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Nsair A, Mullerad M, Goldin O, Amiel GE, Reumi M, Malshy K, Hoffman A. Risk factors for urinary septic shock following ureteroscopy for stone disease. J Perioper Pract 2025:17504589251318120. [PMID: 39927499 DOI: 10.1177/17504589251318120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2025]
Abstract
OBJECTIVE We aimed to identify risk factors associated with urinary septic shock following ureteroscopy. METHODS A retrospective review was conducted on patients who underwent ureteroscopy between 2010 and 2021. Data collected included demographics and preoperative variables. Septic shock was defined as the need for vasopressors for sepsis. A comparison was made between patients who developed septic shock and a randomly selected control group (N = 115). Multivariate logistic regression was used to identify independent risk factors. RESULTS Of 5000 ureteroscopy procedures, 20 cases of septic shock were identified. These patients were older, had a higher median body mass index, more hypertension, higher preoperative urinary drainage, longer drainage duration and positive preoperative urine cultures. On multivariate analysis, age over 55 years, body mass index above 26 and positive preoperative urine culture were significant predictors of septic shock. CONCLUSION Consistent with findings reported in previous studies, older age, higher body mass index and positive preoperative urine cultures are key risk factors for postureteroscopy septic shock. Enhanced safety measures are essential for high-risk patients.
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Affiliation(s)
- Ameer Nsair
- Department of Urology, Rambam Health Care Campus, Haifa, Israel
- Intensive Care Unit, Rambam Health Care Campus, Haifa, Israel
| | | | - Oleg Goldin
- Department of Urology, Rambam Health Care Campus, Haifa, Israel
| | - Gilad E Amiel
- Department of Urology, Rambam Health Care Campus, Haifa, Israel
- Intensive Care Unit, Rambam Health Care Campus, Haifa, Israel
| | - Michael Reumi
- Intensive Care Unit, Rambam Health Care Campus, Haifa, Israel
- Technion-Israel Institute of Technology, Haifa, Israel
| | - Kamil Malshy
- Department of Urology, University of Rochester Medical Center, Rochester, NY, USA
| | - Azik Hoffman
- Department of Urology, Rambam Health Care Campus, Haifa, Israel
- Intensive Care Unit, Rambam Health Care Campus, Haifa, Israel
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Rosa MDSD, Rech G, Goulart Rosa R, Mezzomo Pasqual H, Teixeira C. Treatment Intensity and Outcomes in Elderly Mechanically Ventilated ICU Patients. Respir Care 2025:respcare.12317. [PMID: 39348942 DOI: 10.4187/respcare.12317] [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: 06/26/2024] [Accepted: 09/20/2024] [Indexed: 10/02/2024]
Abstract
Background: The global population is aging, and the proportion of elderly patients admitted to ICUs is increasing. In this scenario, achieving a balance between judicious utilization of a limited and high-cost resource and providing optimal intensity of care presents a challenge given that in very elderly patients the value of ICU care is uncertain. The aim of our study was to evaluate the survival of older subjects admitted to ICU who require mechanical ventilation at different levels of treatment intensity. Methods: A comprehensive longitudinal ICU database was retrospectively analyzed at a single tertiary center, from January 2008-December 2014, of ICU subjects 80 y old or older who required mechanical ventilation. Results: From January 2009-December 2014, 482 subjects were admitted to the ICU and required mechanical ventilation. Among them, 376 (78%) were age 80-89 y; and 106 (22%) were age ≥ 90 y, with a mean age of 85.84 (4.56). The mean Acute Physiology and Chronic Health Evaluation (APACHE) II score was 21.53 (7.42), and the mean Sequential Organ Failure Assessment score was 5.75 (3.38). The total mortality during ICU admission was 46%, and the hospital mortality was 58%. Only age higher than 90 y (1.41 [1.05-1.91], P = .02) and APACHE score (1.03 [1.01-1.05], P < .001) were associated with mortality after adjustments. The Therapeutic Intervention Scoring System score was analyzed in tertiles and was not related to mortality in univariate analysis or after adjustments. Conclusions: Our data indicate that in older subjects who received mechanical ventilation higher intensity of treatment does not seem to translate into a survival benefit. This finding highlights the importance of considering individualized treatment plans for elderly patients in the ICU.
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Affiliation(s)
| | - Gabriela Rech
- The authors are affiliated with Hospital Moinhos de Vento, Porto Alegre, Rio Grande do Sul, Brazil
| | - Regis Goulart Rosa
- The authors are affiliated with Hospital Moinhos de Vento, Porto Alegre, Rio Grande do Sul, Brazil
| | - Henrique Mezzomo Pasqual
- The authors are affiliated with Hospital Moinhos de Vento, Porto Alegre, Rio Grande do Sul, Brazil
| | - Cassiano Teixeira
- The authors are affiliated with Hospital Moinhos de Vento, Porto Alegre, Rio Grande do Sul, Brazil
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Cento V, Carloni S, Sarti R, Bussini L, Asif Z, Morelli P, De Fazio F, Tordato FM, Casana M, Mondatore D, Desai A, Generali E, Pugliese N, Costantini E, Vanoni M, Cecconi M, Aliberti S, Da Rin G, Casari E, Bartoletti M, Voza A. Epidemiology and Resistance Profiles of Bacteria Isolated From Blood Samples in Septic Patients at Emergency Department Admission: A 6-Year Single Centre Retrospective Analysis From Northern Italy. J Glob Antimicrob Resist 2025; 41:202-210. [PMID: 39805348 DOI: 10.1016/j.jgar.2024.12.023] [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: 09/13/2024] [Revised: 11/29/2024] [Accepted: 12/07/2024] [Indexed: 01/16/2025] Open
Abstract
OBJECTIVE This study aimed to investigate the microbiological and clinical heterogeneity of community-onset bloodstream infections (BSIs) and identify features to support targeted empirical antibiotic therapy in the Emergency Department (ED). METHODS Clinical and microbiological data from 992 BSI cases (1,135 isolates) diagnosed within 24 h of ED admission at IRCCS Humanitas Research Hospital, Milan, Italy (January 2015-June 2022), were analysed. Drug resistance was interpreted using EUCAST-2023. Clinical features included age, sex, comorbidities (e.g., cancer, diabetes), infection source, presence of central venous catheters (CVC), ongoing therapies, and sepsis severity. Microbiological data included pathogen identification and antimicrobial susceptibility. RESULTS Antibiotic-susceptible Escherichia coli (29.5%) was the most common isolate, including extended-spectrum beta-lactamase (ESBL)-producing strains (11.3%), followed by methicillin-susceptible Staphylococcus aureus (MSSA, 8.4%). BSIs due to E. coli were more frequent in patients >60 years (43.9% vs. 27.3%, P < 0.001) and associated with ESBL production (OR = 2.202, P = 0.031) and urosepsis (OR = 1.688, P = 0.006). Younger patients (≤60 years) had more S. aureus-associated BSIs (22.4% vs. 10.8%, P < 0.001) and methicillin resistance (7.9% vs. 3.6%, P = 0.021). Carbapenem-resistant Enterobacterales were rare (2.1%-2.8%), predominantly involving Klebsiella pneumoniae. Onco-hematological patients had a lower multidrug-resistance prevalence (9.5% vs. 21.1%, P < 0.001). CONCLUSIONS Community-onset BSIs demonstrated substantial prevalence of resistant pathogens, including ESBL and MRSA, emphasizing the need for robust surveillance systems. Age is a critical factor in guiding empirical antibiotic therapy in the ED.
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Affiliation(s)
- Valeria Cento
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Sara Carloni
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.
| | - Riccardo Sarti
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy
| | - Linda Bussini
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Zian Asif
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Paola Morelli
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | | | - Federica Maria Tordato
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | | | | | - Antonio Desai
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Elena Generali
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | | | | | - Massimo Vanoni
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Maurizio Cecconi
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Stefano Aliberti
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Giorgio Da Rin
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Erminia Casari
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Michele Bartoletti
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Antonio Voza
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
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Tian W, Zhang P, Yu N, Zhu J, Liu C, Liu X, Liu Y. Role of COX6C and NDUFB3 in septic shock and stroke. Open Med (Wars) 2024; 19:20241050. [PMID: 39655053 PMCID: PMC11627056 DOI: 10.1515/med-2024-1050] [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: 03/13/2024] [Revised: 09/02/2024] [Accepted: 09/05/2024] [Indexed: 12/12/2024] Open
Abstract
Background Septic shock is a clinical syndrome characterized by acute circulatory disturbance. Stroke is an acute cerebrovascular disease caused by brain tissue damage. However, the relationship of COX6C and NDUFB3 to them is unclear. Method The stroke dataset GSE58294 and the septic shock dataset GSE15491 were downloaded from the gene expression omnibus database. Screening of differentially expressed genes (DEGs), weighted gene co-expression network analysis, construction and analysis of protein-protein interaction network, functional enrichment analysis, gene set enrichment analysis, immune infiltration analysis, and comparative toxicogenomics database (CTD) analysis were performed. Gene expression heat map was drawn. TargetScan screened miRNAs regulating central DEGs. Results A total of 664 DEGs were obtained. Gene ontology analysis showed that they were mainly enriched in leukocyte activation, intracellular vesicle, neutrophil activation, and cytokine receptor activity. According to Kyoto Encyclopedia of Genes and Genomes analysis, they are mainly enriched in metabolic pathways, phagosomes, and Staphylococcus aureus infection. Core genes (UQCRQ, USMG5 [ATP5MD], COX6C, NDUFB3, ATP5L [ATP5MG], COX7C, NDUFA1, NDUFA4) were highly expressed in septic shock and stroke samples. CTD analysis found that eight core genes are associated with liver enlargement, inflammation, proliferation, fibrosis, and necrosis. Conclusion COX6C and NDUFB3 genes are highly expressed in septic shock and stroke. The higher the COX6C and NDUFB3 genes, the worse the prognosis.
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Affiliation(s)
- Wenbin Tian
- Department of Anesthesiology and Intensive Care, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Pei Zhang
- Department of Anesthesiology and Intensive Care, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Ning Yu
- Department of Anesthesiology and Intensive Care, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Junyu Zhu
- Department of Anesthesiology and Intensive Care, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Chao Liu
- Department of Anesthesiology and Intensive Care, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Xuefang Liu
- Department of Anesthesiology and Intensive Care, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Ya Liu
- Department of Anesthesiology and Intensive Care, The Second Hospital of Hebei Medical University, Shijiazhuang, China
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Mai H, Lu Y, Fu Y, Luo T, Li X, Zhang Y, Liu Z, Zhang Y, Zhou S, Chen C. Identification of a Susceptible and High-Risk Population for Postoperative Systemic Inflammatory Response Syndrome in Older Adults: Machine Learning-Based Predictive Model. J Med Internet Res 2024; 26:e57486. [PMID: 39501984 PMCID: PMC11624453 DOI: 10.2196/57486] [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: 02/19/2024] [Revised: 05/20/2024] [Accepted: 11/04/2024] [Indexed: 11/24/2024] Open
Abstract
BACKGROUND Systemic inflammatory response syndrome (SIRS) is a serious postoperative complication among older adult surgical patients that frequently develops into sepsis or even death. Notably, the incidences of SIRS and sepsis steadily increase with age. It is important to identify the risk of postoperative SIRS for older adult patients at a sufficiently early stage, which would allow preemptive individualized enhanced therapy to be conducted to improve the prognosis of older adult patients. In recent years, machine learning (ML) models have been deployed by researchers for many tasks, including disease prediction and risk stratification, exhibiting good application potential. OBJECTIVE We aimed to develop and validate an individualized predictive model to identify susceptible and high-risk populations for SIRS in older adult patients to instruct appropriate early interventions. METHODS Data for surgical patients aged ≥65 years from September 2015 to September 2020 in 3 independent medical centers were retrieved and analyzed. The eligible patient cohort in the Third Affiliated Hospital of Sun Yat-sen University was randomly separated into an 80% training set (2882 patients) and a 20% internal validation set (720 patients). We developed 4 ML models to predict postoperative SIRS. The area under the receiver operating curve (AUC), F1 score, Brier score, and calibration curve were used to evaluate the model performance. The model with the best performance was further validated in the other 2 independent data sets involving 844 and 307 cases, respectively. RESULTS The incidences of SIRS in the 3 medical centers were 24.3% (876/3602), 29.6% (250/844), and 6.5% (20/307), respectively. We identified 15 variables that were significantly associated with postoperative SIRS and used in 4 ML models to predict postoperative SIRS. A balanced cutoff between sensitivity and specificity was chosen to ensure as high a true positive as possible. The random forest classifier (RF) model showed the best overall performance to predict postoperative SIRS, with an AUC of 0.751 (95% CI 0.709-0.793), sensitivity of 0.682, specificity of 0.681, and F1 score of 0.508 in the internal validation set and higher AUCs in the external validation-1 set (0.759, 95% CI 0.723-0.795) and external validation-2 set (0.804, 95% CI 0.746-0.863). CONCLUSIONS We developed and validated a generalizable RF model to predict postoperative SIRS in older adult patients, enabling clinicians to screen susceptible and high-risk patients and implement early individualized interventions. An online risk calculator to make the RF model accessible to anesthesiologists and peers around the world was developed.
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Affiliation(s)
- Haiyan Mai
- Department of Pharmacy, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yaxin Lu
- Department of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yu Fu
- Department of Pharmacy, 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
| | - Xiaoyue Li
- Department of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yihan Zhang
- Department of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zifeng Liu
- Department of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yuenong Zhang
- Department of Surgery and Anesthesia, The Third Affiliated Hospital of Sun Yat-sen University Yuedong Hospital, Meizhou, China
| | - Shaoli Zhou
- Department of Anesthesiology, 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
- Big Data and Artificial Intelligence Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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Reddy V, Wante M, Nirhale DS, Puvvada P, Gaudani RH. The Prospective Analysis of Biomarkers in Sepsis: Correlation With Clinical Outcomes. Cureus 2024; 16:e70965. [PMID: 39507174 PMCID: PMC11538440 DOI: 10.7759/cureus.70965] [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: 07/22/2024] [Accepted: 10/06/2024] [Indexed: 11/08/2024] Open
Abstract
Background Sepsis is a medical emergency and necessitates immediate diagnosis and treatment to prevent the progression to severe sepsis, septic shock, and potentially mortality. Aim This study aims to study the diagnostic significance of conventional and new markers, interleukin-10 (IL-10), in predicting the severity of sepsis. Methodology A prospective observational study was conducted in the department of surgery in a tertiary care hospital in Pune, India. The study included 100 patients diagnosed with a quick Sequential Organ Failure Assessment (qSOFA) score of ≥2. Serum C-reactive protein (CRP), procalcitonin (PCT), and interleukin-10 (IL-10) levels were measured. Receiver operating characteristic (ROC) curves were plotted to assess the diagnostic performance of these biomarkers. Results The mean serum CRP level on day 7 was significantly higher than the baseline, day 1, and day 3 groups (p=0.0001). On analysis by repeated measure, the ANOVA test revealed that the mean CRP levels on day 7 were significantly higher. The mean PCT levels on day 7, day 3, and day 1 groups were significantly lower than those on day 1, day 2, and day 2, respectively (p=0.0001). The mean p-value of 3.3 g/L CRP was significantly lower on day 1 than that on day 3. IL-10 levels showed a significant upward trend, rising from 5.21 pg/mL at baseline to 7.57 pg/mL by day 7, with a p-value of <0.0001. Our cohort population showed elevated IL-10 values on the day of admission in a total of 15 patients. In our study, we observed that 11 patients with elevated IL-10 levels progressed toward multiple organ dysfunction syndrome (MODS) and four mortalities. IL-10 is a crucial marker for identifying patients with worsening surgical sepsis. Conclusion IL-10, CRP, and PCT have potential as prognostic markers in assessing and predicting disease severity. The dynamic changes in these biomarkers correlate strongly with clinical outcomes, suggesting their role in guiding treatment decisions.
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Affiliation(s)
- Vaishnavi Reddy
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Mahendra Wante
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Dakshayani S Nirhale
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Pragna Puvvada
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Romi H Gaudani
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
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Sheikh F, Chechulina V, Garber G, Hendrick K, Kissoon N, Proulx L, Russell K, Fox-Robichaud AE, Schwartz L, Barrett KA. Reducing the burden of preventable deaths from sepsis in Canada: A need for a national sepsis action plan. Healthc Manage Forum 2024; 37:366-370. [PMID: 38597370 PMCID: PMC11348619 DOI: 10.1177/08404704241240956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/11/2024]
Abstract
Sepsis is a global health threat with significant morbidity and mortality. Despite clinical practice guidelines and developed health systems, sepsis is often unrecognized or misdiagnosed, leading to preventable harm. In Canada, sepsis is responsible for 1 in 20 deaths and is a significant driver of health system costs. Despite being a signatory to the World Health Organization's Resolution WHA 70.7, adopted in 2017, Canada has not lived up to its commitment. Many existing sepsis policies were developed in response to a specific tragedy, and there is no national sepsis action plan. In this article, we describe the burden of sepsis, provide examples of existing, context-specific, reactionary sepsis policies, and urge a coordinated, proactive Canadian sepsis action plan to reduce the burden of sepsis.
