Evidence map›Paper›PMID 34580091›Full record

ArticleBMJ open2021

Protocol for an observational cohort study investigating personalised medicine for intensification of treatment in people with type 2 diabetes mellitus: the PERMIT study.

Patrick Bidulka, Stephen O'Neill, Anirban Basu, Samantha Wilkinson, Richard J Silverwood, Paul Charlton, Andrew Briggs, Amanda I Adler, Kamlesh Khunti, Laurie A Tomlinson and 3 more

Open access · goldFull text read
In one paragraph

Article in BMJ open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
0.7field-weighted citation impact, top 27% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 9 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors at 7 institutions in 2 countries.

Patrick BidulkaDepartment of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK patrick.bidulka1@lshtm.ac.uk.ORCID 0000-0001-7644-2030
Stephen O'NeillDepartment of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK.
Anirban BasuThe Comparative Health Outcomes, Policy & Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle, Washington, USA.
Samantha WilkinsonPersonalized Healthcare Data Science, Roche Products Limited, Welwyn Garden City, UK.
Richard J SilverwoodCentre for Longitudinal Studies, University College London, London, UK.ORCID 0000-0002-2744-1194
Paul CharltonPatient Research Champion Team, National Institute for Health Research, Twickenham, UK.
Andrew BriggsDepartment of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK.
Amanda I AdlerDiabetes Trials Unit, The Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK.
Kamlesh KhuntiDiabetes Research Centre, University of Leicester, Leicester, UK.
Laurie A TomlinsonDepartment of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
Liam SmeethDepartment of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
Ian J DouglasDepartment of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
Richard GrieveDepartment of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK.
London School of Hygiene & Tropical Medicine · GBNational Institute for Health Research · GBRoche (United Kingdom) · GBUniversity College London · GBUniversity of Leicester · GBUniversity of Oxford · GBUniversity of Washington · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionFor people with type 2 diabetes mellitus (T2DM) who require an antidiabetic drug as an add-on to metformin, there is controversy about whether newer drug classes such as dipeptidyl peptidase-4 inhibitors (DPP4i) or sodium-glucose co-transporter-2 inhibitors (SGLT2i) reduce the risk of long-term complications compared with sulfonylureas (SU). There is widespread variation across National Health Service Clinical Commissioning Groups (CCGs) in drug choice for second-line treatment in part because National Institute for Health and Care Excellence guidelines do not specify a single preferred drug class, either overall or within specific patient subgroups. This study will evaluate the relative effectiveness of the three most common second-line treatments in the UK (SU, DPP4i and SGLT2i as add-ons to metformin) and help target treatments according to individual risk profiles. METHODS AND ANALYSIS: The study includes people with T2DM prescribed one of the second-line treatments-of-interest between 2014 and 2020 within the UK Clinical Practice Research Datalink linked with Hospital Episode Statistics and Office of National Statistics. We will use an instrumental variable (IV) method to estimate short-term and long-term relative effectiveness of second-line treatments according to individuals' risk profiles. This method minimises bias from unmeasured confounders by exploiting the natural variation in second-line prescribing across CCGs as an IV for the choice of prescribed treatment. The primary outcome to assess short-term effectiveness will be change in haemoglobin A1c (%) 12 months after treatment initiation. Outcome measures to assess longer-term effectiveness (maximum ~6 years) will include microvascular and macrovascular complications, all-cause mortality and hospital admissions during follow-up. ETHICS AND DISSEMINATION: This study was approved by the Independent Scientific Advisory Committee (20-064) and the London School of Hygiene & Tropical Medicine Research Ethics Committee (21395). Results, codelists and other analysis code will be made available to patients, clinicians, policy-makers and researchers.

Indexed as

Diabetes Mellitus, Type 2Dipeptidyl-Peptidase IV InhibitorsMetforminCohort StudiesHumansHypoglycemic AgentsObservational Studies as TopicPrecision MedicineState MedicineDipeptidyl-Peptidase IV InhibitorsHypoglycemic AgentsMetformindiabetes & endocrinologyepidemiologystatistics & research methods

Identifiers

PMID34580091
PMCPMC8477338
OpenAlexW3203317041

What Socratic holds

Textfull text, public
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.