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Liță (Cofaru) FA, Eremia IA, Nica S, Brîndușe LA, Zărnescu NO, Moldoveanu AC, Goran LG, Fierbințeanu-Braticevici C. Predictive Value of Several Parameters for Severity of Acute Pancreatitis in a Cohort of 172 Patients. Diagnostics (Basel) 2025; 15:435. [PMID: 40002586 PMCID: PMC11854639 DOI: 10.3390/diagnostics15040435] [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: 01/23/2025] [Revised: 02/08/2025] [Accepted: 02/09/2025] [Indexed: 02/27/2025] Open
Abstract
Background: The optimal management of patients with acute pancreatitis is directly related to the early detection of the mild, moderate, or severe forms of the disease, which remains a continuous challenge despite the availability of various severity scores. The aim of this study was to identify prognostic factors with the highest predictive value specific to the local patients and elaborate the score to identify the severe cases. Materials and Methods: A retrospective observational cohort study included 172 patients diagnosed with acute pancreatitis. Personal, clinical, laboratory, and imaging factors and their influence on the severity of acute pancreatitis were evaluated. Results: Etiology nonA-nonB (any etiology except unique alcoholic or biliary etiology), presence of diabetes mellitus, the pain Visual Analogue Scale (VAS), White Blood Cells (WBCs), and CRP (C-reactive protein) levels were found to be directly associated with the severity of acute pancreatitis (AP). Prediction scores were calculated to estimate disease severity using the following regression equations: Prediction Acute Pancreatitis Severity (PAPS) score I = 1.237 + 0.144 × nonA-nonB (0 = no, 1 = yes) + 0.001 × WBC1 + 0.027 × VAS0 and PAPS score II = 1.189 + 0.001 × CRP (mg/L) + 0.135 × nonA-nonB etiology (0 = no, 1 = yes) + 0.025 × VAS0 - 0.047 × CA1. The PAPS Score II demonstrated the best performance. At a cut-off value of 1.248, the score had 80% sensitivity, 80.9% specificity, a positive predictive value (PPV) of 28.6%, a negative predictive value (NPV) of 97.7%, and an accuracy of 80.8%. For a cut-off value of 221.5 mg/L, the accuracy of CRP was 81.4% for predicting severe AP. Conclusions: The PAPS score II is an easy-to-use, fast, and affordable score for determining cases of severe disease for patients diagnosed with AP.
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Affiliation(s)
- Florina Alexandra Liță (Cofaru)
- Internal Medicine II and Gastroenterology Department, Emergency University Hospital Bucharest, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (F.A.L.); (A.C.M.); (L.G.G.); (C.F.-B.)
- Emergency Department, Emergency University Hospital Bucharest, 050098 Bucharest, Romania;
| | - Irina Anca Eremia
- Emergency Department, Emergency University Hospital Bucharest, 050098 Bucharest, Romania;
- Department of Family Medicine III, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Silvia Nica
- Emergency Department, Emergency University Hospital Bucharest, 050098 Bucharest, Romania;
- Department of Emergency and First Aid, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Lăcrămioara Aurelia Brîndușe
- Department of Public Health and Management, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania;
| | - Narcis-Octavian Zărnescu
- Department of General Surgery, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania;
- Second Department of Surgery, Emergency University Hospital Bucharest, 050098 Bucharest, Romania
| | - Alexandru Constantin Moldoveanu
- Internal Medicine II and Gastroenterology Department, Emergency University Hospital Bucharest, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (F.A.L.); (A.C.M.); (L.G.G.); (C.F.-B.)
| | - Loredana Gabriela Goran
- Internal Medicine II and Gastroenterology Department, Emergency University Hospital Bucharest, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (F.A.L.); (A.C.M.); (L.G.G.); (C.F.-B.)
| | - Carmen Fierbințeanu-Braticevici
- Internal Medicine II and Gastroenterology Department, Emergency University Hospital Bucharest, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (F.A.L.); (A.C.M.); (L.G.G.); (C.F.-B.)
