Association between lipid accumulation products and gallstones: an analysis of the National Health and Nutrition Examination Survey 2017-2020.

AIMS: The aim of the research was to look into the connection between the occurrence of gallstones in adult US citizens and lipid accumulation products (LAP). METHODS: We conducted a cross-sectional study of 3,582 U.S. adults with relevant indicators collected from the 2017-2020 National Health and Nutrition Examination Survey (NHANES) database. Multifactorial logistic regression was used to investigate the linear relationship between LAP and gallstone incidence, while smoothed curve fitting was used to describe the nonlinear relationship, and subgroup and interaction analyses were used to evaluate the potential differences between groups. RESULTS: Among the 3582 participants aged ≥ 20 years included, there was a positive association between LAP and gallstones. Following adjustments for all covariates, the likelihood of getting gallstones rose by 29% for each unit rise in log2-LAP (OR = 1.29, 95% CI: 1.13‒1.49). Compared to those in the lowest tertile, those in the highest LAP tertile had a significantly higher risk of developing gallstones (OR = 1.97, 95% CI: 1.31‒2.95). Subgroup analyses indicated that the association between LAP and gallstones was not affected by the stratification of the variables examined. CONCLUSION: Gallstones and LAP exhibited a positive association in our investigation, indicating that LAP may be utilized as a clinical indicator to determine the occurrence of gallstones.

'H-type' duplex gallbladder resected laparoscopically with transcystic choledochoscopy and stone retrieval.

A duplex gallbladder is an extremely rare congenital anomaly that while may remain asymptomatic, may also develop into biliary colic, cholecystitis, cholangitis or pancreatitis. In these circumstances, it is advisable to surgically remove both gallbladders. Typically, a cholecystectomy is performed laparoscopically as this aids patient recovery and complication risk; however, when congenital abnormalities are present, some may choose to revert to an open operation. Through this case, we demonstrate that even when presented with a duplex gallbladder during surgery, it is safe to remove it laparoscopically as well as performing transcystic choledochoscopy and basket retrieval without complications.

Serum arsenic augments gallstone risk in Henan rural cohort with multiple metal exposure.

BACKGROUND: People are exposed to metals in various ways during their daily lives. However, the association between metal exposure and gallstones remains unclear. OBJECTIVES: To investigate the relationship between serum elemental concentrations and the risk of gallstones. METHODS: Participants (n = 4204) were drawn from the Henan Rural Cohort. Gallstone diagnosis was based on abdominal ultrasound reports during follow-up. Baseline serum elemental concentrations were measured using inductively coupled plasma mass spectrometry. The relationship between serum elemental levels and gallstones was evaluated using robust Poisson regression, restricted cubic spline (RCS), quantile g-computation (Qgcomp), grouped weighted quantile sum (GWQS) and Bayesian kernel machine regression (BKMR). RESULTS: 121 individuals were diagnosed with gallstone (incidence rate of 2.88 %). In robust Poisson regression, after adjusting for confounding factors, the highest quartile of arsenic concentration compared to the lowest quartile had a 1.90 times higher relative risk (RR) [95 % confidence interval (CI): 1.05, 3.44]. Conversely, the highest quartile of zinc concentration compared to the lowest quartile had a 0.50 times lower RR (95 % CI: 0.28, 0.89). RCS showed an approximately "S"-shaped nonlinear relationship between serum arsenic levels and gallstones, with increasing arsenic concentration leading to a higher risk of gallstones; however, the risk plateaued when arsenic concentration exceeded 0.62 µg/L. Both the Qgcomp and GWQS indicated that arsenic plays a significant role in increasing the risk of gallstones, whereas zinc plays a significant role in reducing the risk of gallstones. BKMR showed that raising arsenic exposure from the 25th to the 75th percentile increased the risk of gallstones, while raising serum zinc concentration reduced it. CONCLUSIONS: Higher serum arsenic concentration increases the risk of gallstones, whereas higher zinc concentration may reduce the risk. Effective prevention of gallstones may require further reduction of arsenic exposure and appropriate increases in zinc intake.

Development and Validation of a Clinical Predictive Nomogram for Assessing the Risk of Recurrence of Acute Pancreatitis in Combined Hypertriglyceridemia.

