Clinically relevant postoperative pancreatic fistula(CR-POPF)has continued to compromise patient recovery post-pancreatectomy despite decades of research seeking to improve risk prediction and diagnosis.The current di...Clinically relevant postoperative pancreatic fistula(CR-POPF)has continued to compromise patient recovery post-pancreatectomy despite decades of research seeking to improve risk prediction and diagnosis.The current diagnostic criteria for CR-POPF requires elevated drain fluid amylase to present alongside POPFrelated complications including infection,haemorrhage and organ failure.These worrying sequelae necessitate earlier and easily obtainable biomarkers capable of reflecting evolving CR-POPF.Drain fluid has recently emerged as a promising source of biomarkers as it is derived from the pancreas and hence,capable of reflecting its postoperative condition.The present review aims to summarise the current knowledge of CR-POPF drain fluid biomarkers and identify gaps in the field to invigorate future research in this critical area of clinical need.These findings may provide robust diagnostic alternatives for CR-POPF and hence,to clarify their clinical utility require further reports detailing their diagnostic and/or predictive accuracy.展开更多
BACKGROUND Despite advancements in operative technique and improvements in postoperative managements,postoperative pancreatic fistula(POPF)is a life-threatening complication following pancreatoduodenectomy(PD).There a...BACKGROUND Despite advancements in operative technique and improvements in postoperative managements,postoperative pancreatic fistula(POPF)is a life-threatening complication following pancreatoduodenectomy(PD).There are some reports to predict POPF preoperatively or intraoperatively,but the accuracy of those is questionable.Artificial intelligence(AI)technology is being actively used in the medical field,but few studies have reported applying it to outcomes after PD.AIM To develop a risk prediction platform for POPF using an AI model.METHODS Medical records were reviewed from 1769 patients at Samsung Medical Center who underwent PD from 2007 to 2016.A total of 38 variables were inserted into AI-driven algorithms.The algorithms tested to make the risk prediction platform were random forest(RF)and a neural network(NN)with or without recursive feature elimination(RFE).The median imputation method was used for missing values.The area under the curve(AUC)was calculated to examine the discriminative power of algorithm for POPF prediction.RESULTS The number of POPFs was 221(12.5%)according to the International Study Group of Pancreatic Fistula definition 2016.After median imputation,AUCs using 38 variables were 0.68±0.02 with RF and 0.71±0.02 with NN.The maximal AUC using NN with RFE was 0.74.Sixteen risk factors for POPF were identified by AI algorithm:Pancreatic duct diameter,body mass index,preoperative serum albumin,lipase level,amount of intraoperative fluid infusion,age,platelet count,extrapancreatic location of tumor,combined venous resection,co-existing pancreatitis,neoadjuvant radiotherapy,American Society of Anesthesiologists’score,sex,soft texture of the pancreas,underlying heart disease,and preoperative endoscopic biliary decompression.We developed a web-based POPF prediction platform,and this application is freely available at http://popfrisk.smchbp.org.CONCLUSION This study is the first to predict POPF with multiple risk factors using AI.This platform is reliable(AUC 0.74),so it could be used to select patients who need especially intense therapy and to preoperatively establish an effective treatment strategy.展开更多
Postoperative morbidity and mortality rates are still very high among patients undergoing pancreaticoduodenectomy(PD).However,mortality rates secondary to morbidities that are detected early and well-managed postopera...Postoperative morbidity and mortality rates are still very high among patients undergoing pancreaticoduodenectomy(PD).However,mortality rates secondary to morbidities that are detected early and well-managed postoperatively are lower among patients undergoing PD.Since early detection of complications plays a very important role in the management of these patients,many ongoing studies are being conducted on this subject.Recent endoscopic retrograde cholangiopancreatography and biliary drainage history of the patient study group is important for comparison of C-reactive protein(CRP),an inflammatory parameter evaluated in the retrospective study by Coppola et al published in the World Journal of Gastrointestinal Surgery and titled“Utility of preoperative systemic inflammatory biomarkers in predicting postoperative complications after pancreaticoduodenectomy:Literature review and single center experience”.Therefore,it may be more appropriate to compare CRP values in randomized patients.展开更多