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Zou K, Ren W, Huang S, Jiang J, Xu H, Zeng X, Zhang H, Peng Y, Lü M, Tang X. The role of artificial neural networks in prediction of severe acute pancreatitis associated acute respiratory distress syndrome: A retrospective study. Medicine (Baltimore) 2023; 102:e34399. [PMID: 37478242 PMCID: PMC10662815 DOI: 10.1097/md.0000000000034399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 06/28/2023] [Indexed: 07/23/2023] Open
Abstract
Early identification and intervention of acute respiratory distress syndrome (ARDS) are particularly important. This study aimed to construct predictive models for ARDS following severe acute pancreatitis (SAP) by artificial neural networks and logistic regression. The artificial neural networks model was constructed using clinical data from 214 SAP patients. The patient cohort was randomly divided into a training set and a test set, with 149 patients allocated to the training set and 65 patients assigned to the test set. The artificial neural networks and logistic regression models were trained by the training set, and then the performance of both models was evaluated using the test set. The sensitivity, specificity, PPV, NPV, accuracy, and AUC value of artificial neural networks model were 68.0%, 87.5%, 77.3%, 81.4%, 80.0%, 0.853 ± 0.054 (95% CI: 0.749-0.958). The sensitivity, specificity, PPV, NPV, accuracy and AUC value of logistic regression model were 48.7%, 85.3%, 65.5%, 74.4%, 72.0%, 0.799 ± 0.045 (95% CI: 0.710-0.888). There were no significant differences between the artificial neural networks and logistic regression models in predictive performance. Bedside Index of Severity in Acute Pancreatitis score, procalcitonin, prothrombin time, and serum calcium were the most important predictive variables in the artificial neural networks model. The discrimination abilities of logistic regression and artificial neural networks models in predicting SAP-related ARDS were similar. It is advisable to choose the model according to the specific research purpose.
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Affiliation(s)
- Kang Zou
- Department of Gastroenterology, the Affiliated Hospital of Southwest Medical University, Luzhou, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China
| | - Wensen Ren
- Department of Gastroenterology, the Affiliated Hospital of Southwest Medical University, Luzhou, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China
| | - Shu Huang
- Department of Gastroenterology, the People’s Hospital of Lianshui, Huaian, China
| | - Jiao Jiang
- Department of Gastroenterology, the Affiliated Hospital of Southwest Medical University, Luzhou, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China
| | - Huan Xu
- Department of Gastroenterology, the Affiliated Hospital of Southwest Medical University, Luzhou, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China
| | - Xinyi Zeng
- Department of Gastroenterology, the Affiliated Hospital of Southwest Medical University, Luzhou, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China
| | - Han Zhang
- Department of Gastroenterology, the Affiliated Hospital of Southwest Medical University, Luzhou, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China
| | - Yan Peng
- Department of Gastroenterology, the Affiliated Hospital of Southwest Medical University, Luzhou, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China
| | - Muhan Lü
- Department of Gastroenterology, the Affiliated Hospital of Southwest Medical University, Luzhou, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China
| | - Xiaowei Tang
- Department of Gastroenterology, the Affiliated Hospital of Southwest Medical University, Luzhou, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China
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Luo X, Wang J, Wu Q, Peng P, Liao G, Liang C, Yang H, Huang J, Qin M. A modified Ranson score to predict disease severity, organ failure, pancreatic necrosis, and pancreatic infection in patients with acute pancreatitis. Front Med (Lausanne) 2023; 10:1145471. [PMID: 37332769 PMCID: PMC10273837 DOI: 10.3389/fmed.2023.1145471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 05/19/2023] [Indexed: 06/20/2023] Open
Abstract
Background Although there are several scoring systems currently used to predict the severity of acute pancreatitis, each of them has limitations. Determine the accuracy of a modified Ranson score in predicting disease severity and prognosis in patients with acute pancreatitis (AP). Methods AP patients admitted or transferred to our institution were allocated to a modeling group (n = 304) or a validation group (n = 192). A modified Ranson score was determined by excluding the fluid sequestration parameter and including the modified computed tomography severity index (CTSI). The diagnostic performance of the modified Ranson score was compared with the Ranson score, modified CTSI, and bedside index of severity in acute pancreatitis (BISAP) score in predicting disease severity, organ failure, pancreatic necrosis and pancreatic infection. Results The modified Ranson score had significantly better accuracy that the Ranson score in predicting all four outcome measures in the modeling group and in the validation group (all p < 0.05). For the modeling group the modified Ranson score had the best accuracy for predicting disease severity and organ failure, and second-best accuracy for predicting pancreatic necrosis and pancreatic infection. For the verification group, it had the best accuracy for predicting organ failure, second-best accuracy for predicting disease severity and pancreatic necrosis, and third-best accuracy for predicting pancreatic infection. Conclusion The modified Ranson score provided better accuracy than the Ranson score in predicting disease severity, organ failure, pancreatic necrosis and pancreatic infection. Relative to the other scoring systems, the modified Ranson system was superior in predicting organ failure.
