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. 2017 Jun 7;12(6):e0178977. doi: 10.1371/journal.pone.0178977

Hyponatremia and increased risk of dementia: A population-based retrospective cohort study

Mu-Chi Chung 1, Tung-Min Yu 1, Kuo-Hsiung Shu 1, Ming-Ju Wu 1,2, Chao-Hsiang Chang 3,4, Chih-Hsin Muo 5,6, Chi-Jung Chung 7,8,*
Editor: Gianluigi Forloni9
PMCID: PMC5462431  PMID: 28591195

Abstract

Hyponatremia is the most common electrolyte disorder and also a predictor of mild cognition impairment. However, the association between hyponatremia and dementia in long follow up periods is rarely investigated. A retrospective cohort study was performed using the claims data of all insured residents who were covered by Taiwan’s universal health insurance from 2000 to 2011. A total of 4900 hyponatremia patients and 19545 matched comparisons were recruited for the analysis. The incidences of hyponatremia and dementia were diagnosed with clinical protocol and defined using the International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM). Cox proportional hazard regression and Kaplan–Meier curves were used for the analyses. Independent of adjusting factors, hyponatremia patients had 2.36-fold higher chances of suffering dementia, including Alzheimer’s disease (AD) and non-AD dementia, than the comparisons. Severe hyponatremia patients had higher risks of suffering dementia than the non-severe hyponatremia patients (adjusted hazard ratio: 4.29 (95% CI: 3.47–5.31) versus 2.08 (95% CI: 1.83–2.37)). A dose response relationship was observed between hyponatremia and dementia. Those hyponatremia patients with baseline or incident stroke had significantly higher chances of suffering dementia compared with those patients without hyponatremia and stroke. Stroke is a significant modifier of the relationship between hyponatremia and dementia. Cerebrovascular disease after incident hyponatremia must be prevented to reduce the incidence of dementia.

Introduction

Hyponatremia is not only the most common electrolyte disorder but is also associated with higher infection rate [1], cardiovascular disease [2, 3], and mortality risk [4, 5]. Central nervous system (CNS) symptoms are the main manifestations of hyponatremia [6]. Symptoms of acute hyponatremia include confusion, coma, and seizure that is triggered through cerebral edema. In chronic hyponatremia, the degree of cerebral edema becomes mild through osmotic equilibrium, thereby reducing the severity of CNS symptoms. Several studies reported that chronic hyponatremia resulted in mild cognition impairment (MCI) [7, 8], which in turn was associated with increased risk of progression to dementia [9] or death [10]. However, the MCI among patients with hyponatremia was transient and would return to its normal state when the hyponatremia was corrected [8, 11].

Dementia is a progressive, incurable disease that greatly influences the quality of life of the affected patients. About 35.6 million individuals worldwide are suffering from this disease, and this number is expected to triple in value by 2050[12]. Dementia requires a higher medical cost than cancer and heart disease combined[13]. Therefore, many studies attempted to explore the modifiable risk factors of dementia, such as diabetes mellitus (DM), hypertension, and hyperlipidemia [14]. However, hyponatremia, as a clear cause of MCI, is not well-documented for dementia[15]. In fact, cerebrovascular diseases are currently considered as underlying pathologic hallmarks of various types of dementias[16]. Hyponatremia has also been suggested an important predictor of cerebrovascular diseases, such as stroke [2, 3]. Therefore, the association between hyponatremia and dementia must be explored further.

This study is the first to explore such association based on a retrospective cohort study from a nationwide database. This study attempts to determine the following: (1) the association between hyponatremia and dementia, including Alzheimer’s disease (AD) and non-AD dementia; (2) the relationship among hyponatremia, stroke, and dementia; and (3) the dose response relationship between hyponatremia severity and dementia.

Materials and methods

Data source

The Taiwan Department of Health consolidated 13 insurance programs to establish the Taiwan National Health Insurance program (NHI program) in March 1995. Over 99% of Taiwanese residents are covered by this program. The National Health Insurance Research Database (NHIRD) comprises NHI program registration files and original claims data for reimbursement. This database was established by the National Health Research Institute, which was authorized to manage insurance data. As a sub-dataset of NHIRD, the Longitudinal Health Insurance Database (LHID 2000) includes claims data for one million people who have been randomly selected from the total insured population between 1996 and 2011. We selected our sample from LHID 2000 to investigate the association between hyponatremia and dementia. This database also contained information on the demographic status of the insured individuals and the claims data for inpatient and outpatient care. The personal information of the participants was concealed to protect their privacy. We ensured that all data were de-identified and analyzed anonymously. This study was also exempted from full ethical review by the institutional review board of China Medical University (CMUH104-REC2-115). The diagnosis of each patient was identified using the International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM).

