Nansheng Cheng’s research while affiliated with Sichuan University and other places

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Publications (92)


Integrating etiological insights with machine learning for precision diagnosis of obstructive jaundice: findings from a high-volume center
  • Article

May 2025

Clinical and Translational Gastroenterology

Ningyuan Wen

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Yaoqun Wang

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Xianze Xiong

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[...]

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Nansheng Cheng

Introduction Large-scale cohort studies exploring the etiology of obstructive jaundice (OJ) are scarce, with current serum-based diagnostic markers offering suboptimal performance. This study leverages the largest retrospective cohort of OJ patients to date to investigate its disease spectrum and to develop a novel diagnostic system. Methods This study involves two retrospective observational cohorts. The biliary surgery cohort (BS cohort, n=349) served for initial data exploration and external validation of ML models. The large general cohort (LG cohort, n=5726) enabled an in-depth analysis of etiologies and the determination of relevant diagnostic indicators, in addition to supporting ML model development. Interpretable ML techniques were employed to derive insights from the models. Results The LG cohort highlighted a diverse disease spectrum of OJ, including cholangiocarcinoma (10.39% distal, 10.01% perihilar, 5.59% intrahepatic), pancreatic adenocarcinoma (19.11%), and common bile duct stones (18.27%) as leading causes. Traditional serum markers such as CA 19-9 and CEA lacked standalone diagnostic accuracy. Two ML-based models (collectively termed the MOLT model) were developed: a classifier to differentiate benign from malignant causes (AUROC=0.862) and a multi-class model to further stratify malignant and benign diseases (ACC=0.777). Interpretable ML tools provided clarity on critical features, offering actionable insights and enhancing transparency in the decision-making process. Discussion This study elucidates the etiological spectrum of OJ, meanwhile providing a practical and interpretable ML-based diagnostic tool. By leveraging large-scale clinical data, our model provides a rapid and reliable primary assessment for patients with OJ, enabling clinicians to identify potential etiologies and guide further diagnostic workup.


