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  • Why Stone in Gallbladder Created Repeatedly in Type 2 Diabetes: Understanding the Metabolic Connection

Why Stone in Gallbladder Created Repeatedly in Type 2 Diabetes: Understanding the Metabolic Connection

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April 10, 2026
• 13 min read
Naimish Mishra
Written by
Naimish Mishra
Shalu Raghav
Reviewed by:
Shalu Raghav
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Why Stone in Gallbladder Created Repeatedly in Type 2 Diabetes

If you have type 2 diabetes and have experienced the sharp, debilitating pain of a gallbladder attack, you might have noticed an unsettling pattern: the stones keep coming back. Perhaps you’ve undergone treatment to dissolve existing stones, only to find new ones forming within months. Or maybe you’re wondering why, despite managing your blood sugar diligently, your gallbladder continues producing these crystalline deposits that disrupt your life and threaten your health.

You’re not imagining this connection, and you’re certainly not alone. Research consistently demonstrates that people with type 2 diabetes face a significantly higher risk of developing gallstones compared to the general population. More troublingly, once you’ve had gallstones, the likelihood of recurrence remains elevated if the underlying metabolic dysfunction isn’t addressed properly.

The relationship between type 2 diabetes and gallstone formation runs deeper than simple coincidence. It involves complex interactions between insulin resistance, cholesterol metabolism, gallbladder motility, and autonomic nerve function—all of which create an environment where stones form easily and return persistently. Understanding these mechanisms empowers you to take targeted action beyond merely treating symptoms.

In this comprehensive guide, we’ll explore exactly why stones form repeatedly in the gallbladders of type 2 diabetics, examining the scientific evidence behind each contributing factor. We’ll investigate how insulin resistance affects bile composition, why high triglycerides matter, how autonomic neuropathy impairs gallbladder emptying, and what treatment options offer the best chance for lasting relief. By the end, you’ll possess actionable knowledge to discuss with your healthcare provider and implement in your daily life.


What Are Gallstones and Why Do They Form?

Before examining the diabetes-specific mechanisms, let’s establish what gallstones actually are and how they develop in the general population. Gallstones are solid conglomerates that form in your gallbladder or bile ducts when substances in bile crystallise and aggregate . These stones can range from tiny grains to golf-ball-sized masses, and their composition determines their characteristics and treatment approach.

Types of Gallstones

Approximately 80% of gallstones in Western countries are cholesterol stones, which form when bile contains too much cholesterol relative to bile acids and phospholipids . These stones typically appear yellowish and can be pure cholesterol (containing over 95% cholesterol by weight) or mixed stones (containing over 75% cholesterol plus calcium salts) .

The remaining 20% are pigment stones, classified as either black or brown. Black pigment stones consist primarily of calcium bilirubinate and form when excessive bilirubin enters bile, often due to hemolysis or liver disease . Brown pigment stones develop in the presence of bacterial infection or parasitic infestation and contain calcium salts of unconjugated bilirubin mixed with cholesterol and fatty acids .

Critically for diabetes patients, cholesterol stones predominate in individuals with metabolic dysfunction, including type 2 diabetes, obesity, and metabolic syndrome . This prevalence isn’t accidental—it reflects the specific metabolic disturbances that characterise these conditions.

The Pathophysiology of Stone Formation

Gallstone formation requires three simultaneous conditions, often called the “triangle of gallstone formation”: bile supersaturation with cholesterol, gallbladder hypomotility (poor contraction), and cholesterol crystal nucleation . When your liver secretes bile containing excessive cholesterol, or when your gallbladder fails to empty properly allowing bile to stagnate, cholesterol precipitates out of solution and forms crystals. These crystals act as seeds around which stones grow over time.

In healthy individuals, bile remains balanced through precise regulation of cholesterol secretion, bile acid synthesis, and gallbladder contraction. However, in type 2 diabetes, multiple factors disrupt this equilibrium, creating persistent conditions favouring stone formation and, crucially, recurrence after initial treatment.


The Insulin Resistance Connection: Why Diabetes Promotes Cholesterol Gallstones

The cornerstone of type 2 diabetes—insulin resistance—serves as the primary driver of gallstone formation and recurrence. This metabolic dysfunction doesn’t merely elevate blood glucose; it fundamentally alters how your liver processes cholesterol and how your gallbladder functions.

