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Logo of nihpaAbout Author manuscriptsSubmit a manuscriptHHS Public Access; Author Manuscript; Accepted for publication in peer reviewed journal;
 
Cancer Epidemiol Biomarkers Prev. Author manuscript; available in PMC 2013 January 1.
Published in final edited form as:
PMCID: PMC3253948
NIHMSID: NIHMS334584

Chemotherapy and thyroid cancer risk: A report from the Childhood Cancer Survivor Study

Abstract

Background

While ionizing radiation is an established environmental risk factor for thyroid cancer, the effect of chemotherapy drugs on thyroid cancer risk remains unclear. We evaluated the chemotherapy-related risk of thyroid cancer in childhood cancer survivors, and the possible joint effects of chemotherapy and radiotherapy.

Methods

The study included 12,547 five-year survivors of childhood cancer diagnosed during 1970 through 1986. Chemotherapy and radiotherapy information was obtained from medical records, and radiation dose was estimated to the thyroid gland. Cumulative incidence and relative risks were calculated using life-table methods and Poisson regression. Chemotherapy-related risks were evaluated separately by categories of radiation dose.

Results

Histologically confirmed thyroid cancer occurred in 119 patients. Thirty years after the first childhood cancer treatment, the cumulative incidence of thyroid cancer was 1.3% (95% CI, 1.0–1.6) for females and 0.6% (0.4–0.8) for males. Among patients with thyroid radiation doses ≤ 20 Gy, treatment with alkylating agents was associated with a significant 2.4-fold increased risk of thyroid cancer (95% CI, 1.3–4.5; P = 0.002). Chemotherapy risks decreased as radiation dose increased, with a significant decrease for patients treated with alkylating agents (P-trend = 0.03). No chemotherapy-related risk was evident for thyroid radiation doses >20 Gy.

Conclusions

Treatments with alkylating agents increased thyroid cancer risk, but only in the radiation dose range under 20 Gy, where cell sparing likely predominates over cell killing.

Impact

Our study adds to the evidence for chemotherapy agent-specific increased risks of thyroid cancer, which to date, were mainly thought to be related to prior radiotherapy.

Keywords: Thyroid cancer, second cancer, chemotherapy, radiation risk, cohort study

Introduction

Childhood cancer survivors treated with radiation for their first tumor are at elevated risk for thyroid cancer since the thyroid gland is one of the most radiosensitive human organs (13). Many of these children are treated with chemotherapy drugs, either alone or in conjunction with radiation therapy. Although several childhood cancer studies have addressed the role of radiotherapy and chemotherapy in the development of second primary thyroid cancer (47), none have demonstrated either a statistically significant association between chemotherapy and thyroid cancer or evidence of an interaction between radiotherapy and chemotherapeutic agents (4, 6, 8).

The Childhood Cancer Survivor Study (CCSS) is the largest cohort study to date with detailed treatment-related information. Our previous CCSS studies have demonstrated that thyroid cancer risk increases linearly with radiation dose at low to moderate doses, with a downturn in risk at doses > 20 Gy (6, 910). In our most recent cohort study analysis (9), a relatively weak association of thyroid cancer risk with chemotherapy was observed, after adjustment for radiation. Although chemotherapy has not been found to be a statistically significant confounder of the association between radiation and thyroid cancer risk, the relative risk (RR) associated with radiation dose was five times higher among patients who did not have chemotherapy compared to patients who received chemotherapy (9), This finding suggested a possible joint effect of chemotherapy and radiotherapy that needed further detailed evaluation.

Due to the strong radiation-related effect on thyroid cancer risk, we hypothesized that if chemotherapy drugs increased thyroid cancer risk, the relationship might be better observed in the lower radiation dose range than in the high-dose range where the radiation effect would be expected to dominate.

