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Al Hussan M, Qiao S, Abuheit EMI, Abdun MA, Al Mahamid M, Guo H, Zheng F, Nobah AMAM. The Role of C-reactive Protein and Procalcitonin in Predicting the Occurrence of Pancreatic Fistula in Patients who Underwent Laparoscopic Pancreaticoduodenectomy: a Retrospective Study. Zentralbl Chir 2023; 148:508-515. [PMID: 37798903 DOI: 10.1055/a-2157-7550] [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: 10/07/2023]
Abstract
The occurrence of postoperative pancreatic fistula following laparoscopic pancreaticoduodenectomy (LPD) is a significant concern, yet there is currently a lack of consensus on reliable predictive methods for this complication. Therefore, the aim of this study was to assess the clinical significance of C-reactive protein (CRP) and procalcitonin (PCT) values and their reliability in early predicting the development of clinically relevant pancreatic fistula (CRPF) following LPD.A retrospective analysis was conducted using data from 120 patients who had LPD between September 2019 and December 2021. Preoperative assessment data, standard patients' demographic and clinicopathological characteristics, intra- and postoperative evaluation, as well as postoperative laboratory values on postoperative days (PODs) 1, 3, and 7, including white blood cells (WBCs), CRP, and PCT, were prospectively recorded on a dedicated database. Two clinicians separately collected and cross-checked all of the data.Among 120 patients [77 men (64%), 43 women (36%], CRPF occurred in 15 patients (11 grade B and 4 grade C fistulas). The incidence rate of CRPF was 12.3%. A comparison of the median values of WBCs, PCT, and CRP across the two groups revealed that the CRPF group had higher values on most PODs than the non-CRPF group. Receiver operating characteristic (ROC) analysis was used to calculate the area under the curve (AUC) and cutoff values. It was discovered that POD 3 has the most accurate and significant values for WBCs, CRP, and PCT. According to the ROC plots, the AUC for WBCs was 0.842, whereas the AUC for PCT was 0.909. As for CRP, the AUC was 0.941 (95% CI 0.899-0.983, p < 0.01) with a cutoff value of 203.45, indicating a sensitivity of 93.3% and specificity of 91.4%.Both CRP and PCT can be used to predict the early onset of CRPF following LPD, with CRP being slightly superior on POD 3.
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Affiliation(s)
- Maher Al Hussan
- Hepatobiliary Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou City, China
| | - Shishi Qiao
- Hepatobiliary Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou City, China
| | - Ezaldin M I Abuheit
- Cardiovascular Department, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Mohammed Awadh Abdun
- Hepatobiliary Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou City, China
| | - Mohamad Al Mahamid
- Hepatobiliary Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou City, China
| | - Huahu Guo
- Hepatobiliary Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou City, China
| | - Fengyu Zheng
- Hepatobiliary Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou City, China
| | - Ali Mansour Ali Mi Nobah
- Cardiovascular Department, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Zhou Q, He W, liu Y, liao B, Liang Y, Mo B, Yin S, Tang W, Shi Y, Xia Y. Drainage volume on postoperative day one to predict clinically relevant postoperative pancreatic fistula following distal pancreatectomy. BMC Surg 2022; 22:297. [PMID: 35909183 PMCID: PMC9341036 DOI: 10.1186/s12893-022-01748-z] [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: 03/26/2022] [Accepted: 07/28/2022] [Indexed: 11/29/2022] Open
Abstract
Background The purpose of this study was to determine how the drain fluid volume on the first day after surgery (DFV 1) can be used to predict clinically relevant post-operative pancreatic fistula following distal pancreatectomy (DP). Method A retrospective analysis of 175 patients who underwent distal pancreatectomy in hepatobiliary surgery at Chengdu 363 Hospital (China) from January 2015 to January 2021 has been performed. Depending on the presence of pancreatic fistula, all patients were divided into two groups: POPF and non-POPF. The clinical factors were analyzed using SPSS 17.0 and Medcalc software. In order to assess the effectiveness of DFV 1 in predicting POPF after surgery, ROC curves were used to calculate its cut-off point,, which yielded sensitivity and negative predictive value of 100% for excluding POPF. Result Of the 175 patients who underwent distal pancreatectomy, the incidence of overall pancreatic fistula was 36%, but the rate of clinically significant (grade B and C) fistula, as defined by the International Study Group on Pancreatic Fistula, 30 was only 17.1% (28 grade B and 2 grade C fistula). The results from univariate and multivariate logistic regression analysis showed that drain fluid volume on the first postoperative day (OR = 0.95, P = 0.03), drainage fluid amylase level on POD1 (OR = 0.99, P = 0.01) and the preoperative ALT level (OR = 0.73, P = 0.02) were independent risk factors associated with CR-POPF. Receiver operating characteristic (ROC) curve analysis revealed that a drainage volume of 156 mL within 24 h and an amylase greater than 3219.2 U/L on the first postoperative day were the optimal thresholds associated with complications. Conclusion After distal pancreatectomy, the drainage volume on the first postoperative day can predict the presence of a clinically relevant pancreatic fistula.