Prophylactic abdominal drainage for pancreatic surgery

May 2025

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4 Reads

Cochrane Database of Systematic Reviews

Rationale: This is the fourth update of a Cochrane review first published in 2015 and last updated in 2021. The use of surgical drains is a very common practice after pancreatic surgery. The role of prophylactic abdominal drainage to reduce postoperative complications after pancreatic surgery is controversial. Objectives: To assess the benefits and harms of routine abdominal drainage after pancreatic surgery; to compare the effects of different types of surgical drains; and to evaluate the optimal time for drain removal. Search methods: We searched CENTRAL, MEDLINE, three other databases, and five trials registers, together with reference checking and contact with study authors, to identify studies for inclusion in the review. The search dates were 20 April 2024 and 20 July 2024. Eligibility criteria: We included randomised controlled trials (RCTs) in participants undergoing pancreatic surgery comparing (1) drain use versus no drain use, (2) different types of drains, or (3) different schedules for drain removal. We excluded quasi-randomised and non-randomised studies. Outcomes: Our critical outcomes were 30-day mortality, 90-day mortality, intra-abdominal infection, wound infection, and drain-related complications. Risk of bias: We used the Cochrane RoB 1 tool to assess the risk of bias in RCTs. Synthesis methods: We synthesised the results for each outcome using meta-analysis with the random-effects model where possible. We used GRADE to assess the certainty of evidence for each outcome. Included studies: We included 12 RCTs with a total of 2550 participants. The studies were conducted in North America, Europe, and Asia and were published between 2001 and 2024. All studies were at overall high risk of bias. Synthesis of results: We considered the certainty of the evidence for intra-abdominal infection for the comparison of early versus late drain removal following pancreaticoduodenectomy to be moderate, downgraded due to indirectness. We considered the certainty of the evidence for the other outcomes to be low or very low, mainly downgraded due to high risk of bias, inconsistency, indirectness, and imprecision. Drain use versus no drain use following pancreaticoduodenectomy We included two RCTs with 532 participants randomised to the drainage group (N = 270) and the no drainage group (N = 262) after pancreaticoduodenectomy. The evidence is very uncertain about the effect of drain use on 30-day mortality (risk ratio (RR) 0.49, 95% confidence interval (CI) 0.07 to 3.66; 2 studies, 532 participants), 90-day mortality (RR 0.25, 95% CI 0.06 to 1.15; 1 study, 137 participants), intra-abdominal infection rate (RR 0.85, 95% CI 0.21 to 3.51; 2 studies, 532 participants), and wound infection rate (RR 0.85, 95% CI 0.55 to 1.31; 2 studies, 532 participants) compared with no drain use. Neither study reported on drain-related complications. Drain use versus no drain use following distal pancreatectomy We included two RCTs with 626 participants randomised to the drainage group (N = 318) and the no drainage group (N = 308) after distal pancreatectomy. There were no deaths at 30 days in either group. The evidence is very uncertain about the effect of drain use on 90-day mortality (RR 0.16, 95% CI 0.02 to 1.35; 2 studies, 626 participants), intra-abdominal infection rate (RR 1.20, 95% CI 0.60 to 2.42; 1 study, 344 participants), and wound infection rate (RR 2.12, 95% CI 0.93 to 4.87; 2 studies, 626 participants) compared with no drain use. Neither study reported on drain-related complications. Active versus passive drain following pancreaticoduodenectomy We included three RCTs with 441 participants randomised to the active drain group (N = 222) and the passive drain group (N = 219) after pancreaticoduodenectomy. The evidence is very uncertain about the effect of an active drain on 30-day mortality (RR 1.24, 95% CI 0.30 to 5.07; 2 studies, 321 participants), intra-abdominal infection rate (RR 0.58, 95% CI 0.06 to 5.43; 3 studies, 441 participants), and wound infection rate (RR 0.92, 95% CI 0.44 to 1.90; 2 studies, 321 participants) compared with a passive drain. None of the studies reported on 90-day mortality. There were no drain-related complications in either group (1 study, 161 participants; very low-certainty evidence). Early versus late drain removal following pancreaticoduodenectomy We included three RCTs with 557 participants with a low risk of postoperative pancreatic fistula, randomised to the early drain removal group (N = 279) and the late drain removal group (N = 278) after pancreaticoduodenectomy. Low-certainty evidence suggests that early drain removal may result in little to no difference in 30-day mortality (RR 0.99, 95% CI 0.06 to 15.45; 3 studies, 557 participants) and wound infection rate (RR 1.07, 95% CI 0.47 to 2.46; 3 studies, 557 participants) compared with late drain removal. Moderate-certainty evidence shows that early drain removal probably results in a slight reduction in intra-abdominal infection rate compared with late drain removal (RR 0.45, 95% CI 0.26 to 0.79; 3 studies, 557 participants). Approximately 58 (34 to 102 participants) out of 1000 participants in the early removal group developed intra-abdominal infections compared with 129 out of 1000 participants in the late removal group. There were no deaths at 90 days in either study group (2 studies, 416 participants). None of the studies reported on drain-related complications. Authors' conclusions: The evidence is very uncertain about the effect of drain use compared with no drain use on 90-day mortality, intra-abdominal infection rate, and wound infection rate in people undergoing either pancreaticoduodenectomy or distal pancreatectomy. The evidence is also very uncertain whether an active drain is superior, equivalent, or inferior to a passive drain following pancreaticoduodenectomy. Moderate-certainty evidence suggests that early drain removal is probably superior to late drain removal in terms of intra-abdominal infection rate following pancreaticoduodenectomy for people with low risk of postoperative pancreatic fistula. Funding: None. Registration: Registration: not available. Protocol and previous versions available via doi.org/10.1002/14651858.CD010583, doi.org/10.1002/14651858.CD010583.pub2, doi.org/10.1002/14651858.CD010583.pub3, doi.org/10.1002/14651858.CD010583.pub4, and doi.org/10.1002/14651858.CD010583.pub5.


Patient inclusion flow diagram. Flowchart showing the inclusion and exclusion criteria applied to select study participants.
Kaplan-Meier curves for overall survival based on SII. Survival curves comparing overall survival (OS) between high and low systemic immune-inflammation index (SII) groups.
Kaplan-Meier curves for overall survival based on CA19-9. Survival curves comparing overall survival (OS) between high and low CA19-9 groups.
Distribution of CA19-9 levels by SII groups. Density plot showing the distribution of CA19-9 levels in high SII and low SII groups.
Kaplan-Meier curves for disease-free survival based on CA19-9. Survival curves comparing disease-free survival (DFS) between high and low CA19-9 groups.