While radiation exposure was the main focus of our previous cohort study analysis (9), the aim of the present work was to conduct additional analyses to evaluate the effect of chemotherapy drugs on thyroid cancer risk and their potential interaction with radiation in inducing thyroid cancer in the Childhood Cancer Survivor Study.

Methods

Study population

Detailed descriptions of the design and methods of the CCSS cohort have been published elsewhere (9, 1112). Briefly, the study consists of a retrospective longitudinal cohort of 14,363 childhood cancer survivors treated between 1970 and 1986 in 26 centers in the USA and Canada. Eligible were those diagnosed before age 21 years with leukemia, central nervous system (CNS) cancer, Hodgkin lymphoma (HL), non-Hodgkin lymphoma (NHL), Wilms tumor, neuroblastoma, soft-tissue sarcoma, or bone cancer and who had survived at least 5 years since diagnosis. The CCSS research protocol was approved by the human subjects committees at each participating institution, and informed consent was obtained from each participant or a proxy.

Of the 14,363 CCSS participants, we included in this cohort study only those who signed a medical release record (12,756 patients; 89%). From this, we excluded participants with missing information on follow-up (n=3), radiation treatment (n=33) or chemotherapy (n=171) and two patients who developed thyroid cancer within five years of their first cancer treatment. The remaining cohort of 12,547 childhood cancer survivors were followed from five years after the first cancer diagnosis until the earliest date of thyroid cancer diagnosis, death or last follow-up questionnaire, providing 202,523 person-years for analyses.

Data collection and case ascertainment

Treatment information was abstracted from medical records using a standardized protocol. Data collected included all chemotherapy, radiotherapy, and surgical procedures, as well as dates of initiation and cessation of each course of chemotherapy and radiotherapy.

Thyroid cancers were initially ascertained through reports from participating centers, self-report from questionnaires and validated by a study pathologist (SH) who reviewed all pathology reports. Between 1975 and 2005, 119 incident thyroid cancer cases were identified among the 12,547 eligible study participants. The most frequent histology was papillary and mixed papillary thyroid cancer (n=96) followed by follicular (n=14), others (n=3) and 6 cases with unknown histology. One hundred and eleven cases had thyroid cancer as their second malignancy, and 8 cases as their third malignancy. The intervening cancers for those patients were NHL (n=2), osteosarcoma (n=2), soft tissue sarcoma, breast cancer, lung cancer and cutaneous melanoma.

Radiation dosimetry

Detailed radiation dosimetry for this cohort, described elsewhere (9), is summarized briefly here. Radiation therapy records were reviewed at the CCSS Radiation Physics Center at the University of Texas M. D. Anderson Cancer Center for thyroid dosimetry assessment. For each patient, doses from all radiation treatments given within 10 years after the first cancer were included. Among the 8 patients who had their thyroid cancer as their third malignancy, five received radiotherapy later than 10 years after the first cancer to treat a second cancer; thus, radiation dose from the second cancer treatment was not included in the dosimetry model for these patients. Only one of these five cases developed more than five years after the second cancer treatment.

Individual dose to each lobe of the thyroid gland was estimated for each person using a mathematical phantom and adjusting for the ages of patients at the time of first cancer treatment (9). Dose estimations accounted for typical beam shielding or blocking. The dose to each lobe was averaged to provide a single dose to the thyroid gland for analysis.