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Sakamoto A, Funamizu N, Ito C, Iwata M, Shine M, Uraoka M, Nagaoka T, Matsui T, Nishi Y, Tamura K, Sakamoto K, Ogawa K, Takada Y. Postoperative arterial lactate levels can predict postoperative pancreatic fistula following pancreaticoduodenectomy: A single cohort retrospective study. Pancreatology 2022; 22:651-655. [PMID: 35487869 DOI: 10.1016/j.pan.2022.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 03/18/2022] [Accepted: 04/04/2022] [Indexed: 12/11/2022]
Abstract
BACKGROUND /Objectives: Postoperative pancreatic fistula (POPF) is a serious complication after pancreaticoduodenectomy (PD). Thus, identification of the risk factors for POPF is urgently needed. In this study, we aimed to identify whether arterial lactate (LCT) levels following PD might be a marker of the potential risk of POPF. METHODS Between September 2009 and December 2020, 151 patients who underwent elective PD were retrospectively enrolled. Patient characteristics, perioperative clinicopathological variables, postoperative blood biochemistry data were analyzed in univariable and multivariable analyses. Pancreatic fistula of Grade B and C was considered as POPF. RESULTS Patients were divided into the POPF group (n = 33, 21.9%) and non-POPF group (n = 118, 78.1%). Higher body mass index (p = 0.017), increased estimated blood loss (p = 0.047), soft textured pancreas (p = 0.007), smaller main pancreatic duct (p = 0.016), higher LCT levels (p < 0.001), higher aspartate aminotransferase levels (p = 0.023) and higher procalcitonin levels (p = 0.024) were significantly associated with POPF. Receiver operating characteristic curve analysis revealed that 2.1 mmol/L was the optimal cut-off value of LCT (sensitivity = 78.8%, specificity = 61.2%) for predicting POPF occurrence. Univariate and multivariate analyses confirmed that an LCT of ≥2.1 mmol/L was independently associated with the risk of POPF following PD (odds ratio = 6.78, 95% confidence interval = 2.22-20.74; p = 0.001). CONCLUSIONS Higher LCT is a predictive marker for POPF following PD.
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Affiliation(s)
- Akimasa Sakamoto
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
| | - Naotake Funamizu
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan.
| | - Chihiro Ito
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
| | - Miku Iwata
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
| | - Mikiya Shine
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
| | - Mio Uraoka
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
| | - Tomoyuki Nagaoka
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
| | - Takashi Matsui
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
| | - Yusuke Nishi
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
| | - Kei Tamura
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
| | - Katsunori Sakamoto
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
| | - Kohei Ogawa
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
| | - Yasutsugu Takada
- Department of Hepato-Biliary-Pancreatic and Breast Surgery, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, Japan
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Chen G, Yi H, Zhang J. Diagnostic value of C-reactive protein and procalcitonin for postoperative pancreatic fistula following pancreatoduodenectomy: a systematic review and meta-analysis. Gland Surg 2021; 10:3252-3263. [PMID: 35070885 PMCID: PMC8749087 DOI: 10.21037/gs-21-658] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 10/29/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND C-reactive protein (CRP) and procalcitonin (PCT) have recently been used to diagnose and screen for postoperative pancreatic fistula (POPF) following pancreatoduodenectomy (PD), but their reliability is still unclear. Our study aims to assess the efficacy of CRP and PCT in the diagnosis of POPF after PD. METHODS Electronic databases such as PubMed, Excerpta Medica (EMBASE), the Web of Science (WOS) and the China National Knowledge Infrastructure (CNKI) were used to search for studies and full-text articles that assessed the diagnostic efficacy of CRP and PCT for POPF. Review Manager 5.4 and STATA 14.0 were used to estimate the pooled diagnostic value of CRP and PCT. Sensitivity analyses and Deeks' funnel plot tests were conducted on the selected studies. RESULTS Twenty studies that satisfied the established selection criteria were chosen. Both CRP and PCT were shown to be highly effective in diagnosing POPF, each with a high area under the curve (AUC). The AUC of CRP on postoperative day (POD) 4 had a value of 0.86, with a sensitivity and specificity of 0.85 and 0.69, respectively. The AUC of PCT on POD 5 had a value of 0.87, with a sensitivity and specificity of 0.84 and 0.74, respectively. DISCUSSION Our research supports the hypothesis that CRP and PCT are valuable diagnostic tools for predicting POPF, especially given the CRP levels on POD 4 and PCT levels on POD 5. Limited by the small number of the studies analyzed herein, we recommend that more randomized controlled trials be performed to verify our conclusions.