BACKGROUND The influence of bile contamination on the infectious complications of patients undergoing pancreaticoduodenectomy(PD)has not been thoroughly evaluated.AIM To evaluate the effect of preoperative biliary dra...BACKGROUND The influence of bile contamination on the infectious complications of patients undergoing pancreaticoduodenectomy(PD)has not been thoroughly evaluated.AIM To evaluate the effect of preoperative biliary drainage and bile contamination on the outcomes of patients who undergo PD.METHODS The database of 4101 patients who underwent PD was reviewed.Preoperative biliary drainage was performed in 1964 patients(47.9%),and bile contamination was confirmed in 606 patients(14.8%).RESULTS The incidence of postoperative infectious complications was 37.9%in patients with preoperative biliary drainage and 42.4%in patients with biliary contamination,respectively.Patients with extrahepatic bile duct carcinoma,ampulla of Vater carcinoma,and pancreatic carcinoma had a high frequency of preoperative biliary drainage(82.9%,54.6%,and 50.8%)and bile contamination(34.3%,26.2%,and 20.2%).Bile contamination was associated with postoperative pancreatic fistula(POPF)Grade B/C,wound infection,and catheter infection.A multivariate logistic regression analysis revealed that biliary contamination(odds ratio 1.33,P=0.027)was the independent risk factor for POPF Grade B/C.The three most commonly cultured microorganisms from bile(Enterococcus,Klebsiella,and Enterobacter)were identical to those isolated from organ spaces.CONCLUSION In patients undergoing PD,bile contamination is related to postoperative infectious complication including POPF Grade B/C.The management of biliary contamination should be standardised for patients who require preoperative biliary drainage for PD,as the main microorganisms are identical in both organ spaces and bile.展开更多
Background:In the past decades,the perioperative management of patients undergoing pancreaticoduo-denectomy(PD)has undergone major changes worldwide.This review aimed to systematically determine the burden of complica...Background:In the past decades,the perioperative management of patients undergoing pancreaticoduo-denectomy(PD)has undergone major changes worldwide.This review aimed to systematically determine the burden of complications of PD performed in the last 10 years.Data sources:A systematic review was conducted in PubMed for randomized controlled trials and ob-servational studies reporting postoperative complications in at least 100 PDs from January 2010 to April 2020.Risk of bias was assessed using the Cochrane RoB2 tool for randomized studies and the method-ological index for non-randomized studies(MINORS).Pooled complication rates were estimated using random-effects meta-analysis.Heterogeneity was investigated by subgroup analysis and meta-regression.Results:A total of 20 randomized and 49 observational studies reporting 63229 PDs were reviewed.Mean MINORS score showed a high risk of bias in non-randomized studies,while one quarter of the ran-domized studies were assessed to have high risk of bias.Pooled incidences of 30-day mortality,overall complications and serious complications were 1.7%(95%CI:0.9%-2.9%;I 2=95.4%),54.7%(95%CI:46.4%-62.8%;I 2=99.4%)and 25.5%(95%CI:21.8%-29.4%;I 2=92.9%),respectively.Clinically-relevant postopera-tive pancreatic fistula risk was 14.3%(95%CI:12.4%-16.3%;I 2=92.0%)and mean length of stay was 14.8 days(95%CI:13.6-16.1;I 2=99.3%).Meta-regression partially attributed the observed heterogeneity to the country of origin of the study,the study design and the American Society of Anesthesiologists class.Conclusions:Pooled complication rates estimated in this study may be used to counsel patients scheduled to undergo a PD and to set benchmarks against which centers can audit their practice.However,cautious interpretation is necessary due to substantial heterogeneity.展开更多
