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Thobie A, Robin F, Menahem B, Lubrano J, Boudjema K, Alves A, Dejardin O, Sulpice L. Influence of Hemorrhagic Complications of Pancreatoduodenectomy in Patients with Cancer on Short- and Long-Term Mortality. J Clin Med 2023; 12:jcm12082852. [PMID: 37109189 PMCID: PMC10143756 DOI: 10.3390/jcm12082852] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 03/27/2023] [Accepted: 04/07/2023] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND With a mortality rate of up to 30%, post-pancreatectomy hemorrhage (PPH) remains a serious complication after pancreatoduodenectomy (PD) for cancer. Little is known about the long-term survival of patients after PPH. This retrospective study aimed to evaluate the impact of PPH on long-term survival after PD. METHODS The study included 830 patients (PPH, n = 101; non-PPH, n = 729) from two centers, who underwent PD for oncological indications. PPH was defined as any bleeding event occurring within 90 days after surgery. A flexible parametric survival model was used to determine the evolution of the risk of death over time. RESULTS At postoperative day 90, PPH significantly increased the mortality rate (PPH vs. non-PPH: 19.8% vs. 3.7%, p < 0.0001) and severe postoperative complication rate (85.1% vs. 14.1%, p < 0.0001), and decreased median survival (18.6 months vs. 30.1 months, p = 0.0001). PPH was associated with an increased mortality risk until the sixth postoperative month. After this 6-month period, PPH had no more influence on mortality. CONCLUSIONS PPH had a negative impact on the short-term overall survival beyond postoperative day 90 and up to six months after PD. However, compared to non-PPH patients, this adverse event had no impact on mortality after a 6-month period.
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Affiliation(s)
- Alexandre Thobie
- Department of Digestive Surgery, University Hospital of Caen, CS 30001, CEDEX 9, 14033 Caen, France
- "ANTICIPE" U1086 INSERM, Team Ligue Contre le Cancer, Centre François Baclesse, University of Caen Normandy, 14000 Caen, France
| | - Fabien Robin
- Department of Digestive Surgery, University Hospital of Rennes, 35000 Rennes, France
| | - Benjamin Menahem
- Department of Digestive Surgery, University Hospital of Caen, CS 30001, CEDEX 9, 14033 Caen, France
- "ANTICIPE" U1086 INSERM, Team Ligue Contre le Cancer, Centre François Baclesse, University of Caen Normandy, 14000 Caen, France
| | - Jean Lubrano
- Department of Digestive Surgery, University Hospital of Caen, CS 30001, CEDEX 9, 14033 Caen, France
| | - Karim Boudjema
- Department of Digestive Surgery, University Hospital of Rennes, 35000 Rennes, France
| | - Arnaud Alves
- Department of Digestive Surgery, University Hospital of Caen, CS 30001, CEDEX 9, 14033 Caen, France
- "ANTICIPE" U1086 INSERM, Team Ligue Contre le Cancer, Centre François Baclesse, University of Caen Normandy, 14000 Caen, France
| | - Olivier Dejardin
- "ANTICIPE" U1086 INSERM, Team Ligue Contre le Cancer, Centre François Baclesse, University of Caen Normandy, 14000 Caen, France
- Department of Clinical Research, University Hospital of Caen, 14000 Caen, France
| | - Laurent Sulpice
- Department of Digestive Surgery, University Hospital of Rennes, 35000 Rennes, France
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Liu R, Cai Y, Cai H, Lan Y, Meng L, Li Y, Peng B. Dynamic prediction for clinically relevant pancreatic fistula: a novel prediction model for laparoscopic pancreaticoduodenectomy. BMC Surg 2021; 21:7. [PMID: 33397337 PMCID: PMC7784027 DOI: 10.1186/s12893-020-00968-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 11/17/2020] [Indexed: 02/08/2023] Open
Abstract
Background With the recent emerge of dynamic prediction model on the use of diabetes, cardiovascular diseases and renal failure, and its advantage of providing timely predicted results according to the fluctuation of the condition of the patients, we aim to develop a dynamic prediction model with its corresponding risk assessment chart for clinically relevant postoperative pancreatic fistula after laparoscopic pancreaticoduodenectomy by combining baseline factors and postoperative time-relevant drainage fluid amylase level and C-reactive protein-to-albumin ratio. Methods We collected data of 251 patients undergoing LPD at West China Hospital of Sichuan University from January 2016 to April 2019. We extracted preoperative and intraoperative baseline factors and time-window