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Scott J, Blackhurst D, Hodgens BD, Carbonell AM, Cobb WS, Richardson ES, Dahlgren NJ, Kothari SN. Use of Preoperative Endoscopic Capsule-Based pH Testing Before Bariatric Surgery. J Am Coll Surg 2024; 238:551-558. [PMID: 38230854 DOI: 10.1097/xcs.0000000000000974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2024]
Abstract
BACKGROUND Vertical sleeve gastrectomy is the most performed bariatric operation in the US; however, a significant number of patients suffer from persistent or new-onset reflux. No consensus for objective preoperative evaluation in these patients exists. We compared capsule-based pH testing vs GERD symptom scoring to determine extent of preoperative GERD to aid in procedure selection for bariatric surgery. STUDY DESIGN An IRB-approved retrospective review of consecutive patients at a single institution was performed from April 2021 to December 2022. During initial consultation for bariatric surgery, a validated GERD symptom subjective survey was administered. All patients demonstrating interest in sleeve gastrectomy or had a history of reflux underwent upper endoscopy with capsule-based pH testing. RESULTS Sixty-two patients underwent preoperative endoscopy with capsule-based pH testing and completed GERD symptom assessment survey(s). Median BMI was 43.4 kg/m 2 and 66.1% of patients were not taking a proton-pump inhibitor before performance of pH testing. There was negligible linear association between the objective DeMeester score obtained by capsule-based pH probe and GERD symptom survey scores. Median GERD symptom survey scores did not differ between patients with and without a diagnosis of GERD based on pH testing (all p values >0.11). CONCLUSIONS An objective method for identifying severe GERD in the preoperative assessment may aid in the decision tree for procedure selection and informed consent process. Patients with significant preoperative GERD may be at higher risk for future GERD-related sleeve complications. Capsule-based pH testing may prove to be superior to subjective symptom scoring systems in this patient population.
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Affiliation(s)
- John Scott
- From the Department of Surgery, Prisma Health, Greenville, SC (Scott, Blackhurst, Hodgens, Carbonell, Cobb, Dahlgren, Kothari)
| | - Dawn Blackhurst
- From the Department of Surgery, Prisma Health, Greenville, SC (Scott, Blackhurst, Hodgens, Carbonell, Cobb, Dahlgren, Kothari)
| | - Brian D Hodgens
- From the Department of Surgery, Prisma Health, Greenville, SC (Scott, Blackhurst, Hodgens, Carbonell, Cobb, Dahlgren, Kothari)
| | - Alfredo M Carbonell
- From the Department of Surgery, Prisma Health, Greenville, SC (Scott, Blackhurst, Hodgens, Carbonell, Cobb, Dahlgren, Kothari)
| | - William S Cobb
- From the Department of Surgery, Prisma Health, Greenville, SC (Scott, Blackhurst, Hodgens, Carbonell, Cobb, Dahlgren, Kothari)
| | - Emily S Richardson
- University of South Carolina School of Medicine Greenville, Greenville, SC (Richardson)
| | - Nicholas Jp Dahlgren
- From the Department of Surgery, Prisma Health, Greenville, SC (Scott, Blackhurst, Hodgens, Carbonell, Cobb, Dahlgren, Kothari)
| | - Shanu N Kothari
- From the Department of Surgery, Prisma Health, Greenville, SC (Scott, Blackhurst, Hodgens, Carbonell, Cobb, Dahlgren, Kothari)
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Fernández-Ananín S, Balagué Ponz C, Sala L, Molera A, Ballester E, Gonzalo B, Pérez N, Targarona EM. Gastroesophageal reflux after sleeve gastrectomy: The dimension of the problem. Cir Esp 2023; 101 Suppl 4:S26-S38. [PMID: 37952718 DOI: 10.1016/j.cireng.2023.05.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 05/28/2023] [Indexed: 11/14/2023]
Abstract
Sleeve gastrectomy is a safe and effective bariatric surgery in terms of weight loss and longterm improvement or resolution of comorbidities. However, its achilles heel is the possible association with the development with the novo and/or worsening of pre-existing gastroesophageal reflux disease. The anatomical and mechanical changes that this technique induces in the esophagogastric junction, support or contradict this hypothesis. Questions such as «what is the natural history of gastroesophageal reflux in the patient undergoing gastric sleeve surgery?», «how many patients after vertical gastrectomy will develop gastroesophageal reflux?» and «how many patients will worsen their previous reflux after this technique?» are intended to be addressed in the present article.
