Association between Anemia and Stroke in Females: A Nationwide, Population-Based Cohort Study in Taiwan
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data Source
2.2. Study Cohort
2.3. Main Outcome
2.4. Statistical Analysis
3. Results
4. Discussion
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Abbreviations
ASHR | Adjusted sub-distribution hazard ratio |
ATC | Anatomical Therapeutic Chemical |
CI | Confidence interval |
ICD-9-CM | International Classification of Diseases, Ninth Revision, Clinical Modification |
IDA | Iron-deficiency anemia |
LDL | Low-density lipoprotein |
NHI | National Health Insurance |
NHIRD | National Health Insurance Research Database |
PSM | Propensity score matching |
SMD | sSandardized mean difference |
References
- Institute of Health Metrics and Evaluation. Available online: http://www.healthdata.org (accessed on 5 July 2020).
- Guzik, A.; Bushnell, C. Stroke Epidemiology and Risk Factor Management. Contin. Lifelong Learn. Neurol. 2017, 23, 15–39. [Google Scholar] [CrossRef]
- Prabhakaran, S.; Chong, J.Y. Risk Factor Management for Stroke Prevention. Contin. Lifelong Learn. Neurol. 2014, 20, 296–308. [Google Scholar] [CrossRef] [PubMed]
- Andersen, K.K.; Andersen, Z.J.; Olsen, T.S. Age- and Gender-Specific Prevalence of Cardiovascular Risk Factors in 40 102 Patients With First-Ever Ischemic Stroke. Stroke 2010, 41, 2768–2774. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Demel, S.L.; Kittner, S.; Ley, S.H.; McDermott, M.; Rexrode, K.M. Stroke Risk Factors Unique to Women. Stroke 2018, 49, 518–523. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hurn, P.D.; Brass, L.M. Estrogen and Stroke. Stroke 2003, 34, 338–341. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Green, P.S.; Simpkins, J.W. Neuroprotective effects of estrogens: Potential mechanisms of action. Int. J. Dev. Neurosci. 2000, 18, 347–358. [Google Scholar] [CrossRef]
- Wise, P.M.; Dubal, D.B.; Wilson, M.E.; Rau, S.W.; Böttner, M.; Rosewell, K.L. Estradiol is a protective factor in the adult and aging brain: Understanding of mechanisms derived from in vivo and in vitro studies. Brain Res. Rev. 2001, 37, 313–319. [Google Scholar] [CrossRef]
- Hendrix, S.L.; Wassertheil-Smoller, S.; Johnson, K.C.; Howard, B.V.; Kooperberg, C.; Rossouw, J.E.; Trevisan, M.; Aragaki, A.K.; Baird, A.E.; Bray, P.F.; et al. Effects of Conjugated Equine Estrogen on Stroke in the Women’s Health Initiative. Circulation 2006, 113, 2425–2434. [Google Scholar] [CrossRef]
- Barrett-Connor, E.; Mosca, L.; Collins, P.; Geiger, M.J.; Grady, D.; Kornitzer, M.; McNabb, M.A.; Wenger, N.K. Effects of Raloxifene on Cardiovascular Events and Breast Cancer in Postmenopausal Women. N. Engl. J. Med. 2006, 355, 125–137. [Google Scholar] [CrossRef]
- Chang, Y.-L.; Hung, S.-H.; Ling, W.; Lin, H.-C.; Li, H.-C.; Chung, S.-D. Association between Ischemic Stroke and Iron-Deficiency Anemia: A Population-Based Study. PLoS ONE 2013, 8, 82952. [Google Scholar] [CrossRef] [Green Version]
- Coutinho, J.M.; Zuurbier, S.M.; Gaartman, A.E.; Dikstaal, A.A.; Stam, J.; Middeldorp, S.; Cannegieter, S.C. Association Between Anemia and Cerebral Venous Thrombosis. Stroke 2015, 46, 2735–2740. [Google Scholar] [CrossRef] [Green Version]
