Background: Cancer survivors exposed to therapeutic radiation are at increased risk for basal cell carcinoma (BCC). Despite the notable influence of race on rates of BCC in the general population, the same is not clearly defined in previously irradiated cancer survivors. We investigated the influence of race on the development of BCC in adult survivors of childhood cancer.

Methods: Using a retrospective cohort study, outcomes were collected through June 30, 2015, for 1,746 irradiated childhood cancer survivors participating in the St. Jude Lifetime Cohort Study (SJLIFE), comprising a total of 33,147 person-years of follow-up. Subsequent neoplasms identified in survivors through self-report and prospective clinical assessment were validated by pathology reports. Expected numbers of each type of radiation-associated neoplasm, including BCC, were calculated for irradiated black survivors based on rates in irradiated white survivors, accounting for primary cancer diagnosis, diagnosis year, attained age, and sex.

Results: On the basis of the rate of BCC in previously irradiated white survivors, 56.1 BCCs were expected among 237 black survivors, yet none observed. In contrast, the observed-to-expected ratio of non-BCC radiation-associated neoplasms (melanoma, brain, breast, thyroid cancer) was 0.88 (30 observed/34.2 expected, 95% confidence interval, 0.59–1.25).

Conclusions: We identified an unexpected absence of BCC in irradiated black survivors in SJLIFE. We observe a similar absence of BCC in black individuals among two additional cohorts treated with irradiation for childhood cancer.

Impact: Black survivors are at a substantially reduced or absent risk for BCC from therapeutic radiation for reasons not yet fully understood. Cancer Epidemiol Biomarkers Prev; 25(9); 1356–60. ©2016 AACR.

Childhood cancer survivors are at a risk of subsequent neoplasms (SN), which comprise basal cell carcinoma (BCC) in approximately 50% to 60% of cases (1, 2). BCC risk is predominantly associated with curative doses of ionizing radiation incurred during cancer therapies (1, 3). Similarly, ionizing radiation exposure has been shown to increase the risk for BCC in atomic bomb survivors, radiologic health care workers, and individuals irradiated for benign medical conditions (4–13).

The incidence of de novo BCC in the general population is dependent upon demographics and geographic ultraviolet radiation (UVR) exposures; therefore, estimated rates vary appreciably. It is evident, however, that in the general population, whites develop BCC at higher rates than blacks (14, 15). A recent report from the United States suggested that whites had a 70-fold higher incidence of BCC than age- and sex-matched blacks (14). In addition, individuals of fair complexion with higher UVR exposure and exposed at younger ages are at highest risk (15). Reduced occurrences in blacks and non-sun–exposed anatomic locations in whites have led some to hypothesize that discrete pathogenic mechanisms may contribute to these variable presentations (16).

Despite the notable influence of race on rates of BCC in populations not exposed to ionizing radiation, the same is not clearly defined in cancer survivors treated with radiotherapy. Compared with irradiated non-white cancer survivors, irradiated whites have been shown to be at significantly increased risk for BCC by some (2), but not other investigators (3, 17); however, outcomes for blacks specifically were not reported. Most studies of populations other than cancer survivors either did not report outcomes by race or were limited by the non-black racial homogeneity of their cohorts (4–8, 10–12). Apart from those occurring in individuals with nevoid basal cell carcinoma syndrome (NBCCS; refs. 18–20), the few reports of BCC in previously irradiated blacks are limited to individuals treated with scalp radiation for tinea capitis (21, 22). These observations led us to investigate the influence of race on the occurrence of BCC in previously irradiated adult survivors of childhood cancer.