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Affiliation(s)
| | | | - Gary Garber
- Canadian Medical Protective Association, Ottawa, Ontario, Canada
- University of Ottawa, Ottawa, Ontario, Canada
| | - Kathryn Hendrick
- Sepsis Canada Patient Advisory Council, Hamilton, Ontario, Canada
| | - Niranjan Kissoon
- BC Children’s Hospital, Vancouver, British Columbia, Canada
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Laurie Proulx
- Sepsis Canada Patient Advisory Council, Hamilton, Ontario, Canada
- Canadian Arthritis Patient Alliance, Ottawa, Ontario, Canada
| | - Kristine Russell
- Sepsis Canada Patient Advisory Council, Hamilton, Ontario, Canada
- University of Calgary, Calgary, Alberta, Canada
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Kelso MR, Jaros M. Improving Wound Healing and Infection Control in Long-term Care with Bacterial Fluorescence Imaging. Adv Skin Wound Care 2024; 37:471-479. [PMID: 39023985 DOI: 10.1097/asw.0000000000000177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
BACKGROUND High bacterial burden stalls wound healing and can quickly progress to infection and sepsis in complex, older-adult patients in long-term care (LTC) or skilled nursing facilities (SNFs). OBJECTIVE To investigate the outcomes of point-of-care fluorescence (FL) imaging (MolecuLight i:X) of bacterial loads, which are frequently asymptomatic, to inform customized wound treatment plans for patients in LTC/SNFs. METHODS In this retrospective pre/postinterventional cohort study, the authors compared the healing and infection-associated outcomes of 167 pressure injuries from 100 Medicare beneficiaries before and after implementation of FL imaging. RESULTS Most patient demographics and wound characteristics did not differ significantly between the standard-of-care (SOC; n = 71 wounds) and FL (n = 96 wounds) cohorts. Significantly more wounds (+71.0%) healed by 12 weeks in the FL cohort (38.5%) versus the SoC cohort (22.5%). Wounds in the FL cohort also healed 27.7% faster (-4.8 weeks), on average, and were 1.4 times more likely to heal per Kaplan-Meier survival analysis (hazard ratio = 1.40; 95% CI, 0.90-2.12). Infection-related complications decreased by 75.3% in the FL cohort, and a significant shift from largely systemic to topical antibiotic prescribing was evidenced. CONCLUSIONS Fluorescence-imaging-guided management of wounds significantly improved healing and infection outcomes in highly complex and multimorbid patients in LTC/SNFs. Proactive bacterial infection management via local treatments was enabled by earlier, objective detection. These reported outcome improvements are comparable to randomized controlled trials and cohort studies from less compromised, selectively controlled outpatient populations. Fluorescence imaging supports proactive monitoring and management of planktonic and biofilm-encased bacteria, improving patient care in a complex, real-world setting.
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Affiliation(s)
- Martha R Kelso
- Martha R. Kelso, RN, CWHS, HBOT, is Founder and Chief Executive Officer, Wound Care Plus LLC, Blue Springs, Missouri, USA. Mark Jaros, PhD, is Senior Vice President, Summit Analytical, Denver, Colorado, USA
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Nates JL, Pène F, Darmon M, Mokart D, Castro P, David S, Povoa P, Russell L, Nielsen ND, Gorecki GP, Gradel KO, Azoulay E, Bauer PR. Septic shock in the immunocompromised cancer patient: a narrative review. Crit Care 2024; 28:285. [PMID: 39215292 PMCID: PMC11363658 DOI: 10.1186/s13054-024-05073-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Accepted: 08/20/2024] [Indexed: 09/04/2024] Open
Abstract
Immunosuppressed patients, particularly those with cancer, represent a momentous and increasing portion of the population, especially as cancer incidence rises with population growth and aging. These patients are at a heightened risk of developing severe infections, including sepsis and septic shock, due to multiple immunologic defects such as neutropenia, lymphopenia, and T and B-cell impairment. The diverse and complex nature of these immunologic profiles, compounded by the concomitant use of immunosuppressive therapies (e.g., corticosteroids, cytotoxic drugs, and immunotherapy), superimposed by the breakage of natural protective barriers (e.g., mucosal damage, chronic indwelling catheters, and alterations of anatomical structures), increases the risk of various infections. These and other conditions that mimic sepsis pose substantial diagnostic and therapeutic challenges. Factors that elevate the risk of progression to septic shock in these patients include advanced age, pre-existing comorbidities, frailty, type of cancer, the severity of immunosuppression, hypoalbuminemia, hypophosphatemia, Gram-negative bacteremia, and type and timing of responses to initial treatment. The management of vulnerable cancer patients with sepsis or septic shock varies due to biased clinical practices that may result in delayed access to intensive care and worse outcomes. While septic shock is typically associated with poor outcomes in patients with malignancies, survival has significantly improved over time. Therefore, understanding and addressing the unique needs of cancer patients through a new paradigm, which includes the integration of innovative technologies into our healthcare system (e.g., wireless technologies, medical informatics, precision medicine), targeted management strategies, and robust clinical practices, including early identification and diagnosis, coupled with prompt admission to high-level care facilities that promote a multidisciplinary approach, is crucial for improving their prognosis and overall survival rates.
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Affiliation(s)
- Joseph L Nates
- Department of Critical Care Medicine, Division of Anesthesiology, Critical Care, and Pain Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Frédéric Pène
- Médecine Intensive et Réanimation, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Université Paris Cité, Paris, France
| | - Michael Darmon
- Médecine Intensive et Réanimation, Assistance Publique-Hôpitaux de Paris, Saint-Louis Hospital and Paris University, Paris, France
| | - Djamel Mokart
- Critical Care Department, Institut Paoli Calmettes, Marseille, France
| | - Pedro Castro
- Medical Intensive Care Unit, Hospital Clinic of Barcelona, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Sascha David
- Institute of Intensive Care Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Pedro Povoa
- Intensive Care Unit 4, Dept of Intensive Care, Hospital de São Francisco Xavier, ULSLO, Lisbon, Portugal
- NOVA Medical School, NOVA University of Lisbon, Lisbon, Portugal
- Center for Clinical Epidemiology and Research Unit of Clinical Epidemiology, Odense University Hospital, Odense, Denmark
| | - Lene Russell
- Dept. of Intensive Care Medicine, Copenhagen University Hospital Gentofte, Hellerup, Denmark
- Dept of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Nathan D Nielsen
- University of New Mexico Hospital, Lomas Ave, Albuquerque, NM, USA
| | | | - Kim O Gradel
- Center for Clinical Epidemiology and Research Unit of Clinical Epidemiology, Odense University Hospital, Odense, Denmark
| | - Elie Azoulay
- Médecine Intensive et Réanimation, Assistance Publique-Hôpitaux de Paris, Saint-Louis Hospital and Paris University, Paris, France
| | - Philippe R Bauer
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic College of Medicine and Science, 200 First Street S.W., Rochester, MN, 55905, USA.
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Jin YY, Liang YP, Wei ZY, Sui WJ, Chen JH. Hippocampal adenosine-to-inosine RNA editing in sepsis: dynamic changes and influencing factors. Brain Commun 2024; 6:fcae260. [PMID: 39135964 PMCID: PMC11317967 DOI: 10.1093/braincomms/fcae260] [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: 12/10/2023] [Revised: 06/05/2024] [Accepted: 08/07/2024] [Indexed: 08/15/2024] Open
Abstract
Sepsis-associated encephalopathy is a diffuse brain dysfunction secondary to infection. It has been established that factors such as age and sex can significantly contribute to the development of sepsis-associated encephalopathy. Our recent study implicated a possible link between adenosine-to-inosine RNA editing and sepsis-associated encephalopathy, yet the dynamics of adenosine-to-inosine RNA editing during sepsis-associated encephalopathy and how it could be influenced by factors such as age, sex and antidepressants remain uninvestigated. Our current study analysed and validated transcriptome-wide changes in adenosine-to-inosine RNA editing in the hippocampus of different septic mouse models. Seventy-four sites in 64 genes showed significant differential RNA editing over time in septic mice induced by caecal ligation and perforation. The differential RNA editing might contribute to the RNA expression regulation of the edited genes, with 42.2% differentially expressed. These differentially edited genes, especially those with missense editing, such as glutamate receptor, ionotropic, kainate 2 (Grik2, p.M620V), filamin A (Flna, p.S2331G) and capicua transcriptional repressor (Cic, p.E2270G), were mainly involved in abnormal social behaviour and neurodevelopmental and psychiatric disorders. Significant effects of age and sex were also observed on sepsis-associated RNA editing. Further comparison highlighted 40 common differential RNA editing sites that caecal ligation and perforation-induced and lipopolysaccharide-induced septic mouse models shared. Interestingly, these findings demonstrate temporal dynamics of adenosine-to-inosine RNA editing in the mouse hippocampus during sepsis, add to the understanding of age and sex differences in the disease and underscore the role of the epigenetic process in sepsis-associated encephalopathy.
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Affiliation(s)
- Yun-Yun Jin
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
- Joint Primate Research Center for Chronic Diseases, Jiangnan University and Institute of Zoology, Guangdong Academy of Sciences, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
- Jiangnan University Brain Institute, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Ya-Ping Liang
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
- Joint Primate Research Center for Chronic Diseases, Jiangnan University and Institute of Zoology, Guangdong Academy of Sciences, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
- Jiangnan University Brain Institute, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Zhi-Yuan Wei
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
- Joint Primate Research Center for Chronic Diseases, Jiangnan University and Institute of Zoology, Guangdong Academy of Sciences, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
- Jiangnan University Brain Institute, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Wei-Jia Sui
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
- Joint Primate Research Center for Chronic Diseases, Jiangnan University and Institute of Zoology, Guangdong Academy of Sciences, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
- Jiangnan University Brain Institute, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Jian-Huan Chen
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
- Joint Primate Research Center for Chronic Diseases, Jiangnan University and Institute of Zoology, Guangdong Academy of Sciences, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
- Jiangnan University Brain Institute, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
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11
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Irani Shemirani M. Transcriptional markers classifying Escherichia coli and Staphylococcus aureus induced sepsis in adults: A data-driven approach. PLoS One 2024; 19:e0305920. [PMID: 38968271 PMCID: PMC11226107 DOI: 10.1371/journal.pone.0305920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Accepted: 06/06/2024] [Indexed: 07/07/2024] Open
Abstract
Sepsis is a life-threatening condition mainly caused by gram-negative and gram-positive bacteria. Understanding the type of causative agent in the early stages is essential for precise antibiotic therapy. This study sought to identify a host gene set capable of distinguishing between sepsis induced by gram-negative bacteria; Escherichia coli and gram-positive bacteria; Staphylococcus aureus in community-onset adult patients. In the present study, microarray expression information was used to apply the Least Absolute Shrinkage and Selection Operator (Lasso) technique to select the predictive gene set for classifying sepsis induced by E. coli or S. aureus pathogens. We identified 25 predictive genes, including LILRA5 and TNFAIP6, which had previously been associated with sepsis in other research. Using these genes, we trained a logistic regression classifier to distinguish whether a sample contains an E. coli or S. aureus infection or belongs to a healthy control group, and subsequently assessed its performance. The classifier achieved an Area Under the Curve (AUC) of 0.96 for E. coli and 0.98 for S. aureus-induced sepsis, and perfect discrimination (AUC of 1) for healthy controls from the other conditions in a 10-fold cross-validation. The genes demonstrated an AUC of 0.75 in distinguishing between sepsis patients with E. coli and S. aureus pathogens. These findings were further confirmed in two distinct independent validation datasets which gave high prediction AUC ranging from 0.72-0.87 and 0.62 in distinguishing three groups of participants and two groups of patients respectively. These genes were significantly enriched in the immune system, cytokine signaling in immune system, innate immune system, and interferon signaling. Transcriptional patterns in blood can differentiate patients with E. coli-induced sepsis from those with S. aureus-induced sepsis. These diagnostic markers, upon validation in larger trials, may serve as a foundation for a reliable differential diagnostics assay.
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Affiliation(s)
- Mahnaz Irani Shemirani
- Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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12
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Sanguanwit P, Yuksen C, Khorana J, Sutham K, Phootothum Y, Damdin S. Development of a Clinical Score for Predicting 28-Day Mortality in Geriatric Sepsis Patients; a Cohort study. ARCHIVES OF ACADEMIC EMERGENCY MEDICINE 2024; 12:e56. [PMID: 39290759 PMCID: PMC11407540 DOI: 10.22037/aaem.v12i1.2269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Abstract
Introduction Sepsis is a significant and common cause of death and burden among critically ill patients, which has increasing incidence and mortality in adults over 60 and advanced age. This study aimed to develop an easy-to-use clinical tool for assessing 28-day mortality risk in older sepsis patients upon their initial assessment in the emergency department (ED). Method A retrospective cohort study was conducted using electronic medical records of older (≥60 years) ED patients with suspected sepsis from August 1, 2018, to December 31, 2018. A new prediction score was formulated based on the logistic coefficients of clinical predictors through multivariable regression analyses. Then, the score's screening performance was evaluated and compared to existing scoring systems; Systemic Inflammatory Response Syndrome (SIRS), quick Sequential Organ Failure Assessment (qSOFA), National early warning score (NEWS), and The Ramathibodi early warning score (REWS); using receiver operating characteristic curve analysis (AuROC). Result The study included 599 patients with the mean age of 77.13 (range: 60-101) years (56.43% male) and an overall 28-day mortality rate of 7.01%. The newly developed prediction score had seven independent predictors of 28-day mortality: malignancy, dependent status, heart rate, respiratory rate, oxygen saturation, consciousness, and lactate, which demonstrated excellent discriminative ability (AuROC: 0.87, 95% confidence interval (CI): 0.82 - 0.92), significantly outperforming SIRS (AuROC: 0.62), qSOFA (AuROC: 0.72), NEWS (AuROC: 0.74), and REWS (AuROC: 0.71), all with p-values <0.01. The score allowed risk stratification into low-risk (positive likelihood ratio (LR+): 0.37, 95% CI: 0.24 - 0.58) and high-risk (LR+: 4.14, 95% CI: 3.14 - 5.44) groups with sensitivity of 69.0% and specificity of 83.3% at a cut-off point of 6. Conclusion The novel prediction score demonstrates a remarkable ability to predict 28-day mortality risk in older sepsis patients during their initial ED assessment, offering potential for improved risk stratification and treatment guidance in older patients.
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Affiliation(s)
- Pitsucha Sanguanwit
- Department of Emergency Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400, Thailand
| | - Chaiyaporn Yuksen
- Department of Emergency Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400, Thailand
| | - Jiraporn Khorana
- Division of Pediatric Surgery, Department of Surgery, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
- Center of Clinical Epidemiology and Clinical Statistic, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
- Clinical Surgical Research Center, Department of Surgery, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Krongkarn Sutham
- Department of Emergency Medicine, Faculty of Medicine Chiangmai University, Chiangmai, 50200, Thailand
| | - Yuranun Phootothum
- Department of Emergency Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400, Thailand
| | - Siriporn Damdin
- Department of Emergency Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400, Thailand
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13
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Vella R, Jones P, Keijzers G. Hemodynamic Resuscitation Characteristics of Emergency Department Patients with Sepsis and Hypotension who are and are not Admitted to ICU; a Prospective Cross-sectional Study. ARCHIVES OF ACADEMIC EMERGENCY MEDICINE 2024; 12:e53. [PMID: 39290770 PMCID: PMC11407533 DOI: 10.22037/aaem.v12i1.2337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Abstract
Introduction There is an evidence-practice gap in the optimal timing and volume of intravenous fluid as well as vasopressor administration in managing patients with sepsis. This study aimed to explore current hemodynamic resuscitation practice in emergency department (ED) for patients with sepsis and hypotension. Methods This is a sub-analysis of the prospective multicentre ARISE FLUIDS observational study, which was conducted in 70 EDs across Australia and New Zealand. Baseline characteristics, as well as ED management and outcome of sepsis patients were compared between patients who were and were not admitted to intensive care unit (ICU) or high dependency unit (HDU). Results A total of 587 patients with a median age of 65 years and even sex distribution (49% female) were available for analysis. Almost two-thirds of patients with sepsis (63.2%, n=371) were not admitted to ICU/HDU and were given lower intravenous (IV) fluid volumes over 24-hours, compared to those receiving critical care (4077ml vs. 5421ml, p<0.001). Patients not admitted to an ICU/HDU had a lower Acute Physiology And Chronic Health Evaluation (APACHE) II score (median 14 vs. 18, P<0.001) and serum lactate level (1.8 vs. 2.8 mmol/L, P<0.001) compared to those admitted to ICU/HDU and 5.9% received a vasopressor infusion in the first 24-hours. Females, patients aged <65 years, and those with urosepsis or sepsis of non-respiratory origin received a greater volume of IV fluids. Conclusion Almost two-thirds of patients were not admitted to ICU/HDU. In patients not admitted to ICU/HDU, 1 in 17 received a vasopressor infusion during their ED or early hospital stay. Patients not admitted to ICU/HDU received less fluid in the first 24 hours than those who were. Greater resuscitation fluid volumes were independently associated with female sex, age <65 years, higher lactate levels, and urinary or non-respiratory source of sepsis.