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Prognostic role of inflammatory and tumor biomarkers in hilar cholangiocarcinoma patients receiving postoperative adjuvant therapy
  • Article
  • Full-text available

April 2025

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3 Reads

Background Hilar cholangiocarcinoma (HCCA) is an aggressive cancer with poor prognosis after surgery. The systemic immune-inflammation index (SII) has been proposed as a prognostic marker, but its relationship with other markers such as CA19-9 remains unclear. This study investigates the prognostic significance of SII and CA19-9 in HCCA patients receiving post-surgery adjuvant therapy. Methods A cohort of 145 HCCA patients who underwent surgery and adjuvant therapy was analyzed. Patients were categorized into High SII and Low SII groups based on an optimal cutoff value of 672.8, determined using ROC curve analysis. Further stratification was performed based on CA19-9 levels. The associations between SII, CA19-9, and survival outcomes, including overall survival (OS) and disease-free survival (DFS), were assessed using Kaplan-Meier survival analysis and Cox proportional hazards regression. Results Elevated SII was significantly associated with worse OS (p = 0.0027) and DFS (p = 0.0024). Notably, a significant difference in CA19-9 levels was observed between high and low SII groups (p = 0.013), with higher CA19-9 levels in the high SII group. However, no significant difference in CA19-9 was found between the low SII groups (p = 0.128). Patients with both high SII and high CA19-9 levels had the poorest survival outcomes, with significantly higher risks of mortality and disease recurrence (HR for OS = 2.29, 95% CI: 1.23–4.25; HR for DFS = 2.16, 95% CI: 1.17–3.99). Multivariate analysis identified high SII, high CA19-9, lymph node metastasis, and local organ metastasis as independent prognostic factors. Conclusions Elevated SII and CA19-9 are independent prognostic markers for HCCA patients after surgery. The combination of high SII and high CA19-9 identifies a subgroup with the poorest prognosis, suggesting the potential for these markers to guide postoperative treatment decisions.

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Survival Outcomes of Preoperative Serum Biomarkers in Surgically Treated Intrahepatic Cholangiocarcinoma Patients

April 2025

Clinical and Translational Gastroenterology

Background Intrahepatic cholangiocarcinoma (ICC) is a highly malignant tumor, often diagnosed at advanced stages, with recurrence and metastasis significantly affecting survival. The combined prognostic value of biomarkers such as the Systemic Immune-Inflammation Index (SII), Fibrosis-4 (FIB-4), and Prognostic Nutritional Index (PNI) remains underexplored. Methods A retrospective analysis of 280 ICC patients who underwent curative resection was performed. The prognostic significance of FIB-4, SII, and PNI for overall survival (OS) and disease-free survival (DFS) was assessed using clinical, pathological, and follow-up data. Statistical analysis included Cox regression and Kaplan-Meier survival curves. Results High PNI was significantly associated with better OS (P = 0.014) and DFS (P = 0.025). High FIB-4 levels were correlated with worse OS (P = 0.0076) and DFS (P = 0.023). High SII was strongly associated with poor OS (P < 0.0001) and DFS (P = 0.00041). The combination of high SII, low PNI, and high FIB-4 was linked to significantly worse OS (HR = 2.633, P = 0.002) and DFS (HR = 2.475, P = 0.004). Discussion Preoperative serum biomarkers, including PNI, FIB-4, and SII, are significant independent prognostic factors for ICC patients. Their combined use may help refine prognostic assessment and guide personalized treatment strategies.