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Affiliation(s)
- Sonia Fernández-Ananín
- Unidad de Cirugía Gastrointestinal y Hematología, Servicio de Cirugía General y del Aparato Digestivo, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain.
| | - Carme Balagué Ponz
- Unidad de Cirugía Esofagogástrica, Bariátrica y Metabólica, Servicio de Cirugía General y Digestiva, Hospital Universitari Mutua de Terrassa, Universitat de Barcelona, Barcelona, Spain
| | - Laia Sala
- Unidad de Cirugía Gastrointestinal y Hematología, Servicio de Cirugía General y del Aparato Digestivo, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Antoni Molera
- Unidad de Cirugía Gastrointestinal y Hematología, Servicio de Cirugía General y del Aparato Digestivo, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Eulalia Ballester
- Unidad de Cirugía Gastrointestinal y Hematología, Servicio de Cirugía General y del Aparato Digestivo, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Berta Gonzalo
- Unidad de Cirugía Gastrointestinal y Hematología, Servicio de Cirugía General y del Aparato Digestivo, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Noelia Pérez
- Unidad de Cirugía Gastrointestinal y Hematología, Servicio de Cirugía General y del Aparato Digestivo, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Eduardo M Targarona
- Unidad de Cirugía Gastrointestinal y Hematología, Servicio de Cirugía General y del Aparato Digestivo, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
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Bonaldi M, Rubicondo C, Andreasi V, Giorgi R, Cesana G, Ciccarese F, Uccelli M, Zanoni A, Villa R, De Carli S, Oldani A, Dokic D, Olmi S. Role of Preoperative High-Resolution Manometry in the Identification of Patients at High Risk of Postoperative GERD Symptoms 1 Year After Sleeve Gastrectomy. Obes Surg 2023; 33:2749-2757. [PMID: 37466827 DOI: 10.1007/s11695-023-06732-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 07/05/2023] [Accepted: 07/14/2023] [Indexed: 07/20/2023]
Abstract
PURPOSE Sleeve gastrectomy (SG) has become the most common bariatric procedure, but it is often characterized by the onset of postoperative gastroesophageal reflux disease (GERD). High-resolution manometry (HRM) is a useful tool to detect risk factors for GERD. The aim of this study was to evaluate preoperative manometric parameters as possible predictors of postoperative GERD. MATERIALS AND METHODS This was a monocentric retrospective study. We analyzed 164 patients, with preoperative esophagitis/GERD symptoms who underwent preoperative HRM and were submitted to SG (July 2020-February 2022). RESULTS Postoperative GERD was observed in 60 patients (36.6%): 41 of them (68%) already had preoperative GERD symptoms, whereas the remaining 19 patients (32%) developed postoperative symptoms. Female patients developed postoperative GERD in a significantly higher fraction of cases as compared to male patients (82% versus 18%; p < 0.001). DCI (distal contractile integral) was identified as the only HRM parameter correlating with the presence of GERD. Patients with DCI ≤ 1623 mmHg*cm*s developed postoperative GERD in 46% of cases (n = 43/94), as compared to 24% of cases (n = 17/70) among patients with DCI > 1623 mmHg*cm*s (p = 0.005). At multivariable analysis, female sex (OR 3.402, p = 0.002), preoperative GERD symptoms (OR 2.489, p = 0.013), and DCI ≤ 1623 mmHg*s*cm (OR 0.335, p = 0.003) were identified as independent determinants of postoperative GERD. CONCLUSION All the patients with preoperative risk factors for reflux, such as GERD symptoms or esophagitis on EGDS (esophagogastroduodenoscopy), should be considered for an HRM. Moreover, when a DCI ≤ 1623 mmHg*s*cm is found, a bariatric procedure different from SG might be considered.