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Affiliation(s)
- Xiuping Luo
- Department of Gastroenterology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jie Wang
- Department of Gastroenterology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Qing Wu
- Department of Gastroenterology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Peng Peng
- Department of Gastroenterology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Guolin Liao
- Department of Gastroenterology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Chenghai Liang
- Department of Gastroenterology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Huiying Yang
- Department of Gastroenterology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jiean Huang
- Department of Gastroenterology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Mengbin Qin
- Department of Gastroenterology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China
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Zhao Y, Xia W, Lu Y, Chen W, Zhao Y, Zhuang Y. Predictive value of the C-reactive protein/albumin ratio in severity and prognosis of acute pancreatitis. Front Surg 2023; 9:1026604. [PMID: 36704518 PMCID: PMC9871615 DOI: 10.3389/fsurg.2022.1026604] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 11/22/2022] [Indexed: 01/11/2023] Open
Abstract
Aim To investigate the predictive value of C-reactive protein (CRP) to serum albumin (ALB) ratio in the severity and prognosis of acute pancreatitis (AP), and compare the predictive value of the CRP/ALB ratio with the Ranson score, modified computed tomography severity index (MCTSI) score, and Bedside Index of Severity in Acute Pancreatitis (BISAP) score. Methods This cohort study retrospectively analyzed clinical data of AP patients from August 2018 to August 2020 in our hospital. Logistic regression analysis was utilized to determine the effects of CRP/ALB ratio, Ranson, MCTSI, and BISAP score on severe AP (SAP), pancreatic necrosis, organ failure, and death. The predictive values of CRP/ALB ratio, Ranson, MCTSI, and BISAP score were examined with the area under the curve (AUC) of the receiver operator characteristic (ROC) curve analysis. DeLong test was used to compare the AUCs between CRP/ALB ratio, Ranson, MCTSI, and BISAP score. Results Totally, 284 patients were included in this study, of which 35 AP patients (12.32%) developed SAP, 29 (10.21%) organ failure, 30 (10.56%) pancreatic necrosis and 11 (3.87%) died. The result revealed that CRP/ALB ratio on day 2 was associated with SAP [odds ratio (OR): 1.74, 95% confidence interval (CI): 1.32 to 2.29], death (OR: 1.73, 95%CI: 1.24 to 2.41), pancreatic necrosis (OR: 1.28, 95%CI: 1.08 to 1.50), and organ failure (OR: 1.43, 95%CI: 1.18 to 1.73) in AP patients. Similarly, CRP/ALB on day 3 was related to a higher risk of SAP (OR: 1.50, 95%CI: 1.24 to 1.81), death (OR: 1.8, 95%CI: 1.34 to 2.65), pancreatic necrosis (OR: 1.22, 95%CI: 1.04 to 1.42), and organ failure (OR: 1.21, 95%CI: 1.04 to 1.41). The predictive value of CRP/ALB ratio for pancreatic necrosis was lower than that of MCTSI, for organ failure was lower than that of Ranson and BISAP, and for death was higher than that of MCTSI. Conclusion The CRP/ALB ratio may be a novel but promising, easily measurable, reproducible, non-invasive prognostic score that can be used to predict SAP, death, pancreatic necrosis, and organ failure in AP patients, which can be a supplement of Ranson, MCTSI, and BISAP scores.
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Affiliation(s)
- Yi Zhao
- Department of Emergency, Shanghai Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Wenwen Xia
- Department of Gastroenterology, Shanghai Tenth People’s Hospital of Tongji University, Shanghai, China
| | - You Lu
- Department of Respiratory Medicine, Shanghai Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Wei Chen
- Department of Gastroenterology, Shanghai Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Yan Zhao
- Department of Gastroenterology, Shanghai Tenth People’s Hospital of Tongji University, Shanghai, China,Correspondence: Yan Zhao Yugang Zhuang
| | - Yugang Zhuang
- Department of Emergency, Shanghai Tenth People’s Hospital of Tongji University, Shanghai, China,Correspondence: Yan Zhao Yugang Zhuang
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Xu Y, Ye C, Tan B. Evaluation of Inflammatory Infiltration in the Retroperitoneal Space of Acute Pancreatitis Using Computer Tomography and Its Correlation with Clinical Severity. CONTRAST MEDIA & MOLECULAR IMAGING 2023; 2023:7492293. [PMID: 37113247 PMCID: PMC10129425 DOI: 10.1155/2023/7492293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/21/2022] [Accepted: 06/23/2022] [Indexed: 04/29/2023]
Abstract
This paper investigates the correlation between the degree and severity of CT inflammatory infiltration in the retroperitoneal space of acute pancreatitis (AP). A total of 113 patients were included based on diagnostic criteria. The general data of the patients and the relationship between the computed tomography severity index (CTSI) and pleural effusion (PE), involvement, degree of inflammatory infiltration of retroperitoneal space (RPS), number of peripancreatic effusion sites, and degree of pancreatic necrosis on contrast-enhanced CT at different times were studied. The results showed that the mean age of onset in females was later than that in males; 62 cases involved RPS to varying degrees, with a positive rate of 54.9% (62/113), and the total involvement rates of only the anterior pararenal space (APS); both APS and perirenal space (PS); and APS, PS, and posterior pararenal space (PPS) were 46.9% (53/113), 53.1% (60/113), and 17.7% (20/113), respectively. The degree of inflammatory infiltration in the RPS worsened with the increase in CTSI score; the incidence of PE was higher in the group greater than 48 hours than in the group less than 48 hours; necrosis >50% grade was predominant (43.2%) 5 to 6 days after onset, with a higher detection rate than other time periods (P < 0.05). Thus, when the PPS was involved, the patient's condition can be treated as severe acute pancreatitis (SAP); the higher the degree of inflammatory infiltration in the retroperitoneum, the higher the severity of AP. Enhanced CT examination 5 to 6 days after onset in patients with AP revealed the greatest extent of pancreatic necrosis.
