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Record W2981795865

Bariatric surgery for people with diabetes and morbid obesity: an evidence-based analysis.

2009· article· en· W2981795865 on OpenAlexaboutno aff
Medical Advisory Secretariat

Bibliographic record

VenuePubMed · 2009
Typearticle
Languageen
FieldMedicine
TopicBariatric Surgery and Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsMorbid obesityMedicineDiabetes mellitusObesityObesity SurgerySurgeryWeight lossGastric bypassInternal medicineEndocrinology
DOInot available

Abstract

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UNLABELLED: In June 2008, the Medical Advisory Secretariat began work on the Diabetes Strategy Evidence Project, an evidence-based review of the literature surrounding strategies for successful management and treatment of diabetes. This project came about when the Health System Strategy Division at the Ministry of Health and Long-Term Care subsequently asked the secretariat to provide an evidentiary platform for the Ministry's newly released Diabetes Strategy.After an initial review of the strategy and consultation with experts, the secretariat identified five key areas in which evidence was needed. Evidence-based analyses have been prepared for each of these five areas: insulin pumps, behavioural interventions, bariatric surgery, home telemonitoring, and community based care. For each area, an economic analysis was completed where appropriate and is described in a separate report.To review these titles within the Diabetes Strategy Evidence series, please visit the Medical Advisory Secretariat Web site, http://www.health.gov.on.ca/english/providers/program/mas/masabout.html,DIABETES STRATEGY EVIDENCE PLATFORM: Summary of Evidence-Based AnalysesContinuous Subcutaneous Insulin Infusion Pumps for Type 1 and Type 2 Adult Diabetics: An Evidence-Based AnalysisBehavioural Interventions for Type 2 Diabetes: An Evidence-Based AnalysisBARIATRIC SURGERY FOR PEOPLE WITH DIABETES AND MORBID OBESITY: An Evidence-Based SummaryCommunity-Based Care for the Management of Type 2 Diabetes: An Evidence-Based AnalysisHome Telemonitoring for Type 2 Diabetes: An Evidence-Based AnalysisApplication of the Ontario Diabetes Economic Model (ODEM) to Determine the Cost-effectiveness and Budget Impact of Selected Type 2 Diabetes Interventions in Ontario OBJECTIVE: The purpose of this evidence-based analysis was to examine the effectiveness and cost-effectiveness of bariatric surgery for the management of diabetes in morbidly obese people. This report summarized evidence specific to bariatric surgery and the improvement of diabetes from the full evidence-based analysis of bariatric surgery for the treatment of morbid obesity completed by the Medical Advisory Secretariat (MAS) in January 2005. To view the full report, please visit the MAS website at: http://www.health.gov.on.ca/english/providers/program/mas/tech/techmn.html. CLINICAL NEED: CONDITION AND TARGET POPULATION Obesity is defined as an excessive accumulation of body fat as measured by the body mass index (BMI) and calculated as body weight in kilograms (kg) divided by height in metres squared (m(2)). People with a BMI over 30 kg/m(2) are considered obese in most countries. The condition is associated with the development of several diseases, including hypertension, diabetes mellitus (type 2 diabetes), hyperlipidemia, coronary artery disease, obstructive sleep apnea, depression, and cancers of the breast, uterus, prostate, and colon. Clinically severe, or morbid obesity, is commonly defined by a BMI of at least 40 kg/m(2), or a BMI of at least 35 kg/m(2) if there are comorbid conditions such as diabetes, cardiovascular disease, or arthritis. The prevalence of morbid obesity among people with type 2 diabetes has been examined and of 2,460 patients with type 2 diabetes, 52% (n = 1,279) were obese (BMI ≥ 30 kg/m(2)) and 23% (n = 561) had a BMI ≥ 35 kg/m(2). BARIATRIC SURGERY: Men and women with morbid obesity may be eligible for surgical intervention. There are numerous surgical options available, all of which can be divided into two general types, both of which can be performed either as open surgery or laparoscopically: malabsorptive - bypassing parts of the gastrointestinal tract to limit the absorption of food, andrestrictive - decreasing the size of the stomach in order for the patient to feel satiated with a smaller amount foodSurgery for morbid obesity is usually considered a last resort for people who have attempted first-line medical management (e.g. diet, behaviour modification, increased physical activity, and drugs) but who have not lost weight permanently. Surgery is restricted to people with morbid obesity (BMI ≥ 40 kg/m(2)) or