Data from: A Predictive Model for Lack of Partial Clinical Remission in New-onset Pediatric Type 1 Diabetes
dc.contributor.author | Marino, Katherine R. | |
dc.contributor.author | Lundberg, Rachel L. | |
dc.contributor.author | Jasrotia, Aastha | |
dc.contributor.author | Maranda, Louise S. | |
dc.contributor.author | Thompson, Michael J. | |
dc.contributor.author | Barton, Bruce A. | |
dc.contributor.author | Alonso, Laura C. | |
dc.contributor.author | Nwosu, Benjamin U. | |
dc.date | 2022-08-11T08:10:09.000 | |
dc.date.accessioned | 2022-08-23T16:57:17Z | |
dc.date.available | 2022-08-23T16:57:17Z | |
dc.date.issued | 2017-02-09 | |
dc.date.submitted | 2017-02-10 | |
dc.identifier.doi | 10.13028/M2G59M | |
dc.identifier.uri | http://hdl.handle.net/20.500.14038/43106 | |
dc.description | <p>Data collection dates: January 1, 2006 - September 30, 2015. Methodology is documented in manuscript.</p> | |
dc.description.abstract | Manuscript abstract: IMPORTANCE: >50% of patients with new-onset type 1 diabetes (T1D) do not enter partial clinical remission (PCR); early identification of these patients may improve initial glycemic control and reduce long-term complications. AIM: To determine whether routinely obtainable clinical parameters predict non-remission in children and adolescents with new-onset T1D. SUBJECTS AND METHODS: Data on remission were collected for the first 36 months of disease in 204 subjects of ages 2-14 years with new-onset type 1 diabetes. There were 86 remitters (age 9.1±3.0y; male 57%), and 118 non-remitters (age 7.0±3.1y; male 40.7%). PCR was defined as insulin-dose adjusted hemoglobin A1c of ≤9. RESULTS: Non-remission occurred in 57.8% of subjects. Univariable analysis showed that the risk for non-remission was increased 9-fold in patients with 4 diabetes-associated auto-antibodies (OR = 9.90, p = 0.010); 5-fold in patients(odds ratio = 5.38, p = 0.032), 3-fold in those with bicarbonate of/dL at diagnosis (OR = 3.71, p = 0.008). Combined estimates of risk potential for HC03 and the number of autoantibodies by multivariable analysis, adjusted for BMI standard deviation score, showed HC03/dL with a clinically significant 10-fold risk (OR = 10.1, p = 0.074); and the number of autoantibodies with a 2-fold risk for non-remission (OR = 1.9, p = 0.105). Male sex and older age were associated with decreased risk for non-remission. A receiver-operating characteristic curve model depicting sensitivity by 1-specificity for non-remission as predicted by bicarbonate/dL, age3 diabetes-associated autoantibodies had an area under the curve of 0.73. CONCLUSIONS: More than 50% of children and adolescents with new-onset T1D do not undergo partial clinical remission and are thus at an increased risk for long-term complications of diabetes mellitus. A predictive model comprising of bicarbonate/dL, age3 diabetes-associated autoantibodies has 73% power for correctly predicting non-remission in children and adolescents with new-onset T1D. Early identification of these non-remitters may guide the institution of targeted therapy to limit dysglycemia and reduce the prevalence of long-term deleterious complications. | |
dc.description.sponsorship | The authors received no specific funding for this work. | |
dc.format.medium | .xlsx (107 KB) | |
dc.language.iso | en_US | |
dc.publisher | eScholarship@UMMS | |
dc.relation | <p>This dataset is the primary data source for the following published study: Marino KR, Lundberg RL, Jasrotia A, Maranda LS, Thompson MJ, Barton BA, Alonso LC, Nwosu BU. <a href="http://escholarship.umassmed.edu/peds_endocrinology/61/">A predictive model for lack of partial clinical remission in new-onset pediatric type 1 diabetes</a>. PLoS One. 2017 May 1;12(5):e0176860. doi:10.1371/journal.pone.0176860. eCollection 2017. PubMed PMID: 28459844.</p> | |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
dc.subject | new-onset type 1 diabetes | |
dc.subject | T1D | |
dc.subject | remission | |
dc.subject | children | |
dc.subject | adolescent | |
dc.subject | Endocrine System Diseases | |
dc.subject | Endocrinology, Diabetes, and Metabolism | |
dc.subject | Nutritional and Metabolic Diseases | |
dc.subject | Pediatrics | |
dc.title | Data from: A Predictive Model for Lack of Partial Clinical Remission in New-onset Pediatric Type 1 Diabetes | |
dc.type | Dataset | |
dc.identifier.legacycoverpage | https://escholarship.umassmed.edu/pediatrics_data/5 | |
dc.identifier.contextkey | 9666127 | |
dc.file.description | Dataset in csv format | |
dc.file.description | Nwosu T1D Remission Dataset Code List | |
refterms.dateFOA | 2022-08-29T15:58:51Z | |
html.description.abstract | <p>Manuscript abstract:</p> <p>IMPORTANCE: >50% of patients with new-onset type 1 diabetes (T1D) do not enter partial clinical remission (PCR); early identification of these patients may improve initial glycemic control and reduce long-term complications.</p> <p>AIM: To determine whether routinely obtainable clinical parameters predict non-remission in children and adolescents with new-onset T1D.</p> <p>SUBJECTS AND METHODS: Data on remission were collected for the first 36 months of disease in 204 subjects of ages 2-14 years with new-onset type 1 diabetes. There were 86 remitters (age 9.1±3.0y; male 57%), and 118 non-remitters (age 7.0±3.1y; male 40.7%). PCR was defined as insulin-dose adjusted hemoglobin A1c of ≤9.</p> <p>RESULTS: Non-remission occurred in 57.8% of subjects. Univariable analysis showed that the risk for non-remission was increased 9-fold in patients with 4 diabetes-associated auto-antibodies (OR = 9.90, p = 0.010); 5-fold in patients(odds ratio = 5.38, p = 0.032), 3-fold in those with bicarbonate of/dL at diagnosis (OR = 3.71, p = 0.008). Combined estimates of risk potential for HC03 and the number of autoantibodies by multivariable analysis, adjusted for BMI standard deviation score, showed HC03/dL with a clinically significant 10-fold risk (OR = 10.1, p = 0.074); and the number of autoantibodies with a 2-fold risk for non-remission (OR = 1.9, p = 0.105). Male sex and older age were associated with decreased risk for non-remission. A receiver-operating characteristic curve model depicting sensitivity by 1-specificity for non-remission as predicted by bicarbonate/dL, age3 diabetes-associated autoantibodies had an area under the curve of 0.73.</p> <p>CONCLUSIONS: More than 50% of children and adolescents with new-onset T1D do not undergo partial clinical remission and are thus at an increased risk for long-term complications of diabetes mellitus. A predictive model comprising of bicarbonate/dL, age3 diabetes-associated autoantibodies has 73% power for correctly predicting non-remission in children and adolescents with new-onset T1D. Early identification of these non-remitters may guide the institution of targeted therapy to limit dysglycemia and reduce the prevalence of long-term deleterious complications.</p> | |
dc.identifier.submissionpath | pediatrics_data/5 | |
dc.contributor.department | UMass Metabolic Network | |
dc.contributor.department | Diabetes Division, Department of Medicine | |
dc.contributor.department | Department of Quantitative Health Sciences | |
dc.contributor.department | Division of Endocrinology, Department of Pediatrics |