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Affiliation(s)
- Rebecca Vella
- Gold Cost University Hospital, Gold Coast, QLD, Australia
| | - Philip Jones
- Gold Cost University Hospital, Gold Coast, QLD, Australia
- Department of Emergency Medicine, Logan Hospital, QLD, Australia
| | - Gerben Keijzers
- Department of Emergency Medicine, Gold Coast University Hospital, Gold Coast, QLD, Australia
- School of Medicine, Bond University, Gold Coast, QLD, Australia
- School of Medicine, Griffith University, Gold Coast, QLD, Australia
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14
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Atre R, Sharma R, Obukhov AG, Saqib U, Umar S, Darwhekar GN, Baig MS. An improved mouse model of sepsis based on intraperitoneal injections of the enriched culture of cecum slurry. Life Sci 2024; 345:122584. [PMID: 38527668 DOI: 10.1016/j.lfs.2024.122584] [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: 12/08/2023] [Revised: 02/07/2024] [Accepted: 03/18/2024] [Indexed: 03/27/2024]
Abstract
AIM Sepsis is a life-threatening clinical syndrome comprising multiorgan dysfunctions caused by a disproportionate body immune response. There are several animal sepsis models which are based on cecum ligation, cecal puncture, and cecum slurry injection. The major limitation of all current sepsis models is the high variability owing to the variable degree of ligation, puncture and inconsistent microbial composition used for sepsis initiation. The primary objective of this work is to demonstrate the feasibility of a standardized method for sepsis development. MATERIALS AND METHODS The cecal slurry bacterial culture was developed and preserved in glycerol stocks. Antibiotics aztreonam and vancomycin were used for generating several defined, enriched cecal slurry bacterial cultures. Mice survival was assessed until 48 hrs post injection, and the tissue samples were collected after 10 hrs from sepsis initiation. KEY FINDINGS The results indicate that increasing polymicrobial load resulted in lower survival rates and was associated with the higher number of infiltrating immune cells and necrosis. H&E (haematoxylin & eosin) staining & serum markers revealed that septic mice exhibited increased inflammation and significant damage to the liver and kidneys. The defined Gram-negative and Gram-positive specific cecal slurry bacterial cultures were developed and their efficiency in inducing sepsis was characterized. SIGNIFICANCE Enriched cecal slurry bacterial cultures can be stored in glycerol stocks at -80 °C. This has an ethical advantage of avoiding unnecessary animal euthanasia for each experiment and provides a standardization capability of sepsis development.
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Affiliation(s)
- Rajat Atre
- Department of Biosciences and Biomedical Engineering (BSBE), Indian Institute of Technology Indore (IITI), Indore, MP 453552, India
| | - Rahul Sharma
- Department of Biosciences and Biomedical Engineering (BSBE), Indian Institute of Technology Indore (IITI), Indore, MP 453552, India
| | - Alexander G Obukhov
- Department of Anatomy, Cell Biology & Physiology, Indiana University School of Medicine, Indianapolis, IN 46202, USA; Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Uzma Saqib
- School of Life Sciences, Devi Ahilya Vishwavidyalaya, Vigyan Bhawan, Indore, MP 452 001, India
| | - Sadiq Umar
- Department of Oral Biology, College of Dentistry, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Gajanan N Darwhekar
- Acropolis Institute of Pharmaceutical Education and Research (AIPER), Indore, MP 453771, India
| | - Mirza S Baig
- Department of Biosciences and Biomedical Engineering (BSBE), Indian Institute of Technology Indore (IITI), Indore, MP 453552, India.
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15
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Kumar NR, Balraj TA, Shivashankar KK, Jayaram TC, Prashant A. Inflammaging in Multidrug-Resistant Sepsis of Geriatric ICU Patients and Healthcare Challenges. Geriatrics (Basel) 2024; 9:45. [PMID: 38667512 PMCID: PMC11049875 DOI: 10.3390/geriatrics9020045] [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: 01/19/2024] [Revised: 03/08/2024] [Accepted: 04/02/2024] [Indexed: 04/28/2024] Open
Abstract
Multidrug-resistant sepsis (MDR) is a pressing concern in intensive care unit (ICU) settings, specifically among geriatric patients who experience age-related immune system changes and comorbidities. The aim of this review is to explore the clinical impact of MDR sepsis in geriatric ICU patients and shed light on healthcare challenges associated with its management. We conducted a comprehensive literature search using the National Center for Biotechnology Information (NCBI) and Google Scholar search engines. Our search incorporated keywords such as "multidrug-resistant sepsis" OR "MDR sepsis", "geriatric ICU patients" OR "elderly ICU patients", and "complications", "healthcare burdens", "diagnostic challenges", and "healthcare challenges" associated with MDR sepsis in "ICU patients" and "geriatric/elderly ICU patients". This review explores the specific risk factors contributing to MDR sepsis, the complexities of diagnostic challenges, and the healthcare burden faced by elderly ICU patients. Notably, the elderly population bears a higher burden of MDR sepsis (57.5%), influenced by various factors, including comorbidities, immunosuppression, age-related immune changes, and resource-limited ICU settings. Furthermore, sepsis imposes a significant economic burden on healthcare systems, with annual costs exceeding $27 billion in the USA. These findings underscore the urgency of addressing MDR sepsis in geriatric ICU patients and the need for tailored interventions to improve outcomes and reduce healthcare costs.
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Affiliation(s)
- Nishitha R. Kumar
- Department of Biochemistry, JSS Medical College and Hospital, JSS Academy of Higher Education & Research, Mysuru 570015, India; (N.R.K.); (K.K.S.)
| | - Tejashree A. Balraj
- Department of Microbiology, JSS Medical College and Hospital, JSS Academy of Higher Education & Research, Mysuru 570015, India;
| | - Kusuma K. Shivashankar
- Department of Biochemistry, JSS Medical College and Hospital, JSS Academy of Higher Education & Research, Mysuru 570015, India; (N.R.K.); (K.K.S.)
| | - Tejaswini C. Jayaram
- Department of Geriatrics, JSS Medical College and Hospital, JSS Academy of Higher Education & Research, Mysuru 570015, India;
| | - Akila Prashant
- Department of Biochemistry, JSS Medical College and Hospital, JSS Academy of Higher Education & Research, Mysuru 570015, India; (N.R.K.); (K.K.S.)
- Department of Medical Genetics, JSS Medical College and Hospital, JSS Academy of Higher Education & Research, Mysuru 570015, India
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16
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Sharma N, Chen A, Heinen L, Liu R, Dwivedi DJ, Zhou J, Lalu MM, Mendelson AA, McDonald B, Kretz CA, Fox-Robichaud AE, Liaw PC. Impact of age on the host response to sepsis in a murine model of fecal-induced peritonitis. Intensive Care Med Exp 2024; 12:28. [PMID: 38457063 PMCID: PMC10923763 DOI: 10.1186/s40635-024-00609-8] [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: 12/15/2023] [Accepted: 02/23/2024] [Indexed: 03/09/2024] Open
Abstract
INTRODUCTION Despite older adults being more vulnerable to sepsis, most preclinical research on sepsis has been conducted using young animals. This results in decreased scientific validity since age is an independent predictor of poor outcome. In this study, we explored the impact of aging on the host response to sepsis using the fecal-induced peritonitis (FIP) model developed by the National Preclinical Sepsis Platform (NPSP). METHODS C57BL/6 mice (3 or 12 months old) were injected intraperitoneally with rat fecal slurry (0.75 mg/g) or a control vehicle. To investigate the early stage of sepsis, mice were culled at 4 h, 8 h, or 12 h to investigate disease severity, immunothrombosis biomarkers, and organ injury. Mice received buprenorphine at 4 h post-FIP. A separate cohort of FIP mice were studied for 72 h (with buprenorphine given at 4 h, 12 h, and then every 12 h post-FIP and antibiotics/fluids starting at 12 h post-FIP). Organs were harvested, plasma levels of Interleukin (IL)-6, IL-10, monocyte chemoattract protein (MCP-1)/CCL2, thrombin-antithrombin (TAT) complexes, cell-free DNA (CFDNA), and ADAMTS13 activity were quantified, and bacterial loads were measured. RESULTS In the 12 h time course study, aged FIP mice demonstrated increased inflammation and injury to the lungs compared to young FIP mice. In the 72 h study, aged FIP mice exhibited a higher mortality rate (89%) compared to young FIP mice (42%) (p < 0.001). Aged FIP non-survivors also exhibited a trend towards elevated IL-6, TAT, CFDNA, CCL2, and decreased IL-10, and impaired bacterial clearance compared to young FIP non-survivors. CONCLUSION To our knowledge, this is the first study to investigate the impact of age on survival using the FIP model of sepsis. Our model includes clinically-relevant supportive therapies and inclusion of both sexes. The higher mortality rate in aged mice may reflect increased inflammation and worsened organ injury in the early stage of sepsis. We also observed trends in impaired bacterial clearance, increase in IL-6, TAT, CFDNA, CCL2, and decreased IL-10 and ADAMTS13 activity in aged septic non-survivors compared to young septic non-survivors. Our aging model may help to increase the scientific validity of preclinical research and may be useful for identifying mechanisms of age-related susceptibility to sepsis as well as age-specific treatment strategies.
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Affiliation(s)
- Neha Sharma
- Thrombosis and Atherosclerosis Research Institute (TaARI), 237 Barton St E., Room C5-107, Hamilton, ON, L8L 2X2, Canada
- Department of Medical Sciences, McMaster University, Hamilton, ON, Canada
| | - Alex Chen
- McMaster University, Hamilton, ON, Canada
| | | | - Ruth Liu
- McMaster University, Hamilton, ON, Canada
| | - Dhruva J Dwivedi
- Thrombosis and Atherosclerosis Research Institute (TaARI), 237 Barton St E., Room C5-107, Hamilton, ON, L8L 2X2, Canada
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Ji Zhou
- Thrombosis and Atherosclerosis Research Institute (TaARI), 237 Barton St E., Room C5-107, Hamilton, ON, L8L 2X2, Canada
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Manoj M Lalu
- Regenerative Medicine Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Clinical Epidemiology Program, Blueprint Translational Group, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Department of Anesthesiology and Pain Medicine, Department of Cellular and Molecular Medicine, The Ottawa Hospital, Ottawa, ON, Canada
| | - Asher A Mendelson
- Section of Critical Care Medicine, Department of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Braedon McDonald
- Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Critical Care Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Colin A Kretz
- Thrombosis and Atherosclerosis Research Institute (TaARI), 237 Barton St E., Room C5-107, Hamilton, ON, L8L 2X2, Canada
- Department of Medical Sciences, McMaster University, Hamilton, ON, Canada
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Alison E Fox-Robichaud
- Thrombosis and Atherosclerosis Research Institute (TaARI), 237 Barton St E., Room C5-107, Hamilton, ON, L8L 2X2, Canada
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Patricia C Liaw
- Thrombosis and Atherosclerosis Research Institute (TaARI), 237 Barton St E., Room C5-107, Hamilton, ON, L8L 2X2, Canada.
- Department of Medicine, McMaster University, Hamilton, ON, Canada.
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Doua J, Ekkelenkamp M, Verheij T, Go O, Ruhmel S, Leathers K, Spiessens B, van Rooij S, Fowler VG, Geurtsen J, Dolor R, Sarnecki M, Chatterjee R, Poolman J, Bonten M. Feasibility of tracking invasive Escherichia coli disease among older adults in a community setting: A prospective observational study. Eur J Clin Microbiol Infect Dis 2024; 43:541-550. [PMID: 38236365 PMCID: PMC10917840 DOI: 10.1007/s10096-023-04738-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 12/11/2023] [Indexed: 01/19/2024]
Abstract
PURPOSE Invasive Escherichia coli disease (IED) encompasses a diverse range of sterile site infections. This study evaluated the feasibility of capturing IED among community-dwelling older adults to inform the implementation of a phase 3 efficacy trial of a novel vaccine against IED (NCT04899336). METHODS EXPECT-1 (NCT04087681) was a prospective, multinational, observational study conducted in medically stable participants aged ≥ 60 years. At least 50% of participants were selected based on a history of urinary tract infection (UTI) in the previous 10 years. The main outcomes were the incidence of IED and the number of hospitalisations reported by the site vs participant. The length of follow-up was 12 months. In a US-based substudy, a smartphone-based geofencing was evaluated to track hospital entries. RESULTS In total, 4470 participants were enrolled (median age, 70.0 years); 59.5% (2657/4469) of participants had a history of UTI in the previous 10 years. Four IED events were captured through deployment of different tracking methods: a self-report, a general practitioner (GP) report, and a follow-up call. The incidence rate of IED was 98.6 events per 100,000 person-years. The number of reported hospitalisations was 2529/4470 (56.6%) by the site and 2177/4470 (48.7%) by participants; 13.8% of hospitalisations would have been missed if utilising only site reports. Geofencing detected 72 hospital entries. CONCLUSION Deployment of multiple tracking methods can optimise detection of IED among community-dwelling older adults. Older adults with a history of UTI could be feasibly targeted for a phase 3 vaccine efficacy trial through a network of GPs.
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Affiliation(s)
| | - Miquel Ekkelenkamp
- Department of Medical Microbiology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Theo Verheij
- Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht University, Utrecht, the Netherlands
| | - Oscar Go
- Janssen Research & Development, Raritan, NJ, USA
| | | | | | | | - Sanne van Rooij
- Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht University, Utrecht, the Netherlands
| | - Vance G Fowler
- Department of Medicine, Duke University Medical Center Durham, Durham, NC, USA
- Duke Clinical Research Institute, Durham, NC, USA
| | - Jeroen Geurtsen
- Bacterial Vaccines Discovery and Early Development, Janssen Vaccines & Prevention B.V, Leiden, the Netherlands
| | - Rowena Dolor
- Duke University School of Medicine, Durham, NC, USA
| | - Michal Sarnecki
- Janssen Vaccines, Branch of Cilag GmbH International, Bern, Switzerland.
- IQVIA, Research Triangle Park, Durham, NC, USA.
| | | | - Jan Poolman
- Bacterial Vaccines Discovery and Early Development, Janssen Vaccines & Prevention B.V, Leiden, the Netherlands
| | - Marc Bonten
- Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht University, Utrecht, the Netherlands
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18
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Shimoyama Y, Kadono N, Umegaki O. Presepsin is a more useful predictor of septic AKI and ARDS for very-old sepsis patients than for young sepsis patients in ICUs: a pilot study. BMC Res Notes 2024; 17:53. [PMID: 38378647 PMCID: PMC10877906 DOI: 10.1186/s13104-024-06719-6] [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: 08/19/2023] [Accepted: 02/14/2024] [Indexed: 02/22/2024] Open
Abstract
OBJECTIVE Sepsis is a syndrome of life-threatening organ dysfunction. This study aimed to determine whether presepsin is a useful predictor of septic acute kidney injury (AKI), acute respiratory distress syndrome (ARDS), disseminated intravascular coagulation (DIC), and shock in very-old sepsis patients aged 75 years in intensive care units (ICUs). RESULTS A total of 83 adult patients diagnosed with sepsis were prospectively examined and divided into two groups: those aged 75 years and older (over 75 group) and those aged younger than 75 years (under 75 group). Presepsin values were measured after ICU admission. Inflammation-based prognostic scores were also examined. For category classification, total scores ("inflammation-presepsin scores [iPS]") were calculated. Presepsin values, inflammation-based prognostic scores, and iPS were compared between patients with septic AKI, ARDS, DIC, or shock and those without these disorders in the over 75 and under 75 groups. Areas under the curve of presepsin for predicting septic AKI and ARDS in the over 75 group were both > 0.7, which were significantly higher than those in the under 75 group. In conclusion, presepsin is a more useful predictor of septic AKI and ARDS for very-old sepsis patients (over 75 years) than for younger sepsis patients (under 75 years).
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Affiliation(s)
- Yuichiro Shimoyama
- Department of Anesthesiology, Intensive Care Unit, Osaka Medical and Pharmaceutical University, Osaka Medical and Pharmaceutical University Hospital, 2-7 Daigaku-Machi, Takatsuki, Osaka, 569-8686, Japan.
| | - Noriko Kadono
- Department of Anesthesiology, Intensive Care Unit, Osaka Medical and Pharmaceutical University, Osaka Medical and Pharmaceutical University Hospital, 2-7 Daigaku-Machi, Takatsuki, Osaka, 569-8686, Japan
| | - Osamu Umegaki
- Department of Anesthesiology, Intensive Care Unit, Osaka Medical and Pharmaceutical University, Osaka Medical and Pharmaceutical University Hospital, 2-7 Daigaku-Machi, Takatsuki, Osaka, 569-8686, Japan
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Quang HV, Nhung LTK, Thuy PTT, Quyen PC, Huy LB, Dung HS. Blood-Stream Infections: Causative Agents, Antibiotic Resistance and Associated Factors in Older Patients. Mater Sociomed 2024; 36:82-89. [PMID: 38590604 PMCID: PMC10999148 DOI: 10.5455/msm.2024.36.82-89] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 02/25/2024] [Indexed: 04/10/2024] Open
Abstract
Background The rate of multi-drug antibiotic resistance in nosocomial bloodstream infections in elderly patients is increasing. This study examined the data for bloodstream infections to gain a better understanding of bacterial antibiotic resistance. Methods This was a retrospective study of 817 patients with the first positive blood culture between January 1, 2016 and December 31, 2019. Results Moyen's age was 77.4 ± 9.8 years, male (52.4%) and SOFA 5.0 ± 4. ESBL(+) rate was 78/817 (9.5%). ESBL(+) rate for Escherichia coli and Klebsiella pneumoniae was 69/141 (48.9%) and 9/52 (17.3%), respectively. The most common isolates were Escherichia coli (17.3%), Stenotrophomonas maltophilia (13.7%), and Staphylococcus species (23.1%). The rate of septic shock and mortality accounted for 22.3% and 28.9%, respectively. Escherichia coli is highly sensitive to carbapenem, and resistant (>50%) with quinolone and aminoside. Klebsiella pneumoniae and Pseudomonas aeruginosa were highly sensitive to carbapenem. Acinetobacter baumannii was resistant to meropenem (75%). Stenotrophomonas maltophilia was sensitive to quinolone (13.8 %), and highly resistant to remaining antibiotics. Methicillin-resistant Staphylococcus aureus had a low resistance rate for vancomycin, teicoplanin, and linezolid. Multivariate analysis showed that the significant factors associated with mortality were age >75; SOFA >7; respiratory infection; intensive care unit treatment and presentation with septic shock. Conclusion The mortality rate was still high, especially for antibiotic-resistant agents.