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Affiliation(s)
- Guoli Chen
- Department of General Surgery 1, Affiliated Hospital of Chengde Medical College, Chengde, China
| | - Haizhao Yi
- Department of General Surgery 1, Affiliated Hospital of Chengde Medical College, Chengde, China
| | - Jinguang Zhang
- Department of Surgery, Longhua County Hospital, Chengde, China
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Zhang JY, Huang J, Zhao SY, Liu X, Xiong ZC, Yang ZY. Risk Factors and a New Prediction Model for Pancreatic Fistula After Pancreaticoduodenectomy. Risk Manag Healthc Policy 2021; 14:1897-1906. [PMID: 34007227 PMCID: PMC8121671 DOI: 10.2147/rmhp.s305332] [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: 02/18/2021] [Accepted: 04/15/2021] [Indexed: 01/03/2023] Open
Abstract
Aim In order to find the risk factors of postoperative pancreatic fistula (POPF) after pancreaticoduodenectomy (PD) according to the latest definition and grading system of International Study Group of Pancreatic Surgery (ISGPS) (version 2016) and propose a nomogram for predicting POPF. Methods We conducted a retrospective analysis of 232 successive cases of PD performed at our hospital by the same operator from August 2012 to June 2020. POPF was diagnosed in accordance with the latest definition of pancreatic fistula from the ISGPS. The risk factors of POPF were analyzed by univariate and multivariate logistic regression analysis. A nomogram model to predict the risk of POPF was constructed based on significant factors. Results There were 18 cases of POPF, accounting for 7.8% of the total. Among them, 17 cases were classified into ISGPF grade B and 1 case was classified into ISGPF grade C. In addition, 35 cases were classified into biochemical leak. Univariate and multivariate analysis showed that hypertension, non-diabetes, no history of abdominal surgery, antecolic gastrojejunostomy and soft pancreas were independent risk factors of POPF. Based on significant factors, a nomogram is plotted to predict the risk of POPF. The C-index of this nomogram to assess prediction accuracy was 0.916 (P < 0.001) indicating good prediction performance. Conclusion Hypertension, non-diabetes, no history of abdominal surgery, antecolic gastrojejunostomy and soft pancreas were independent risk factors of POPF. Meanwhile, a nomogram for predicting POPF with good test performance and discriminatory capacity was constituted.
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Affiliation(s)
- Jia-Yu Zhang
- Graduate School of Peking Union Medical College, Beijing, 100730, People's Republic of China.,Department of General Surgery, China-Japan Friendship Hospital, Beijing, 100029, People's Republic of China
| | - Jia Huang
- Department of General Surgery, China-Japan Friendship Hospital, Beijing, 100029, People's Republic of China
| | - Su-Ya Zhao
- Beijing University of Chinese Medicine, Beijing, 100029, People's Republic of China
| | - Xin Liu
- Graduate School of Tianjin Medical University, Tianjin, 300041, People's Republic of China
| | - Zhen-Cheng Xiong
- Institute of Medical Technology, Peking University Health Science Center, Beijing, 100029, People's Republic of China
| | - Zhi-Ying Yang
- Graduate School of Peking Union Medical College, Beijing, 100730, People's Republic of China.,Department of General Surgery, China-Japan Friendship Hospital, Beijing, 100029, People's Republic of China
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Lin Z, Tang B, Cai J, Wang X, Li C, Tian X, Yang Y, Wang X. Preoperative prediction of clinically relevant postoperative pancreatic fistula after pancreaticoduodenectomy. Eur J Radiol 2021; 139:109693. [PMID: 33857829 DOI: 10.1016/j.ejrad.2021.109693] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Revised: 03/06/2021] [Accepted: 03/30/2021] [Indexed: 12/28/2022]
Abstract