The St. Jude Lifetime Cohort Study (SJLIFE) is an Institutional Review Board–approved, ongoing clinical study designed to facilitate longitudinal evaluation of health outcomes among adult survivors of pediatric malignancies. Active patient accrual has been occurring since 2007. Informed consent for this study was obtained for all participants. The study methods have been described previously (23). Briefly, subjects eligible for SJLIFE were previously treated for childhood cancer at St. Jude Children's Research Hospital (Memphis, TN), had survived ≥10 years from diagnosis, and were ≥18 years old at study enrollment. For the purposes of the current study, only those participants who were previously treated with ionizing radiation and had completed an on-campus assessment prior to June 30, 2015, were included. Treatment exposures, cumulative chemotherapy doses, radiation doses to individual anatomic sites, and medical events during and after therapy were abstracted from medical records. All retrospective and prospective data in the current report were collected under the SJLIFE protocol. At the SJLIFE baseline clinical assessment, participants completed comprehensive questionnaires that provided self-reported health outcomes, demographic factors, and medical history. Individuals underwent risk-based screening for chronic health conditions, including, SNs, per the Children's Oncology Group Long-Term Follow-Up Guidelines for Survivors of Childhood, Adolescent, and Young Adult Cancer (24). SNs were confirmed by central review of pathology reports following ascertainment of previously occurring, through questionnaire/patient report, and newly identified SNs, through prospective clinical assessment that included skin examination by SJLIFE clinicians. Suspicious lesions were referred for additional evaluation by a dermatologist. In the current analysis, radiation-associated SNs were restricted to skin (BCC and melanoma), brain, thyroid, and breast. Given prior studies reporting a lack of association with ionizing radiation, squamous cell carcinomas were not considered in the analysis of radiation-associated neoplasms (6, 13).

We calculated an expected number of each type of radiation-associated SN in irradiated blacks, assuming the same rates of development as were seen in irradiated white survivors, accounting for the effects of primary cancer diagnosis, calendar year of diagnosis, attained age, and sex. Specifically, we fitted a piecewise exponential model with these categorical covariates to irradiated whites' person-time data of each type of the radiation-associated SNs, using the logarithm of person-years (PY) as the offset. The fitted model was applied to irradiated blacks' person-time data of the same SN type to obtain their expected count. Multiple occurrences within individual survivors were accounted for using generalized estimating equations modifying the piecewise exponential models above. Observed-to-expected ratios and 95% confidence intervals (CI) were calculated by SN type in irradiated blacks based on Poisson probability models for the observed counts given the expected counts.

Among 1,746 eligible survivors with 33,147 PY of follow-up, 320 SNs occurred in 160 individuals. The median (range) follow-up time was 28.8 (11.1–52.5) years. The ratio of observed-to-expected non-BCC radiation-associated SNs in irradiated blacks was 0.88 (30 observed/34.2 expected; 95% CI, 0.59–1.25). Although not statistically significant, irradiated blacks had lower than expected subsequent thyroid and breast cancers. We expected 56.1 BCCs in irradiated blacks (mean maximum radiation dose, 33.9 Gy; range, 10.0–99.6 Gy), yet observed zero (95% CI, 0.00–0.07; Table 1). Similarly, when considering only the first occurrence of any SN, 19.5 BCCs were expected but none observed (95% CI, 0.00–0.19; Table 2).

Table 1.

Observed and expected counts of multiple subsequent radiation-associated neoplasms in irradiated white and black survivors in SJLIFE

Irradiated white survivorsIrradiated black survivors
N = 1,509N = 237
SNsNo. of pts. with SNsNo. of SNsRateaNo. of pts. with SNsNo. of SNs (O)RateaExpected (E)O/E95% CI
BCC 150 560 19.17 0.00 56.07 0.00 (0.00–0.07) 
Nonradiation associated 
 SCC 33 41 1.40 0.51 5.14 0.39 (0.04–1.41) 
Non-BCC radiation associatedb 160 320 10.95 14 30 7.61 34.22 0.88 (0.59–1.25) 
 Brain 98 232 7.94 25 6.34 21.60 1.16 (0.75–1.71) 
 Thyroid 53 63 2.16 1.01 8.53 0.47 (0.13–1.20) 
 Breastc 18 22 1.59 0.52 3.89 0.26 (0.00–1.43) 
 Melanoma 0.10 0.00 — — — 
Irradiated white survivorsIrradiated black survivors
N = 1,509N = 237
SNsNo. of pts. with SNsNo. of SNsRateaNo. of pts. with SNsNo. of SNs (O)RateaExpected (E)O/E95% CI
BCC 150 560 19.17 0.00 56.07 0.00 (0.00–0.07) 
Nonradiation associated 
 SCC 33 41 1.40 0.51 5.14 0.39 (0.04–1.41) 
Non-BCC radiation associatedb 160 320 10.95 14 30 7.61 34.22 0.88 (0.59–1.25) 
 Brain 98 232 7.94 25 6.34 21.60 1.16 (0.75–1.71) 
 Thyroid 53 63 2.16 1.01 8.53 0.47 (0.13–1.20) 
 Breastc 18 22 1.59 0.52 3.89 0.26 (0.00–1.43) 
 Melanoma 0.10 0.00 — — — 

