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Headaches during pregnancy and the risk of subsequent stroke

Abstract

Background

Primary headache disorder is a known risk factor for stroke in women and usually improves during the first trimester of pregnancy. However, despite this, some women develop headaches during pregnancy (G-HA), and the effect of this headache on subsequent stroke is unknown. In this study, we evaluated the association between G-HA and stroke after delivery in women.

Methods

Based on the Korean National Health Insurance Service database, we included women hospitalized for delivery between 2012 and 2013. G-HA was defined as a headache diagnosed during pregnancy. Primary outcome was any stroke that occurred during the observational periods from delivery to December 31, 2020. All diseases were identified based on data registered in the database using the International Classification of Disease-10th Revision-Clinical Modification codes.

Results

Of 906,187 pregnant women, G-HA was found in 56,813 (6.3%). During the observational periods, the G-HA ( +) group had a significantly higher risk of any stroke [adjusted hazard ratio (aHR) = 1.59, 95% confidence interval (CI): 1.30–1.95], ischemic stroke (aHR = 1.50, 95% CI: 1.12–2.01), hemorrhagic stroke (aHR = 1.63, 95% CI: 1.23–2.15), and intracerebral hemorrhage (aHR = 1.63, 95% CI: 1.19–2.23) than the G-HA (-) group. When analyzed considering the interaction with history of headache disorder, G-HA showed a significant association with hemorrhagic stroke, but lost its effect on ischemic stroke.

Conclusions

We demonstrated that G-HA was associated with subsequent stroke occurrence after delivery. However, the relationship between G-HA and ischemic stroke is mitigated by a history of pre-pregnancy headache disorder.

Peer Review reports

Background

Headache is one of the most common symptoms that neurologists encounter in clinical practice, and it is common in young women [1,2,3]. Most of them are primary headache disorders and have a benign clinical course when appropriate treatment is given [4]. However, previous studies have shown that primary headache disorders can increase the risk of not only metabolic and cardiovascular diseases, but also cerebrovascular diseases [5,6,7,8,9]. Women with migraines had an increased risk of ischemic stroke of 1.7 to 2.0 times compared to women without migraines, and this tendency was evident in young women under the age of 45 years [10,11,12,13]. This association was the same in patients with nonspecific primary headache disorders, excluding migraines, with a 1.5-fold to 4.0-fold increase in the risk of stroke [14,15,16]. Therefore, identification of high-risk groups among women with primary headache disorders and appropriate management is necessary.

When a woman becomes pregnant, a number of physiological changes, including hormonal changes, occur in the body [17, 18]. As a result of these changes, 50%-80% of migraines and 30% of other primary headache disorders are improved in the first trimester of pregnancy [6, 17, 19]. However, in some women, the headaches do not improve, and 3%-6% of pregnant women develop a novel headache during pregnancy [20, 21]. Through several studies, migraine during pregnancy has been be associated with the occurrence of stroke during pregnancy [5, 6, 22]. However, these studies were mainly designed as cross-sectional studies, and there was no cohort study considering the variable of time. In addition, the effect of headaches experienced during pregnancy (i.e., gestational headache [G-HA]) on subsequent stroke after delivery is unknown yet.

In this study, we evaluated the association between G-HA and stroke after delivery using Korean National Health Insurance Service (NHIS) data. G-HA may be a new headache during pregnancy or may be a continuation of a previous headache disorder. Therefore, by analyzing the risk of ischemic or hemorrhagic stroke according to the presence/absence of G-HA and history of headache disorder (Hx-HA), we want to determine if women experiencing which types of headaches during pregnancy are at a higher risk for future stroke occurrences.

Methods

All clinical data used in this study were obtained from the prospectively collected national health insurance claims database established by the Korean NHIS [23]. The Korean NHIS is a universal health insurance service that provides comprehensive medical care to up to 97% of Koreans [23]. The remaining 3% are low-income families, and since they are covered by the government-financed Medical Aid program operated by NHIS, virtually all citizens are included in the NHIS database [24]. The NHIS database contains claims data for overall medical service use, including individual diagnosis, treatment, procedure, hospitalization and discharge, and prescription records [24]. Among them, diagnosis-related information is recorded using the International Classification of Disease, 10th Revision, Clinical Modification (ICD-10-CM) codes. All data is encrypted and stored in the form of individual identification numbers to protect patients' personal information [23]. However, if a claim was made according to an appropriate procedure for research purposes, all claims belonging to the same patient can be obtained [23]. On the basis of this dataset, we evaluated the demographic and clinical factors necessary for this study.

