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Published in: BMC Neurology 1/2023

Open Access 01-12-2023 | Stroke | Research

Nonlinear relationship between glycated hemoglobin and cognitive impairment after acute mild ischemic stroke

Authors: Lei Xu, Qin Xiong, Yang Du, Lu-wen Huang, Ming Yu

Published in: BMC Neurology | Issue 1/2023

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Abstract

Background

Stroke is the second most common cause of morbidity and mortality. Even mild stroke survivors have an increased risk of cognitive impairment. Studies have been conducted on the relationship between glycated hemoglobin (HbA1c) and cognitive decline, but the findings have been inconsistent. Therefore, this study examined the link between HbA1c levels and cognitive impairment following acute mild ischemic stroke.

Methods

Data from 311 patients with acute mild ischemic stroke admitted to Suining Central Hospital, Sichuan Province, China, from January 1, 2015, to December 31, 2018, were evaluated. Fasting venous blood was taken to assess HbA1c levels on the day after admission. Cognitive function was assessed using the Chinese version of the Montreal Cognitive Assessment Scale (MoCA) 3–6 months after stroke onset. We used a generalized additive model and smooth curve fitting (penalty spline method) to assess the nonlinear relationship between HbA1c and poststroke cognitive impairment (PSCI).

Results

This study included 311 patients aged 23 to 96 years old (mean age: 67.37 ± 11.92 years), of whom 198 (63.67%) were men. Among the 311 stroke patients, 120 (38.59%) had PSCI. After adjusting for potential confounders, there was a nonlinear relationship between HbA1c and PSCI, with an inflection point of 8.2. To the left of the inflection point, the effect size, 95% confidence interval, and P value were 0.87, 0.58 to 1.31, and 0.5095, respectively; however, to the right of the inflection point, these numbers were 1.96, 1.08 to 3.58, and 0.0280.

