Control Study Conducted in an Academic Hospital in the Netherlands. Infect Drug Resist 2020; 13:3365-3374. [PMID: 33061483 PMCID: PMC7533242 DOI: 10.2147/idr.s264068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 08/04/2020] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE This study aimed to evaluate the impacts of deep surgical site infections (dSSIs) regarding hospital readmissions, prolonged length of stay (LoS), and estimated costs. PATIENTS AND METHODS We designed and applied a matched case-control observational study using the electronic health records at the University Medical Center Groningen in the Netherlands. We compared patients with dSSI and non-SSI, matched on the basis of having similar procedures. A prevailing topology of surgeries categorized as clean, clean-contaminated, contaminated, and dirty was applied. RESULTS Out of a total of 12,285 patients, 393 dSSI were identified as cases, and 2864 patients without SSIs were selected as controls. A total of 343 dSSI patients (87%) and 2307 (81%) controls required hospital readmissions. The median LoS was 7 days (P25-P75: 2.5-14.5) for dSSI patients and 5 days (P25-P75: 1-9) for controls (p-value: <0.001). The estimated mean cost per hospital admission was €9,016 (SE±343) for dSSI patients and €5,409 (SE±120) for controls (p<0.001). Independent variables associated with dSSI were patient's age ≥65 years (OR: 1.334; 95% CI: 1.036-1.720), the use of prophylactic antibiotics (OR: 0.424; 95% CI: 0.344-0.537), and neoplasms (OR: 2.050; 95% CI: 1.473-2.854). CONCLUSION dSSI is associated with increased costs, prolonged LoS, and increased readmission rates. Elevated risks were seen for elderly patients and those with neoplasms. Additionally, a protective effect of prophylactic antibiotics was found.
Collapse
Affiliation(s)
- Abdul Khairul Rizki Purba
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, the Netherlands
- Department of Pharmacology and Therapy, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
- Unit of Pharmacotherapy, -Epidemiology and -Economics (PTE2), Department of Pharmacy, Faculty of Science and Engineering, University of Groningen, Groningen, the Netherlands
| | - Christian F Luz
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, the Netherlands
| | | | - Ieneke van der Gun
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, the Netherlands
| | - Jan-Willem Dik
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, the Netherlands
| | - Alex W Friedrich
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, the Netherlands
| | - Maarten J Postma
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
- Department of Pharmacology and Therapy, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
- Unit of Pharmacotherapy, -Epidemiology and -Economics (PTE2), Department of Pharmacy, Faculty of Science and Engineering, University of Groningen, Groningen, the Netherlands
- Department of Economics, Econometrics and Finance, Faculty of Economics & Business, University of Groningen, Groningen, the Netherlands
| |
Collapse
|
10
|
Bunn C, Kulshrestha S, Boyda J, Balasubramanian N, Birch S, Karabayir I, Baker M, Luchette F, Modave F, Akbilgic O. Application of machine learning to the prediction of postoperative sepsis after appendectomy. Surgery 2020; 169:671-677. [PMID: 32951903 DOI: 10.1016/j.surg.2020.07.045] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 07/22/2020] [Accepted: 07/25/2020] [Indexed: 01/26/2023]
Abstract
BACKGROUND We applied various machine learning algorithms to a large national dataset to model the risk of postoperative sepsis after appendectomy to evaluate utility of such methods and identify factors associated with postoperative sepsis in these patients. METHODS The National Surgery Quality Improvement Program database was used to identify patients undergoing appendectomy between 2005 and 2017. Logistic regression, support vector machines, random forest decision trees, and extreme gradient boosting machines were used to model the occurrence of postoperative sepsis. RESULTS In the study, 223,214 appendectomies were identified; 2,143 (0.96%) were indicated as having postoperative sepsis. Logistic regression (area under the curve 0.70; 95% confidence interval, 0.68-0.73), random forest decision trees (area under the curve 0.70; 95% confidence interval, 0.68-0.73), and extreme gradient boosting (area under the curve 0.70; 95% confidence interval, 0.68-0.73) afforded similar performance, while support vector machines (area under the curve 0.51; 95% confidence interval, 0.50-0.52) had worse performance. Variable importance analyses identified preoperative congestive heart failure, transfusion, and acute renal failure as predictors of postoperative sepsis. CONCLUSION Machine learning methods can be used to predict the development of sepsis after appendectomy with moderate accuracy. Such predictive modeling has potential to ultimately allow for preoperative recognition of patients at risk for developing postoperative sepsis after appendectomy thus facilitating early intervention and reducing morbidity.
Collapse
Affiliation(s)
- Corinne Bunn
- Department of Surgery, Loyola University Medical Center, Maywood, IL; Burn Shock Trauma Research Institute, Loyola University Chicago, Maywood, IL
| | - Sujay Kulshrestha
- Department of Surgery, Loyola University Medical Center, Maywood, IL; Burn Shock Trauma Research Institute, Loyola University Chicago, Maywood, IL
| | - Jason Boyda
- Informatics and Systems Development, Health Sciences Division, Loyola University Chicago, Maywood IL
| | - Neelam Balasubramanian
- Informatics and Systems Development, Health Sciences Division, Loyola University Chicago, Maywood IL
| | - Steven Birch
- Informatics and Systems Development, Health Sciences Division, Loyola University Chicago, Maywood IL
| | - Ibrahim Karabayir
- Center for Health Outcomes and Informatics Research, Health Sciences Division, Loyola University Chicago, Maywood, IL; Department of Health Informatics and Data Science, Loyola University Chicago, Chicago, IL; Kirklareli University, Kirklareli, Turkey
| | - Marshall Baker
- Department of Surgery, Loyola University Medical Center, Maywood, IL; Edward Hines, Jr Veterans Administration Hospital, Hines, IL
| | - Fred Luchette
- Department of Surgery, Loyola University Medical Center, Maywood, IL; Edward Hines, Jr Veterans Administration Hospital, Hines, IL
| | - François Modave
- Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL
| | - Oguz Akbilgic
- Center for Health Outcomes and Informatics Research, Health Sciences Division, Loyola University Chicago, Maywood, IL; Department of Health Informatics and Data Science, Loyola University Chicago, Chicago, IL.