NOTE: PY: 29,206.06 for males and females combined in white survivors, 3,940.65 for males and females combined in black survivors, 13,801.66 for female white survivors, and 1,918.93 for female black survivors.

Abbreviations: E, expected; O, observed; pts., patients; SCC, squamous cell carcinoma.

aPer 1,000 PY.

bAny of melanoma, brain, breast, thyroid neoplasms.

cFemales only (N = 703 white; N = 115 black).

Table 2.

Observed and expected counts of first subsequent radiation-associated neoplasms in irradiated white and black survivors in SJLIFE

Irradiated white survivorsIrradiated black survivors
N = 1,509N = 237
SNsNo. SNsRateaNo. SNs (O)RateaExpected (E)O/E95% CI
BCC 150 5.39 0.00 19.54 0.00 (0.00–0.19) 
Nonradiation associated 
 SCC 33 1.14 0.51 4.00 0.50 (0.06–1.80) 
Non-BCC radiation-associatedb 160 5.71 14 3.65 18.26 0.77 (0.42–1.29) 
 Brain 98 3.44 2.31 9.06 0.99 (0.45–1.89) 
 Thyroid 53 1.84 1.03 7.08 0.57 (0.15–1.45) 
 Breastc 18 1.31 0.52 3.29 0.30 (0.00–1.69) 
 Melanoma 0.10 0.00 — — — 
Irradiated white survivorsIrradiated black survivors
N = 1,509N = 237
SNsNo. SNsRateaNo. SNs (O)RateaExpected (E)O/E95% CI
BCC 150 5.39 0.00 19.54 0.00 (0.00–0.19) 
Nonradiation associated 
 SCC 33 1.14 0.51 4.00 0.50 (0.06–1.80) 
Non-BCC radiation-associatedb 160 5.71 14 3.65 18.26 0.77 (0.42–1.29) 
 Brain 98 3.44 2.31 9.06 0.99 (0.45–1.89) 
 Thyroid 53 1.84 1.03 7.08 0.57 (0.15–1.45) 
 Breastc 18 1.31 0.52 3.29 0.30 (0.00–1.69) 
 Melanoma 0.10 0.00 — — — 

Abbreviations: E, expected; No., number; O, observed; pts., patients; SCC, squamous cell carcinoma.

aPer 1,000 PY.

bAny melanoma, brain, breast, or thyroid neoplasms.

cFemales only (N = 703 white; N = 115 black).

We identified an unexpected absence of BCC in irradiated blacks in SJLIFE. These findings underscore a similar pattern among three distinct cohorts (Table 3). Shore and colleagues were the first to report an absence of BCC in blacks treated with irradiation for tinea capitis (median follow-up 25.7 years; delivered doses of 300–600 rad). Despite a clear propensity for irradiated individuals to develop BCC (RR, 3.8; 95% CI, 2.8–5.2), none developed in blacks (3,010 PY) compared with 41 in whites (21,763 PY; P = 0.003; ref. 9). Extended follow-up of this cohort (median 39.3 years) identified only three BCCs in irradiated blacks, whereas irradiated whites remained at 10-fold higher risk for BCC (RR, 10.0; 95% CI, 3.2–31.4) compared with irradiated blacks (21). Similarly, Schwartz and colleagues investigated the occurrence of BCC after total-body irradiation (9.2–15.75 Gy) in transplant survivors with a median follow-up duration of 6.6 years (range 0.3–36.2). Despite the occurrence of 197 BCCs in 3,512 whites (17), none occurred among 60 blacks (W.M. Leisenring; personal communication). Finally, investigators from the Childhood Cancer Survivor Study (CCSS) identified 1,116 BCCs in 7,527 irradiated whites compared with zero in 313 blacks after a median duration of follow-up of 25.1 years (6.5–38.9; ref. 25). Of note, only 39 (12%) of the black survivors in CCSS were also included in our study cohort.