Study population

Using the retrospective population-based cohort design, we identified 4900 new hyponatremia (ICD-9-CM code 276.1) patients, whose first-time hyponatremia diagnoses were used as index year (2000 to 2009). Given that severe symptomatic hyponatremia patients could be treated with hypertonic saline (3% saline) in clinical settings, we defined the severe hyponatremia group as those hyponatremia patients who required 3% sodium chloride treatment. By contrast, the non-severe hyponatremia group included hyponatremia patients that did not require 3% sodium chloride treatment. For comparison cohort (non-hyponatremia cohort), we randomly selected 19545 subjects without hypernatremia (ICD-9-CM: 276.0) and hyponatremia diagnosis at a 1:4 ratio. These cohorts were frequency-matched by age (per five years), gender, and index year.

Study variables

The follow-up person–years at the end of 2011 were calculated for each subject until the diagnosis of dementia (ICD-9-CM: 290, 294.1, and 331.0) or withdrawal from the insurance system. We categorized dementia into AD (ICD-9-CM: 331.0) and non-AD (ICD-9-CM: 290 and 294.1). Those subjects with a history of dementia at the baseline were excluded from the study. All dementia-related comorbidities, including diabetes (ICD-9-CM: 250), hypertension (ICD-9-CM: 401 to 405), hyperlipidemia (ICD-9-CM: 272), ischemic heart disease (ICD-9-CM: 410 to 414), heart failure (ICD-9-CM: 428), mental illness (ICD-9-CM: 290 to 319), stroke (ICD-9-CM: 430 to 438), liver cirrhosis (ICD-9-CM: 571.2, 571.5, and 571.6), atrial fibrillation (ICD-9-CM: 427.31), chronic renal disease (ICD-9-CM: 585), parkinsonism (ICD-9-CM: 332), and cancer (ICD-9-CM: 140 to 208), were identified before the index date. Diuretics use was evaluated before the index date and was then divided into furosemide, thiazide, and other diuretics. In addition, we defined the visiting numbers as sum of both outpatient and inpatient visit for hyponatremia per year to be representative of severity of hyponatremia. To explore the interaction effect between hyponatremia and stroke on dementia risk, we defined baseline stroke as the occurrence of stroke event before the index date of hyponatremia and defined incident stroke as the occurrence of stroke event after the index date of hyponatremia.

Statistical analysis

We performed chi-square and student's t tests to examine the differences among the categorical and continuous variables, respectively. We employed analysis of variance to analyze the differences in the mean age and follow-up years of patients in the severe hyponatremia group, patients in the non-severe hyponatremia group, and comparison cohorts. The incidence rate ratio of dementia was measured via Poisson regression analysis. The multivariable Cox proportional hazards model was used to adjust dementia-related comorbidities and to estimate the risk of dementia, which was represented by adjusted hazard ratio (aHR) and 95% confidence interval (95% CI). Kaplan–Meier analysis was performed to measure the cumulative dementia incidence for the three study groups, and the log-rank test was performed to assess the differences of cumulative incidence among these groups. All statistical analyses were performed using the SAS 9.4 statistical package (SAS Institute Inc., NC, USA), with a significance level of P <0.05 in the two-tailed tests.

Results

Table 1 shows the demographic characteristics, status of each comorbidity and uses of diuretics by the hyponatremia (N = 4900) and non-hyponatremia cohorts (N = 19545). The cohorts in both groups had similar age and sex distributions after frequency matching. The mean age in both groups was approximately 67 years. The hyponatremia group had a higher prevalence of comorbidity and percentage of diuretics use than the non-hyponatremia group. We further defined the severe (N = 572) and non-severe hyponatremia groups (N = 4328). The severe and non-severe hyponatremia groups (chi-square test p-value < 0.0001) had different age, sex, comorbidity, and diuretics use distributions than the non-hyponatremia cohort. The mean follow-up years for dementia were 2.16, 3.20, and 5.16 in the severe hyponatremia group, non-severe hypernatremia group, and comparison group, respectively. The severe hyponatremia group showed the highest cumulative incidence of dementia by the end of the follow-up period (Fig 1; Log-rank test p-value < 0.0001).

