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Xi F, Sun C, Ding W, Zheng N, Wang D, Teng R, Zhang X, Zhang T, Wei C, Wang X, Tan S. Development and validation of a model for predicting prolonged weaning from mechanical ventilation in patients with abdominal trauma. Surgery 2024; 176:1507-1515. [PMID: 39168726 DOI: 10.1016/j.surg.2024.07.027] [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: 05/29/2024] [Revised: 07/09/2024] [Accepted: 07/15/2024] [Indexed: 08/23/2024]
Abstract
BACKGROUND This study aimed to develop and validate a model to predict the risk of prolonged weaning from mechanical ventilation in patients with abdominal trauma. METHODS Patients with abdominal trauma were included and were divided into the training cohort and the validation cohort. The model was constructed using predictive factors identified by univariable and multivariable logistic regressions, and was validated by receiver operating characteristic curve, calibration curve, and decision curve analysis. Clinical outcomes were compared between model-stratified risk groups. RESULTS In total,190 patients were included, with 133 in the training cohort and 57 in the validation cohort. Six predictive factors, the Acute Physiology and Chronic Health Evaluation II score, Injury Severity Score, Glasgow coma scale, total bilirubin, skeletal muscle index, and abdominal fat index, were identified and were included in the model. The model predicting prolonged weaning owned a good discrimination, had an excellent calibration, and exhibited a favorable net benefit within a reasonable range of threshold probabilities. Significant differences were shown in prolonged weaning and clinical outcomes between the high-risk and low-risk groups (P < .05). Multivariable Cox regression analysis showed that patients in the high-risk group had greater risk of 28-day mortality (P < .05). CONCLUSION This study established a model to predict the risk of prolonged weaning from mechanical ventilation and clinical outcomes in patients with abdominal trauma. Skeletal muscle index was identified as one of independent risk factors of prolonged weaning. The findings offer valuable insights for respiratory management in patients with abdominal trauma.
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Affiliation(s)
- Fengchan Xi
- Department of Intensive Care Unit, Nanjing Women and Children's Healthcare Hospital, Women's Hospital of Nanjing Medical University, Nanjing, Jiangsu, China; Research Institute of General Surgery, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Chuanrui Sun
- Key Laboratory of Public Health Safety, Ministry of Education, School of Public Health, Fudan University, Shanghai, China
| | - Weiwei Ding
- Division of Trauma and Acute Care Surgery, Department of Surgery, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Nan Zheng
- Department of Intensive Care Unit, Nanjing Women and Children's Healthcare Hospital, Women's Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Di Wang
- Department of Intensive Care Unit, Nanjing Women and Children's Healthcare Hospital, Women's Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Ran Teng
- Department of Intensive Care Unit, Nanjing Women and Children's Healthcare Hospital, Women's Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xinxing Zhang
- Department of Intensive Care Unit, Nanjing Women and Children's Healthcare Hospital, Women's Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Tongtong Zhang
- Research Institute of General Surgery, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Caiyun Wei
- Research Institute of General Surgery, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Xiling Wang
- Key Laboratory of Public Health Safety, Ministry of Education, School of Public Health, Fudan University, Shanghai, China
| | - Shanjun Tan
- Department of General Surgery/Shanghai Clinical Nutrition Research Center, Zhongshan Hospital, Fudan University, Shanghai, China.
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Bhagat K. Risk Factors and Predictors of Prolonged Mechanical Ventilation Following Cardiac Surgery: A Narrative Review. Cureus 2024; 16:e68011. [PMID: 39347304 PMCID: PMC11429673 DOI: 10.7759/cureus.68011] [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] [Accepted: 08/27/2024] [Indexed: 10/01/2024] Open
Abstract
The subset of patients requiring prolonged mechanical ventilation is significantly high worldwide, making it an important topic of continuous and ongoing research. Over the years, various articles have shown that there may be predictors of prolonged ventilation that could be applied in healthcare to make it more patient-centered. The available literature suggests that authors have different definitions of "prolonged" ventilation. However, most critical care units embrace caution if a patient needs mechanical ventilation for more than 48 to 72 hours. The major benefits of mechanical ventilation are an overall decrease in the work of breathing and the facilitation of relatively easier pumping from an ailing heart. An elevated risk of prolonged ventilation after cardiac surgery exists in patients with higher classes of heart failure (as classified by the New York Heart Association (NYHA) or Canadian Cardiovascular Society (CCS)), a pre-existing congenital or acquired cardiac abnormality, and patients with renal failure, to name a few. The impact on quality of life has also been widely studied; as mortality rates increase with factors like age and days dependent on ventilation. Patients undergoing prolonged ventilation constitute an administrative challenge for critical care units, highlighting how multiple patients in this bracket can overwhelm the healthcare system. The use of prediction models in this context can aid healthcare delivery tremendously. Using different predictors, we can craft tailor-made treatment options and achieve the goal of more ventilator-free days per patient.