BACKGROUND Surgery for gastric cancer is a complex procedure and lymphadenectomy is often mandatory.Postoperative mortality and morbidity after curative gastric cancer surgery is not insignificant.AIM To evaluate the ...BACKGROUND Surgery for gastric cancer is a complex procedure and lymphadenectomy is often mandatory.Postoperative mortality and morbidity after curative gastric cancer surgery is not insignificant.AIM To evaluate the factors determining mortality and morbidity in a population of patients undergoing R0 resection and D2 lymphadenectomy for gastric cancer.METHODS A retrospective analysis of clinical data and pathological characteristics(age,sex,primary site of the tumor,Lauren histotype,number of positive lymph nodes resected,number of negative lymph nodes resected,and depth of invasion as defined by the standard nomenclature)was conducted in patients with gastric cancer.For each patient we calculated the Kattan’s score.We arbitrarily divided the study population of patients into two groups based on the nomogram score(<100 points or≥100 points).Prespecified subgroups in these analyses were defined according to age(≤65 years or>65 years),and number of lymph nodes retrieved(≤35 lymph nodes or>35 lymph nodes).Uni-and multivariate analysis of clinical and pathological findings were performed to identify the factors affecting postoperative mortality and morbidity.RESULTS One-hundred and eighty-six patients underwent a curative R0 resection with D2 lymphadenectomy.Perioperative mortality rate was 3.8%(7 patients);a higher mortality rate was observed in patients aged>65 years(P=0.002)and in N+patients(P=0.04).Following univariate analysis,mortality was related to a Kattan’s score≥100 points(P=0.04)and the presence of advanced gastric cancer(P=0.03).Morbidity rate was 21.0%(40 patients).Surgical complications were observed in 17 patients(9.1%).A higher incidence of morbidity was observed in patients where more than 35 lymph nodes were harvested(P=0.0005).CONCLUSION Mortality and morbidity rate are higher in N+and advanced gastric cancer patients.The removal of more than 35 lymph nodes does not lead to an increase in mortality.展开更多
BACKGROUND Postoperative pancreatic fistula(POPF)contributes significantly to morbidity and mortality after pancreaticoduodenectomy(PD).However,the underlying mechanisms remain unclear.This study explored this patholo...BACKGROUND Postoperative pancreatic fistula(POPF)contributes significantly to morbidity and mortality after pancreaticoduodenectomy(PD).However,the underlying mechanisms remain unclear.This study explored this pathology in the pancreatic stumps and elucidated the mechanisms of POPF following PD.CASE SUMMARY Pathological analysis and 16S rRNA gene sequencing were performed on specimens obtained from two patients who underwent complete pancreatectomy for grade C POPF after PD.Gradient inflammation is present in the pancreatic stump.The apoptosis was lower than that in the normal pancreas.Moreover,neu-trophildominated inflammatory cells are concentrated in the ductal system.No-tably,neutrophils migrated through the ductal wall in acinar duct metaplasia-formed ducts.Additionally,evidence indicates that gut microbes migrate from the digestive tract.Gradient inflammation occurs in pancreatic stumps after PD.CONCLUSION The mechanisms underlying POPF include high biochemical activity in the pancreas,mechanical injury,and digestive reflux.To prevent POPF and address pancreatic inflammation and reflux,breaking the link with anastomotic dehi-scence is practical.展开更多
文摘Clinically relevant postoperative pancreatic fistula(CR-POPF)has continued to compromise patient recovery post-pancreatectomy despite decades of research seeking to improve risk prediction and diagnosis.The current diagnostic criteria for CR-POPF requires elevated drain fluid amylase to present alongside POPFrelated complications including infection,haemorrhage and organ failure.These worrying sequelae necessitate earlier and easily obtainable biomarkers capable of reflecting evolving CR-POPF.Drain fluid has recently emerged as a promising source of biomarkers as it is derived from the pancreas and hence,capable of reflecting its postoperative condition.The present review aims to summarise the current knowledge of CR-POPF drain fluid biomarkers and identify gaps in the field to invigorate future research in this critical area of clinical need.These findings may provide robust diagnostic alternatives for CR-POPF and hence,to clarify their clinical utility require further reports detailing their diagnostic and/or predictive accuracy.
基金Supported by the National Research Foundation of Korea grant funded by the Korea government(Ministry of Science and ICT),No.NRF-2019R1F1A1042156and the Bio&Medical Technology Development Program,No.NRF-2017M3A9E1064784.