- Houghton, D.E.; Koh, I.; Ellis, A.; Key, N.S.; Douce, D.R.; Howard, G.; Cushman, M.; Safford, M.; Zakai, N.A. Hemoglobin levels and coronary heart disease risk by age, race, and sex in the reasons for geographic and racial differences in stroke study (REGARDS). Am. J. Hematol. 2019, 95, 258–266. [Google Scholar] [CrossRef]
- Panwar, B.; Judd, S.E.; Warnock, D.G.; McClellan, W.M.; Booth, J.N.; Muntner, P.; Gutiérrez, O.M. Hemoglobin Concentration and Risk of Incident Stroke in Community-Living Adults. Stroke 2016, 47, 2017–2024. [Google Scholar] [CrossRef] [Green Version]
- Hong, C.-T.; Hsieh, Y.-C.; Liu, H.-Y.; Chiou, H.-Y.; Chien, L.-N. Association Between Anemia and Dementia: A Nationwide, Populationbased Cohort Study in Taiwan. Curr. Alzheimer Res. 2020, 17, 196–204. [Google Scholar] [CrossRef] [PubMed]
- Hong, C.T.; Huang, Y.H.; Liu, H.Y.; Chiou, H.-Y.; Chan, L.; Chien, L.-N. Newly Diagnosed Anemia Increases Risk of Parkinson’s disease: A Population-Based Cohort Study. Sci. Rep. 2016, 6, 29651. [Google Scholar] [CrossRef] [PubMed]
- Zhang, Q.; Shan, K.S.; O’Sullivan, C.; Nace, T. Iron Deficiency Anemia: An Unexpected Cause of an Acute Occipital Lobe Stroke in an Otherwise Healthy Young Woman. Cureus 2020, 12, 7852. [Google Scholar]
- Gopalratnam, K.; Woodson, K.A.; Rangunwala, J.; Sena, K.; Gupta, M. A Rare Case of Stroke Secondary to Iron Deficiency Anemia in a Young Female Patient. Case Rep. Med. 2017, 2017, 1–3. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Caglayan, H.Z.B.; Nazliel, B.; Irkeç, C.; Dumlu, A.; Filiz, A.; Ates, M.P. Iron-Deficiency Anemia Leading to Transient Ischemic Attacks due to Intraluminal Carotid Artery Thrombus. Case Rep. Neurol. Med. 2013, 2013, 1–3. [Google Scholar] [CrossRef] [Green Version]
- Little, R.J.; Rubin, D.B. Causal Effects in Clinical and Epidemiological Studies Via Potential Outcomes: Concepts and Analytical Approaches. Annu. Rev. Public Health 2000, 21, 121–145. [Google Scholar] [CrossRef] [Green Version]
- Austin, P.C.; Grootendorst, P.; Anderson, G. A comparison of the ability of different propensity score models to balance measured variables between treated and untreated subjects: A Monte Carlo study. Stat. Med. 2007, 26, 734–753. [Google Scholar] [CrossRef]
- Austin, P.C. A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003. Stat. Med. 2008, 27, 2037–2049. [Google Scholar] [CrossRef] [PubMed]
- Hsieh, C.-Y.; Chen, C.-H.; Li, C.-Y.; Lai, M.-L. Validating the diagnosis of acute ischemic stroke in a National Health Insurance claims database. J. Formos. Med. Assoc. 2015, 114, 254–259. [Google Scholar] [CrossRef] [PubMed]
- Austin, P.C. The use of propensity score methods with survival or time-to-event outcomes: Reporting measures of effect similar to those used in randomized experiments. Stat. Med. 2013, 33, 1242–1258. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Grammer, T.B.; Kleber, M.E.; Silbernagel, G.; Pilz, S.; Scharnagl, H.; Tomaschitz, A.; König, W.; März, W. Hemoglobin, iron metabolism and angiographic coronary artery disease (The Ludwigshafen Risk and Cardiovascular Health Study). Atherosclerosis 2014, 236, 292–300. [Google Scholar] [CrossRef] [PubMed]
- Kaiafa, G.; Savopoulos, C.; Kanellos, I.; Mylonas, K.S.; Tsikalakis, G.; Tegos, T.; Kakaletsis, N.; Hatzitolios, A.I. Anemia and stroke: Where do we stand? Acta Neurol. Scand. 2016, 135, 596–602. [Google Scholar] [CrossRef]
- Basak, R.; Chowdhury, A.; Fatmi, L.; Saha, N.; Mollah, A.; Yasmin, S. Stroke in the young: Relationship with iron deficiency anemia and thrombocytosis. Mymensingh Med. J. 2008, 17, 74–77. [Google Scholar]