| |
Collapse
|
11
|
Yao RQ, Jin X, Wang GW, Yu Y, Wu GS, Zhu YB, Li L, Li YX, Zhao PY, Zhu SY, Xia ZF, Ren C, Yao YM. A Machine Learning-Based Prediction of Hospital Mortality in Patients With Postoperative Sepsis. Front Med (Lausanne) 2020; 7:445. [PMID: 32903618 PMCID: PMC7438711 DOI: 10.3389/fmed.2020.00445] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 07/06/2020] [Indexed: 12/29/2022] Open
Abstract
Introduction: The incidence of postoperative sepsis is continually increased, while few studies have specifically focused on the risk factors and clinical outcomes associated with the development of sepsis after surgical procedures. The present study aimed to develop a mathematical model for predicting the in-hospital mortality among patients with postoperative sepsis. Materials and Methods: Surgical patients in Medical Information Mart for Intensive Care (MIMIC-III) database who simultaneously fulfilled Sepsis 3.0 and Agency for Healthcare Research and Quality (AHRQ) criteria at ICU admission were incorporated. We employed both extreme gradient boosting (XGBoost) and stepwise logistic regression model to predict the in-hospital mortality among patients with postoperative sepsis. Consequently, the model performance was assessed from the angles of discrimination and calibration. Results: We included 3,713 patients who fulfilled our inclusion criteria, in which 397 (10.7%) patients died during hospitalization, and 3,316 (89.3%) patients survived through discharge. Fluid-electrolyte disturbance, coagulopathy, renal replacement therapy (RRT), urine output, and cardiovascular surgery were important features related to the in-hospital mortality. The XGBoost model had a better performance in both discriminatory ability (c-statistics, 0.835 vs. 0.737 and 0.621, respectively; AUPRC, 0.418 vs. 0.280 and 0.237, respectively) and goodness of fit (visualized by calibration curve) compared to the stepwise logistic regression model and baseline model. Conclusion: XGBoost model has a better performance in predicting hospital mortality among patients with postoperative sepsis in comparison to the stepwise logistic regression model. Machine learning-based algorithm might have significant application in the development of early warning system for septic patients following major operations.
Collapse
Affiliation(s)
- Ren-qi Yao
- Trauma Research Center, Fourth Medical Center of the Chinese PLA General Hospital, Beijing, China
- Department of Burn Surgery, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Xin Jin
- School of Mathematics and Statistics, Beijing Institute of Technology, Beijing, China
| | - Guo-wei Wang
- School of Computer Science and Technology, Wuhan University of Technology, Wuhan, China
| | - Yue Yu
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Guo-sheng Wu
- Department of Burn Surgery, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Yi-bing Zhu
- Medical Research and Biometrics Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Lin Li
- School of Computer Science and Technology, Wuhan University of Technology, Wuhan, China
| | - Yu-xuan Li
- Department of General Surgery, First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Peng-yue Zhao
- Department of General Surgery, First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Sheng-yu Zhu
- Department of General Surgery, First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Zhao-fan Xia
- Department of Burn Surgery, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Chao Ren
- Trauma Research Center, Fourth Medical Center of the Chinese PLA General Hospital, Beijing, China
| | - Yong-ming Yao
- Trauma Research Center, Fourth Medical Center of the Chinese PLA General Hospital, Beijing, China
| |
Collapse
|
12
|
Chen PY, Luo CW, Chen MH, Yang ML, Kuan YH. Epidemiological Characteristics of Postoperative Sepsis. Open Med (Wars) 2019; 14:928-938. [PMID: 31989043 PMCID: PMC6972282 DOI: 10.1515/med-2019-0110] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Accepted: 10/07/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Postoperative sepsis is a major type of sepsis. Sociodemographic characteristics, incidence trends, surgical procedures, comorbidities, and organ system dysfunctions related to the disease burden of postoperative sepsis episodes are unclear. METHODS We analyzed epidemiological characteristics of postoperative sepsis based on the ICD-9-CM codes for the years 2002 to 2013 using the Longitudinal Health Insurance Databases of Taiwan's National Health Insurance Research Database. RESULTS We identified 5,221 patients with postoperative sepsis and 338,279 patients without postoperative sepsis. The incidence of postoperative sepsis increased annually with a crude mean of 0.06% for patients aged 45-64 and 0.34% over 65 years. Patients with postoperative sepsis indicated a high risk associated with the characteristics, male sex (OR:1.375), aged 45-64 or ≥ 65 years (OR:2.639 and 5.862), low income (OR:1.390), aged township (OR:1.269), agricultural town (OR:1.266), and remote township (OR:1.205). Splenic surgery (OR:7.723), Chronic renal disease (OR:1.733), cardiovascular dysfunction (OR:2.441), and organ system dysfunctions had the highest risk of postoperative sepsis. CONCLUSION Risk of postoperative sepsis was highest among men, older, and low income. Patients with splenic surgery, chronic renal comorbidity, and cardiovascular system dysfunction exhibited the highest risk for postoperative sepsis. The evaluation of high-risk factors assists in reducing the disease burden.
