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Clinical Research Papers:

Clinicopathologic features and prognostic factors for patients with colorectal cancer who are 75 years and older

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Oncotarget. 2017; 8:80002-80011. https://doi.org/10.18632/oncotarget.20656

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Mingfang Zhao, Hans Liu, Yanqing Tang, Xin Meng, Jun Yu, Qi Wang, Qiao Zhou, Sean X. Leng and Haiyan Zhang _

Abstract

Mingfang Zhao1, Hans Liu2, Yanqing Tang3, Xin Meng4, Jun Yu5, Qi Wang6, Qiao Zhou6, Sean X. Leng2 and Haiyan Zhang6

1Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, P.R. China

2Division of Geriatric Medicine and Gerontology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA

3Department of Psychiatry, The First Affiliated Hospital of China Medical University, Shenyang, P.R. China

4Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences of China Medical University, Shenyang, P.R. China

5Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA

6Department of Geriatrics, The First Hospital of China Medical University, Shenyang, P.R. China

Correspondence to:

Haiyan Zhang, email: [email protected]

Keywords: clinicopathologic features, prognostic factors, colorectal cancer, aged 75 years and over

Received: November 30, 2016     Accepted: July 11, 2017     Published: September 06, 2017

ABSTRACT

Colorectal cancer (CRC) is common and can be considered as a disease of older adults. About one half of the cases were diagnosed in patients over 70 years of age. Decision-making about treatment for these older patients can be complicated by age-related physiological changes, impaired functional status, limited social support, and comorbidities. Many trials excluded patients using an upper limit of 75 years of age. Little is known about prognostic factors in patients who are over this age limit. In this study, we conducted an analysis in the Surveillance, Epidemiology and End Results (SEER) database to identify specific clinicopathologic features and prognostic factors for these vulnerable cancer patients (N= 293,616). They were predominantly female and had more stage I and II diseases in comparison to younger patients. On average, these patients had lower 5-year cause-specific mortality than younger patients (41.98% vs. 63.14%, P<0.001). Gender, marital status, ethnicity, Tumor-Node-Metastasis stage, grade, histologic subtype, tumor size, status of surgery and radiotherapy were all independent prognostic factors for these elderly CRC patients. In particular, surgery could improve prognosis for all CRC patients with the exception of those who are older than 94 years old and with stage III disease. The identified clinicopathologic features and prognostic factor will help guide treatment decision-making for this oldest old subset of patients with CRC.


INTRODUCTION

Colorectal cancer (CRC) is among the leading causes of cancer-related deaths worldwide [1, 2]. The median age of CRC patients was around 69 years old [3]. Decision-making with regards to treatment for older CRC patients may be complicated by certain age-related physiological changes, impaired functional status, limited social support, ability to tolerate treatment toxicity, and presence of comorbidities [47]. Many clinical trials have set 75 years as their upper age limit for study enrollment, excluding the oldest old subset [8]. Evidence for the treatment in older adults were derived primarily from individual trial or pooled subgroup analyses [9, 10] [11, 12] and large population-based studies [13, 14]. Because these studies only evaluated the effects of chemotherapy on CRC, it remains unknown whether patients over 75 years of age would benefit from surgery or radiation therapy. Moreover, little is known about clinicopathologic features and prognostic factors specific for this older and frail subset of CRC patients.

To address these questions, we analyzed the clinical data of CRC patients in the Surveillance, Epidemiology, and End Results (SEER) database. Herein, our analysis unveiled clinical-pathological factors of both younger and older CRC patients. We have further examined prognostic factors for the oldest old subset.

RESULTS

Patient baseline characteristics

A total of 293,616 patients with colorectal cancer, adenocarcinoma type, were identified from the SEER database. Their median age was 68 years. Among these patients, 100,719 (34.3 %) were 75 years or older and 192,897 (65.7%) were younger than 75. Table 1 shows the basic characteristics of these two group of patients.