- Cappellini, M.D.; Motta, I.; Musallam, K.M.; Taher, A.T. Redefining thalassemia as a hypercoagulable state. Ann. N. Y. Acad. Sci. 2010, 1202, 231–236. [Google Scholar] [CrossRef]
- Taher, A.T.; Cappellini, M.D.; Bou-Fakhredin, R.; Coriu, D.; Musallam, K.M. Hypercoagulability and Vascular Disease. Hematol. Clin. N. Am. 2018, 32, 237–245. [Google Scholar] [CrossRef]
- Gotoh, S.; Hata, J.; Ninomiya, T.; Hirakawa, Y.; Nagata, M.; Mukai, N.; Fukuhara, M.; Ikeda, F.; Ago, T.; Kitazono, T.; et al. Hematocrit and the risk of cardiovascular disease in a Japanese community: The Hisayama Study. Atherosclerosis 2015, 242, 199–204. [Google Scholar] [CrossRef]
- Evstatiev, R. Iron deficiency, thrombocytosis and thromboembolism. Wien Med. Wochenschr. 2016, 166, 437–446. [Google Scholar] [CrossRef]
- Tang, X.; Fang, M.; Cheng, R.; Zhang, Z.; Wang, Y.; Shen, C.; Han, Y.; Lu, Q.; Du, Y.; Liu, Y.; et al. Iron-Deficiency and Estrogen Are Associated With Ischemic Stroke by Up-Regulating Transferrin to Induce Hypercoagulability. Circ. Res. 2020, 127, 651–663. [Google Scholar] [CrossRef] [PubMed]
- Tang, X.; Zhang, Z.; Fang, M.; Han, Y.; Wang, G.; Wang, S.; Xue, M.; Li, Y.; Zhang, L.; Wu, J.; et al. Transferrin plays a central role in coagulation balance by interacting with clotting factors. Cell Res. 2019, 30, 119–132. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Abe, H.; Semba, H.; Takeda, N. The Roles of Hypoxia Signaling in the Pathogenesis of Cardiovascular Diseases. J. Atheroscler. Thromb. 2017, 24, 884–894. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lévy, P.; Kohler, M.; McNicholas, W.T.; Barbé, F.; McEvoy, R.D.; Somers, V.K.; Lavie, L.; Pépin, J.-L. Correction: Obstructive sleep apnoea syndrome. Nat. Rev. Dis. Prim. 2015, 1, 15024. [Google Scholar] [CrossRef]
- Stefanska, A.; Bergmann, K.; Sypniewska, G. Metabolic Syndrome and Menopause: Pathophysiology, Clinical and Diagnostic Significance. Adv. Clin. Chem. 2015, 72, 1–75. [Google Scholar]
- Shen, T.-Y.; Strong, C.; Yu, T. Age at menopause and mortality in Taiwan: A cohort analysis. Maturitas 2020, 136, 42–48. [Google Scholar] [CrossRef]
- Dimitrova, K.R.; DeGroot, K.; Myers, A.K.; Kim, Y.D. Estrogen and homocysteine. Cardiovasc. Res. 2002, 53, 577–588. [Google Scholar] [CrossRef] [Green Version]
- Li, W.; Sun, Q.; Duan, X.; Yi, F.; Zhou, Y.; Hu, Y.; Yao, L.; Xu, H.; Zhou, L. Etiologies and risk factors for young people with intracerebral hemorrhage. Zhong Nan Da Xue Xue Bao Yi Xue Ban 2018, 43, 1246–1250. [Google Scholar]
- Tabuchi, S. Relationship between Postmenopausal Estrogen Deficiency and Aneurysmal Subarachnoid Hemorrhage. Behav. Neurol. 2015, 2015, 1–6. [Google Scholar] [CrossRef] [Green Version]
- Shalev, H.; Kapelushnik, J.; Moser, A.; Knobler, H.; Tamary, H. Hypocholesterolemia in chronic anemias with increased erythropoietic activity. Am. J. Hematol. 2007, 82, 199–202. [Google Scholar] [CrossRef]
- Valappil, A.V.; Chaudhary, N.V.; Praveenkumar, R.; Gopalakrishnan, B.; Girija, A.S. Low cholesterol as a risk factor for primary intracerebral hemorrhage: A case–control study. Ann. Indian Acad. Neurol. 2012, 15, 19–22. [Google Scholar] [CrossRef]