How Insulin Resistance Increases Hepatic Cholesterol Secretion

Your liver serves as the central organ regulating cholesterol homeostasis, and insulin profoundly influences its function. Research published in the Journal of Gastrointestinal Surgery demonstrates that insulin resistance stimulates cholesterol synthesis by upregulating 3-hydroxy-3-methylglutaryl coenzyme A (HMG-CoA) reductase, the rate-limiting enzyme in cholesterol production .

When you develop insulin resistance, your liver responds by producing more cholesterol than normal. This excess cholesterol has two possible destinations: entering your bloodstream (contributing to high blood cholesterol) or being secreted into bile (contributing to gallstone formation) . Studies using animal models have confirmed this mechanism—genetically modified mice with liver-specific insulin resistance developed massive cholesterol gallstones when fed cholesterol-enriched diets, while normal mice did not .

The implications for stone recurrence are significant. Even if you successfully dissolve existing stones through medication or have them removed surgically, ongoing insulin resistance means your liver continues overproducing cholesterol. New bile remains supersaturated, creating conditions ripe for new stone formation.

Population Studies Confirming the Link

A landmark study published in the American Journal of Gastroenterology examined 19,503 non-diabetic Korean men and found that insulin resistance, measured by the Homeostasis Model Assessment (HOMA-IR), was independently associated with gallstone disease regardless of obesity . Participants in the highest quartile of insulin resistance showed significantly higher gallstone prevalence compared to those in lower quartiles, and this association persisted even after stratifying for obesity status.

The researchers concluded that “insulin resistance was positively associated with gallstones in non-diabetic Korean men, and this occurred regardless of obesity,” suggesting that insulin resistance alone—without the full metabolic syndrome—suffices to increase gallstone risk . For type 2 diabetics, who by definition have insulin resistance, this finding explains the elevated baseline risk.

The Vicious Cycle: Gallstones Worsen Insulin Resistance

Compounding the problem, gallstones themselves appear to worsen metabolic dysfunction. Research indicates that gallstones reduce insulin sensitivity and increase hepatic triglycerides, creating a feedback loop where stones promote the very metabolic conditions that generate more stones . This bidirectional relationship helps explain why recurrence rates remain high—once formed, stones perpetuate the metabolic environment favouring their own regrowth.


Gallbladder Dysmotility: How Diabetes Paralyses Your Bile Storage

Even if your liver produces cholesterol-saturated bile, regular gallbladder contraction can prevent stone formation by emptying this bile before crystals have time to form and aggregate. Unfortunately, type 2 diabetes severely impairs this protective mechanism through multiple pathways.

Insulin Slows Gallbladder Contraction

Research published in the Journal of Gastrointestinal Surgery demonstrated that insulin resistance causes human gallbladder dysmotility . In this study of 192 healthy volunteers, those with higher insulin resistance showed significantly impaired gallbladder emptying after a fatty meal. The gallbladder ejection fraction (the percentage of bile expelled) was substantially lower in insulin-resistant individuals compared to insulin-sensitive controls .

The mechanism involves insulin’s direct effect on gallbladder smooth muscle. Even short-term hyperinsulinemia—achieved through four-hour insulin infusions in experimental settings—reduces gallbladder contractility . In type 2 diabetes, chronic hyperinsulinemia creates persistent impairment of gallbladder motility.

Autonomic Neuropathy: The Nerve Damage Factor

Long-standing type 2 diabetes often damages the autonomic nerves controlling gallbladder function—a condition called diabetic autonomic neuropathy. Studies using ultrasound measurements have shown that diabetic patients with autonomic neuropathy have significantly larger fasting gallbladder volumes and markedly impaired emptying compared to both healthy controls and diabetics without neuropathy .

One study published in the European Journal of Gastroenterology and Hepatology found that diabetic patients with symptomatic autonomic neuropathy had gallbladder emptying rates of only 0.0060 per minute compared to 0.0356 per minute in healthy controls—a nearly six-fold reduction . The residual gallbladder volume after meals was 15.22 ml in neuropathic patients versus 3.63 ml in controls, indicating profound stagnation .

This stasis allows bile to concentrate and cholesterol crystals to nucleate and grow. The researchers concluded that “impaired gall bladder contraction was found amongst patients of diabetes mellitus with autonomic neuropathy” and recommended routine gallbladder function evaluation in such patients .

