Anastomotic Leak is Increased With Clostridium difficile Infection After Colectomy: Machine Learning-Augmented Propensity Score Modified Analysis of 46 735 Patients.

BACKGROUND: Clostridium difficile infection (CDI) is now the most common cause of healthcare-associated infections, with increasing prevalence, severity, and mortality of nosocomial and community-acquired CDI which makes up approximately one third of all CDI. There are also increased rates of asymptomatic colonization particularly in high-risk patients. C difficile is a known collagenase-producing bacteria which may contribute to anastomotic leak (AL). METHODS: Machine learning-augmented multivariable regression and propensity score (PS)-modified analysis was performed in this nationally representative case-control study of CDI and anastomotic leak, mortality, and length of stay for colectomy patients using the ACS-NSQIP database. RESULTS: Among 46 735 colectomy patients meeting study criteria, mean age was 61.7 years (SD 14.38), 52.2% were woman, 72.5% were Caucasian, 1.5% developed CDI, 3.1% developed anastomotic leak, and 1.6% died. In machine learning (backward propagation neural network)-augmented multivariable regression, CDI significantly increases anastomotic leak (OR 2.39, 95% CI 1.70-3.36; P < .001), which is similar to the neural network results. Having CDI increased the independent likelihood of anastomotic leak by 3.8% to 6.8% overall, and in dose-dependent fashion with increasing ASA class to 4.3%, 5.7%, 7.6%, and 10.0%, respectively, for ASA class I to IV. In doubly robust augmented inverse probability weighted PS analysis, CDI significantly increases the likelihood of AL by 4.58% (95% CI 2.10-7.06; P < .001). CONCLUSIONS: This is the first known nationally representative study on CDI and AL, mortality, and length of stay among colectomy patients. Using advanced machine learning and PS analysis, we provide evidence that suggests CDI increases AL in a dose-dependent manner with increasing ASA Class.

Harmonic scalpel hemorrhoidectomy: five hundred consecutive cases.

PURPOSE: The aim of this study was to evaluate the incidence of postoperative complications after Harmonic Scalpels hemorrhoidectomy and to identify any predisposing factors leading to postoperative complications. METHODS: Five hundred consecutive cases of Harmonic Scalpel hemorrhoidectomy were studied in a prospective manner. Postoperative complications were recorded, and any predisposing factors were evaluated. RESULTS: Three hundred fifty-five patients (71 percent) underwent Harmonic Scalpel hemorrhoidectomy alone. One hundred twenty patients (24 percent) underwent additional fissurectomy/sphincterotomy for fissure-in-ano, and 25 patients (5 percent) underwent additional fistulotomy. A total of 24 (4.8 percent) patients experienced some form of postoperative complication. Three patients (0.6 percent) experienced a secondary postoperative hemorrhage requiring reexploration under anesthesia. Two of the three patients were taking postoperative oral Toradol, and both had undergone an "open" hemorrhoidectomy technique. The third patient required suture ligation of multiple bleeding sites on two separate occasions at 7 and 14 days postoperatively. The patient was subsequently diagnosed as having Ehlers-Danlos syndrome. One patient experienced postoperative incontinence to flatus and stool. The patient had large, Grade TV postpartum hemorrhoids and had undergone a three-quadrant closed hemorrhoidectomy. The sphincter mechanism was intact on postoperative ultrasound, and an underlying pudendal neuropathy likely contributed to the sphincter dysfunction. Postoperative urinary retention was noted in 10 (2 percent) patients, postoperative fissure in 5 (1 percent), and abscess/fistula in 4 (0.8 percent). One patient (0.2 percent) required readmission for colonic pseudo-obstruction. CONCLUSION: Harmonic Scalpel hemorrhoidectomy is a safe surgical modality, and postoperative complication rates compare favorably with previously published studies. The combination of an "open" hemorrhoidectomy technique and prolonged oral Toradol administration may result in a higher incidence of postoperative hemorrhage.