Trend of incidence rate of age related diseases: results from the National Health Insurance Service–National Sample Cohort (NHIS-NSC) database in Korea: A cross- sectional study

DOI: https://doi.org/10.21203/rs.3.rs-2214770/v1

Abstract

Background: Age-related diseases (ARDs) do not have a defined category by consensus opinion. This study aims to redefine ARDs in Korea, which is about to have a super-aged society, and to examine the incidence rate of ARDs and identify their characteristics.

Methods: Using a National Health Insurance Service-Sample Cohort (NHIS-NSC), which sampled 1 million individuals who maintained health insurance and medical benefit beneficiaries in Korea for one year in 2006 and followed up from 2002 to 2019, we selected 14 diseases with high disease burden and prevalence among Koreans from 92 ARDs diseases defined in the GBD study as ARDs. The annual incidence rate is the number of subjects newly diagnosed with each ARD each year for a total of 14 years from 2006 to 2019, after excluding subjects with a history of being diagnosed with ARDs from 2002 to 2005. The incidence rate by age was divided into units of 10 years by age as of 2019, the number of subjects with aging-related diseases for each age group was used as the numerator, and the incidence rate of each age group was calculated by age group as the denominator.

Results: From 2006 to 2019, the diseases that showed a decrease in the annual incidence were chronic obstructive pulmonary disease, congestive heart failure, and ischemic heart disease, and diseases that showed significant increase were dyslipidemia, chronic kidney disease, cataract, deafness, and Parkinson's disease. Notably, hypertension, diabetes, cerebrovascular disease, osteoporosis, osteoarthritis, and age-related macular degeneration showed a gradual decrease in the incidence and tendency to increase after 2015. However, almost all diseases showed a difference in degree when the incidence rate of each disease was examined, regardless of the difference in the incidence rate by year; however, the incidence increased exponentially as the age increased, and then at a very high age demonstrate a characteristic form of decrease.

Conclusions: The incidence of diseases belonging to the newly defined ARDs increased exponentially with age and had a common characteristic showing that incidence decreased at a very high age.

Introduction

The elderly population is observed to increase worldwide [1]; additionally, Korea is particularly showing the fastest aging rate among major OECD countries [2]. According to the report of the National Statistical Office, from 1970 to 2018, the rate of aging in Korea is observed to increase at an average annual rate of 3.3%, and Korea is expected to enter a super-aged society in 2025 [3]. An increase in the elderly population is a significant cause of increased medical expenses and the financial burden of health insurance [4]. For example, in 2019, medical expenses for the elderly (age ≥ 65 years) in Korea accounted for 41.6% of the total medical expenses and increased by 9.3% over the past decade. In addition, the annual medical cost per elderly individual is 4.91 million won, three times the annual medical cost per non-elderly individual [5].

It is essential to pay more attention to age-related diseases (ARDs) as a significant portion of medical expenses and health care burden will be concentrated on the elderly population with the rapid advent of the age of super-aging. ARDs generally referred to diseases that increase the incidence with age, including chronic diseases, such as hypertension and diabetes, cardiovascular disease, cerebrovascular disease, Alzheimer's disease, Parkinson's disease, age-related macular degeneration, osteoarthritis, osteoporosis, and cancer [612]. However, no consistent consensus has defined the disease categories included in ARD. The distinction between normal aging, which occurs naturally with advancing age and pathological aging is not clear. As geriatric diseases are a combination of an aging-related decline in function and disease, the disease categories included in ARD are slightly different depending on the literature [612]. Among those, we focused on the 92 ARDs classified by defining age-related diseases as those with exponentially increasing incidence with age, out of a total of 293 causes of disease from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2017 [13]. They evaluate the burden of each disease of ARDs using the disability-adjusted life-years (DALYs), and ARDs are accounted for 51.3% of the total disease burden globally based on the data from the 2017 GBD, and the top 10 diseases that had the largest absolute increases in number of DALYs between 1990 and 2019 include six diseases corresponding to ARD, such as ischemic heart disease, chronic kidney disease, lung cancer, and senile hearing loss [14]. Additionally, research results show that ARDs show common characteristics in their incidence despite being of different disease groups and having different pathological characteristics. According to this, the incidence rate of ARD increases with age; however, the incidence rate decreases with a very high age [15].

