Literature DB >> 32066223

Cancer incidence according to the National Health Information Database in Korean patients with end-stage renal disease receiving hemodialysis.

Jisun Myung1, Jung Hye Choi2, Joo Hark Yi2, Inah Kim3.   

Abstract

BACKGROUND/AIMS: The aim of this study was to investigate incidence, survival, and risk factors of cancer in end-stage renal disease (ESRD) patients with hemodialysis using information from the National Health Information Database (NHID).
METHODS: Using the NHID, we identified ESRD patients who started maintenance hemodialysis between 2003 and 2005 in Korea. Patients were followed from initiation of hemodialysis to renal transplantation, death, or December 31, 2016, whichever came first. We calculated the incidence, survival, and risk factors of cancer.
RESULTS: Of the total 14,382 ESRD patients, 1,124 (7.82%; men:women, 728:396) were diagnosed with cancer during follow-up. The mean duration from the start of hemodialysis to new cancer identification was 64.40 ± 41.81 months. Significant risk factors for the development of new cancer were old age, male sex, and liver disease. Conversely, patients with diabetes showed low risk for new cancer. The colorectum (17.31%) was the most common primary site of cancer in men, followed by the liver (15.8%), stomach (14.29%), lung (13.6%), and kidney (10.3%). In women, the colorectum (14.65%) was also the most common primary site of cancer, followed by the breast (12.88%), thyroid (12.63%), stomach (10.86%), and lung (8.08%). According to the primary site of cancer, breast cancer showed the longest median survival duration (130.93 months), followed by thyroid, kidney, colorectum, bladder, stomach, liver, and lung cancer. On multivariate analyses, overall survival was affected by age and diabetes.
CONCLUSION: The cancer incidence of chronic hemodialysis patients was relatively high. Thus, careful monitoring and a specific cancer screening program are needed for chronic hemodialysis patients.

Entities:  

Keywords:  Kidney failure, chronic; Neoplasms; Renal dialysis

Mesh:

Year:  2020        PMID: 32066223      PMCID: PMC7487292          DOI: 10.3904/kjim.2018.400

Source DB:  PubMed          Journal:  Korean J Intern Med        ISSN: 1226-3303            Impact factor:   2.884


INTRODUCTION

The incidence of end-stage renal disease (ESRD) is rapidly increased worldwide [1]. Dialysis has been considered a standard therapy for patients with ESRD unless kidney transplantation is possible. Therefore, the number of patients on maintenance dialysis continues to grow. Although cardiovascular disease is the most common cause of mortality in ESRD patients, cancer may be a main cause of death in this population due to improved dialysis methods and increased life spans [2]. Outcomes of cancer treatment are substantially improved due to the development of new drugs and improvements in supportive care; however, treatment for ESRD cancer patients has not been established because most clinical trials exclude ESRD patients. Although cancer in ESRD patients is an important emerging medical issue, there are only two reports on cancer in dialysis patients in Korea. A retrospective, single- center study showed that 106 patients (2.3%) out of 4,562 ESRD patients on chronic maintenance hemodialysis or peritoneal dialysis from 1996 to 2005 were diagnosed with cancer [3]. The mean time from initiation of dialysis to cancer diagnosis was 75.2 ± 63.9 months. Another observational cohort study reported that 116 (2.2%) of 5,235 ESRD patients were diagnosed with cancer, and the standardized incidence ratio (SIR) was highest for urinary tract cancer [4]. The aim of this study was to investigate incidence, survival, and risk factors of cancer in patients treated by hemodialysis using the National Health Information Database (NHID). Based on our results, we plan to construct cancer screening guidelines for patients with hemodialysis in Korea.

METHODS

Sources of data

All data were collected from the National Health Insurance Service (NHIS) using their customized database service. In Korea, nearly all citizens have joined the National Health Insurance program as a mandatory social insurance since 1989. The NHID is a public database formed by the NHIS and contains sociodemographic characteristics, dates of birth and death, health care utilization, and health screening for the whole population of Korea [5]. Therefore, we used the NHID to obtain the most accurate epidemiological data of the entire Korean population. This study was approved by the Institutional Review Board of Hanyang University Guri Hospital (2017-10- 003). Because personal information in this national dataset was de-identified for research use, the committee waived the requirement of written informed consent.