BACKGROUND: The objective of this study is to develop and validate a new nomogram-based scoring system for anticipating the recurrence of acute pancreatitis (AP) in combined hypertriglyceridemia (HTG). METHODS: A total of 292 patients diagnosed with AP combined with HTG participated in this research. Among them, 201 patients meeting the inclusion criteria were randomly divided into training and validation sets at a ratio of 7:3. Clinical data were collected for all patients. In the training set, predictive indicators were chosen through backward stepwise multivariable logistic regression analysis. Subsequently, a nomogram was developed based on the selected indicators. Finally, the model's performance was validated in both the training and validation sets. RESULTS: By employing backward stepwise multivariable logistic regression analysis, we identified diabetes, gallstones, alcohol consumption, and triglyceride levels as predictive indicators. Subsequently, a clinical nomogram that incorporates these four independent risk factors was constructed. Model validation demonstrated an AUC of 0.726 (95% CI 0.644-0.809) in the training set and an AUC of 0.712 (95% CI 0.583-0.842) in the validation set, indicating a good discriminative ability. The Hosmer-Lemeshow test yielded P-values of 0.882 and 0.536 in the training and validation sets, respectively, suggesting good calibration. Calibration curves further confirmed good agreement. Ultimately, decision curve analysis (DCA) emphasized the clinical utility of our model. CONCLUSION: We have developed a nomogram for predicting the recurrence of AP combined with HTG in patients, and this nomogram demonstrates good discriminative ability, calibration, and clinical utility. This tool holds the potential to assist clinicians in offering more personalized treatment strategies for AP combined with HTG.

One-Stage Intraoperative ERCP combined with Laparoscopic Cholecystectomy Versus Two-Stage Preoperative ERCP Followed by Laparoscopic Cholecystectomy in the Management of Gallbladder with Common Bile Duct Stones: A Meta-analysis.

INTRODUCTION: Concomitant gallbladder and common bile duct (CBD) stones, known as cholecystocholedocholithiasis, are clinically prevalent. There is currently no consensus on sequential versus simultaneous management approaches, and, if simultaneous, which approach to adopt. This meta-analysis evaluates the safety and efficacy of one-stage laparoscopic cholecystectomy (LC) with intraoperative endoscopic retrograde cholangiopancreatography (ERCP) versus two-stage ERCP followed by LC for treating concomitant gallbladder and CBD stones. METHODS: A comprehensive literature search was conducted in five databases, PubMed, Embase, Web of Science, VIP, and Wanfang, for all randomized controlled trials (RCTs), cohort and retrospective studies published up to February 2024. Data extraction was performed independently by two reviewers. The primary outcomes were CBD stone clearance rate and postoperative complications morbidity. Secondary outcomes included conversion to other procedures and length of hospital stay. Statistical analyses were performed using R (v.4.3.2) with weighted mean differences and odds ratios (ORs) calculated for continuous and dichotomous variables, respectively, with 95% confidence intervals (CIs). RESULTS: A total of 17 studies involving 2120 patients have been included, with 898 patients receiving single-stage and 1222 patients undergoing two-stage treatment. Of these studies, 9 were RCTs and 8 were retrospective cohort study. The one-stage group demonstrated superior outcomes in terms of CBD stone clearance (OR = 2.07, p = 0.0004), overall morbidity (OR = 0.35, p < 0.0001), post-operative pancreatitis (OR = 0.49, p = 0.006), conversion to other procedures (OR = 0.38, p = 0.0006), and length of hospital stay (MD = - 2.6456, 95% CI - 3.5776; - 1.7136, p < 0.0001). No significant differences were observed in post-operative cholangitis (OR = 0.44, p = 0.12), post-operative bleeding (OR = 0.76, p = 0.47), or bile leakage (OR = 1.28, p = 0.54). CONCLUSION: For patients with concomitant gallbladder and CBD stones, the one-stage approach combining ERCP and LC appears safer and more effective, with advantages including higher stone clearance rates, reduced postoperative complications (particularly pancreatitis), shorter hospital stays, fewer residual stones, and decreased need for additional procedures. However, additional high-quality clinical trials are needed to establish the optimal treatment approach for various patient scenarios.

Proteomics and metabolomics analyses of urine for investigation of gallstone disease in a high-altitude area.