Conclusion

We found a nonlinear relationship between HbA1c and PSCI. When HbA1c was greater than 8.2%, HbA1c was positively correlated with PSCI.
Literature
1.
go back to reference Gorelick PB. The global burden of stroke: persistent and disabling. Lancet Neurol. 2019;18(5):417–8.CrossRefPubMed Gorelick PB. The global burden of stroke: persistent and disabling. Lancet Neurol. 2019;18(5):417–8.CrossRefPubMed
2.
go back to reference Liu Q, Liao X, Pan Y, Jin A, Zhang Y. Association between serum uric acid levels and cognitive function in patients with ischemic stroke and Transient Ischemic Attack (TIA): A 3-Month Follow-Up Study. Neuropsych Dis Treat. 2021;17:991–9.CrossRef Liu Q, Liao X, Pan Y, Jin A, Zhang Y. Association between serum uric acid levels and cognitive function in patients with ischemic stroke and Transient Ischemic Attack (TIA): A 3-Month Follow-Up Study. Neuropsych Dis Treat. 2021;17:991–9.CrossRef
3.
go back to reference Gong L, Wang H, Dong Q, Zhu X, Zheng X, Gu Y, Cai W, Zhao Y, Liu X. Intracranial atherosclerotic stenosis is related to post-stroke cognitive impairment: a cross-sectional study of minor stroke. Curr Alzheimer Res. 2020;17(2):177–84.CrossRefPubMed Gong L, Wang H, Dong Q, Zhu X, Zheng X, Gu Y, Cai W, Zhao Y, Liu X. Intracranial atherosclerotic stenosis is related to post-stroke cognitive impairment: a cross-sectional study of minor stroke. Curr Alzheimer Res. 2020;17(2):177–84.CrossRefPubMed
4.
go back to reference Wang J, Luo X, Jin X, Lv M, Li X, Dou J, Zeng J, An P, Chen Y, Chen K, et al. Effects of Preoperative hba1c levels on the postoperative outcomes of coronary artery disease surgical treatment in patients with diabetes mellitus and nondiabetic patients: a systematic review and meta-analysis. J Diabetes Res. 2020;2020:3547491.CrossRefPubMedPubMedCentral Wang J, Luo X, Jin X, Lv M, Li X, Dou J, Zeng J, An P, Chen Y, Chen K, et al. Effects of Preoperative hba1c levels on the postoperative outcomes of coronary artery disease surgical treatment in patients with diabetes mellitus and nondiabetic patients: a systematic review and meta-analysis. J Diabetes Res. 2020;2020:3547491.CrossRefPubMedPubMedCentral
5.
go back to reference Diagnosis and classification of diabetes mellitus. Diabetes Care. 2010;33(Suppl 1):S62–9. Diagnosis and classification of diabetes mellitus. Diabetes Care. 2010;33(Suppl 1):S62–9.
6.
go back to reference Selvin E, Crainiceanu CM, Brancati FL, Coresh J. Short-term variability in measures of glycemia and implications for the classification of diabetes. Arch Intern Med. 2007;167(14):1545–51.CrossRefPubMed Selvin E, Crainiceanu CM, Brancati FL, Coresh J. Short-term variability in measures of glycemia and implications for the classification of diabetes. Arch Intern Med. 2007;167(14):1545–51.CrossRefPubMed
7.
go back to reference Chakraborty A, Hegde S, Praharaj SK, Prabhu K, Patole C, Shetty AK, Mayya SS, Acharya RV, Hande HM, Prabhu MM, et al. Age related prevalence of mild cognitive impairment in type 2 diabetes mellitus patients in the Indian population and association of serum lipids with cognitive dysfunction. Front Endocrinol. 2021;12: 798652.CrossRef Chakraborty A, Hegde S, Praharaj SK, Prabhu K, Patole C, Shetty AK, Mayya SS, Acharya RV, Hande HM, Prabhu MM, et al. Age related prevalence of mild cognitive impairment in type 2 diabetes mellitus patients in the Indian population and association of serum lipids with cognitive dysfunction. Front Endocrinol. 2021;12: 798652.CrossRef
8.