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Affiliation(s)
- Hoang-Van Quang
- Department of Internal Medicine, Medical Faculty, Nguyen Tat Thanh University, Ho Chi Minh City, Viet Nam
- ICU Department, Thong Nhat Hospital, Ho Chi Minh City, Viet Nam
| | - Le-Thi Kim Nhung
- Department of Internal Medicine, Medical Faculty, Nguyen Tat Thanh University, Ho Chi Minh City, Viet Nam
| | | | - Phan Chau Quyen
- ICU Department, Thong Nhat Hospital, Ho Chi Minh City, Viet Nam
| | - Le Bao Huy
- Department of Emergency Medicine, Thong Nhat Hospital, Ho Chi Minh City, Viet Nam
| | - Ho Si Dung
- ICU Department, Thong Nhat Hospital, Ho Chi Minh City, Viet Nam
- Department of Internal Medicine, Pham Ngoc Thach University of Medicine, Ho Chi Minh City, Viet Nam
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20
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Xu Y, Yang X, Qu C, Jia J. Clinical characteristics of severe fever with thrombocytopenia syndrome (SFTS) sepsis and non-SFTS sepsis. Mol Immunol 2023; 164:1-6. [PMID: 37866135 DOI: 10.1016/j.molimm.2023.10.006] [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: 07/02/2023] [Revised: 10/02/2023] [Accepted: 10/16/2023] [Indexed: 10/24/2023]
Abstract
Severe fever with thrombocytopenia syndrome (SFTS) is a new infectious disease caused by bunyavirus, and the critically cases conform to the definition of sepsis. In order to compare the differences between SFTS sepsis and non-SFTS sepsis, a retrospective analysis was performed. Thirty-seven SFTS sepsis and 96 non-SFTS sepsis patients were enrolled. The clinical characteristics, laboratory results were compared between the two groups and independent prognostic risk of mortality were investigated respectively. Compared with non-SFTS sepsis, SFTS cases had lower white blood cell, neutrophil and platelet counts, prolonged activated partial thromboplastin time and decreased fibrinogen, slightly elevated inflammatory indicators. Interleukin-6 (IL-6), and acute physiology and chronic health evaluation Ⅱ (APACHE II) score were independent prognostic risk factors in non-SFTS sepsis. The mortality risk of STFS sepsis was related to the viral clearance. There was no difference in viral load between SFTS survivors and non-survivors on admission. However, the differences were significant on 5th, 7th, 10th, and 14th day, and all SFTS non-survivors died within 14 days. Viral clearance rate on 7th day was an independent risk factor for mortality in SFTS sepsis. The mortality risk of STFS sepsis was related to the viral clearance rate.
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Affiliation(s)
- Ying Xu
- Department of Intensive Care Unit, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Xilan Yang
- General Practice Department, The Fourth Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Chen Qu
- Geriatric Medicine Department, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China.
| | - Jian Jia
- Nanjing University, Nanjing, China; General Practice Department, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
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21
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Sanguanwit P, Thudsaringkarnsakul W, Angkoontassaneeyarat C, Watcharakitpaisan S. Comparison of qSOFA, SIRS, NEWS and REWS Scores in Predicting Severity and 28-day Mortality of older Suspected Sepsis Cases; a Prognostic Accuracy Study. ARCHIVES OF ACADEMIC EMERGENCY MEDICINE 2023; 12:e3. [PMID: 38022717 PMCID: PMC10674067 DOI: 10.22037/aaem.v12i1.2148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Abstract
Introduction Various scores have been developed to predict sepsis mortality. This Study aimed to evaluate the accuracy of the quick Sequential Organ Failure Assessment (qSOFA), Systemic Inflammatory Response Syndrome (SIRS), National Early Warning Score (NEWS) and Ramathibodi Early Warning Score (REWS) for predicting severity and 28-day mortality of elderly suspected sepsis cases in emergency department (ED). Methods This prognostic accuracy study was performed using data obtained from patients aged ≥ 60 years with suspected sepsis who visited the Ramathibodi Hospital ED between May and December 2019. The accuracy of NEWS, SIRS, REWS, and qSOFA in predicting the studied outcomes were evaluated using the receiver operating characteristic (ROC) curve analysis. Results A total of 531 cases with the mean age of 77.6 ± 9.39 (range: 60-101) years were evaluated (45% male). The overall 28-day mortality was 11.6%. The area under ROC curve of qSOFA scores ≥2 showed moderate discrimination (0.66, 95% confidence interval [CI]: 0.59-0.73) in predicting mortality, which was significantly higher than SIRS ≥2 (ROC: 0.56, 95% CI: 0.50-0.63; p=0.04), NEWS ≥5 (ROC: 0.56, 95% CI: 0.50-0.63; p=0.01), and REWS ≥4 (ROC: 0.56, 95% CI: 0.50-0.63; p<0.01). Conclusions qSOFA score ≥2 was superior to SIRS ≥2, NEWS ≥5, and REWS ≥4 in predicting 28-day mortality and septic shock in elderly patients with suspected sepsis in the ED. However, the predictive performance of qSOFA ≥2 was only moderate (AUC<0.8). Therefore, to reduce mortality and improve outcomes, we suggest the use of qSOFA ≥2 combined with clinical or other early warning scores, or the development of new prediction scores for screening, triage, and prediction of mortality and of severity of sepsis in elderly patients with suspected sepsis in the ED.
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Affiliation(s)
- Pitsucha Sanguanwit
- Department of Emergency Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400, Thailand
| | - Warunchana Thudsaringkarnsakul
- Department of Emergency Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400, Thailand
| | | | - Sorawich Watcharakitpaisan
- Department of Emergency Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400, Thailand
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22
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Liu F, Liu Z. Association between ferritin to albumin ratio and 28-day mortality in patients with sepsis: a retrospective cohort study. Eur J Med Res 2023; 28:414. [PMID: 37817258 PMCID: PMC10563292 DOI: 10.1186/s40001-023-01405-y] [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: 07/26/2023] [Accepted: 09/28/2023] [Indexed: 10/12/2023] Open
Abstract
OBJECTIVES The ratio of ferritin to albumin (FAR) has been proposed as a novel prognostic indicator for COVID-19. However, the role of FAR in predicting the all-cause mortality rate in patients with sepsis has not been evaluated. Therefore, the aim of this study is to elucidate the correlation between FAR and the 28-day all-cause mortality rate in patients with sepsis. METHODS This study used data from the Medical Information Mart for Intensive Care IV database (v2.0) for a retrospective cohort analysis. The study focused on adult patients with sepsis who were admitted to the intensive care unit. The primary objective was to assess the predictive capability of FAR in determining the 28-day all-cause mortality rate among patients with sepsis. RESULTS The study involved 1553 sepsis patients in total. Based on the survival status of sepsis patients within 28 days, they were divided into two groups: a survival group consisting of 973 patients, and a death group consisting of 580 patients. The results revealed a 28-day mortality rate of 37.35% among sepsis patients. The multivariable Cox regression analysis revealed that FAR was an independent predictor of the 28-day all-cause mortality rate in patients with sepsis (hazard ratio [HR]: 1.17-1.19; 95% confidence interval 1.11-1.26; P < 0.001). The FAR demonstrated a higher area under the curve (AUC) of 61.01% (95% confidence interval 58.07-63.96%), compared to serum ferritin (60.48%), serum albumin (55.56%), and SOFA score (56.97%). Receiver operating characteristic curve (ROC) analysis determined the optimal cutoff value for FAR as 364.2215. Kaplan-Meier analysis revealed a significant difference in the 28-day all-cause mortality rate between patients with FAR ≥ 364.2215 and those with FAR < 364.2215 (P < 0.001). Furthermore, subgroup analysis showed no significant interaction between FAR and each subgroup. CONCLUSIONS This study revealed a significant correlation between FAR and the 28-day mortality rate in patients with sepsis. Higher FAR values were strongly associated with increased mortality rates within 28 days.
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Affiliation(s)
- Feng Liu
- Ganzhou Maternal and Child Care Service Center, Ganzhou, Jiangxi, China
| | - Zhengting Liu
- Department of Clinical Laboratory, The Affiliated Ganzhou Hospital of Nanchang University, Ganzhou, Jiangxi, China.
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Verra C, Mohammad S, Alves GF, Porchietto E, Coldewey SM, Collino M, Thiemermann C. Baricitinib protects mice from sepsis-induced cardiac dysfunction and multiple-organ failure. Front Immunol 2023; 14:1223014. [PMID: 37781388 PMCID: PMC10536262 DOI: 10.3389/fimmu.2023.1223014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 08/07/2023] [Indexed: 10/03/2023] Open
Abstract
Sepsis is one of the major complications of surgery resulting in high morbidity and mortality, but there are no specific therapies for sepsis-induced organ dysfunction. Data obtained under Gene Expression Omnibus accession GSE131761 were re-analyzed and showed an increased gene expression of Janus Kinase 2 (JAK2) and Signal Transducer and Activator of Transcription 3 (STAT3) in the whole blood of post-operative septic patients. Based on these results, we hypothesized that JAK/STAT activation may contribute to the pathophysiology of septic shock and, hence, investigated the effects of baricitinib (JAK1/JAK2 inhibitor) on sepsis-induced cardiac dysfunction and multiple-organ failure (MOF). In a mouse model of post-trauma sepsis induced by midline laparotomy and cecal ligation and puncture (CLP), 10-week-old male (n=32) and female (n=32) C57BL/6 mice received baricitinib (1mg/kg; i.p.) or vehicle at 1h or 3h post-surgery. Cardiac function was assessed at 24h post-CLP by echocardiography in vivo, and the degree of MOF was analyzed by determination of biomarkers in the serum. The potential mechanism underlying both the cardiac dysfunction and the effect of baricitinib was analyzed by western blot analysis in the heart. Trauma and subsequent sepsis significantly depressed the cardiac function and induced multiple-organ failure, associated with an increase in the activation of JAK2/STAT3, NLRP3 inflammasome and NF- κβ pathways in the heart of both male and female animals. These pathways were inhibited by the administration of baricitinib post the onset of sepsis. Moreover, treatment with baricitinib at 1h or 3h post-CLP protected mice from sepsis-induced cardiac injury and multiple-organ failure. Thus, baricitinib may be repurposed for trauma-associated sepsis.
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Affiliation(s)
- Chiara Verra
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Shireen Mohammad
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | | | - Elisa Porchietto
- Pharmacology Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | - Sina Maren Coldewey
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
- Septomics Research Center, Jena University Hospital, Jena, Germany
| | - Massimo Collino
- Department of Neurosciences “Rita Levi Montalcini”, University of Turin, Turin, Italy
| | - Christoph Thiemermann
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
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24
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Gaieski DF, Tsukuda J, Maddox P, Li M. Are Patients With an International Classification of Diseases, 10th Edition Discharge Diagnosis Code for Sepsis Different in Regard to Demographics and Outcome Variables When Comparing Those With Sepsis Only to Those Also Diagnosed With COVID-19 or Those With a COVID-19 Diagnosis Alone? Crit Care Explor 2023; 5:e0964. [PMID: 37644976 PMCID: PMC10461943 DOI: 10.1097/cce.0000000000000964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/31/2023] Open
Abstract
OBJECTIVES We analyzed whether patients with the International Classification of Diseases, 10th Edition (ICD-10) discharge diagnosis code for sepsis are different in regard to demographics and outcome variables when comparing those with sepsis only to those also diagnosed with COVID-19 or those with a COVID-19 diagnosis alone. DESIGN Retrospective cohort study. SETTING Nine hospitals in an academic health system. PATIENTS Patients with a final ICD-10 discharge diagnostic code for sepsis only, a diagnosis of COVID-19-only, or a final sepsis ICD-10 discharge code + a diagnosis of COVID-19 admitted to the hospital were analyzed for demographic and outcome differences between the cohorts. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS A total of 11,395 patients met inclusion criteria: 6,945 patients (60.9%) were ICD-10 sepsis code only, 3,294 patients (28.9%) were COVID-19 diagnosis-only, and 1,153 patients (10.1%) were sepsis ICD-10 code + COVID-19 diagnosis. Comparing sepsis ICD-10 code + COVID-19 diagnosis patients to sepsis ICD-10 code only and COVID-19 diagnosis-only patients, the sepsis ICD-10 code + COVID-19 diagnosis patients were: older (69 [58-78] vs 67 [56-77] vs 64 [51-76] yr), less likely to be female (40.3% vs 46.7% vs 49.5%), more frequently admitted to the ICU (59.3% [684/1,153] vs 54.9% [1,810/3,297] vs 15% [1,042/6,945]), more frequently required ventilatory support (39.3% [453/1,153] vs 31.8% [1,049/3,297] vs 6.0% [417/6,945]), had longer median hospital length of stay (9 [5,16] vs 5 [3,8] vs 7. [4,13] d), and were more likely to die in the hospital (39.2% [452/1,153] vs 22.3% [735/3,297] vs 6.4% [444/6,945]). CONCLUSIONS During the COVID-19 pandemic the sickest cohort of patients was those receiving an explicit ICD-10 code of sepsis + a COVID-19 diagnosis. A significant percentage of COVID-19 diagnosis-only patients appear to have been under-coded as they received a level of critical care (ICU admission; intubation) suggestive of the presence of acute organ dysfunction during their admission.
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Affiliation(s)
- David F Gaieski
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA
- Department of Emergency Medicine, Thomas Jefferson University, Philadelphia, PA
| | - Jumpei Tsukuda
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA
- Department of Emergency Medicine and Critical Care, St. Marianna Hospital, Kawasaki, Japan
| | - Parker Maddox
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA
| | - Michael Li
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA
- Health Data Sciences, Thomas Jefferson University, Philadelphia, PA
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25
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Affiliation(s)
- Steve Goodacre
- School of Health and Related Research, University of Sheffield, Regent Court, Sheffield S1 4DA, UK
| | - Gordon Fuller
- Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
| | - Simon Conroy
- Central and North West London NHS Foundation Trust, London, UK
| | - Clint Hendrikse
- Division of Emergency Medicine, University of Cape Town, Cape Town, South Africa
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26
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Strickler EAT, Thomas J, Thomas JP, Benjamin B, Shamsuddin R. Exploring a global interpretation mechanism for deep learning networks when predicting sepsis. Sci Rep 2023; 13:3067. [PMID: 36810645 PMCID: PMC9945464 DOI: 10.1038/s41598-023-30091-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 02/15/2023] [Indexed: 02/24/2023] Open
Abstract
The purpose of this study is to identify additional clinical features for sepsis detection through the use of a novel mechanism for interpreting black-box machine learning models trained and to provide a suitable evaluation for the mechanism. We use the publicly available dataset from the 2019 PhysioNet Challenge. It has around 40,000 Intensive Care Unit (ICU) patients with 40 physiological variables. Using Long Short-Term Memory (LSTM) as the representative black-box machine learning model, we adapted the Multi-set Classifier to globally interpret the black-box model for concepts it learned about sepsis. To identify relevant features, the result is compared against: (i) features used by a computational sepsis expert, (ii) clinical features from clinical collaborators, (iii) academic features from literature, and (iv) significant features from statistical hypothesis testing. Random Forest was found to be the computational sepsis expert because it had high accuracies for solving both the detection and early detection, and a high degree of overlap with clinical and literature features. Using the proposed interpretation mechanism and the dataset, we identified 17 features that the LSTM used for sepsis classification, 11 of which overlaps with the top 20 features from the Random Forest model, 10 with academic features and 5 with clinical features. Clinical opinion suggests, 3 LSTM features have strong correlation with some clinical features that were not identified by the mechanism. We also found that age, chloride ion concentration, pH and oxygen saturation should be investigated further for connection with developing sepsis. Interpretation mechanisms can bolster the incorporation of state-of-the-art machine learning models into clinical decision support systems, and might help clinicians to address the issue of early sepsis detection. The promising results from this study warrants further investigation into creation of new and improvement of existing interpretation mechanisms for black-box models, and into clinical features that are currently not used in clinical assessment of sepsis.