Therefore, we tried to redefine ARDs in terms of the disease burden to provide information for the management and prevention of the elderly population in Korea and analyzed the characteristics by evaluating the incidence rate of each disease of ARD defined in this manner.

Methods

Definition of ARD

We defined ARD as a disease in which the burden of disease increases with age, and the incidence rate increases exponentially with age. To determine the disease group belonging to ARD, 92 ARDs defined by the study method conducted by Chang et al. were used. According to this study, from the list of 293 GBD causes, the two-step method was used to exclude diseases that do not have a positive correlation between the incidence rate and age and diseases whose incidence does not increase exponentially with age; ultimately, a total of 92 ARDs were identified [13]. In addition, the 2020 Ministry of Health and Welfare confirmed the results of the Survey on the Elderly to examine the causes of diseases with a high prevalence in the elderly population in Korea [16]. According to the study's results on the burden of disease in Koreans, the top five specific causes of DALYs by age were examined, and diseases with a high incidence rate were identified [17]. Finally, based on this, 14 diseases were selected as ARDs through consultation with researchers and clinicians. Cancer, a representative disease of ARD, was excluded from the selection in this study.

Data sources

This study used data from the National Health Insurance Corporation-Sample Cohort (NHIS-NSC). This included data from a sample of 1 million individuals who maintained health insurance and medical benefit beneficiaries in Korea for one year in 2006 and followed up from 2002 to 2019. The NHIS-NSC data include socio-demographic data, outpatient, and inpatient records, pharmacy claims, health examination results, and data on deaths collected by the National Statistical Office, such that the date and cause of death can be known. However, such information is extracted, summarized, processed, and anonymized so that the subject of the information cannot be identified [18]. The authors obtained approval from the Ethics Committee of the National Health Insurance Corporation for permission to use this data. The research was conducted after receiving approval (IRB number: NHIS-2021-1-459) from the Ethics Committee of the National Health Insurance Ilsan Hospital.

The incidence rate of ARD

The diagnostic names of 14 diseases belonging to ARDs were selected using the main diagnostic codes of hospitalized or outpatients, matching each disease through meetings with medical record experts and clinicians according to the 8th revised Korea Standard Disease Classification (KCD-8) diagnostic code category.

The incidence rate by year is for each ARD, except for subjects with a history of being diagnosed with each ARD from 2002 to 2005, then for a total of 14 years from 2006 to 2019, and the incidence rate was calculated using the number as the numerator and the number of subjects who did not develop each ARD in the previous year as the denominator. The incidence rate by age was divided into 10-year-old units by age as of 2019, and the number of subjects with ARDs in each age group was the numerator, and the number of subjects for each age in 2019 was the denominator to calculate the incidence rate of each ARD by age group. SAS 9.4 was used for data pre-processing and incidence rate calculation.

Results

Disease categories of ARD

The 14 types of ARD include hypertension, diabetes, dyslipidemia, cerebrovascular disease, ischemic heart disease, osteoporosis, osteoarthritis, chronic obstructive pulmonary disease, congestive heart failure, chronic kidney disease, cataract, age-related macular degeneration, hearing loss, and Parkinson's disease was selected (Table 1).

Table 1

Incidence of ARD by year

 

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

2018

2019

HTN

Total number of subjects (n)

920747

908912

897268

887432

878180

869934

865101

859197

854180

852055

849232

842585

836784

829077

number of occurrences(n)

19581

16873

15810

15296

13987

12435

12133

11363

10310

10896

12205

11987

13082

13867

Incidence rate (%)

2.13

1.86

1.76

1.72

1.59

1.43

1.40

1.32

1.21

1.28

1.44

1.42

1.56

1.67

DM

Total number of subjects (n)

967764

965139

958460

952784

948377

944360

940484

936565

932507

929035

925146

919108

913200

906226

number of occurrences(n)

12105

11111

10513

10202

9920

10018

9729

9894

9708

9757

10291

10213

10848

11554

Incidence rate (%)

1.25

1.15

1.10

1.07

1.05

1.06

1.03

1.06

1.04

1.05

1.11

1.11

1.19

1.27

DL

Total number of subjects (n)

983471

978946

965438

953561

937722

923481

907638

891399

877282

861210

846926

825942

806693

786955

number of occurrences(n)

16536

18073

18490

20783

20335

21296

20986

20710

21854

21815

24279

23388

23919

24939

Incidence rate (%)