Collapse
Affiliation(s)
- Po-Yi Chen
- Department of Optometry, Chung Hwa University of Medical Technology, Tainan, Taiwan
| | - Ci-Wen Luo
- Department of Pharmacology, School of Medicine, Chung Shan Medical University; Department of Pharmacy, Chung Shan Medical University Hospital, No.110, Sec. 1, Jianguo N. Rd, Taichung, Taiwan, Republic of China
| | - Mu-Hsing Chen
- Department of Optometry, DAYEH University of Medical Technology, Taichung, Taiwan
| | - Ming-Ling Yang
- Department of Anatomy, School of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Yu-Hsiang Kuan
- Department of Pharmacology, School of Medicine, Chung Shan Medical University; Department of Pharmacy, Chung Shan Medical University Hospital, No.110, Sec. 1, Jianguo N. Rd, Taichung, Taiwan, Republic of China
| |
Collapse
|
13
|
Ramanujam V, Hoffman CR, Russo K, Green MS. [Acute postoperative sepsis mimicking symptomology suspicious for malignant hyperthermia: case report]. Rev Bras Anestesiol 2019; 69:622-625. [PMID: 31784196 DOI: 10.1016/j.bjan.2019.06.015] [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: 03/20/2019] [Revised: 05/21/2019] [Accepted: 06/16/2019] [Indexed: 10/25/2022] Open
Abstract
BACKGROUND Sepsis is a life-threatening organ dysfunction with non-specific clinical features that can mimic other clinical conditions with hyper metabolic state such as malignant hyperthermia. Perioperatively anesthesia providers come across such scenarios, which are extremely challenging with the need for urgent intervention. OBJECTIVE To illustrate the need for early intervention and consultation for added assistance to approach and rule out malignant hyperthermia and other possible causes during such a scenario. CASE REPORT A 63-year-old male underwent an uneventful elective flexible cystoscopy and transrectal ultrasound-guided prostate biopsy. Postoperatively he developed symptoms raising suspicion for malignant hyperthermia. Immediately malignant hyperthermia protocol was initiated that included administration of dantrolene and consultation of malignant hyperthermia association hotline along with other diagnostic and interventional management aimed at patient optimization. While early administration of dantrolene helped in hemodynamically stabilizing the patient, the consultation with other providers and malignant hyperthermia association hotline along with repeated examinations and lab works helped in ruling out malignant hyperthermia as the possible diagnosis. The patient later recovered in the intensive care unit where he was treated for the bacteremia that grew in his blood cultures. CONCLUSIONS Sepsis shares clinical symptoms that mimic malignant hyperthermia. While sepsis rapidly progresses to secondary injuries, malignant hyperthermia is life threatening. Providing ideal care requires good clinical judgment and a high level of suspicion where timely and appropriate care such as early administration of dantrolene and consultation of malignant hyperthermia association hotline for added assistance can influence positive outcomes.
Collapse
Affiliation(s)
- Vendhan Ramanujam
- Drexel University College of Medicine, Hahnemann University Hospital, Department of Anesthesiology and Perioperative Medicine, Philadelphia, Estados Unidos.
| | - Christopher R Hoffman
- Drexel University College of Medicine, Hahnemann University Hospital, Department of Anesthesiology and Perioperative Medicine, Philadelphia, Estados Unidos
| | - Kevin Russo
- Drexel University College of Medicine, Hahnemann University Hospital, Department of Anesthesiology and Perioperative Medicine, Philadelphia, Estados Unidos
| | - Michael S Green
- Drexel University College of Medicine, Hahnemann University Hospital, Department of Anesthesiology and Perioperative Medicine, Philadelphia, Estados Unidos
| |
Collapse
|
14
|
Ramanujam V, Hoffman CR, Russo K, Green MS. Acute postoperative sepsis mimicking symptomology suspicious for malignant hyperthermia: case report. BRAZILIAN JOURNAL OF ANESTHESIOLOGY (ENGLISH EDITION) 2019. [PMID: 31784196 PMCID: PMC9391898 DOI: 10.1016/j.bjane.2019.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Background Sepsis is a life-threatening organ dysfunction with non-specific clinical features that can mimic other clinical conditions with hyper metabolic state such as malignant hyperthermia. Perioperatively anesthesia providers come across such scenarios, which are extremely challenging with the need for urgent intervention. Objective To illustrate the need for early intervention and consultation for added assistance to approach and rule out malignant hyperthermia and other possible causes during such a scenario. Case report A 63-year-old male underwent an uneventful elective flexible cystoscopy and transrectal ultrasound-guided prostate biopsy. Postoperatively he developed symptoms raising suspicion for malignant hyperthermia. Immediately malignant hyperthermia protocol was initiated that included administration of dantrolene and consultation of malignant hyperthermia association hotline along with other diagnostic and interventional management aimed at patient optimization. While early administration of dantrolene helped in hemodynamically stabilizing the patient, the consultation with other providers and malignant hyperthermia association hotline along with repeated examinations and lab works helped in ruling out malignant hyperthermia as the possible diagnosis. The patient later recovered in the intensive care unit where he was treated for the bacteremia that grew in his blood cultures. Conclusions Sepsis shares clinical symptoms that mimic malignant hyperthermia. While sepsis rapidly progresses to secondary injuries, malignant hyperthermia is life threatening. Providing ideal care requires good clinical judgment and a high level of suspicion where timely and appropriate care such as early administration of dantrolene and consultation of malignant hyperthermia association hotline for added assistance can influence positive outcomes.
Collapse
|
15
|
Jung YT, Kim MJ, Lee JG, Lee SH. Predictors of early weaning failure from mechanical ventilation in critically ill patients after emergency gastrointestinal surgery: A retrospective study. Medicine (Baltimore) 2018; 97:e12741. [PMID: 30290686 PMCID: PMC6200493 DOI: 10.1097/md.0000000000012741] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Mechanical ventilation (MV) is the most common therapeutic modality used for critically ill patients. However, prolonged MV is associated with high morbidity and mortality. Therefore, it is important to avoid both premature extubation and unnecessary prolongation of MV. Although some studies have determined the predictors of early weaning success and failure, only a few have investigated these factors in critically ill surgical patients who require postoperative MV. The aim of this study was to evaluate predictors of early weaning failure from MV in critically ill patients who had undergone emergency gastrointestinal (GI) surgery.The medical records of 3327 adult patients who underwent emergency GI surgery between January 2007 and December 2016 were reviewed retrospectively. Clinical and laboratory parameters before surgery and within 2 days postsurgery were investigated.This study included 387 adult patients who required postoperative MV. A low platelet count (adjusted odds ratio [OR]: 0.995; 95% confidence interval [CI]: 0.991-1.000; P = .03), an elevated delta neutrophil index (DNI; adjusted OR: 1.025; 95% CI: 1.005-1.046; P = .016), a delayed spontaneous breathing trial (SBT; adjusted OR: 14.152; 95% CI: 6.571-30.483; P < .001), and the presence of postoperative shock (adjusted OR: 2.436; 95% CI: 1.138-5.216; P = .022) were shown to predict early weaning failure from MV in the study population.Delayed SBT, a low platelet count, an elevated DNI, and the presence of postoperative shock are independent predictors of early weaning failure from MV in critically ill patients after emergency GI surgery.