BACKGROUND: The incidence of gallstones is high in Qinghai Province. However, the molecular mechanisms underlying the development of gallstones remain unclear. METHODS: In this study, we collected urine samples from 30 patients with gallstones and 30 healthy controls. The urine samples were analysed using multi-omics platforms. Proteomics analysis was conducted using data-independent acquisition, whereas metabolomics analysis was performed using liquid chromatography-mass spectrometry (LC-MS). RESULTS: Among the patients with gallstones, we identified 49 down-regulated and 185 up-regulated differentially expressed proteins as well as 195 up-regulated and 189 down-regulated differentially expressed metabolites. Six pathways were significantly enriched: glycosaminoglycan degradation, arginine and proline metabolism, histidine metabolism, pantothenate and coenzyme A biosynthesis, drug metabolism-other enzymes, and the pentose phosphate pathway. Notably, 10 differentially expressed proteins and metabolites showed excellent predictive performance and were selected as potential biomarkers. CONCLUSION: The findings of our metabolomics and proteomics analyses provide new insights into novel biomarkers for patients with cholelithiasis in high-altitude areas.

Association between life-ever gallstones and depressive symptoms in U.S. adults: a cross-sectional study.

Research on the potential association between life-ever gallstones and depressive symptoms is limited. This study aims to evaluate whether the presence of gallstone disease is associated with depressive symptoms. In this cross-sectional study, we analyzed data from the National Health and Nutrition Examination Survey (NHANES) 2017-March 2020 cycles. The presence of depressive symptoms and gallstone disease was assessed using questionnaire responses. Adjusted odds ratios (OR) were calculated using a multivariate logistic regression model, with adjustments made for age, sex, race, body mass index, history of cardiovascular disease, hypertension, arthritis, and pulmonary disease across different models. Subgroup and sensitivity analyses were conducted to ensure the stability of the results. This study included 6201 adults aged 20 years and above, with 539(8.7%) experiencing depressive symptoms. After adjusting for age, sex, race, body mass index, CVD history, hypertension, arthritis, pulmonary disease, depressive symptoms were possibly associated with life-ever gallstones (OR 1.37, 95% CI 0.91-2.08).When depressive symptoms were categorized as mild, moderate, moderately severe, and severe,life-ever gallstones was possibly associated with mild depressive symptoms (OR 1.12, 95% CI 0.81-1.56), moderate depressive symptoms (OR 1.37, 95% CI 0.89-2.12), moderately severe depressive symptoms (OR 1.93, 95% CI 0.93-3.99), and severe depressive symptoms (OR 0.67, 95% CI 0.16-2.88).As a continuous variable, life-ever gallstones was associated with the PHQ-9 score (OR 0.42, 95% CI 0.02-0.83). The results remained stable after multiple imputation for all missing data. This cross-sectional study demonstrates no significant association between life-ever gallstones and depressive symptoms in US adults.

Association of non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) and gallstones among US adults aged ≤ 50 years: a cross-sectional study from NHANES 2017-2020.

BACKGROUND: The chronic digestive condition gallstones is quite common around the world, the development of which is closely related to oxidative stress, inflammatory response and abnormalities of lipid metabolism. In the last few years, as a novel biomarker of lipid metabolism, the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) has garnered significant interest. However, its relationship with gallstones has not been studied yet. METHODS: 3,772 people, all under 50, were included in this study, and their full data came from the National Health and Nutrition Examination Survey (NHANES) database for the years 2017-2020. Information on gallstones was obtained through self-reported questionnaires. Smoothed curve fitting multifactorial logistic regression was utilized to evaluate the connection of NHHR with gallstone formation incidence. Subsequently, subgroup analysis and interaction tests were applied. Finally, to create a prediction model, logistic regression and feature screening by last absolute shrinkage and selection operator (LASSO) were used. The resulting model was displayed using a nomogram. RESULTS: In multivariate logistic regression that accounted for all factors, there was a 77% increase in the likelihood of gallstones for every unit rise in lnNHHR (OR 1.77 [CI 1.11-2.83]). Following NHHR stratification, the Q4 NHHR level was substantially more linked to the risk of gallstones than the Q1 level (OR 1.86 [CI 1.04-3.32]). This correlation was stronger in women, people under 35, smokers, abstainers from alcohol, non-Hispanic White people, those with excessively high cholesterol, people with COPD, and people without diabetes. After feature screening, a predictive model and visualized nomogram for gallstones were constructed with an AUC of 0.785 (CI 0.745-0.819), which was assessed by DCA to be clinically important. CONCLUSION: In the group of people ≤ 50 years of age, elevated NHHR levels were substantially linked to a higher incidence of gallstones. This correlation was stronger in several specific groups such as females, under 35 years of age, smokers, and so on. Predictive models constructed using the NHHR have potential clinical value in assessing gallstone formation.