of postoperative drainage fluid amylase and C-reactive protein-to-albumin ratio relevant to clinically relevant pancreatic fistula by performing univariate and multivariate analyses, developing a time-relevant logistic model with the evaluation of its discrimination ability. We also established a risk assessment chart in each time-point. Results The proportion of the patients who developed clinically relevant postoperative pancreatic fistula after laparoscopic pancreaticoduodenectomy was 7.6% (19/251); preoperative albumin and creatine levels, as well as drainage fluid amylase and C-reactive protein-to-albumin ratio on postoperative days 2, 3, and 5, were the independent risk factors for clinically relevant postoperative pancreatic fistula. The cut-off points of the prediction value of each time-relevant logistic model were 14.0% (sensitivity: 81.9%, specificity: 86.5%), 8.3% (sensitivity: 85.7%, specificity: 79.1%), and 7.4% (sensitivity: 76.9%, specificity: 85.9%) on postoperative days 2, 3, and 5, respectively, the area under the receiver operating characteristic curve was 0.866 (95% CI 0.737–0.996), 0.896 (95% CI 0.814–0.978), and 0.888 (95% CI 0.806–0.971), respectively. Conclusions The dynamic prediction model for clinically relevant postoperative pancreatic fistula has a good to very good discriminative ability and predictive accuracy. Patients whose predictive values were above 14.0%, 8.3%, and 7.5% on postoperative days 2, 3, and 5 would be very likely to develop clinically relevant postoperative pancreatic fistula after laparoscopic pancreaticoduodenectomy.
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Affiliation(s)
- Runwen Liu
- West China Clinical Medicine Academy, Sichuan University, Chengdu, China.,Department of Pancreatic Surgery, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan Province, China
| | - Yunqiang Cai
- Department of General Surgery, Chengdu Shangjin Nanfu Hospital, Chengdu, China
| | - He Cai
- Department of Pancreatic Surgery, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan Province, China
| | - Yajia Lan
- West China School of Public Health, SCU, Chengdu, China
| | - Lingwei Meng
- Department of Pancreatic Surgery, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan Province, China.,Department of General Surgery, Chengdu Shangjin Nanfu Hospital, Chengdu, China
| | - Yongbin Li
- Department of General Surgery, Chengdu Shangjin Nanfu Hospital, Chengdu, China
| | - Bing Peng
- Department of Pancreatic Surgery, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan Province, China. .,Department of General Surgery, Chengdu Shangjin Nanfu Hospital, Chengdu, China.
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Sato N, Kimura T, Kenjo A, Kofunato Y, Okada R, Ishigame T, Watanabe J, Marubashi S. Early intra-abdominal infection following pancreaticoduodenectomy:associated factors and clinical impact on surgical outcome. Fukushima J Med Sci 2020; 66:124-132. [PMID: 32963204 PMCID: PMC7790468 DOI: 10.5387/fms.2020-11] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Early intra-abdominal infection (IAI) following pancreaticoduodenectomy (PD) is an initial event relating to morbidities caused by postoperative pancreatic fistula (POPF). The aims of this study were to determine factors associated with IAI, and to investigate its impact on postoperative outcome. Consecutive patients, 113 in total, who underwent PD at Fukushima Medical University Hospital between January 2012 and September 2017 were included in this retrospective study. IAI was defined by positive bacterial culture from intra-abdominal drainage fluid any time through postoperative day 3 (POD3). Logistic regression analysis was used to identify the relevant factors associated with IAI. The clinical impact of the POD3 infection indicators related to POPF were assessed by multivariate analysis. The incidence of IAI, POPF, and mortality were 36.1%, 36.1%, and 0%, respectively. Independent factors associated with IAI were preoperative biliary drainage (PBD) (OR = 2.91, CI = 1.16-7.33, p = 0.023) and soft pancreas (OR = 8.67, CI = 2.37-31.77, p = 0.001). Among infection markers on POD3, the significant factors for POPF were CRP (OR = 1.18, CI = 1.08-1.30, p < 0.001), IAI (OR = 7,37, CI = 2.53-21.5, p < 0.001), and drain amylase (OR = 1.00, CI = 1.00-1.01, p = 0.001). In conclusion, PBD, soft pancreas, and higher age were associated with IAI. IAI has a significantly negative impact on postoperative outcome.