Collapse
Affiliation(s)
- Yun Tae Jung
- Department of Surgery, Ajou University School of Medicine, Suwon
| | - Myung Jun Kim
- Division of Trauma Surgery, Department of Surgery, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jae Gil Lee
- Division of Trauma Surgery, Department of Surgery, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seung Hwan Lee
- Division of Trauma Surgery, Department of Surgery, Yonsei University College of Medicine, Seoul, Republic of Korea
| |
Collapse
|
16
|
Mørch SS, Tantholdt-Hansen S, Pedersen NE, Duus CL, Petersen JA, Andersen CØ, Jarløv JO, Meyhoff CS. The association between pre-operative sepsis and 30-day mortality in hip fracture patients-A cohort study. Acta Anaesthesiol Scand 2018; 62:1209-1214. [PMID: 29797710 DOI: 10.1111/aas.13160] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 04/16/2018] [Accepted: 04/30/2018] [Indexed: 12/29/2022]
Abstract
BACKGROUND Post-operative sepsis considerably increases mortality, but the extent of pre-operative sepsis in hip fracture patients and its consequences are sparsely elucidated. The aim of this study was to assess the association between pre-operative sepsis and 30-day mortality after hip fracture surgery. METHODS We conducted a retrospective analysis of data collected among 1894 patients who underwent hip fracture surgery in the Capital Region of Denmark in 2014 (NCT03201679). Data on vital signs, cultures and laboratory data were obtained. Sepsis was defined as a positive culture of any kind and presence of systemic inflammatory response syndrome within 24 hours and was assessed within 72 hours before surgery and 30 days post-operatively. Primary outcome was 30-day mortality. Secondary outcomes included length of hospital stay and admission to intensive care unit. RESULTS A total of 144 (7.6%) of the hip fracture patients met the criteria for pre-operative sepsis. The 30-day mortality was 13.9% in patients with pre-operative sepsis as compared to 9.0% in those without (OR 1.69, 95% CI [1.00; 2.85], P = .08). Patients with pre-operative sepsis had longer hospital stays (median 10 days vs 9 days, mean difference 2.1 [SD 9.4] days, P = .03), and higher frequency of ICU admission (11.1% vs 2.7%, OR 4.15, 95% CI [2.19; 7.87], P < .0001). CONCLUSION Pre-operative sepsis in hip fracture patients was associated with an increased length of hospital stay and tended to increase mortality. Pre-operative sepsis in hip fracture patients merits more intensive surveillance and increased attention to timely treatment.
Collapse
Affiliation(s)
- S. S. Mørch
- Department of Anaesthesia and Intensive Care; Bispebjerg and Frederiksberg Hospital; University of Copenhagen; Copenhagen Denmark
| | - S. Tantholdt-Hansen
- Department of Anaesthesia and Intensive Care; Bispebjerg and Frederiksberg Hospital; University of Copenhagen; Copenhagen Denmark
| | - N. E. Pedersen
- Department of Anaesthesia and Intensive Care; Bispebjerg and Frederiksberg Hospital; University of Copenhagen; Copenhagen Denmark
- Centre for HR, Capital Region of Denmark; Copenhagen Academy for Medical Education and Simulation; Herlev Denmark
| | - C. L. Duus
- Department of Anaesthesia and Intensive Care; Bispebjerg and Frederiksberg Hospital; University of Copenhagen; Copenhagen Denmark
| | - J. A. Petersen
- Department of Day Case Surgery; Amager and Hvidovre Hospital; University of Copenhagen; Copenhagen Denmark
| | - C. Ø. Andersen
- Department of Clinical Microbiology; Amager and Hvidovre Hospital; University of Copenhagen; Copenhagen Denmark
| | - J. O. Jarløv
- Department of Clinical Microbiology; Herlev and Gentofte Hospital; University of Copenhagen; Copenhagen Denmark
| | - C. S. Meyhoff
- Department of Anaesthesia and Intensive Care; Bispebjerg and Frederiksberg Hospital; University of Copenhagen; Copenhagen Denmark
| |
Collapse
|
17
|
Abdelaal AA, Elghobary HAF, Ibrahiem SK, Sleem HM. Cell free DNA concentration and serum leptin level as predictors of mortality in a sample of septic Egyptian children. J Crit Care 2017; 44:124-127. [PMID: 29096230 DOI: 10.1016/j.jcrc.2017.10.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2017] [Revised: 10/15/2017] [Accepted: 10/17/2017] [Indexed: 11/27/2022]
Affiliation(s)
- Amaal A Abdelaal
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Cairo University, Egypt.
| | - Hany A F Elghobary
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Cairo University, Egypt
| | - Sally K Ibrahiem
- Department of Pediatrics, Faculty of Medicine, Cairo University, Egypt
| | - Hala M Sleem
- Department of Pediatrics, Faculty of Medicine, Cairo University, Egypt
| |
Collapse
|
18
|
Ou L, Chen J, Hillman K, Flabouris A, Parr M, Assareh H, Bellomo R. The impact of post-operative sepsis on mortality after hospital discharge among elective surgical patients: a population-based cohort study. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2017; 21:34. [PMID: 28219408 PMCID: PMC5319141 DOI: 10.1186/s13054-016-1596-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Accepted: 12/31/2016] [Indexed: 12/27/2022]
Abstract
Background Our aim in the present study was to assess the mortality impact of hospital-acquired post-operative sepsis up to 1 year after hospital discharge among adult non-short-stay elective surgical patients. Methods We conducted a population-based, retrospective cohort study of all elective surgical patients admitted to 82 public acute hospitals between 1 January 2007 and 31 December 2012 in New South Wales, Australia. All adult elective surgical admission patients who stayed in hospital for ≥4 days and survived to discharge after post-operative sepsis were identified using the Admitted Patient Data Collection records linked with the Registry of Births, Deaths, and Marriages. We assessed post-discharge mortality rates at 30 days, 60 days, 90 days and 1 year and compared them with those of patients without post-operative sepsis. Results We studied 144,503 survivors to discharge. Of these, 1857 (1.3%) had experienced post-operative sepsis. Their post-discharge mortality rates at 30 days, 60 days, 90 days and 1 year were 4.6%, 6.7%, 8.1% and 13.5% (vs 0.7%, 1.2%, 1.5% and 3.8% in the non-sepsis cohort), respectively (P < 0.0001 for all). After adjustment for patient and hospital characteristics, post-operative sepsis remained independently associated with a higher mortality risk (30-day mortality HR 2.75, 95% CI 2.14–3.53; 60-day mortality HR 2.45, 95% CI 1.94–3.10; 90-day mortality HR 2.31, 95% CI 1.85–2.87; 1-year mortality HR 1.71, 95% CI 1.46–2.00). Being older than 75 years of age (HR 3.50, 95% CI 1.56–7.87) and presence of severe/very severe co-morbidities as defined by Charlson co-morbidity index (severe vs normal HR 2.05, 95% CI 1.45–2.89; very severe vs normal HR 2.17, 95% CI 1.49–3.17) were the only other significant independent predictors of increased 1-year mortality. Conclusions Among elective surgical patients, post-operative sepsis is independently associated with increased post-discharge mortality up to 1 year after hospital discharge. This risk is particularly high in the first month, in older age patients and in the presence of severe/very severe co-morbidities. This high-risk population can be targeted for interventions. Electronic supplementary material The online version of this article (doi:10.1186/s13054-016-1596-7) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Lixin Ou
- Simpson Centre for Health Services Research, South Western Sydney Clinical School, University of New South Wales, Sydney, New South Wales, Australia. .,Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia.
