Skip to main content
Top
Published in: Journal of Cancer Survivorship 3/2017

01-06-2017

Screening for thyroid cancer in survivors of childhood and young adult cancer treated with neck radiation

Authors: Emily S. Tonorezos, Dana Barnea, Chaya S. Moskowitz, Joanne F. Chou, Charles A. Sklar, Elena B. Elkin, Richard J. Wong, Duan Li, R. Michael Tuttle, Deborah Korenstein, Suzanne L. Wolden, Kevin C. Oeffinger

Published in: Journal of Cancer Survivorship | Issue 3/2017

Login to get access

Abstract

Background

The optimal method of screening for thyroid cancer in survivors of childhood and young adult cancer exposed to neck radiation remains controversial. Outcome data for a physical exam-based screening approach are lacking.

Methods

We conducted a retrospective review of adult survivors of childhood and young adult cancer with a history of neck radiation followed in the Adult Long-Term Follow-Up Clinic at Memorial Sloan Kettering between November 2005 and August 2014. Eligible patients underwent a physical exam of the thyroid and were followed for at least 1 year afterwards. Ineligible patients were those with prior diagnosis of benign or malignant thyroid nodules.

Results

During a median follow-up of 3.1 years (range 0–9.4 years), 106 ultrasounds and 2277 physical exams were performed among 585 patients. Forty survivors had an abnormal thyroid physical exam median of 21 years from radiotherapy; 50% of those with an abnormal exam were survivors of Hodgkin lymphoma, 60% had radiation at ages 10–19, and 53% were female. Ultimately, 24 underwent fine needle aspiration (FNA). Surgery revealed papillary carcinoma in seven survivors; six are currently free of disease and one with active disease is undergoing watchful waiting. Among those with one or more annual visits, representing 1732 person-years of follow-up, no cases of thyroid cancer were diagnosed within a year of normal physical exam.

Conclusions

These findings support the application of annual physical exam without routine ultrasound for thyroid cancer screening among survivors with a history of neck radiation.

Implications for cancer survivors

Survivors with a history of neck radiation may not require routine thyroid ultrasound for thyroid cancer screening.