The Cholecystokinin Connection

Cholecystokinin (CCK) is the hormone your duodenum releases in response to dietary fat, signalling your gallbladder to contract and release bile. In diabetes, this signalling pathway becomes impaired. Studies suggest that diminished CCK release or reduced gallbladder responsiveness to CCK contributes to the hypomotility observed in diabetic patients .

The result is a gallbladder that doesn’t empty completely or frequently enough. Bile remains stagnant for prolonged periods, allowing cholesterol to precipitate and crystals to aggregate—setting the stage for stone formation and recurrence.


High Triglycerides: The Lipid Link to Stone Recurrence

Type 2 diabetes commonly coexists with dyslipidemia, particularly elevated triglycerides. This lipid abnormality independently contributes to gallstone formation and explains why stones recur even when glucose control improves.

The Mechanism: Triglycerides and Bile Composition

People with diabetes generally have high levels of fatty acids called triglycerides, which increase gallstone risk . When triglyceride levels rise, your liver increases cholesterol secretion into bile to help metabolise these fats. This additional cholesterol load further saturates bile, promoting crystallisation .

Research from Johns Hopkins Medicine identifies diabetes as a major risk factor for gallstones specifically because of these elevated triglyceride levels . The metabolic syndrome cluster—encompassing insulin resistance, obesity, high triglycerides, and low HDL cholesterol—creates a “perfect storm” for cholesterol gallstone development .

The Weight Loss Paradox

Paradoxically, rapid weight loss—which many type 2 diabetics pursue to improve their condition—can temporarily increase gallstone risk. As your body metabolises stored fat during rapid weight loss, your liver secretes extra cholesterol into bile, potentially triggering stone formation . This explains why some patients develop gallstones shortly after beginning very-low-calorie diets or after bariatric surgery.

However, this doesn’t mean you should avoid weight loss. Gradual, sustained weight reduction (1-2 pounds per week) combined with maintaining some dietary fat intake actually protects against stones by promoting regular gallbladder emptying . The key is avoiding crash diets and ensuring your gallbladder contracts regularly.


Why Stones Recur: The Problem with Current Treatments

Understanding why gallstones return after treatment requires examining the limitations of available therapies and how they interact with diabetic metabolism.

Dissolution Therapy Limitations

Ursodeoxycholic acid (ursodiol), a bile acid medication, can dissolve small cholesterol stones over 6-18 months of treatment . However, the recurrence rate following dissolution is 50% within five years, and most patients form new stones within 5-10 years after discontinuing treatment .

For diabetic patients, this high recurrence rate reflects the persistent underlying metabolic dysfunction. While ursodiol desaturates bile and prevents crystal formation during treatment, it doesn’t address the insulin resistance driving excessive cholesterol secretion or the gallbladder dysmotility allowing bile stagnation. Once treatment stops, the metabolic environment remains unchanged, and stones reform .

Surgical Removal Considerations

Cholecystectomy (gallbladder removal) eliminates the organ where stones form, providing permanent relief from gallstone disease . However, this surgery carries particular considerations for diabetic patients.

Research indicates that cholecystectomy itself may affect glucose metabolism. A study published in the Journal of Internal Medicine found that patients who underwent cholecystectomy showed significantly greater increases in fasting plasma glucose and HbA1c over 3.2 years of follow-up compared to controls . After adjusting for confounders, cholecystectomy was associated with a 2.5-fold increased risk of significant fasting glucose elevation and 2.6-fold increased risk of HbA1c increase .

Bile plays an essential role in glucose metabolism by stimulating insulin release from the pancreas . When the gallbladder is removed, bile flows continuously into the intestine rather than being released in coordinated bursts, potentially disrupting this glucose-regulating mechanism . While cholecystectomy remains the definitive treatment for symptomatic gallstones, diabetic patients require careful postoperative monitoring of blood sugar levels.

The “Watch and Wait” Approach

For asymptomatic stones, current guidelines recommend against prophylactic cholecystectomy in diabetic patients . Early studies suggesting diabetics faced dramatically higher complication rates from gallstone disease have been challenged by more recent evidence showing comparable surgical outcomes when proper perioperative care is provided

The decision analysis indicates that prophylactic cholecystectomy for silent stones doesn’t increase life expectancy or quality of life and may actually reduce it due to surgical risks

. Therefore, unless stones cause symptoms or complications, expectant management with lifestyle modification and metabolic optimisation represents the preferred approach.