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Affiliation(s)
- YuLong Xu
- Department of Emergency Medicine, Anhui No. 2 Provincial People's Hospital, Hefei 230041, Anhui, China
| | - ChunJuan Ye
- Department of Emergency Medicine, Anhui No. 2 Provincial People's Hospital, Hefei 230041, Anhui, China
| | - Bing Tan
- Department of Emergency Medicine, Anhui No. 2 Provincial People's Hospital, Hefei 230041, Anhui, China
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Kotan R, Peto K, Deak A, Szentkereszty Z, Nemeth N. Hemorheological and Microcirculatory Relations of Acute Pancreatitis. Metabolites 2022; 13:metabo13010004. [PMID: 36676930 PMCID: PMC9863893 DOI: 10.3390/metabo13010004] [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: 11/09/2022] [Revised: 12/04/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022] Open
Abstract
Acute pancreatitis still means a serious challenge in clinical practice. Its pathomechanism is complex and has yet to be fully elucidated. Rheological properties of blood play an important role in tissue perfusion and show non-specific changes in acute pancreatitis. An increase in blood and plasma viscosity, impairment of red blood cell deformability, and enhanced red blood cell aggregation caused by metabolic, inflammatory, free radical-related changes and mechanical stress contribute to the deterioration of the blood flow in the large vessels and also in the microcirculation. Revealing the significance of these changes in acute pancreatitis may better explain the pathogenesis and optimize the therapy. In this review, we give an overview of the role of impaired microcirculation by changes in hemorheological properties in acute pancreatitis.
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Affiliation(s)
- Robert Kotan
- Endocrine Surgery Unit, Linköping University Hospital, Universitetssjukhuset, 581 85 Linköping, Sweden
| | - Katalin Peto
- Department of Operative Techniques and Surgical Research, Faculty of Medicine, University of Debrecen, Moricz Zsigmond ut 22, H-4032 Debrecen, Hungary
| | - Adam Deak
- Department of Operative Techniques and Surgical Research, Faculty of Medicine, University of Debrecen, Moricz Zsigmond ut 22, H-4032 Debrecen, Hungary
| | - Zsolt Szentkereszty
- Department of Surgery, Faculty of Medicine, University of Debrecen, Moricz Zsigmond ut 22, H-4032 Debrecen, Hungary
| | - Norbert Nemeth
- Department of Operative Techniques and Surgical Research, Faculty of Medicine, University of Debrecen, Moricz Zsigmond ut 22, H-4032 Debrecen, Hungary
- Correspondence: ; Tel./Fax: +36-52-416-915
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Liu ZY, Tian L, Sun XY, Liu ZS, Hao LJ, Shen WW, Gao YQ, Zhai HH. Development and validation of a risk prediction score for the severity of acute hypertriglyceridemic pancreatitis in Chinese patients. World J Gastroenterol 2022; 28:4846-4860. [PMID: 36156930 PMCID: PMC9476862 DOI: 10.3748/wjg.v28.i33.4846] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 07/25/2022] [Accepted: 08/17/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The frequency of acute hypertriglyceridemic pancreatitis (AHTGP) is increasing worldwide. AHTGP may be associated with a more severe clinical course and greater mortality than pancreatitis caused by other causes. Early identification of patients with severe inclination is essential for clinical decision-making and improving prognosis. Therefore, we first developed and validated a risk prediction score for the severity of AHTGP in Chinese patients.
AIM To develop and validate a risk prediction score for the severity of AHTGP in Chinese patients.