Condensed abstract

Among adult survivors of childhood and young adult cancer with a history of radiation therapy to the neck, annual physical exam is an acceptable thyroid cancer screening strategy.
Literature
1.
go back to reference Phillips SM, Padgett LS, Leisenring WM, Stratton KK, Bishop K, Krull KR, et al. Survivors of childhood cancer in the United States: prevalence and burden of morbidity. Cancer epidemiology, biomarkers & prevention: a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology. 2015;24(4):653–63. doi:10.1158/1055-9965.EPI-14-1418.CrossRef Phillips SM, Padgett LS, Leisenring WM, Stratton KK, Bishop K, Krull KR, et al. Survivors of childhood cancer in the United States: prevalence and burden of morbidity. Cancer epidemiology, biomarkers & prevention: a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology. 2015;24(4):653–63. doi:10.​1158/​1055-9965.​EPI-14-1418.CrossRef
3.
4.
go back to reference Armstrong GT, Liu Q, Yasui Y, Neglia JP, Leisenring W, Robison LL, et al. Late mortality among 5-year survivors of childhood cancer: a summary from the Childhood Cancer Survivor Study. J Clin Oncol Off J Am Soc Clin Oncol. 2009;27(14):2328–38. doi:10.1200/JCO.2008.21.1425.CrossRef Armstrong GT, Liu Q, Yasui Y, Neglia JP, Leisenring W, Robison LL, et al. Late mortality among 5-year survivors of childhood cancer: a summary from the Childhood Cancer Survivor Study. J Clin Oncol Off J Am Soc Clin Oncol. 2009;27(14):2328–38. doi:10.​1200/​JCO.​2008.​21.​1425.CrossRef
6.
go back to reference Garwicz S, Anderson H, Olsen JH, Winther JF, Sankila R, Langmark F, et al. Late and very late mortality in 5-year survivors of childhood cancer: changing pattern over four decades—experience from the Nordic countries. International journal of cancer Journal international du cancer. 2012;131(7):1659–66. doi:10.1002/ijc.27393.CrossRefPubMed Garwicz S, Anderson H, Olsen JH, Winther JF, Sankila R, Langmark F, et al. Late and very late mortality in 5-year survivors of childhood cancer: changing pattern over four decades—experience from the Nordic countries. International journal of cancer Journal international du cancer. 2012;131(7):1659–66. doi:10.​1002/​ijc.​27393.CrossRefPubMed
7.
go back to reference Schaapveld M, Aleman BM, van Eggermond AM, Janus CP, Krol AD, van der Maazen RW, et al. Second cancer risk up to 40 years after treatment for Hodgkin’s lymphoma. N Engl J Med. 2015;373(26):2499–511. doi:10.1056/NEJMoa1505949.CrossRefPubMed Schaapveld M, Aleman BM, van Eggermond AM, Janus CP, Krol AD, van der Maazen RW, et al. Second cancer risk up to 40 years after treatment for Hodgkin’s lymphoma. N Engl J Med. 2015;373(26):2499–511. doi:10.​1056/​NEJMoa1505949.CrossRefPubMed
11.
go back to reference Veiga LH, Lubin JH, Anderson H, de Vathaire F, Tucker M, Bhatti P, et al. A pooled analysis of thyroid cancer incidence following radiotherapy for childhood cancer. Radiat Res. 2012;178(4):365–76.CrossRefPubMedPubMedCentral Veiga LH, Lubin JH, Anderson H, de Vathaire F, Tucker M, Bhatti P, et al. A pooled analysis of thyroid cancer incidence following radiotherapy for childhood cancer. Radiat Res. 2012;178(4):365–76.CrossRefPubMedPubMedCentral
12.
go back to reference Taylor AJ, Croft AP, Palace AM, Winter DL, Reulen RC, Stiller CA, et al. Risk of thyroid cancer in survivors of childhood cancer: results from the British Childhood Cancer Survivor Study. International journal of cancer Journal international du cancer. 2009;125(10):2400–5. doi:10.1002/ijc.24581.CrossRefPubMed Taylor AJ, Croft AP, Palace AM, Winter DL, Reulen RC, Stiller CA, et al. Risk of thyroid cancer in survivors of childhood cancer: results from the British Childhood Cancer Survivor Study. International journal of cancer Journal international du cancer. 2009;125(10):2400–5. doi:10.​1002/​ijc.​24581.CrossRefPubMed
13.
go back to reference Kovalchik SA, Ronckers CM, Veiga LH, Sigurdson AJ, Inskip PD, de Vathaire F, et al. Absolute risk prediction of second primary thyroid cancer among 5-year survivors of childhood cancer. J Clin Oncol Off J Am Soc Clin Oncol. 2013;31(1):119–27. doi:10.1200/jco.2012.41.8996.CrossRef Kovalchik SA, Ronckers CM, Veiga LH, Sigurdson AJ, Inskip PD, de Vathaire F, et al. Absolute risk prediction of second primary thyroid cancer among 5-year survivors of childhood cancer. J Clin Oncol Off J Am Soc Clin Oncol. 2013;31(1):119–27. doi:10.​1200/​jco.​2012.​41.​8996.CrossRef