OBJECTIVES To develop a radiomics model and a combined model for preoperative prediction of clinically relevant postoperative pancreatic fistula (CR-POPF) in patients undergoing pancreaticoduodenectomy and to compare the predictive performance of the two models with the traditional Fistula Risk Score system. METHODS A total of 250 patients who underwent pancreaticoduodenectomy (PD) with preoperative computed tomography (CT) were divided into a training set (n = 175) and validation set (n = 75). The pancreatic area was automatically segmented on the portal venous phase CT images using a 3D U-Net segmentation model. A radiomics model was developed using radiomics features extracted from the volume of interest (VOI) and a combined model was developed using radiomics features, demographic information and radiological features. The FRS was also used to predict POPF. The predictive performance of the prediction models was assessed using receiver operating characteristic (ROC) curves, calibration curves and decision curve analysis (DCA). RESULTS Eleven and 18 features were extracted for the radiomics model and combined model, respectively. The combined model showed excellent predictive value, with an AUC of 0.871 (95 %CI 0.816,0.926) and 0.869 (95 %CI 0.779,0.958) in the training cohort and validation cohort, respectively. Calibration curves and DCA showed that the combined model outperformed the traditional FRS system and radiomics model. CONCLUSION The combined model exhibited excellent predictive performance and outperformed the traditional FRS system and radiomics model in the preoperative prediction of CR-POPF.
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Affiliation(s)
- Ziying Lin
- Department of Radiology, Peking University First Hospital, Beijing, 100034, China
| | - Bingjun Tang
- Department of General Surgery, Peking University First Hospital, Beijing, 100034, China
| | - Jinxiu Cai
- Department of Radiology, Peking University First Hospital, Beijing, 100034, China
| | - Xiangpeng Wang
- Beijing Smart Tree Medical Technology Co. Ltd., Beijing, 100011, China
| | - Changxin Li
- Beijing Smart Tree Medical Technology Co. Ltd., Beijing, 100011, China
| | - Xiaodong Tian
- Department of General Surgery, Peking University First Hospital, Beijing, 100034, China
| | - Yinmo Yang
- Department of General Surgery, Peking University First Hospital, Beijing, 100034, China.
| | - Xiaoying Wang
- Department of Radiology, Peking University First Hospital, Beijing, 100034, China.
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Vasavada B, Patel H. Postoperative serum procalcitonin versus C-reactive protein as a marker of postoperative infectious complications in pancreatic surgery: a meta-analysis. ANZ J Surg 2021; 91:E260-E270. [PMID: 33576156 DOI: 10.1111/ans.16639] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 01/07/2021] [Accepted: 01/19/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Aim of this meta-analysis was to compare diagnostic accuracy C-reactive protein and procalcitonin between postoperative days 3 and 5 to predict infectious complications post pancreatic surgery. METHODS A systemic literature search was performed using MEDLINE, EMBASE and SCOPUS to identify studies evaluating the diagnostic accuracy of procalcitonin and C-reactive protein to predict infectious complications between postoperative days 3 and 5 following pancreatic surgery. A meta-analysis was performed using random-effect model and pooled predictive parameters. RESULTS Fifteen studies consisting of 2212 patients were included in the final meta-analysis. Pooled sensitivity, specificity, area under curve and diagnostic odds ratio (DOR) for day 3 C-reactive protein were 62%, 67%, 0.772 and 6.54, respectively. Pooled sensitivity, specificity, area under curve and DOR for day 3 procalcitonin were 74%, 79%, 0.8453 and 11.03, respectively. Sensitivity, specificity, area under the curve and DOR for day 4 C-reactive protein were 60%, 68%, 0.8022 and 11.90, respectively. Sensitivity, specificity and DOR of postoperative day 5 procalcitonin level for predicting infectious complications were 83%, 70% and 12.9, respectively. Pooled sensitivity, specificity, Area Under Receiver Operating Curve and DOR were 50%, 70%, 0.777 and 10.19, respectively. CONCLUSION Postoperative procalcitonin is a better marker to predict postoperative infectious complications after pancreatic surgeries.
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Affiliation(s)
- Bhavin Vasavada
- Department of Hepatobiliary and Liver Transplant Surgery, Shalby Hospitals, Ahmedabad, India
| | - Hardik Patel
- Department of Hepatobiliary and Liver Transplant Surgery, Shalby Hospitals, Ahmedabad, India
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