DOI: https://doi.org/10.21203/rs.3.rs-2214770/v1
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.
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 [6–12]. 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 [6–12]. 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.
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.
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 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.
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).
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 |
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)
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 |
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).
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 [22–23].
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 [24–25]. 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.
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.
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.