Table 1: Basic characteristics between younger and older patients

Age<75
N (%)

Age≥75
N(%)

P value

Gender

 Female

84,989 (44.06)

55,597 (55.2)

 Male

107,908 (55.94)

45,122 (44.8)

<0.001

Age

 (Mean ± SD)

59.78±10.10

81.95±5.00

<0.001

AJCC 6th TNM stage

 I

50,354 (26.10)

27,716 (27.52)

 II

47,324 (24.53)

32,582 (32.35)

 III

55,333 (28.69)

25,532 (25.35)

 IV

39,886 (20.68)

14,889 (14.78)

<0.001

AJCC 6th T stage

 T0

242 (0.13)

117 (0.12)

 T1

37,325 (19.35)

16,801 (16.68)

 T2

25,903 (13.43)

15,722 (15.61)

 T3

94,723 (49.11)

51,414 (51.05)

 T4

26,291 (13.63)

12,755 (12.66)

 TX

8,413 (4.36)

3,910 (3.88)

<0.001

AJCC 6th N stage

 N0

108,192 (56.09)

65,016 (64.55)

 N1

49,003 (25.40)

21,359 (21.21)

 N2

30,394 (15.76)

11,801 (11.72)

 NX

5,308 (2.75)

2,543 (2.52)

<0.001

AJCC 6th M stage

 M0

153,011 (79.32)

85,830 (85.22)

 M1

39,886 (20.68)

14,889 (14.78)

<0.001

Histology

 Adenocarcinoma

175,304 (90.88)

89,796 (89.15)

 Mucinous

15,390 (7.98)

9,935 (9.86)

 Signet ring cell

2,203 (1.14)

988 (0.98)

<0.001

Location

 RSCC

57,291 (29.70)

45,584 (45.26)

 LSCC

76,463 (39.64)

29,534 (29.32)

 Rectal cancer

42,952 (22.27)

14,457 (14.35)

 Others

16,191 (8.39)

11,144 (11.06)

<0.001

Race

 Caucasian

148,882 (77.18)

85,964 (85.35)

 African

25,659 (13.30)

7,845 (7.79)

 American

 Asian

14,675 (7.61)

6,041 (6.00)

 Others

3,681 (1.91)

869 (0.86)

<0.001

Grade

 Well

16,070 (8.33)

8,361 (8.30)

 Moderate

127,468 (66.08)

65,147 (64.68)

 Poorly

29,027 (15.05)

17,625 (17.5)

 Undifferentiated

3,106 (1.61)

1,870 (1.86)

 Unknown

17,226 (8.93)

7,716 (7.66)

<0.001

Surgery

 Yes

173,503 (89.95)

90,026 (89.38)

 No

19,175 (9.94)

10,581 (10.51)

 Unknown

219 (0.11)

112 (0.11)

<0.001

Radiation

 Yes

33,375 (17.30)

7,535 (7.48)

 No

157,700 (81.75)

92,411 (91.75)

 Unknown

1,822 (0.94)

773 (0.77)

<0.001

Tumor size

 Mean±SD (mm)

45.79±35.29

46.15±33.60

<0.001

Diagnosis

 Microscopically confirmed

192,692 (99.89)

100,508 (99.79)

 Not microscopically confirmed

152 (0.08)

189 (0.19)

 Unknown

53 (0.03)

22 (0.02)

<0.001

Married status

 Married

114,575 (59.40)

44,901 (44.58)

 Unmarried

69,453 (36.01)

51,228 (50.86)

 Unknown

8,869 (4.60)

4,590 (4.56)

<0.001

Insurance status

 Insured

126,038 (65.34)

65,862 (65.39)

 Uninsured

6,341 (3.29)

240 (0.24)

 Unknown

60,518 (31.37)

34,617 (34.37)

<0.001

Abbreviation: SD: Standard deviation; AJCC: American Joint Committee on Cancer TNM: Tumor-Node-Metastasis; RSCC: right-sided colon cancer; LSCC: left-sided colon cancer.

In comparison to the young, the older group had a significantly higher proportion of female (55.2% vs. 44.1%, P < 0.001). For the stage of Tumor-Node-Metastasis (TNM), the older patients had a higher percentage of stage I and II diseases. Signet-ring cell carcinoma were less common in the older group, while poorly differentiated and undifferentiated adenocarcinoma were more common in older patients. The older patients had more tumors within the right-sided colon, more Caucasians, and more who were unmarried. In terms of treatment for CRC, significantly fewer patients in the older group received surgery or radiotherapy.