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Affiliation(s)
- Naoya Sato
- Department of Hepato-Biliary-Pancreatic and Transplant Surgery, Fukushima Medical University
| | - Takashi Kimura
- Department of Hepato-Biliary-Pancreatic and Transplant Surgery, Fukushima Medical University
| | - Akira Kenjo
- Department of Hepato-Biliary-Pancreatic and Transplant Surgery, Fukushima Medical University
| | - Yasuhide Kofunato
- Department of Hepato-Biliary-Pancreatic and Transplant Surgery, Fukushima Medical University
| | - Ryo Okada
- Department of Hepato-Biliary-Pancreatic and Transplant Surgery, Fukushima Medical University
| | - Teruhide Ishigame
- Department of Hepato-Biliary-Pancreatic and Transplant Surgery, Fukushima Medical University
| | - Junichiro Watanabe
- Department of Hepato-Biliary-Pancreatic and Transplant Surgery, Fukushima Medical University
| | - Shigeru Marubashi
- Department of Hepato-Biliary-Pancreatic and Transplant Surgery, Fukushima Medical University
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Gong L, Huang X, Wang L, Xiang C. The effect of preoperative biliary stents on outcomes after pancreaticoduodenectomy: A meta-analysis. Medicine (Baltimore) 2020; 99:e22714. [PMID: 33080724 PMCID: PMC7571999 DOI: 10.1097/md.0000000000022714] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Whether biliary drainage should be performed before surgery in jaundiced patients is a topic of debate. Published studies on the effect of preoperative biliary drainage show great discrepancies in their conclusions, and the use of different drainage methods is an important factor. The aim of the present study was to investigate the effect of preoperative biliary stents (PBS) on postoperative outcomes in patients following pancreaticoduodenectomy (PD). METHODS MEDLINE, EMBASE, Science Citation Index Expanded, and the Cochrane database were searched up to October 2019 to identify all published articles related to the topic. A meta-analysis was performed to compare postoperative outcomes in patients with and without PBS. Quality assessment and data extraction from included studies were performed by 2 independent authors. Statistical analysis was performed using RevMan 5.2 software. RESULTS Twenty-seven studies involving 10,445 patients were included in the analysis. Biliary drainage was performed in 5769 patients (PBS group), and the remaining 4676 patients underwent PD directly (direct surgery [DS] group). Overall mortality, severe complications, abdominal hemorrhage, bile leakage, intra-abdominal abscess, and pancreatic fistula were not significantly different between the PBS and DS groups. However, overall morbidity, delayed gastric emptying, and wound infection were significantly higher in the PBS group compared to the DS group. Subgroup analysis indicated that the adverse effect of PBS on postoperative complications was more evident with increased stent proportion. CONCLUSIONS Preoperative biliary stenting increases overall morbidity, delayed gastric emptying, and wound infection rates in patients following PD. Thus, preoperative biliary drainage via stent placement should be avoided in patients waiting for PD.
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Goel N, Nadler A, Reddy S, Hoffman JP, Pitt HA. Biliary microbiome in pancreatic cancer: alterations with neoadjuvant therapy. HPB (Oxford) 2019; 21:1753-1760. [PMID: 31101398 DOI: 10.1016/j.hpb.2019.04.005] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 01/14/2019] [Accepted: 04/10/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Neoadjuvant therapy for pancreatic cancer is being employed more commonly. Most of these patients undergo biliary stenting which results in bacterial colonization and more surgical site infections (SSIs). However, the influence of neoadjuvant therapy on the biliary microbiome has not been studied. METHODS From 2007 to 2017, patients at our institution who underwent pancreatoduodenectomy (PD) and had operative bile cultures were studied. Patient demographics, stent placement, bile cultures, bacterial sensitivities, SSIs and clinically-relevant postoperative pancreatic fistulas (CR-POPF) were analyzed. Patients who underwent neoadjuvant therapy were compared to those who went directly to surgery. Standard statistical analyses were performed. RESULTS Eighty-three patients received neoadjuvant therapy while 89 underwent surgery alone. Patients who received neoadjuvant therapy were more likely to have enterococci (45 vs 22%, p < 0.01), and Klebsiella (37 vs 19%, p < 0.01) in their bile. Resistance to cephalosporins was more common in those who received neoadjuvant therapy (76 vs 60%, p < 0.05). Neoadjuvant therapy did not affect the incidence of SSIs or CR-POPFs. CONCLUSION The biliary microbiome is altered in patients undergoing pancreatoduodenectomy (PD) after neoadjuvant therapy. Most patients undergoing PD with a biliary stent have microorganisms resistant to cephalosporins. Antibiotic prophylaxis in these patients should cover enterococci and gram-negative bacteria.