Table 1. Demographic profiles of patients with hyponatremia, divided into severe and non-severe hyponatremia.

Hyponatremia
Severe Non-Severe All Comparison
N = 572 N = 4328 N = 4900 N = 19545
n % n % n % n % p-value1 p-value2
Age, year 0.89 < 0.0001
    < 65 136 23.8 1661 38.4 1797 36.7 7188 36.8
    ≥ 65 436 76.2 2667 61.6 3103 63.3 12357 63.2
    Mean (SD) 72.1 (13.5) 66.7 (16.5) 67.1 (16.2) 67.3 (16.3) 0.32 < 0.0001#
Gender 0.90 0.94
    Women 260 45.5 1935 44.7 2195 44.8 8736 44.7
    Men 312 54.5 2393 55.3 2705 55.2 10809 55.3
Comorbidity
    Diabetes 237 41.4 1761 40.7 1998 40.8 4206 21.5 < 0.0001 < 0.0001
    Hypertension 436 76.2 2918 67.4 3354 68.4 10313 52.8 < 0.0001 < 0.0001
    Hyperlipidemia 179 31.3 1432 33.1 1611 32.9 5389 27.6 < 0.0001 < 0.0001
    Ischemic heart disease 269 47.0 1699 39.3 1968 40.2 5854 30.0 < 0.0001 < 0.0001
    Heart failure 121 21.2 716 16.5 837 17.1 1572 8.04 < 0.0001 < 0.0001
    Mental illness 299 52.3 2003 46.3 2302 47.0 6797 34.8 < 0.0001 < 0.0001
    Stroke 324 56.6 1621 37.5 1945 39.7 3954 20.2 < 0.0001 < 0.0001
    Liver cirrhosis 50 8.74 358 8.27 408 8.33 358 1.83 < 0.0001 < 0.0001
    Atrial fibrillation 58 10.1 264 6.10 322 6.57 513 2.62 < 0.0001 < 0.0001
    CKD 50 8.74 353 8.16 403 8.22 594 3.04 < 0.0001 < 0.0001
    Parkinsonism 47 8.22 222 5.13 269 5.49 417 2.13 < 0.0001 < 0.0001
    Cancer
        Brain 3 0.52 9 0.21 12 0.24 3 0.02 < 0.0001 < 0.0001
        Non-brain 98 17.1 606 14.0 704 14.4 870 4.45 < 0.0001 < 0.0001
Diuretics
    Furosemide 277 48.4 1701 39.3 1978 40.4 3398 17.4 < 0.0001 < 0.0001
    Thiazide 57 10.0 221 5.11 278 5.67 669 3.42 < 0.0001 < 0.0001
    Others 57 10.0 244 5.64 301 6.14 400 2.05 < 0.0001 < 0.0001
Follow-up years
    Mean (SD) 2.16 (2.53) 3.20 (2.91) 3.10 (2.89) 5.16 (2.81) < 0.0001 < 0.0001#

SD, standard deviation; Chi-square

t-test

#ANOVA. p-value

1: the p-value between all hyponatremia and comparison groups. p-value

2: the p-value for different types of dysnatremia relative to that for the comparison group

Fig 1. Cumulative dementia risk in the severe hyponatremia, non-severe hyponatremia, and comparison groups.

Fig 1

After considering about the same conditions of dementia-related comorbidities, Table 2 shows that the hyponatremia cohort has 2.36-fold higher chances of suffering dementia than the comparison cohort (95% CI: 2.09 to 2.66) using the multivariable Cox proportional hazards model. Compared with the non-hyponatremia cohort, the risk of dementia significantly increased in the severe (aHR: 4.29, 95% CI: 3.47 to 5.31) and non-severe hyponatremia groups (aHR: 2.08, 95% CI: 1.83 to 2.37). In addition, we evaluated the visiting numbers per year for hyponatremia cohorts and further explored the effect of visiting numbers on dementia risk. The risk of dementia increased from 1.54 (95% CI: 1.33 to 1.77) for those patients with two or fewer visiting numbers up to 15.7 (95% CI: 13.1 to 19.0) for those patients with more than two visiting numbers (p-value < 0.0001 for trend). Hyponatremia patients had 2.31- (95% CI: 1.35 to 3.95) and 2.36-fold (95% CI: 2.09 to 2.66) higher chances of suffering AD and non-AD dementia than the non-hyponatremia patients. Non-severe hyponatremia patients had statistically significant higher risks of suffering AD than the comparison cohort (aHR: 2.35, 95% CI: 1.34 to 4.10). However, an insignificant increased risk was observed between severe hyponatremia and AD. Compared with that of the comparison cohort, the risk of non-AD was 4.38 (95% CI: 3.53 to 5.43) and 2.07 (95% CI: 1.81 to 2.36) in the severe and non-severe hyponatremia groups, respectively.