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Affiliation(s)
- Kartik Bhagat
- Internal Medicine, Tbilisi State Medical University, Tbilisi, GEO
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Song IA, Lee K, Lee S, Kim K, Oh TK. Implementation of a multidisciplinary nutritional support team and clinical outcomes in critically ill patients with COVID-19. Clin Nutr 2024; 43:315-321. [PMID: 38142476 DOI: 10.1016/j.clnu.2023.12.007] [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: 08/05/2023] [Revised: 11/29/2023] [Accepted: 12/07/2023] [Indexed: 12/26/2023]
Abstract
BACKGROUND & AIMS The South Korean government established the multidisciplinary nutritional support teams (NST) system for enhancing the evaluation and adequate supply of nutritional support to patients at high risk of malnutrition. However, the impact of the NST on clinical outcomes in critically ill patients with coronavirus disease 2019 (COVID-19) remains unclear. We aimed to investigate whether NST implementation affects survival outcomes in patients with COVID-19 requiring intensive care unit (ICU) admission. METHODS Using data from the National Health Insurance Service and Korea Disease Control and Prevention Agency in South Korea, adult patients with COVID-19 admitted to the ICU between October 8, 2020, and December 31, 2021, were included. The NST comprised four professional personnel (physicians, full-time nurses, full-time pharmacists, and full-time clinical dietitians). Patients admitted to ICUs with and without the NST system were assigned to the NST and non-NST groups, respectively. RESULTS A total of 13,103 critically ill adult patients were included in the final analysis; among them, 10,103 (77.1 %) and 3,000 (22.9 %) patients were included in the NST and non-NST groups, respectively. In the NST group, 2,803 (27.7 %) critically ill patients with COVID-19 were prescribed enteral or parenteral nutrition by the NST. In a covariate-adjusted multivariable model, the NST group showed a 40 % lower in-hospital mortality rate than the non-NST group (odds ratio: 0.60, 95 % confidence interval: 0.51, 0.71; P < 0.001). In subgroup analyses, compared with the non-NST group, the NST group showed significantly lower in-hospital mortality rates at 2, 3, 4, and 5 points on the World Health Organization clinical progression scale among patients with acute respiratory distress and mechanical ventilatory support. CONCLUSIONS NST implementation was associated with improved survival outcomes in critically ill patients with COVID-19; accordingly, it may be recommended for improving adequate nutritional support and evaluation in critically ill patients.
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Affiliation(s)
- In-Ae Song
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, South Korea; Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, South Korea
| | - Kyunghwa Lee
- Department of Pharmacy, Seoul National University Bundang Hospital, South Korea
| | - Sunghee Lee
- Department of Pharmacy, Seoul National University Bundang Hospital, South Korea
| | - Keonhee Kim
- Department of Pharmacy, Seoul National University Bundang Hospital, South Korea
| | - Tak Kyu Oh
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, South Korea; Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, South Korea.