Table 3.

BCC in irradiated cohorts reporting outcomes for individuals of black racea

Author, yearDescriptionMedian (range) follow-up duration (years)White BCC/total irradiatedBlack BCC/total irradiated
Walther and colleagues, 1981 (22) Case report of child irradiated for tinea capitis 36 NA 1/1 
Shore and colleagues, 2002b (21) U.S. children with tinea capitis 39.3 (16.1–46.9) 124/1,699 3/525 
Schwartz and colleagues, 2009c (17) Fred Hutchinson Cancer Center hematopoietic stem cell transplant survivors 6.6 (0.3–36.2) 197/3,512 0/60 
Liu and colleagues, 2016 (25) CCSS participants 25.1 (6.5–38.9) 1,116/7,527 0/313d 
Author, yearDescriptionMedian (range) follow-up duration (years)White BCC/total irradiatedBlack BCC/total irradiated
Walther and colleagues, 1981 (22) Case report of child irradiated for tinea capitis 36 NA 1/1 
Shore and colleagues, 2002b (21) U.S. children with tinea capitis 39.3 (16.1–46.9) 124/1,699 3/525 
Schwartz and colleagues, 2009c (17) Fred Hutchinson Cancer Center hematopoietic stem cell transplant survivors 6.6 (0.3–36.2) 197/3,512 0/60 
Liu and colleagues, 2016 (25) CCSS participants 25.1 (6.5–38.9) 1,116/7,527 0/313d 

aIrradiated individuals among all races included in cohort.

bEstimated from percentages provided in descriptive study table.

cW.M. Leisenring; personal communication.

d39 of 313 also included in SJLIFE cohort.

Together, these findings highlight a provocative series of observations suggesting that irradiated blacks are at a substantially lower risk for BCC than expected based upon the increased rate seen in irradiated compared with nonirradiated whites. Even taking into consideration the occurrence of three BCCs in irradiated blacks reported by Shore and colleagues, our finding of no BCC in irradiated blacks contrasts the earlier and more frequent occurrence of BCC observed in previously irradiated whites. This observation remains unexplained within the existing literature, leaving only speculation as to the underlying mechanism.

One might anticipate an additive effect of high intensity, short duration, and ionizing radiation on UVR carcinogenesis, in which case, we would expect a substantial increase in the occurrence of BCC in irradiated, compared with nonirradiated, blacks (Fig. 1). The observed lack of increase among irradiated blacks emphasizes the need for a better mechanistic understanding of BCC pathogenesis in irradiated cancer survivors.

Figure 1.

Effect of ionizing radiation on the development of BCC in childhood cancer survivors.

Figure 1.

Effect of ionizing radiation on the development of BCC in childhood cancer survivors.

Close modal

A previous report from the CCSS suggested that darker skin pigmentation is associated with a reduced risk for BCC after ionizing radiation (3). Similarly, the substantially lower risk of BCC in blacks compared with whites irradiated for tinea capitis led investigators to speculate regarding the potentially modifying effects of UVR exposure on carcinogenesis from ionizing radiation (21). However, if this difference can be attributed to the photoprotective effects of melanocytes against UVR alone (26), one might anticipate blacks to experience a reduced, yet still tangible rate of BCC, in contrast to the complete absence we have observed in cancer survivors. Likewise, one might also expect reduced radiation treatment efficacy in black cancer cohorts. Few malignancies are treated with radiation alone, leaving this question difficult to address. Zaki and colleagues reported decreased 5-year overall survival for blacks compared with whites treated with radiation monotherapy for Hodgkin lymphoma (68% vs. 78%; ref. 27). The same survival disparity has not been observed in children treated for Hodgkin lymphoma with a combination of radiation and systemic chemotherapy (28, 29).