This retrospective cohort study was approved by the Institutional Review Board (IRB) at Korea University Guro Hospital (IRB number: 2021GR0383). The requirement to obtain written informed consent form the study participants was waived due to the retrospective study design using anonymous information. All experiments were performed in accordance with the Declaration of Helsinki and relevant guidelines and regulations. All data and materials related to the article are included in the main text and supplemental materials.

Study population and characteristics

We included women hospitalized for delivery between January 2012 and December 2013. Among them, 496 women with previous ischemic or hemorrhagic stroke and 2,837 women with missing values in the data were excluded. The remaining 906,187 were eligible for analyses.

The baseline characteristics prior to and during pregnancy across the demographic, clinical, and vascular risk factor areas were extracted from the database. These included age, hypertension, diabetes, previous functional disability, Hx-HA, gestational hypertension (include pre-eclampsia and eclampsia), gestational diabetes, and G-HA. Previous functional disability was defined as a ≥ 3 points in Charlson comorbidity index scores [25]. Hx-HA was defined as a primary headache disorder diagnosed before pregnancy and included migraine (ICD-10-CM code: G43.X), tension-type headache (ICD-10-CM code: G44.2), and other primary headache disorders (ICD-10-CM codes: G44.0, G44.1, R51.X). G-HA was defined as the occurrence of these headaches during pregnancy.

The primary outcome of this study was any stroke diagnosed during the identification period including postpartum and subsequent periods. Following the definition of previous studies, [26, 27] ischemic stroke was defined as when the following three conditions were satisfied: 1) have the corresponding diagnostic codes (ICD-10-CM code: I63.X), 2) perform brain imaging, and 3) be hospitalized for the corresponding stroke events. Hemorrhagic stroke was defined in the same way except using different diagnostic codes (ICD-10-CM codes: I60.X, I61.X, and I62.X). Because nontraumatic subdural hematoma and extradural hematoma are very rare in young age, we analyzed hemorrhagic stroke by dividing it into subtypes of intracerebral hemorrhage (ICH) and subarachnoid hemorrhage (SAH). Transient ischemic attack was excluded. To assess the outcomes, the participants were followed up to December 2020, and censored at the outcome events or at the end of the study period.

Statistical analysis

Baseline characteristics and clinical outcomes between women with and without G-HA were evaluated. Continuous variables were presented as means ± standard deviations and categorical variables were presented as numbers and percentages, respectively. Differences between G-HA (-) group and G-HA ( +) group were analyzed using Student’s t-test or Mann–Whitney U-test for continuous variables and chi-squared tests of Fisher’s exact test for categorical variables.

The cumulative events of each stroke outcome were assessed using Kaplan–Meier analysis, and comparisons between G-HA (-) group and G-HA ( +) group were performed the log-rank test. The incidence rate was calculated based on the number of event outcomes, number of observed participants, and observation period of each participants. Considering the influence of confounding factors, multivariable cox regression analysis was performed to compare the differences in risk on the four types of stroke outcomes between women with and without G-HA. G-HA (-) group was set as a reference and the adjusted hazard ratio (aHR) and 95% confidence interval (CI) of G-HA ( +) group was calculated, indicating the relative risk difference between the two groups.

As mentioned earlier, G-HA may be an extension of Hx-HA, and there may be biological interactions between the two. To confirm this, we divided the entire cohort into four groups according to the presence or absence of G-HA and Hx-HA, and compared the cumulative incidence rates of stroke between them using Kaplan–Meier analysis and log rank test. In addition, the interaction term between G-HA and Hx-HA was created as a new variable, and the synergistic effect between G-HA and Hx-HA was confirmed in the four types of stroke outcomes by introducing and analyzing them together with multivariable cox regression analysis.

All statistical analyses were performed using SAS for Windows, version 9.4 (SAS Inc., Cary, NC, USA). In this study, all tests were two-sided, and variables with P < 0.05 were considered statistically significant.