Selection of patients

We initially selected end stage renal disease patients who had started maintenance hemodialysis between January 1, 2003 and December 31, 2005. Patients who started hemodialysis were identified as those having a new claim of hemodialysis-related code, including V001, O7020, O7021, or O9991. Among them, we defined ESRD patients on maintenance hemodialysis as receiving hemodialysis for more than 90 days. The key exclusion criteria were a history of any cancer and/or transplantation before dialysis, age of 18 years or younger, claims of hemodialysis only as an inpatient condition, and patients who survived for less than 90 days from initiation of dialysis. Patients were followed from the time of initiation of hemodialysis to renal transplantation, death, or December 31, 2016, whichever came first.

Main outcome measurements

In Korea, patients with newly diagnosed malignant disease were registered with a special certification for cancer, code V193, from September 2005 to reduce the cost. Cancer was defined as a new claim for major diagnosis of C code (ICD 10: C00-C96) with the inpatient condition until August 2005; thereafter (from September 2005), it was defined as a new claim for major diagnosis of C code and V193. The cancer occurrence date was defined as the date of a new claim. Patients who had two or more codes for cancer were considered diagnosed with the first claimed code. The definition of newly diagnosed cancer was a diagnosed malignant neoplasm at least 90 days after initiation of hemodialysis.

Covariate assessment

To analyze risk factors associated with cancer occurrence, we obtained data on age at initiation of hemodialysis, sex, insurance type, and comorbidities. Insurance type was used as an indirect indicator of income. The ICD-10 codes used to define potential confounding comorbidities were as follows: diabetes mellitus (E101, E102, E103, E104, E105, E109, E111, E112, E113, E114, E115, E119, E131, E132, E133, E134, E135, E139, E141, E142, E143, E144, E145, E149), hypertension (I10), liver disease (B18, K702, K703, K717, K73, K740, K742, K743, K744, K745, K746, K721, K729, K766, K767), pulmonary disease (J40–J47, J60–J67), and cardiovascular disease, including angina, acute myocardial infarction, congestive heart failure, peripheral vascular disease, or cerebral vascular accident (I20, I21, I22, I252, I50, I71, I790, I739, R02, Z958, Z959, I60, I61, I62, I63, I64, I65, I66, I670, I671, I672, I674, I675, I676, I677 I678, I679, I681, I682, I688, I69, G450, G451, G452, G454, G458, G459, G46). We referred to new ICD-10 version of the Charlson comorbidity index for defining these comorbidities [6]. We added chronic viral hepatitis (B18) to liver disease because Korea is endemic area of hepatitis B. These comorbidities were identified in more than two hospital outpatient visits or more than one hospital inpatient visit using diagnostic codes within 1 year before the start of dialysis.

Statistical analysis

Statistical analyses were performed using SAS version 9.4 (SAS Institute, Cary, NC, USA). Data are presented as the mean ± standard deviation (SD). The Pearson chisquare test was performed to compare covariates between the groups with and without a new cancer diagnosis. Incidence rate was calculated. Hazard ratio (HR) and 95% confidence interval (CI) were calculated. Overall survival was measured from the date of cancer diagnosis to the date of death from any cause or the date of last follow-up. Survival curves were calculated using the Kaplan-Meier method and compared with other prognostic variables using the log-rank test. The Cox proportional hazards model was performed to identify prognostic factors for survival. A p < 0.05 was considered statistically significant.

RESULTS

Characteristics of the cohort

We initially selected a total of 49,770 ESRD patients with hemodialysis-related codes, including V001, O7020, O7021, or O9991, between January 1, 2003 and December 31, 2005. Among them, we excluded 35,388 patients: 24,333 with less than 90 days duration between the initial and last claims of hemodialysis, 10,341 who started hemodialysis before 2003, 346 who had a history of cancer, 193 who had undergone transplantation before dialysis, 94 with missing data on date of birth or sex, and 81 who were 18 years or younger. Finally, we identified 14,382 ESRD patients who started maintenance hemodialysis between 2003 and 2005. The mean follow-up duration was 77.51 ± 53.99 months. Patient characteristics are summarized in Table 1. The mean age at the time of initial hemodialysis was 58.22 ± 12.15 years. Hypertension (70.0%) was the most common comorbidity, followed by diabetes mellitus (42.9%), cardiovascular disease (33.7%), pulmonary disease (15.4%), and liver disease (7.1%). A total of 2,186 patients (15.2%) underwent renal transplantation at a mean of 55.56 ± 43.13 months after initiation of hemodialysis. Among the 14,382 ESRD patients, 8,883 (61.76%) died during follow-up.
Table 1.