Metformin: A Protective Factor Against Gallstone Formation

Amidst the concerning connections between diabetes and gallstones, research has identified a protective factor in the most commonly prescribed diabetes medication: metformin.

Evidence for Metformin’s Protective Effect

A 12-year follow-up study using Taiwan’s National Health Insurance database found that long-term metformin use was associated with significantly reduced gallstone risk . Among 20,364 diabetic patients, those with more than 180 cumulative defined daily doses of metformin showed a 43% reduction in gallstone risk compared to non-users (adjusted hazard ratio 0.57) .

The protective effect showed a duration-response relationship—longer metformin use correlated with greater risk reduction. Short-term use (29-180 cumulative DDD) showed no significant benefit, suggesting that sustained treatment is necessary for gallstone prevention .

Proposed Mechanisms

While the exact mechanisms remain under investigation, researchers hypothesise that metformin’s glucose-lowering effects improve overall metabolic control, thereby reducing the cholesterol supersaturation of bile . Additionally, metformin may influence bile acid composition and gallbladder motility through its effects on insulin sensitivity and gut hormones.

Animal studies support this protective effect. Research in C57Bl/6 mice fed high-fat, cholesterol-rich diets showed that metformin prevented gallstone formation, though interestingly it also induced gallbladder mucosal calcification (porcelain gallbladder) in some animals . Whether this calcification occurs in humans and whether it carries clinical significance requires further investigation.

For diabetic patients concerned about gallstone recurrence, these findings suggest that metformin—already indicated for glucose control—may offer additional benefits for biliary health when used long-term .


Real-Life Scenario: Managing Recurrent Gallstones in Type 2 Diabetes

Consider the case of a 52-year-old woman with type 2 diabetes diagnosed five years ago. She presents with recurrent right upper quadrant pain occurring after fatty meals. Ultrasound reveals multiple small cholesterol gallstones, similar to stones she had dissolved with ursodiol two years previously.

Her metabolic profile shows HbA1c of 8.2%, triglycerides of 280 mg/dL, and BMI of 32. She reports irregular meal patterns, often skipping breakfast, and has recently lost 15 pounds rapidly through a very-low-calorie diet.

Her gastroenterologist explains that her recurrent stones stem from multiple factors: persistent insulin resistance causing cholesterol oversaturation of bile, autonomic neuropathy impairing gallbladder emptying (she also reports constipation and early satiety), high triglycerides further enriching bile with cholesterol, and rapid weight loss temporarily increasing cholesterol secretion into bile.

The management plan includes:

  • Initiating metformin for glucose control and potential gallstone protection
  • Gradual weight loss rather than crash dieting
  • Regular meal patterns including breakfast to promote gallbladder emptying
  • Dietary modification including healthy fats to stimulate CCK release
  • Triglyceride-lowering therapy
  • Consideration of cholecystectomy if symptoms recur, given the high likelihood of further recurrence with conservative management

This scenario illustrates how addressing the metabolic root causes—not just the stones themselves—offers the best chance of preventing recurrence.


Expert Contribution: Medical Perspectives on Gallstone-Diabetes Management

Gastroenterologists and endocrinologists increasingly recognise gallstone disease as a manifestation of metabolic dysfunction rather than an isolated biliary disorder.

Dr. Piero Portincasa, a leading researcher in biliary disease, notes that “gallstones can be largely considered a metabolic dysfunction-associated gallstone disease, a condition prone to specific and systemic preventive measures” . This perspective shifts management from purely symptomatic treatment to comprehensive metabolic optimisation.

The American College of Gastroenterology emphasises that while cholecystectomy remains the definitive treatment for symptomatic gallstones, diabetic patients require particular attention to perioperative glucose management and cardiovascular risk assessment . Laparoscopic cholecystectomy is safe in diabetics when performed with appropriate care, and provides complete relief from biliary pain in 92% of patients .

Regarding prevention, experts recommend that diabetic patients focus on maintaining stable weight, avoiding rapid weight loss, consuming regular meals with moderate healthy fats, and optimising glycemic control to improve gallbladder motility and bile composition .


