Caroline Z Meier, Robert Wagner, Marlene Ganslmeier, Konstantinos Kantartzis, Martin Heni, Andreas Peter, Reiner Jumpertz-von Schwartzenberg, Jürgen Machann, Fritz Schick, Andreas L Birkenfeld, Hans-Ulrich Häring, Andreas Fritsche, Norbert Stefan
{"title":"Different Metabolic Responses to Long-term Weight Loss After Lifestyle Intervention Among Type 2 Diabetes Risk Clusters: Results From the TULIP Study.","authors":"Caroline Z Meier, Robert Wagner, Marlene Ganslmeier, Konstantinos Kantartzis, Martin Heni, Andreas Peter, Reiner Jumpertz-von Schwartzenberg, Jürgen Machann, Fritz Schick, Andreas L Birkenfeld, Hans-Ulrich Häring, Andreas Fritsche, Norbert Stefan","doi":"10.2337/db25-0757","DOIUrl":null,"url":null,"abstract":"<p><p>We previously identified six clusters of people at different risks of type 2 diabetes and/or comorbidities, of which cluster 3 (β-cell deficient) and 5 (older age, higher BMI, severe insulin resistance) had a high risk of progression to diabetes. We have now investigated whether cluster 3 and 5 individuals differed from those of the other clusters in changes in insulin sensitivity, insulin secretion, and the development of type 2 diabetes during a long-term reduction of body weight. A total of 190 participants completed a 24-month lifestyle intervention in the Tübingen Lifestyle Intervention Program (TULIP) and were followed up for 8.7 ± 1.6 years. Sixty participants had a weight loss ≥3% (mean reduction of 8%) at the long-term follow-up. Of them, cluster 5 participants (n = 17) had a larger increase of adjusted fasting glycemia compared with the cluster group 1,2,4,6 (n = 33) and cluster 3 (n = 10) and a larger increase of adjusted 2-h glucose levels compared with cluster 3 (all P < 0.05). In cluster 5, a larger decrease of adjusted insulin secretion compared with cluster 3 (P = 0.01) and cluster group 1,2,4,6 (P = 0.05) was observed. Forty-one percent of cluster 5 participants (0% in cluster group 1,2,4,6 and 10% in cluster 3) developed type 2 diabetes. In conclusion, despite a sustained and large amount of weight loss, diabetes risk cluster 5 participants had deterioration of glycemia and insulin secretion and a high risk of type 2 diabetes. If this result can be replicated in a prospective study, people of this cluster would need targeted prevention strategies.</p><p><strong>Article highlights: </strong>There may be heterogeneity in the response to a lifestyle intervention to prevent type 2 diabetes. This study investigated whether participants of Tübingen Lifestyle Intervention Program (TULIP) type 2 diabetes risk clusters 3 and 5, who have a very high risk of diabetes, benefit from long-term weight loss following a 2-year lifestyle intervention. Diabetes risk cluster 5 participants had an impaired response regarding improvement of glycemia and insulin secretion and a high risk of developing type 2 diabetes, despite a long-term (9-year) mean weight loss of 8%. Alternative or intensified interventions should be considered for people in Tübingen type 2 diabetes risk cluster 5.</p>","PeriodicalId":93977,"journal":{"name":"Diabetes","volume":" ","pages":"965-973"},"PeriodicalIF":0.0000,"publicationDate":"2026-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13191407/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Diabetes","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2337/db25-0757","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
We previously identified six clusters of people at different risks of type 2 diabetes and/or comorbidities, of which cluster 3 (β-cell deficient) and 5 (older age, higher BMI, severe insulin resistance) had a high risk of progression to diabetes. We have now investigated whether cluster 3 and 5 individuals differed from those of the other clusters in changes in insulin sensitivity, insulin secretion, and the development of type 2 diabetes during a long-term reduction of body weight. A total of 190 participants completed a 24-month lifestyle intervention in the Tübingen Lifestyle Intervention Program (TULIP) and were followed up for 8.7 ± 1.6 years. Sixty participants had a weight loss ≥3% (mean reduction of 8%) at the long-term follow-up. Of them, cluster 5 participants (n = 17) had a larger increase of adjusted fasting glycemia compared with the cluster group 1,2,4,6 (n = 33) and cluster 3 (n = 10) and a larger increase of adjusted 2-h glucose levels compared with cluster 3 (all P < 0.05). In cluster 5, a larger decrease of adjusted insulin secretion compared with cluster 3 (P = 0.01) and cluster group 1,2,4,6 (P = 0.05) was observed. Forty-one percent of cluster 5 participants (0% in cluster group 1,2,4,6 and 10% in cluster 3) developed type 2 diabetes. In conclusion, despite a sustained and large amount of weight loss, diabetes risk cluster 5 participants had deterioration of glycemia and insulin secretion and a high risk of type 2 diabetes. If this result can be replicated in a prospective study, people of this cluster would need targeted prevention strategies.
Article highlights: There may be heterogeneity in the response to a lifestyle intervention to prevent type 2 diabetes. This study investigated whether participants of Tübingen Lifestyle Intervention Program (TULIP) type 2 diabetes risk clusters 3 and 5, who have a very high risk of diabetes, benefit from long-term weight loss following a 2-year lifestyle intervention. Diabetes risk cluster 5 participants had an impaired response regarding improvement of glycemia and insulin secretion and a high risk of developing type 2 diabetes, despite a long-term (9-year) mean weight loss of 8%. Alternative or intensified interventions should be considered for people in Tübingen type 2 diabetes risk cluster 5.