go back to reference Cao W, Tian S, Zhang H, Zhu W, An K, Shi J, Yuan Y, Wang S. Association of low-density lipoprotein receptor-related protein 1 and Its rs1799986 polymorphism with mild cognitive impairment in Chinese patients with type 2 diabetes. Front Neurosci-Switz. 2020;14:743.CrossRef Cao W, Tian S, Zhang H, Zhu W, An K, Shi J, Yuan Y, Wang S. Association of low-density lipoprotein receptor-related protein 1 and Its rs1799986 polymorphism with mild cognitive impairment in Chinese patients with type 2 diabetes. Front Neurosci-Switz. 2020;14:743.CrossRef
9.
go back to reference Gorska-Ciebiada M, Saryusz-Wolska M, Ciebiada M, Loba J. Mild cognitive impairment and depressive symptoms in elderly patients with diabetes: prevalence, risk factors, and comorbidity. J Diabetes Res. 2014;2014: 179648.CrossRefPubMedPubMedCentral Gorska-Ciebiada M, Saryusz-Wolska M, Ciebiada M, Loba J. Mild cognitive impairment and depressive symptoms in elderly patients with diabetes: prevalence, risk factors, and comorbidity. J Diabetes Res. 2014;2014: 179648.CrossRefPubMedPubMedCentral
10.
go back to reference Lim JS, Kim C, Oh MS, Lee JH, Jung S, Jang MU, Lee SH, Kim YJ, Kim Y, Suh SW, et al. Effects of glycemic variability and hyperglycemia in acute ischemic stroke on post-stroke cognitive impairments. J Diabetes Complicat. 2018;32(7):682–7.CrossRef Lim JS, Kim C, Oh MS, Lee JH, Jung S, Jang MU, Lee SH, Kim YJ, Kim Y, Suh SW, et al. Effects of glycemic variability and hyperglycemia in acute ischemic stroke on post-stroke cognitive impairments. J Diabetes Complicat. 2018;32(7):682–7.CrossRef
11.
go back to reference Lee M, Lim JS, Kim Y, Lee JH, Kim CH, Lee SH, Jang MU, Oh MS, Lee BC, Yu KH. Effects of glycemic gap on post-stroke cognitive impairment in acute ischemic stroke patients. Brain Sci. 2021;11(5):612.CrossRefPubMedPubMedCentral Lee M, Lim JS, Kim Y, Lee JH, Kim CH, Lee SH, Jang MU, Oh MS, Lee BC, Yu KH. Effects of glycemic gap on post-stroke cognitive impairment in acute ischemic stroke patients. Brain Sci. 2021;11(5):612.CrossRefPubMedPubMedCentral
12.
go back to reference Jiao Y, Tian T, Wei S, Wang C, Wu L. Association between serum non-high-density lipoprotein cholesterol and cognitive dysfunction after acute ischemic stroke: a cross-sectional study. Braz J Med Biol Res. 2020;53(12): e9487.CrossRefPubMedPubMedCentral Jiao Y, Tian T, Wei S, Wang C, Wu L. Association between serum non-high-density lipoprotein cholesterol and cognitive dysfunction after acute ischemic stroke: a cross-sectional study. Braz J Med Biol Res. 2020;53(12): e9487.CrossRefPubMedPubMedCentral
13.
go back to reference Lu D, Li P, Zhou Y, Xu X, Zhang H, Liu L, Tian Z. Association between serum non-high-density lipoprotein cholesterol and cognitive impairment in patients with acute ischemic stroke. Bmc Neurol. 2016;16(1):154.CrossRefPubMedPubMedCentral Lu D, Li P, Zhou Y, Xu X, Zhang H, Liu L, Tian Z. Association between serum non-high-density lipoprotein cholesterol and cognitive impairment in patients with acute ischemic stroke. Bmc Neurol. 2016;16(1):154.CrossRefPubMedPubMedCentral
14.
go back to reference Smith T, Gildeh N, Holmes C. The Montreal Cognitive Assessment: validity and utility in a memory clinic setting. Can J Psychiat. 2007;52(5):329–32.CrossRef Smith T, Gildeh N, Holmes C. The Montreal Cognitive Assessment: validity and utility in a memory clinic setting. Can J Psychiat. 2007;52(5):329–32.CrossRef
15.
go back to reference Cummings-Vaughn LA, Chavakula NN, Malmstrom TK, Tumosa N, Morley JE, Cruz-Oliver DM. Veterans affairs Saint Louis University mental status examination compared with the Montreal cognitive assessment and the short test of mental status. J Am Geriatr Soc. 2014;62(7):1341–6.CrossRefPubMed Cummings-Vaughn LA, Chavakula NN, Malmstrom TK, Tumosa N, Morley JE, Cruz-Oliver DM. Veterans affairs Saint Louis University mental status examination compared with the Montreal cognitive assessment and the short test of mental status. J Am Geriatr Soc. 2014;62(7):1341–6.CrossRefPubMed