文摘BACKGROUND Despite advancements in operative technique and improvements in postoperative managements,postoperative pancreatic fistula(POPF)is a life-threatening complication following pancreatoduodenectomy(PD).There are some reports to predict POPF preoperatively or intraoperatively,but the accuracy of those is questionable.Artificial intelligence(AI)technology is being actively used in the medical field,but few studies have reported applying it to outcomes after PD.AIM To develop a risk prediction platform for POPF using an AI model.METHODS Medical records were reviewed from 1769 patients at Samsung Medical Center who underwent PD from 2007 to 2016.A total of 38 variables were inserted into AI-driven algorithms.The algorithms tested to make the risk prediction platform were random forest(RF)and a neural network(NN)with or without recursive feature elimination(RFE).The median imputation method was used for missing values.The area under the curve(AUC)was calculated to examine the discriminative power of algorithm for POPF prediction.RESULTS The number of POPFs was 221(12.5%)according to the International Study Group of Pancreatic Fistula definition 2016.After median imputation,AUCs using 38 variables were 0.68±0.02 with RF and 0.71±0.02 with NN.The maximal AUC using NN with RFE was 0.74.Sixteen risk factors for POPF were identified by AI algorithm:Pancreatic duct diameter,body mass index,preoperative serum albumin,lipase level,amount of intraoperative fluid infusion,age,platelet count,extrapancreatic location of tumor,combined venous resection,co-existing pancreatitis,neoadjuvant radiotherapy,American Society of Anesthesiologists’score,sex,soft texture of the pancreas,underlying heart disease,and preoperative endoscopic biliary decompression.We developed a web-based POPF prediction platform,and this application is freely available at http://popfrisk.smchbp.org.CONCLUSION This study is the first to predict POPF with multiple risk factors using AI.This platform is reliable(AUC 0.74),so it could be used to select patients who need especially intense therapy and to preoperatively establish an effective treatment strategy.
文摘Postoperative morbidity and mortality rates are still very high among patients undergoing pancreaticoduodenectomy(PD).However,mortality rates secondary to morbidities that are detected early and well-managed postoperatively are lower among patients undergoing PD.Since early detection of complications plays a very important role in the management of these patients,many ongoing studies are being conducted on this subject.Recent endoscopic retrograde cholangiopancreatography and biliary drainage history of the patient study group is important for comparison of C-reactive protein(CRP),an inflammatory parameter evaluated in the retrospective study by Coppola et al published in the World Journal of Gastrointestinal Surgery and titled“Utility of preoperative systemic inflammatory biomarkers in predicting postoperative complications after pancreaticoduodenectomy:Literature review and single center experience”.Therefore,it may be more appropriate to compare CRP values in randomized patients.
文摘BACKGROUND The influence of bile contamination on the infectious complications of patients undergoing pancreaticoduodenectomy(PD)has not been thoroughly evaluated.AIM To evaluate the effect of preoperative biliary drainage and bile contamination on the outcomes of patients who undergo PD.METHODS The database of 4101 patients who underwent PD was reviewed.Preoperative biliary drainage was performed in 1964 patients(47.9%),and bile contamination was confirmed in 606 patients(14.8%).RESULTS The incidence of postoperative infectious complications was 37.9%in patients with preoperative biliary drainage and 42.4%in patients with biliary contamination,respectively.Patients with extrahepatic bile duct carcinoma,ampulla of Vater carcinoma,and pancreatic carcinoma had a high frequency of preoperative biliary drainage(82.9%,54.6%,and 50.8%)and bile contamination(34.3%,26.2%,and 20.2%).Bile contamination was associated with postoperative pancreatic fistula(POPF)Grade B/C,wound infection,and catheter infection.A multivariate logistic regression analysis revealed that biliary contamination(odds ratio 1.33,P=0.027)was the independent risk factor for POPF Grade B/C.The three most commonly cultured microorganisms from bile(Enterococcus,Klebsiella,and Enterobacter)were identical to those isolated from organ spaces.CONCLUSION In patients undergoing PD,bile contamination is related to postoperative infectious complication including POPF Grade B/C.The management of biliary contamination should be standardised for patients who require preoperative biliary drainage for PD,as the main microorganisms are identical in both organ spaces and bile.