METHODS We performed a retrospective study including 243 patients with AHTGP. Patients were randomly divided into a development cohort (n = 170) and a validation cohort (n = 73). Least absolute shrinkage and selection operator and logistic regression were used to screen 42 potential predictive variables to construct a risk score for the severity of AHTGP. We evaluated the performance of the nomogram and compared it with existing scoring systems. Last, we used the best cutoff value (88.16) for severe acute pancreatitis (SAP) to determine the risk stratification classification.
RESULTS Age, the reduction in apolipoprotein A1 and the presence of pleural effusion were independent risk factors for SAP and were used to construct the nomogram (risk prediction score referred to as AAP). The concordance index of the nomogram in the development and validation groups was 0.930 and 0.928, respectively. Calibration plots demonstrate excellent agreement between the predicted and actual probabilities in SAP patients. The area under the curve of the nomogram (0.929) was better than those of the Bedside Index of Severity in AP (BISAP), Ranson, Acute Physiology and Chronic Health Evaluation (APACHE II), modified computed tomography severity index (MCTSI), and early achievable severity index scores (0.852, 0.825, 0.807, 0.831 and 0.807, respectively). In comparison with these scores, the integrated discrimination improvement and decision curve analysis showed improved accuracy in predicting SAP and better net benefits for clinical decisions. Receiver operating characteristic curve analysis was used to determine risk stratification classification for AHTGP by dividing patients into high-risk and low-risk groups according to the best cutoff value (88.16). The high-risk group (> 88.16) was closely related to the appearance of local and systemic complications, Ranson score ≥ 3, BISAP score ≥ 3, MCTSI score ≥ 4, APACHE II score ≥ 8, C-reactive protein level ≥ 190, and length of hospital stay.
CONCLUSION The nomogram could help identify AHTGP patients who are likely to develop SAP at an early stage, which is of great value in guiding clinical decisions.
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Affiliation(s)
- Zi-Yu Liu
- Department of Gastroenterology, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Lei Tian
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Los Angeles, CA 91010, United States
| | - Xiang-Yao Sun
- Department of Orthopedics, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Zong-Shi Liu
- Department of Geriatric, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou 510180, Guangdong Province, China
| | - Li-Jie Hao
- Department of Gastroenterology, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Wen-Wen Shen
- Department of Gastroenterology, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Yan-Qiu Gao
- Department of Gastroenterology, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Hui-Hong Zhai
- Department of Gastroenterology, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
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Establishment of Early Multi-Indicator Prediction Models of Moderately Severe Acute Pancreatitis and Severe Acute Pancreatitis. Gastroenterol Res Pract 2022; 2022:5142473. [PMID: 35419053 PMCID: PMC9001090 DOI: 10.1155/2022/5142473] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 03/03/2022] [Accepted: 03/14/2022] [Indexed: 12/23/2022] Open
Abstract
Background It is critical to accurately identify patients with severe acute pancreatitis (SAP) and moderately SAP (MSAP) in a timely manner. The study was done to establish two early multi-indicator prediction models of MSAP and SAP. Methods Clinical data of 469 patients with acute pancreatitis (AP) between 2015 and 2020, at the First Affiliated Hospital of Fujian Medical University, and between 2012 and 2020, at the Affiliated Union Hospital of Fujian Medical University, were retrospectively analyzed. The unweighted predictive score (unwScore) and weighted predictive score (wScore) for MSAP and SAP were derived using logistic regression analysis and were compared with four existing systems using receiver operating characteristic curves. Results Seven prognostic indicators were selected for incorporation into models, including white blood cell count, lactate dehydrogenase, C-reactive protein, triglyceride, D-dimer, serum potassium, and serum calcium. The cut-offs of the unwScore and wScore for predicting severity were set as 3 points and 0.513 points, respectively. The unwScore (AUC = 0.854) and wScore (AUC = 0.837) were superior to the acute physiology and chronic health evaluation II score (AUC = 0.526), the bedside index for severity in AP score (AUC = 0.766), and the Ranson score (AUC = 0.693) in predicting MSAP and SAP, which were equivalent to the modified computed tomography severity index score (AUC = 0.823). Conclusions The unwScore and wScore have good predictive value for MSAP and SAP, which could provide a valuable clinical reference for management and treatment.