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Affiliation(s)
- Marta Bonaldi
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy.
| | - Carolina Rubicondo
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
| | - Valentina Andreasi
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
- Università Vita-Salute San Raffaele, Via Olgettina, 58, 20132, Milan, MI, Italy
| | - Riccardo Giorgi
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
| | - Giovanni Cesana
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
| | - Francesca Ciccarese
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
| | - Matteo Uccelli
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
| | - Adelinda Zanoni
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
| | - Roberta Villa
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
| | - Stefano De Carli
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
| | - Alberto Oldani
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
| | - Dusanka Dokic
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
| | - Stefano Olmi
- Department of General Surgery, Centre of Excellence S.I.C.Ob (Italian Society in Obesity Surgery), Viale Europa 7, 24040, Zingonia, BG, Italy
- Università Vita-Salute San Raffaele, Via Olgettina, 58, 20132, Milan, MI, Italy
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Sillcox R, Khandelwal S, Bryant MK, Vierra B, Tatum R, Yates R, Chen JY. Preoperative esophageal testing predicts postoperative reflux status in sleeve gastrectomy patients. Surg Endosc 2023:10.1007/s00464-023-10155-1. [PMID: 37264227 DOI: 10.1007/s00464-023-10155-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 05/20/2023] [Indexed: 06/03/2023]
Abstract
BACKGROUND Patients who undergo vertical sleeve gastrectomy (VSG) are at risk of postoperative GERD. The reasons are multifactorial, but half of conversions to Roux-en Y gastric bypass are for intractable GERD. Our institution routinely performs preoperative pH and high-resolution manometry studies to aid in operative decision making. We hypothesize that abnormal pH studies in concert with ineffective esophageal motility would lead to higher rates of postoperative reflux after VSG. METHODS A single institution retrospective review was conducted of adult patients who underwent preoperative pH and manometry testing and VSG between 2015 and 2021. Patients filled out a symptom questionnaire at the time of testing. Postoperative reflux was defined by patient-reported symptoms at 1-year follow-up. Univariate logistic regression was used to examine the relationship between esophageal tests and postoperative reflux. The Lui method was used to determine the cutpoint for pH and manometric variables maximizing sensitivity and specificity for postoperative reflux. RESULTS Of 291 patients who underwent VSG, 66 (22.7%) had a named motility disorder and 67 (23%) had an abnormal DeMeester score. Preoperatively, reflux was reported by 122 patients (41.9%), of those, 69 (56.6%) had resolution. Preoperative pH and manometric abnormalities, and BMI reduction did not predict postoperative reflux status (p = ns). In a subgroup analysis of patients with an abnormal preoperative pH study, the Lui cutpoint to predict postoperative reflux was a DeMeester greater than 24.8. Postoperative reflux symptoms rates above and below this point were 41.9% versus 17.1%, respectively (p = 0.03). CONCLUSION While manometry abnormalities did not predict postoperative reflux symptoms, GERD burden did. Patients with a mildly elevated DeMeester score had a low risk of postoperative reflux compared to patients with a more abnormal DeMeester score. A preoperative pH study may help guide operative decision-making and lead to better counseling of patients of their risk for reflux after VSG.