Abdominal drainage to prevent intraperitoneal abscess after appendectomy for complicated appendicitis

April 2025

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11 Reads

Cochrane Database of Systematic Reviews

Rationale: This is the third update of a Cochrane review first published in 2015 and last updated in 2021. Appendectomy, the surgical removal of the appendix, is performed primarily for acute appendicitis. People who undergo appendectomy for complicated appendicitis, defined as gangrenous or perforated appendicitis, are more likely to suffer postoperative complications in comparison to uncomplicated appendicitis. The routine use of abdominal drainage to reduce postoperative complications after appendectomy for complicated appendicitis is controversial. Objectives: To evaluate the benefits and harms of abdominal drainage in reducing intraperitoneal abscess after appendectomy (irrespective of open or laparoscopic) for complicated appendicitis; to compare the effects of different types of surgical drains; and to evaluate the optimal time for drain removal. Search methods: We searched CENTRAL, MEDLINE, Embase, two other databases, and five trials registers, together with reference checking, citation searching, and contact with study authors, to identify studies for inclusion in the review. The latest search date was 12 October 2023. Eligibility criteria: We included randomised controlled trials (RCTs) and quasi-RCTs in people with complicated appendicitis comparing (1) use of drain versus no drain, (2) open drain versus closed drain, or (3) different schedules for drain removal. We excluded studies in which not all participants received antibiotics after appendectomy. Outcomes: Our critical outcome was intraperitoneal abscess. Important outcomes were wound infection, morbidity, mortality, and hospital stay. Risk of bias: We used the Cochrane RoB 1 tool to assess the risk of bias in RCTs and quasi-RCTs. Synthesis methods: We synthesised the results for each outcome in a meta-analysis using the random-effects model, except for the Peto odds ratio, which only has a fixed-effect model. We planned to use the Synthesis Without Meta-analysis (SWiM) approach to report studies when it was not possible to undertake a meta-analysis of effect estimates. We used GRADE to assess the certainty of evidence for each outcome. Included studies: We included eight studies (five RCTs and three quasi-RCTs) with a total of 739 paediatric and adult participants, of which 370 participants were randomised to the drainage group and 369 participants to the no-drainage group. The studies were conducted in North America, Asia, and Africa and published between 1973 and 2023. The majority of participants had perforated appendicitis with local or general peritonitis. All participants received antibiotic regimens after open or laparoscopic appendectomy. All studies were at overall high risk of bias. Synthesis of results: Use of drain versus no drain We assessed the certainty of the evidence for 30-day mortality as moderate due to imprecision. We assessed the certainty of the evidence for all other outcomes as very low, downgraded mainly due to high risk of bias, inconsistency, and imprecision. The evidence is very uncertain regarding the effects of abdominal drainage versus no drainage on intraperitoneal abscess at 30 days (risk ratio (RR) 1.08, 95% confidence interval (CI) 0.55 to 2.12; 7 studies, 671 participants; very low-certainty evidence), wound infection at 30 days (RR 1.76, 95% CI 0.89 to 3.45; 7 studies, 696 participants), and morbidity at 30 days (RR 1.84, 95% CI 0.14 to 24.50; 2 studies, 124 participants) in paediatric and adult participants undergoing open or laparoscopic appendectomy for complicated appendicitis. Approximately 113 (57 to 221 participants) out of 1000 participants in the drainage group developed intraperitoneal abscess, compared with 104 out of 1000 participants in the no-drainage group. There were seven deaths in the drainage group (N = 291) compared with one in the no-drainage group (N = 290); abdominal drainage probably increases the risk of 30-day mortality (Peto odds ratio 4.88, 95% CI 1.18 to 20.09; 6 studies, 581 participants; moderate-certainty evidence) in paediatric and adult participants undergoing open appendectomy for complicated appendicitis. Abdominal drainage may increase hospital stay by 1.58 days (95% CI 0.86 to 2.31; 5 studies, 516 participants; very low-certainty evidence) in paediatric and adult participants undergoing open or laparoscopic appendectomy for complicated appendicitis, but the evidence is very uncertain. Open drain versus closed drain No studies compared open drain versus closed drain for complicated appendicitis. Early versus late drain removal No studies compared early versus late drain removal for complicated appendicitis. Authors' conclusions: The evidence is very uncertain whether abdominal drainage prevents intraperitoneal abscess, wound infection, or morbidity in paediatric and adult participants undergoing open or laparoscopic appendectomy for complicated appendicitis. Abdominal drainage may increase hospital stay in paediatric and adult participants undergoing open or laparoscopic appendectomy for complicated appendicitis, but the evidence is very uncertain. Consequently, there is no evidence for any clinical improvement with the use of abdominal drainage in people undergoing open or laparoscopic appendectomy for complicated appendicitis. The increased risk of mortality with drainage comes from eight deaths observed in paediatric and adult participants undergoing open appendectomy for complicated appendicitis. Larger studies are needed to more reliably determine the effects of drainage on mortality outcomes. Funding: This Cochrane review was funded by the National Natural Science Foundation of China (Grant No. 81701950, 82172135), Natural Science Foundation of Chongqing (Grant No. CSTB2022NSCQ-MSX0058, cstc2021jcyj-msxmX0294), Medical Research Projects of Chongqing (Grant No. 2018MSXM132, 2023ZDXM003, 2024jstg028), and the Kuanren Talents Program of the Second Affiliated Hospital of Chongqing Medical University. Registration: Registration: not available. Protocol and previous versions available via doi.org/10.1002/14651858.CD010168, doi.org/10.1002/14651858.CD010168.pub2, doi.org/10.1002/14651858.CD010168.pub3, and doi.org/10.1002/14651858.CD010168.pub4.