Recommendations Grounded in Proven Research and Facts

Based on current evidence, here are actionable recommendations for type 2 diabetics concerned about gallstone formation and recurrence:

Dietary Strategies

  • Maintain regular meal patterns: Eating breakfast and avoiding prolonged fasting prevents bile stasis. Include moderate amounts of healthy fats (olive oil, avocado, nuts) to stimulate gallbladder contraction .
  • Emphasise fibre and calcium: High-fibre and high-calcium diets reduce hydrophobic bile acids and promote regular gallbladder emptying .
  • Include vitamin C: This vitamin promotes cholesterol conversion to bile acids. Observational studies show regular vitamin C users have lower gallstone prevalence (4.7% vs. 8.2%) .
  • Avoid very-low-calorie diets: If weight loss is necessary, aim for gradual reduction (1-2 pounds weekly) rather than rapid loss that increases cholesterol secretion into bile .
  • Limit refined carbohydrates and saturated fats: These worsen insulin resistance and triglyceride levels, compounding stone risk .

Medical Management

  • Optimise glycemic control: Target HbA1c below 7% to improve insulin sensitivity and potentially reduce bile cholesterol saturation .
  • Consider metformin: If not already prescribed, discuss with your doctor whether metformin is appropriate for your diabetes management, given its association with reduced gallstone risk .
  • Manage triglycerides: Aim for triglyceride levels below 150 mg/dL through diet, exercise, and medication if necessary.
  • Screen for autonomic neuropathy: If you experience symptoms like gastroparesis, constipation, or urinary issues, ask about gallbladder function evaluation.

Monitoring and Treatment Decisions

  • Ultrasound surveillance: If you have asymptomatic stones, annual ultrasound monitoring may be appropriate, particularly for stones larger than 2 cm which carry higher malignancy risk .
  • Consider cholecystectomy for symptomatic stones: Laparoscopic removal provides definitive treatment with low recurrence risk, though diabetic patients require careful postoperative glucose monitoring .
  • Ursodiol for high-risk patients: If surgery isn’t feasible, long-term ursodiol may prevent stone formation, though recurrence is common after stopping treatment .

Lifestyle Modifications

  • Regular physical activity: At least 30 minutes of moderate exercise most days improves insulin sensitivity and gallbladder motility .
  • Maintain healthy weight: Obesity increases gallstone risk, but avoid crash dieting. Aim for gradual, sustained weight loss if overweight .
  • Stay hydrated: Adequate fluid intake supports bile production and prevents concentration .

Key Takeaways

Understanding why stones form repeatedly in type 2 diabetes requires recognising the condition as a systemic metabolic disorder affecting multiple organs, including the biliary system. The key points to remember include:

  1. Insulin resistance drives cholesterol overproduction: Your liver secretes excess cholesterol into bile due to insulin resistance, creating supersaturated bile that forms stones easily .
  2. Gallbladder dysmotility allows stagnation: Insulin resistance and autonomic neuropathy impair gallbladder contraction, letting bile sit long enough for crystals to form and aggregate .
  3. High triglycerides compound the problem: Diabetic dyslipidemia further enriches bile with cholesterol, promoting stone formation .
  4. Recurrence reflects persistent metabolic dysfunction: Treatments that don’t address insulin resistance—like stone dissolution or even cholecystectomy—leave the underlying stone-promoting environment intact .
  5. Metformin may offer protection: Long-term metformin use is associated with significantly reduced gallstone risk in diabetic patients .
  6. Lifestyle modification is essential: Regular meals, gradual weight loss, healthy fats, and optimised glycemic control address the root causes of stone formation.

The most effective approach combines treating existing stones (whether through medication or surgery) with comprehensive metabolic management to prevent new stone formation. For type 2 diabetics, managing gallstones isn’t just about the gallbladder—it’s about addressing the whole metabolic system.


Frequently Asked Questions (FAQs) on Why Stone in Gallbladder Created Repeatedly in Type 2 Diabetes

Can Type 2 Diabetes Cause Gallstones?

Yes, type 2 diabetes significantly increases gallstone risk through multiple mechanisms. Insulin resistance promotes cholesterol overproduction by the liver, leading to cholesterol-supersaturated bile. Additionally, diabetes-related autonomic neuropathy impairs gallbladder contraction, allowing bile to stagnate and crystallise. Studies show people with diabetes have 1.56 times higher risk of gallbladder disease compared to those without diabetes .

Why Do Gallstones Often Develop in the Gallbladder?

Gallstones form in the gallbladder because this organ stores and concentrates bile between meals. When bile contains excessive cholesterol (from insulin resistance) and the gallbladder doesn’t empty properly (from neuropathy or hypomotility), cholesterol precipitates out of solution and forms crystals. The gallbladder’s storage function allows these crystals time to aggregate into stones .