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Chen Y, Hsieh C, Chen K, Ma KS. Collagen supplementation for rheumatoid arthritis and osteoarthritis. Int J Rheum Dis 2023. [DOI: 10.1111/1756-185x.14642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 02/07/2023] [Indexed: 03/29/2023]
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Chen YH, Lee YT, Ma KSK. Corticosteroids and disease-modifying antirheumatic drugs for coronavirus disease 2019 in patients with rheumatoid arthritis. Int J Rheum Dis 2023. [PMID: 36808706 DOI: 10.1111/1756-185x.14595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/04/2023] [Accepted: 01/05/2023] [Indexed: 02/21/2023]
Affiliation(s)
- Yu-Han Chen
- Department of Internal Medicine, Taipei Veterans General Hospital Yuanshan Branch, Yilan, Taiwan
| | - Yuan-Ti Lee
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan.,Division of Infectious Diseases, Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Kevin Sheng-Kai Ma
- Center for Global Health, Perelman School of Medicine, University of Pennsylvania, Pennsylvania, Philadelphia, USA.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Massachusetts, Boston, USA.,Department of Dermatology, Massachusetts General Hospital, Massachusetts, Boston, USA
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Nicolotti D, Grossi S, Nicolini F, Gallingani A, Rossi S. Difficult Respiratory Weaning after Cardiac Surgery: A Narrative Review. J Clin Med 2023; 12:jcm12020497. [PMID: 36675426 PMCID: PMC9867514 DOI: 10.3390/jcm12020497] [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: 11/16/2022] [Revised: 12/28/2022] [Accepted: 01/04/2023] [Indexed: 01/11/2023] Open
Abstract
Respiratory weaning after cardiac surgery can be difficult or prolonged in up to 22.7% of patients. The inability to wean from a ventilator within the first 48 h after surgery is related to increased short- and long-term morbidity and mortality. Risk factors are mainly non-modifiable and include preoperative renal failure, New York Heart Association, and Canadian Cardiac Society classes as well as surgery and cardio-pulmonary bypass time. The positive effects of pressure ventilation on the cardiovascular system progressively fade during the progression of weaning, possibly leading to pulmonary oedema and failure of spontaneous breathing trials. To prevent this scenario, some parameters such as pulmonary artery occlusion pressure, echography-assessed diastolic function, brain-derived natriuretic peptide, and extravascular lung water can be monitored during weaning to early detect hemodynamic decompensation. Tracheostomy is considered for patients with difficult and prolonged weaning. In such cases, optimal patient selection, timing, and technique may be important to try to reduce morbidity and mortality in this high-risk population.
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Affiliation(s)
- Davide Nicolotti
- Department of Anesthesia and Intensive Care Medicine, Azienda Ospedaliero-Universitaria di Parma, Via Gramsci 14, 43126 Parma, Italy
- Correspondence: ; Tel.: +39-0521-703286
| | - Silvia Grossi
- Department of Anesthesia and Intensive Care Medicine, Azienda Ospedaliero-Universitaria di Parma, Via Gramsci 14, 43126 Parma, Italy
| | - Francesco Nicolini
- Department of Cardiac Surgery, Azienda Ospedaliero-Universitaria di Parma, Via Gramsci 14, 43126 Parma, Italy
| | - Alan Gallingani
- Department of Cardiac Surgery, Azienda Ospedaliero-Universitaria di Parma, Via Gramsci 14, 43126 Parma, Italy
| | - Sandra Rossi
- Department of Anesthesia and Intensive Care Medicine, Azienda Ospedaliero-Universitaria di Parma, Via Gramsci 14, 43126 Parma, Italy
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Huang HH, Ma KSK, Wu MY, Hung YM, Tsao CH, Wei JCC, Wen WS, Wang YH, Hung SY, Chao MM. Patients with obstructive sleep apnea are at great risk of flavor disorders: a 15-year population-based cohort study. Clin Oral Investig 2023; 27:183-192. [PMID: 36129542 DOI: 10.1007/s00784-022-04707-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 08/30/2022] [Indexed: 01/28/2023]
Abstract
OBJECTIVE Obstructive sleep apnea (OSA) results from upper airway remodeling, which has been suggested to alter sensory and motor neuron function due to hypoxia or snore vibration. This study investigated whether OSA was associated with the risk of flavor disorder (FD). MATERIALS AND METHODS Seven thousand and eight hundred sixty-five patients with OSA and 7865 propensity score-matched controls without OSA were enrolled between 1999 and 2013 through a nationwide cohort study. The propensity score matching was based on age, sex, comorbidities including hypertension, hyperlipidemia, chronic obstructive pulmonary disease (COPD), asthma, ankylosing spondylitis, and Charlson comorbidity index, and co-medications during the study period, including statins and angiotensin-converting enzyme (ACE) inhibitors. The adjusted hazard ratio (aHR) of incident FD following OSA was derived using a Cox proportional hazard model. A log-rank test was used to evaluate the time-dependent effect of OSA on FD. Age, sex, comorbidities, and co-medications were stratified to identify subgroups susceptible to OSA-associated FD. RESULTS Patients with OSA were at a significantly great risk of FD (aHR = 1.91, 95% CI = 1.08-3.38), which was time-dependent (log-rank test p = 0.013). Likewise, patients with hyperlipidemia were at a significant great risk of FD (aHR = 2.99, 95% CI = 1.33-6.69). Subgroup analysis revealed that female patients with OSA were at higher risks of FD (aHR = 2.39, 95%CI = 1.05-5.47). CONCLUSIONS Patients with OSA were at significantly great risk of incident FD during the 15-year follow-up period, especially in female patients with OSA. CLINICAL RELEVANCE Timely interventions for OSA may prevent OSA-associated FD.