Optimising the indications for biliary stent placement during endoscopic retrograde cholangiopancreatography: a quality improvement initiative to enhance patient care and reduce healthcare resource utilisation.

BACKGROUND: A retrospective chart audit was performed to review biliary stent utilisation from January 2020 to January 2021. Non-guideline-based stent insertion was identified in 16% of patients with common bile duct (CBD) stones presenting for endoscopic retrograde cholangiopancreatography (ERCP). To improve this knowledge-practice gap, a quality improvement (QI) intervention was devised and trialled. AIM: To synchronise clinical indications for biliary stent insertion in patients with CBD stones in accordance with published guidelines. METHODS: Using a QI pre-post study design, chart audits were completed and shared with the ERCP team (n=6). Indication for biliary stent insertion was compared to published guidelines assessed by two reviewers independently (kappa statistic calculated). The QI intervention included an education session and quarterly practice audits. An interrupted time series with segmented regression was completed. RESULTS: A total of 661 patients (337 F), mean age 59±19 years (range 12-98 years), underwent 885 ERCPs during this postintervention period. Of 661 patients, 384 (58%) were referred for CBD stones. A total of 192 biliary stents (105 plastic, 85 metal) were placed during the first ERCP (192/661, 29%), as compared with the preintervention year (223/598, 37%, p=0.2). Furthermore, 13/192 stents (7%) were placed not in accordance with published guidelines (kappa=0.53), compared with 63/223 (28%) in the preintervention year (p<0.0001). A 75% reduction in overall avoidable stent placement was achieved with a direct cost avoidance of $C97 500. For the CBD stone subgroup, there was an 88% reduction in avoidable biliary stent placement compared with the preintervention year (8/384, 2% vs 61/375, 16%, p<0.0001). CONCLUSIONS: Education with audit and feedback supported the closing of a knowledge-to-practice gap for biliary stent insertion during ERCP, especially in patients with CBD stones. This has resulted in a notable reduction of avoidable stent placements and additional follow-up ERCPs and an overall saving of healthcare resources.

Association of tooth loss and gallstones: National Health and Nutrition Examination Survey 2017-2018.

Introduction: Gallstones are one of the most common digestive diseases globally, with an estimated affected population of 15% in the United States. Our aim is to assess the current association between oral health and gallstones, exploring potential mediation factors. Methods: Self-reported gallstones were determined based on medical condition questionnaires. Dental status was assessed by dental professionals and oral health questionnaire. Mediation analysis was conducted for body mass index, blood glucose, triglycerides, and cholesterol, and the percentage of mediation effects was calculated. Results: We included 444 patients with gallstones and 3565 non-gallstone participants from National Health and Nutrition Examination Survey. After fully adjusting for all covariates, the prevalence of gallstones is higher when the number of missing teeth is at T3 compared to T1 (odds ratio [OR]: 1.93, confidence interval [CI]: 1.14 - 3.26, p = 0.02, p-trend = 0.01), and there was an inverted L-shaped association between missing teeth and gallstones, with an inflection point of 17. Bone loss around mouth was also associated with gallstones (OR: 1.78, 95% CI: 1.27 - 2.48, p = 0.002), but not root caries and gum disease. Mediation analysis identified blood glucose as a crucial mediator, with a mediation effect ratio of 4.91%. Conclusions: Appropriate lifestyle interventions for patients with missing teeth may help delay the onset of gallstones, such as healthy dietary habits, trace elements supplementing, and managing weight and blood sugar levels. Further exploration of the relationship between oral health and overall health contributes to disease prevention and comprehensive medical management.

Rupture of intrahepatic bile duct after ERCP for common bile duct stone: A case report of rare complications.