Quantification of Chemotherapy

Ninety three percent of the cohort (11,624 patients) received chemotherapy. Qualitative information was abstracted for 42 specific chemotherapy agents. Detailed information on cumulative dose, routes of administration and dates of initiation and cessation of treatment were abstracted for a subset of 22 of the 42 chemotherapy agents used. Chemotherapy drugs were grouped into five major classes: alkylating agents, anthracyclines, epipodophyllotoxins, platinum-based compounds and bleomycin (See Table 1 for details) (1314). Each subject was assigned an alkylating agent score of 0, 1, 2 or 3, depending on whether the subject was not treated (0) or fell into the lower, middle or upper tertiles of the cumulative dose distribution (1415). Cumulative dose for anthracyclines was the sum of the doxorubicin and daunorubicin doses and idarubicin (multiplied by three to approximate doxorubicin equivalence) (1415) and grouped as follows: not exposed, <340 mg/m2 and ≥ 340 mg/m2. Bleomycin dose was grouped into three categories: not exposed, <100 mg/m2 and ≥100 mg/m2. Cumulative dose could not be abstracted for some patients and they were excluded from the analysis of thyroid cancer risk by cumulative dose (see Table 4 for details). We also categorized all yes/no permutations of the combinations of alkylating agents, anthracyclines and bleomycin.

Table 1
Descriptive and treatment characteristics of patients
Table 4
Risk of thyroid cancer with respect to chemotherapy by thyroid radiation dose

Statistical analysis

We calculated the cumulative incidence of thyroid cancer during the follow-up period accounting for death from any cause as a competing risk event (16). Calculations were done using Stata software (Stata, release 10.1, College Station, TX).

The risk of developing thyroid cancer was determined according to type of treatment, chemotherapy classes, and cumulative doses of chemotherapy drugs. We included drug classes if more than five thyroid cancer cases were in the exposed group. We fit standard multivariate Poisson regression models with multiplicative effects of categorized radiation dose, chemotherapy and potential confounders such as gender, attained age, year and type of first cancer (HL, leukemia and all other cancers combined).

We assessed chemotherapy-related risk separately in the overall cohort and also in three subgroups defined as follows: no radiation to the thyroid gland, 0 Gy (n=4,009), ≤20 Gy (n = 9,982 and includes the 4,009 with 0 Gy), and >20 Gy (n =2,116). The RR of developing thyroid cancer was determined with appropriate adjustment for background risk and by adjusting for thyroid radiation dose as a continuous variable (for the ≤20 Gy and >20 Gy subgroups). Patients with unknown radiation dose (n=449) were excluded from the assessment of chemotherapy-related cancer risk.

Effect modification of radiation and chemotherapy was assessed among patients who received any chemotherapy (yes/no) and any classes of chemotherapy drugs (yes/no) within radiation dose categories. Linear trend of the effect modification of radiation dose and chemotherapy was tested by comparing the model with an interaction term, dose (as continuous variable)*chemotherapy (y/n), to the model without the interaction term. Nested models were compared using likelihood-ratio tests (LRT). Two sided P values were used throughout. All parameter estimates, LRT, and likelihood-based 95% confidence intervals were computed using the AMFIT module of the EPICURE statistical program (17).

Results

Cohort and Subgroup Characteristics

Descriptive characteristics of the overall CCSS cohort and the subgroups are summarized in Table 1. Except for type of first cancer and age at first cancer, differences in descriptive characteristics for the overall cohort and the subgroups were not of clinical importance. The patients who received radiation dose greater than 20 Gy were most likely treated for HL (64%) and had the highest mean age at first cancer (13 years old) as compared to the cohort overall and the other two subgroups (7–8 years).

The proportion of patients treated with chemotherapy was lower in the >20 Gy subgroup (67%) than the ≤20 Gy (83%) subgroup or among patients not treated with radiation (77%). In the overall cohort, 81% were treated with chemotherapy. Among those receiving chemotherapy, alkylating agents and anthracyclines were the most commonly used classes of drugs.

The mean size of the thyroid tumors at the time of diagnosis was 1.7 cm (range: 0.1 to 8.5 cm). No statistically significant difference in tumor size was observed between survivors of HL as compared to other types of first cancer (t-test, P=0.53) (Table 2). Among the patients who developed thyroid cancer, neuroblastoma survivors were youngest at first cancer treatment (mean, 1.5 years), whereas survivors of bone cancer, HL and NHL were oldest (approximately 13 years) at time of treatment.