| | - Jack Chen
- Simpson Centre for Health Services Research, South Western Sydney Clinical School, University of New South Wales, Sydney, New South Wales, Australia.,Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia
| | - Ken Hillman
- Simpson Centre for Health Services Research, South Western Sydney Clinical School, University of New South Wales, Sydney, New South Wales, Australia.,Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia
| | - Arthas Flabouris
- Intensive Care Unit, Royal Adelaide Hospital, Adelaide, South Australia, Australia.,Faculty of Health Sciences, School of Medicine, University of Adelaide, Adelaide, South Australia, Australia
| | - Michael Parr
- Intensive Care Unit, Liverpool Hospital, University of New South Wales, Sydney, New South Wales, Australia
| | - Hassan Assareh
- Epidemiology and Health Analytics, South Western Sydney Local Health District, Sydney, New South Wales, Australia
| | - Rinaldo Bellomo
- School of Medicine, University of Melbourne, Parkville, Melbourne, Victoria, Australia
| |
Collapse
|
19
|
Sun BF, Chen QP. Mechanism and effect of excessive inflammatory response in perioperative period of abdominal surgery. Shijie Huaren Xiaohua Zazhi 2017; 25:178-184. [DOI: 10.11569/wcjd.v25.i2.178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Inflammation is an important pathophysiological change in the perioperative period of abdominal surgery. Moderate inflammatory plays a positive role in wound healing, but excessive inflammation is harmful to the body and is a major cause of postoperative complications and the common pathway of multiple organ dysfunction syndrome. Therefore, intervention of excessive inflammation response in the perioperative period can reduce the morbidity and mortality of patients. However, the current understanding of the pathophysiological process of excessive inflammatory response during the perioperative period is still in the primary stage. This article systematically reviews the induced factors, mechanism and pathophysiological changes of excessive inflammatory response during the perioperative period of abdominal surgery as well as its harm to and influence on the body.
Collapse
|
20
|
Sood A, Abdollah F, Sammon JD, Arora N, Weeks M, Peabody JO, Menon M, Trinh QD. Postoperative sepsis prediction in patients undergoing major cancer surgery. J Surg Res 2016; 209:60-69. [PMID: 28032572 DOI: 10.1016/j.jss.2016.09.059] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2016] [Revised: 09/15/2016] [Accepted: 09/29/2016] [Indexed: 01/17/2023]
Abstract
BACKGROUND Cancer patients are at increased risk for postoperative sepsis. However, studies addressing the issue are lacking. We sought to identify preoperative and intraoperative predictors of 30-d sepsis after major cancer surgery (MCS) and derive a postoperative sepsis risk stratification tool. METHODS Patients undergoing one of nine MCSs (gastrointestinal, urological, gynecologic, or pulmonary) were identified within the American College of Surgeons National Surgical Quality Improvement Program (2005-2011, n = 69,169). Multivariable adjusted analyses (MVA) were performed to identify the predictors of postoperative sepsis. A composite sepsis risk score (CSRS) was constructed using the regression coefficients of predictors significant on MVA. The score was stratified into low, intermediate, and high risk, and its predictive accuracy for sepsis, septic shock, and mortality was assessed using the area under the curve analysis. RESULTS Overall, 4.3% (n = 2954) of patients developed postoperative sepsis. In MVA, Black race (odds ratio [OR] = 1.30, P = 0.002), preoperative hematocrit <30 (OR = 1.40, P = 0.022), cardiopulmonary and cerebrovascular comorbidities (P < 0.010), American Society of Anesthesiologists score >3 (P < 0.05), operative time (OR = 1.002, P < 0.001), surgical approach (OR = 1.81, P < 0.001), and procedure type (P < 0.001) were significant predictors of postoperative sepsis. CSRS demonstrated favorable accuracy in predicting postoperative sepsis, septic shock, and mortality (area under the curve 0.72, 0.75, and 0.74, respectively). Furthermore, CSRS risk stratification demonstrated high concordance with sepsis rates, 1.3% in low-risk patients versus 9.7% in high-risk patients. Similarly, 30-d mortality rate varied from 0.5% to 5.5% (10-fold difference) in low-risk patients versus high-risk patients. CONCLUSIONS Our study identifies the major risk factors for 30-d sepsis after MCS. These risk factors have been converted into a simple, accurate bedside sepsis risk score. This tool might facilitate improved patient-physician interaction regarding the risk of postoperative sepsis and septic shock.