Survival analysis

The 5-year cause-specific survival (CSS) for the entire study population was 55.71% [95% confidence interval (CI): 55.50%-55.91%]. There were 55,436 deaths (55.04 %) in the older group and 63,247 (32.79%) in the young group. Consistently, the 5-year CSS was significantly higher in the younger patients than in the older patients, 63.14% vs. 41.98%, P<0.001 (Figure 1). The 5-year other cause of survival rate was 91.83% and 69.23% for the younger and older patients, respectively, P<0.001.

Survival difference between the younger and older patients.

Figure 1: Survival difference between the younger and older patients.

We then analyzed the prognostic factors for patients 75 years old and over (Table 2). Not surprisingly, the stage of TNM was significantly correlated with CSS – the 5-year CSS were 55.78%, 50.66%, 37.44%, and 4.57% for patients with stage I, II, III, and IV, respectively, P<0.001. As for the histology subtypes, patients with signet ring cells had a worse 5-year CSS compared to those with mucinous adenocarcinoma or other adenocarcinoma (25.63% vs. 40.91% vs. 42.28%, P<0.001). When we analyzed the 5-year CSS in patients with different tumor grades, we found that the disease-specific survival worsened as the grade progressed from “well” to “un-differentiated” (49.85%, 45.03%, 35.05%, and 33.25% for well-, moderately, poorly, and un-differentiated tumors, respectively, P<0.001).

Table 2: Survival analysis in older patients

5yr-CSS

95% CI

P value

Gender

 Male

39.34%

38.82%-39.87%

 Female

44.12%

43.64%-44.60%

<0.001

Marry status

 Married

45.62%

45.09%-46.16%

 Unmarried

38.57%

38.08%-39.05%

 Unknown

44.73%

42.99%-46.46%

<0.001

Insurance status

 Insured

41.98%

41.48%-42.47%

 Uninsured

45.83%

37.47%-53.78%

 Unknown

41.94%

41.41%-42.46%

0.5046

Ethnicity

 Caucasian

42.24%

41.85%-42.62%

 African American

34.83%

33.59%-36.06%

 Asian

47.35%

45.84%-48.83%

 Others

44.68%

40.66%-48.62%

<0.001

Site

 LSCC

42.39%

41.74%-43.03%

 RSCC

44.43%

43.90%-44.96%

 Rectum

36.30%

35.38%-37.21%

<0.001

AJCC 6th TNM stage

 I

55.78%

55.10%-56.46%

 II

50.66%

50.02%-51.30%

 III

37.44%

36.74%-38.14%

 IV

4.57%

4.18%-5.00%

<0.001

Grade

 Well differentiated

49.85%

48.62%-51.07%

 Moderately differentiated

45.03%

44.58%-45.47%

 Poorly differentiated

35.05%

34.25%-35.84%

 Undifferentiated

33.25%

30.55%-35.97%

 Unknown

25.53%

24.42%-26.65%

<0.001

Histology

 Other adenocarcinoma

42.28%

41.90%-42.66%

 Mucinous adenocarcinoma

40.91%

39.80%-42.00%

 Signet ring cell

25.63%

22.55%-28.80%

<0.001

Size

 <=40mm

48.52%

47.97%-49.07%

 >40mm

37.05%

36.59%-37.50%

<0.001

Surgery

 Yes

73.0%

72.7%-73.2%

 No

9.3%

8.6%-10.1%

 Unknown

26.8%

19.8%-34.3%

<0.001

Radiation

 No

46.0%

44.0%-48.0%

 Yes

69.8%

69.5%-70.1%

 Unknown

62.5%

59.1%-65.8%

<0.001

Abbreviation: CSS: Cause specific survival; CI: Confidence interval; AJCC: American Joint Committee on Cancer TNM: Tumor-Node-Metastasis; RSCC: right-sided colon cancer; LSCC: left-sided colon cancer.

Among the older CRC patients, about 89% underwent surgery for CRC and 7.48% received radiation therapy (78.3% of patients who received radiotherapy were rectal adenocarcinoma patients). The older patients who have underwent surgery had a significantly better prognosis in comparison to those who have not.

Moreover, females had a better prognosis compared to the males. The other factors that affect prognosis includes marital status, ethnicity, location of primary tumor, and tumor size. In contrast, whether the patients were covered by insurance or not had no impact on the disease-specific survival.