1.68

1.85

1.92

2.18

2.17

2.31

2.31

2.32

2.49

2.53

2.87

2.83

2.97

3.17

CVD

Total number of subjects (n)

1005132

1008944

1006256

1003050

1001241

999757

999073

997739

996921

996995

996324

994413

991636

988869

number of occurrences(n)

7171

7707

7850

7402

6994

6789

6536

6308

5951

5995

6169

6285

6515

7491

Incidence rate (%)

0.71

0.76

0.78

0.74

0.70

0.68

0.65

0.63

0.60

0.60

0.62

0.63

0.66

0.76

IHD

Total number of subjects (n)

993762

995291

990594

987171

985102

982905

982193

980907

980269

979286

978704

976928

974277

971133

number of occurrences(n)

8653

8393

7577

7200

6805

6214

5974

5842

5809

5184

5305

5297

5286

5285

Incidence rate (%)

0.87

0.84

0.76

0.73

0.69

0.63

0.61

0.60

0.59

0.53

0.54

0.54

0.54

0.54

Osteoporosis

Total number of subjects (n)

991039

991929

986442

981770

977914

973564

970424

967579

965015

964098

962601

960280

957155

953415

number of occurrences(n)

9456

9357

9017

9012

8771

8102

7372

7060

6292

6135

6164

6337

6617

7173

Incidence rate (%)

0.95

0.94

0.91

0.92

0.90

0.83

0.76

0.73

0.65

0.64

0.64

0.66

0.69

0.75

OA

Total number of subjects (n)

874646

843531

815805

792941

774316

755913

738821

720612

703395

685954

670024

650631

633224

614019

number of occurrences(n)

36161

30698

27480

25690

25370

25017

25039

24641

24501

23805

24460

23458

24003

23917

Incidence rate (%)

4.13

3.64

3.37

3.24

3.28

3.31

3.39

3.42

3.48

3.47

3.65

3.61

3.79

3.90

COPD

Total number of subjects (n)

1008975

1014715

1014958

1015170

1016477

1018279

1020378

1021068

1023158

1025554

1027235

1027772

1028068

1027514

number of occurrences(n)

4317

3930

3825

3527

3164

3244

3133

2523

2360

2202

2150

1887

1987

1990

Incidence rate (%)

0.43

0.39

0.38

0.35

0.31

0.32

0.31

0.25

0.23

0.21

0.21

0.18

0.19

0.19

CHF

Total number of subjects (n)

1017969

1027330

1029461

1032154

1035853

1038972

1042775

1045416

1048484

1051746

1053372

1054804

1055281

1055277

number of occurrences(n)

1267

1448

1142

1092

1152

1084

1108

1072

1109

1155

756

735

725

815

Incidence rate (%)

0.12

0.14

0.11

0.11

0.11

0.10

0.11

0.10

0.11

0.11

0.07

0.07

0.07

0.08

CKD

Total number of subjects (n)

1018323

1027969

1030743

1033510

1037106

1040588

1044006

1046462

1049144

1052300

1054361

1055095

1054976

1054008

number of occurrences(n)

866

935

926

934

914

1194

1163

1179

1088

1203

1424

1476

1655

1755

Incidence rate (%)

0.09

0.09

0.09

0.09

0.09

0.11

0.11

0.11

0.10

0.11

0.14

0.14

0.16

0.17

Cataract

Total number of subjects (n)

993521

994138

990302

986076

983524

980933

977087

973825

971544

968796

965773

960740

954191

948574

number of occurrences(n)

9224

8619

8767

8555

8783

9369

8640

8586

9002

9128

9886

10348

10384

11952

Incidence rate (%)

0.93

0.87

0.89

0.87

0.89

0.96

0.88

0.88

0.93

0.94

1.02

1.08

1.09

1.26

AMD

Total number of subjects (n)

1017115

1026146

1028181

1029794

1032231

1034751

1037393

1039063

1041194

1044611

1045297

1044579

1042582

1040138

number of occurrences(n)

1566

1716

1893

1863

1681

1857

1802

1739

1707

2752

3125

3418

3688

4322

Incidence rate (%)

0.15

0.17

0.18

0.18

0.16

0.18

0.17

0.17

0.16

0.26

0.30

0.33

0.35

0.42

Hearing loss

Total number of subjects (n)

