Evidence map›Paper›PMID 41837123›Full record

ArticleFrontiers in endocrinology2026

Beta cell function and insulin sensitivity during elexacaftor/tezacaftor/ivacaftor therapy in people with cystic fibrosis.

Laura Zazzeron, Valeria Grancini, Maddalena Trombetta, Gianfranco Alicandro, Maria Linda Boselli, Irene Cogliati, Giovanna Mantovani, Andrea Gramegna, Francesco Blasi, Riccardo C Bonadonna and 2 more

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Laura Zazzeron *Mother and Child Department, Cystic Fibrosis Center, Fondazione Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Valeria Grancini *Fondazione Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, Endocrinology Unit, Milan, Italy.
Maddalena TrombettaEndocrinology, Diabetes and Metabolism, Department of Medicine, University and Hospital Trust of Verona, Verona, Italy.
Gianfranco AlicandroMother and Child Department, Cystic Fibrosis Center, Fondazione Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Maria Linda BoselliEndocrinology, Diabetes and Metabolism, Department of Medicine, University and Hospital Trust of Verona, Verona, Italy.
Irene CogliatiFondazione Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, Endocrinology Unit, Milan, Italy.
Giovanna MantovaniFondazione Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, Endocrinology Unit, Milan, Italy.
Andrea GramegnaDepartment of Pathophysiology and Transplantation, University of Milan, Milan, Italy.
Francesco BlasiDepartment of Pathophysiology and Transplantation, University of Milan, Milan, Italy.
Riccardo C BonadonnaEndocrinology, Diabetes and Metabolism, Department of Medicine, University and Hospital Trust of Verona, Verona, Italy.
Emanuela OrsiFondazione Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, Endocrinology Unit, Milan, Italy.
Valeria DaccòMother and Child Department, Cystic Fibrosis Center, Fondazione Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cystic fibrosis-related diabetes (CFRD) is the most common extra-pulmonary complication in adults with cystic fibrosis (CF) and is primarily driven by progressive beta-cell dysfunction. The impact of CFTR modulators, particularly elexacaftor/tezacaftor/ivacaftor (ETI), on glucose metabolism remains unclear. This study aimed to assess the effect of ETI on beta-cell function and insulin sensitivity in people with CF (pwCF) without a history of CFRD. Methods: We conducted a prospective study involving pwCF who underwent oral glucose tolerance tests (OGTT) at baseline (prior to ETI initiation) and at 6 and 18 months after starting ETI therapy. Mathematical modelling of OGTT data was used to assess beta-cell function through two physiologically distinct components of insulin secretion: derivative control (DC), reflecting the early insulin secretory response to changes in plasma glucose, and proportional control (PC), representing the insulin secretory response to prevailing glucose concentrations. PC was expressed as the stimulus-response relationship between plasma glucose and insulin secretion rate (ISR) at predefined glucose levels (4.0, 5.5, 8.0, and 11.0 mmol/L). Insulin sensitivity was estimated using the oral glucose insulin sensitivity (OGIS) index. Results: Sixty-eight pwCF (median age 20 years) were included. At baseline, 8 (11.8%) had impaired fasting glucose and 15 (22.1%) had impaired glucose tolerance. These proportions did not significantly change over time, with no new cases of diabetes. Plasma glucose at 120 minutes post-OGTT and ISR at 5.5 mmol/L glucose decreased significantly at both 6 and 18 months. ISR at 5.5 mmol/L glucose also decreased at 18 months, whereas DC, ISR at higher glucose levels, and OGIS values did not significantly change over time. Conclusion: ETI therapy was not associated with reversal of existing glucose tolerance abnormalities but may contribute to preservation of beta-cell function and insulin sensitivity. This is supported by stable DC values over time, in contrast to the progressive decline typically observed in CF populations.

Indexed as

AminophenolsBenzodioxolesCystic FibrosisIndolesInsulin ResistanceInsulin-Secreting CellsPropionatesPyrazolesPyridinesPyrrolidinesQuinolonesAdultBlood GlucoseDrug CombinationsFemaleGlucose Tolerance TestAminophenolsBenzodioxolesBlood GlucoseDrug Combinationselexacaftor, ivacaftor, tezacaftor drug combinationIndolesInsulinPropionatesPyrazolesPyridinesPyrrolidinesQuinolinesQuinolonesbeta cell functionCFTR modulatorscystic fibrosis related diabetesglucose metabolisminsulin sensitivity

Identifiers

PMID41837123
PMCPMC12982049

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.