those with a BMI of at least 35 kg/m(2) and serious comorbid conditions. EVIDENCE-BASED ANALYSIS METHODS: Details of the full literature search can be found in the 2005 evidence-based analysis of bariatric surgery (http://www.health.gov.on.ca/english/providers/program/mas/tech/techmn.html). Briefly, a literature search was conducted examining published works from January 1996 to December 2004, including OVID MEDLINE, MEDLINE In-Process and Other Non-Indexed Citations, EMBASE, the Cumulative Index to Nursing & Allied Health Literature (CINAHL), The Cochrane Library, and the International Agency for Health Technology Assessment/Centre for Review and Dissemination. INCLUSION CRITERIA: Data on the effectiveness or cost-effectiveness of bariatric surgery for the improvement of diabetesSystematic reviews, randomized controlled trials (RCTs), and observational controlled prospective studies that had >100 patientsRandomized controlled trials (RCTs), systematic reviews and meta-analyses EXCLUSION CRITERIA: Duplicate publications (superseded by another publication by the same investigator group, with the same objective and data)Non-English-language articlesNon-systematic reviews, letters, and editorialsAnimal and in-vitro studiesCase reports, case seriesStudies that did not examine the outcomes of interest OUTCOMES OF INTEREST: Improvement or resolution of diabetesThe quality of the studies was examined according to the GRADE Working Group criteria for grading quality of evidence. SUMMARY OF FINDINGS: There is evidence that bariatric surgery is effective for improvement and resolution of diabetes in patients who are morbidly obese (BMI≥35 kg/m(2)). The quality of evidence for the use of bariatric surgery for the resolution or improvement of diabetes in morbidly obese people, according to the GRADE quality-of-evidence criteria, was found to be moderate (see ES Table 1). Comparison of various bariatric techniques: No prospective, long-term direct comparison is available between malabsorptive and restrictive techniques.Retrospective subgroup analyses from a large observational study showed greater improvement and resolution of diabetes using malabsorptive techniques rather than purely restrictive methods.There is evidence from a meta-analysis that malabsorptive techniques are better than other banding techniques in terms of improvement and resolution of diabetes. KEYWORDS: Bariatric surgery, morbid obesity, comorbidity, diabetes ES Table 1:GRADE Quality of Evidence for Bariatric Surgery for the Resolution or Improvement of DiabetesOutcomeQuality AssessmentSummary of FindingsDesignQualityConsistencyDirectnessOtherNo. of PatientsEffectQualityImprovement in HbA1c indiabetic and glucoseintolerant patientsMeta-analysisModerate*ConsistentDirectNonen=171-2.70% (-5.0% to -0.70%)weighted mean change(range)ModerateResolution or improvement of diabetes(Studies reporting combinationas well as studies that only usedthe term "improved", but not thestudies reporting only resolution)Meta-analysisModerate*ConsistentDirectNone414/485(n resolved orimproved/nevaluated)86.0% (78.4% to 93.7%)mean% (95% CI)ModerateResolution of diabetes(diabetes disappeared or nolonger required therapy)Meta-analysisModerate*ConsistentDirectNone1417/1846(n resolved/nevaluated)76.8% (70.7% to 82.9%)mean% (95% CI)ModerateRecovery of diabetes(fasting plasma glucose level ofless than 126 mg per decilitre[7.0 mmol per litre])Observationalprospectivecontrolled studyModerate*ConsistentSomeuncertainty(†)Someuncertainty(‡)control n=84intervention n=1183.45 (1.64 to 7.28)OR (95% CI) at 10 yrsModerate*Downgraded due to study design (not randomized controlled trial)†Unlikely to be an important uncertainty. Inclusion criteria for the SOS study not specific to conventional definition of "morbidly obese" patients (BMI ≥ 40 or ≥ 35 kg/m(2) with comorbid conditions)‡Unlikely to be an important uncertainty. Control group not standardized, however, this lends to the pragmatic nature of the study.

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How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.029
metaresearch head score (Gemma)0.065
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.029
Threshold uncertainty score0.153

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0290.065
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.005
Bibliometrics0.0110.013
Science and technology studies0.0010.001
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0080.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.034
GPT teacher head0.243
Teacher spread0.209 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations12
Published2009
Admission routes1
Has abstractyes

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