Results

Among a total of 906,187 women, 1,066 women were newly diagnosed with any stroke during the observation periods: 537 cases of ischemic stroke and 565 cases of hemorrhagic stroke. G-HA was diagnosed in 56,813 (6.3%) women. The median follow-up period for the cohort was 8.03 years.

The comparisons of baseline characteristics between women with and without G-HA are presented in Table 1. G-HA ( +) group had younger age, more frequent hypertension, diabetes, previous functional disability, Hx-HA, gestational hypertension, gestational diabetes, any stroke, ischemic stroke, hemorrhagic stroke, and ICH.

Table 1 Comparisons of baseline characteristics of population with and without gestational headache

Figure 1 shows the cumulative incidence curves of the four stroke outcomes according to the presence or absence of G-HA. The G-HA ( +) group showed a higher cumulative incidence rate than the G-HA (-) group in all any stroke (P < 0.001), ischemic stroke (P = 0.006), hemorrhagic stroke (P < 0.001), and ICH (P = 0.001). However, the G-HA ( +) group showed no statistical association with the risk of SAH (P = 0.075). Figure 2 shows the adjusted hazard ratio (aHR) of G-HA by adjusting confounders for each stroke outcome in multivariable cox regression analysis. G-HA group was significantly associated with a higher risk of any stroke (aHR, 1.59; 95% CI, 1.30–1.95), ischemic stroke (aHR, 1.50; 95% CI, 1.12–2.01), hemorrhagic stroke (aHR, 1.63; 95% CI, 1.23–2.15), and ICH (aHR, 1.63; 95% CI, 1.19–2.23). Even after adjusting for confounders, G-HA showed no association with SAH (aHR, 1.65; 95% CI, 0.97–2.82).

Fig. 1
figure 1

Cumulative incidence of four clinical outcomes in participants with and without gestational headaches. ICH = intracerebral hemorrhage, SAH = subarachnoid hemorrhage. Compared to women without gestational headache, women with gestational headache had a significantly higher risk of any stroke (A), ischemic stroke (B), and ICH (C). However, gestational headache showed no statistical correlation with SAH

Fig. 2
figure 2

Adjusted hazard ratio of gestational headache in each of the four clinical outcomes: multivariable cox regression analysis*. *Each outcome was adjusted for age, hypertension, diabetes, functional disability, history of headache, gestational hypertension, and gestational diabetes. Compared with the G-HA (-) group as the reference, the G-HA ( +) group had a significant risk increase for any stroke (59%), ischemic stroke (50%), hemorrhagic stroke (63%), and intracerebral hemorrhage (63%). However, there was no statistical difference between the G-HA ( +) group and the G-HA (-) group in the occurrence of subarachnoid hemorrhage

In our study population, 33,829 (3.7%) women had Hx-HA. In comparison between the groups according to the presence or absence of G-HA and Hx-HA, the [G-HA( +) & Hx-HA( +)] group showed the highest cumulative incidence rate compared to other groups in all types of stroke. The groups with either G-HA or Hx-HA also showed a higher cumulative incidence rate of stroke than the [G-HA(-) & Hx-HA(-)] group. However, in ischemic stroke, the [G-HA( +) & Hx-HA(-)] group showed no statistical difference from the [G-HA(-) & Hx-HA(-)] group (Fig. 3).

Fig. 3
figure 3

Cumulative incidence of four clinical outcomes between groups according to the history of headache disorders and gestational headaches. G-HA = gestational headache, Hx-HA = history of headache disorder. In a comparison between the four groups according to the presence or absence of G-HA and Hx-HA, the [G-HA ( +) & Hx-HA( +)] group showed the highest cumulative incidence rate in all types of stroke outcomes. The [G-HA ( +) & Hx-HA (-)] or the [G-HA (-) & Hx-HA ( +)] groups also showed higher cumulative incidence rates than the [G-HA (-) & Hx-HA (-)] group. However, in ischemic stroke, the [G-HA( +) & Hx-HA(-)] group showed no statistical difference from the [G-HA(-) & Hx-HA(-)] group

Based on this tendency, we analyzed the biological interaction of G-HA and Hx-HA on the occurrence of stroke after pregnancy. No statistical interaction between G-HA and Hx-HA was observed in any stroke, hemorrhagic stroke, or ICH, and both were independently associated with the risk of stroke. However, G-HA and Hx-HA showed a clear biological interaction in the occurrence of ischemic stroke after delivery, and when corrected for this, only Hx-HA was associated with ischemic stroke risk (Table 2). This trend was consistent even when the analysis excluded women who had experienced gestational hypertension (Additional file 1: Table S1).