Alternatively, genotypic rather than phenotypic mechanisms may be responsible for this seemingly protective effect in blacks. It is well recognized that genetic variants can cause greater DNA damage, inhibit DNA repair, and impair chemotherapy transport mechanisms and metabolism (30). Germline mutations in the tumor suppressor gene PTCH1 have been linked to NBCCS, an autosomal dominant condition in which, among other anomalies, individuals are at substantially higher risk for multiple BCC (31). Despite a reduced rate of BCC in black individuals with NBCCS (32), black individuals exposed to ionizing radiation may develop numerous BCC within previous radiation fields (18). Conversely, protective germline variants may contribute to the reduced risk of BCC we have observed in irradiated black survivors. Given the ongoing genomics initiatives within childhood cancer survivor cohorts, such as SJLIFE and CCSS, our findings come at a crucial juncture in time when focused investigations to better understand potentially underlying genetic mechanisms can be performed. If identified, the implications of these findings may extend beyond surveillance strategies, impacting upfront treatment approaches for survivors of all races and ethnicities.

No potential conflicts of interest were disclosed.

Conception and design: M.J. Ehrhardt, M.M. Hudson, L.L. Robison

Development of methodology: M.J. Ehrhardt, M.M. Hudson, L.L. Robison

Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): M.J. Ehrhardt, N. Bhakta, M.M. Hudson, L.L. Robison

Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): M.J. Ehrhardt, Q. Liu, Y. Yasui, D.A. Mulrooney, M.M. Hudson, L.L. Robison

Writing, review, and/or revision of the manuscript: M.J. Ehrhardt, N. Bhakta, Q. Liu, Y. Yasui, M.J. Krasin, D.A. Mulrooney, M.M. Hudson, L.L. Robison

Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): M.J. Ehrhardt, N. Bhakta

Study supervision: M.J. Ehrhardt, M.M. Hudson, L.L. Robison

We are grateful for the considerable efforts of the research, clinical, and administrative staff who support SJLIFE and the survivors and their families from whom it is our privilege to learn.

The St. Jude Lifetime Cohort Study is supported by the Cancer Center Support (CORE) grant (CA21765) to St. Jude Children's Research Hospital, U01 CA195547 1 (principal investigator: M.M. Hudson), and the American Lebanese Syrian Associated Charities (ALSAC), Memphis, TN.