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Percutaneous catheter drainage of pancreatic associated pathologies: A systematic review and meta-analysis. Eur J Radiol 2021; 144:109978. [PMID: 34607289 DOI: 10.1016/j.ejrad.2021.109978] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 09/15/2021] [Accepted: 09/23/2021] [Indexed: 12/13/2022]
Abstract
PURPOSE The main goal of this systematic review was to assess the technical and clinical success, adverse events (AEs), surgery, and overall mortality proportion after percutaneous catheter drainage (PCD) of two pancreatic lesions. METHODS An extant search in online databases including Scopus, PubMed (Medline), Embase (Elsevier), Web of Science, Cochrane library, and Google Scholar, was conducted to recognize all studies that used PCD intervention in the management of pancreatic necrosis (PN) and pancreatic pseudocysts (PP). Random effects meta-analysis was performed, and Cochrane's Q test and I2statistic were utilized to determine heterogeneity. In addition, meta-regression was used to explore the influence of categorical variables on heterogeneity. RESULTS Thirty-two studies (1398 patients) including PN in 26 (1256 cases, 89.8%) studies and PP in 6 (142 cases, 10.2%) studies were identified. Technical success proportion was 100% (95% confidence interval [CI] 100%-100%, I2: 0.0%), clinical success 63% (95% CI 55%-71%, I2: 92.9%), AEs 26% (95% CI 21%-31%, I2: 78%), surgery after PCD intervention 33% (95% CI 25%-40%, I2: 92.4%), and overall mortality was 13% (95% CI 9%-17%, I2: 82.8%). The most common ADs after PCD intervention were development of fistula (106, 42.6%), hemorrhage (44, 17.7%), sepsis (40, 16.1%). CONCLUSION A significant clinical success proportion with low AEs, surgery, and overall mortality proportion after PCD intervention was found, although the results should be interpreted with caution due to the high heterogeneity.
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GÜZEL TANOĞLU E, TANOĞLU A, MERİÇÖZ AYDIN MÇ, ESEN MF. Melatonin has favorable preventive effects on experimental chronic pancreatitis rat model. Turk J Med Sci 2021; 51:2734-2740. [PMID: 34247466 PMCID: PMC8742498 DOI: 10.3906/sag-2103-134] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 07/10/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Currently, there is not any specific treatment for chronic pancreatitis (CP). It was aimed to investigate the effects of melatonin administration on endoplasmic reticulum (ER) stress, oxidative stress, fibrosis, biochemical and histopathological parameters, and Abcc2,Abcc5, and Abcg2 gene levels in an experimental rat CP model. METHODS Forty rats were randomized into five groups: Sham, CP, CP+25 mg/kg melatonin, CP+50 mg/kg melatonin, and CP+placebo. In all rats, except the sham group, a model of chronic pancreatitis was accomplished with intraperitoneal caerulein administration. In treatment groups, melatonin was used as a therapeutic agent. Serum TGF-β, TNF-α, MDA and GPx levels were studied. Pancreatic tissues were evaluated histopathologically. The expression levels of αSma,IR1α,Perk,Abcc2,Abcc5, and Abcg2 genes were measured with the qRT-PCR. RESULTS Biochemical results of the melatonin groups exhibited favorable changes compared to the CP and placebo groups. αSma,IR1α,Perk expression levels were significantly lower in the melatonin groups. The expression levels of Abcc2, Abcc5, and Abcg2 were significantly higher in the CP group compared to the sham group, and these gene levels were significantly lower in the melatonin groups compared to the CP group (p < 0.01, p < 0.05, p < 0.05, respectively). DISCUSSION In light of these favorable positive results, melatonin may be a useful preventive agent in the course of CP.
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Affiliation(s)
- Esra GÜZEL TANOĞLU
- Department of Molecular Biology and Genetics, Institution of Hamidiye Medical Sciences, University of Health Sciences Turkey, İstanbulTurkey
- Experimental Medicine Research and Application Center, University of Health Sciences Turkey, İstanbulTurkey
| | - Alpaslan TANOĞLU
- Department of Gastroenterology, Sultan Abdulhamid Han Training and Research Hospital, University of Health Sciences Turkey, İstanbulTurkey
| | | | - Muhammed Fevzi ESEN
- Department of Health Information Systems, Institution of Hamidiye Medical Sciences, University of Health Sciences Turkey, İstanbulTurkey
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Rim D, Kaye A, Choi C, Ahlawat S. Inpatient Outcomes of Acute Pancreatitis Among Patients With Systemic Lupus Erythematosus: A Nationwide Analysis. Cureus 2021; 13:e16349. [PMID: 34306896 PMCID: PMC8279928 DOI: 10.7759/cureus.16349] [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] [Accepted: 07/12/2021] [Indexed: 11/20/2022] Open
Abstract
Objectives This study explores the characteristics and outcomes, including inpatient mortality, length of stay, and pancreatitis complications in patients hospitalized with acute pancreatitis (AP) with coexisting systemic lupus erythematosus (SLE). Methods Patients hospitalized with AP from the National Inpatient Sample from 2014 were selected. Patient characteristics and outcomes of AP were compared between the groups with and without SLE. Age, sex, race, Elixhauser Comorbidity Index (ECI), and etiologies of pancreatitis were measured. The outcomes of interest were inpatient mortality, length of stay, and complications, including respiratory failure, acute renal failure, myocardial infarction, hypotensive shock, sepsis, stroke, and ileus. Chi-squared tests and independent t-tests were used to compare proportions and means, respectively. Multivariate logistic regression analysis was performed to determine if SLE is an independent predictor for the outcomes, adjusting for age, sex, race, ECI, and etiologies of pancreatitis. Results Among 434,280 AP patients identified in the study, 3,015 patients had SLE. Among patients hospitalized with AP, those with SLE were younger, more likely to be female, more likely to be non-White, had higher ECI, and stayed longer in the hospital. Patients without SLE were more likely to have a history of cholelithiasis, alcohol abuse, and hypertriglyceridemia. AP patients presenting with SLE were at higher risk for respiratory failure, acute renal failure, hypotensive shock, stroke, and sepsis. Higher inpatient mortality was also associated with coexisting SLE. Conclusions Patients admitted for AP with SLE have worse outcomes compared to those without SLE. Understanding the potential effects of SLE on AP and optimizing patient care in this population accordingly may improve the quality of care and outcomes.