Collapse
Affiliation(s)
- Akshay Sood
- Center for Outcomes Research, Analytics and Evaluation, Vattikuti Urology Institute, Henry Ford Health System, Detroit, Michigan; Division of Urologic Surgery and Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Surgery, Henry Ford Health System, Detroit, Michigan.
| | - Firas Abdollah
- Center for Outcomes Research, Analytics and Evaluation, Vattikuti Urology Institute, Henry Ford Health System, Detroit, Michigan
| | - Jesse D Sammon
- Center for Outcomes Research, Analytics and Evaluation, Vattikuti Urology Institute, Henry Ford Health System, Detroit, Michigan; Division of Urologic Surgery and Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nivedita Arora
- Department of Surgery, University of Minnesota, Minneapolis, Minnesota
| | - Matthew Weeks
- Center for Outcomes Research, Analytics and Evaluation, Vattikuti Urology Institute, Henry Ford Health System, Detroit, Michigan
| | - James O Peabody
- Center for Outcomes Research, Analytics and Evaluation, Vattikuti Urology Institute, Henry Ford Health System, Detroit, Michigan
| | - Mani Menon
- Center for Outcomes Research, Analytics and Evaluation, Vattikuti Urology Institute, Henry Ford Health System, Detroit, Michigan
| | - Quoc-Dien Trinh
- Division of Urologic Surgery and Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
21
|
Kramer M, Quickert S, Sponholz C, Menzel U, Huse K, Platzer M, Bauer M, Claus RA. Alternative splicing of SMPD1 in human sepsis. PLoS One 2015; 10:e0124503. [PMID: 25898364 PMCID: PMC4405572 DOI: 10.1371/journal.pone.0124503] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2014] [Accepted: 03/02/2015] [Indexed: 11/19/2022] Open
Abstract
Acid sphingomyelinase (ASM or sphingomyelin phosphodiesterase, SMPD) activity engages a critical role for regulation of immune response and development of organ failure in critically ill patients. Beside genetic variation in the human gene encoding ASM (SMPD1), alternative splicing of the mRNA is involved in regulation of enzymatic activity. Here we show that the patterns of alternatively spliced SMPD1 transcripts are significantly different in patients with systemic inflammatory response syndrome and severe sepsis/septic shock compared to control subjects allowing discrimination of respective disease entity. The different splicing patterns might contribute to the better understanding of the pathophysiology of human sepsis.
Collapse
Affiliation(s)
- Marcel Kramer
- Integrated Research and Treatment Center, Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
- Genome Analysis, Leibniz Institute for Age Research—Fritz Lipmann Institute, Jena, Germany
| | - Stefanie Quickert
- Integrated Research and Treatment Center, Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
| | - Christoph Sponholz
- Department of Anesthesiology and Intensive Care Therapy, Jena University Hospital, Jena, Germany
| | - Uwe Menzel
- Hans Knöll Institute for Natural Product Research and Infection Biology, Leibniz Institute, Jena, Germany
| | - Klaus Huse
- Genome Analysis, Leibniz Institute for Age Research—Fritz Lipmann Institute, Jena, Germany
| | - Matthias Platzer
- Genome Analysis, Leibniz Institute for Age Research—Fritz Lipmann Institute, Jena, Germany
| | - Michael Bauer
- Integrated Research and Treatment Center, Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
- Department of Anesthesiology and Intensive Care Therapy, Jena University Hospital, Jena, Germany
| | - Ralf A. Claus
- Integrated Research and Treatment Center, Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
- Department of Anesthesiology and Intensive Care Therapy, Jena University Hospital, Jena, Germany
- * E-mail:
| |
Collapse
|
22
|
Liu Z, Li C, Huang M, Tong C, Zhang X, Wang L, Peng H, Lan P, Zhang P, Huang N, Peng J, Wu X, Luo Y, Qin H, Kang L, Wang J. Positive regulatory effects of perioperative probiotic treatment on postoperative liver complications after colorectal liver metastases surgery: a double-center and double-blind randomized clinical trial. BMC Gastroenterol 2015; 15:34. [PMID: 25881090 PMCID: PMC4374379 DOI: 10.1186/s12876-015-0260-z] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 02/27/2015] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Colorectal liver metastases (CLM) occur frequently and postoperative intestinal infection is a common complication. Our previous study showed that probiotics could decrease the rate of infectious complications after colectomy for colorectal cancer. To determine the effects of the perioperative administration of probiotics on serum zonulin levels which is a marker of intestinal permeability and the subsequent impact on postoperative infectious complications in patients with CLM. METHODS 150 patients with CLM were randomly divided into control group (n = 68) and probiotics group (n = 66). Probiotics and placebo were given orally for 6 days preoperatively and 10 days postoperatively to control group and probiotics group respectively. We used the local resection for metastatic tumor ,while for large tumor, the segmental hepatectomy. Postoperative outcome were recorded. Furthermore, complications in patients with normal intestinal barrier function and the relation with serum zonulin were analyzed to evaluate the impact on the liver barrier dysfunction. RESULTS The incidence of infectious complications in the probiotics group was lower than control group. Analysis of CLM patients with normal postoperative intestinal barrier function paralleled with the serum zonulin level. And probiotics could also reduce the concentration of serum zonulin (P = 0.004) and plasma endotoxin (P < 0.001). CONCLUSION Perioperative probiotics treatment could reduce the serum zonulin level, the rate of postoperative septicemia and maintain the liver barrier in patients undergoing CLM surgery. we propose a new model about the regulation of probiotics to liver barrier via clinical regulatory pathway. We recommend the preoperative oral intake of probiotics combined with postoperative continued probiotics treatment in patients who undergo CLM surgery. TRIAL REGISTRATION ChiCTR-TRC- 12002841 . 2012/12/21.
Collapse
Affiliation(s)
- Zhihua Liu
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China. .,Department of Surgery, Shanghai JiaoTong University Affiliated Sixth People's Hospital, Shanghai, 200233, China.
| | - Chao Li
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Meijin Huang
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Chao Tong
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Xingwei Zhang
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Lei Wang
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Hui Peng
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Ping Lan
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Peng Zhang
- Department of Surgery, Shanghai JiaoTong University Affiliated Sixth People's Hospital, Shanghai, 200233, China.
| | - Nanqi Huang
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Junsheng Peng
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Xiaojian Wu
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Yanxing Luo
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Huanlong Qin
- Department of Surgery, Shanghai JiaoTong University Affiliated Sixth People's Hospital, Shanghai, 200233, China.
| | - Liang Kang
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| | - Jianping Wang
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University (Guangdong Gastrointestinal Hospital), 26 Yuancun Erheng Road, Guangzhou, Guangdong, 510655, People's Republic of China.