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Affiliation(s)
- Rachel Sillcox
- Department of Surgery, University of Washington, Seattle, WA, USA.
| | | | - Mary Kate Bryant
- Department of Surgery, University of Washington, Seattle, WA, USA
| | - Benjamin Vierra
- Department of Surgery, University of Washington, Seattle, WA, USA
| | - Roger Tatum
- Department of Surgery, University of Washington, Seattle, WA, USA
| | - Robert Yates
- Department of Surgery, University of Washington, Seattle, WA, USA
| | - Judy Y Chen
- Department of Surgery, University of Washington, Seattle, WA, USA
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Sleeve gastrectomy morphology and long-term weight-loss and gastroesophageal reflux disease outcomes. Surg Endosc 2023:10.1007/s00464-022-09555-6. [PMID: 36645483 DOI: 10.1007/s00464-022-09555-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 08/08/2022] [Indexed: 01/17/2023]
Abstract
BACKGROUND The relationship between sleeve gastrectomy (SG) morphology and long-term weight-loss and gastroesophageal reflux disease (GERD) outcomes is unknown. METHODS All patients (n = 268) undergoing SG performed by 3 surgeons at a single academic institution from January 1, 2010 to December 31, 2012 were included. Long-term weight-loss and GERD outcomes were available for 90 patients which were incorporated in analyses. SG morphology was determined from postoperative day 1 upper gastrointestinal series (UGIS) available from 50 patients. Images were independently categorized using previously published methodology as Dumbbell (38%), Lower Pouch (22%), Tubular (26%), or Upper Pouch (14%) by Radiologist and Surgeon. Radiologist categorization was used when disagreement occurred (8%). Univariable analyses were conducted to explore potential associations between SG morphology, weight loss, and GERD outcomes. RESULTS Follow-up was 8.2 ± 0.9 years. Population characteristics included age of 45.1 ± 10.8 years, female sex in 83.3%, and hiatal hernia repair (HHR) performed at index SG in 17.8%. Surgeons did not preferentially achieve a specific SG morphology. Changes from preoperative obesity and associated diseases comprised body mass index (BMI) (49.5 ± 7.6 vs. 39.2 ± 9.4 kg/m2; p < 0.0001), diabetes mellitus (30.0 vs. 12.2%; p = 0.0006), hypertension (70.0 vs. 54.4%; p = 0.0028), hyperlipidemia (42.2 vs. 24.2%;p = 0.0017), obstructive sleep apnea (41.1 vs. 15.6%; p < 0.0001), osteoarthritis (48.9 vs. 13.3%; p < 0.0001), back pain (46.5 vs. 28.9%; p = 0.0035), and medications (4.8 ± 3.3 vs. 3.7 ± 3.5; p < 0.0001). Dumbbell SG morphology was associated with lesser reduction in BMI at follow-up (--6.8 ± 7.2 vs. -12.4 ± 8.3 kg/m2; p = 0.0196) while greater BMI change was appreciated with Lower Pouch SG shape (-16.9 ± 9.9 vs. -8.4 ± 6.8 kg/m2; p = 0.0017). GERD was more prevalent at follow-up than baseline (67.8 vs. 47.8%; p < 0.0001). GERD-specific outcomes included de novo (51.1%), persistent (27.9%), worsened (58.1%), and resolved (14.0%) disease. Ten patients underwent reoperation for refractory GERD with SG morphology corresponding to Dumbbell (n = 5) and Upper Pouch (n = 1) for those with available UGIS. Univariable analyses showed that patients with GERD experienced a larger reduction in BMI compared with patients without GERD (-11.8 ± 7.7 vs. -7.0 ± 5.1 kg/m2; p = 0.0007). Patient age, surgeon, morphology category, and whether a HHR was done at index SG were not associated with the presence of any, de novo, or worsened GERD. Female sex was associated with worsened GERD (96.0 vs. 4.0%; p = 0.0455). Type of calibration device, distance from staple line to pylorus, and whether staple line reinforcement was used were not associated with SG morphology classification. CONCLUSION This is the first study assessing the impact of SG morphology on long-term weight loss and GERD. Our data suggest an association between SG morphology and long-term weight loss but not with GERD outcomes. Current technical standards may be limited in reproducing the same SG morphology. This information may help guide the technical optimization and standardization of SG. Surgeons did not favor a specific SG morphology (1). Our results signal to a relationship between radiographic assessment of SG morphology and long-term weight-loss outcomes with Dumbbell classification correlated with lesser reduction in BMI (2a) and Lower Pouch morphology associated with superior weight loss (2b). SG, sleeve gastrectomy; BMI, body mass index.