Comparison of baseline characteristics between end-stage renal disease patients with or without cancer (n = 14,382)

CharacteristicWithout new cancer (n = 13,258, 92.18%)With new cancer (n = 1,124, 7.82%)
Age at first dialysis, yr
 19–493,871 (93.66)262 (6.34)
 50–593,180 (91.27)304 (8.73)
 60–693,913 (91.53)362 (8.47)
 ≥ 702,294 (92.13)196 (7.87)
Mean age at first dialysis (n = 14,382), yr58.22 ± 12.15
Median age at first dialysis (n = 14,382), yr59
Mean age at cancer diagnosed (n = 1,124), yr63.43 ± 11.56
Median age at cancer diagnosed (n = 1,124), yr65
Mean time from dialysis to cancer (n = 1,124), mon64.40 ± 41.81
Median time from dialysis to cancer (n = 1,124), mon56.92
Sex
 Female5,857 (93.67)396 (6.33)
 Male7,401 (91.04)728 (8.96)
Insurance
 Yes12,585 (92.14)1,073 (7.86)
 No (medical aid beneficiaries)673 (92.96)51 (7.04)
Comorbidity
 Diabetes mellitus
  No7,488 (91.19)723 (8.81)
  Yes5,770 (93.50)401 (6.50)
 Liver disease
  No12,352 (92.43)1,012 (7.57)
  Yes906 (89.00)112 (11.00)
 Hypertension
  No3,966 (92.00)345 (8.00)
  Yes9,292 (92.26)779 (7.74)
 Cardiovascular disease
  No8,775 (92.03)760 (7.97)
  Yes4,483 (92.49)364 (7.51)
 Lung disease
  No11,213 (92.12)959 (7.88)
  Yes2,045 (92.53)165 (7.47)

Values are presented as number (%) or mean ± SD.

Occurrence and risk factors of cancer

Of the total 14,382 ESRD patients who started maintenance hemodialysis between 2003 and 2005, 1,124 (7.82%) were diagnosed with cancer during the study period. Among them, 97 patients (8.63%) had two or more codes for cancer, and they were considered diagnosed with the first claimed code. Cancer patients included 728 men and 396 women, and the mean age at cancer diagnosis was 63.43 ± 11.56 years. The mean duration from the start of hemodialysis to new cancer identification was 64.40 ± 41.81 months, and the median was 56.92 months (range, 3.07 to 168.23). The significant risk factors for the development of new cancer were old age, male sex, and liver disease. On the contrary, patients with diabetes showed low risk for new cancer (Table 2).
Table 2.

Risk factors for development of new cancer in end-stage renal disease patients with chronic maintenance hemodialysis

VariableMultivariate analysis
Adjusted HR (95% CI)
Age at first dialysis, yr
 19–491 (reference)
 50–591.599 (1.353–1.891)[a]
 60–691.93 (1.638–2.275)[a]
 ≥ 702.697 (2.223–3.272)[a]
Sex (male vs. female)1.529 (1.352–1.729)[a]
National Health Insurance (medical aid beneficiaries vs. subscribers)0.902 (0.67–1.214)
Diabetes mellitus (yes vs. no)0.853 (0.746–0.975)[a]
Liver disease (yes vs. no)1.57 (1.29–1.912)[a]
Hypertension (yes vs. no)0.975 (0.845–1.126)
Cardiovascular disease (yes vs. no)1.126 (0.983–1.29)
Lung disease (yes vs. no)1.023 (0.864–1.211)

Using the Cox proportional hazards model.

HR, hazard ratio; CI, confidence interval.

Significantly different.

Cancer incidence according to the duration of hemodialysis is shown in Fig. 1. Cumulative incidence of any cancer from the start of hemodialysis in ESRD patients, stratified by sex is described in Fig. 2.
Figure 1.

Cancer incidence according to duration of hemodialysis.

Figure 2.

The cumulative incidence of any cancer from the start of hemodialysis in end-stage renal disease patients, stratified by sex.

Primary site of cancer

The primary site of cancer classified by sex is reported in Table 3. In the 728 male patients, the colorectum (17.31%) was the most common primary site of cancer, followed by the liver (15.8%), stomach (14.29%), lung (13.6%), kidney (10.3%), bladder (5.35%), and prostate (4.26%). The mean time from start of hemodialysis to cancer development was 60 ± 41.01 months. Hematologic malignancy had the shortest mean duration of cancer development (45.29 ± 46.53 months). In the 396 female cancer patients, the colorectum (14.65%) was also the most common primary site of cancer, followed by the breast (12.88%), thyroid (12.63%), stomach (10.86%), lung (8.08%), uterus (7.58%), and kidney (6.57%). The mean duration from start of hemodialysis to cancer development was 70.83 ± 42.54 months in women.
Table 3.

