Objective To explore the optimal threshold of HbA1c in the diagnosis of prediabetes in obese children, in order to provide reference for HbA1c in the diagnosis of prediabetes in obese children in China. Methods A retrospective cross-sectional study was conducted.Totally 191 obese children diagnosed in the Department of Endocrinology, Ningbo Women and Children's Hospital were enrolled in this study from June 2018 to May 2021.Oral glucose tolerance test (OGTT) was performed 8 hours after fasting, and fasting blood glucose (FPG) and 2 h post load blood glucose (2 h PG), and HbA1c were tested.According to the diagnostic criteria of the American Diabetes Association in 2020, the participants were divided into the non-prediabetes group and the prediabetes group.The level of HbA1c was compared between the two groups, and ROC curve of HbA1c for the diagnosis of prediabetes was drawn.The diagnosis value of area under curve (AUC) and the sensitivity and specificity of different thresholds were calculated, so as to reveal the optimal threshold for diagnosis. Results According to the OGTT results, children diagnosed with diabetes were excluded, then the participants were divided into two groups, with 142 in the non-prediabetes group (77.6%) and 41 in the prediabetes group (22.4%).After correcting confounding factors by propensity score matching, 100 patients were included in the model, including 63 in the non-prediabetes group and 37 in the prediabetes group.The level of HbA1c of children in non-prediabetes group [(5.52±0.34)%] was significantly lower than that in prediabetes group[(5.69±0.39)%] (t=2.247,P=0.027).ROC curve indicated that area under the curve (AUC) of HbA1c in predicting prediabetes was 0.625 with the optimal threshold of 5.45%, the corresponding sensitivity and specificity was 73.0% and 66.7%, respectively. Conclusion It is speculated that the optimal threshold value of HbA1c for the diagnosis of prediabetes in obese children is 5.45%.
Key words
prediabetes /
obesity /
HbA1c /
children
{{custom_sec.title}}
{{custom_sec.title}}
{{custom_sec.content}}
References
[1] Helfrich RF, Knight RT.Cognitive neurophysiology: Event-related potentials[J].Handb Clin Neurol, 2019, 160: 543-558.
[2] Kutas M, Federmeier KD.Thirty years and counting: Finding meaning in the N400 component of the event-related brain potential (ERP)[J].Annu Rev Psychol, 2011, 62: 621-47.
[3] Henderson LM, Baseler HA, Clarke PJ, et al.The N400 effect in children: Relationships with comprehension, vocabulary and decoding[J].Brain Lang, 2011, 117(2): 88-99.
[4] Rabovsky M, McRae K.Simulating the N400 ERP component as semantic network error: insights from a feature-based connectionist attractor model of word meaning[J].Cognition, 2014, 132(1): 68-89.
[5] Pijnacker J, Davids N, van Weerdenburg M, et al.Semantic processing of sentences in preschoolers with specific language impairment: Evidence from the N400 effect[J].J Speech Lang Hear Res, 2017, 60(3): 627-639.
[6] Wang S, Yang C, Liu Y, et al.Early and late stage processing abnormalities in autism spectrum disorders: An ERP study[J].PLoS One, 2017, 12(5): e0178542.
[7] Tiedt HO, Ehlen F, Klostermann F.Age-related dissociation of N400 effect and lexical priming[J].Sci Rep, 2020, 10(1): 20291.
[8] 李全业.正常和多动症儿童汉字认知的事件相关电位研究[D].苏州:苏州大学,2008.
[9] 赵方乔, 董选, 沈惠娟, 等.7~11岁注意缺陷多动障碍与正常儿童汉字语义加工发展的N400比较[J].中华行为医学与脑科学杂志, 2016, 25(3): 235-239.
[10] 尹悦,杨健.N400在小儿神经科的临床应用[J].中国妇幼保健, 2018, 33(17): 4073-4075.
[11] Morgan EU, van der Meer A, Vulchanova M, et al.Meaning before grammar: a review of ERP experiments on the neurodevelopmental origins of semantic processing[J].Psychon Bull Rev, 2020, 27(3): 441-464.
[12] Silva-Pereyra J, Rivera-Gaxiola M, Kuhl PK.An event-related brain potential study of sentence comprehension in preschoolers: semantic and morphosyntactic processing[J].Brain Res Cogn Brain Res, 2005, 23(2-3): 247-258.
[13] Khachatryan E, De Letter M, Vanhoof G, et al.Sentence context prevails over word association in aphasia patients with spared comprehension: Evidence from N400 event-related potential[J].Front Hum Neurosci, 2016, 10: 684.
[14] George SR, Taylor MJ.Somatosensory evoked potentials in neonates and infants: Developmental and normative data[J].Electroencephalogr Clin Neurophysiol, 1991, 80(2): 94-102.
[15] 杨先明.0-5岁汉语儿童语言发展的认知研究[D].武汉:武汉大学,2010.
[16] Kiang M, Gerritsen CJ.The N400 event-related brain potential response: A window on deficits in predicting meaning in schizophrenia.[J].Int J Psychophysiol, 2019, 145: 65-69.
[17] Cheyette SJ, Plaut DC.Modeling the N400 ERP component as transient semantic over-activation within a neural network model of word comprehension[J].Cognition, 2017, 162: 153-166.
[18] 彭聃龄.汉语认知研究[M].北京:北京师范大学出版社, 2006.
[19] Byrne JM, Connolly JF, MacLean SE, et al.Brain activity and language assessment using event-related potentials: Development of a clinical protocol[J].Dev Med Child Neurol, 1999, 41(11): 740-7.
[20] Mills DL, Neville HJ.Language comprehension and cerebral specialization from 13 to 20 months[J].Developmental Neuropsychology, 1997, 13(3): 397-445.
[21] Holcomb PJ, Cof Fe Y SA, Neville HJ.Visual and auditory sentence processing: A developmental analysis using event-related brain potentials[J].Developmental Neuropsychology, 1992, 8(2-3): 203-241.
[22] 静进.儿童言语及语言障碍的神经机制[J].中国儿童保健杂志, 2003,11(5): 323-327.