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Alvarez R, Ward BL, Xiao T, Zadeh J, Sarode A, Khaitan L, Abbas M. Independent association of preoperative Hill grade with gastroesophageal reflux disease 2 years after sleeve gastrectomy. Surg Obes Relat Dis 2022; 19:563-575. [PMID: 36635190 DOI: 10.1016/j.soard.2022.12.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 11/01/2022] [Accepted: 12/01/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND The sleeve gastrectomy (SG) is associated with postoperative gastroesophageal reflux disease (GERD). Higher endoscopic Hill grade has been linked to GERD in patients without metabolic surgery. How preoperative Hill grade relates to GERD after SG is unknown. OBJECTIVE To explore the relationship between preoperative Hill grade and GERD outcomes 2 years after SG. SETTING Academic hospital, United States. METHODS All patients (n = 882) undergoing SG performed by 5 surgeons at a single academic institution from January 2015 to December 2019 were included. Complete data sets were available for 360 patients, which were incorporated in analyses. GERD was defined as the presence of a diagnosis in the medical record accompanied by pharmacotherapy. Patients with GERD postoperatively (n = 193) were compared with those without (n = 167). Univariable and multivariable analyses were conducted to explore independent associations between preoperative factors and GERD outcomes. RESULTS The presence of any GERD increased at the postoperative follow-up of 25.2 (3.9) months compared with preoperative values (53.6% versus 41.1%; P = .0001). Secondary GERD outcomes at follow-up included de novo (41.0%), persistent (33.1%), resolved (28.4%), worsened (26.4%), and improved (12.2%) disease. Postoperative endoscopy and reoperation for GERD occurred in 26.4% and 6.7% of the sample. Patients with GERD postoperatively showed higher prevalence of Hill grade III-IV (32.6% versus 19.8%; P = .0062) and any hiatal hernia (HH) (36.3% versus 25.1%; P = .0222) compared with patients without postoperative GERD. Frequencies of gastritis, esophagitis A or B, duodenitis, and peptic ulcer disease were similar between groups. Higher prevalence of preoperative GERD (54.9% versus 25.1%; P < .0001), obstructive sleep apnea (66.8% versus 54.5%; P = .0171), and anxiety (25.4% versus 15.6%; P = .0226) was observed in patients with postoperative GERD compared with those without it. Baseline demographics, weight, other obesity-associated diseases, whether an HH was repaired at index SG, and follow-up length were statistically similar between groups. After adjusting for collinearity, preoperative GERD (odds ratio [OR] = 3.6; 95% confidence interval [CI], 2.2-5.7; P < .0001) and Hill grade III-IV (OR [95% CI]: 1.9 [1.1-3.1]; P = .0174) were independently associated with the presence of any GERD postoperatively. The preoperative presence of an HH >2 cm and whether an HH was repaired at index SG showed no independent association with GERD at follow-up. CONCLUSIONS More than 50% of patients experienced GERD 2 years after SG. Preoperative GERD confers the highest risk for GERD postoperatively. Hill grade III-IV is independently associated with GERD after SG. Whether a hiatal hernia repair was performed did not influence GERD outcomes. Preoperative esophagogastroduodenoscopy should be obtained before SG and Hill grade routinely captured and used to counsel patients about the risk of postoperative GERD after this procedure. Hill grade may help guide the choice of metabolic operation.