Table 2
Characteristics of the 119 patients who developed thyroid cancers among the 12,547 five-year childhood cancer survivors, Childhood Cancer Survivor Study

Cumulative incidence

Cumulative incidences of thyroid cancer by gender, first cancer, type of treatment, and thyroid radiation dose categories are presented in Figure 1. The cumulative incidence 30 years after first treatment was 1.3% (95% CI, 1.0–1.6) for females and 0.6% (0.4–0.8) for males. By type of first cancer, survivors of HL had the highest cumulative incidence, reaching 2.3% (95% CI, 1.7–3.1) 27 years after their first cancer treatment. Twenty years after first cancer treatment, the highest cumulative incidence of developing thyroid cancer was observed for patients treated with both chemotherapy and radiotherapy (0.8%, 95% CI, 0.6–1.1). By thyroid radiation dose, the cumulative incidence after 20 years of first cancer treatment was highest among those receiving between 10 and 40 Gy with cumulative thyroid cancer incidence of 2.2% (95% CI, 1.3–3.4) for 10 –<20 Gy category, 2.4% (1.5–3.7) for 20–<30 Gy category and 2.1% (1.2–3.5) for 30–<40 Gy category, compared to 1.0% (0.4–1.8) for patients receiving thyroid radiation doses over 40 Gy or 0.2 % (CI, 0.1–0.4) for patients receiving between 0–<10 Gy.

Figure 1
Cumulative incidence of thyroid cancer in the CCSS cohort according to time since first cancer treatment

Effects of chemotherapy

Risk of thyroid cancer by type of treatment is summarized in Table 3. The adjusted risk of thyroid cancer differed significantly by type of treatment, with a higher risk for patients receiving any radiation treatment (radiotherapy alone or combined radiotherapy and chemotherapy) compared to patients not treated with radiation (P= 0.04). No significantly increased risks of thyroid cancer for patients receiving chemotherapy and radiotherapy (concomitant or sequential) vs. patients receiving radiotherapy alone were observed (P=0.13). For combined modality treatment, there also was no statistically significant difference in thyroid cancer risk if chemotherapy occurred before or after radiation therapy (P=0.30).

Table 3
Risk of thyroid cancer according to type of treatment

Table 4 summarizes the relative risks according to chemotherapy for the entire cohort and the subgroups. For the whole cohort, no statistically significant excess risk was observed for chemotherapy overall nor for different classes of drugs. When combinations of alkylating agents, anthracyclines and bleomycin were taken into account, a borderline significant excess risk was observed for patients who received both alkylating agents and anthracyclines (RR=1.9, 95% CI, 1.1–3.1). For the subgroups, neither chemotherapy nor any specific drug was associated with significant excess risk among patients exposed to radiation dose to the thyroid gland greater than 20 Gy. Chemotherapy was associated with a four-fold statistically significant excess risk among patients who received ≤ 20 Gy to the thyroid gland (p=0.006). Anthracyclines and alkylating agents appeared to increase thyroid cancer risk among these patients. The no-radiation subgroup also had a higher chemotherapy-related thyroid cancer risk, but the association was not statistically significant. Despite the wide confidence interval, this no-radiation subgroup had a statistically significant increased risk associated with use of anthracyclines (RR=4.0, 95% CI, 1.2–18.0) and bleomycin (RR=4.6, 95% CI, 1.3–15.8).

