Cargando…
Disease-modifying therapies and features linked to treatment response in type 1 diabetes prevention: a systematic review
BACKGROUND: Type 1 diabetes (T1D) results from immune-mediated destruction of insulin-producing beta cells. Prevention efforts have focused on immune modulation and supporting beta cell health before or around diagnosis; however, heterogeneity in disease progression and therapy response has limited...
Autores principales: | , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10550983/ https://www.ncbi.nlm.nih.gov/pubmed/37794169 http://dx.doi.org/10.1038/s43856-023-00357-y |
_version_ | 1785115666561368064 |
---|---|
author | Felton, Jamie L. Griffin, Kurt J. Oram, Richard A. Speake, Cate Long, S. Alice Onengut-Gumuscu, Suna Rich, Stephen S. Monaco, Gabriela S. F. Evans-Molina, Carmella DiMeglio, Linda A. Ismail, Heba M. Steck, Andrea K. Dabelea, Dana Johnson, Randi K. Urazbayeva, Marzhan Gitelman, Stephen Wentworth, John M. Redondo, Maria J. Sims, Emily K. |
author_facet | Felton, Jamie L. Griffin, Kurt J. Oram, Richard A. Speake, Cate Long, S. Alice Onengut-Gumuscu, Suna Rich, Stephen S. Monaco, Gabriela S. F. Evans-Molina, Carmella DiMeglio, Linda A. Ismail, Heba M. Steck, Andrea K. Dabelea, Dana Johnson, Randi K. Urazbayeva, Marzhan Gitelman, Stephen Wentworth, John M. Redondo, Maria J. Sims, Emily K. |
author_sort | Felton, Jamie L. |
collection | PubMed |
description | BACKGROUND: Type 1 diabetes (T1D) results from immune-mediated destruction of insulin-producing beta cells. Prevention efforts have focused on immune modulation and supporting beta cell health before or around diagnosis; however, heterogeneity in disease progression and therapy response has limited translation to clinical practice, highlighting the need for precision medicine approaches to T1D disease modification. METHODS: To understand the state of knowledge in this area, we performed a systematic review of randomized-controlled trials with [Formula: see text] 50 participants cataloged in PubMed or Embase from the past 25 years testing T1D disease-modifying therapies and/or identifying features linked to treatment response, analyzing bias using a Cochrane-risk-of-bias instrument. RESULTS: We identify and summarize 75 manuscripts, 15 describing 11 prevention trials for individuals with increased risk for T1D, and 60 describing treatments aimed at preventing beta cell loss at disease onset. Seventeen interventions, mostly immunotherapies, show benefit compared to placebo (only two prior to T1D onset). Fifty-seven studies employ precision analyses to assess features linked to treatment response. Age, beta cell function measures, and immune phenotypes are most frequently tested. However, analyses are typically not prespecified, with inconsistent methods of reporting, and tend to report positive findings. CONCLUSIONS: While the quality of prevention and intervention trials is overall high, the low quality of precision analyses makes it difficult to draw meaningful conclusions that inform clinical practice. To facilitate precision medicine approaches to T1D prevention, considerations for future precision studies include the incorporation of uniform outcome measures, reproducible biomarkers, and prespecified, fully powered precision analyses into future trial design. |
format | Online Article Text |
id | pubmed-10550983 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105509832023-10-06 Disease-modifying therapies and features linked to treatment response in type 1 diabetes prevention: a systematic review Felton, Jamie L. Griffin, Kurt J. Oram, Richard A. Speake, Cate Long, S. Alice Onengut-Gumuscu, Suna Rich, Stephen S. Monaco, Gabriela S. F. Evans-Molina, Carmella DiMeglio, Linda A. Ismail, Heba M. Steck, Andrea K. Dabelea, Dana Johnson, Randi K. Urazbayeva, Marzhan Gitelman, Stephen Wentworth, John M. Redondo, Maria J. Sims, Emily K. Commun Med (Lond) Article BACKGROUND: Type 1 diabetes (T1D) results from immune-mediated destruction of insulin-producing beta cells. Prevention efforts have focused on immune modulation and supporting beta cell health before or around diagnosis; however, heterogeneity in disease progression and therapy response has limited translation to clinical practice, highlighting the need for precision medicine approaches to T1D disease modification. METHODS: To understand the state of knowledge in this area, we performed a systematic review of randomized-controlled trials with [Formula: see text] 50 participants cataloged in PubMed or Embase from the past 25 years testing T1D disease-modifying therapies and/or identifying features linked to treatment response, analyzing bias using a Cochrane-risk-of-bias instrument. RESULTS: We identify and summarize 75 manuscripts, 15 describing 11 prevention trials for individuals with increased risk for T1D, and 60 describing treatments aimed at preventing beta cell loss at disease onset. Seventeen interventions, mostly immunotherapies, show benefit compared to placebo (only two prior to T1D onset). Fifty-seven studies employ precision analyses to assess features linked to treatment response. Age, beta cell function measures, and immune phenotypes are most frequently tested. However, analyses are typically not prespecified, with inconsistent methods of reporting, and tend to report positive findings. CONCLUSIONS: While the quality of prevention and intervention trials is overall high, the low quality of precision analyses makes it difficult to draw meaningful conclusions that inform clinical practice. To facilitate precision medicine approaches to T1D prevention, considerations for future precision studies include the incorporation of uniform outcome measures, reproducible biomarkers, and prespecified, fully powered precision analyses into future trial design. Nature Publishing Group UK 2023-10-05 /pmc/articles/PMC10550983/ /pubmed/37794169 http://dx.doi.org/10.1038/s43856-023-00357-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Felton, Jamie L. Griffin, Kurt J. Oram, Richard A. Speake, Cate Long, S. Alice Onengut-Gumuscu, Suna Rich, Stephen S. Monaco, Gabriela S. F. Evans-Molina, Carmella DiMeglio, Linda A. Ismail, Heba M. Steck, Andrea K. Dabelea, Dana Johnson, Randi K. Urazbayeva, Marzhan Gitelman, Stephen Wentworth, John M. Redondo, Maria J. Sims, Emily K. Disease-modifying therapies and features linked to treatment response in type 1 diabetes prevention: a systematic review |
title | Disease-modifying therapies and features linked to treatment response in type 1 diabetes prevention: a systematic review |
title_full | Disease-modifying therapies and features linked to treatment response in type 1 diabetes prevention: a systematic review |
title_fullStr | Disease-modifying therapies and features linked to treatment response in type 1 diabetes prevention: a systematic review |
title_full_unstemmed | Disease-modifying therapies and features linked to treatment response in type 1 diabetes prevention: a systematic review |
title_short | Disease-modifying therapies and features linked to treatment response in type 1 diabetes prevention: a systematic review |
title_sort | disease-modifying therapies and features linked to treatment response in type 1 diabetes prevention: a systematic review |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10550983/ https://www.ncbi.nlm.nih.gov/pubmed/37794169 http://dx.doi.org/10.1038/s43856-023-00357-y |
work_keys_str_mv | AT feltonjamiel diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT griffinkurtj diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT oramricharda diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT speakecate diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT longsalice diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT onengutgumuscusuna diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT richstephens diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT monacogabrielasf diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT evansmolinacarmella diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT dimegliolindaa diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT ismailhebam diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT steckandreak diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT dabeleadana diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT johnsonrandik diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT urazbayevamarzhan diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT gitelmanstephen diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT wentworthjohnm diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT redondomariaj diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT simsemilyk diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview AT diseasemodifyingtherapiesandfeatureslinkedtotreatmentresponseintype1diabetespreventionasystematicreview |