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

1.
Friedman
DL
,
Whitton
J
,
Leisenring
W
,
Mertens
AC
,
Hammond
S
,
Stovall
M
, et al
Subsequent neoplasms in 5-year survivors of childhood cancer: the Childhood Cancer Survivor Study
.
J Natl Cancer Inst
2010
;
102
:
1083
95
.
2.
Perkins
JL
,
Liu
Y
,
Mitby
PA
,
Neglia
JP
,
Hammond
S
,
Stovall
M
, et al
Nonmelanoma skin cancer in survivors of childhood and adolescent cancer: a report from the Childhood Cancer Survivor Study
.
J Clin Oncol
2005
;
23
:
3733
41
.
3.
Watt
TC
,
Inskip
PD
,
Stratton
K
,
Smith
SA
,
Kry
SF
,
Sigurdson
AJ
, et al
Radiation-related risk of basal cell carcinoma: a report from the Childhood Cancer Survivor Study
.
J Natl Cancer Inst
2012
;
104
:
1240
50
.
4.
Ron
E
,
Modan
B
,
Preston
D
,
Alfandary
E
,
Stovall
M
,
Boice
JD
 Jr
. 
Radiation-induced skin carcinomas of the head and neck
.
Radiat Res
1991
;
125
:
318
25
.
5.
Sugiyama
H
,
Misumi
M
,
Kishikawa
M
,
Iseki
M
,
Yonehara
S
,
Hayashi
T
, et al
Skin cancer incidence among atomic bomb survivors from 1958 to 1996
.
Radiat Res
2014
;
181
:
531
9
.
6.
Karagas
MR
,
McDonald
JA
,
Greenberg
ER
,
Stukel
TA
,
Weiss
JE
,
Baron
JA
, et al
Risk of basal cell and squamous cell skin cancers after ionizing radiation therapy
.
J Natl Cancer Inst
1996
;
88
:
1848
53
.
7.
Stern
RS
,
Thibodeau
LA
,
Kleinerman
AB
,
Parrish
JA
,
Fitzpatrick
TB
. 
Risk of cutaneous carcinoma in patients treated with oral methoxsalen photochemotherapy for psoriasis
.
New Eng J Med
1979
;
300
:
809
13
.
8.
Hildreth
NG
. 
Risk of extrathyroid tumors following radiation treatment in infancy for thymic enlargement
.
Radiat Res
1985
;
102
:
378
91
.
9.
Shore
RE
,
Albert
RE
,
Reed
M
,
Harley
N
,
Pasternack
BS
. 
Skin cancer incidence among children irradiated for ringworm of the scalp
.
Radiat Res
1984
;
100
:
192
204
.
10.
Matanoski
GM
,
Seltser
R
,
Sartwell
PE
,
Diamond
EL
,
Elliott
EA
. 
The current mortality rates of radiologists and other physician specialists: specific causes of death
.
Am J Epidemiol
1975
;
101
:
199
210
.
11.
Wang
J
,
Inskip
P
,
Boice
JD
 Jr
,
Li
B
,
Zhang
J
,
Fraumeni
JF
 Jr
. 
Cancer incidence among medical diagnostic x-ray workers in China, 1950–1985
.
Int J Cancer
1990
;
45
:
889
95
.
12.
Ron
E
,
Preston
D
,
Kishikawa
M
,
Kobuke
T
,
Iseki
M
,
Tokuoka
S
, et al
Skin tumor risk among atomic-bomb survivors in Japan
.
Cancer Causes Control
1998
;
9
:
393
401
.
13.
Omland
SH
,
Gniadecki
R
,
Haedersdal
M
,
Helweg-Larsen
J
,
Omland
LH
. 
Skin cancer risk in hematopoietic stem-cell transplant recipients compared with background population and renal transplant recipients: a population-based cohort study
.
JAMA Dermatol
2016
;
152
:
177
83
.
14.
Asgari
MM
,
Moffet
HH
,
Ray
GT
,
Quesenberry
CP
. 
Trends in basal cell carcinoma incidence and identification of high-risk subgroups, 1998–2012
.
JAMA Dermatol
2015
;
151
:
976
81
.
15.
Chinem
VP
,
Miot
HA
. 
Epidemiology of basal cell carcinoma
.
An Bras Dermatol
2011
;
86
:
292
305
.
16.
Chorun
L
,
Norris
JE
,
Gupta
M
. 
Basal cell carcinoma in blacks: a report of 15 cases
.
Ann Plas Surg
1994
;
33
:
90
5
.
17.
Schwartz
JL
,
Kopecky
KJ
,
Mathes
RW
,
Leisenring
WM
,
Friedman
DL
,
Deeg
HJ
. 
