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PWE-076 Efficacy of Pharmacological Therapies in Patients with Irritable Bowel Syndrome with Diarrhoea: Network Meta-analysis

2019· article· en· W2998594306 on OpenAlexaff
Christopher J. Black, Nicholas Burr, Michael Camilleri, David J. Earnest, Eamonn M.M. Quigley, Paul Moayyedi, Lesley A. Houghton, Alexander C. Ford

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicGastrointestinal motility and disorders
Canadian institutionsMcMaster University
Fundersnot available
KeywordsMedicineIrritable bowel syndromeInternal medicinePlaceboMeta-analysisRifaximinRandomized controlled trialClinical endpointClinical trialConfidence intervalAdverse effectRelative riskAlternative medicine

Abstract

fetched live from OpenAlex

Introduction Over half of patients with irritable bowel syndrome have either diarrhoea (IBS-D) or a mixed stool pattern (IBS-M). The relative efficacy of licensed pharmacological therapies in IBS-D and IBS-M is unclear in the absence of head-to-head trials. We conducted a network meta-analysis to resolve this uncertainty. Methods We searched MEDLINE, EMBASE, EMBASE Classic, the Cochrane central register of controlled trials, and clinicaltrials.gov through November 2018 to identify randomised controlled trials (RCTs) assessing the efficacy of licensed pharmacological therapies in adults with IBS-D or IBS-M. Trials included in the analysis reported a dichotomous assessment of overall response to therapy, and data were pooled using a random effects model. Efficacy and safety of all pharmacological therapies were reported as a pooled relative risk of remaining symptomatic with 95% confidence intervals (CIs) to summarise the effect of each comparison tested. Treatments were ranked according to their P-score. Results We identified 18 eligible RCTs (7 alosetron, 5 ramosetron, 2 rifaximin, 4 eluxadoline), containing 9844 patients. All were superior to placebo for the treatment of IBS-D or IBS-M at 12 weeks, according to the Food and Drug Administration (FDA)-recommended endpoint for trials in IBS (Figure 1). Alosetron 1mg twice-daily ranked first for efficacy, based on the FDA-recommended composite endpoint of improvement in both abdominal pain and stool consistency (RR = 0.69; 95% CI 0.60 to 0.80, P-score = 0.97), effect on global symptoms of IBS, and effect on stool consistency. Ramosetron 2.5mcg once-daily was ranked first for effect on abdominal pain (RR = 0.75; 95% CI 0.65 to 0.85, P-score = 0.94). Total numbers of adverse events were significantly greater with alosetron 1mg twice-daily and ramosetron 2.5mcg, once-daily, compared with placebo. Rifaximin 550mg three times daily ranked first for safety. Constipation was significantly more common with all drugs, except rifaximin 550mg three times daily. Conclusions In a network meta-analysis of randomised controlled trials of pharmacological therapies for IBS-D and IBS-M, we found all drugs to be superior to placebo, but alosetron and ramosetron appeared to be the most effective.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

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)0.023
metaresearch head score (Gemma)0.054
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.023
Threshold uncertainty score0.123

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0230.054
Meta-epidemiology (narrow)0.0030.002
Meta-epidemiology (broad)0.0140.052
Bibliometrics0.0060.007
Science and technology studies0.0010.001
Scholarly communication0.0030.003
Open science0.0030.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0120.001

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 head0.025
GPT teacher head0.258
Teacher spread0.233 · 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 designMeta-analysis
Domainnot available
GenreEmpirical

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".

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Citations0
Published2019
Admission routes1
Has abstractyes

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