| |
Collapse
|
23
|
Du Q, Wang C, Zhang N, Li G, Zhang M, Li L, Zhang Q, Zhang J. In vivo study of the effects of exogenous hydrogen sulfide on lung mitochondria in acute lung injury in rats. BMC Anesthesiol 2014; 14:117. [PMID: 25550681 PMCID: PMC4279795 DOI: 10.1186/1471-2253-14-117] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Accepted: 12/11/2014] [Indexed: 01/11/2023] Open
Abstract
Background Acute lung injury (ALI) is a serious disease with high incidence in ICU, and impaired mitochondria function plays a significant role in ALI. In this study, we examined the possible roles of exogenous hydrogen sulfide (H2S) in lung mitochondria regulation in ALI rats. Methods The rat ALI model was induced by an intra-tongue vein Lipopolysaccharide (LPS) injection. We used sodium hydrosulphide (NaHS) as the H2S donor. We randomly divided 40 Sprague–Dawley rats into five groups: control, LPS injury, LPS + low-dose NaHS (0.78 mg•kg-1), LPS + middle-dose NaHS (1.56 mg•kg-1), and LPS + high-dose NaHS (3.12 mg•kg-1). Rats were killed 3 h after NaHS administration. We calculated a semi-quantitative histological index of lung injury assessments and measured the lung wet-to-dry weight ratio. We further analyzed serum for interleukin-1β levels using enzyme-linked immunosorbent assays. We observed lung mitochondria ultrastructures with an electron microscope. We examined oxidative stress markers in lung mitochondria and the mitochondrial swelling and activity. We analyzed lung mitochondria and cytosol Cyt-c protein expression using Western blotting. Results Compared to the control group, the quantitative assessment score index, wet-to-dry weight ratios, and interleukin-1β content in the LPS injury group were significantly increased and the mitochondrial ultrastructure damaged. Furthermore, mitochondrial activity, adenosine triphosphatease, superoxide dismutase, glutathione peroxidase, and mitochondrial Cyt-c protein expression were significantly decreased, and malondialdehyde content, mitochondrial swelling, and cytosol Cyt-c protein expression were significantly increased in the LPS injury group compared to the control group. These effects were lessened by NaHS. Conclusion Exogenous H2S provided a protective effect against ALI by decreasing the mitochondrial lipid peroxidation level and protecting the cell structure in the LPS-induced rat models. Its regulatory effect on lung mitochondria is positively correlated with the dosage.
Collapse
Affiliation(s)
- Quansheng Du
- Department of Pharmacology, Hebei Medical University, 361 Zhongshan Eastern Road, Shijiazhuang, 050017 China ; Intensive Care Unit, Hebei General Hospital, 348 Heping Western Road, Shijiazhuang, 050051 China
| | - Chao Wang
- Clinical research center, Hebei General Hospital, 348 Heping Western Road, Shijiazhuang, 050051 China
| | - Nan Zhang
- Department of Pharmacology, Children's Hospital of Hebei Province, 133 Jianhua Southern Avenue, Shijiazhuang, 050031 China
| | - Guofeng Li
- Department of Pharmacology, Hebei Centers for Disease Control and Prevention, 97 Huaian Eastern Road, Shijiazhuang, 050021 China
| | - Meng Zhang
- Department of chest surgery, Third Hospital of Hebei Medical University, 139 Ziqiang Road, Shijiazhuang, 050051 China
| | - Liping Li
- Department of Pharmacology, Hebei Centers for Disease Control and Prevention, 97 Huaian Eastern Road, Shijiazhuang, 050021 China
| | - Qingzeng Zhang
- Department of Pharmacology, Hebei Centers for Disease Control and Prevention, 97 Huaian Eastern Road, Shijiazhuang, 050021 China
| | - Jianxin Zhang
- Department of Pharmacology, Hebei Medical University, 361 Zhongshan Eastern Road, Shijiazhuang, 050017 China
| |
Collapse
|
24
|
Basic and clinical research on the regulation of the intestinal barrier by Lactobacillus and its active protein components: a review with experience of one center. Mol Biol Rep 2014; 41:8037-46. [PMID: 25185994 DOI: 10.1007/s11033-014-3701-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Accepted: 08/23/2014] [Indexed: 12/15/2022]
Abstract
Probiotics got protective effects on the intestinal barrier. Our present study is to review the basic and clinical progress on the regulation of the intestinal barrier by Lactobacillus and its active protein components, combing the study of our center. Our study have isolated the active component of micro integral membrane protein (MIMP) within the media place of the integral membrane protein of Lactobacillus plantarum, which was verified about the protective effects against the intestinal epithelial dysfunction. On the other hand, we also found the effects of perioperative use of probiotics in the prevention and treatment of postoperative intestinal barrier dysfunction, and reduction of the postoperative infective complications. In this review, we would like to report the founding of our center, involving in the basic and clinical research progress of regulation of intestinal barrier by Lactobacillus and its active protein component MIMP. Furthermore, we may also promote our following studies about the MIMP and its clinical verification.
Collapse
|
25
|
Alamili M, Bendtzen K, Lykkesfeldt J, Rosenberg J, Gögenur I. Pronounced inflammatory response to endotoxaemia during nighttime: a randomised cross-over trial. PLoS One 2014; 9:e87413. [PMID: 24475284 PMCID: PMC3903723 DOI: 10.1371/journal.pone.0087413] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2013] [Accepted: 12/24/2013] [Indexed: 11/19/2022] Open
Abstract
Background Circadian variation in bodily functions has been shown to impact health in acute and chronic medical conditions. Little is known about the relationship between circadian rhythm and sepsis in humans. We aimed to investigate circadian variations in the host response in a human endotoxaemia model. Design and Methods A cross-over study, where 12 healthy young men received E. coli endotoxin (lipopolysaccharide, LPS) 0.3 ng/kg at 12 noon and, on another day, at 12 midnight. Blood samples were analysed for pro- and anti-inflammatory cytokines: tumour-necrosis factor (TNF)-alpha, soluble TNF receptors (sTNF-R)-1 and -2, interleukin (IL)-1beta, IL-1 receptor antagonist (IL-1Ra), IL-6, and IL-10 as well as YKL-40 and the oxidative stress markers malondialdehyde (MDA), ascorbic acid (AA) and dehydroascorbic acid (DHA) before and at 2, 4, 6 and 8 hours after LPS administration. Results The levels of MDA and IL-10 where significantly higher during the day time (P<0.05) whereas levels of TNF-alpha, sTNF-RI, sTNF-RII, IL-1Ra, IL-6, and YKL-40 were higher (P<0.01 for all comparisons) during the night time. No significant differences were seen in the levels of AA and DHA. Conclusion A day-night difference in the acute phase response to endotoxaemia exists in healthy volunteers with a more pronounced inflammatory response during the night time. This circadian difference in the response to endotoxaemia may play an important role in the clinical setting and should be investigated further.