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Affiliation(s)
- Rafael Alvarez
- University Hospitals, Cleveland, Ohio; Case Western Reserve University School of Medicine, Cleveland, Ohio.
| | - Brandon L Ward
- Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Tianqi Xiao
- Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Jonathan Zadeh
- University Hospitals, Cleveland, Ohio; Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Anuja Sarode
- University Hospitals, Cleveland, Ohio; Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Leena Khaitan
- University Hospitals, Cleveland, Ohio; Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Mujjahid Abbas
- University Hospitals, Cleveland, Ohio; Case Western Reserve University School of Medicine, Cleveland, Ohio
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Li JZ, Broderick RC, Huang EY, Serra J, Wu S, Genz M, Sandler BJ, Jacobsen GR, Horgan S. Post Sleeve Reflux: indicators and impact on outcomes. Surg Endosc 2022; 37:3145-3153. [PMID: 35948805 DOI: 10.1007/s00464-022-09454-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 07/05/2022] [Indexed: 12/01/2022]
Abstract
INTRODUCTION Post-operative gastroesophageal reflux disease (GERD) remains a significant morbidity following sleeve gastrectomy (SG). We aim to evaluate the incidence and impact within a single center experience. MATERIALS AND METHODS A retrospective review of a prospectively maintained database was performed identifying laparoscopic or robotic SG patients. Primary outcomes included weight loss, rates of post-operative GERD (de-novo or aggravated), and re-intervention. Subgroup analysis was performed between patients with (Group 1) and without (Group 2) post-operative GERD. De-novo GERD and aggravated was defined as persistent GERD complaints or new/increased PPI usage in GERD naive or prior GERD patients, respectively. RESULTS 392 patients were identified between 2014 and 2019. Average demographics: age 42.3 (18-84) years, Charlson Comorbidity Index (CCI) 1.12 (0-10), and body mass index (BMI) 47.7 (28-100). 98% were performed laparoscopically. Average excess weight loss (EWL) was 51.0% and 46.4% at 1 and 2 years post-operatively. Average follow up was 516 (6-2694) days. 69 (17%) patients developed post operative de-novo or aggravated GERD. Group 1 had significantly higher EWL at 9 months (57% vs 47%, p 0.003). 13 (3%) patients required operative re-intervention for GERD and other morbidities: 4 RYGB conversions, 4 diagnostic laparoscopies, 3 HHR, 1 MSA placement. Group 1 had higher rates of post-operative intervention (14% vs 1%, p 0.0001). Subanalysis demonstrated that Group 1 had elevated preoperative DeMeester scores on pH testing (34.8 vs 18.9, p 0.03). De-novo GERD had an elevated post-operative total acid exposure when compared to aggravated GERD (12.7% vs 7.0% p 0.03). No significant differences were found between preoperative endoscopy findings, pre and postoperative total acid exposure, post-operative DeMeester scores, and high-resolution manometry values regarding de-novo/aggravated GERD development. CONCLUSION Preoperative DeMeester scores may serve as risk indicators regarding post-operative GERD. Outcomes such as reintervention remain elevated in post-operative GERD patients.
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Affiliation(s)
- Jonathan Z Li
- Division of Minimally Invasive Surgery, Center for the Future of Surgery, University of California San Diego, MET Building, Lower Level, 9500 Gilman Drive, MC 0740, La Jolla, CA, 92093-0740, USA.