16.
go back to reference Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, Cummings JL, Chertkow H. The Montreal Cognitive assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc. 2005;53(4):695–9.CrossRefPubMed Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, Cummings JL, Chertkow H. The Montreal Cognitive assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc. 2005;53(4):695–9.CrossRefPubMed
17.
go back to reference Gong L, Wang H, Zhu X, Dong Q, Yu Q, Mao B, Meng L, Zhao Y, Liu X. Nomogram to predict cognitive dysfunction after a minor ischemic stroke in hospitalized-population. Front Aging Neurosci. 2021;13: 637363.CrossRefPubMedPubMedCentral Gong L, Wang H, Zhu X, Dong Q, Yu Q, Mao B, Meng L, Zhao Y, Liu X. Nomogram to predict cognitive dysfunction after a minor ischemic stroke in hospitalized-population. Front Aging Neurosci. 2021;13: 637363.CrossRefPubMedPubMedCentral
18.
go back to reference Mimenza-Alvarado AJ, Jimenez-Castillo GA, Yeverino-Castro SG, Barragan-Berlanga AJ, Perez-Zepeda MU, Avila-Funes JA, Aguilar-Navarro SG. Effect of poor glycemic control in cognitive performance in the elderly with type 2 diabetes mellitus: The Mexican Health and Aging Study. Bmc Geriatr. 2020;20(1):424.CrossRefPubMedPubMedCentral Mimenza-Alvarado AJ, Jimenez-Castillo GA, Yeverino-Castro SG, Barragan-Berlanga AJ, Perez-Zepeda MU, Avila-Funes JA, Aguilar-Navarro SG. Effect of poor glycemic control in cognitive performance in the elderly with type 2 diabetes mellitus: The Mexican Health and Aging Study. Bmc Geriatr. 2020;20(1):424.CrossRefPubMedPubMedCentral
19.
go back to reference Dove A, Shang Y, Xu W, Grande G, Laukka EJ, Fratiglioni L, Marseglia A. The impact of diabetes on cognitive impairment and its progression to dementia. Alzheimers Dement. 2021;17(11):1769–78.CrossRefPubMed Dove A, Shang Y, Xu W, Grande G, Laukka EJ, Fratiglioni L, Marseglia A. The impact of diabetes on cognitive impairment and its progression to dementia. Alzheimers Dement. 2021;17(11):1769–78.CrossRefPubMed
20.
go back to reference Miedema K. Standardization of HbA1c and Optimal Range of Monitoring. Scand J Clin Lab Invest Suppl. 2005;240:61–72.CrossRefPubMed Miedema K. Standardization of HbA1c and Optimal Range of Monitoring. Scand J Clin Lab Invest Suppl. 2005;240:61–72.CrossRefPubMed
21.
go back to reference Yang C, Feng Q, Liao H, Yu X, Liu Y, Wang D. Anti-Diabetic Nephropathy Activities of Polysaccharides Obtained from Termitornyces albuminosus via Regulation of NF-kappaB Signaling in db/db Mice. Int J Mol Sci. 2019;20(20):5205.CrossRefPubMedPubMedCentral Yang C, Feng Q, Liao H, Yu X, Liu Y, Wang D. Anti-Diabetic Nephropathy Activities of Polysaccharides Obtained from Termitornyces albuminosus via Regulation of NF-kappaB Signaling in db/db Mice. Int J Mol Sci. 2019;20(20):5205.CrossRefPubMedPubMedCentral
22.
go back to reference Desideri G, Kwik-Uribe C, Grassi D, Necozione S, Ghiadoni L, Mastroiacovo D, Raffaele A, Ferri L, Bocale R, Lechiara MC, et al. Benefits in cognitive function, blood pressure, and insulin resistance through cocoa flavanol consumption in elderly subjects with mild cognitive impairment: the Cocoa, Cognition, and Aging (CoCoA) study. Hypertension. 2012;60(3):794–801.CrossRefPubMed Desideri G, Kwik-Uribe C, Grassi D, Necozione S, Ghiadoni L, Mastroiacovo D, Raffaele A, Ferri L, Bocale R, Lechiara MC, et al. Benefits in cognitive function, blood pressure, and insulin resistance through cocoa flavanol consumption in elderly subjects with mild cognitive impairment: the Cocoa, Cognition, and Aging (CoCoA) study. Hypertension. 2012;60(3):794–801.CrossRefPubMed