Table 2 Hazard ratio of gestational headache in each of the four outcomes considering interaction with history of headache disorder

Discussion

In this study, G-HA was associated with stroke after delivery in women. In addition, there seemed to be differences in the effects and interactions of G-HA and Hx-HA depending on the type of subsequent stroke. Therefore, by investigating the history of headache disorder before pregnancy and closely monitoring the G-HA occurrence during pregnancy, we expect to be able to identify high-risk groups for each type of stroke. This may help pregnant women establish a primary prevention plan of subsequent stroke after delivery.

We used Korean NHIS data in this study. The majority of Koreans use Korean NHIS because of its reasonable price and wide coverage [24]. In addition, since the physician has no choice but to enter the disease code and treatment code into the NHIS database after treatment in order to receive support for reimbursement of medical items, the NIHS database contains complete personal medical history until the occurrence of clinical events (e.g., stroke) or death of each Korean citizen [23, 24]. Thus, the Korean NHIS database minimized data loss and enabled complete follow-up during the observation period of our study population [23]. In other words, it is real-world data of pregnant women nationwide.

Our data showed a clear association between G-HA and stroke after delivery. However, we also found the relationship between G-HA and stroke occurrence should be interpreted differently depending on the stroke type. Hemorrhagic stroke showed a relatively clear association with G-HA. Both G-HA and Hx-HA were associated with a high risk of hemorrhagic stroke after delivery, but there was no interaction between the two on the occurrence of stroke. In other words, although the [G-HA ( +) & Hx-HA( +)] group showed the highest cumulative incidence rate of hemorrhagic stroke or ICH in Fig. 3, it means that G-HA was not related to Hx-HA. One might think that since secondary headaches accompanying hemorrhagic stroke were diagnosed as G-HA, a close correlation between the two was observed. However, in this study, we analyzed the association between headaches “during pregnancy” and subsequent stroke occurrence “after childbirth,” so there is a temporal difference between the two. Additionally, as shown in Additional file 1: Table S1, this hypothesis is rejected because there was no hemorrhagic stroke that occurred within 1 month after G-HA diagnosis. Initially, the authors assumed that the close association between G-HA and hemorrhagic stroke was the result of hemorrhagic complication immediately after delivery due to eclampsia/preeclampsia [28, 29]. However, even when further analysis excluded women with gestational hypertension, G-HA was still closely associated with hemorrhagic stroke (Additional file 2: Table S2). Additionally, among a total of 565 subsequent hemorrhagic stroke events, only 4 cases in the G-HA ( +) group occurred in the post-partum period (Additional file 3: Table S3). Therefore, we believe that the influence of this type of pathological mechanism is not likely to be significant. Primary headaches usually improve during the first trimester of pregnancy [6, 17]. Of course, even so, most cases of G-HA discovered during pregnancy will be primary headache disorder. However, some of these headaches may be secondary to organic lesions (e.g., vasculitis, cavernous malformation, and moyamoya disease) [30]. Therefore, in terms of hemorrhagic stroke after delivery, we may recommend brain magnetic resonance imaging to women who developed G-HA during pregnancy to identify organic lesions that may cause hemorrhagic stroke, regardless of previous history of primary headache disorders. Additionally, in our data, G-HA showed a close association with ICH, while it did not show statistical significance with SAH. Therefore, it can be also interpreted that G-HA may be associated with a long-standing hypertensive condition that persists even after delivery.