文摘Background:In the past decades,the perioperative management of patients undergoing pancreaticoduo-denectomy(PD)has undergone major changes worldwide.This review aimed to systematically determine the burden of complications of PD performed in the last 10 years.Data sources:A systematic review was conducted in PubMed for randomized controlled trials and ob-servational studies reporting postoperative complications in at least 100 PDs from January 2010 to April 2020.Risk of bias was assessed using the Cochrane RoB2 tool for randomized studies and the method-ological index for non-randomized studies(MINORS).Pooled complication rates were estimated using random-effects meta-analysis.Heterogeneity was investigated by subgroup analysis and meta-regression.Results:A total of 20 randomized and 49 observational studies reporting 63229 PDs were reviewed.Mean MINORS score showed a high risk of bias in non-randomized studies,while one quarter of the ran-domized studies were assessed to have high risk of bias.Pooled incidences of 30-day mortality,overall complications and serious complications were 1.7%(95%CI:0.9%-2.9%;I 2=95.4%),54.7%(95%CI:46.4%-62.8%;I 2=99.4%)and 25.5%(95%CI:21.8%-29.4%;I 2=92.9%),respectively.Clinically-relevant postopera-tive pancreatic fistula risk was 14.3%(95%CI:12.4%-16.3%;I 2=92.0%)and mean length of stay was 14.8 days(95%CI:13.6-16.1;I 2=99.3%).Meta-regression partially attributed the observed heterogeneity to the country of origin of the study,the study design and the American Society of Anesthesiologists class.Conclusions:Pooled complication rates estimated in this study may be used to counsel patients scheduled to undergo a PD and to set benchmarks against which centers can audit their practice.However,cautious interpretation is necessary due to substantial heterogeneity.
文摘BACKGROUND Surgery for gastric cancer is a complex procedure and lymphadenectomy is often mandatory.Postoperative mortality and morbidity after curative gastric cancer surgery is not insignificant.AIM To evaluate the factors determining mortality and morbidity in a population of patients undergoing R0 resection and D2 lymphadenectomy for gastric cancer.METHODS A retrospective analysis of clinical data and pathological characteristics(age,sex,primary site of the tumor,Lauren histotype,number of positive lymph nodes resected,number of negative lymph nodes resected,and depth of invasion as defined by the standard nomenclature)was conducted in patients with gastric cancer.For each patient we calculated the Kattan’s score.We arbitrarily divided the study population of patients into two groups based on the nomogram score(<100 points or≥100 points).Prespecified subgroups in these analyses were defined according to age(≤65 years or>65 years),and number of lymph nodes retrieved(≤35 lymph nodes or>35 lymph nodes).Uni-and multivariate analysis of clinical and pathological findings were performed to identify the factors affecting postoperative mortality and morbidity.RESULTS One-hundred and eighty-six patients underwent a curative R0 resection with D2 lymphadenectomy.Perioperative mortality rate was 3.8%(7 patients);a higher mortality rate was observed in patients aged>65 years(P=0.002)and in N+patients(P=0.04).Following univariate analysis,mortality was related to a Kattan’s score≥100 points(P=0.04)and the presence of advanced gastric cancer(P=0.03).Morbidity rate was 21.0%(40 patients).Surgical complications were observed in 17 patients(9.1%).A higher incidence of morbidity was observed in patients where more than 35 lymph nodes were harvested(P=0.0005).CONCLUSION Mortality and morbidity rate are higher in N+and advanced gastric cancer patients.The removal of more than 35 lymph nodes does not lead to an increase in mortality.
文摘BACKGROUND Postoperative pancreatic fistula(POPF)contributes significantly to morbidity and mortality after pancreaticoduodenectomy(PD).However,the underlying mechanisms remain unclear.This study explored this pathology in the pancreatic stumps and elucidated the mechanisms of POPF following PD.CASE SUMMARY Pathological analysis and 16S rRNA gene sequencing were performed on specimens obtained from two patients who underwent complete pancreatectomy for grade C POPF after PD.Gradient inflammation is present in the pancreatic stump.The apoptosis was lower than that in the normal pancreas.Moreover,neu-trophildominated inflammatory cells are concentrated in the ductal system.No-tably,neutrophils migrated through the ductal wall in acinar duct metaplasia-formed ducts.Additionally,evidence indicates that gut microbes migrate from the digestive tract.Gradient inflammation occurs in pancreatic stumps after PD.CONCLUSION The mechanisms underlying POPF include high biochemical activity in the pancreas,mechanical injury,and digestive reflux.To prevent POPF and address pancreatic inflammation and reflux,breaking the link with anastomotic dehi-scence is practical.