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Affiliation(s)
- Neha Goel
- Department of Surgery, Fox Chase Cancer Center, USA
| | | | - Sanjay Reddy
- Department of Surgery, Fox Chase Cancer Center, USA
| | | | - Henry A Pitt
- Temple University Health System, USA; Lewis Katz School of Medicine at Temple University, USA.
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Yamamoto T, Satoi S, Fujii T, Yamada S, Yanagimoto H, Yamaki S, Takami H, Hirooka S, Kosaka H, Kotsuka M, Miyara T, Kodera Y. Dual-center randomized clinical trial exploring the optimal duration of antimicrobial prophylaxis in patients undergoing pancreaticoduodenectomy following biliary drainage. Ann Gastroenterol Surg 2018; 2:442-450. [PMID: 30460348 PMCID: PMC6236101 DOI: 10.1002/ags3.12209] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 07/25/2018] [Accepted: 08/09/2018] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVES The aim of this dual-center randomized controlled trial was to determine the optimal duration of antimicrobial prophylaxis in patients treated with pancreaticoduodenectomy (PD) who underwent preoperative biliary drainage (PBD) but were without cholangitis. BACKGROUND Some reports showed that PBD in patients undergoing pancreatectomy increased the rate of perioperative complications. However, no clinical trial has evaluated the optimal duration of antimicrobial prophylaxis with a focus on patients who underwent PD following PBD. METHODS A total of 82 patients who underwent PD between March 2012 and December 2016 were randomly assigned to either a 1-day group (n = 40), in which cefozopran (CZOP) as antimicrobial prophylaxis was given only on the day of surgery, or a 5-day group (n = 42), in which CZOP was given for 5 consecutive days beginning on the day of surgery. We evaluated the incidence of infectious and other complications after PD. RESULTS Outcomes were significantly better in the 1-day group compared with the 5-day group (P < 0.05) in terms of the incidence of overall infectious complications (15% vs 36%, respectively), intra-abdominal abscess (3% vs 21%, respectively), clinically relevant postoperative pancreatic fistula (8% vs 24%, respectively), and Clavien-Dindo grade III-V complications (10% vs 31%, respectively). Duration of postoperative hospital stay was significantly shorter in the 1-day group (10 days vs 15 days, P = 0.018). Anaerobic bacteria and methicillin-resistant cocci were isolated from the drainage fluid only among patients in the 5-day group. CONCLUSION Single-day prophylactic use of CZOP is appropriate for patients who undergo PD following PBD without preoperative cholangitis.
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Affiliation(s)
| | - Sohei Satoi
- Department of SurgeryKansai Medical UniversityHirakataJapan
| | - Tsutomu Fujii
- Department of Surgery and ScienceGraduate School of Medicine and Pharmaceutical Sciences for ResearchUniversity of ToyamaToyamaJapan
| | - Suguru Yamada
- Department of Gastroenterological Surgery (Surgery II)Nagoya University Graduate School of MedicineNagoyaJapan
| | | | - So Yamaki
- Department of SurgeryKansai Medical UniversityHirakataJapan
| | - Hideki Takami
- Department of Gastroenterological Surgery (Surgery II)Nagoya University Graduate School of MedicineNagoyaJapan
| | | | - Hisashi Kosaka
- Department of SurgeryKansai Medical UniversityHirakataJapan
| | - Masaya Kotsuka
- Department of SurgeryKansai Medical UniversityHirakataJapan
| | - Takayuki Miyara
- First Department of Internal MedicineKansai Medical UniversityHirakataJapan
| | - Yasuhiro Kodera
- Department of Gastroenterological Surgery (Surgery II)Nagoya University Graduate School of MedicineNagoyaJapan
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Kaneko T, Imaizumi H, Kida M, Miyata E, Yamauchi H, Okuwaki K, Iwai T, Koizumi W. Influence of cholangitis after preoperative endoscopic biliary drainage on postoperative pancreatic fistula in patients with middle and lower malignant biliary strictures. Dig Endosc 2018; 30:90-97. [PMID: 28475221 DOI: 10.1111/den.12894] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Accepted: 05/01/2017] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIM Preoperative cholangitis after preoperative drainage has been reported to increase postoperative complications, particularly pancreatic fistula. We therefore examined the effects of cholangitis after preoperative endoscopic biliary drainage (EBD) on postoperative pancreatic fistula in patients with middle and lower malignant biliary strictures. METHODS The study group comprised 102 patients who underwent EBD among patients who underwent surgery. RESULTS Of the 102 patients, 33 (32%) had postoperative pancreatic fistulas, and 56 (55%) had preoperative cholangitis after preoperative drainage. Analysis of risk factors for preoperative cholangitis showed that a total bilirubin level of 2.9 mg/dL or higher (hazard ratio [HR], 2.95; 95% confidence interval [CI], 1.223-7.130; P = 0.016) and a surgical waiting time of 29 days or longer (HR, 4.23; 95% CI, 1.681-10.637; P = 0.02) were independent risk factors for cholangitis. Patients with preoperative cholangitis had a significantly higher incidence of pancreatic fistula than did patients without preoperative cholangitis (78.8 vs 21.2%; P = 0.001). Patients with biliary cancer had a significantly higher incidence of pancreatic fistula than did those with pancreatic cancer (72.7 vs 27.2%; P = 0.005). Multivariate analysis showed that preoperative cholangitis (HR, 4.8; 95% CI, 1.785-12.992; P = 0.001) and biliary cancer (HR, 3.5; 95% CI, 1.335-8.942; P = 0.006) were significant independent risk factors for postoperative pancreatic fistula. CONCLUSION Prevention of preoperative cholangitis, a risk factor for postoperative pancreatic fistula, is likely to decrease the incidence of postoperative pancreatic fistula.