Table 2. Incidence rate and hazard ratios of dementia in different severity and visiting numbers of hyponatremia.

Outcome Event Person–Years Rate Crude HR (95% CI) Adjusted HR (95% CI) #
Dementia (ICD-9-CM 290, 294.1 and 331.0)
    Comparison cohort 1056 100778 10.5 1.00 1.00
    Hyponatremia cohort 424 15081 28.1 2.61(2.33 to 2.93)*** 2.36(2.09 to 2.66)***
        Non-severe hypernatremia 324 13843 23.4 2.19(1.93 to 2.48)*** 2.08(1.83 to 2.37)***
        Severe hypernatremia 100 1238 80.8 7.32(5.96 to 9.00)*** 4.29(3.47 to 5.31)***
    Hyponatremia visiting numbers, per year
      ≤ 2 248 14465 17.2 1.64(1.49 to 1.79)*** 1.54(1.33 to 1.77)***
      > 2 176 616 285.7 27.3(24.6 to 30.3)*** 15.7(13.1 to 19.0)***
      p-value for trend < 0.0001 < 0.0001
Alzheimer disease (ICD-9-CM 331.0)
    Comparison cohort 61 100778 0.61 1.00 1.00
    Hyponatremia cohort 19 15081 1.26 2.13(1.27 to 3.57)** 2.31(1.35 to 3.95)**
        Non-severe hypernatremia 17 13843 1.23 2.07(1.21 to 3.55)** 2.35(1.34 to 4.10)**
        Severe hypernatremia 2 1238 1.62 2.81(0.69 to 11.5) 2.04(0.49 to 8.53)
Non-Alzheimer dementia (ICD-9-CM 290, and 294.1)
    Comparison cohort 995 100778 9.87 1.00 1.00
    Hyponatremia cohort 405 15081 26.9 2.64(2.35 to 2.97)*** 2.36(2.09 to 2.66)***
        Non-severe hypernatremia 307 13843 22.2 2.19(1.93 to 2.49)*** 2.07(1.81 to 2.36)***
        Severe hypernatremia 98 1238 79.2 7.57(6.15 to 9.33)*** 4.38(3.53 to 5.43)***

Medical visit, including outpatient and inpatient visits. PY, person–year; Rate, incidence rate (per 1,000 person–years); IRR, incidence rate ratio; #Adjusted for age, gender, comorbidity, and medicine used

** p < 0.01

*** p < 0.001.

Table 3 illustrates the joint effect of baseline or incident stroke and hyponatremia on dementia outcomes. Hyponatremia patients with baseline stroke had significantly higher risks of suffering dementia (aHR: 4.63, 95% CI: 4.00 to 5.37) than non-hyponatremia patients without stroke. The association between incident stroke and dementia risk for hyponatremia patients were elucidated during the study period (Fig 2). A total of 2955 hyponatremia patients had no baseline stroke. A total of 418 hyponatremia patients had incident stroke (14.2%) during the follow-up period, among which 55 developed signs of dementia by the end of the follow-up period. A total of 114 patients without incident stroke developed dementia. During the study period, the risk of dementia increased from 1.95 (95% CI: 1.63 to 2.33) for hyponatremia patients without incident stroke to 4.04 (95% CI: 3.05 to 5.34) for hyponatremia patients with incident stroke (Table 3).

Table 3. The joint effect between baseline or incident stroke as well as hyponatremia on dementia risk.