The relationship between high and low body roundness index (BRI) and all-cause mortality, cardiovascular mortality (CVD), and non-cardiovascular mortality (non-CVD).
The relationship between high and low systemic immune-inflammation index (SII) and all-cause mortality, cardiovascular mortality (CVD), and non-cardiovascular mortality (non-CVD).
Kaplan-Meier survival curves stratified by body roundness index (BRI) and systemic immune-inflammation index (SII). Participants were divided into four groups: low BRI/low SII, high BRI/low SII, low BRI/high SII, and high BRI/high SII.
Impact of BRI and SII combinations on all-cause mortality. Group. Crudel model: Group. Model 1: Group, age, sex. Model 2: Group, age, sex, eth1, Family_income, edu, marital. Model 3: Group, age, sex, eth1, marital, Family_income, edu, BMI, smoke, alcohol.user, Hypertension, DM, Hyperlipidemia, CVD.
Evaluating body roundness index and systemic immune inflammation index for mortality prediction in MAFLD patients

January 2025

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8 Reads

Metabolic dysfunction-associated fatty liver disease (MAFLD) is a major cause of liver-related morbidity and mortality, contributing to both cardiovascular and non-cardiovascular deaths. The Body Roundness Index (BRI) and Systemic Immune-Inflammation Index (SII) have emerged as predictors of adverse outcomes in metabolic diseases. This study investigates the association between BRI, SII, and mortality risk in MAFLD patients. A nationwide retrospective cohort study was conducted using data from the NHANES database (January 1999–December 2018), including patients diagnosed with MAFLD. BRI and SII were calculated at baseline. Cox proportional hazards models assessed the association between these indices and all-cause, cardiovascular, and non-cardiovascular mortality, adjusting for confounders. Among 12,435 participants diagnosed with MAFLD, 3,381 (27.2%) were classified into the low BRI and low SII group, 2,889 (23.2%) into the low BRI and high SII group, 2,802 (22.5%) into the high BRI and low SII group, and 3,363 (27.1%) into the high BRI and high SII group. Compared to the low BRI and low SII group, the high BRI and high SII group demonstrated significantly higher all-cause mortality, with an adjusted hazard ratio (HR) of 1.89. For cardiovascular mortality, the HR was 2.31, while for non-cardiovascular mortality, the HR was 1.78. The high BRI and high SII cohort exhibited the highest risk of all-cause mortality, cardiovascular mortality, and non-cardiovascular mortality. BRI and SII are independent predictors of mortality in MAFLD patients, and their combined use enhances risk stratification. Integrating these indices into clinical practice could improve personalized management strategies and outcomes in this high-risk population.