RATIONALE: Complications after endoscopic retrograde cholangiopancreatography (ERCP) are diverse and usually treated with nonoperative management or percutaneous drainage; however, there are still some rare, life-threatening complications. This is an extremely rare case of biliary peritonitis caused by rupture of the intrahepatic bile duct after ERCP. PATIENT CONCERNS: A 63-year-old male underwent ERCP for common bile duct stones. On the second day after the procedure, the patient developed sepsis and abdominal distention. Contrast-enhanced computed tomography revealed a subcapsular hepatic fluid collection attached to the bile duct of segment VII. DIAGNOSES: Sepsis resulted in liver parenchyma rupture and intrahepatic bile duct injury after ERCP. Intraoperative cholangiography revealed a connection between a hole in the liver parenchymal surface and the intrahepatic bile duct. INTERVENTIONS: Surgeons performed the cholecystectomy, inserted a T-tube into the common bile duct stones, sutured the defect, and put 2 drainage tubes around the lesion. OUTCOMES: Postoperative recovery was uneventful, and the patient was discharged on the 17th postoperative day. LESSONS: Intrahepatic bile duct perforation after ERCP can lead to rupture of the liver parenchyma, biloma, or abdominal peritonitis. Multidisciplinary management is necessary to achieve favorable outcomes.

Association between triglyceride-glucose index and gallstones: a cross-sectional study.

This study used data from the National Health and Nutrition Examination Survey (NHANES) to investigate the relationship between the triglyceride-glucose (TyG) index and gallstones. We evaluated the data collected between 2017 to 2020. To evaluate the relationship between TyG index and gallstones, logistic regression analysis, basic characteristics of participants, subgroup analysis, and smooth curve fitting were utilized. The study included 3870 participants over the age of 20 years, 403 of whom reported gallstones, with a prevalence rate of 10.4%. After adjusting for all confounding factors, the risk of gallstones increased by 41% for each unit increase in the TyG index (OR 1.41, 95% CI 1.07, 1.86). The smooth curve fitting also showed a positive correlation between the TyG index and gallstones. Subgroup analysis revealed a significant positive relationship between the TyG index and the risk of gallstones in those aged < 50 years, women, individuals with total cholesterol levels > 200 mg/dL, individuals with body mass index (BMI) > 25, and individuals without diabetes. The risk of gallstones is positively correlated with a higher TyG index. Thus, the TyG index can be used as a predictor of the risk of gallstones.

Early Endoscopic Retrograde Cholangiopancreatography in Gallstone Pancreatitis Is Safe: Results From a Large Single-Center Retrospective Study.

OBJECTIVES: There is concern that performing early endoscopic retrograde cholangiopancreatography (ERCP) in the setting of gallstone pancreatitis (GSP) with choledocholithiasis can worsen underlying pancreatitis. This study was designed to assess outcomes of early versus delayed ERCP in patients with GSP with choledocholithiasis in the absence of cholangitis. MATERIALS AND METHODS: In this single-center retrospective study, we identified 124 patients who underwent ERCP for choledocholithiasis in the setting of GSP without cholangitis between 2012 and 2022. Timing of ERCP was categorized as early (<48 hours after time of diagnosis) versus delayed (>48 hours). Data on patient demographics, complications, length of stay (LOS), and mortality were collected. RESULTS: Cannulation success rates were similar for early and delayed ERCP (97% vs 100%). The adverse event rate for early ERCP was 15% compared to 29% for delayed ERCP. LOS for patients with predicted mild pancreatitis was shorter for early versus delayed ERCP (4.2 vs 7.1 days, P = 0.007). There were no deaths in either group. CONCLUSIONS: There was a trend toward fewer adverse events and there was a shorter LOS among patients with GSP with choledocholithiasis undergoing early versus delayed ERCP. Early ERCP should be considered, particularly in patients with predicted mild pancreatitis.

Holmium Yttrium-Aluminum-Garnet Laser Lithotripsy: An Effective Endoscopic Treatment for Bouveret's Syndrome.

Cite this article as: Güler HS, Üsküdar O. Holmium yttrium-aluminum-garnet laser lithotripsy: An effective endoscopic treatment for Bouveret's syndrome. Turk J Gastroenterol. 2024;35(3):262-263.

Cholelithiasis, Gut Microbiota and Bile Acids after Bariatric Surgery-Can Cholelithiasis Be Prevented by Modulating the Microbiota? A Literature Review.