Variable N Event PY Rate IRR (95% CI) Adjusted HR# p-value
(95% CI)
Hyponatremia Baseline Stroke 0.7310
No No 15591 636 83488 7.62 1.00 1.00
No Yes 3954 420 17289 24.3 3.19(2.94 to 3.46)*** 1.82(1.60 to 2.06)***
Yes No 2955 169 10164 16.6 2.18(1.95 to 2.44)*** 2.65(2.24 to 3.15)***
Yes Yes 1945 255 4917 51.9 6.81(6.19 to 7.49)*** 4.63(4.00 to 5.37)***
Hyponatremia Incident Stroke 0.1233
No No 14193 469 74939 6.26 1.00 1.00
No Yes 1398 167 8549 19.5 3.12(2.82 to 3.46)*** 1.95(1.63to 2.33)***
Yes No 2537 114 8441 13.5 2.16(1.92 to 2.43)*** 2.77(2.25 to 3.40)***
Yes Yes 418 55 1722 31.9 5.10(4.34 to 6.01)*** 4.04(3.05 to 5.34)***

PY, person–year; Rate, incidence rate (per 1,000 person–years); IRR, incidence rate ratio

#Adjusted for age and gender; p-value for interaction

*** p < 0.001.

Fig 2. Follow-up occurrence of dementia and incident stroke among hyponatremia patients without baseline stroke.

Fig 2

Discussion

To the best of our knowledge, this study is the first nationwide database study to reveal the significant influence of hyponatremia on the occurrence of dementia. Hyponatremia patients had 2.36-fold higher chances of suffering dementia after adjusting other confounding factors. Our findings were consolidated by the effects of the significant dose response relationship between severe and non-severe hyponatremia on dementia occurrence.

Dementia can be divided into different subtypes according to their cause [17]. As the most common subtype, AD accounts for about 50% of all dementia cases. The pathological hallmarks of AD include amyloid plaque and neurofibrillary tangles that damage the structure and function of neurons and synapses. Vascular dementia, which is triggered by a cerebrovascular disease that hinders blood from flowing to the brain, accounts for the majority of the non-AD dementia causes. However, mixed dementia, or the coexistence of AD and non-AD dementia, has been recently identified as the leading cause of dementia [1820]. The overlap of AD neuropathology (amyloid plaques and neurofibrillary tangles) with cerebrovascular lesions is observed in up to 50% of dementia cases[21]. Therefore, AD and non-AD dementia cannot be easily distinguished in clinical practice. In our study, those patients with non-AD dementia outnumbered those with AD in both normal- and hypo-natremia groups, which indicated that our neurologists tended to classify those patients with signs of mixed dementia to the non-AD group. Regardless of dementia subtype, hyponatremia was significantly associated with higher risks of suffering either AD or non-AD dementia. However, the number of severe hyponatremia patients in our study is too small to show significant results. Dementia has many risk factors[22], including age, sex, DM, hypertension, hyperlipidemia, atrial fibrillation, coronary artery diseases, mental illness, and Parkinson’s disease, which we considered as confounding factors of the disease. Hyponatremia remained an independent strong factor of dementia after these confounding factors were adjusted.

Although we lacked data on the level of serum sodium, we partially compensated for this limitation by investigating the dose response relationship between severe and non-severe hyponatremia. The severity of hyponatremia was measured based on symptoms instead of serum sodium level. All patients with severe symptomatic hyponatremia also received 3% saline in practice[6]. Therefore, our definition of severe hyponatremia was logical. Previous studies suggested that the cognition impairments triggered by hyponatremia could still be treated[8, 9]. However, we found that hyponatremia in long follow-up periods carried a much higher risk of dementia. Therefore, hyponatremia must be prevented to reduce the burden of dementia.

The association between hyponatremia and dementia could be explained in several ways. Hyponatremia could lead to brain damage through multiple mechanisms, predisposing to dementia. Hyponatremia leads to cerebral edema in the acute phase. Cerebral edema was closely linked to neuronal death by the Na/K ATPase dysfunction and the formation of reactive oxygen species[23]. Moreover, hypoxia is a major factor in hyponatremia that contributes to brain damage. This condition is usually observed among patients that face hyponatremia encephalopathy through two mechanisms, namely, neurogenic pulmonary edema and hypercapnia respiratory failure.[24] Hypoxia not only deteriorates cerebral edema[25] but also contributes to increased resting blood pressure and cerebral vascular resistance[26]; in addition, hypoxia induces the expression of proinflammatory transcription factors that can lead to endothelial dysfunction, atherosclerosis, and stroke[27].