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Affiliation(s)
- Ethan A T Strickler
- Physics and Mathematics, East Central University, PO Box 385, Ada, OK, 74820, USA
| | - Joshua Thomas
- Department of Internal Medicine, Rush University Medical Center, 1700 W Van Buren St, 5th Floor, Chicago, IL, 60612, USA
| | - Johnson P Thomas
- Oklahoma State University, 201 Math and Science Building, Stillwater, OK, 74078, USA
| | - Bruce Benjamin
- School of Biomedical Sciences, Center for Health Sciences, 1111 W. 17th st., Tulsa, OK, 74107, USA
| | - Rittika Shamsuddin
- Oklahoma State University, 212 Math and Science Building, Stillwater, OK, 74078, USA.
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Oncostatin M Receptor Type II Knockout Mitigates Inflammation and Improves Survival from Sepsis in Mice. Biomedicines 2023; 11:biomedicines11020483. [PMID: 36831019 PMCID: PMC9953488 DOI: 10.3390/biomedicines11020483] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 01/27/2023] [Accepted: 01/31/2023] [Indexed: 02/11/2023] Open
Abstract
Sepsis remains one of the leading causes of death worldwide. Oncostatin M (OSM), an interleukin (IL)-6 family cytokine, can be found at high levels in septic patients. However, little is known about its role in sepsis. This study aimed to determine if the genetic knockout of OSM receptor (OSMR) type II signaling would improve survival in a murine model of sepsis. Aged (>50 weeks) OSMR type II knockout (KO) mice and wild-type (WT) littermates received an intraperitoneal injection of fecal slurry (FS) or vehicle. The KO mice had better survival 48 h after the injection of FS than the WT mice (p = 0.005). Eighteen hours post-FS injection, the KO mice had reduced peritoneal, serum, and tissue cytokine levels (including IL-1β, IL-6, TNFα, KG/GRO, and IL-10) compared to the WT mice (p < 0.001 for all). Flow cytometry revealed decreased recruitment of CD11b+ F4/80+ Ly6chigh+ macrophages in the peritoneum of KO mice compared to WT mice (34 ± 6 vs. 4 ± 3%, PInt = 0.005). Isolated peritoneal macrophages from aged KO mice had better live E. coli killing capacity than those from WT mice (p < 0.001). Peritoneal lavage revealed greater bacterial counts in KO mice than in WT mice (KO: 305 ± 22 vs. 116 ± 6 CFU (×109)/mL; p < 0.001). In summary, deficiency in OSMR type II receptor signaling provided a survival benefit in the progression of sepsis. This coincided with reduced serum levels of pro-inflammatory (IL-1β, TNFα, and KC/GRO) and anti-inflammatory markers (IL-10), increased bacterial killing ability of macrophages, and reduced macrophage infiltration into to site of infection.
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28
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Semedi BP, Rehatta NM, Soetjipto S, Nugraha J, Mahyuddin MH, Arnindita JN, Wairooy NAP. How Effective is Angiotensin II in Decreasing Mortality of Vasodilatory Shock? A Systematic Review. Open Access Emerg Med 2023; 15:1-11. [PMID: 36636460 PMCID: PMC9830054 DOI: 10.2147/oaem.s391167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Accepted: 12/20/2022] [Indexed: 01/05/2023] Open
Abstract
Background Patients with severe vasodilation accompanied by refractory hypotension despite high doses of vasopressors were associated with a high mortality rate. The Ang-2 for the Treatment of High-Output Shock (ATHOS) 3 trial demonstrated that angiotensin 2 (Ang-2) could effectively increase MAP and blood pressure in vasodilatory shock patients. This systematic review aims to summarize the impact of Ang-2 for the treatment of vasodilatory shock on clinical outcomes, including length of stay, MAP level (before and after), and mortality also Ang-2 dose needed. Methods A systematic search in PubMed, Sage, ScienceDirect, Scopus and Gray literature was conducted to obtain studies about the use of Ang-2 in vasodilatory shock patients. Results In all of the studies that we obtained, there were different results regarding mortality in patients with vasodilatory shock with Ang-2. Mortality was significantly lower when Ang-2 was administered to patients with elevated renin. The initial dose of Ang-2 can be started at 10-20 ng/kg/min, but there is no agreement on the maximum dose. Ang-2 may be considered a third-line vasopressor if the targeted MAP has not been achieved after administration of norepinephrine >200 ng/kg/min for more than 6 hours. Although not statistically significant, the use of Ang-2 can reduce the length of stay in the ICU and in the hospital when compared to patients without Ang-2 therapy, in addition to reducing the dose of vasopressor. Conclusion Overall, the use of Ang-2 has potential to be a regimen for patients with vasodilatory shock. Further study is needed to obtain more data.
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Affiliation(s)
- Bambang Pujo Semedi
- Doctoral Program of Medical Science, Faculty of Medicine, Universitas Airlangga, Surabaya, East Java, 60132, Indonesia,Department of Anesthesiology and Reanimation, Medical Faculty of Medicine, Universitas Airlangga—Dr Soetomo General Hospital, Surabaya, East Java, 60132, Indonesia
| | - Nancy Margarita Rehatta
- Department of Anesthesiology and Reanimation, Medical Faculty of Medicine, Universitas Airlangga—Dr Soetomo General Hospital, Surabaya, East Java, 60132, Indonesia,Correspondence: Nancy Margarita Rehatta, Email
| | - Soetjipto Soetjipto
- Department of Medical Biochemistry, Medical Faculty of Universitas Airlangga, Surabaya, East Java, 60132, Indonesia
| | - Jusak Nugraha
- Department of Clinical Pathology, Medical Faculty of Universitas Airlangga, Surabaya, East Java, 60132, Indonesia
| | | | | | - Nabilah A P Wairooy
- Medical Faculty Universitas Airlangga, Surabaya, East Java, 60132, Indonesia
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29
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Ding F, Zhu J, Hu Y. Circular RNA protein tyrosine kinase 2 aggravates pyroptosis and inflammation in septic lung tissue by promoting microRNA-766/eukaryotic initiation factor 5A axis-mediated ATP efflux. Acta Cir Bras 2023; 38:e380323. [PMID: 36888755 PMCID: PMC10037555 DOI: 10.1590/acb380323] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 01/06/2023] [Indexed: 03/08/2023] Open
Abstract
PURPOSE Sepsis is characterized by an acute inflammatory response to infection, often with multiple organ failures, especially severe lung injury. This study was implemented to probe circular RNA (circRNA) protein tyrosine kinase 2 (circPTK2)-associated regulatory mechanisms in septic acute lung injury (ALI). METHODS A cecal ligation and puncture-based mouse model and an lipopolysaccharides (LPS)-based alveolar type II cell (RLE-6TN) model were generated to mimic sepsis. In the two models, inflammation- and pyroptosis-related genes were measured. RESULTS The degree of lung injury in mice was analyzed by hematoxylin and eosin (H&E) staining and the apoptosis was by terminal deoxynucleotidyl transferase-mediated dUTP-biotin nick end labeling staining. In addition, pyroptosis and toxicity were detected in cells. Finally, the binding relationship between circPTK2, miR-766, and eukaryotic initiation factor 5A (eIF5A) was detected. Data indicated that circPTK2 and eIF5A were up-regulated and miR-766 was down-regulated in LPS-treated RLE-6TN cells and lung tissue of septic mice. Lung injury in septic mice was ameliorated after inhibition of circPTK2. CONCLUSIONS It was confirmed in the cell model that knockdown of circPTK2 effectively ameliorated LPS-induced ATP efflux, pyroptosis, and inflammation. Mechanistically, circPTK2 mediated eIF5A expression by competitively adsorbing miR-766. Taken together, circPTK2/miR-766/eIF5A axis ameliorates septic ALI, developing a novel therapeutic target for the disease.
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Affiliation(s)
- FuYan Ding
- Zhengzhou University - Central China Fuwai Hospital - Department of Adult Cardiovascular Surgical Intensive Care Unit - Zhengzhou (Henan), China
| | - JiaLu Zhu
- Zhengzhou University - Central China Fuwai Hospital - Department of Adult Cardiovascular Surgical Intensive Care Unit - Zhengzhou (Henan), China
| | - YanLei Hu
- Zhengzhou University - Central China Fuwai Hospital - Department of Adult Cardiovascular Surgical Intensive Care Unit - Zhengzhou (Henan), China
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30
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Caputo WJ, Monterosa P, Beggs D. Antibiotic Misuse in Wound Care: Can Bacterial Localization through Fluorescence Imaging Help? Diagnostics (Basel) 2022; 12:3207. [PMID: 36553214 PMCID: PMC9778012 DOI: 10.3390/diagnostics12123207] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 12/07/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
(1) Background: Systemic antibiotic use in chronic wounds is alarmingly high worldwide. Between 53% to 71% of patients are prescribed at least one course per chronic wound. Systemic antibiotic use should follow antibiotic stewardship guidelines and ought to be reserved for situations where their use is deemed supported by clinical indications. Unfortunately, in the field of wound care, indiscriminate and often inadequate use of systemic antibiotics is leading to both patient complications and worsening antibiotic resistance rates. Implementing novel tools that help clinicians prevent misuse or objectively determine the true need for systemic antibiotics is essential to reduce prescribing rates. (2) Methods: We present a compendium of available systemic antibiotic prescription rates in chronic wounds. The impact of various strategies used to improve these rates, as well as preliminary data on the impact of implementing fluorescence imaging technology to finesse wound status diagnosis, are presented. (3) Results: Interventions including feedback from wound care surveillance and treatment data registries as well as better diagnostic strategies can ameliorate antibiotic misuse. (4) Conclusions: Interventions that mitigate unnecessary antibiotic use are needed. Effective strategies include those that raise awareness of antibiotic overprescribing and those that enhance diagnosis of infection, such as fluorescence imaging.
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Affiliation(s)
- Wayne J. Caputo
- Director of the Wound Care Center at Clara Maass Medical Center, Belleville, NJ 07109, USA
| | | | - Donald Beggs
- Infectious Disease, Clara Maass Medical Center, Belleville, NJ 07109, USA
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Fang CH, Ravindra V, Akhter S, Adibuzzaman M, Griffin P, Subramaniam S, Grama A. Identifying and analyzing sepsis states: A retrospective study on patients with sepsis in ICUs. PLOS DIGITAL HEALTH 2022; 1:e0000130. [PMID: 36812596 PMCID: PMC9931346 DOI: 10.1371/journal.pdig.0000130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 09/20/2022] [Indexed: 11/12/2022]
Abstract
Sepsis accounts for more than 50% of hospital deaths, and the associated cost ranks the highest among hospital admissions in the US. Improved understanding of disease states, progression, severity, and clinical markers has the potential to significantly improve patient outcomes and reduce cost. We develop a computational framework that identifies disease states in sepsis and models disease progression using clinical variables and samples in the MIMIC-III database. We identify six distinct patient states in sepsis, each associated with different manifestations of organ dysfunction. We find that patients in different sepsis states are statistically significantly composed of distinct populations with disparate demographic and comorbidity profiles. Our progression model accurately characterizes the severity level of each pathological trajectory and identifies significant changes in clinical variables and treatment actions during sepsis state transitions. Collectively, our framework provides a holistic view of sepsis, and our findings provide the basis for future development of clinical trials, prevention, and therapeutic strategies for sepsis.
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Affiliation(s)
- Chih-Hao Fang
- Department of Computer Science, Purdue University, West Lafayette, IN, United States of America
- * E-mail: (C-HF); (AG)
| | - Vikram Ravindra
- Department of Computer Science, University of Cincinnati, Cincinnati, OH, United States of America
| | - Salma Akhter
- Regenstrief Center for Healthcare Engineering, Purdue University, West Lafayette, IN, United States of America
| | - Mohammad Adibuzzaman
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, Oregon, United States of America
| | - Paul Griffin
- Department of Industrial Engineering, Penn State University, University Park, PA, United States of America
| | - Shankar Subramaniam
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, United States of America
| | - Ananth Grama
- Department of Computer Science, Purdue University, West Lafayette, IN, United States of America
- * E-mail: (C-HF); (AG)
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Rinaldi I, Sudaryo MK, Prihartono NA. Disseminated Intravascular Coagulation in Sepsis and Associated Factors. J Clin Med 2022; 11:6480. [PMID: 36362708 PMCID: PMC9658286 DOI: 10.3390/jcm11216480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 10/22/2022] [Accepted: 10/26/2022] [Indexed: 11/06/2022] Open
Abstract
Background: sepsis is a life-threatening organ dysfunction caused by an excessive host immunological response to infection. The incidence of sepsis is increasing every year, and sepsis is the primary cause of mortality in intensive care units (ICUs). DIC is a coagulopathy syndrome that causes microvascular and macrovascular thrombosis and increases the risk of bleeding due to consumptive coagulopathy. The pathophysiology of DIC in sepsis is complex, and further research is required to investigate the involved mechanisms and risk factors. Method: this study is a prognostic analysis of a retrospective cohort. Samples were patients diagnosed with sepsis and admitted to Cipto Mangunkusumo National General Hospital from January 2016 to October 2022. Research subjects were followed until occurrence of DIC during sepsis or recovery from sepsis. The research subjects were selected from medical records using a consecutive total sampling approach. The inclusion criteria were patients aged ≥18 years old and diagnosed with sepsis according to qSOFA criteria with a score of 2. The exclusion criterion was an incomplete medical record. Bivariate and multivariate logistic regression analyses were performed to determine which independent variables contributed to the incidence of DIC and obtain the odds ratios (ORs). p < 0.05 was considered to indicate a statistically significant difference. Results: a total of 248 patients were included after considering the inclusion and exclusion criteria. Of these, 50 (20.2%) septic patients developed DIC. In the multivariate analysis, albumin ≤2.5 g/dL (OR: 2.363; 95% CI: 1.201−4.649), respiratory infection (OR: 2.414; 95% CI: 1.046−5.571), and antibiotic treatment ≥1 h (OR: 2.181; 95% CI: 1.014−4.689) were associated with DIC development. On the basis of the ROC curve, the area under the curve (AUC) was determined to be 0.705 with 95% CI = (0.631−0.778). Conclusion: in our study, the prevalence of DIC in septic patients was 20.2%. Low albumin, respiratory infection, and antibiotic treatment ≥1 h were found to be risk factors for development of DIC in septic patients.
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Affiliation(s)
- Ikhwan Rinaldi
- Department of Epidemiology, Faculty of Public Health, Universitas Indonesia, Depok 16424, Indonesia
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Cipto Mangunkusumo National General Hospital, Faculty of Medicine, Universitas Indonesia, Jakarta 10430, Indonesia
| | - Mondastri Korib Sudaryo
- Department of Epidemiology, Faculty of Public Health, Universitas Indonesia, Depok 16424, Indonesia
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Deng Y, Liu S, Wang Z, Wang Y, Jiang Y, Liu B. Explainable time-series deep learning models for the prediction of mortality, prolonged length of stay and 30-day readmission in intensive care patients. Front Med (Lausanne) 2022; 9:933037. [PMID: 36250092 PMCID: PMC9554013 DOI: 10.3389/fmed.2022.933037] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 09/01/2022] [Indexed: 11/14/2022] Open
Abstract
Background In-hospital mortality, prolonged length of stay (LOS), and 30-day readmission are common outcomes in the intensive care unit (ICU). Traditional scoring systems and machine learning models for predicting these outcomes usually ignore the characteristics of ICU data, which are time-series forms. We aimed to use time-series deep learning models with the selective combination of three widely used scoring systems to predict these outcomes. Materials and methods A retrospective cohort study was conducted on 40,083 patients in ICU from the Medical Information Mart for Intensive Care-IV (MIMIC-IV) database. Three deep learning models, namely, recurrent neural network (RNN), gated recurrent unit (GRU), and long short-term memory (LSTM) with attention mechanisms, were trained for the prediction of in-hospital mortality, prolonged LOS, and 30-day readmission with variables collected during the initial 24 h after ICU admission or the last 24 h before discharge. The inclusion of variables was based on three widely used scoring systems, namely, APACHE II, SOFA, and SAPS II, and the predictors consisted of time-series vital signs, laboratory tests, medication, and procedures. The patients were randomly divided into a training set (80%) and a test set (20%), which were used for model development and model evaluation, respectively. The area under the receiver operating characteristic curve (AUC), sensitivity, specificity, and Brier scores were used to evaluate model performance. Variable significance was identified through attention mechanisms. Results A total of 33 variables for 40,083 patients were enrolled for mortality and prolonged LOS prediction and 36,180 for readmission prediction. The rates of occurrence of the three outcomes were 9.74%, 27.54%, and 11.79%, respectively. In each of the three outcomes, the performance of RNN, GRU, and LSTM did not differ greatly. Mortality prediction models, prolonged LOS prediction models, and readmission prediction models achieved AUCs of 0.870 ± 0.001, 0.765 ± 0.003, and 0.635 ± 0.018, respectively. The top significant variables co-selected by the three deep learning models were Glasgow Coma Scale (GCS), age, blood urea nitrogen, and norepinephrine for mortality; GCS, invasive ventilation, and blood urea nitrogen for prolonged LOS; and blood urea nitrogen, GCS, and ethnicity for readmission. Conclusion The prognostic prediction models established in our study achieved good performance in predicting common outcomes of patients in ICU, especially in mortality prediction. In addition, GCS and blood urea nitrogen were identified as the most important factors strongly associated with adverse ICU events.