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Affiliation(s)
- Daniel Rim
- Internal Medicine, Rutgers University, Newark, USA
| | | | | | - Sushil Ahlawat
- Gastroenterology and Hepatology, Rutgers University, Newark, USA
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12
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Garcia SC, Toolis M, Ubels M, Mollah T, Paul E, Pandey A, Thia B, Wong T, Tiruvoipati R. Comparison of clinical characteristics and outcomes between alcohol-induced and gallstone-induced acute pancreatitis: An Australian retrospective observational study. SAGE Open Med 2021; 9:20503121211030837. [PMID: 34290866 PMCID: PMC8274077 DOI: 10.1177/20503121211030837] [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: 03/18/2021] [Accepted: 06/18/2021] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVES To compare the characteristics and outcomes of patients presenting to hospital with alcohol-induced and gallstone-induced acute pancreatitis. METHODS Retrospective study of all patients with alcohol-induced or gallstone-induced pancreatitis during the period 1 June 2012 to 31 May 2016. The primary outcome measure was hospital mortality. Secondary outcome measures included hospital length of stay, requirements for intensive care unit admission, intensive care unit mortality, mechanical ventilation, renal replacement therapy, requirement of inotropes and total parenteral nutrition. RESULTS A total of 642 consecutive patients (49% alcohol; 51% gallstone) were included. No statistically significant differences were found between alcohol-induced and gallstone-induced acute pancreatitis with respect to hospital mortality, requirement for intensive care unit admission, intensive care unit mortality and requirement for mechanical ventilation, renal replacement therapy, inotropes or total parenteral nutrition. There was significant difference in hospital length of stay (3.07 versus 4.84; p < 0.0001). On multivariable regression analysis, Bedside Index of Severity in Acute Pancreatitis score (estimate: 0.393; standard error: 0.058; p < 0.0001) and admission haematocrit (estimate: 0.025; standard error: 0.008; p = 0.002) were found to be independently associated with prolonged hospital length of stay. CONCLUSION Hospital mortality did not differ between patients with alcohol-induced and gallstone-induced acute pancreatitis. The duration of hospital stay was longer with gallstone-induced pancreatitis. Bedside Index of Severity in Acute Pancreatitis score and admission haematocrit were independently associated with hospital length of stay.
