Predictors of diabetic ketoacidosis in children and adolescents with type 1 diabetes. Experience from a large multicentre database
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OBJECTIVE: Diabetic ketoacidosis (DKA) remains a major cause of hospitalization and death in children and adolescents with established type 1 diabetes despite DKA preventing strategies. The aim of the study was to determine incidence and risk factors for DKA in a large cohort of young diabetic patients. METHODS: This investigation uses the dpv-wiss base containing data on 28 770 patients with type 1 diabetes <20yr, from Germany and Austria. For each patient the most recent year of follow-up was evaluated. DKA was defined as pH < 7.3 and/or hospital admission as a result of DKA, excluding onset DKA. RESULTS: Mean age of the study cohort was 13.96 ± 4.0 yr (47.9% females). A total of 94.1% presented with no episode, 4.9% with 1 episode, and 1.0% with recurrent DKA (≥2). When comparing these three groups, age (p < 0.01), HbA1c (p < 0.01), and insulin dose (p < 0.01) were significantly higher in patients with recurre nt DKA. Incidence of DKA was significantly higher in females (7.3 ± 0.5 vs. 5.8 ± 0.2; p = 0.03) and in patients with migration background (7.8 ± 0.6 vs. 6.3 ± 0.3; p = 0.02). No significant association was found with treatment type and diabetes duration. CONCLUSION: In a cohort of European paediatric diabetic patients, the rate of DKA was significantly higher in females and in children with migration background and early teenage years.
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DKA is often associated with psychosocial challenges, such as disordered eating behaviors, and with periods of transition, such as from pediatric to adult health care when there may be gaps in ambulatory care.
“Notably, the majority of DKA cases occur in those with established diabetes compared with those with newly diagnosed diabetes, often in association with psychosocial challenges, such as disordered eating behaviors, and during periods of transition, such as from pediatric to adult health care when there may be gaps in ambulatory care (186)(187)(188).”
From 6. Glycemic Goals, Hypoglycemia, and Hyperglycemic Crises: Standards of Care in Diabetes-2026. (2026) · cites this paper as [187]
The paper’s introductory passage says most DKA cases occur in patients with previously diagnosed diabetes, and the Discussion links disordered eating and bulimic symptoms to increased DKA risk. The passages do not address transition from pediatric to adult care or gaps in ambulatory care; a search for those terms found no support for that part of the sentence. Page numbers were not available in our copy. (LLM, conf=0.87)
Experimental — accuracy not yet measuredOther factors associated with DKA include age 10-14 years, public insurance, and prior episodes of DKA.
“Other factors associated with DKA include age 10-14 years, public insurance, and prior episodes of DKA; use of insulin pump therapy does not appear to be associated with increased DKA occurrence in the current era.”
From 6. Glycemic Goals, Hypoglycemia, and Hyperglycemic Crises: Standards of Care in Diabetes-2026. (2026) · cites this paper as [187]
The Results report higher DKA rates for children aged 11–15 at diabetes onset, broadly supporting the age association but not the stated 10–14-year range. The Discussion mentions underinsurance in previous studies, not public insurance, and the Results count recurrent DKA episodes without establishing prior episodes as a predictor of later DKA. Page numbers are unavailable in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measuredThe majority of DKA cases occur in those with established diabetes compared with those with newly diagnosed diabetes.
“Notably, the majority of DKA cases occur in those with established diabetes compared with those with newly diagnosed diabetes, often in association with psychosocial challenges, such as disordered eating behaviors, and during periods of transition, such as from pediatric to adult health care when there may be gaps in ambulatory care (186)(187)(188).”