Prognostic factors for intraductal papillary neoplasm of the bile duct following surgical resection: a systematic review and meta-analysis

October 2024

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3 Reads

Surgery Today

Intraductal papillary neoplasm of the bile duct (IPNB) is a biliary neoplasm characterized by intraductal papillary growth and varying degrees of malignant transformation. This study aimed to identify effective prognostic factors (PFs) for predicting the prognosis of IPNB after surgical resection, addressing the gap in the higher level evidence. We systematically searched databases from their inception to October 10, 2023. Data on 12 predetermined PFs were collected and subjected to a meta-analysis. Forest plots were used to summarize the findings. Fifteen studies with a total of 2311 patients were included. Among the PFs examined, extrahepatic tumor location (HR, 2.97; 95% CI 1.68–5.23), subclassification type 2 (HR, 2.62; 95% CI 1.45–4.76), R1 resection (HR, 2.47; 95% CI 1.73–3.51), elevated CA19-9 level (HR, 3.25; 95% CI 1.91–5.54), tumor multiplicity (HR, 2.65; 95% CI 1.40–5.02), and adjacent organ invasion (HR, 3.17; 95% CI 2.01–5.00) were associated with a poorer prognosis. Additionally, the combined HR values indicated that lymph node metastasis and poor tumor differentiation were linked to a worse prognosis, although both exhibited significant heterogeneity. Our study offers valuable insights for enhancing postoperative prognostication and treatment decision-making for IPNB patients with IPNB. These findings warrant further validation in future prospective studies.


Short-term and Long-term Clinical Outcomes of Combined Caudate Lobectomy for Intrahepatic Cholangiocarcinoma Involving the Hepatic Hilus: A Propensity Score Analysis

September 2024

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6 Reads

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1 Citation

Gut and Liver

Background/aims: Extended hepatectomy combined with caudate lobe resection has been approved for the radical resection of hilar cholangiocarcinoma. There was a lack of credible research on the clinical value of caudate lobectomy (CL) for intrahepatic cholangiocarcinoma involving the hepatic hilus when combined with hepatectomy. We aimed to compare the short-term and long-term outcomes of the combined procedure with those of only CL for curative resection of intrahepatic cholangiocarcinoma involving the hepatic hilus. Methods: This single-center retrospective cohort study of patients with hilar cholangiocarcinoma was conducted from January 2007 to December 2021. Patients who underwent radical resection were enrolled in this study. The short-term and long-term clinical outcomes of the groups were compared before and after propensity score matching (PSM). Results: A total of 282 patients were included. There were no statistically significant differences in perioperative clinical outcomes between the CL group and the non-CL group before and after PSM. Compared to patients in the non-CL group, patients in the CL group had significantly longer overall survival before and after PSM (p=0.007 before PSM, p=0.033 after PSM). Moreover, compared to the non-CL group, the CL group had longer disease-free survival before and after PSM (p<0.001 before PSM, p=0.019 after PSM). Conclusions: The postoperative complications of the CL group were comparable to those of the non-CL group. CL improved the long-term survival of patients with intrahepatic cholangiocarcinoma involving the hepatic hilus when combined with hepatectomy. Therefore, hepatectomy combined with caudate lobe resection should be performed for patients with hilar cholangiocarcinoma.


Overall survival for all patients underwent a re-resection. Before PSM (1A). After PSM (1B). Both before and after matching, the COR group was associated with improved OS compared to the CLR group.
Overall survival for all patients underwent a re-resection, excluding R1 resections. Before PSM (A). After PSM (B) Both before and after matching, the COR group was associated with improved OS compared to the CLR group.
Univariable and multivariable cox regression analysis for overall survival before PSM matching.
Univariable and multivariable cox regression analysis for overall survival after PSM matching.
Incidental gallbladder cancer detected during laparoscopic cholecystectomy: conversion to extensive resection is a feasible choice

September 2024

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16 Reads

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2 Citations

Background Re-resection is recommended for patients with incidental gallbladder carcinoma (iGBC) at T1b stage and above. It is unclear whether continuation of laparoscopic re-resection (CLR) for patients with intraoperatively detected iGBC (IDiGBC) is more beneficial to short- and long-term clinical outcomes than with conversion to radical extensive-resection (RER). Methods This single-centre, retrospective cohort study of patients with iGBC was conducted between June 2006 and August 2021. Patients who underwent immediate reresection for T1b or higher ID-iGBC were enrolled. Propensity score matching (PSM) was used to match the two groups (CLR and RER) of patients, and differences in clinical outcomes before and after matching were analyzed. Result A total of 102 patients with ID-iGBC were included in this study. 58 patients underwent CLR, and 44 underwent RER. After 1:1 propensity score matching, 56 patients were matched to all baselines. Patients in the RER group had a lower total postoperative complication rate, lower pulmonary infection rate, and shorter operation time than those in the CLR group did. Kaplan-Meier analysis showed that the overall survival rate of patients who underwent CLR was significantly lower than that of patients who underwent RER. Multivariate analysis showed that CLR, advanced T stage, lymph node positivity, and the occurrence of postoperative ascites were adverse prognostic factors for the overall survival of patients. Conclusion Patients with ID-iGBC who underwent RER had fewer perioperative complications and a better prognosis than those who underwent CLR. For patients with ID-iGBC, conversion to radical extensive-resection appears to be a better choice.