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Affiliation(s)
- Yuhan Deng
- School of Public Health, Peking University, Beijing, China
| | - Shuang Liu
- School of Public Health, Peking University, Beijing, China
| | - Ziyao Wang
- School of Public Health, Peking University, Beijing, China
| | - Yuxin Wang
- School of Public Health, Peking University, Beijing, China
| | - Yong Jiang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Yong Jiang,
| | - Baohua Liu
- School of Public Health, Peking University, Beijing, China
- *Correspondence: Baohua Liu,
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Ahlström B, Frithiof R, Larsson IM, Strandberg G, Lipcsey M, Hultström M. A comparison of impact of comorbidities and demographics on 60-day mortality in ICU patients with COVID-19, sepsis and acute respiratory distress syndrome. Sci Rep 2022; 12:15703. [PMID: 36127433 PMCID: PMC9487845 DOI: 10.1038/s41598-022-19539-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 08/30/2022] [Indexed: 11/17/2022] Open
Abstract
Severe Coronavirus disease 2019 (COVID-19) is associated with several pre-existing comorbidities and demographic factors. Similar factors are linked to critical sepsis and acute respiratory distress syndrome (ARDS). We hypothesized that age and comorbidities are more generically linked to critical illness mortality than a specific disease state. We used national databases to identify ICU patients and to retrieve comorbidities. The relative importance of risk factors for 60-day mortality was evaluated using the interaction with disease group (Sepsis, ARDS or COVID-19) in logistic regression models. We included 32,501 adult ICU patients. In the model on 60-day mortality in sepsis and COVID-19 there were significant interactions with disease group for age, sex and asthma. In the model on 60-day mortality in ARDS and COVID-19 significant interactions with cohort were found for acute disease severity, age and chronic renal failure. In conclusion, age and sex play particular roles in COVID-19 mortality during intensive care but the burden of comorbidity was similar between sepsis and COVID-19 and ARDS and COVID-19.
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Affiliation(s)
- Björn Ahlström
- Anesthesiology and Intensive Care, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden. .,Region Dalarna, Centre for Clinical Research Dalarna, Falun Hospital, Nissers väg 3, 79182, Falun, Sweden.
| | - Robert Frithiof
- Anesthesiology and Intensive Care, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Ing-Marie Larsson
- Anesthesiology and Intensive Care, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Gunnar Strandberg
- Anesthesiology and Intensive Care, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Miklos Lipcsey
- Anesthesiology and Intensive Care, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden.,Hedenstierna Laboratory, CIRRUS, Anesthesiology and Intensive Care, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Michael Hultström
- Anesthesiology and Intensive Care, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden.,Integrative Physiology, Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
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Rotaru-Zavaleanu AD, Neacșu AI, Neacșu AD, Pirici D, Osiac E, Cătălin B, Gheonea DI. Effects of Acute Sepsis on Cellular Dynamics and Amyloid Formation in a Mouse Model of Alzheimer's Disease. Curr Issues Mol Biol 2022; 44:3822-3834. [PMID: 36135174 PMCID: PMC9497925 DOI: 10.3390/cimb44090262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 08/19/2022] [Accepted: 08/21/2022] [Indexed: 11/18/2022] Open
Abstract
Our objective was to investigate how sepsis influences cellular dynamics and amyloid formation before and after plaque formation. As such, APP-mice were subjected to a polymicrobial abdominal infection resulting in sepsis at 2 (EarlySepsis) and 4 (LateSepsis) months of age. Behavior was tested before sepsis and at 5 months of age. We could not detect any short-term memory or exploration behavior alterations in APP-mice that were subjected to Early or LateSepsis. Immunohistochemical analysis revealed a lower area of NeuN+ and Iba1+ signal in the cortex of Late compared with EarlySepsis animals (p = 0.016 and p = 0.01), with an increased astrogliosis in LateSepsis animals compared with WT-Sepsis (p = 0.0028), EarlySepsis (p = 0.0032) and the APP-Sham animals (p = 0.048). LateSepsis animals had larger areas of amyloid compared with both EarlySepsis (p = 0.0018) and APP-Sham animals (p = 0.0024). Regardless of the analyzed markers, we were not able to detect any cellular difference at the hippocampal level between groups. We were able to detect an increased inflammatory response around hippocampal plaques in LateSepsis compared with APP-Sham animals (p = 0.0003) and a decrease of AQP4 signal far from Sma+ vessels. We were able to show experimentally that an acute sepsis event before the onset of plaque formation has a minimal effect; however, it could have a major impact after its onset.
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Affiliation(s)
- Alexandra Daniela Rotaru-Zavaleanu
- Department of Gastroenterology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
- Experimental Research Center for Normal and Pathological Aging, Department of Functional Sciences, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Alexandru Ionuț Neacșu
- Experimental Research Center for Normal and Pathological Aging, Department of Functional Sciences, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
- Department of Biophysics, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Adela-Daria Neacșu
- Experimental Research Center for Normal and Pathological Aging, Department of Functional Sciences, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Daniel Pirici
- Department of Histology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Eugen Osiac
- Experimental Research Center for Normal and Pathological Aging, Department of Functional Sciences, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
- Department of Biophysics, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Bogdan Cătălin
- Experimental Research Center for Normal and Pathological Aging, Department of Functional Sciences, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
- Department of Physiology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Dan Ionuț Gheonea
- Department of Gastroenterology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
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Identifying factors associated with intravenous fluid administration in patients with sepsis presenting to the emergency department: a retrospective cohort study. BMC Emerg Med 2022; 22:98. [PMID: 35659554 PMCID: PMC9166492 DOI: 10.1186/s12873-022-00650-4] [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: 02/07/2022] [Accepted: 05/18/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Appropriate and timely administration of intravenous fluids to patients with sepsis-induced hypotension is one of the mainstays of sepsis management in the emergency department (ED), however, fluid resuscitation remains an ongoing challenge in ED. Our study has been undertaken with two specific aims: firstly, for patients with sepsis, to identify factors associated with receiving intravenous fluids while in the ED; and, secondly to identify determinants associated with the actual time to fluid administration.
Methods
We conducted a retrospective multicentre cohort study of adult ED presentations between October 2018 and May 2019 in four metropolitan hospitals in Western Sydney, Australia. Patients meeting pre-specified criteria for sepsis and septic shock and treated with antibiotics within the first 24 h of presentation were included. Multivariable models were used to identify factors associated with fluid administration in sepsis.
Results
Four thousand one hundred forty-six patients met the inclusion criteria, among these 2,300 (55.5%) patients with sepsis received intravenous fluids in ED. The median time to fluid administration from the time of diagnosis of sepsis was 1.6 h (Interquartile Range (IQR) 0.5 to 3.8), and the median volume of fluids administered was 1,100 mL (IQR 750 to 2058). Factors associated with patients receiving fluids were younger age (Odds Ratio (OR) 1.05, 95% Confidence Interval (CI (1.03 to 1.07), p < 0.001); lower systolic blood pressure (OR 1.11, 95% CI (1.08 to 1.13), p < 0.001); presenting to smaller hospital (OR 1.48, 95% CI (1.25 to 1.75, p < 0.001) and a Clinical Rapid Response alert activated (OR 1.64, 95% CI (1.28 to 2.11), p < 0.001). Patients with Triage Category 1 received fluids 101.22 min earlier (95% CI (59.3 to131.2), p < 0.001) and those with Category 2 received fluids 43.58 min earlier (95% CI (9.6 to 63.1), p < 0.001) compared to patients with Triage Category 3–5. Other factors associated with receiving fluids earlier included septic shock (-49.37 min (95% CI (-86.4 to -12.4), p < 0.001)); each mmol/L increase in serum lactate levels (-9.0 min, 95% CI (-15.7 to -2.3), p < 0.001) and presenting to smaller hospitals (-74.61 min, 95% CI (-94.0 to -55.3), p < 0.001).
Conclusions
Younger age, greater severity of sepsis, and presenting to a smaller hospital increased the probability of receiving fluids and receiving it earlier. Recognition of these factors may assist in effective implementation of sepsis management guidelines which should translate into better patient outcomes. Future studies are needed to identify other associated factors that we have not explored.
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Improving the EHMRG Prognostic Evaluation of Acute Heart Failure with TAPSE/PASp: A Sequential Approach. Diagnostics (Basel) 2022; 12:diagnostics12020478. [PMID: 35204569 PMCID: PMC8871471 DOI: 10.3390/diagnostics12020478] [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: 01/19/2022] [Revised: 02/08/2022] [Accepted: 02/11/2022] [Indexed: 01/15/2023] Open
Abstract
The Emergency Heart Failure Mortality Risk Grade (EHMRG) can predict short-term mortality in patients admitted for acute heart failure (AHF) in the emergency department (ED). This paper aimed to evaluate if TAPSE/PASp, an echocardiographic marker of ventricular desynchronization, can improve in-hospital death prediction in patients at moderate-to-high risk, according to EHMRG score classification. From 1 January 2018 to 30 December 2019, we retrospectively enrolled all the consecutive subjects admitted to our Internal Medicine Department for AHF from the ED. We performed bedside echocardiography within the first 24 h of admission. We evaluated EHMRG and NYHA in the ED, days of admission in Internal Medicine, and in-hospital mortality. We assessed cutoffs with ROC curve analysis and survival with Kaplan–Meier and Cox regression. We obtained a cohort of 439 subjects; 10.3% underwent in-hospital death. Patients with normal TAPSE/PASp in EHMRG Classes 4, 5a, and 5b had higher survival rates (100%, 100%, and 94.3%, respectively), while subjects with pathologic TAPSE/PASp had lower survival rates (81.8%, 78.3%, and 43.4%, respectively) (p < 0.0001, log-rank test). TAPSE/PASp, an echocardiographic marker of ventricular desynchronization, can further stratify the risk of in-hospital death evaluated by EHMRG.
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Shibata J, Osawa I, Ito H, Soeno S, Hara K, Sonoo T, Nakamura K, Goto T. Risk factors of sepsis among patients with qSOFA<2 in the emergency department. Am J Emerg Med 2021; 50:699-706. [PMID: 34879489 DOI: 10.1016/j.ajem.2021.09.035] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 09/02/2021] [Accepted: 09/10/2021] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE Studies have suggested that qSOFA can be used for early detection of sepsis immediately upon arrival at the emergency department (ED). Despite this, little is known about the risk factors associated with the subsequent diagnosis of sepsis among patients with qSOFA<2 in the ED. METHODS This is a retrospective cohort study using ED data from a large tertiary medical center in Japan, 2018-2020. We included adult patients (aged ≥18 years) presenting to the ED with suspected infection (e.g., having a fever) and qSOFA<2. We identified patients who developed sepsis based on the Sepsis-3 criteria, and compared patient characteristics (e.g., demographics, vital signs upon the initial triage, chief complaint, and comorbidities) between patients who developed sepsis or not. Additionally, we identified the potential risk factors of sepsis among patients with qSOFA<2 using a multivariable logistic regression model. RESULTS We identified 151 (7%) patients who developed sepsis among 2025 adult patients with suspected infection and qSOFA<2. Compared with patients who did not develop sepsis, patients who developed sepsis were likely to be older and have vital signs suggestive of imminent sepsis (e.g., high respiratory rate). In the multivariable logistic regression model, the potential risk factors of sepsis among patients with qSOFA<2 were older age (adjusted OR, 1.92 [95%CI 1.19-3.19]), vital signs suggestive of imminent sepsis (e.g., adjusted OR of altered mental status, 3.50 [95%CI 2.25-5.50]), receipt of oxygen therapy upon arrival at the ED (adjusted OR, 1.91 [95%CI 1.38-2.26]), chief complaint of sore throat (adjusted OR, 2.15 [95%CI 1.08-4.13]), and the presence of comorbid diabetes mellitus, ischemic heart disease, and chronic kidney disease (e.g., adjusted OR of diabetes mellitus, 1.47 [95%CI 1.10-1.96]). On the contrary, chief complaint of abdominal and chest pain were associated with a lower risk of sepsis (e.g., adjusted OR of abdominal pain, 0.26 [95%CI 0.14-0.45]). CONCLUSIONS We found that older age, vital signs prognosticating sepsis, and the presence of some comorbidities were the potential risk factors of sepsis in patients with qSOFA<2. These potential risk factors could be useful to efficiently recognize patients who might develop sepsis in the ED.
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Affiliation(s)
| | - Itsuki Osawa
- Department of Emergency and Critical Care Medicine, The University of Tokyo Hospital, Tokyo, Japan.
| | - Honoka Ito
- Nursing Course, College of Nursing, School of Medicine and Health Sciences, University of Tsukuba, Japan
| | - Shoko Soeno
- Department of Palliative Care, Southern Tohoku General Hospital, Fukushima, Japan
| | - Konan Hara
- Department of Economics, University of Arizona, AZ, United States; TXP Medical Co. Ltd., Tokyo, Japan
| | - Tomohiro Sonoo
- TXP Medical Co. Ltd., Tokyo, Japan; Department of Emergency and Critical Care Medicine, Hitachi General Hospital, Ibaraki, Japan
| | - Kensuke Nakamura
- Department of Emergency and Critical Care Medicine, Hitachi General Hospital, Ibaraki, Japan
| | - Tadahiro Goto
- TXP Medical Co. Ltd., Tokyo, Japan; Department of Public Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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Kingren MS, Starr ME, Saito H. Divergent Sepsis Pathophysiology in Older Adults. Antioxid Redox Signal 2021; 35:1358-1375. [PMID: 34210173 PMCID: PMC8905233 DOI: 10.1089/ars.2021.0056] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 06/25/2021] [Accepted: 06/27/2021] [Indexed: 12/12/2022]
Abstract
Significance: Both incidence and mortality rates of sepsis significantly increase with advanced age, and the majority of sepsis patients are late middle-aged or older. With the proportion of older adults rapidly increasing in developed countries, age-dependent sepsis vulnerability is an urgent medical issue. Due to an increasing life expectancy, postsepsis complications and health care costs are expected to increase as well. Recent Advances: Older patients suffer from higher sepsis incidence and mortality rates, likely resulting from frequent comorbidities, increased coagulation, dysgylcemia, and altered immune responses. Critical Issues: Despite a large number of ongoing clinical and basic research studies, there is currently no effective therapeutic strategy targeting older patients with severe sepsis. The disparity between clinical and basic studies is a problem, and this is largely due to the use of animal models lacking clinical relevance. Although the majority of sepsis cases occur in older adults, most laboratory animals used for sepsis research are very young. Further, despite the wide use of combination fluid and antibiotic treatment in intensive care unit (ICU) patients, most animal research does not include such treatment. Future Directions: Because sepsis is a systemic disease with multiple organ dysfunction, combined therapy approaches, not those targeting single pathways or single organs, are essential. As for preclinical research, it is critical to confirm new findings using aged animal models with clinically relevant ICU-like medical treatments. Antioxid. Redox Signal. 35, 1358-1375.
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Affiliation(s)
- Meagan S. Kingren
- Aging and Critical Care Research Laboratory, Departments of University of Kentucky, Lexington, Kentucky, USA
- Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, Kentucky, USA
| | - Marlene E. Starr
- Aging and Critical Care Research Laboratory, Departments of University of Kentucky, Lexington, Kentucky, USA
- Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, Kentucky, USA
- Surgery, University of Kentucky, Lexington, Kentucky, USA
| | - Hiroshi Saito
- Aging and Critical Care Research Laboratory, Departments of University of Kentucky, Lexington, Kentucky, USA
- Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, Kentucky, USA
- Surgery, University of Kentucky, Lexington, Kentucky, USA
- Physiology, University of Kentucky, Lexington, Kentucky, USA
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Cuijpers ACM, Coolsen MME, Schnabel RM, Lubbers T, van der Horst ICC, van Santen S, Olde Damink SWM, van de Poll MCG. Self-perceived recovery and quality of life in elderly patients surviving ICU-admission for abdominal sepsis. J Intensive Care Med 2021; 37:970-978. [PMID: 34756128 PMCID: PMC9136475 DOI: 10.1177/08850666211052460] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Introduction Concern for loss of physical performance and Health-Related Quality of Life (HRQoL) may raise doubts regarding the meaningfulness of an Intensive Care (ICU) admission in elderly patients. We evaluated self-perceived long-term recovery and satisfaction in elderly surviving an abdominal sepsis related ICU-admission and related this to objective measures of HRQoL. Methods A cross-sectional survey study was performed in all ICU-survivors with age ≥70 admitted with abdominal sepsis. HRQoL, frailty and self-perceived long-term recovery were measured using the EQ-5D-3L, Groningen Frailty Indicator, and a self-developed questionnaire, respectively. Results Of 144 patients admitted, 48 were alive at follow up (2.42 [0.92; 3.83] years), and 29 (60%) returned the survey. Eleven patients out of 29 (38%) recovered to baseline functioning, and reported higher HRQoL compared to unrecovered patients (0.861 [0.807; 1.000] and 0.753 [0.499; 0.779] respectively, p=0.005). Of the unrecovered patients, 53% were satisfied with their functioning, and 94% were willing to return to ICU. Conclusions Mortality in elderly patients with abdominal sepsis is high and ICU-admission should be weighed carefully. However, despite substantial functional decline in survivors, it does not necessarily cause self-perceived unsatisfactory functioning, poor HRQoL and unwillingness to receive life-sustaining therapy again. Caution is advised to use an anticipated loss of functioning as an argument to deny an ICU-admission.