From 6. Glycemic Goals, Hypoglycemia, and Hyperglycemic Crises: Standards of Care in Diabetes-2026. (2026) · cites this paper as [187]
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Cites
Smoothing reference centile curves: The lms method and penalized likelihood
Cole, T. J., & Green, P. J. (1992) · Statistics in Medicine · doi:10.1002/sim.4780111005 · Cited by 2,791 · see citing works
Kromeyer-Hauschild, K., Wabitsch, M., Kunze, D., Geller, F., Geiss, H. C., Hesse, V., von Hippel, A., Jaeger, U., Johnsen, D., Korte, W., et al. (2001) · Monatsschrift Kinderheilkunde · doi:10.1007/s001120170107 · Cited by 2,176 · see citing works
(1994) · The Journal of Pediatrics · doi:10.1016/s0022-3476(94)70190-3 · Cited by 1,654 · see citing works
Impaired Insulin Action in Puberty
Amiel, S. A., Sherwin, R. S., Simonson, D. C., Lauritano, A. A., & Tamborlane, W. V. (1986) · New England Journal of Medicine · doi:10.1056/nejm198607243150402 · Cited by 960 · see citing works
Predictors of Acute Complications in Children With Type 1 Diabetes
Rewers, A. (2002) · JAMA · doi:10.1001/jama.287.19.2511 · Cited by 493 · see citing works
Laing, S. P., Swerdlow, A. J., Slater, S. D., Botha, J. L., Burden, A. C., Waugh, N. R., Smith, A. W. M., Hill, R. D., Bingley, P. J., Patterson, C. C., et al. (1999) · Diabetic Medicine · doi:10.1046/j.1464-5491.1999.00075.x · Cited by 427 · see citing works
Laing, S. P., Swerdlow, A. J., Slater, S. D., Botha, J. L., Burden, A. C., Waugh, N. R., Smith, A. W. M., Hill, R. D., Bingley, P. J., Patterson, C. C., et al. (1999) · Diabetic Medicine · doi:10.1046/j.1464-5491.1999.00076.x · Cited by 303 · see citing works
Predictors of glycemic control and short-term adverse outcomes in youth with type 1 diabetes
Levine, B.-S., Anderson, B. J., Butler, D. A., Antisdel, J. E., Brackett, J., & Laffel, L. M. (2001) · The Journal of Pediatrics · doi:10.1067/mpd.2001.116283 · Cited by 279 · see citing works
Schütt, M., Kern, Krause, U., Busch, Dapp, A., Grziwotz, Mayer, I., Rosenbauer, Wagner, C., Zimmermann, et al. (2006) · Experimental and Clinical Endocrinology & Diabetes · doi:10.1055/s-2006-924152 · Cited by 218 · see citing works
Self-citationde Beaufort, C. E., Swift, P. G. F., Skinner, T. C., Aanstoot, H., Åman, J., Cameron, F. J., Martul, P., Chiarelli, F., Daneman, D., Danne, T., et al. (2007) · Diabetes Care · doi:10.2337/dc07-0475 · Cited by 215 · see citing works
Recent Trends in Hospitalization for Diabetic Ketoacidosis in Ontario Children
Curtis, J. R., To, T. M., Muirhead, S. E., Cummings, E. A., & Daneman, D. (2002) · Diabetes Care · doi:10.2337/diacare.25.9.1591 · Cited by 160 · see citing works
Disordered Eating, Body Mass, and Glycemic Control in Adolescents With Type 1 Diabetes
Meltzer, L. J., Johnson, S. B., Prine, J. M., Banks, R. A., Desrosiers, P. M., & Silverstein, J. H. (2001) · Diabetes Care · doi:10.2337/diacare.24.4.678 · Cited by 156 · see citing works
Ketoacidosis occurring in newly diagnosed and established diabetic children
Smith, C., Firth, D., Bennett, S., Howard, C., & Chisholm, P. (1998) · Acta Paediatrica · doi:10.1111/j.1651-2227.1998.tb01499.x · Cited by 127 · see citing works
Jakisch, B., Wagner, V. M., Heidtmann, B., Lepler, R., Holterhus, P., Kapellen, T. M., Vogel, C., Rosenbauer, J., Holl, R. W., & on behalf of the German/Austrian DPV Initiative and the Working Group for Paediatric Pump Therapy (2008) · Diabetic Medicine · doi:10.1111/j.1464-5491.2007.02311.x · Cited by 114 · see citing works
Self-citationBinge Eating and Purging in Young Women With IDDM
Stancin, T., Link, D. L., & Reuter, J. (1989) · Diabetes Care · doi:10.2337/diacare.12.9.601 · Cited by 98 · see citing works
Hanas, R., Lindgren, F., & Lindblad, B. (2009) · Pediatric Diabetes · doi:10.1111/j.1399-5448.2008.00441.x · Cited by 93 · see citing works
Grabert, M., Schweiggert, F., & Holl, R. W. (2002) · Computer Methods and Programs in Biomedicine · doi:10.1016/s0169-2607(02)00035-4 · Cited by 85 · see citing works
Self-citationMortality and outcome of patients with brittle diabetes and recurrent ketoacidosis
Kent, L., Williams, G., & Gill, G. (1994) · The Lancet · doi:10.1016/s0140-6736(94)92340-x · Cited by 80 · see citing works
Trends in diabetic ketoacidosis in childhood and adolescence: a 15-yr experience
Bui, T. P., Werther, G. A., & Cameron, F. J. (2002) · Pediatric Diabetes · doi:10.1034/j.1399-5448.2002.30204.x · Cited by 78 · see citing works
Kovács, M., Charron‐Prochownik, D., & Obrosky, D. S. (1995) · Diabetic Medicine · doi:10.1111/j.1464-5491.1995.tb00445.x · Cited by 61 · see citing works
Can we prevent diabetic ketoacidosis in children?
