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Predictors of Early Postoperative Bleeding Following Primary Bariatric Surgery: A Retrospective Cohort Study

This retrospective cohort study of nearly 14,000 bariatric surgery patients identifies smoking, hypertension, cardiovascular disease, combined oral contraceptive use, Roux-en-Y gastric bypass procedure, longer operative duration, and intraoperative complications as significant independent predictors of early postoperative bleeding.

Original authors: Sanaulhaq Saqeb, Abdolreza Pazouki, Tofigh Mobaderi, Shahab Shahabi Shahmiri, Seyed Nooredin Daryabari, Darokhan Malakzoi, Fahime Yarigholi

Published 2026-09-20
📖 4 min read☕ Coffee break read

Original authors: Sanaulhaq Saqeb, Abdolreza Pazouki, Tofigh Mobaderi, Shahab Shahabi Shahmiri, Seyed Nooredin Daryabari, Darokhan Malakzoi, Fahime Yarigholi

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Obesity has become a defining health challenge of our time, affecting a growing share of the global population and leading to serious, long-term health issues. For many people with severe obesity, surgery offers the most effective path to lasting weight loss and improved health. These procedures, which reduce the size of the stomach or change how food moves through the digestive system, have become safer and more common over the last few decades. However, like any major operation, they carry risks. One of the most serious and immediate dangers is bleeding after the surgery. While modern techniques have lowered the overall rate of this complication, it remains the primary reason patients need to return to the operating room within a month of their initial procedure. Understanding exactly who is most likely to experience this bleeding is crucial, not just for surgeons, but for the patients themselves, as it allows medical teams to prepare better and watch more closely when necessary.

A team of researchers in Iran recently set out to solve a specific puzzle: what factors make a patient more likely to bleed in the first day after weight-loss surgery? They looked at the medical records of nearly 14,000 adults who had undergone these operations between 2009 and 2024. The team defined a bleeding event strictly: it had to happen within the first 24 hours, involve a significant drop in the patient's blood count, and require a blood transfusion, a second surgery, or a special radiological procedure to stop the flow. Out of the thousands of patients, only 58 experienced this complication, a rate of about 0.41 percent. Because the event was so rare, the researchers used a specialized statistical method designed to handle small numbers of occurrences without producing misleading results. This approach allowed them to separate true warning signs from random noise.

The study revealed that certain patient characteristics and events during the operation were strong predictors of early bleeding. The most striking finding was related to smoking. Patients who smoked were far more likely to bleed than those who did not, with the risk increasing dramatically. High blood pressure and existing heart disease also raised the odds significantly. Perhaps surprisingly, the use of combined oral contraceptives by female patients was associated with an even higher risk than smoking or heart disease. The researchers also found that the length of the surgery mattered; operations that took longer were linked to a higher chance of bleeding. This suggests that more complex procedures or difficulties encountered while operating can increase the risk. Additionally, if the surgeon accidentally injured the liver, spleen, or a major blood vessel during the operation, the likelihood of postoperative bleeding rose sharply.

Interestingly, the study challenged some common assumptions about who is at risk. While the type of surgery performed was considered, the data showed that the specific technique used—whether it was a gastric bypass or a sleeve gastrectomy—was not an independent cause of bleeding once other factors were taken into account. Similarly, the patient's age and gender did not play a significant role in predicting who would bleed. This shifts the focus away from simple demographics and toward modifiable health factors and the details of the surgical process itself. The researchers noted that while the overall number of bleeding events was small, the patterns they found were consistent and statistically robust.

The implications of these findings are practical and immediate. By identifying patients who smoke, have high blood pressure, heart conditions, or take specific hormonal medications, medical teams can create tailored plans to reduce risk before the surgery even begins. For those patients, this might mean stricter monitoring, different medication adjustments, or more intensive preparation. The study also highlights the importance of surgical precision, as longer operations and accidental injuries during the procedure were clear warning signs. Ultimately, this research provides a clearer map for navigating the risks of weight-loss surgery, helping doctors and patients make better-informed decisions and ensuring that the path to better health remains as safe as possible.

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