PRISMA flowchart for literature collection and screening inclusion.
Impact of NLR on overall survival in eCCA patients,.
Impact of PLR on overall survival in eCCA patients.
Impact of LMR on overall survival in eCCA patients.
summarizing the impact of NLR, PLR, and LMR on overall survival in eCCA patients.
The prognostic value of preoperative peripheral blood inflammatory biomarkers in extrahepatic cholangiocarcinoma: a systematic review and meta-analysis

August 2024

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17 Reads

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1 Citation

Background Recent evidence indicates that inflammation plays a major role in the pathogenesis and progression of CCA. This meta-analysis seeks to evaluate the prognostic implications of preoperative inflammatory markers, specifically NLR, PLR, and LMR, in patients with eCCA. By focusing on these preoperative biomarkers, this study aims to provide valuable insights into their prognostic value and potential utility in clinical practice. Methods For this analysis, comprehensive searches were conducted in PubMed, Embase, and Web of Science databases from inception to May 2024. The primary outcomes of interest focused on the association between the levels of NLR, PLR, and LMR and the prognosis of eCCA patients. Statistical analyses were conducted using STATA 17.0 software. Results The meta-analysis, involving 20 retrospective studies with 5553 participants, revealed significant correlations between preoperative biomarkers and the prognosis of eCCA patients. Elevated NLR, PLR, and decreased LMR levels were extensively studied regarding overall survival (OS) in eCCA patients. Elevated NLR was an independent predictor of poor OS (HR 1.86, p < 0.001), similar to elevated PLR (HR 1.76, p < 0.001), while decreased LMR predicted poor OS (HR 2.16, p < 0.001). Subgroup analyses based on eCCA subtypes and curative surgery status showed consistent results. Conclusions In conclusion, our study emphasizes the clinical significance of assessing NLR, PLR, and LMR preoperatively to predict patient prognosis. Elevated NLR and PLR values, along with decreased LMR values, were linked to poorer overall survival (OS). Large-scale prospective cohort studies are required to confirm their independent prognostic value in eCCA. Systematic review registration https://www.crd.york.ac.uk/prospero/, identifier CRD42024551031.


Citations (68)


... The comprehensive meta-analysis by Zeng et al. is therefore of great value to understand the role of adjuvant therapies in resected GBC (10). Based on intensive database query of PubMed, Embase, and Web of Science until April 2024 in total 23 studies with 36,214 patients with GBC, ...

Reference:

Challenges and innovations in adjuvant therapy for gallbladder cancer: a meta-analytic perspective
Impact of adjuvant therapy on survival outcomes in resected gallbladder cancer: a systematic review and meta-analysis
  • Citing Article
  • January 2023

HepatoBiliary Surgery and Nutrition

... Surgical management of intrahepatic cholangiocarcinoma (ICC) with hilar involvement represents one of the most challenging issues in hepatobiliary surgery. The recent propensity score-matched study by Zeng et al. 1 provides compelling evidence that caudate lobectomy (CL) significantly improves both overall survival and diseasefree survival without increasing perioperative complications in patients with ICC involving the hepatic hilus (hICC). ...

Short-term and Long-term Clinical Outcomes of Combined Caudate Lobectomy for Intrahepatic Cholangiocarcinoma Involving the Hepatic Hilus: A Propensity Score Analysis
  • Citing Article
  • September 2024

Gut and Liver

... The optimization of nutritional status can bolster immune function, attenuate inflammatory response, and impede tumor progression [47]. Increasing evidence suggests that some inflammatory and nutrition-related indicators, such as NLR, PLR, LMR, SIS, and PNI, are associated with tumor survival prognosis [48][49][50]. Furthermore, decreased preoperative albumin levels are linked to an unfavorable prognosis in patients with OCSCC [51,52]. ...