Bismuth, É., & Laffel, L. M. (2007) · Pediatric Diabetes · doi:10.1111/j.1399-5448.2007.00286.x · Cited by 54 · see citing works
KAUFMAN, F. R., & Halvorson, M. (1999) · Pediatric Annals · doi:10.3928/0090-4481-19990901-09 · Cited by 50 · see citing works
Povlsen, L., Olsen, B. S., & Ladelund, S. (2004) · Patient Education and Counseling · doi:10.1016/j.pec.2004.10.014 · Cited by 36 · see citing works
Smaldone, A. M., Honig, J., Stone, P. W., Arons, R. R., & Weinger, K. (2005) · Diabetes Care · doi:10.2337/diacare.28.8.2082-a · Cited by 24 · see citing works
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Cengiz, E., Xing, D., Wong, J. C., Wolfsdorf, J. I., Haymond, M. W., Rewers, A., Shanmugham, S., Tamborlane, W. V., Willi, S. M., Seiple, D. L., et al. (2013) · Pediatric Diabetes · doi:10.1111/pedi.12030 · Cited by 243 · see citing works
Maahs, D. M., Hermann, J. M., Holman, N., Foster, N. C., Kapellen, T. M., Allgrove, J., Schatz, D. A., Hofer, S. E., Campbell, F., Steigleder-Schweiger, C., et al. (2015) · Diabetes Care · doi:10.2337/dc15-0780 · Cited by 224 · see citing works
Self-citationEhrmann, D., Kulzer, B., Roos, T., Haak, T., Al-Khatib, M., & Hermanns, N. (2020) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(20)30042-5 · Cited by 141 · see citing works
6. Glycemic Goals, Hypoglycemia, and Hyperglycemic Crises: Standards of Care in Diabetes-2026.
American Diabetes Association Professional Practice Committee for Diabetes*, Bajaj, M., McCoy, R. G., Balapattabi, K., Bannuru, R. R., Bellini, N. J., Bennett, A. K., Beverly, E. A., Briggs Early, K., ChallaSivaKanaka, S., et al. (2026) · Diabetes Care · doi:10.2337/dc26-s006 · Cited by 172 · see citing works
Berger, G., Waldhoer, T., Barrientos, I., Kunkel, D., Rami-Merhar, B. M., Schober, E., Karwautz, A., & Wagner, G. (2019) · Pediatric Diabetes · doi:10.1111/pedi.12784 · Cited by 49 · see citing works
Self-citationHilgard, D., Konrad, K., Meusers, M., Bartus, B., Otto, K.-P., Lepler, R., Schober, E., Bollow, E., Holl, R. W., & for the German/Austrian DPV Study Group, T. W. G. O. P. (2017) · Pediatric Diabetes · doi:10.1111/pedi.12431 · Cited by 49 · see citing works
Self-citation
- Authors
- Fritsch, M., Rosenbauer, J., Schober, E., Neu, A., Placzek, K., Holl, R. W., & for the German Competence Network Diabetes Mellitus and the DPV Initiative
- Affiliations
- Medical University of Vienna (AT)
- Deutsches Diabetes-Zentrum e.V. (DE)
- University Children's Hospital Tübingen (DE)
- Martin Luther University Halle-Wittenberg (DE)
- Universität Ulm (DE)
- Corresponding author
- Fritsch, Maria
- Venue
- Pediatric Diabetes
- Publisher
- Wiley
- Published
- 2011-04-06
- Volume
- 12
- Issue
- 4pt1
- Pages
- 307-312
- ISSN
- 1399-543X (ISSN-L)
- OpenAlex
- W2071590537
- Semantic Scholar
- d2b75788053ec93f11627193d1b97db867ef2651
- Cited by
- 93
- References
- 24
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 3 · 2023: 7 · 2022: 6 · 2021: 6 · 2020: 9 · 2019: 9 · 2018: 6 · 2017: 3 · 2016: 10 · 2015: 9 · 2014: 3 · 2013: 8 · 2012: 6
- FWCI
- 5.51
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Pediatric Diabetes (publishedVersion)
- PubMed (publishedVersion)
- Funders
- European Foundation for the Study of Diabetes
- Bundesministerium für Bildung und Forschung
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Diabetes and associated disorders
- Keywords
- diabetic ketoacidosis, type 1 diabetes, children and adolescents, risk factors, incidence, HbA1c, insulin dose, sex differences, migration background, diabetes duration, treatment type
- MeSH terms
- Adolescent, Age Factors, Austria, Child, Diabetes Mellitus, Type 1, Emigration and Immigration, Female, Germany, Glycated Hemoglobin, Humans, Insulin, Male, Incidence, Diabetic Ketoacidosis, Age of Onset
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