Compared to those not treated with alkylating agents, risk appeared to increase with alkylating score for the ≤ 20 Gy [low/medium exposed, RR=2.3 (95% CI, 1.3–4.5) and highly exposed, RR=2.8 (1.1–6.7). P-value for heterogeneity=0.009] and also for the no-radiation subgroups [low/medium exposed, RR=1.8 (95% CI 0.3–10.0) and highly exposed, RR=9.4 (1.4–56.8). P-value for heterogeneity=0.008] (Table 4). We also evaluated if there was an increased risk by alkylating dose score among patients who received thyroid radiation dose less than 10 Gy. We found a significant increase in risk by alkylating agent score in comparison to patients not exposed to alkylating agents [low/medium exposed, RR=2.5 (95% CI, 1.1–6.1) and highly exposed, RR=4.6 (1.5–13.6). P-value for heterogeneity=0.02]. The increased risk for alkylating agents remained after adjustment for other drug classes. Thyroid cancer risk was not associated with cumulative dose of anthracyclines or bleomycin in any of the radiation subgroups. When all drug class combinations were taken into account in one multivariable statistical model, the risk of thyroid cancer in patients receiving alkylating agents alone remained significant in the ≤ 20 Gy subgroup (RR=2.5 (95%CI, 1.1–5.8). Risk for patients treated with any drug combination that included alkylating agents relative to patients receiving neither drug was significantly increased in the ≤ 20 Gy group [Any combination of alkylating agents and bleomycin, RR=19.1 (95% CI, 2.2–162); Any combination of alkylating agents and anthracyclines, RR=3.1 (1.5–6.8); Any combination of alkylating agents, anthracyclines and bleomycin, RR=3.7 (1.1–11.2)] and also among the no radiation subgroup [Any combination of alkylating agents and bleomycin, RR=35.9 (1.6–408); Any combination of alkylating agents and anthracyclines, RR=5.5 (1.1–40.3); Any combination of alkylating agents, anthracyclines and bleomycin, 9.0 (1.7–66.8)].

Excess thyroid cancer risks for any of the specific alkylating agents or anthracycline drugs were evaluated in the ≤ 20 Gy subgroup (supplementary Table 1). The reference group was either patients who were not treated with chemotherapy or who were not treated with the respective drugs. No specific drugs were associated with significantly increased risks of thyroid cancer, but the relative risk for procarbazine (an alkylating agent) was nearly significant (RR=3.5, 95% CI, 0.9–11.3) and remained elevated after adjustment for other alkylating agents (RR=3.5 (0.8–15.4). Compared to patients not treated with procarbazine, medium (>0 to <5000 mg/m2) and high (>5000 mg/m2) cumulative doses of procarbazine were associated with similarly elevated risks (P-value for heterogeneity across categories= 0.09) (results not shown). The distribution of different classes of drugs by type of first cancer in the irradiated and non-irradiated groups in the CCSS cohort is described in supplementary Table 2.

Joint effects of radiation with chemotherapy and classes of drugs are presented in Figure 2. We found that, in general, risk for thyroid cancer decreased with increasing radiation dose category for any chemotherapy (p=0.21), alkylating agents (p=0.03), anthracyclines (p=0.09) and bleomycin (p=0.30), suggesting that the cell-killing effect observed for high radiation doses decreased the chemotherapy effect. However, a statistically significant decrease in risk was observed only among patients treated with alkylating agents.

Figure 2
Relative risk of thyroid cancer by chemotherapy and classes of drugs within radiation dose categories

Discussion

This study is unique because the large sample size allowed the first detailed evaluation of the effect of chemotherapy classes of drugs on thyroid cancer risk among childhood cancer survivors. In contrast to previous childhood cancer survivor studies, we assessed the chemotherapy risks in subgroups defined by thyroid radiation dose. Our results support the hypothesis that chemotherapy risks decreased as radiation dose increased, suggesting that the cell-killing effect of high radiation doses may indeed obscure the effects of chemotherapy.

New findings include evidence of an increased risk of thyroid cancer associated with alkylating agents among patients receiving radiation doses up to 20 Gy. Risk appeared to increase with alkylator score, with a highly significant risk in patients exposed in the highest category. Risk associated with alkylating agents decreased significantly with increasing thyroid radiation dose (p-value for trend=0.03). Drug combinations (alkylating agents, anthracyclines and/or bleomycin) did not increase risk beyond that associated with alkylating agents alone. Some evidence of an increased risk related to treatment with anthracyclines was also observed among patients receiving radiation doses up to 20 Gy and also among patients not treated with radiation. Nevertheless, risk did not appear to increase with cumulative dose of anthracyclines.