1005248

1008436

1005137

1001983

999476

995900

992691

988475

984485

981825

977258

971463

964014

955725

number of occurrences(n)

7222

7256

7354

7667

8108

8262

8251

8226

8035

8742

9039

9563

9792

10110

Incidence rate (%)

0.72

0.72

0.73

0.77

0.81

0.83

0.83

0.83

0.82

0.89

0.92

0.98

1.02

1.06

PD

Total number of subjects (n)

1020231

1030203

1033239

1036197

1039875

1043351

1047355

1049913

1052973

1056531

1058105

1059204

1059267

1058699

number of occurrences(n)

536

598

640

700

633

722

899

812

813

1146

918

951

949

902

Incidence rate (%)

0.05

0.06

0.06

0.07

0.06

0.07

0.09

0.08

0.08

0.11

0.09

0.09

0.09

0.09

Incidence of ARD per year

When examining the annual incidence rate per 100,000 people by disease, hypertension showed a gradual decrease from 2006 and then rebounded from the lowest incidence in 2014, showing a gradual increase in the incidence rate. With respect to diabetes, the incidence rate gradually decreased and slightly increased from 2018; however, the increase or decrease did not appear significantly, and in hyperlipidemia, the incidence rate continued to rise. The incidence of cerebrovascular disease increased until 2008, then decreased and gradually increased from 2016, and ischemic heart disease gradually reduced. Osteoporosis also showed a steady decline, but showed a tendency to increase after 2016. Osteoarthritis showed a decline until 2009, then exhibited a gradual increase, and chronic obstructive pulmonary disease incidence gradually reduced. In the case of congestive heart failure, the incidence rate decreased after 2015 and remained steady, while chronic kidney disease showed a moderate incidence, but increased after 2015. In the case of cataracts, the incidence rate continued to increase gradually, and the incidence rate of age-related macular degeneration, which remained similar, increased rapidly after 2014, and the incidence rate of hearing loss increased gradually by year, and in the case of Parkinson's disease, the incidence itself was not high and varied by year, but showed an overall increasing trend. (Table 2, Fig. 1)

Table 2

Incidence of ARD by age group

 

0

10

20

30

40

50

60

70

80

90

Total

HTN

Total number of subjects (n)

86786

102557

138776

137285

148289

123859

63756

21005

5951

813

829077

number of occurrences(n)

29

288

1034

2798

6190

8054

5866

2608

754

100

27721

Incidence rate (%)

0.03

0.28

0.75

2.04

4.17

6.50

9.20

12.42

12.67

12.30

3.34

DM

Total number of subjects (n)

86824

102140

138534

138725

154899

142051

85267

38123

16702

2961

906226

number of occurrences(n)

59

344

766

1998

4214

6342

5334

2858

1058

126

23099

Incidence rate (%)

0.07

0.34

0.55

1.44

2.72

4.46

6.26

7.50

6.33

4.26

2.55

DL

Total number of subjects (n)

86722

100550

133628

126999

132861

108035

55491

26036

13763

2870

786955

number of occurrences(n)

420

1338

3324

6508

10708

13680

8218

3910

1576

152

49834

Incidence rate (%)

0.48

1.33

2.49

5.12

8.06

12.66

14.81

15.02

11.45

5.30

6.33

CVD

Total number of subjects (n)

86789

102686

140376

143073

166393

164036

109348

52871

20359

2938

988869

number of occurrences(n)

34.00

74.00

214.00

512.00

1284.00

3300.00

4044.00

3472.00

1786.00

252.00

14972.00

Incidence rate (%)

0.04

0.07

0.15

0.36

0.77

2.01

3.70

6.57

8.77

8.58

1.51

IHD

Total number of subjects (n)

86849

102752

140005

141605

163133

157831

102704

50832

21922

3500

971133

number of occurrences(n)

6

88

310

598

1236

2402

2832

2078

882

136

10568

Incidence rate (%)

0.01

0.09

0.22

0.42

0.76

1.52

2.76

4.09

4.02

3.89

1.09

Osteoporosis

Total number of subjects (n)

86886

102914

140899

143432

166771

158853

95768

40950

14753

2189

953415

number of occurrences(n)

22

36

132

344

1158

4796

4394

2432

920

110

14344

Incidence rate (%)

0.03

0.03

0.09

0.24

0.69

3.02

4.59

5.94

6.24

5.03

1.50

OA

Total number of subjects (n)