15.
go back to reference Howlader N NA, Krapcho M, Garshell J, Miller D, Altekruse SF, Kosary CL, et al. editors. SEER cancer statistics review, 1975–2012, Bethesda, MD; National Cancer Institute; 2015. http://seer.cancer.gov/csr/1975_2012/, based on November 2014 SEER data submission, posted to the SEER web site. April 2015. Howlader N NA, Krapcho M, Garshell J, Miller D, Altekruse SF, Kosary CL, et al. editors. SEER cancer statistics review, 1975–2012, Bethesda, MD; National Cancer Institute; 2015. http://​seer.​cancer.​gov/​csr/​1975_​2012/​, based on November 2014 SEER data submission, posted to the SEER web site. April 2015.
16.
go back to reference Massimino M, Gandola L, Mattavelli F, Pizzi N, Seregni E, Pallotti F, et al. Radiation-induced thyroid changes: a retrospective and a prospective view. European journal of cancer (Oxford, England: 1990). 2009;45(14):2546–51. doi:10.1016/j.ejca.2009.06.009.CrossRef Massimino M, Gandola L, Mattavelli F, Pizzi N, Seregni E, Pallotti F, et al. Radiation-induced thyroid changes: a retrospective and a prospective view. European journal of cancer (Oxford, England: 1990). 2009;45(14):2546–51. doi:10.​1016/​j.​ejca.​2009.​06.​009.CrossRef
17.
go back to reference Crom DB, Kaste SC, Tubergen DG, Greenwald CA, Sharp GB, Hudson MM. Ultrasonography for thyroid screening after head and neck irradiation in childhood cancer survivors. Med Pediatr Oncol. 1997;28(1):15–21.CrossRefPubMed Crom DB, Kaste SC, Tubergen DG, Greenwald CA, Sharp GB, Hudson MM. Ultrasonography for thyroid screening after head and neck irradiation in childhood cancer survivors. Med Pediatr Oncol. 1997;28(1):15–21.CrossRefPubMed
18.
go back to reference Piccardo A, Foppiani L, Puntoni M, Hanau G, Calafiore L, Garaventa A, et al. Role of low-cost thyroid follow-up in children treated with radiotherapy for primary tumors at high risk of developing a second thyroid tumor. The quarterly journal of nuclear medicine and molecular imaging: official publication of the Italian Association of Nuclear Medicine. 2012;56(5):459–67. Piccardo A, Foppiani L, Puntoni M, Hanau G, Calafiore L, Garaventa A, et al. Role of low-cost thyroid follow-up in children treated with radiotherapy for primary tumors at high risk of developing a second thyroid tumor. The quarterly journal of nuclear medicine and molecular imaging: official publication of the Italian Association of Nuclear Medicine. 2012;56(5):459–67.
20.
go back to reference Brignardello E, Corrias A, Isolato G, Palestini N, Cordero di Montezemolo L, Fagioli F, et al. Ultrasound screening for thyroid carcinoma in childhood cancer survivors: a case series. J Clin Endocrinol Metab. 2008;93(12):4840–3. doi:10.1210/jc.2008-1528.CrossRefPubMed Brignardello E, Corrias A, Isolato G, Palestini N, Cordero di Montezemolo L, Fagioli F, et al. Ultrasound screening for thyroid carcinoma in childhood cancer survivors: a case series. J Clin Endocrinol Metab. 2008;93(12):4840–3. doi:10.​1210/​jc.​2008-1528.CrossRefPubMed
22.
go back to reference Children's Oncology Group. Long-term follow-up guidelines for survivors of childhood, adolescent and young adult cancers, version 4.0 [database on the Internet]. 2013. www.survivorshipguidelines.org. Accessed Oct 2015. Children's Oncology Group. Long-term follow-up guidelines for survivors of childhood, adolescent and young adult cancers, version 4.0 [database on the Internet]. 2013. www.survivorshipguidelines.org. Accessed Oct 2015.
23.