Previous studies of childhood cancer survivors were unable to identify a statistically significant association of thyroid cancer risk and exposure to chemotherapy agents (47), possibly due to low statistical power to detect risks or the analytic strategies employed. A borderline increased risk for anthracyclines was suggested in the previous nested case-control study conducted within the CCSS (6), D’Angio and colleagues (8) suggested that dactinomycin (an alkylating agent) might decrease thyroid cancer risk but Tucker and colleagues (4) reported that dactinomycin may increase thyroid cancer risk at doses over 10 Gy. These analyses were conducted using the full radiation dose range, and thus an independent chemotherapy effect evident only in the lower thyroid radiation dose range (<20 Gy) would not have been detected. Under 20 Gy is a dose range where cell sparing in the thyroid gland would be expected to predominate over cell killing or blocked cellular replication.

Alkylating agent chemotherapy has been reported to increase overall risk of second malignant neoplasms (14) and also of specific radiation-related cancers including leukemia (1819), bone sarcomas (2023), lung cancer (24), bladder cancer (25), and stomach cancer (26). A reduced risk for radiation-related breast cancer was observed, likely due to suppression of ovarian hormone production by alkylating agents (27). Our study provides new evidence that, at lower radiation doses, there is an association between exposure to alkylating agents and subsequent thyroid cancer risk, plus an indication of increasing risk with higher doses of alkylating agents.

Strengths of this study include the large cohort size and long-term follow-up, substantial numbers of thyroid cancer cases, pathologic confirmation of reported cancers, chemotherapy and radiotherapy information on all members of the cohort, and individual radiation dosimetry. However, when interpreting the results of this study, especially for chemotherapy risk, certain limitations should be considered. Due to the strong correlation between type of treatment and type of first cancer, it can be difficult to distinguish an effect of a particular aspect of treatment from an effect of the first cancer. The inclusion of an adjustment variable does not always mitigate this effect. This is perhaps most relevant for procarbazine, an agent predominantly used to treat HL and CNS cancers in children (see supplementary table 1). When HL patients were removed from the analysis, the procarbazine effect remained of borderline significance, but the effect was not apparent when the CNS cancer patients were excluded. The small number of cases requires cautious interpretation, but it appeared that the procarbazine association was most influenced by patients treated for CNS cancers. Interestingly, procarbazine has recently been implicated in the etiology of second primary cancers of the lung (24) and stomach (26). As described in our previous report (9), other limitations are: a) the reliance on self-reported occurrence of subsequent neoplasm; b) some uncertainty in radiation doses to the thyroid gland because only typical blocking procedures of the gland were incorporated in the dosimetry and, c) the possibility of targeted clinical surveillance for Hodgkin lymphoma patients due to the high radiation dose these patients usually received. However, we did not observe a significant difference in tumor size between Hodgkin lymphoma patients and others type of first cancer. This suggests that if these patients were under a greater clinical surveillance it was uniform across type of first cancer. The possibility of different levels of surveillance among the participating institutions was not evaluated.

In summary, results from this large cohort study suggest that alkylating agents play a role in the overall risk of secondary thyroid cancer after treatment for childhood cancer, although the effect is small relative to that associated with radiation. The effect of chemotherapy was observed exclusively among those exposed to less than 20 Gy of thyroid radiation, likely due to cell-killing at higher radiation doses. Our study adds to a small but growing evidence base for chemotherapy agent-specific increased risks of thyroid cancer, which to date, were mainly thought to be related to prior radiotherapy.

Supplementary Material

Acknowledgments

We thank the participants and the investigators of the CCSS study and members of the coordinating centers and Mr. John Whitton for database assistance. We greatly appreciate Drs. Jay Lubin, Elaine Ron (in memoriam), Dale Preston, and Ethel Gilbert for their advice in the statistical modeling and helpful comments on the manuscript.