Multivariate analysis

Variables showing a trend for association with survival (P < 0.05) were selected in the cox proportional hazards model. Gender, married status, ethnicity, location, TNM stage, histologic subtypes, grade, tumor size, radiation as well as surgery were all independent prognostic factors in the multivariable analysis (Table 3).

Table 3: Multivariate analysis of survival in older patients

Hazard ratio

Standard error

P value

95% confidence interval

Sex

 Male

Reference

 Female

0.89

0.005

<0.001

0.86-0.91

Ethnicity

 Caucasian

Reference

 Asian

0.83

0.011

<0.001

0.81-0.86

 African-American

1.02

0.009

0.012

1.01-1.04

 Others

0.87

0.02

<0.001

0.83-0.92

Married status

 Married

Reference

 Unmarried

1.44

0.009

<0.001

1.42-1.46

 Unknown

1.12

0.018

<0.001

1.08-1.15

Site

 RSCC

Reference

 LSCC

0.82

0.006

<0.001

0.81-0.83

 Rectum

0.86

0.009

<0.001

0.84-0.87

AJCC 6th TNM stage

 I

Reference

 II

1.29

0.013

<0.001

1.27-1.32

 III

1.72

0.017

<0.001

1.69-1.76

 IV

5.23

0.054

<0.001

5.12-5.33

Histology subtype

 Adenocarcinoma

Reference

 Mucinous adenocarcinoma

1.13

0.012

<0.001

1.11-1.15

 Signet ring cell

1.42

0.034

<0.001

1.36-1.49

Grade

 Well differentiated

Reference

 Moderate differentiated

1.09

0.014

<0.001

1.07-1.12

 Poorly differentiated

1.46

0.021

<0.001

1.42-1.50

 Undifferentiated

1.61

0.041

<0.001

1.54-1.69

 Unknown

1.16

0.019

<0.001

1.13-1.20

Surgery

 No

Reference

 Yes

0.38

0.004

<0.001

0.37-0.39

 Unknown

0.71

0.028

<0.001

0.66-0.77

Radiation

 Yes

Reference

 No

1.25

0.014

<0.001

1.22-1.28

 Unknown

1.30

0.042

<0.001

1.22-1.39

Size

 <=40mm

Reference

 >40mm

1.09

0.007

<0.001

1.08-1.10

Abbreviation: RSCC: right-sided colon cancer; LSCC: left-sided colon cancer; AJCC: American Joint Committee on Cancer TNM: Tumor-Node-Metastasis.

Who benefited from surgery?

To better understand the role and benefit of surgery in treatment of patients with CRC who were over 75 years of age patients, we analyzed these patients according to their disease stage and age. We first stratified the patients into 5 age groups – 75-79, 80-84, 85-89, 90-94, and >94 years old. Surgery did not bring survival benefit to the patients who were older than 94 years old and with stage III diseases. As for the rest of the patients, those who received surgery for CRC had a significantly improved 5-year CSS as compared to those did not undergo such surgery (Table 4). Moreover, for the patients with the same stage of TNM, the prognosis for CRC worsened with increasing age.

Table 4: The 5-year CSS for older patients with or without surgery

Surgery

No surgery

P value

Stage I

 75-79 years old

70.00% (68.95%-71.01%)

28.38% (23.92%-32.98%)

<0.001

 80-84 years old

58.98% (57.75%-60.19%)

15.99% (12.93%-19.35%)

<0.001

 85-89 years old

47.41% (45.73%-49.06%)

9.91% (7.35%-12.92%)

<0.001

 90-94 years old

36.83% (33.76%-39.90%)

1.80% (0.59%-4.32%)

<0.001

 >94 years old

22.91% (16.53%-29.93%)

2.06% (0.2%-8.85%)

<0.001

Stage II

 75-79 years old

61.73% (60.66%-62.78%)

17.31% (11.83%-23.67%)

<0.001

 80-84 years old

54.07% (52.95%-55.18%)

13.18% (9.18%-17.92%)

<0.001

 85-89 years old

42.97% (41.57%-44.36%)

8.35% (4.47%-13.75%)

<0.001

 90-94 years old

28.66% (26.46%-30.90%)

8.45% (3.71%-15.67%)

<0.001

 >94 years old

21.07% (16.64%-25.87%)

0

0.0006

Stage III

 75-79 years old

47.81% (46.64%-48.98%)

9.15% (4.25%-16.35%)

<0.001

 80-84 years old

37.81% (36.60%-39.02%)

9.56% (4.81%-16.26%)

<0.001

 85-89 years old

27.94% (26.46%-29.44%)

5.00% (1.49%-11.86%)

<0.001

 90-94 years old

18.75% (16.54%-21.07%)

8.62% (2.75%-18.81%)

<0.001

 >94 years old

11.99% (7.99%-16.87%)

15.41% (1.12%-45.95%)

0.2678

Abbreviation: CSS: cause specific survival.