23.
go back to reference Monacelli F, Borghi R, Cammarata S, Nencioni A, Piccini A, Tabaton M, Odetti P. Amnestic mild cognitive impairment and conversion to Alzheimer’s disease: insulin resistance and glycoxidation as early biomarker clusters. J Alzheimers Dis. 2015;45(1):89–95.CrossRefPubMed Monacelli F, Borghi R, Cammarata S, Nencioni A, Piccini A, Tabaton M, Odetti P. Amnestic mild cognitive impairment and conversion to Alzheimer’s disease: insulin resistance and glycoxidation as early biomarker clusters. J Alzheimers Dis. 2015;45(1):89–95.CrossRefPubMed
24.
go back to reference Kim TE, Lee DH, Kim YJ, Mok JO, Kim CH, Park JH, Lee TK, Yoo K, Jeong Y, Lee Y, et al. The relationship between cognitive performance and insulin resistance in non-diabetic patients with mild cognitive impairment. Int J Geriatr Psych. 2015;30(6):551–7.CrossRef Kim TE, Lee DH, Kim YJ, Mok JO, Kim CH, Park JH, Lee TK, Yoo K, Jeong Y, Lee Y, et al. The relationship between cognitive performance and insulin resistance in non-diabetic patients with mild cognitive impairment. Int J Geriatr Psych. 2015;30(6):551–7.CrossRef
25.
go back to reference Rawlings AM, Sharrett AR, Albert MS, Coresh J, Windham BG, Power MC, Knopman DS, Walker K, Burgard S, Mosley TH, et al. The association of late-life diabetes status and hyperglycemia with incident mild cognitive impairment and dementia: the ARIC study. Diabetes Care. 2019;42(7):1248–54.CrossRefPubMedPubMedCentral Rawlings AM, Sharrett AR, Albert MS, Coresh J, Windham BG, Power MC, Knopman DS, Walker K, Burgard S, Mosley TH, et al. The association of late-life diabetes status and hyperglycemia with incident mild cognitive impairment and dementia: the ARIC study. Diabetes Care. 2019;42(7):1248–54.CrossRefPubMedPubMedCentral
26.
27.
go back to reference Craft S, Cholerton B, Baker LD. Insulin and Alzheimer’s disease: untangling the web. J Alzheimers Dis. 2013;33(Suppl 1):S263–75.PubMed Craft S, Cholerton B, Baker LD. Insulin and Alzheimer’s disease: untangling the web. J Alzheimers Dis. 2013;33(Suppl 1):S263–75.PubMed
28.
go back to reference Spielman LJ, Little JP, Klegeris A. Inflammation and insulin/IGF-1 resistance as the possible link between obesity and neurodegeneration. J Neuroimmunol. 2014;273(1–2):8–21.CrossRefPubMed Spielman LJ, Little JP, Klegeris A. Inflammation and insulin/IGF-1 resistance as the possible link between obesity and neurodegeneration. J Neuroimmunol. 2014;273(1–2):8–21.CrossRefPubMed
29.
go back to reference Park SJ, Chung YH, Lee JH, Dang DK, Nam Y, Jeong JH, Kim YS, Nabeshima T, Shin EJ, Kim HC. Growth hormone-releaser diet attenuates cognitive dysfunction in klotho mutant mice via insulin-like growth factor-1 receptor activation in a genetic aging model. Endocrinol Metab. 2014;29(3):336–48.CrossRef Park SJ, Chung YH, Lee JH, Dang DK, Nam Y, Jeong JH, Kim YS, Nabeshima T, Shin EJ, Kim HC. Growth hormone-releaser diet attenuates cognitive dysfunction in klotho mutant mice via insulin-like growth factor-1 receptor activation in a genetic aging model. Endocrinol Metab. 2014;29(3):336–48.CrossRef
Metadata
Title
Nonlinear relationship between glycated hemoglobin and cognitive impairment after acute mild ischemic stroke
Authors
Lei Xu
Qin Xiong
Yang Du
Lu-wen Huang
Ming Yu
Publication date
01-12-2023
Publisher
BioMed Central
Keyword
Stroke
Published in
BMC Neurology / Issue 1/2023
Electronic ISSN: 1471-2377
DOI
https://doi.org/10.1186/s12883-023-03158-x

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