Financial support: Grant support: This work was supported by the Department of Health and Human Services (grant number 5U01-CA-55727) to LLR. Additional support was provided by the American Lebanese-Syrian Associated Charities (ALSAC), the Lance Armstrong Foundation (Grant number 147149) and the Intramural Research Program of the National Cancer Institute, National Institutes of Health.

Footnotes

Conflict of interest: The author(s) indicated no potential conflicts of interest

References

1. Duffy BJ, Jr, Fitzgerald PJ. Thyroid cancer in childhood and adolescence; a report on 28 cases. Cancer. 1950;3:1018–32. [PubMed]
2. Ron E, Schneider A. Thyroid Cancer. In: Schottenfeld D, Fraumeni JF Jr, editors. Cancer Epidemiology and Prevention. 3. New York: Oxford University Press, Inc; 2006.
3. Ron E, Lubin JH, Shore RE, Mabuchi K, Modan B, Pottern LM, et al. Thyroid cancer after exposure to external radiation: a pooled analysis of seven studies. Radiat Res. 1995;141:259–77. [PubMed]
4. Tucker MA, Jones PH, Boice JD, Jr, Robison LL, Stone BJ, Stovall M, et al. Therapeutic radiation at a young age is linked to secondary thyroid cancer. The Late Effects Study Group. Cancer Res. 1991;51:2885–8. [PubMed]
5. de Vathaire F, Hardiman C, Shamsaldin A, Campbell S, Grimaud E, Hawkins M, et al. Thyroid carcinomas after irradiation for a first cancer during childhood. Arch Intern Med. 1999;159:2713–9. [PubMed]
6. Sigurdson AJ, Ronckers CM, Mertens AC, Stovall M, Smith SA, Liu Y, et al. Primary thyroid cancer after a first tumour in childhood (the Childhood Cancer Survivor Study): a nested case-control study. Lancet. 2005;365:2014–23. [PubMed]
7. Svahn-Tapper G, Garwicz S, Anderson H, Shamsaldin A, De Vathaire F, Olsen JH, et al. Radiation dose and relapse are predictors for development of second malignant solid tumors after cancer in childhood and adolescence: a population-based case-control study in the five Nordic countries. Acta Oncol. 2006;45:438–48. [PubMed]
8. D’Angio GJ, Meadows A, Mike V, Harris C, Evans A, Jaffe N, et al. Decreased risk of radiation-associated second malignant neoplasms in actinomycin-D-treated patients. Cancer. 1976;37:1177–85. [PubMed]
9. Bhatti P, Veiga LHS, Ronckers CM, Sigurdson AJ, Stovall M, Smith SA, et al. Risk of second primary thyroid cancer after radiotherapy for childhood cancer in a large cohort study: An update from the Childhood Cancer Survivor Study. Radiat Res. 2010;174:12. [PMC free article] [PubMed]
10. Ronckers CM, Sigurdson AJ, Stovall M, Smith SA, Mertens AC, Liu Y, et al. Thyroid cancer in childhood cancer survivors: a detailed evaluation of radiation dose response and its modifiers. Radiat Res. 2006;166:618–28. [PubMed]
11. Robison LL, Mertens AC, Boice JD, Breslow NE, Donaldson SS, Green DM, et al. Study design and cohort characteristics of the Childhood Cancer Survivor Study: a multi-institutional collaborative project. Med Pediatr Oncol. 2002;38:229–39. [PubMed]
12. Robison LL. Treatment-associated subsequent neoplasms among long-term survivors of childhood cancer: the experience of the Childhood Cancer Survivor Study. Pediatr Radiol. 2009;39 (Suppl 1):S32–7. [PMC free article] [PubMed]