DISCUSSION

Colorectal cancer is a highly prevalent malignancy in older adults worldwide [1517]. With rapid growth of older adults in numbers, particular the oldest old subset aged 75 years and over, the number of older patients with CRC and those who seek treatment will increase rapidly. However, many clinical trials set an upper age limit of 75 years for study enrollment. Even in trials with no such age limit, they only enrolled a small number of patients with advanced age. These limited number of patients are unlikely representative of the general geriatric population with CRC. To address this important issue, we took the advantage of the existing data in the SEER, a composite population-based cancer registry covering several discrete geographic regions. We found that about one third of the CRC patients were of age 75 or over. We then further analyzed their clinicopathologic features as well as prognostic factors.

Firstly, we identified a number of unique clinicopathologic features in this oldest old subset. In comparison to the young group, these older patients were more likely single or widowed. They had larger and more poorly differentiated tumor and their tumor was more likely located in the ascending colon. On the other hand, these older patients had less metastasis of primary tumor and less signet ring cell carcinoma. Nonetheless, the 5-year CSS was lower in the older patients (P < 0.05). Two previous studies reported age as an independent negative prognostic factor in stage I-IV colon cancers [3, 18] in which “older patients” were defined differently; one study used median age (69 years) as the cutoff value [3] while the other used 40 years of age as the cutoff value [18]. This study, for the first time, reports 5-year CSS in patients with CRC who were 75 years old and over, which was nearly 42%.

Much remains to be learned about the prognostic factors for this oldest subset of elderly patients with CRC. In this study, we identified that gender, marital status, ethnicity, the stage of TNM, grade, tumor histologic subtype, tumor size, surgical intervention and radiotherapy were all independent prognostic factors for these older patients. These prognostic factors were not much different from other age groups [3, 14, 19].

As this oldest subset of elderly patients are more often challenged by age-related physiological changes, impaired functional status, limited social support, decreased ability to tolerate treatment toxicity, and presence of comorbidities, it is unclear if they would benefit from cancer treatments similar to the younger patients. Here, we report that surgical intervention provided survival benefit for most patients in this age group except for those who were both over 94 years of age and had stage III disease. Radiation therapy also offered survival benefits for patients with rectal cancer in this age group. We focused our analysis on patients with rectal cancer because they accounted for over 80% of those receiving radiation therapy. Consistent with these results, Pérez Domínguez L et al. found that age did not affect the prognosis after colon cancer resection but was associated with more postoperative morbidity and mortality [22].

This study has limitations. For example, information about chemotherapy was not available in the SEER database. Thus, potential survival benefit of chemotherapy for the oldest old subset of patients with CRC could not be determined in this study, However, subgroup and pooled analyses o phase III clinical trials suggested that the relatively fit older patients with CRC who met the traditional clinical trial inclusion criteria were likely to experience survival benefits from combination Oxaliplatin as the first line therapy similar to the younger patients [20, 21], supporting the hypothesis that the oldest old subset patient would also benefit from first line chemotherapy. Another limitation is that no data were available in the SEER database on comorbidities which are prevalent in the oldest old subset patients and known to influence prognosis and treatment decision-making for these patients. Finally, given that this is a retrospective cohort study, there is potential bias of nonrandomized data between the focused oldest old subset and younger patients with CRC. Despite these limitations, our study has identified specific clinicopathologic features and prognostic factors of the elderly patients with CRC who are 75 years and older. These data will help guide treatment decision-making for this specific and rapid growing group of elderly patients with CRC. In summary, our findings, for the first time showed that the oldest old subset of elderly CRC patients not only had a relatively poor prognosis compared to their younger counterparts but also could potentially benefit from surgery and radiotherapy.