BACKGROUND: Cholelithiasis is one of the more common complications following bariatric surgery. This may be related to the rapid weight loss during this period, although the exact mechanism of gallstone formation after bariatric surgery has not been fully elucidated. METHODS: The present literature review focuses on risk factors, prevention options and the impact of the gut microbiota on the development of gallbladder stones after bariatric surgery. RESULTS: A potential risk factor for the development of cholelithiasis after bariatric surgery may be changes in the composition of the intestinal microbiota and bile acids. One of the bile acids-ursodeoxycholic acid-is considered to reduce the concentration of mucin proteins and thus contribute to reducing the formation of cholesterol crystals in patients with cholelithiasis. Additionally, it reduces the risk of both asymptomatic and symptomatic gallstones after bariatric surgery. Patients who developed gallstones after bariatric surgery had a higher abundance of Ruminococcus gnavus and those who did not develop cholelithiasis had a higher abundance of Lactobacillaceae and Enterobacteriaceae. CONCLUSION: The exact mechanism of gallstone formation after bariatric surgery has not yet been clarified. Research suggests that the intestinal microbiota and bile acids may have an important role in this.

Prevalence and risk factors for gallstone and renal stone formation in patients with intestinal Behçet's disease.

BACKGROUND/AIMS: The association between inflammatory bowel disease (IBD) and gallstone and renal stone formation has been established. However, few studies have investigated this association in patients with intestinal Behçet's disease (BD). We aimed to examine the prevalence of gallstones and renal stones in patients with intestinal BD and identify potential risk factors. METHODS: We analyzed gallstone and renal stone occurrences in 553 patients diagnosed with intestinal BD who had undergone cross-sectional imaging examinations between March 2005 and April 2021 at the IBD Center, Severance Hospital, Seoul, South Korea. Logistic regression models were used to identify risk factors for gallstone and renal stone formation. RESULTS: Of 553 patients over a mean 12.1-year duration, 141 (25.4%) patients had gallstones and 35 (6.3%) had renal stones. In multivariate logistic regression analysis, disease duration > 19 years (OR 2.91, 95% CI 1.56-5.44, 0.002). No significant correlation 0.001), prior intestinal BD-related surgery (OR 2.29, 95% CI 1.42-3.68, p < 0.001), and disease activity index for intestinal BD scores ≥ 75 (OR 2.23, 95% CI 1.12-4.45, p = 0.022) were associated with increased gallstone occurrence. A positive correlation was observed between renal stones, disease duration > 19 years (OR 5.61, 95% CI 1.98-15.90, p = 0.001) and frequent hospitalization (> 3 times) (OR 3.29, 95% CI 1.52-7.13, p = 0.002). No significant correlation was observed between gallstone and renal stone occurrence. CONCLUSION: These findings contribute to greater understanding concerning gallstone and renal stone prevalence and associated risk factors in patients with intestinal BD.

Metabolomic profiles of incident gallstone disease.

BACKGROUND AND AIMS: Gallstone disease affects ≥40 million people in the USA and accounts for health costs of ≥$4 billion a year. Risk factors such as obesity and metabolic syndrome are well established. However, data are limited on relevant metabolomic alterations that could offer mechanistic and predictive insights into gallstone disease. This study prospectively identifies and externally validates circulating prediagnostic metabolites associated with incident gallstone disease. METHODS: Female participants in Nurses' Health Study (NHS) and Nurses' Health Study II (NHS II) who were free of known gallstones (N=9960) were prospectively followed up after baseline metabolomic profiling with liquid chromatography-tandem mass spectrometry. Multivariable logistic regression and enrichment analysis were used to identify metabolites and metabolite groups associated with incident gallstone disease at PFDR<0.05. Findings were validated in 1866 female participants in the Women's Health Initiative and a comparative analysis was performed with 2178 male participants in the Health Professionals Follow-up Study. RESULTS: After multivariate adjustment for lifestyle and putative risk factors, we identified and externally validated 17 metabolites associated with incident gallstone disease in women-nine triacylglycerols (TAGs) and diacylglycerols (DAGs) were positively associated, while eight plasmalogens and cholesterol ester (CE) were negatively associated. Enrichment analysis in male and female cohorts revealed positive class associations with DAGs, TAGs (≤56 carbon atoms and ≤3 double bonds) and de novo TAG biosynthesis pathways, as well as inverse associations with CEs. CONCLUSIONS: This study highlights several metabolites (TAGs, DAGs, plasmalogens and CE) that could be implicated in the aetiopathogenesis of gallstone disease and serve as clinically relevant markers.