Is Metformin Safe With Gallstones?

Yes, metformin is not only safe but may be protective against gallstones. Research shows long-term metformin use is associated with a 43% reduction in gallstone risk among diabetic patients. The medication improves insulin sensitivity and glycemic control, which likely reduces cholesterol secretion into bile. However, discuss your specific situation with your doctor, as individual factors may vary .

Why Does Sugar Cause Gallstones?

While sugar itself doesn’t directly form stones, high sugar intake contributes to insulin resistance and obesity—major risk factors for cholesterol gallstones. When you consume excess sugar, your body requires more insulin to manage blood glucose. Over time, this leads to insulin resistance, which upregulates liver cholesterol synthesis and secretion into bile. Additionally, sugar consumption raises triglycerides, further promoting stone formation .

Can Gallbladder Removal Affect Blood Sugar Levels?

Yes, research indicates cholecystectomy may affect glucose metabolism. Studies show patients who undergo gallbladder removal have higher rates of fasting glucose and HbA1c increases compared to controls. Bile normally stimulates insulin release from the pancreas; without a gallbladder, bile flows continuously rather than in coordinated releases, potentially disrupting glucose regulation. Diabetic patients require careful postoperative blood sugar monitoring .

How Can I Prevent Gallstone Recurrence With Diabetes?

Preventing recurrence requires addressing the metabolic root causes: maintain regular meal patterns with moderate healthy fats to promote gallbladder emptying; achieve gradual weight loss (avoid crash diets); optimise glycemic control with medications like metformin; manage triglycerides; consume adequate fibre, calcium, and vitamin C; and engage in regular physical activity. These measures improve insulin sensitivity and bile composition .

What Are the Treatment Options for Diabetic Patients With Gallstones?

Treatment options include expectant management for asymptomatic stones; ursodeoxycholic acid for dissolution of small cholesterol stones (though recurrence is common); laparoscopic cholecystectomy for symptomatic stones (safe in diabetics with proper care); and extracorporeal shock wave lithotripsy in select cases. Diabetic patients with symptomatic stones usually require surgery, as this provides definitive treatment with 92% complete pain relief .

Does Gallbladder Removal Increase Diabetes Risk?

Research suggests cholecystectomy is associated with dysglycemia—abnormal blood sugar regulation including both prediabetes and diabetes. Studies found higher proportions of significant fasting glucose and HbA1c increases in post-cholecystectomy patients compared to controls. However, whether this represents causation or correlation requires further investigation. If you have diabetes and undergo gallbladder removal, expect closer postoperative glucose monitoring .


References

  1. StatPearls. Gallstones (Cholelithiasis). NCBI Bookshelf, NIH. Available at: https://www.ncbi.nlm.nih.gov/books/NBK459370/
  2. Johns Hopkins Medicine. Gallstones. Available at: https://www.hopkinsmedicine.org/health/conditions-and-diseases/gallstones
  3. Apollo 24/7. Diabetes And Gallbladder Health: Understanding The Risks. Available at: https://www.apollo247.com/blog/article/understanding-the-risks-and-prevention
  4. Kwon OS, et al. Insulin Resistance is Associated with Gallstones Even in Non-obese, Non-diabetic Korean Men. PMC. Available at: https://pmc.ncbi.nlm.nih.gov/articles/PMC2526403/
  5. Levels.com. How glucose and insulin affect our digestive system. Available at: https://www.levels.com/blog/how-glucose-and-insulin-affect-our-digestive-system
  6. Portincasa P, et al. Metabolic dysfunction-associated gallstone disease. PMC. Available at: https://pmc.ncbi.nlm.nih.gov/articles/PMC10543156/
  7. Lai SW, et al. Metformin Use Correlates with Reduced Risk of Gallstones in Diabetic Patients: A 12-Year Follow-up Study. PMC. Available at: https://pmc.ncbi.nlm.nih.gov/articles/PMC5660725/
  8. DrOracle AI. What are the considerations for using metformin in patients with gallstones? Available at: https://www.droracle.ai/articles/653748/what-are-the-considerations-for-using-metformin-in-patients
  9. Dorvash MR, et al. Metformin treatment prevents gallstone formation but mimics porcelain gallbladder in C57Bl/6 mice. PubMed. Available at: https://pubmed.ncbi.nlm.nih.gov/29883669/
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