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Affiliation(s)
- Toru Kaneko
- Department of Gastroenterology, Kitasato University Hospital, Sagamihara, Japan
| | - Hiroshi Imaizumi
- Department of Gastroenterology, Kitasato University Hospital, Sagamihara, Japan
| | - Mitsuhiro Kida
- Department of Gastroenterology, Kitasato University Hospital, Sagamihara, Japan
| | - Eiji Miyata
- Department of Gastroenterology, Kitasato University Hospital, Sagamihara, Japan
| | - Hiroshi Yamauchi
- Department of Gastroenterology, Kitasato University Hospital, Sagamihara, Japan
| | - Kosuke Okuwaki
- Department of Gastroenterology, Kitasato University Hospital, Sagamihara, Japan
| | - Tomohisa Iwai
- Department of Gastroenterology, Kitasato University Hospital, Sagamihara, Japan
| | - Wasaburo Koizumi
- Department of Gastroenterology, Kitasato University Hospital, Sagamihara, Japan
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Barreto SG, Singh MK, Sharma S, Chaudhary A. Determinants of Surgical Site Infections Following Pancreatoduodenectomy. World J Surg 2015; 39:2557-63. [DOI: 10.1007/s00268-015-3115-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Huang X, Liang B, Zhao XQ, Zhang FB, Wang XT, Dong JH. The effects of different preoperative biliary drainage methods on complications following pancreaticoduodenectomy. Medicine (Baltimore) 2015; 94:e723. [PMID: 25860221 PMCID: PMC4554051 DOI: 10.1097/md.0000000000000723] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
The objective of this study was to investigate the effects of different preoperative biliary drainage (PBD) methods on complications in jaundiced patients following pancreaticoduodenectomy. We retrospectively analyzed 270 extrahepatic bile duct cancer patients who underwent pancreaticoduodenectomy. A total of 170 patients without PBD treatment were defined as the non-PBD group. According to different PBD methods, 45, 18, and 37 patients were classified into the percutaneous transhepatic biliary drainage (PTBD), endoscopic nasobiliary drainage (ENBD), and endoscopic retrograde biliary stent (ERBS) groups, respectively. Clinical characteristics and complications were compared among the 4 groups. Preoperative cholangitis occurred in 14 (8.2%) and 8 (21.6%) patients in the non-PBD and ERBS group, respectively (P = 0.04). Compared with the non-PBD group, delayed gastric emptying (DGE) and wound infection occurred significantly more often in the ERBS group. The incidence of severe complications was significantly lower in the PTBD group than the non-PBD group (P = 0.03). Postoperative hospital stay and complication rates were significantly higher in the ERBS group than the PTBD group. There were no significant differences in complications between ENBD and other groups. In conclusion, PTBD can improve surgical outcomes by reducing severe complication rate in jaundiced patients following pancreaticoduodenectomy. ERBS increased the rates of DGE and wound infection due to high incidence of cholangitis before operative intervention and should be avoided. ENBD carried no special effect on complications and needs further analysis.
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Affiliation(s)
- Xin Huang
- From the Department and Institute of Hepatobiliary Surgery (XH, BL, XQZ, FBZ, XTW, JHD), Chinese PLA General Hospital, Beijing, China; and School of Medicine (XH, FBZ, XTW), Nankai University, Tianjin, China
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