Basal cell skin cancer after total-body irradiation and hematopoietic cell transplantation
.
Radiat Res
2009
;
171
:
155
63
.
18.
Korczak
JF
,
Brahim
JS
,
DiGiovanna
JJ
,
Kase
RG
,
Wexler
LH
,
Goldstein
AM
. 
Nevoid basal cell carcinoma syndrome with medulloblastoma in an African-American boy: a rare case illustrating gene-environment interaction
.
Am J Med Gen
1997
;
69
:
309
14
.
19.
Sobota
A
,
Pena
M
,
Santi
M
,
Ali Ahmed
A
. 
Undifferentiated sinonasal carcinoma in a patient with nevoid basal cell carcinoma syndrome
.
Int J Surg Pathol
2007
;
15
:
303
6
.
20.
da Silva Pierro
VS
,
Marins
MR
,
Borges de Oliveira
RC
,
Cortezzi
W
,
Janini
ME
,
Maia
LC
. 
Clinical and oral findings in an Afro-Brazilian family with Gorlin-Goltz syndrome: case series and literature review
.
Spec Care Dentist
2015
;
35
:
43
50
.
21.
Shore
RE
,
Moseson
M
,
Xue
X
,
Tse
Y
,
Harley
N
,
Pasternack
BS
. 
Skin cancer after X-ray treatment for scalp ringworm
.
Radiat Res
2002
;
157
:
410
8
.
22.
Walther
RR
,
Grossman
ME
,
Troy
JL
. 
Basal-cell carcinomas on the scalp of a black patient many years after epilation by x rays
.
J Dermatol Surg Oncol
1981
;
7
:
570
1
.
23.
Hudson
MM
,
Ness
KK
,
Nolan
VG
,
Armstrong
GT
,
Green
DM
,
Morris
EB
, et al
Prospective medical assessment of adults surviving childhood cancer: study design, cohort characteristics, and feasibility of the St. Jude Lifetime Cohort study
.
Pediatr Blood Cancer
2011
;
56
:
825
36
.
24.
Children's Oncology Group
. 
Long-term follow-up guidelines for survivors of childhood, adolescent, and young adult cancer
.
Version 4.0
.
Monrovia, CA
:
Children's Oncology Group
; 
2013
;
Available from
: www.survivorshipguidelines.org.
25.
Liu
Q
,
Leisenring
WM
,
Ness
KK
,
Robison
LL
,
Armstrong
GT
,
Yasui
Y
, et al
Racial/ethnic differences in adverse outcomes among childhood cancer survivors: the Childhood Cancer Survivor Study
.
J Clin Oncol
2016
;
34
:
1634
43
.
26.
Gilchrest
BA
,
Eller
MS
,
Geller
AC
,
Yaar
M
. 
The pathogenesis of melanoma induced by ultraviolet radiation
.
New Eng J Med
1999
;
340
:
1341
8
.
27.
Zaki
A
,
Natarajan
N
,
Mettlin
CJ
. 
Early and late survival in Hodgkin disease among whites and blacks living in the United States
.
Cancer
1993
;
72
:
602
6
.
28.
Krasin
MJ
,
Rai
SN
,
Kun
LE
,
Merchant
TE
,
Metzger
ML
,
Kaste
SC
, et al
Patterns of treatment failure in pediatric and young adult patients with Hodgkin's disease: local disease control with combined-modality therapy
.
J Clin Oncol
2005
;
23
:
8406
13
.
29.
Metzger
ML
,
Castellino
SM
,
Hudson
MM
,
Rai
SN
,
Kaste
SC
,
Krasin
MJ
, et al
Effect of race on the outcome of pediatric patients with Hodgkin's lymphoma
.
J Clin Oncol
2008
;
26
:
1282
8
.
30.
Bhatia
S
. 
Role of genetic susceptibility in development of treatment-related adverse outcomes in cancer survivors
.
Cancer Epidemiol Biomarkers Prev
2011
;
20
:
2048
67
.
31.
Athar
M
,
Li
C
,
Kim
AL
,
Spiegelman
VS
,
Bickers
DR
. 
Sonic hedgehog signaling in Basal cell nevus syndrome
.
Cancer Res
2014
;
74
:
4967
75
.
32.
Goldstein
AM
,
Pastakia
B
,
Digiovanna
JJ
,
Poliak
S
,
Santucci
S
,
Kase
R
, et al
Clinical findings in 2 African-America families with the nevoid basal-cell carcinoma syndrome (NBCC)
.
Am J Med Gen
1994
;
50
:
272
81
.