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Affiliation(s)
- Anne C M Cuijpers
- 82246Department of surgery - Maastricht University Medical Centre, , Maastricht, the Netherlands.,82246Department of Intensive Care Medicine - Maastricht University Medical Centre, Maastricht, the Netherlands.,199236School for Oncology and Developmental Biology (GROW) - Maastricht University, Maastricht, The Netherlands
| | - Marielle M E Coolsen
- 82246Department of surgery - Maastricht University Medical Centre, , Maastricht, the Netherlands
| | - Ronny M Schnabel
- 82246Department of Intensive Care Medicine - Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Tim Lubbers
- 82246Department of surgery - Maastricht University Medical Centre, , Maastricht, the Netherlands.,199236School for Oncology and Developmental Biology (GROW) - Maastricht University, Maastricht, The Netherlands
| | - Iwan C C van der Horst
- 82246Department of Intensive Care Medicine - Maastricht University Medical Centre, Maastricht, the Netherlands.,199236Cardiovascular Research Institute Maastricht (CARIM) - Maastricht University, Maastricht, The Netherlands
| | - Susanne van Santen
- 82246Department of Intensive Care Medicine - Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Steven W M Olde Damink
- 82246Department of surgery - Maastricht University Medical Centre, , Maastricht, the Netherlands.,385783School for Nutrition and Translational Research in Metabolism (NUTRIM) - Maastricht University, Maastricht, The Netherlands.,Department of General, 39058Visceral and Transplantation Surgery - RWTH University Hospital Aachen, Aachen, Germany
| | - Marcel C G van de Poll
- 82246Department of surgery - Maastricht University Medical Centre, , Maastricht, the Netherlands.,82246Department of Intensive Care Medicine - Maastricht University Medical Centre, Maastricht, the Netherlands.,385783School for Nutrition and Translational Research in Metabolism (NUTRIM) - Maastricht University, Maastricht, The Netherlands
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Schinkel M, Paranjape K, Kundert J, Nannan Panday RS, Alam N, Nanayakkara PWB. Towards Understanding the Effective Use of Antibiotics for Sepsis. Chest 2021; 160:1211-1221. [PMID: 33905680 PMCID: PMC8546240 DOI: 10.1016/j.chest.2021.04.038] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 03/09/2021] [Accepted: 04/18/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The benefits of early antibiotics for sepsis have recently been questioned. Evidence for this mainly comes from observational studies. The only randomized trial on this subject, the Prehospital Antibiotics Against Sepsis (PHANTASi) trial, did not find significant mortality benefits from early antibiotics. That subgroups of patients benefit from this practice is still plausible, given the heterogeneous nature of sepsis. RESEARCH QUESTION Do subgroups of sepsis patients experience 28-day mortality benefits from early administration of antibiotics in a prehospital setting? And what key traits drive these benefits? STUDY DESIGN AND METHODS We used machine learning to conduct exploratory partitioning cluster analysis to identify possible subgroups of sepsis patients who may benefit from early antibiotics. We further tested the influence of several traits within these subgroups, using a logistic regression model. RESULTS We found a significant interaction between age and benefits of early antibiotics (P = .03). When we adjusted for this interaction and several other confounders, there was a significant benefit of early antibiotic treatment (OR, 0.07; 95% CI, 0.01-0.79; P = .03). INTERPRETATION An interaction between age and benefits of early antibiotics for sepsis has not been reported before. When validated, it can have major implications for clinical practice. This new insight into benefits of early antibiotic treatment for younger sepsis patients may enable more effective care.
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Affiliation(s)
- Michiel Schinkel
- Section of General and Acute Internal Medicine, Department of Internal Medicine, Amsterdam Public Health Research Institute, Amsterdam UMC, VU University Medical Center, Amsterdam, The Netherlands; Center of Experimental and Molecular Medicine (C.E.M.M.), Amsterdam UMC, location Academic Medical Center, Amsterdam, The Netherlands
| | - Ketan Paranjape
- Section of General and Acute Internal Medicine, Department of Internal Medicine, Amsterdam Public Health Research Institute, Amsterdam UMC, VU University Medical Center, Amsterdam, The Netherlands; Roche Diagnostics Corporation, Indianapolis, IN
| | | | - Rishi S Nannan Panday
- Section of General and Acute Internal Medicine, Department of Internal Medicine, Amsterdam Public Health Research Institute, Amsterdam UMC, VU University Medical Center, Amsterdam, The Netherlands; Center for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Nadia Alam
- Section of General and Acute Internal Medicine, Department of Internal Medicine, Amsterdam Public Health Research Institute, Amsterdam UMC, VU University Medical Center, Amsterdam, The Netherlands
| | - Prabath W B Nanayakkara
- Section of General and Acute Internal Medicine, Department of Internal Medicine, Amsterdam Public Health Research Institute, Amsterdam UMC, VU University Medical Center, Amsterdam, The Netherlands.
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Scarpati G, Baldassarre D, Tripepi G, Boffardi M, Piazza O. Effect of Intravenous IgM-Enriched Immunoglobulins on Presepsin and Other Sepsis Biomarkers. Front Pharmacol 2021; 12:717349. [PMID: 34566642 PMCID: PMC8455986 DOI: 10.3389/fphar.2021.717349] [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: 05/30/2021] [Accepted: 08/25/2021] [Indexed: 11/19/2022] Open
Abstract
Patients in septic shock with low IgG and IgM serum concentrations have higher mortality rates compared to those with normal immunoglobulin levels and, therefore, there is a rational explanation to administer intravenous IgM-enriched immunoglobulins to septic patients in ICU. Aim of this study is to evaluate the effectiveness of intravenous IgM-enriched immunoglobulins in decreasing several sepsis biomarker concentrations. 26 sepsis patients were enrolled in this observational cohort study and Nitric Oxide, Endocan, Pentraxin and presepsin serum levels were measured during their first 3 days of ICU stay. The use of intravenous IgM-enriched immunoglobulins did not influence the temporal evolution of SOFA, Nitric Oxide, Endocan, Pentraxin and Presepsin in the first 3 days of ICU stay in a statistically significant manner, even if Presepsin decreased of 25% from day 1 to day 2 in the Pentaglobin group. It seems possible that Pentaglobin infusion reduces the Presepsin level in a more effective way if it were administered to a younger population (p = 0.012). In conclusion, age modifies the response of Presepsin to Pentaglobin and is a critical variable when investigating the effect of intravenous IgM-enriched immunoglobulins on sepsis.
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Affiliation(s)
- Giuliana Scarpati
- Dipartimento di Medicina e Chirurgia, Università Degli Studi di Salerno, Baronissi, Italy.,AOU San Giovanni di Dio e Ruggi D'Aragona, Salerno, Italy
| | - Daniela Baldassarre
- Dipartimento di Medicina e Chirurgia, Università Degli Studi di Salerno, Baronissi, Italy.,AOU San Giovanni di Dio e Ruggi D'Aragona, Salerno, Italy
| | - Giovanni Tripepi
- Section of Biostatistics, Institute of Clinical Physiology, CNR-IFC, Reggio Calabria, Italy
| | | | - Ornella Piazza
- Dipartimento di Medicina e Chirurgia, Università Degli Studi di Salerno, Baronissi, Italy.,AOU San Giovanni di Dio e Ruggi D'Aragona, Salerno, Italy
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6-Shogaol Mitigates Sepsis-Associated Hepatic Injury through Transcriptional Regulation. Nutrients 2021; 13:nu13103427. [PMID: 34684425 PMCID: PMC8540559 DOI: 10.3390/nu13103427] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 09/24/2021] [Accepted: 09/25/2021] [Indexed: 11/17/2022] Open
Abstract
Sepsis-associated liver dysfunction presents a significant public health problem. 6-Shogaol is the key bioactive component in dry ginger, which has antioxidant and anti-inflammation capacity. The present study aims to investigate the preventive effect of 6-shogaol on sepsis-induced liver injury. 6-Shogaol was administered to mice for 7 consecutive days before being intraperitoneally injected with lipopolysaccharide (LPS). After 24 h, mice were sacrificed, and biochemical and transcriptomic analyses were performed. Our results demonstrated that 6-shogaol prevented LPS-induced impairment in antioxidant enzymes and elevation in malondialdehyde level in the liver. The hepatic inflammatory response was significantly suppressed by 6-shogaol through suppressing the MAPK/NFκB pathway. RNA-sequencing data analysis revealed that 41 overlapped genes between the LPS vs. control group and 6-shogaol vs. LPS group were identified, among which 36 genes were upregulated, and 5 genes were downregulated for the LPS vs. control group. These overlapped genes are enriched in inflammation-related pathways, e.g., TNF and NFκB. The mRNA expression of the overlapped genes was also verified in the LPS-induced BRL-3A cell model. In summary, 6-shogaol shows great potential as a natural chemopreventive agent to treat sepsis-associated hepatic disorders.
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Haas LEM, Boumendil A, Flaatten H, Guidet B, Ibarz M, Jung C, Moreno R, Morandi A, Andersen FH, Zafeiridis T, Walther S, Oeyen S, Leaver S, Watson X, Boulanger C, Szczeklik W, Schefold JC, Cecconi M, Marsh B, Joannidis M, Nalapko Y, Elhadi M, Fjølner J, Artigas A, de Lange DW, Joannidis M, Eller P, Helbok R, Schmutz R, Nollet J, de Neve N, De Buysscher P, Oeyen S, Swinnen W, Mikačić M, Bastiansen A, Husted A, Dahle BES, Cramer C, Sølling C, Ørsnes D, Thomsen JE, Pedersen JJ, Enevoldsen MH, Elkmann T, Kubisz-Pudelko A, Pope A, Collins A, Raj AS, Boulanger C, Frey C, Hart C, Bolger C, Spray D, Randell G, Filipe H, Welters ID, Grecu I, Evans J, Cupitt J, Lord J, Henning J, Jones J, Ball J, North J, Salaunkey K, De Gordoa LOR, Bell L, Balasubramaniam M, Vizcaychipi M, Faulkner M, Mupudzi M, Lea-Hagerty M, Reay M, Spivey M, Love N, Spittle NSN, White N, Williams P, Morgan P, Wakefield P, Savine R, Jacob R, Innes R, Kapoor R, Humphreys S, Rose S, Dowling S, Leaver S, Mane T, Lawton T, Ogbeide V, Khaliq W, Baird Y, Romen A, Galbois A, Guidet B, Vinsonneau C, Charron C, Thevenin D, Guerot E, Besch G, Savary G, Mentec H, Chagnon JL, Rigaud JP, Quenot JP, Castaneray J, Rosman J, Maizel J, Tiercelet K, Vettoretti L, Hovaere MM, Messika M, Djibré M, Rolin N, Burtin P, Garcon P, Nseir S, Valette X, Rabe C, Barth E, Ebelt H, Fuest K, Franz M, Horacek M, Schuster M, Meybohm P, Bruno RR, Allgäuer S, Dubler S, Schaller SJ, Schering S, Steiner S, Dieck T, Rahmel T, Graf T, Koutsikou A, Vakalos A, Raitsiou B, Flioni EN, Neou E, Tsimpoukas F, Papathanakos G, Marinakis G, Koutsodimitropoulos I, Aikaterini K, Rovina N, Kourelea S, Polychronis T, Zidianakis V, Konstantinia V, Aidoni Z, Marsh B, Motherway C, Read C, Martin-Loeches I, Cracchiolo AN, Morigi A, Calamai I, Brusa S, Elhadi A, Tarek A, Khaled A, Ahmed H, Belkhair WA, Cornet AD, Gommers D, de Lange D, van Boven E, Haringman J, Haas L, van den Berg L, Hoiting O, de Jager P, Gerritsen RT, Dormans T, Dieperink W, Breidablik ABA, Slapgard A, Rime AK, Jannestad B, Sjøbøe B, Rice E, Andersen FH, Strietzel HF, Jensen JP, Langørgen J, Tøien K, Strand K, Hahn M, Klepstad P, Biernacka A, Kluzik A, Kudlinski B, Maciejewski D, Studzińska D, Hymczak H, Stefaniak J, Solek-Pastuszka J, Zorska J, Cwyl K, Krzych LJ, Zukowski M, Lipińska-Gediga M, Pietruszko M, Piechota M, Serwa M, Czuczwar M, Ziętkiewicz M, Kozera N, Nasiłowski P, Sendur P, Zatorski P, Galkin P, Gawda R, Kościuczuk U, Cyrankiewicz W, Gola W, Pinto AF, Fernandes AM, Santos AR, Sousa C, Barros I, Ferreira IA, Blanco JB, Carvalho JT, Maia J, Candeias N, Catorze N, Belskiy V, Lores A, Mira AP, Cilloniz C, Perez-Torres D, Maseda E, Rodriguez E, Prol-Silva E, Eixarch G, Gomà G, Aguilar G, Velasco GN, Jaimes MI, Villamayor MI, Fernández NL, Cubero PJ, López-Cuenca S, Tomasa T, Sjöqvist A, Brorsson C, Schiöler F, Westberg H, Nauska J, Sivik J, Berkius J, Thiringer KK, De Geer L, Walther S, Boroli F, Schefold JC, Hergafi L, Eckert P, Yıldız I, Yovenko I, Nalapko Y, Nalapko Y, Pugh R. Frailty is associated with long-term outcome in patients with sepsis who are over 80 years old: results from an observational study in 241 European ICUs. Age Ageing 2021; 50:1719-1727. [PMID: 33744918 DOI: 10.1093/ageing/afab036] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Sepsis is one of the most frequent reasons for acute intensive care unit (ICU) admission of very old patients and mortality rates are high. However, the impact of pre-existing physical and cognitive function on long-term outcome of ICU patients ≥ 80 years old (very old intensive care patients (VIPs)) with sepsis is unclear. OBJECTIVE To investigate both the short- and long-term mortality of VIPs admitted with sepsis and assess the relation of mortality with pre-existing physical and cognitive function. DESIGN Prospective cohort study. SETTING 241 ICUs from 22 European countries in a six-month period between May 2018 and May 2019. SUBJECTS Acutely admitted ICU patients aged ≥80 years with sequential organ failure assessment (SOFA) score ≥ 2. METHODS Sepsis was defined according to the sepsis 3.0 criteria. Patients with sepsis as an admission diagnosis were compared with other acutely admitted patients. In addition to patients' characteristics, disease severity, information about comorbidity and polypharmacy and pre-existing physical and cognitive function were collected. RESULTS Out of 3,596 acutely admitted VIPs with SOFA score ≥ 2, a group of 532 patients with sepsis were compared to other admissions. Predictors for 6-month mortality were age (per 5 years): Hazard ratio (HR, 1.16 (95% confidence interval (CI), 1.09-1.25, P < 0.0001), SOFA (per one-point): HR, 1.16 (95% CI, 1.14-1.17, P < 0.0001) and frailty (CFS > 4): HR, 1.34 (95% CI, 1.18-1.51, P < 0.0001). CONCLUSIONS There is substantial long-term mortality in VIPs admitted with sepsis. Frailty, age and disease severity were identified as predictors of long-term mortality in VIPs admitted with sepsis.