MATERIALS AND METHODS

Database

The Surveillance, Epidemiology, and End Results (SEER) database is the largest publicly available cancer dataset. It is a composite population-based cancer registry. The SEER research data include cancer incidence and prevalence as well as patient demographics as tabulated by age, sex, race/ethnicity, and year of cancer diagnosis. The specific dataset used for this study was the SEER Program (http://www.seer.cancer.gov) Research Data (1973-2013).

Outcome variables

The anatomic sites of the left colon, right colon, and rectum were categorized according to the International Classification of Diseases for Oncology, third edition (ICD-0-3) topography codes. Right-sided colon cancers were identified by using the following SEER cancer site codes: cecum (ICD-0-3 code C18.0), ascending colon (Code C18.2), hepatic flexure (Code C18.3), and transverse colon (Code C18.4); left-sided colon cancers were identified by using the following codes: splenic flexure (Code C18.5), descending colon (code C18.6), sigmoid colon (code C18.7), and rectosigmoid (code C19.9); rectal cancer was identified by using the code C20.9.

In this study, only adenocarcinoma patients were enrolled (SEER histology codes: signet ring cell, 8490; mucinous adenocarcinoma, 8480 and 8481; other adenocarcinoma: 8140 to 8147, 8210 to 8211, 8220 to 8221, and 8260 to 8263).

For the insurance status, individuals in the groups “Any Medicaid”, “Insured” and “Insured/No specifics” were clustered together as “Insured group”.

Patient population

The study population was derived from the SEER cancer registry. Individuals identified as colorectal adenocarcinoma patients from 2004 to 2013, inclusive, were eligible for our study. Patients were excluded if they (1) had more than one primary cancer and the CRC was not the first to appear, and/or (2) had unknown cause(s) of death or unknown survival months. All the patients included in the study had active follow up and a survival of over 1 month.

Age, sex, tumor stage according to the American Joint Committee on Cancer (AJCC) Cancer Staging Manual (6th edition, 2004), tumor histological subtype, tumor grade, insurance status, marital status, time of disease diagnosis, survival time, and CSS were extracted from the SEER database.

Statistical methods

The patients’ demographic characteristics and tumor characteristics are summarized using descriptive statistics (Table or Figure). Comparisons of specific categorical variables between the older and younger patients were performed using the Chi squared test, and continuous variables were compared using the Student’s t-test. The primary endpoint of this study was the 5-year CSS, as calculated from the date of diagnosis to the date of cancer-specific death. Deaths attributed to CRC were treated as events, and deaths from other causes were treated as censored observations. Survival function estimation and comparison between older and younger patients were performed using Kaplan–Meier estimates and log-rank test, respectively. The multivariate Cox proportional hazard model was used to evaluate the hazard ratio (HR) and the 95 % CI for all the known prognostic factors for CRC. All statistical analyses were performed using the Intercooled Stata 13.0 (Stata Corporation, College Station, TX). Statistical significance was set at two-sided P < 0.05.

Abbreviations

AJCC: American Joint Committee on Cancer; CI: confidence interval; CRC: Colorectal cancer; CSS: cause-specific survival; HR: hazard ratio; ICD-O: International Classification of Diseases for Oncology; SEER: Surveillance, Epidemiology, and End Results; TNM: Tumor-Node-Metastasis.

Author contributions

Conceptualization: Mingfang Zhao, Haiyan Zhang. Methodology: Hans Liu, Xin Meng, Jun Yu. Formal analysis: Qi Wang, Qiao Zhou, Yanqing Tang. Writing: Mingfang Zhao, Sean X. Leng, and Haiyan Zhang. Supervision: Haiyan Zhang. Project administration: Mingfang Zhao, Hans Liu. Funding acquisition: Haiyan Zhang, Xin Meng.

ACKNOWLEDGMENTS

We would like to thank the staff of the National Cancer Institute and their colleagues across the United States, and Information Management Services, Inc., all who have been involved with the SEER Program.

CONFLICTS OF INTEREST

All authors declared that there is no conflicts of interest.

FUNDING

This work was supported by the National Natural Science Foundation of China (Grant number: 81301838, 81271292) and funding from the Irma and Paul Milstein Medical Asian American Partnership (MMAAP) Foundation Program for Senior Health fellowship award, supported by the MMAAP Foundation (http://www.mmaapf.org) to Dr. Haiyan Zhang.

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