- Lee, G.; Choi, S.; Kim, K.; Yun, J.; Son, J.S.; Jeong, S.; Kim, S.M.; Park, S.M. Association of Hemoglobin Concentration and Its Change With Cardiovascular and All-Cause Mortality. J. Am. Heart Assoc. 2018, 7, 007723. [Google Scholar] [CrossRef] [Green Version]
- Napolitano, M.; Dolce, A.; Celenza, G.; Grandone, E.; Perilli, M.G.; Siragusa, S.; Carta, G.; Orecchioni, A.; Mariani, G. Iron-dependent erythropoiesis in women with excessive menstrual blood losses and women with normal menses. Ann. Hematol. 2013, 93, 557–563. [Google Scholar] [CrossRef]
Before Matching | After Matching | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Control n | (%) | Case n | (%) | SMD | Control n | (%) | Case n | (%) | SMD | |
Sample size | 2,606,924 | 100% | 184,164 | 100.0% | 183,971 | 100% | 183,971 | 100.0% | ||
Age, mean (SD) | 38.9 (13.4) | 38.5 (13.5) | 38.4 (13.4) | 38.4 (13.4) | ||||||
20–39 | 1,444,920 | 55.4% | 111,237 | 60.4% | 0.101 | 109,562 | 59.6% | 111,195 | 60.4% | 0.018 |
40–49 | 595,065 | 22.8% | 43,179 | 23.4% | 0.015 | 43,292 | 23.5% | 43,163 | 23.5% | 0.002 |
50–59 | 366,931 | 14.1% | 15,789 | 8.6% | 0.174 | 16,884 | 9.2% | 15,769 | 8.6% | 0.021 |
60–69 | 140,054 | 5.4% | 7046 | 3.8% | 0.074 | 7147 | 3.9% | 7028 | 3.8% | 0.003 |
70+ | 59,954 | 2.3% | 6913 | 3.8% | 0.085 | 7086 | 3.9% | 6816 | 3.7% | 0.008 |
Comorbidity, yes | ||||||||||
Hypertension | 143,174 | 5.5% | 10,288 | 5.6% | 0.004 | 10,172 | 5.5% | 10,169 | 5.5% | <0.0001 |
Diabetes | 56,471 | 2.2% | 5511 | 3.0% | 0.052 | 5400 | 2.9% | 5407 | 2.9% | <0.0001 |
Hyperlipidemia | 61,961 | 2.4% | 4499 | 2.4% | 0.004 | 4446 | 2.4% | 4448 | 2.4% | <0.0001 |
Coronary artery disease | 20,318 | 0.8% | 2001 | 1.1% | 0.032 | 1919 | 1.0% | 1936 | 1.1% | 0.001 |
Heart failure | 3136 | 0.1% | 593 | 0.3% | 0.043 | 491 | 0.3% | 533 | 0.3% | 0.004 |
Atrial fibrillation | 1441 | 0.1% | 215 | 0.1% | 0.021 | 149 | 0.1% | 194 | 0.1% | 0.008 |
Peripheral artery disease | 1747 | 0.1% | 208 | 0.1% | 0.015 | 174 | 0.1% | 186 | 0.1% | 0.002 |
Malignant neoplasm | 11,071 | 0.4% | 2867 | 1.6% | 0.114 | 2795 | 1.5% | 2766 | 1.5% | 0.001 |
Rheumatic disease | 40,173 | 1.5% | 3893 | 2.1% | 0.043 | 3827 | 2.1% | 3829 | 2.1% | <0.0001 |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Sui, Y.; Hong, C.-T.; Chien, L.-N.; Liu, H.-Y.; Chiou, H.-Y.; Hsieh, Y.-C. Association between Anemia and Stroke in Females: A Nationwide, Population-Based Cohort Study in Taiwan. Int. J. Environ. Res. Public Health 2020, 17, 7440. https://doi.org/10.3390/ijerph17207440
Sui Y, Hong C-T, Chien L-N, Liu H-Y, Chiou H-Y, Hsieh Y-C. Association between Anemia and Stroke in Females: A Nationwide, Population-Based Cohort Study in Taiwan. International Journal of Environmental Research and Public Health. 2020; 17(20):7440. https://doi.org/10.3390/ijerph17207440
Chicago/Turabian StyleSui, Yuan, Chien-Tai Hong, Li-Nien Chien, Hung-Yi Liu, Hung-Yi Chiou, and Yi-Chen Hsieh. 2020. "Association between Anemia and Stroke in Females: A Nationwide, Population-Based Cohort Study in Taiwan" International Journal of Environmental Research and Public Health 17, no. 20: 7440. https://doi.org/10.3390/ijerph17207440
APA StyleSui, Y., Hong, C. -T., Chien, L. -N., Liu, H. -Y., Chiou, H. -Y., & Hsieh, Y. -C. (2020). Association between Anemia and Stroke in Females: A Nationwide, Population-Based Cohort Study in Taiwan. International Journal of Environmental Research and Public Health, 17(20), 7440. https://doi.org/10.3390/ijerph17207440