In chronic hyponatremia, hyponatremia is associated with dementia through multiple mechanisms. First, renin–angiotensin–system (RAS) activation may have a role in the formation of dementia. Hyponatremia serves not only as a marker but also as a contributory factor to RAS activation[28]. Such activation may result in atherosclerosis and lead to plaque rupture in the atherosclerotic lesions of patients with stroke and brain damage[2931]. Second, hyponatremia is considered a marker of inflammation[32]. Elevated levels of inflammatory cytokines have been observed among hyponatremia patients. Chronic inflammation is also associated with dementia[33]. These cytokines increase the concentration of amyloidogenic peptides, which are central pathogeneses of AD. Third, previous studies showed that hyponatremia could induce mitochondria dysfunction[34] and oxidative stress[35], which also served key pathogenic roles in AD[16]. The abovementioned evidence also suggested the convergence of pathogenic factors on cerebral blood vessels, which could lead to stroke and dementia[20]. Fourth, hippocampus has a major role in triggering dementia. Chronic hyponatremia induces memory loss by decreasing the ATP production and energy of hippocampus cells and by decreasing the long-term potentiation of hippocampal synapses[34]. Fifth, in the animal model, hyponatremia increases the sensitivity of beta amyloid, thereby leading to cognitive impairment[36].

Stroke is notorious for doubling the risk of suffering dementia (post-stroke dementia), including both AD and non-AD dementia[37]. Recurrent or multiple strokes carry much higher risks of dementia[38]. In our study, both baseline and incident stroke increased the risk of dementia, and their interactions with hyponatremia could increase such risk further. These findings indicated the cumulative damage of stroke and hyponatremia. Several risk factors of post-stroke dementia were also identified[38]. Based on our findings, hyponatremia should also be considered when investigating the causes of dementia.

Hyponatremia has a mutual interaction with stroke. Hyponatremia was associated with increased incidence of cerebrovascular diseases [2, 3] and a common complication after cerebrovascular diseases [39]. Fig 2 shows that among those patients without baseline stroke, about 30% (55/169) have developed dementia after suffering a stroke. In conclusion, stroke is an important, yet not essential, modifier on dementia because hyponatremia is an independent risk factor for dementia. Therefore, the abovementioned mechanisms, including vascular or non-vascular factors, must be considered to explain the association between hyponatremia and dementia.

This study has several limitations. First, we had no detailed information about the level of serum sodium, but tried to compensate for this limitation by dividing the sample into severe and non-severe hyponatremia patients. Second, we could not consider all possible confounders of dementia, such as smoking habits, alcohol use, other prescription drugs, vitamin deficiency, education, physical activity, and genetic factors. Third, we could not differentiate the severity and location of stroke, which could also influence the occurrence of dementia.

Conclusions

In sum, hyponatremia increases the risk of dementia, including both AD and non-AD dementia. Severe hyponatremia carries a much higher risk of dementia. Baseline or incident stroke can modify the relationship between hyponatremia and dementia. To prevent the occurrence of dementia after hyponatremia, clinical physicians must prevent secondary insults, such as cerebrovascular diseases.

Data Availability

The authors confirm that some access restrictions apply to the present data based on the law restriction of the release of individualized data from the National Health Insurance database. Requests for data can be sent to the data owners, Collaboration Center of Health Information Application, Ministry of Health and Welfare, Taiwan (stcarolwu@mohw.gov.tw).

Funding Statement

This study is supported by the Taiwan Ministry of Health and Welfare Clinical Trial and Research Center of Excellence (MOHW105-TDU-B-212-133019), the China Medical University Hospital (DMR-105-081), the Academia Sinica Taiwan Biobank Stroke Biosignature Project (BM10501010037), the NRPB Stroke Clinical Trial Consortium (MOST 104-2325-B-039 -005), the Tseng-Lien Lin Foundation in Taichung, Taiwan, the Taiwan Brain Disease Foundation in Taipei, Taiwan, and the Katsuzo and Kiyo Aoshima Memorial Funds in Japan. These funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.

References

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The authors confirm that some access restrictions apply to the present data based on the law restriction of the release of individualized data from the National Health Insurance database. Requests for data can be sent to the data owners, Collaboration Center of Health Information Application, Ministry of Health and Welfare, Taiwan (stcarolwu@mohw.gov.tw).


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