On the other hand, G-HA showed a limited association with subsequent ischemic stroke. Women with both G-HA and Hx-HA had a nearly fivefold higher risk of ischemic stroke compared with women with neither headache type. However, the association between the two disappeared when considering the interaction with Hx-HA. In addition, the [G-HA( +) & Hx-HA(-)] group did not show a statistically significant difference in risk of ischemic stroke from the [G-HA(-) & Hx-HA(-)] group. These results may indicate that the persistence of previous headache disorders even during pregnancy is more important than the occurrence of headaches during pregnancy itself in the occurrence of ischemic stroke after delivery. In fact, women with Hx-HA without G-HA also showed a significantly higher risk of ischemic stroke compared to the [G-HA(-) & Hx-HA(-)] group. History of primary headache disorders, especially migraine, is a well-known risk factor for stroke [31]. The vasospasm that occurs during migraine attack reduces cerebral blood flow, which can lead to an ischemic stroke [11,12,13]. In addition, in migraine patients, platelet aggregation is activated, various prothrombotic markers are elevated, and paradoxical embolism through the patent foramen ovale is prevalent [7, 10, 13, 15]. Usually, migraines improve in the first trimester of pregnancy, but if they persist during pregnancy, it can mean intractable migraines with severe vasospasm. Therefore, in terms of ischemic stroke, it seems important to establish a primary prevention plan by closely monitoring whether G-HA persists during pregnancy in pregnant women with a history of primary headache disorder.

In our data, the prevalence of stroke after delivery is very low at 0.12%. Considering that the median age of our study population is 31 years and the observation period is a maximum of 9 years, it can be seen that most of our data represent a young age stroke prevalence of < 40 years. Therefore, 0.12% is considered a reasonable prevalence. In fact, it is consistent with the Korea Stroke Epidemiology Report reported in 2018 and the data available from the National Statistical Office (http://kosis.kr). However, because these women are young, they will suffer from a disability for a very long time. Therefore, we think that paying attention to the primary prevention of stroke after delivery is sufficiently medically and sociologically meaningful.

Our study has several limitations. First, although it used the prospectively collected Korean NHIS database, this is a retrospective cohort study. Thus, our results confirm the association between G-HA and stroke after pregnancy, but do not imply a causality. Second, due to the retrospective nature of the study, we were unable to learn in detail about the headache symptoms of G-HA experienced by participants (e.g., migraine-like or tension-type-like). Third, the prevalence of history of headache disorder in our cohort was estimated to be lower than generally known. Of course, it is true that the prevalence of primary headache disorder has been reported to be lower in the Korean population than in the Caucasian population. However, since our cohort included medical records from 2011 to 2020 for women who gave birth between 2012 and 2013, the impact of only having a washout period of up to 2 years to evaluate past medical history may be more significant. This low prevalence may underestimate the influence of history of headache disorder. Fourth, due to the characteristics of Korea, most of the study population are Asians. Therefore, additional validation studies are needed to apply our results to other races. Fifth, because our study determines prevalence based on the disease code entered by the attending physician, people who had a previous history of headache disorder but did not visit the hospital may be classified as G-HA if they were first detected due to pregnancy. Finally, because most of the women included in the analysis were young, the accompanying vascular risk factors were small. Therefore, the possibility that the effect of G-HA on stroke was relatively overestimated should be considered because the effect of these comorbidities was small.

Conclusion

We demonstrated that G-HA was closely related to stroke after delivery. Pregnant women should be socially protected, and preventing their subsequent stroke is an important issue not only for young women but also for their children. Based on our results, we believe that the taking a history of previous headache disorder (Hx-HA) and the regular examining for G-HA during pregnancy will be helpful in classifying high-risk groups for ischemic stroke and hemorrhagic stroke after delivery and devising a primary prevention strategy for each. However, our findings should be validated through subsequent prospective studies.

Availability of data and materials

All data related to this study are included in the main text and the additional files.

Abbreviations

G-HA:

Gestational headache

NHIS:

National health insurance service

Hx-HA:

History of headache disorder

ICD-10-CM:

The international classification of disease 10th revision clinical modification

ICH:

Intracerebral hemorrhage

SAH:

Subarachnoid hemorrhage

References

  1. Goadsby PJ (2019) Primary headache disorders: five new things. Neurology 9(3):233–240

    PubMed  PubMed Central  Google Scholar 

  2. Robbins MS, Lipton RB (2010) The epidemiology of primary headache disorders. Semin Neurol 30(2):107–119

    Article  PubMed  Google Scholar 

  3. Sacco S, Ricci S, Degan D, Carolei A (2012) Migraine in women: the role of hormones and their impact on vascular diseases. J Headache Pain 13(3):177–189