Site-specific cancer incidence, mean time from dialysis to cancer, and incidence rate of cancers

VariableMen
Women
No. (%)Mean time from dialysis to cancer, monIncidence rate[a]No. (%)Mean time from dialysis to cancer, monIncidence rate[a]
Total cancers728 (100)60.9 ± 41.011,420.48396 (100)70.83 ± 42.54950.89
Head and neck18 (2.47)51.02 ± 40.7735.124 (1.01)54.08 ± 17.079.605
Stomach104 (14.29)56.79 ± 40.09202.9343 (10.86)65.67 ± 44.52103.253
Colon126 (17.31)58.63 ± 37.61245.8558 (14.65)64.47 ± 39.98139.272
Liver115 (15.80)55.15 ± 40.04224.3920 (5.05)74.48 ± 37.6548.025
Pancreatobiliary21 (2.88)65.69 ± 39.6240.9817 (4.29)64.41 ± 74.4840.821
Lung99 (13.60)56.42 ± 40.74193.1732 (8.08)80.64 ± 40.8776.84
Skin21 (2.88)79.99 ± 38.3640.9813 (3.28)66.89 ± 37.7531.216
Breast1 (0.14)121.57 ± 0.001.9551 (12.88)79.82 ± 46.62122.463
Uterus0--30 (7.58)54.51 ± 34.7372.037
Prostate31 (4.26)52.02 ± 39.4160.490--
Kidney75 (10.30)78.45 ± 39.81146.3426 (6.57)97.07 ± 43.9662.432
Bladder39 (5.36)65.2 ± 43.2276.118 (4.55)55.25 ± 36.4043.222
Thyroid26 (3.57)83.89 ± 37.5450.7350 (12.63)73.99 ± 38.93120.062
Hematology22 (3.02)45.29 ± 46.5342.9314 (3.54)56.44 ± 38.7333.617
Other cancers30 (4.12)59.99 ± 46.6658.5320 (5.05)75.93 ± 48.6248.02

Values are presented as number (%) or mean ± SD.

100,000 person-years.

Survival analyses of hemodialysis patients with cancer

The median survival duration of 14,382 ESRD patients from the initiation of dialysis was 86.37 months (range, 0.5 to 170.23). The median survival duration of ESRD patients with cancer was significantly shorter than that of ESRD patients without cancer (72.63 months vs. 87.5 months, p < 0.001) (Fig. 3).
Figure 3.

The overall survival of end-stage renal disease patients with cancer or without cancer.

Of the 1,124 ESRD patients with cancer, the median survival duration from date of cancer diagnosis was 26.63 months. According to the primary site of cancer, breast cancer showed the longest median survival duration (130.93 months), followed by thyroid (105.87), kidney (78.73), colorectum (35.33), bladder (30.9), stomach (23.33), liver (9.4), and lung (6.7). On univariate analysis using the log-rank test, significant risk factors for overall survival in ESRD patients with cancer were age ≥ 50, male, diabetes mellitus, cardiovascular disease, and lung disease (Fig. 4). Although women had a longer survival duration than men, there was no significant survival difference between women and men for major cancers, including stomach, colon, liver, kidney, bladder, thyroid, and lung cancer. On multivariate analyses, overall survival was affected by age and diabetes (Table 4).
Figure 4.

Kaplan-Meier plots of overall survival after new cancer diagnosis in 1,124 end-stage renal disease patients according to risk factors of (A) sex, (B) diabetes mellitus, (C) liver disease, (D) hypertension, (E) cardiovascular disease, and (F) lung disease.

Table 4.