The prognostic value of preoperative peripheral blood inflammatory biomarkers in extrahepatic cholangiocarcinoma: a systematic review and meta-analysis

... The authors reported the accomplishment of oncological objectives similar to the open procedure [97]. One recent study on IGBC diagnosed during laparoscopic cholecystectomy reported fewer perioperative complications and a better prognosis in those in whom re-resection was carried out by conversion to laparotomy compared to those in whom re-resection was continued laparoscopically [98]. Robotic surgery in hepatobiliary oncology is currently being explored across several centers [99][100][101]. ...

Incidental gallbladder cancer detected during laparoscopic cholecystectomy: conversion to extensive resection is a feasible choice

... This characteristic makes them a promising direction for early cancer detection. For example, monitoring certain exosomal circRNAs in cholangiocarcinoma has been shown to be possible through serum and bile fluid biopsies 33 ; the blood levels of circMET can identify and track tumors with high MET activity 34 ; a review also summarized that the presence of circRNAs in body fluids may serve as novel biomarkers for monitoring cancer development and progression 35 . Although we did not detect circAQR in the blood, analysis of the circAtlas database revealed that cir-cAQR is highly expressed in the blood 36 , providing research prospects for circAQR as a blood biomarker for thyroid cancer in future studies. ...

Cholangiocarcinoma combined with biliary obstruction: an exosomal circRNA signature for diagnosis and early recurrence monitoring

Signal Transduction and Targeted Therapy

... Despite the large number of studies reviewed, the data were sparse, making it difficult to determine any significant benefits or harms of early versus delayed appendectomy. The conclusions indicated that early appendectomy may reduce the total length of hospital stay and increase time away from normal activities, but the evidence remains very uncertain (14). ...

Early versus delayed appendicectomy for appendiceal phlegmon or abscess
  • Citing Article
  • May 2024

Cochrane Database of Systematic Reviews

... IL6-AS1 expression was markedly higher in HFL1 fibroblasts versus THP-1-derived macrophages ( Figure S16A). Given lncRNAs' exosome-mediated intercellular communication [39], we hypothesized fibroblast-to-macrophage IL6-AS1 transfer. ...

Exosomal long non-coding RNA TRPM2-AS promotes angiogenesis in gallbladder cancer through interacting with PABPC1 to activate NOTCH1 signaling pathway

Molecular Cancer

... Mmultivariate analysis for prognostic factors was performed usingused a Cox proportional hazards model to analyze variables in univariate analyses with P < 0.05 in the univariate analyses. Two-sided P values <0.05 were considered to be statistically significant (23). ...

Timing of surgery in patients with synchronous colorectal cancer liver metastases undergoing neoadjuvant chemotherapy: a propensity score analysis

World Journal of Surgical Oncology

... The integration of biomaterial combinations aims to capture the best of both worlds: the biological affinity of natural polymers and the mechanical or chemical stability of synthetic polymers. For bile duct bioprinting, combinations like GelMA-PEG, PCL-PEG can be formulated to achieve an optimal balance of printability, mechanical strength, biocompatibility, and biodegradation Cai et al., 2023). ...

Fabrication of 3D Printed PCL/PEG Artificial Bile Duct as Supportive Scaffolds to Promote Regeneration of Extrahepatic Bile Ducts in a Canine Biliary Defects Model
  • Citing Article
  • October 2023

Journal of Materials Chemistry B

... 13 stone or biliary infection, including ERCP-related impairment of the biliary tract, anatomy, motility, or metabolic disorders. 10,23,[30][31][32] Notably, besides unplanned repeated ERCP, biliary stent placement presented a significant association with poor prognosis in patients with a resected or stone-free gallbladder. A meta-analysis identified biliary stent placement as one of the strong risk factors of recurrent CBDS following ERCP, 30 which is partially consistent with our results. ...

Risk factors for recurrent common bile duct stones: a systematic review and meta-analysis
  • Citing Article
  • August 2023