Cluster analysis, a machine learning-based and data-driven technique for identifying groups in data, has demonstrated its potential in a wide range of contexts. However, critical appraisal and reproducibility are often limited by insufficient reporting, ultimately hampering the interpretation and trust of key stakeholders. The present paper describes the protocol that will guide the development of a reporting guideline and checklist for studies incorporating cluster analyses—Transparent Reporting of Cluster Analyses.

Following the recommended steps for developing reporting guidelines outlined by the Enhancing the QUAlity and Transparency Of health Research Network, the work will be divided into six stages. Stage 1: literature review to guide development of initial checklist. Stage 2: drafting of the initial checklist. Stage 3: internal revision of checklist. Stage 4: Delphi study in a global sample of researchers from varying fields (n=) to derive consensus regarding items in the checklist and piloting of the checklist. Stage 5: consensus meeting to consolidate checklist. Stage 6: production of statement paper and explanation and elaboration paper. Stage 7: dissemination via journals, conferences, social media and a dedicated web platform.

Due to local regulations, the planned study is exempt from the requirement of ethical review. The findings will be disseminated through peer-reviewed publications. The checklist with explanations will also be made available freely on a dedicated web platform (troca-statement.org) and in a repository.

The enteric microbiota drives inflammation in Crohn’s disease. Yet, there are no placebo controlled trials evaluating the efficacy and safety of faecal microbiota transplantation (FMT) in inducing and maintaining remission in patients with active Crohn’s disease. The Microbial Restoration (MIRO) study aims to establish this evidence.

At two specialist inflammatory bowel disease centres, 120 enrolled patients will have a 3-week period of diet optimisation (removal of ultra-processed foods) together with a 7-day course of antibiotics (to facilitate subsequent FMT engraftment). Patients will then be stratified to upper gut (for disease proximal to the splenic flexure) or lower gut (distal to the splenic flexure) disease. Patients will then be randomised in a 2:1 ratio to receive anaerobically prepared stool or placebo for 8 weeks either by gastroscopy, or colonoscopy and enemas. Clinical response at 8 weeks (Crohn’s Disease Activity Index (CDAI) reduction ≥100 points or to 70) receive FMT for weeks 8–16.

Patients achieving clinical response from FMT after 8 or 16 weeks will be randomised in a 1:1 ratio to either a 44-week maintenance phase of FMT or placebo. Patients will receive FMT from one donor throughout the study.

The MIRO study will establish whether FMT is an effective and safe therapy to induce and maintain remission in patients with active Crohn’s disease.

Ethical approval has been received by the St Vincent’s Hospital Melbourne Human Research Ethics Committee (HREC-A 084/21). The results will be disseminated in peer-reviewed journals and presented at international conferences.

ClinicalTrials.gov: NCT04970446; Registered on 20 July 2021.