Prognostic factors for overall survival in hemodialysis patients with cancer

VariableUnivariate analysis
Multivariate analysis
HR (95% CI)HR (95% CI)
Age at cancer diagnosis, yr
 19–491 (reference)1 (reference)
 50–592.248 (1.597–3.164) [a]1.909 (1.348–2.702)[b]
 60–693.448 (2.498–4.757) [a]3.056 (2.184–4.276) [a]
 ≥705.262 (3.811–7.264) [a]4.657 (3.31–6.552) [a]
Sex (male vs. female)1.442 (1.233–1.687) [a]1.058 (0.888–1.26)
National Health Insurance (medical aid beneficiaries vs. subscribers)1.034 (0.736–1.452)1.445 (0.999–2.09)
Diabetes mellitus (yes vs. no)1.482 (1.281–1.715)[a]1.445 (1.23–1.698)[a]
Liver disease (yes vs. no)1.202 (0.958–1.509)1.152 (0.898–1.478)
Hypertension (yes vs. no)1.003 (0.858–1.172)0.731 (0.609–0.878)[b]
Cardiovascular disease (yes vs. no)1.323 (1.139–1.537) [a]1.14 (0.969–1.341)
Lung disease (yes vs. no)1.289 (1.065–1.559)[b]0.983 (0.808–1.196)

Using the Cox proportional hazards model.

HR, hazard ratio; CI, confidence interval.

p < 0.001.

p < 0.05.

DISCUSSION

This is the first study to investigate incidence, survival, and risk factors of cancer in ESRD patients with chronic maintenance hemodialysis using a nationwide population- based database, the NHID, which includes the entire Korean population. We found that 1,124 (7.82%) of 14,382 ESRD patients who started maintenance hemodialysis between 2003 and 2005 were diagnosed with cancer with mean follow-up duration of 77.51 ± 53.99 months. The mean duration from the start of hemodialysis to new cancer identification was 64.40 ± 41.81 months. The significant risk factors for development of new cancer were old age, male sex, and liver disease. The colorectum was the most common primary site of cancer, and breast cancer showed the longest median survival duration. There have been important studies on cancer incidence in dialysis patients. A large international collaboration study in the United States, Europe, Austria, and New Zealand reported that 25,044 (3%) of 831,804 patients on dialysis for ESRD developed cancer during average follow-up of 2.5 years [7]. They concluded that the overall risk of cancer was increased in ESRD patients with a SIR of 1.18. They observed a high risk of cancer in a young age group, and kidney, bladder, and thyroid cancer showed a high SIR. In a report on cancer incidence among United States Medicare ESRD patients on hemodialysis between 1996 and 2009, the 5-year crude cumulative incidence of cancer was 9.48% and was higher in subgroups of older age, male, and non-diabetes primary ESRD cause [8]. Although the cancer incidence identified in their study was higher than our results, the risk factors of cancer were similar to ours. In Taiwan, the Taiwan National Health Insurance program has provided universal health insurance for nearly all of Taiwan’s residents since 1995 [9]. Recently, several studies were published on the epidemiology and risk of cancer in dialysis patients using data from Taiwan’s National Health Insurance Research Database [9- 11]. One important study identified ESRD patients starting maintenance dialysis between 1999 and 2004 and then followed the patients from initiation of dialysis to death, end of dialysis, or the end of 2008. Of the 40,833 patients, 2,352 (5.8%) developed cancer. The mean duration from start of hemodialysis to new cancer identification was 41.29 ± 26.58 months. The independent risk factors for the development of new cancer were older age, male, and chronic liver disease. Patients with diabetes, hypertension, or cardiovascular disease showed lower risk for new cancer. Liver cancer (20.63%) and bladder cancer (25.57%) were the most common cancers in men and women, respectively [9]. The study design and results of this report were like ours except that the Taiwan study included patients with peritoneal dialysis. Both studies selected ESRD patients with initiation of maintenance dialysis for a specific period and then identified patients observed until a pre-selected date using a National Health Insurance Database. The risk factors for the development of cancer were similar in the two studies. While diabetes mellitus is a risk factor for cancer, ESRD patients with diabetes showed low risk for new cancer in the previous study as well as our study. The reason may be that patients with diabetes have a relatively short life span and less time for cancer development. However, the incidence of site-specific cancer was different than in our current study, and the mean duration to new cancer was shorter in the Taiwan study than in ours. Although this discrepancy cannot be explained clearly, the authors described the effects of a Chinese herbal product on hepatitis B and C endemic areas. Patients receiving dialysis are at a potentially increased risk of cancer compared with the general population [7,8,10-13]. Potential mechanisms of malignant transformation included impaired immune system and DNA repair, chronic infection and inflammation, medication, accumulation of carcinogen, and dialysis-related factors [12]. However, the reported results are not consistent [4,14]. Lin et al. [10] recently published a nationwide cohort study to investigate the incidence of cancer in dialysis patients matched with non-dialysis patients according to age, sex, and index year. The dialysis group had a significantly higher 7-year cancer incidence rate than the control group (6.4% vs. 1.7%). It was not possible to directly compare the cancer incidence in our study with the general population incidence because we did not select a control group. However, the cumulative cancer incidence of 7.82% was relatively higher than in previous Korean studies [3,4]. Cancer screening and treatment of dialysis patients are important emerging medical issues because of the increasing number of older patients with ESRD. Although national cancer screening programs are well established in Korea, cancer screening in ESRD patients should be considered differently. The incidence of kidney and urinary tract cancers was higher in ESRD patients than in the general population. We suggest adding a tool for kidney and urinary tract cancers in the screening program. This study has several limitations. First, NHID is not established for research purposes but for medical service claims and reimbursement, and the data could not confirm pathological reports for a diagnosis of cancer. If cancer diagnosis is defined as only diagnosis of C code, cancer incidence is increased than that of real world. However, we defined cancer diagnosis as satisfying both a new claim for major diagnosis of C code and V193 (special certification for cancer). Thus, we do not believe that the incidence is overestimated, as a strict cancer definition was used. Second, our results cannot be directly compared with the general population because we did not have a control group. However, this is the largest epidemiological study of cancer in ESRD patients on chronic hemodialysis using a population-based database including almost the entire population of Korea. In conclusion, these results suggest that the cancer incidence of chronic hemodialysis patients is relatively high. Careful monitoring and a specific cancer screening program are needed. Based on these results, we plan to perform a study to investigate treatment strategies for cancer in ESRD patients with chronic maintenance hemodialysis using the NHID in Korea. 1. The cancer incidence of chronic hemodialysis patients (7.82%) was relatively high. 2. The mean duration from the start of hemodialysis to new cancer identification was 64.40 ± 41.81 months. 3. Significant risk factors for the development of new cancer were old age, male sex, and liver disease. 4. Careful monitoring and a specific cancer screening program are needed for hemodialysis patients.
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Authors:  Anne M Butler; Andrew F Olshan; Abhijit V Kshirsagar; Jessie K Edwards; Matthew E Nielsen; Stephanie B Wheeler; M Alan Brookhart
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Journal:  Nephrol Dial Transplant       Date:  2011-08-22       Impact factor: 5.992