85991

95613

113152

100460

101660

72809

31500

9775

2690

369

614019

number of occurrences(n)

591

3754

7514

8118

10484

10144

5086

1626

398

50

47765

Incidence rate (%)

0.69

3.93

6.64

8.08

10.31

13.93

16.15

16.63

14.80

13.55

7.78

COPD

Total number of subjects (n)

86729

102496

140333

143366

168024

170598

120195

64017

27664

4092

1027514

number of occurrences(n)

29

34

96

128

276

628

1070

1106

538

70

3975

Incidence rate (%)

0.03

0.03

0.07

0.09

0.16

0.37

0.89

1.73

1.94

1.71

0.39

CHF

Total number of subjects (n)

86867

102927

141141

144629

170243

174407

126450

71297

32467

4849

1055277

number of occurrences(n)

5

4

20

34

84

184

322

488

382

102

1625

Incidence rate (%)

0.01

0.00

0.01

0.02

0.05

0.11

0.25

0.68

1.18

2.10

0.15

CKD

Total number of subjects (n)

86888

102943

141048

144390

169709

173616

125802

71189

33285

5138

1054008

number of occurrences(n)

14

32

58

120

230

460

762

1016

734

80

3506

Incidence rate (%)

0.02

0.03

0.04

0.08

0.14

0.26

0.61

1.43

2.21

1.56

0.33

Cataract

Total number of subjects (n)

86871

102710

140597

143975

168059

164570

99938

31901

8558

1395

948574

number of occurrences(n)

14

28

74

202

1384

6106

9510

5218

1298

66

23900

Incidence rate (%)

0.02

0.03

0.05

0.14

0.82

3.71

9.52

16.36

15.17

4.73

2.52

AMD

Total number of subjects (n)

86890

102866

140678

144190

169418

172318

122836

66449

29902

4591

1040138

number of occurrences(n)

4

12

34

142

466

1490

2826

2566

1020

84

8644

Incidence rate (%)

0.00

0.01

0.02

0.10

0.28

0.86

2.30

3.86

3.41

1.83

0.83

Hearing loss

Total number of subjects (n)

85293

97922

131429

133982

156811

157466

108724

56090

24362

3646

955725

number of occurrences(n)

544

1040

1838

2208

2514

3550

3802

3038

1380

146

20060

Incidence rate (%)

0.64

1.06

1.40

1.65

1.60

2.25

3.50

5.42

5.66

4.00

2.10

PD

Total number of subjects (n)

86898

102913

140967

144459

170133

174643

127450

72516

33525

5195

1058699

number of occurrences(n)

10

44

66

78

96

212

330

594

344

30

1804

Incidence rate (%)

0.01

0.04

0.05

0.05

0.06

0.12

0.26

0.82

1.03

0.58

0.17

Incidence of ARD per age group

The incidence rate of each disease by age was slightly different at the peak age; however, most diseases showed a characteristic form that increased exponentially with age and decreased at a very high age. Exceptionally, congestive heart failure did not follow this trend, and the incidence was observed to rise (Table 2, Fig. 2).

Discussion

In this study, 14 diseases were selected, and the incidence of each disease was confirmed by defining ARD as a disease with a high prevalence in Koreans when the incidence increases with age. According to this, the diseases that decreased in the annual incidence from 2006 to 2019 were chronic obstructive pulmonary disease, congestive heart failure, and ischemic heart disease. Diseases with an increasing yearly incidence rate were dyslipidemia, chronic kidney disease, cataract, deafness, and Parkinson's disease. In the case of hypertension, diabetes, cerebrovascular disease, osteoporosis, osteoarthritis, and age-related macular degeneration, the incidence rate, which had gradually decreased, showed a tendency to increase after 2015. However, when the incidence rate of each disease was examined by the age of 10 years, almost all diseases, regardless of the difference in the incidence rate by year, had differences in degree; however, the incidence increased exponentially as the age increased, followed by a very high age showed a characteristic form of decreasing. There was a slight difference in the age at which the highest incidence rate of each disease was observed; however, most of the cases appeared to increase and then decrease at approximately 70 ~ 80 years of age.