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Affiliation(s)
- Hsin-Hsin Huang
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Kevin Sheng-Kai Ma
- Center for Global Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.,Graduate Institute of Biomedical Electronics and Bioinformatics, College of Electrical Engineering & Computer Science, National Taiwan University, Taipei, Taiwan
| | - Min-You Wu
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Yao-Min Hung
- Department of Emergency Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.,School of Medicine, National Yang Ming University, Taipei, Taiwan
| | - Chien-Han Tsao
- Department of Otolaryngology, Chung Shan Medical University Hospital, Taichung, Taiwan. .,School of Medicine, Chung Shan Medical University, Taichung, Taiwan.
| | - James Cheng-Chung Wei
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan. .,Division of Allergy, Immunology and Rheumatology, Chung Shan Medical University Hospital, Taichung, Taiwan. .,Graduate Institute of Integrated Medicine, China Medical University, Taichung, Taiwan.
| | - Wei-Sheng Wen
- Department of Otolaryngology, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Yu-Hsun Wang
- Department of Medical Research, Chung Shan Medical University Hospital, Taichung, Taiwan
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Chen HH, Ma KSK, Dong C, Chang WJ, Gao KR, Perng WT, Huang JY, Wei JCC. Risk of primary Sjogren's Syndrome following human papillomavirus infections: a nationwide population-based cohort study. Front Immunol 2022; 13:967040. [PMID: 36052092 PMCID: PMC9424920 DOI: 10.3389/fimmu.2022.967040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Accepted: 07/25/2022] [Indexed: 02/05/2023] Open
Abstract
Introduction Viral infection is an exogeneous factor for primary Sjogren's syndrome (pSS). This study investigated the association between human papillomavirus (HPV) infections and pSS through a nationwide population based cohort study. Methods Patients with HPV infections between January, 1999 and December, 2013 were included. The incidence of new-onset pSS in patients with HPV infections and non-HPV controls were derived. The multiple Cox regression model derived the risk of pSS in patients with HPV infections. Subgroup analysis and sensitivity analysis were performed to validate the association. Results During a follow-up period of 12 years, the adjusted hazard ratio (aHR) of pSS in patients with HPV infections was significantly higher than that in non-HPV controls (aHR=1.64, 95% CI=1.47-1.83, P<0.001). The risk of pSS increased with age and the risk increased by 2.64-fold (95% CI= 2.37-2.93) for those older than 45 years. The significant association between HPV infections and the risk of pSS persisted in the sensitivity analysis restricted in HPV infections that lasted over 12 months (aHR=1.63, 95%CI=1.45-1.83, P<0.0001). Subgroup analyses revealed that both male (aHR=1.83, 95%CI=1.47-2.28, P<0.0001) and female (aHR=1.58, 95%CI=1.40-1.79, P<0.0001) patients with HPV infections and HPV-infected patients aged between 16 and 45 years (aHR=1.60, 95%CI=1.34-1.91, P<0.0001) and over 45 years (aHR=1.67, 95%CI=1.46-1.91, P<0.0001) were associated with a significantly greater risk of pSS. Conclusion Patients with HPV infections presented with a significantly higher risk of pSS, regardless of age and sex.
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Affiliation(s)
- Huang-Hsi Chen
- Division of Allergy, Immunology, and Rheumatology, Chung Shan Medical University Hospital, Taichung, Taiwan
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Kevin Sheng-Kai Ma
- Center for Global Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
| | - Chen Dong
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Wen-Jung Chang
- Department of Obstetrics and Gynecology, Dajia Lees General Hospital, Taichung, Taiwan
| | - Kuan-Rong Gao
- Department of Obstetrics and Gynecology, Yuanli Lees General Hospital, Miaoli, Taiwan
| | - Wuu-Tsun Perng
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
- National Pingtung University of Science and Technology, Department of Recreational Sport & Health Promotion, Pingtung, Taiwan
| | - Jing-Yang Huang
- Institute of Medicine, College of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - James Cheng-Chung Wei
- Division of Allergy, Immunology, and Rheumatology, Chung Shan Medical University Hospital, Taichung, Taiwan
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Graduate Institute of Integrated Medicine, China Medical University, Taichung, Taiwan
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