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Affiliation(s)
- Lenneke E M Haas
- Department of Intensive Care Medicine, Diakonessenhuis Utrecht, Utrecht, The Netherlands
| | - Ariane Boumendil
- Assistance Publique-Hôpital de Paris, Hôpital Saint-Antoine, Service de Réanimation Médicale. Paris F-75012, France
| | - Hans Flaatten
- Department of Clinical Medicine, University of Bergen, Department of Anaesthesia and Intensive Care, Haukeland University Hospital, Bergen, Norway
| | - Bertrand Guidet
- Institut Pierre Louis d’Epidémiologie et de Santé Publique, AP-HP, Hôpital Saint-Antoine, Service de Réanimation, Sorbonne Université, INSERM, F75012 Paris, France
| | - Mercedes Ibarz
- Department of Intensive Care Medicine, Universitary Hospital Sagrat Cor Barcelona, Spain
| | - Christian Jung
- Division of Cardiology, Pulmonology and Vascular Medicine, University Hospital Düsseldorf, Heinrich-Heine-University, Düsseldorf, Germany
| | - Rui Moreno
- Unidade de Cuidados Intensivos Neurocríticos e Trauma. Hospital de São José, Centro Hospitalar, Faculdade de Ciências Médicas de Lisboa (Nova Medical School), Universitário de Lisboa Central, Lisbon, Portugal
| | - Alessandro Morandi
- Department of Rehabilitation and Aged Care, Hospital Ancelle, Cremona, Italy. Parc Sanitari Pere Virgili and Vall d’Hebrón Institute of Research, Barcelona, Spain
| | - Finn H Andersen
- Department of Anaesthesia and Intensive Care, Ålesund Hospital, Ålesund, Norway, Department of Circulation and Medical Imaging, NTNU, Trondheim, Norway
| | | | - Sten Walther
- Department of Cardiothoracic and Vascular Surgery, Heart Centre, Linköping University Hospital, Linköping, Sweden
| | - Sandra Oeyen
- Department of Intensive Care 1K12IC, Ghent University Hospital, Ghent, Belgium
| | - Susannah Leaver
- Research Lead Critical Care Directorate St George's University Hospital, NHS Foundation Trust, London, UK
| | | | - Carole Boulanger
- Chair NAHP Section ESICM, Intensive Care Unit, Royal Devon & Exeter NHS Foundation Trust, Exeter, UK
| | - Wojciech Szczeklik
- Intensive Care and Perioperative Medicine Division, Jagiellonian University Medical College, Kraków, Poland
| | - Joerg C Schefold
- Department of Intensive Care Medicine, Inselspital, Universitätsspital, University of Bern, Bern, Switzerland
| | - Maurizio Cecconi
- Department of Anesthesia and Intensive Care Medicine, Humanitas Clinical and Research Center - IRCCS, Via Alessandro Manzoni 56, 20089, Rozzano, MI, Italy. Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Rozzano, MI, Italy
| | - Brian Marsh
- Mater Misericordiae University Hospital, Dublin, Ireland
| | - Michael Joannidis
- Division of Intensive Care and Emergency Medicine, Department of Internal Medicine, Medical University Innsbruck, Innsbruck, Austria
| | - Yuriy Nalapko
- European Wellness International, ICU, Luhansk, Ukraine
| | | | - Jesper Fjølner
- Department of Intensive Care, Aarhus University Hospital, Aarhus, Denmark
| | - Antonio Artigas
- Department of Intensive Care Medicine, CIBER Enfermedades Respiratorias, Corporacion Sanitaria Universitaria Parc Tauli, Autonomous University of Barcelona. Sabadell, Spain
| | - Dylan W de Lange
- Department of Intensive Care Medicine, University Medical Center, University Utrecht, Utrecht, The Netherlands
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Qiu Y, Yu Y, Qin XM, Jiang T, Tan YF, Ouyang WX, Xiao ZH, Li SJ. CircTLK1 modulates sepsis-induced cardiomyocyte apoptosis via enhancing PARP1/HMGB1 axis-mediated mitochondrial DNA damage by sponging miR-17-5p. J Cell Mol Med 2021; 25:8244-8260. [PMID: 34410682 PMCID: PMC8419196 DOI: 10.1111/jcmm.16738] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 05/10/2021] [Accepted: 06/05/2021] [Indexed: 02/06/2023] Open
Abstract
Introduction Septic cardiomyopathy is a common complication of sepsis with high morbidity and mortality, but lacks specific therapy. This study aimed to reveal the role of circTLK1 and its potential mechanisms in septic cardiomyopathy. Materials and Methods The in vitro and in vivo models of septic cardiomyopathy were established. Cell viability and apoptosis were detected by CCK8, TUNEL and flow cytometry, respectively. LDH, CK, SOD, MDA, ATP, 8‐OHdG, NAD+/NADH ratio, ROS level, mitochondrial membrane potential and cytochrome C distribution were evaluated using commercial kits. qRT‐PCR and western blotting were performed to detect RNA and protein levels. Mitochondrial DNA (mtDNA) copy number and transcription were assessed by quantitative PCR. Dual‐luciferase assay, RNA immunoprecipitation and co‐immunoprecipitation were performed to verify the interaction between circTLK1/PARP1 and miR‐17‐5p. Results CircTLK1, PARP1 and HMGB1 were up‐regulated in the in vitro and in vivo models of septic cardiomyopathy. CircTLK1 inhibition restrained LPS‐induced up‐regulation of PARP1 and HMGB1. Moreover, circTLK1 knockdown repressed sepsis‐induced mtDNA oxidative damage, mitochondrial dysfunction and consequent cardiomyocyte apoptosis by inhibiting PARP1/HMGB1 axis in vitro and in vivo. In addition, circTLK1 enhanced PARP1 expression via sponging miR‐17‐5p. Inhibition of miR‐17‐5p abolished the protective effects of circTLK1 silencing on oxidative mtDNA damage and cardiomyocyte apoptosis. Conclusion CircTLK1 sponged miR‐17‐5p to aggravate mtDNA oxidative damage, mitochondrial dysfunction and cardiomyocyte apoptosis via activating PARP1/HMGB1 axis during sepsis, indicating that circTLK1 may be a putative therapeutic target for septic cardiomyopathy.
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Affiliation(s)
- Yu Qiu
- Emergency Center, Hunan Children's Hospital, Changsha, China
| | - Ying Yu
- Department of Hepatopathy, Hunan Children's Hospital, Changsha, China
| | - Xiao-Mei Qin
- Department of Hepatopathy, Hunan Children's Hospital, Changsha, China
| | - Tao Jiang
- Department of Hepatopathy, Hunan Children's Hospital, Changsha, China
| | - Yan-Fang Tan
- Department of Hepatopathy, Hunan Children's Hospital, Changsha, China
| | - Wen-Xian Ouyang
- Department of Hepatopathy, Hunan Children's Hospital, Changsha, China
| | - Zheng-Hui Xiao
- Emergency Center, Hunan Children's Hospital, Changsha, China
| | - Shuang-Jie Li
- Department of Hepatopathy, Hunan Children's Hospital, Changsha, China
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Dimitrijevic Z, Paunovic G, Tasic D, Mitic B, Basic D. Risk factors for urosepsis in chronic kidney disease patients with urinary tract infections. Sci Rep 2021; 11:14414. [PMID: 34257397 PMCID: PMC8277778 DOI: 10.1038/s41598-021-93912-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 06/29/2021] [Indexed: 01/04/2023] Open
Abstract
Occurrence of urosepsis is not uncommon following urinary tract infections (UTI). However, there is a lack of evidence explaining the risk factors predisposing to urosepsis in patients with chronic kidney disease (CKD). This retrospective study was undertaken to evaluate the incidence and possible risk factors for urosepsis among patients hospitalized with UTI in a cohort of CKD patients. Patients were divided into the urosepsis group and the non-urosepsis group. Of 489 hospitalized patients with UTI, 70 (14.3%) acquired urosepsis. Stepwise multivariate logistic regression demonstrated that diabetes, urinary catheter and length of hospital stay (p < 0.001 for all) were significant independent predictive risk factors for urosepsis in CKD patients with UTI in addition to age, glomerular filtration rate, hydronephrosis, acute kidney injury and E. coli infection (p < 0.05 for all). Finally, Klebsiella spp. cases were associated with significantly higher odds for urosepsis than E. coli cases (OR: 3.5, 95% CI: 2.86-7.23, p < 0.001 vs. OR: 1.38, 95% CI: 1.19-3.69, p = 0.038). Diabetes, presence of an indwelling urinary catheter, length of hospitalization, and infection with Klebsiella spp were independent risk factors for urosepsis in CKD patients with UTI.
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Affiliation(s)
- Zorica Dimitrijevic
- Faculty of Medicine, University of Nis, Bulevar Dr. Z. Djindjica 81, 18000, Niš, Serbia.
- Clinic for Nephrology, Clinical Center Nis, Bulevar Dr. Z. Djindjica 48, 18000, Niš, Serbia.
| | - Goran Paunovic
- Clinic for Nephrology, Clinical Center Nis, Bulevar Dr. Z. Djindjica 48, 18000, Niš, Serbia
| | - Danijela Tasic
- Clinic for Nephrology, Clinical Center Nis, Bulevar Dr. Z. Djindjica 48, 18000, Niš, Serbia
| | - Branka Mitic
- Faculty of Medicine, University of Nis, Bulevar Dr. Z. Djindjica 81, 18000, Niš, Serbia
- Clinic for Nephrology, Clinical Center Nis, Bulevar Dr. Z. Djindjica 48, 18000, Niš, Serbia
| | - Dragoslav Basic
- Faculty of Medicine, University of Nis, Bulevar Dr. Z. Djindjica 81, 18000, Niš, Serbia
- Clinic for Urology, Clinical Center Nis, Bulevar Dr. Z. Djindjica 48, 18000, Niš, Serbia
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Oropallo AR, Andersen C, Abdo R, Hurlow J, Kelso M, Melin M, Serena TE. Guidelines for Point-of-Care Fluorescence Imaging for Detection of Wound Bacterial Burden Based on Delphi Consensus. Diagnostics (Basel) 2021; 11:1219. [PMID: 34359302 PMCID: PMC8303157 DOI: 10.3390/diagnostics11071219] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 06/28/2021] [Accepted: 06/29/2021] [Indexed: 01/26/2023] Open
Abstract
Excessive levels of bacteria impede wound healing and can lead to infectious complications. Unfortunately, clinical signs and symptoms of elevated bacterial burden are often unreliable. As a result, point--of--care fluorescence imaging, used to detect critical bacterial burden in wounds, is becoming widely recognized and adopted by clinicians across the globe as an accepted and added component of wound assessment protocol. A Delphi method was employed to establish consensus guidelines describing fluorescence imaging use. A multidisciplinary panel of 32 wound experts (56% MD, 22% podiatrist, 12.5% nurses/nurse practitioners) representing multiple sites of service (e.g., hospital outpatient, inpatient, private office, long-term care) completed two rounds of online questionnaires. The Delphi included key topics, including competencies required to perform imaging, clinical indications for imaging (e.g., signs/symptoms present, procedures warranting imaging), frequency of imaging, and a clinical workflow algorithm. Describing their clinical experiences of imaging impact, >80% reported changes in treatment plans, 96% reported that imaging-informed treatment plans led to improved wound healing, 78% reported reduced rates of amputations, and 83% reported reduced rates of microbiological sampling. The guidelines provided here will help to standardize use of fluorescence imaging among wound care providers and enhance the quality of patient care.
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Affiliation(s)
- Alisha R. Oropallo
- Comprehensive Wound Healing Center and Hyperbarics, Department of Vascular Surgery, Zucker School of Medicine Hofstra/Northwell, Hempstead, NY 11549, USA;
| | - Charles Andersen
- Wound Care Clinic, Madigan Army Medical Center Joint Base Lewis-McChord, Renton, WA 98431, USA;
| | - Raymond Abdo
- St. Louis Foot & Ankle, LLC., St. Louis, MO 63109, USA;
| | - Jenny Hurlow
- Consultant Wound Care Specialized Nurse Practitioner, Memphis, TN 37501, USA;
| | - Martha Kelso
- Wound Care Plus, LLC., Blue Springs, MO 64015, USA;
| | - Mark Melin
- M Health Fairview Wound Healing Institute, South Campus, Edina, MN 55435, USA;
| | - Thomas E. Serena
- SerenaGroup Research Foundation, 125 Cambridge Park Dr., Cambridge, MA 02140, USA
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Tarquinio N, Viticchi G, Zaccone V, Martino M, Fioranelli A, Morciano P, Moroncini G, Di Pentima C, Martini A, Nitti C, Salvi A, Burattini M, Falsetti L. The value of admission Troponin I to predict outcomes in suspected infections in elderly patients admitted in Internal Medicine: results from the SOFA-T collaboration, a multi-center study. Intern Emerg Med 2021; 16:981-988. [PMID: 33428111 DOI: 10.1007/s11739-020-02610-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 12/16/2020] [Indexed: 01/24/2023]
Abstract
Elderly patients affected by suspected infection and declining clinical conditions can be admitted to stepdown units (SDU), but a risk stratification is necessary to optimize their management. Admission troponin I (aTnI) has a prognostic role, however, one of the most commonly used stratification tools, the Sequential Organ Failure Assessment score (SOFA), does not consider myocardial injury. With this paper, we aimed to evaluate the prognostic accuracy of a new score, named SOFA-T, considering both SOFA score and aTnI in a cohort of elderly patients admitted to the stepdown beds of two Internal Medicine departments. Patients aged > 65 years admitted in SDU of two different hospitals of the same region in a 12-months timeframe were retrospectively assessed obtaining age, sex, days of admission, in-hospital death, SOFA, aTnI and comorbidities. The best aTnI cutoff for in-hospital death was calculated with ROC curve analysis; dichotomous variables were compared with chi-squared test; continuous variables were compared with t test or Mann-Whitney test. We obtained a cohort of 390 patients. The best aTnI cutoff was 0.31 ng/ml: patients with increased aTnI had higher risk of in-hospital death (OR: 1.834; 95% CI 1.160-2.900; p = 0.009), and higher SOFA (6.81 ± 2.71 versus 5.97 ± 3.10; p = 0.010). Adding aTnI to SOFA increased significantly the area under the curve (AUCSOFA = 0.68; 95% CI 0.64-0.73; AUCSOFA-T = 0.71; 95% CI 0.65-0.76; p = 0.0001), with a slight improvement of the prognostic performance. In elderly patients admitted to SDU for suspected infection, sepsis or septic shock, aTnI slightly improves the accuracy of SOFA score of the in-hospital death prediction.
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Affiliation(s)
- N Tarquinio
- Internal Medicine Department, INRCA-IRCCS Hospital, Osimo, Ancona, Italy
| | - G Viticchi
- Clinica Di Neurologia, Azienda Ospedaliero-Universitaria "Ospedali Riuniti" Di Ancona, Italy, Ancona, Italy
| | - V Zaccone
- Internal and Subintensive Medicine Department, Azienda Ospedaliero-Universitaria "Ospedali Riuniti" Di Ancona, Via Conca 10, Ancona, Italy
| | - M Martino
- Internal Medicine Department, INRCA-IRCCS Hospital, Osimo, Ancona, Italy
| | - A Fioranelli
- Internal Medicine Department, INRCA-IRCCS Hospital, Osimo, Ancona, Italy
| | - P Morciano
- Emergency Medicine Residency Program, Marche Polytechnic University, Ancona, Italy
| | - G Moroncini
- Clinica Medica, Azienda Ospedaliero-Universitaria "Ospedali Riuniti" Di Ancona, Italy, Ancona, Italy
| | - C Di Pentima
- Internal Medicine Department, INRCA-IRCCS Hospital, Osimo, Ancona, Italy
| | - A Martini
- Internal Medicine Department, INRCA-IRCCS Hospital, Osimo, Ancona, Italy
| | - C Nitti
- Internal and Subintensive Medicine Department, Azienda Ospedaliero-Universitaria "Ospedali Riuniti" Di Ancona, Via Conca 10, Ancona, Italy
| | - A Salvi
- Internal and Subintensive Medicine Department, Azienda Ospedaliero-Universitaria "Ospedali Riuniti" Di Ancona, Via Conca 10, Ancona, Italy
| | - M Burattini
- Internal Medicine Department, INRCA-IRCCS Hospital, Osimo, Ancona, Italy
| | - L Falsetti
- Internal and Subintensive Medicine Department, Azienda Ospedaliero-Universitaria "Ospedali Riuniti" Di Ancona, Via Conca 10, Ancona, Italy.
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Calderon K, Van Landingham E, Purcell S, Kennard M. Identifying and treating sepsis in older people: a quality improvement project in hospitals and nursing homes in Texas. Nurs Older People 2021; 33:36-41. [PMID: 33565283 DOI: 10.7748/nop.2021.e1308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/20/2020] [Indexed: 11/09/2022]
Abstract
Sepsis, if not identified and treated early, can be fatal, particularly in older people. A lack of knowledge and understanding of sepsis among nursing staff can result in a missed or delayed diagnosis, leading to delayed treatment and potentially to patient death. A quality improvement project was conducted in nine hospitals and 200 nursing homes in the Lower and Upper Rio Grande Valley regions of Texas, in the US, to improve the identification and treatment of sepsis by nursing staff. Interventions included educational webinars for hospital staff and train-the-trainer sessions for nurse leaders in nursing homes. All participating hospitals had implemented a sepsis screening tool and sepsis care bundles by the end of the project, and an overall decline in sepsis mortality rates was seen in these hospitals. Among participating nurse leaders in nursing homes, a dramatic improvement in sepsis knowledge was seen. The outcomes of the project support the use of comprehensive nursing staff education on sepsis identification and treatment. Sepsis education needs to be ongoing to maintain optimal levels of knowledge among nursing staff.
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Affiliation(s)
| | | | - Susan Purcell
- TMF Health Quality Institute, Austin, Texas, United States
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Serota DP, Chueng TA, Schechter MC. Applying the Infectious Diseases Literature to People who Inject Drugs. Infect Dis Clin North Am 2021; 34:539-558. [PMID: 32782101 DOI: 10.1016/j.idc.2020.06.010] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
People who inject drugs (PWID) presenting with injection drug use-associated infections are an understudied population excluded from most prospective infectious disease (ID) clinical trials. Careful application of the existing ID literature to PWID must consider their unique medical, psychological, and social challenges. Identification and treatment of the underlying substance use disorder are key underpinnings to any successful ID intervention.
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Affiliation(s)
- David P Serota
- Division of Infectious Diseases, Department of Medicine, University of Miami Miller School of Medicine, 1120 Northwest 14 Street, Suite 851, Miami, FL 33136, USA.
| | - Teresa A Chueng
- Division of Infectious Diseases, Department of Medicine, University of Miami Miller School of Medicine, 1120 Northwest 14 Street, Suite 851, Miami, FL 33136, USA; Jackson Memorial Hospital, Jackson Health System, Miami, FL, USA. https://twitter.com/teresachueng
| | - Marcos C Schechter
- Division of Infectious Diseases, Department of Medicine, Emory University, 49 Jesse Hill Jr Dr SE, Atlanta, GA 30303, USA. https://twitter.com/limbsandlungs
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