Collapse
Affiliation(s)
- Mahdi Alamili
- Department of Surgical Gastroenterology, University of Copenhagen, Herlev Hospital, Herlev, Denmark
- * E-mail:
| | - Klaus Bendtzen
- Institute for Inflammation Research, Department of Rheumatology, Copenhagen University Hospital, Rigshospitalet, Denmark
| | - Jens Lykkesfeldt
- Department of Veterinary Disease Biology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jacob Rosenberg
- Department of Surgical Gastroenterology, University of Copenhagen, Herlev Hospital, Herlev, Denmark
| | - Ismail Gögenur
- Department of Surgical Gastroenterology, University of Copenhagen, Herlev Hospital, Herlev, Denmark
| |
Collapse
|
26
|
Chen M, Wang B, Xu Y, Deng Z, Xue H, Wang L, He L. Diagnostic value of serum leptin and a promising novel diagnostic model for sepsis. Exp Ther Med 2014; 7:881-886. [PMID: 24669245 PMCID: PMC3961119 DOI: 10.3892/etm.2014.1506] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2013] [Accepted: 01/03/2014] [Indexed: 12/20/2022] Open
Abstract
Diagnosis of sepsis in critically ill patients is important to reduce morbidity and mortality. The present study was conducted to determine the role of serum leptin in the early diagnosis of sepsis and to establish a diagnostic model for sepsis. A retrospective study was conducted of 331 patients from an intensive care unit. All patients underwent consistent blood collection at 6:00 a.m. every morning after fasting. Serum leptin concentrations and additional markers of sepsis were compared between the sepsis group (n=128) and the non-sepsis group (n=203). Septic patients displayed significantly higher leptin serum concentrations compared with those of the non-sepsis group (mean concentration, 11.67 versus 4.824 mg/dl; P<0.001). The leptin levels in male patients were higher than those in female patients, particularly in the sepsis group. The accuracy of serum leptin levels in distinguishing septic patients from non-septic patients was 76%, and the area under the receiver operating characteristic (ROC) curve of serum leptin was ≤0.8. Additional markers of inflammation in the sepsis group were also significantly higher than those in the non-sepsis group. Positive correlations were identified between leptin and body temperature, heart rate and creatinine levels. Therefore, a prognostic model comprising a combination of leptin with temperature, platelet count, white blood cell count and heart rate was evaluated as an effective logistic regression model for the diagnosis of sepsis. The logistic regression output cut-off value was 0.46 and the area under the ROC curve was 0.953 (P<0.0001). It may be concluded that leptin is a valuable marker in the diagnosis of sepsis and the proposed prognostic model is an effective logistic regression model for the diagnosis of sepsis. The prognostic model is able to aid the differentiation of septic patients from non-septic patients.
Collapse
Affiliation(s)
- Mingyi Chen
- Department of Hepatobiliary Surgery, Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Bin Wang
- Department of Critical Care Medicine, Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Yaping Xu
- Center of Inspection of Clinical Division, Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Zihui Deng
- Research Laboratory of Biochemistry, Basic Medical Institute, Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Hui Xue
- Research Laboratory of Biochemistry, Basic Medical Institute, Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Luhuan Wang
- Research Laboratory of Biochemistry, Basic Medical Institute, Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| | - Lei He
- Department of Hepatobiliary Surgery, Chinese People's Liberation Army General Hospital, Beijing 100853, P.R. China
| |
Collapse
|
27
|
Unplanned intubation: When and why does this deadly complication occur? Surgery 2013; 154:376-83. [DOI: 10.1016/j.surg.2013.05.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2013] [Accepted: 05/10/2013] [Indexed: 12/31/2022]
|
28
|
Liu ZH, Huang MJ, Zhang XW, Wang L, Huang NQ, Peng H, Lan P, Peng JS, Yang Z, Xia Y, Liu WJ, Yang J, Qin HL, Wang JP. The effects of perioperative probiotic treatment on serum zonulin concentration and subsequent postoperative infectious complications after colorectal cancer surgery: a double-center and double-blind randomized clinical trial. Am J Clin Nutr 2013; 97:117-26. [PMID: 23235200 DOI: 10.3945/ajcn.112.040949] [Citation(s) in RCA: 128] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Zonulin is a newly discovered protein that has an important role in the regulation of intestinal permeability. Our previous study showed that probiotics can decrease the rate of infectious complications in patients undergoing colectomy for colorectal cancer. OBJECTIVE The objective was to determine the effects of the perioperative administration of probiotics on serum zonulin concentrations and the subsequent effect on postoperative infectious complications in patients undergoing colorectal surgery. DESIGN A total of 150 patients with colorectal carcinoma were randomly assigned to the control group (n = 75), which received placebo, or the probiotics group (n = 75). Both the probiotics and placebo were given orally for 6 d preoperatively and 10 d postoperatively. Outcomes were measured by assessing bacterial translocation, postoperative intestinal permeability, serum zonulin concentrations, duration of postoperative pyrexia, and cumulative duration of antibiotic therapy. The postoperative infection rate, the positive rate of blood microbial DNA, and the incidence of postoperative infectious complications-including septicemia, central line infection, pneumonia, urinary tract infection, and diarrhea-were also assessed. RESULTS The infection rate was lower in the probiotics group than in the control group (P < 0.05). Probiotics decreased the serum zonulin concentration (P < 0.001), duration of postoperative pyrexia, duration of antibiotic therapy, and rate of postoperative infectious complications (all P < 0.05). The p38 mitogen-activated protein kinase signaling pathway was inhibited by probiotics. CONCLUSIONS Perioperative probiotic treatment can reduce the rate of postoperative septicemia and is associated with reduced serum zonulin concentrations in patients undergoing colectomy. We propose a clinical regulatory model that might explain this association. This trial was registered at http://www.chictr.org/en/ as ChiCTR-TRC-00000423.
Collapse
Affiliation(s)
- Zhi-Hua Liu
- Gastrointestinal Institute of Sun Yat-sen University, Department of Colorectal Surgery, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China.
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|