Each disease included in the ARD group is caused by different causes affecting various organs, such as mutations, dysregulated homeostasis, fibrosis, and degenerative processes [9]. However, previous studies have shown that diseases belonging to ARD tend to increase approximately exponentially with age and then decrease in very old age; additionally, the slope of the rising portion of the incidence curve is similar at 6–8% per year [19, 20]. This similarity suggests that a general biological aging process dominates the pathogenesis of various diseases, which can be explained by the accumulation of senescent cells and differences in individual susceptibility to diseases [15].

Senescent cells stop dividing cells in response to various stresses and accumulate in the body with increasing age. They secrete Senescence Associated Secretion Profile (SASP) to induce inflammation or reproduce normal cells [21]. According to one study on the relationship between age and senescent cells, the turnover of senescent cells produced and eliminated rapidly occurs at a young age; however, with increasing age, the turnover slows, especially the rate of elimination [22], and this was used to develop a statistical probability model for the generation and removal of senescent cells. This is called the Saturated-Removal (SR) model, and it can be confirmed that the accumulation of senescent cells occurs because the generation of senescent cells increases by various stresses as the age increases; however, the self-removal rate slows down [23]. Nevertheless, since the number of senescent cells is different in individuals, the rate of removal of senescent cells has various distributions. If it is assumed that death occurs when senescent cells exceed the threshold, the SR model can explain the distribution of death time [2223].

Since aging cells are associated with several ARDs, if ARDs occur when ARDs exceeds a specific disease-specific threshold, aging cells secrete SASPs that affect the 'physiological parameters' related to the occurrence of certain diseases, causing the disease to exceed the threshold. Therefore, it can be explained that the number of aging cells increases exponentially with age, and the disease increases exponentially with age [15].

Also, the decrease in the incidence at a very high age can be explained by differences in individual susceptibility to specific diseases [2425]. Each population has a different susceptibility to disease due to the differences in genetic or environmental factors; therefore, the risk of developing a disease may appear differently. Thus, the onset of ARD will occur in individuals with a low threshold for each disease, and ARD will not occur during normal aging in a population with a high disease threshold. However, at a very high age, most people with a low threshold for the disease will have already been afflicted with the disease, and most of the remaining people have a high threshold for the disease; therefore, the probability of developing a new disease is relatively low, resulting in a decrease in the incidence.

Some limitations of this study are as follows. First, since the collected claim data were used for management purposes for insurance claims and refunds, information, such as diagnostic codes might be inaccurate, possibly affecting the incidence rate, and second, because of this, the actual disease may have been underestimated or overestimated compared to the number of occurrences. Finally, because the disease category of ARD was selected through an expert meeting based on the ARD proposed by Chang et al. and published data, there is a limitation since the DALY on the exponential increase in the incidence rate was calculated and not based on the ARD.

However, this study is significant and has meaning because it is the first to show the characteristics of ARD in the Korean population, which increases exponentially with age, and decreases at a very high age, based on a sample cohort of 1 million representative Koreans.

Conclusion

As in previous studies, our findings showed that the incidence of diseases belonging to defined ARDs increased exponentially with age and had a standard feature that decreased at a very high age. Understanding the general characteristics of ARD and its disease burden could help provide public health policies for healthy aging.

Declarations

Ethics approval and consent to participate

The Institutional Review Board of National Health Insurance Service (NHIMC) Ilsan Hospital approved the current study (approval IRB number: NHIS-2021-1-459). The need for patient consent was waived by the Ethics Committee of the IRB of NHIMC Ilsan Hospital owing to the retrospective nature of the study and the strict anonymization of data. All methods were conducted in accordance with the ethical standards of the 1964 Declaration of Helsinki and its later amendments, or comparable ethical standards.

Consent for publication

Not applicable.

Data Availability Statement

Data cannot be shared publicly because health information data which are collected, managed, and maintained by the National Health Insurance Corporation to be modified as requested in the purpose of policy and academic research, however it can be requested from the corresponding author if there is a reasonable request.  

Competing Interests

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Funding

This research was supported by the National Health Insurance Service Ilsan Hospital Fund (grant number 2021-20-014) 

Author’s contributions

In sun Ryou: Conceptualization, Methodology, Writing - Original Draft, Writing - Review & Editing. Sang Wha Lee: Conceptualization, Methodology. Hanbit Mun, SungYoun Chui: Methodology, Statistical analysis, Kyunghee Cho: Conceptualization, Formal analysis, Writing - Review & Editing, Supervision, Funding acquisition. 

Acknowledgements

Not applicable.

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