4.  Cancer risk in patients on dialysis and after renal transplantation.

Authors:  S A Birkeland; H Løkkegaard; H H Storm
Journal:  Lancet       Date:  2000-05-27       Impact factor: 79.321

5.  Cancer in patients on chronic dialysis in Korea.

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Journal:  Kidney Res Clin Pract       Date:  2015-08-20

7.  Cancer in Korean patients with end-stage renal disease: A 7-year follow-up.

Authors:  Kyung Don Yoo; Jung Pyo Lee; Su Mi Lee; Jae Yoon Park; Hajeong Lee; Dong Ki Kim; Shin-Wook Kang; Chul Woo Yang; Yong-Lim Kim; Chun Soo Lim; Kwon Wook Joo; Yon Su Kim
Journal:  PLoS One       Date:  2017-07-10       Impact factor: 3.240

8.  Epidemiology of cancer in end-stage renal disease dialysis patients: a national cohort study in Taiwan.

Authors:  Chih-Chiang Chien; Ming-Ming Han; Yu-Hsien Chiu; Jhi-Joung Wang; Chin-Chen Chu; Chien-Ya Hung; Yih-Min Sun; Nai-Cheng Yeh; Chung-Han Ho; Chih-Ching Lin; Hao-Yun Kao; Shih-Feng Weng
Journal:  J Cancer       Date:  2017-01-01       Impact factor: 4.207

9.  Data Resource Profile: The National Health Information Database of the National Health Insurance Service in South Korea.

Authors:  Sang Cheol Seong; Yeon-Yong Kim; Young-Ho Khang; Jong Heon Park; Hee-Jin Kang; Heeyoung Lee; Cheol-Ho Do; Jong-Sun Song; Ji Hyon Bang; Seongjun Ha; Eun-Joo Lee; Soon Ae Shin
Journal:  Int J Epidemiol       Date:  2017-06-01       Impact factor: 7.196

10.  Cancer risk among elderly persons with end-stage renal disease: a population-based case-control study.

Authors:  Fatma M Shebl; Joan L Warren; Paul W Eggers; Eric A Engels
Journal:  BMC Nephrol       Date:  2012-07-26       Impact factor: 2.388

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