| | - Ryan C Broderick
- Division of Minimally Invasive Surgery, Center for the Future of Surgery, University of California San Diego, MET Building, Lower Level, 9500 Gilman Drive, MC 0740, La Jolla, CA, 92093-0740, USA
| | - Estella Y Huang
- Division of Minimally Invasive Surgery, Center for the Future of Surgery, University of California San Diego, MET Building, Lower Level, 9500 Gilman Drive, MC 0740, La Jolla, CA, 92093-0740, USA
| | - Joaquin Serra
- Division of Minimally Invasive Surgery, Center for the Future of Surgery, University of California San Diego, MET Building, Lower Level, 9500 Gilman Drive, MC 0740, La Jolla, CA, 92093-0740, USA
| | - Samantha Wu
- Division of Minimally Invasive Surgery, Center for the Future of Surgery, University of California San Diego, MET Building, Lower Level, 9500 Gilman Drive, MC 0740, La Jolla, CA, 92093-0740, USA
| | - Michael Genz
- Division of Minimally Invasive Surgery, Center for the Future of Surgery, University of California San Diego, MET Building, Lower Level, 9500 Gilman Drive, MC 0740, La Jolla, CA, 92093-0740, USA
| | - Bryan J Sandler
- Division of Minimally Invasive Surgery, Center for the Future of Surgery, University of California San Diego, MET Building, Lower Level, 9500 Gilman Drive, MC 0740, La Jolla, CA, 92093-0740, USA
| | - Garth R Jacobsen
- Division of Minimally Invasive Surgery, Center for the Future of Surgery, University of California San Diego, MET Building, Lower Level, 9500 Gilman Drive, MC 0740, La Jolla, CA, 92093-0740, USA
| | - Santiago Horgan
- Division of Minimally Invasive Surgery, Center for the Future of Surgery, University of California San Diego, MET Building, Lower Level, 9500 Gilman Drive, MC 0740, La Jolla, CA, 92093-0740, USA
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Emile SH, Ghareeb W, Elfeki H, El Sorogy M, Fouad A, Elrefai M. Development and Validation of an Artificial Intelligence-Based Model to Predict Gastroesophageal Reflux Disease After Sleeve Gastrectomy. Obes Surg 2022; 32:2537-2547. [PMID: 35596915 PMCID: PMC9273557 DOI: 10.1007/s11695-022-06112-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 05/04/2022] [Accepted: 05/11/2022] [Indexed: 12/11/2022]
Abstract
Purpose Prediction of the onset of de novo gastroesophageal reflux disease (GERD) after sleeve gastrectomy (SG) would be helpful in decision-making and selection of the optimal bariatric procedure for every patient. The present study aimed to develop an artificial intelligence (AI)-based model to predict the onset of GERD after SG to help clinicians and surgeons in decision-making. Materials and Methods A prospectively maintained database of patients with severe obesity who underwent SG was used for the development of the AI model using all the available data points. The dataset was arbitrarily split into two parts: 70% for training and 30% for testing. Then ranking of the variables was performed in two steps. Different learning algorithms were used, and the best model that showed maximum performance was selected for the further steps of machine learning. A multitask AI platform was used to determine the cutoff points for the top numerical predictors of GERD. Results In total, 441 patients (76.2% female) of a mean age of 43.7 ± 10 years were included. The ensemble model outperformed the other models. The model achieved an AUC of 0.93 (95%CI 0.88–0.99), sensitivity of 79.2% (95% CI 57.9–92.9%), and specificity of 86.1% (95%CI 70.5–95.3%). The top five ranked predictors were age, weight, preoperative GERD, size of orogastric tube, and distance of first stapler firing from the pylorus. Conclusion An AI-based model for the prediction of GERD after SG was developed. The model had excellent accuracy, yet a moderate sensitivity and specificity. Further prospective multicenter trials are needed to externally validate the model developed. Graphical Abstract ![]()
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Affiliation(s)
- Sameh Hany Emile
- General Surgery Department, Mansoura University Hospitals, Mansoura University, Mansoura, Egypt.
| | - Waleed Ghareeb
- Gastrointestinal Surgery Unit, Department of Surgery, Faculty of Medicine, Suez Canal University Hospital, Ismailia, Egypt
| | - Hossam Elfeki
- General Surgery Department, Mansoura University Hospitals, Mansoura University, Mansoura, Egypt
| | - Mohamed El Sorogy
- Gastrointestinal Surgery Centre, Mansoura University, Mansoura, Egypt
| | - Amgad Fouad
- Gastrointestinal Surgery Centre, Mansoura University, Mansoura, Egypt
| | - Mohamed Elrefai
- Gastrointestinal Surgery Centre, Mansoura University, Mansoura, Egypt
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