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Lyngberg AC, Rasmussen BK, Jørgensen T, Jensen R (2005) Prognosis of migraine and tension-type headache: a population-based follow-up study. Neurology 65(4):580–585

    Article  PubMed  Google Scholar 

  5. Bushnell CD, Jamison M, James AH (2009) Migraines during pregnancy linked to stroke and vascular diseases: US population based case-control study. BMJ 338

  6. Wabnitz A, Bushnell C (2015) Migraine, cardiovascular disease, and stroke during pregnancy: systematic review of the literature. Cephalalgia 35(2):132–139

    Article  PubMed  Google Scholar 

  7. Kurth T, Gaziano JM, Cook NR, Logroscino G, Diener H-C, Buring JE (2006) Migraine and risk of cardiovascular disease in women. JAMA 296(3):283–291

    Article  CAS  PubMed  Google Scholar 

  8. Guldiken B, Guldiken S, Taskiran B, Koc G, Turgut N, Kabayel L, Tugrul A (2009) Migraine in metabolic syndrome. Neurologist 15(2):55–58

    Article  PubMed  Google Scholar 

  9. Schoenen J (2006) Are migraine and headache associated with an increased risk of stroke in women? Nat Clin Pract Neurol 2(2):74–75

    Article  PubMed  Google Scholar 

  10. Kurth T, Slomke M, Kase C, Cook N, Lee I-M, Gaziano J, Diener H-C, Buring J (2005) Migraine, headache, and the risk of stroke in women: a prospective study. Neurology 64(6):1020–1026

    Article  CAS  PubMed  Google Scholar 

  11. Diener H, Kurth T (2005) Is migraine a risk factor for stroke? Neurology 64(9):1496–1497

    Article  CAS  PubMed  Google Scholar 

  12. Spector JT, Kahn SR, Jones MR, Jayakumar M, Dalal D, Nazarian S (2010) Migraine headache and ischemic stroke risk: an updated meta-analysis. Am J Med 123(7):612–624

    Article  PubMed  PubMed Central  Google Scholar 

  13. Lee MJ, Lee C, Chung C-S (2016) The migraine–stroke connection. J Stroke 18(2):146

    Article  PubMed  PubMed Central  Google Scholar 

  14. Merikangas KR, Fenton BT, Cheng SH, Stolar MJ, Risch N (1997) Association between migraine and stroke in a large-scale epidemiological study of the United States. Arch Neurol 54(4):362–368

    Article  CAS  PubMed  Google Scholar 

  15. Jousilahti P (2004) Headache and the risk of stroke. Curr Atheroscler Rep 6(4):320–325

    Article  PubMed  Google Scholar 

  16. Tsai C-L, Chou C-H, Lee P-J, Yin J-H, Chen S-Y, Lin C-C, Sung Y-F, Yang F-C, Chung C-H, Chien W-C (2016) The potential impact of primary headache disorders on stroke risk. J Headache Pain 17(1):1–7

    Article  Google Scholar 

  17. Sances G, Granella F, Nappi R, Fignon A, Ghiotto N, Polatti F, Nappi G (2003) Course of migraine during pregnancy and postpartum: a prospective study. Cephalalgia 23(3):197–205

    Article  CAS  PubMed  Google Scholar 

  18. Kuijper EA, Ket JC, Caanen MR, Lambalk C (2013) Reproductive hormone concentrations in pregnancy and neonates: a systematic review. Reprod Biomed Online 27(1):33–63

    Article  CAS  PubMed  Google Scholar 

  19. Marcus DA (2003) Headache in pregnancy. Curr Pain Headache Rep 7(4):288–296

    Article  PubMed  Google Scholar 

  20. Spierings EL, Sabin TD (2016) De novo headache during pregnancy and puerperium. Neurologist 21(1):1–7

    Article  PubMed  Google Scholar 

  21. Melhado EM, Maciel JA, Guerreiro CA (2007) Headache during gestation: evaluation of 1101 women. Can J Neurol Sci 34(2):187–192

    Article  PubMed  Google Scholar 

  22. Contag SA, Mertz HL, Bushnell CD (2009) Migraine during pregnancy: is it more than a headache? Nat Rev Neurol 5(8):449–456