13. Mertens AC, Yasui Y, Liu Y, Stovall M, Hutchinson R, Ginsberg J, et al. Pulmonary complications in survivors of childhood and adolescent cancer. A report from the Childhood Cancer Survivor Study. Cancer. 2002;95:2431–41. [PubMed]
14. Neglia JP, Friedman DL, Yasui Y, Mertens AC, Hammond S, Stovall M, et al. Second malignant neoplasms in five-year survivors of childhood cancer: childhood cancer survivor study. J Natl Cancer Inst. 2001;93:618–29. [PubMed]
15. Leisenring WM, Mertens AC, Armstrong GT, Stovall MA, Neglia JP, Lanctot JQ, et al. Pediatric cancer survivorship research: experience of the Childhood Cancer Survivor Study. J Clin Oncol. 2009;27:2319–27. [PMC free article] [PubMed]
16. Gooley TA, Leisenring W, Crowley J, Storer BE. Estimation of failure probabilities in the presence of competing risks: new representations of old estimators. Stat Med. 1999;18:695–706. [PubMed]
17. Preston DL, Lubin JH, Pierce DA. EPICURE Userr’s Guide. Hisosoft Internatiomnal Corporation; Seattle, WA: 1993.
18. Tucker MA, Meadows AT, Boice JD, Jr, Stovall M, Oberlin O, Stone BJ, et al. Leukemia after therapy with alkylating agents for childhood cancer. J Natl Cancer Inst. 1987;78:459–64. [PubMed]
19. Hawkins MM, Wilson LM, Stovall MA, Marsden HB, Potok MH, Kingston JE, et al. Epipodophyllotoxins, alkylating agents, and radiation and risk of secondary leukaemia after childhood cancer. BMJ. 1992;304:951–8. [PMC free article] [PubMed]
20. Tucker MA, D’Angio GJ, Boice JD, Jr, Strong LC, Li FP, Stovall M, et al. Bone sarcomas linked to radiotherapy and chemotherapy in children. N Engl J Med. 1987;317:588–93. [PubMed]
21. Hawkins MM, Wilson LM, Burton HS, Potok MH, Winter DL, Marsden HB, et al. Radiotherapy, alkylating agents, and risk of bone cancer after childhood cancer. J Natl Cancer Inst. 1996;88:270–8. [PubMed]
22. Le Vu B, de Vathaire F, Shamsaldin A, Hawkins MM, Grimaud E, Hardiman C, et al. Radiation dose, chemotherapy and risk of osteosarcoma after solid tumours during childhood. Int J Cancer. 1998;77:370–7. [PubMed]
23. Rubino C, de Vathaire F, Dottorini ME, Hall P, Schvartz C, Couette JE, et al. Second primary malignancies in thyroid cancer patients. Br J Cancer. 2003;89:1638–44. [PMC free article] [PubMed]
24. Travis LB, Gospodarowicz M, Curtis RE, Clarke EA, Andersson M, Glimelius B, et al. Lung cancer following chemotherapy and radiotherapy for Hodgkin’s disease. J Natl Cancer Inst. 2002;94:182–92. [PubMed]
25. Travis LB, Curtis RE, Glimelius B, Holowaty EJ, Van Leeuwen FE, Lynch CF, et al. Bladder and kidney cancer following cyclophosphamide therapy for non-Hodgkin’s lymphoma. J Natl Cancer Inst. 1995;87:524–30. [PubMed]
26. van den Belt-Dusebout AW, Aleman BM, Besseling G, de Bruin ML, Hauptmann M, van’t Veer MB, et al. Roles of radiation dose and chemotherapy in the etiology of stomach cancer as a second malignancy. Int J Radiat Oncol Biol Phys. 2009;75:1420–9. [PubMed]
27. Travis LB, Hill DA, Dores GM, Gospodarowicz M, van Leeuwen FE, Holowaty E, et al. Breast cancer following radiotherapy and chemotherapy among young women with Hodgkin disease. JAMA. 2003;290:465–75. [PubMed]