Evidence mapPaperPMID 39886102Full record

ArticleJournal of diabetes and metabolic disorders2025

Improving outcomes with early and intensive metabolic control in patients with type 2 diabetes: a long-term modeling analysis of clinical and cost outcomes in Italy.

Pierluca Arietti, Kristina Secnik Boye, Maurizio Guidi, Jonathan Rachman, Marco Orsini Federici, Rosanna Raiola, Arianna Avitabile, William J Valentine

Abstract read
In one paragraph

Article in Journal of diabetes and metabolic disorders, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Cost-Effectiveness of Highly Effective Glucose-Lowering Agents: Do Current Practices Optimize Clinical and Economic Outcomes?Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026
    Article
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

8 authors.

Pierluca AriettiEli Lilly and Company, Sesto Fiorentino, Italy.
Kristina Secnik BoyeEli Lilly and Company, Indianapolis, IN USA.
Maurizio GuidiEli Lilly and Company, Sesto Fiorentino, Italy.
Jonathan RachmanEli Lilly and Company, Basingview, Hampshire, UK.
Marco Orsini FedericiEli Lilly and Company, Sesto Fiorentino, Italy.
Rosanna RaiolaEli Lilly and Company, Sesto Fiorentino, Italy.
Arianna AvitabileEli Lilly and Company, Sesto Fiorentino, Italy.
William J ValentineOssian Health Economics and Communications GmbH, Bäumleingasse 20, Basel, 4051 Switzerland.ORCID 0000-0003-4844-6813

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: This analysis quantifies the potential long-term clinical and cost benefits of early and intensive metabolic control (EIMC) versus conventional management in patients newly diagnosed with type 2 diabetes in Italy. Methods: The PRIME T2D Model was used to project clinical and cost outcomes over long-term time horizons for a newly diagnosed cohort of patients receiving EIMC or conventional management. EIMC was associated with a mean glycated hemoglobin reduction of 0.6% from baseline and a mean weight loss of 9.5 kg (8.2%) for a duration of 6 years, before gradually returning to the same levels as the conventional management arm over 6 years. Modifiable risk factors were assumed to progress over time based on published regression functions. Direct and indirect costs associated with diabetes-related complications were accounted in 2021 Euros (EUR), with unit costs and health state utilities derived from published sources. Future costs and clinical benefits were discounted at 3% annually. Results: For the population diagnosed with type 2 diabetes in 2021 (estimated at 216,417 cases), EIMC was projected to add approximately 33,112 years of life and 55,403 quality-adjusted life years versus conventional management. Cost savings with EIMC were estimated at EUR 494 million, EUR 608 million and EUR 628 million in the incident population at 10- and 20- and 50-year time horizons, respectively. Conclusions: According to this modeling study, early and intensive metabolic control has the potential to substantially improve clinical outcomes and reduce economic burden compared with conventional management of patients with type 2 diabetes in Italy. Supplementary Information: The online version contains supplementary material available at 10.1007/s40200-024-01553-w.

Indexed as

Body mass indexHbA1cItalyMetabolic controlModeling studyType 2 diabetes

Identifiers

PMID39886102
PMCPMC11780239

What Socratic holds

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Registered trials

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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.