    Article  PubMed  Google Scholar 

  23. Lee J, Lee JS, Park S-H, Shin SA, Kim K (2017) Cohort profile: the national health insurance service–national sample cohort (NHIS-NSC) South Korea. Int J Epidemiol 46(2):e15–e15

    PubMed  Google Scholar 

  24. Kyoung D-S, Kim H-S (2022) Understanding and utilizing claim data from the Korean National Health Insurance Service (NHIS) and Health Insurance Review & Assessment (HIRA) database for research. J Lipid Atherosclerosis 11(2):103

    Article  Google Scholar 

  25. Sundararajan V, Henderson T, Perry C, Muggivan A, Quan H, Ghali WA (2004) New ICD-10 version of the Charlson comorbidity index predicted in-hospital mortality. J Clin Epidemiol 57(12):1288–1294

    Article  PubMed  Google Scholar 

  26. Lee S-R, Choi E-K, Kwon S, Han K-D, Jung J-H, Cha M-J, Oh S, Lip GY (2019) Effectiveness and safety of contemporary oral anticoagulants among Asians with nonvalvular atrial fibrillation. Stroke 50(8):2245–2249

    Article  CAS  PubMed  Google Scholar 

  27. Lee S-R, Choi E-K, Han K-D, Jung J-H, Oh S, Lip GY (2018) Edoxaban in Asian patients with atrial fibrillation: effectiveness and safety. J Am Coll Cardiol 72(8):838–853

    Article  CAS  PubMed  Google Scholar 

  28. Crovetto F, Somigliana E, Peguero A, Figueras F (2013) Stroke during pregnancy and pre-eclampsia. Curr Opin Obstet Gynecol 25(6):425–432

    Article  PubMed  Google Scholar 

  29. Tang C-H, Wu C-S, Lee T-H, Hung S-T (2009) Yang C-YC, Lee C-H, Chu P-H: Preeclampsia-eclampsia and the risk of stroke among peripartum in Taiwan. Stroke 40(4):1162–1168

    Article  PubMed  Google Scholar 

  30. Zhu K, Born DW, Dilli E (2020) Secondary Headache: Current Update. Headache. 60(10):2654–2664

    Article  PubMed  Google Scholar 

  31. Bousser M-G, Welch KMA (2005) Relation between migraine and stroke. Lancet Neurol 4(9):533–542

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

This research was supported by a grant of the Medical data-driven hospital support project through the Korea Health Information Service(KHIS), funded by the Ministry of Health & Welfare, Republic of Korea. 

Funding

This work was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Science & ICT (NRF-2020R1C1C1013304). The funding organization had no role in the design, conduct or preparation of this report.

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Authors and Affiliations

Authors

Contributions

K.-W.N. and CK.K. designed the study. K.-W.N. SY.H., M.-J.O., KM.O., YS.K. contributed to data acquisition. K.-W.N. and SY.H. performed statistical analysis. K.-W.N., CK.K., GJ.C., and Cheryl D Bushnell contributed to the discussion. K.-W.N. drafted the manuscript, and CK.K. and GJ.C. edited the manuscript. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to Chi Kyung Kim or Geum Joon Cho.

Ethics declarations

Ethics approval and consent to participate

This retrospective cohort study was approved by the Institutional Review Board (IRB) at Korea University Guro Hospital (IRB number: 2021GR0383). The requirement to obtain written informed consent form the study participants was waived due to the retrospective study design using anonymous information. All experiments were performed in accordance with the Declaration of Helsinki and relevant guidelines and regulations.

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Not applicable.

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The authors declare no competing interests.

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Supplementary Information

Additional file 1:

 Frequency of subsequent stroke according to time after G-HA diagnosis in G-HA (+) group.

Additional file 2:

 Hazard ratio of gestational headache in each of the four outcomes considering interaction with history of headache disorder in participants without gestational hypertension.

Additional file 3:

 The prevalence of subsequent strokes in the post-partum period (up to 8wks) and thereafter.

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Nam, KW., Ha, S., Oh, MJ. et al. Headaches during pregnancy and the risk of subsequent stroke. J Headache Pain 24, 159 (2023). https://doi.org/10.1186/s10194-023-01689-9

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