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Affiliation(s)
| | - Michael Toolis
- Department of Intensive Care Medicine, Frankston Hospital, Frankston, VIC, Australia
| | - Max Ubels
- Department of Intensive Care Medicine, Frankston Hospital, Frankston, VIC, Australia
| | - Taha Mollah
- Department of Intensive Care Medicine, Frankston Hospital, Frankston, VIC, Australia
| | - Eldho Paul
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
- ANZIC-RC, Department of Epidemiology & Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Ashish Pandey
- Department of Intensive Care Medicine, Frankston Hospital, Frankston, VIC, Australia
| | - Brandon Thia
- Department of Intensive Care Medicine, Frankston Hospital, Frankston, VIC, Australia
| | - Tricia Wong
- Department of Intensive Care Medicine, Frankston Hospital, Frankston, VIC, Australia
| | - Ravindranath Tiruvoipati
- Department of Intensive Care Medicine, Frankston Hospital, Frankston, VIC, Australia
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
- ANZIC-RC, Department of Epidemiology & Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
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13
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Wu Q, Wang J, Qin M, Yang H, Liang Z, Tang G. Accuracy of conventional and novel scoring systems in predicting severity and outcomes of acute pancreatitis: a retrospective study. Lipids Health Dis 2021; 20:41. [PMID: 33906658 PMCID: PMC8080352 DOI: 10.1186/s12944-021-01470-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 04/20/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Recently, several novel scoring systems have been developed to evaluate the severity and outcomes of acute pancreatitis. This study aimed to compare the effectiveness of novel and conventional scoring systems in predicting the severity and outcomes of acute pancreatitis. METHODS Patients treated between January 2003 and August 2020 were reviewed. The Ranson score (RS), Glasgow score (GS), bedside index of severity in acute pancreatitis (BISAP), pancreatic activity scoring system (PASS), and Chinese simple scoring system (CSSS) were determined within 48 h after admission. Multivariate logistic regression was used for severity, mortality, and organ failure prediction. Optimum cutoffs were identified using receiver operating characteristic curve analysis. RESULTS A total of 1848 patients were included. The areas under the curve (AUCs) of RS, GS, BISAP, PASS, and CSSS for severity prediction were 0.861, 0.865, 0.829, 0.778, and 0.816, respectively. The corresponding AUCs for mortality prediction were 0.693, 0.736, 0.789, 0.858, and 0.759. The corresponding AUCs for acute respiratory distress syndrome prediction were 0.745, 0.784, 0.834, 0.936, and 0.820. Finally, the corresponding AUCs for acute renal failure prediction were 0.707, 0.734, 0.781, 0.868, and 0.816. CONCLUSIONS RS and GS predicted severity better than they predicted mortality and organ failure, while PASS predicted mortality and organ failure better. BISAP and CSSS performed equally well in severity and outcome predictions.
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Affiliation(s)
- Qing Wu
- Department of Gastroenterology, the Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jie Wang
- Department of Gastroenterology, the Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Mengbin Qin
- Department of Gastroenterology, the Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Huiying Yang
- Department of Gastroenterology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Zhihai Liang
- Department of Gastroenterology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Guodu Tang
- Department of Gastroenterology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China.
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Alberti P, Pando E, Mata R, Vidal L, Roson N, Mast R, Armario D, Merino X, Dopazo C, Blanco L, Caralt M, Gomez C, Balsells J, Charco R. Evaluation of the modified computed tomography severity index (MCTSI) and computed tomography severity index (CTSI) in predicting severity and clinical outcomes in acute pancreatitis. J Dig Dis 2021; 22:41-48. [PMID: 33184988 DOI: 10.1111/1751-2980.12961] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 10/12/2020] [Accepted: 11/09/2020] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Our main purpose was to compare the modified computed tomography severity index (MCTSI), computed tomography severity index (CTSI), and acute physiological and chronic health evaluation (APACHE)-II predictions regarding severity according to the revised Atlanta classification 2012 and local complications in acute pancreatitis in a consecutive prospective cohort. METHODS One hundred and forty-nine patients diagnosed with acute pancreatitis were prospectively enrolled. APACHE-II, MCTSI, and CTSI were calculated for all cases. Severity parameters included persistent organ or multiorgan failure, length of hospitalization, the need for intensive care, death, and local complications (intervention against necrosis and infected necrosis). Area under the receiver operating characteristic curve (AUROC) was calculated and the value of scoring systems was compared. RESULTS Both CTSI and MCTSI were associated significantly with all the evaluated severity parameters and showed a correlation between imaging severity and the worst clinical outcomes. Persistent organ failure, persistent multiorgan failure, and death were found in 30 (20.1%), 20 (13.4%), and 13 (8.7%) patients, respectively. The most common extrapancreatic finding was pleural effusion in 76 (51.0%) patients. The AUROC for CTSI was higher for predicting persistent organ failure (0.749, 95% confidence interval [CI] 0.640-0.857), death (AUROC 0.793, 95% CI 0.650-0.936), intervention against necrosis (AUROC 0.862, 95% CI 0.779-0.945), and infected necrosis (AUROC 0.883, 95% CI 0.882-0.930). CONCLUSIONS CT indexes outperformed the classic APACHE-II score for evaluating severity parameters in acute pancreatitis, with a slight advantage of CTSI over MCTSI. CTSI accurately predicted pancreatic infections and the need for intervention.
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Affiliation(s)
- Piero Alberti
- Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Elizabeth Pando
- Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Rodrigo Mata
- Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Laura Vidal
- Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Nuria Roson
- Department or Radiodiagnostic, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Richard Mast
- Department or Radiodiagnostic, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - David Armario
- Department or Radiodiagnostic, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Xavier Merino
- Department or Radiodiagnostic, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Cristina Dopazo
- Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Laia Blanco
- Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Mireia Caralt
- Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Concepción Gomez
- Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Joaquim Balsells
- Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Barcelona, Spain
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