go back to reference Gharib H, Papini E, Garber JR, Duick DS, Harrell RM, Hegedus L, et al. American Association of Clinical Endocrinologists, American College of Endocrinology, and Associazione Medici Endocrinologi medical guidelines for clinical practice for the diagnosis and management of thyroid nodules—2016 update. Endocrine practice: official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists. 2016;22(5):622–39. doi:10.4158/EP161208.GL. Gharib H, Papini E, Garber JR, Duick DS, Harrell RM, Hegedus L, et al. American Association of Clinical Endocrinologists, American College of Endocrinology, and Associazione Medici Endocrinologi medical guidelines for clinical practice for the diagnosis and management of thyroid nodules—2016 update. Endocrine practice: official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists. 2016;22(5):622–39. doi:10.​4158/​EP161208.​GL.
29.
30.
31.
go back to reference Somerville HM, Steinbeck KS, Stevens G, Delbridge LW, Lam AH, Stevens MM. Thyroid neoplasia following irradiation in adolescent and young adult survivors of childhood cancer. Med J Aust. 2002;176(12):584–7.PubMed Somerville HM, Steinbeck KS, Stevens G, Delbridge LW, Lam AH, Stevens MM. Thyroid neoplasia following irradiation in adolescent and young adult survivors of childhood cancer. Med J Aust. 2002;176(12):584–7.PubMed
32.
go back to reference Oeffinger KC, Hudson MM. Long-term complications following childhood and adolescent cancer: foundations for providing risk-based health care for survivors. CA Cancer J Clin. 2004;54(4):208–36.CrossRefPubMed Oeffinger KC, Hudson MM. Long-term complications following childhood and adolescent cancer: foundations for providing risk-based health care for survivors. CA Cancer J Clin. 2004;54(4):208–36.CrossRefPubMed
33.
go back to reference Francis GL, Waguespack SG, Bauer AJ, Angelos P, Benvenga S, Cerutti JM, et al. Management guidelines for children with thyroid nodules and differentiated thyroid cancer. Thyroid: official journal of the American Thyroid Association. 2015;25(7):716–59. doi:10.1089/thy.2014.0460.CrossRef Francis GL, Waguespack SG, Bauer AJ, Angelos P, Benvenga S, Cerutti JM, et al. Management guidelines for children with thyroid nodules and differentiated thyroid cancer. Thyroid: official journal of the American Thyroid Association. 2015;25(7):716–59. doi:10.​1089/​thy.​2014.​0460.CrossRef
34.
go back to reference Li Z, Franklin J, Zelcer S, Sexton T, Husein M. Ultrasound surveillance for thyroid malignancies in survivors of childhood cancer following radiotherapy: a single institutional experience. Thyroid: official journal of the American Thyroid Association. 2014;24(12):1796–805. doi:10.1089/thy.2014.0132.CrossRef Li Z, Franklin J, Zelcer S, Sexton T, Husein M. Ultrasound surveillance for thyroid malignancies in survivors of childhood cancer following radiotherapy: a single institutional experience. Thyroid: official journal of the American Thyroid Association. 2014;24(12):1796–805. doi:10.​1089/​thy.​2014.​0132.CrossRef
36.
go back to reference Thompson CA, Charlson ME, Schenkein E, Wells MT, Furman RR, Elstrom R, et al. Surveillance CT scans are a source of anxiety and fear of recurrence in long-term lymphoma survivors. Annals of oncology: official journal of the European Society for Medical Oncology/ESMO. 2010;21(11):2262–6. doi:10.1093/annonc/mdq215.CrossRef Thompson CA, Charlson ME, Schenkein E, Wells MT, Furman RR, Elstrom R, et al. Surveillance CT scans are a source of anxiety and fear of recurrence in long-term lymphoma survivors. Annals of oncology: official journal of the European Society for Medical Oncology/ESMO. 2010;21(11):2262–6. doi:10.​1093/​annonc/​mdq215.CrossRef
37.
go back to reference Guy Jr GP, Yabroff KR, Ekwueme DU, Smith AW, Dowling EC, Rechis R, et al. Estimating the health and economic burden of cancer among those diagnosed as adolescents and young adults. Health Aff. 2014;33(6):1024–31. doi:10.1377/hlthaff.2013.1425.CrossRef Guy Jr GP, Yabroff KR, Ekwueme DU, Smith AW, Dowling EC, Rechis R, et al. Estimating the health and economic burden of cancer among those diagnosed as adolescents and young adults. Health Aff. 2014;33(6):1024–31. doi:10.​1377/​hlthaff.​2013.​1425.CrossRef
38.
go back to reference Guy Jr GP, Ekwueme DU, Yabroff KR, Dowling EC, Li C, Rodriguez JL, et al. Economic burden of cancer survivorship among adults in the United States. J Clin Oncol Off J Am Soc Clin Oncol. 2013;31(30):3749–57. doi:10.1200/JCO.2013.49.1241.CrossRef Guy Jr GP, Ekwueme DU, Yabroff KR, Dowling EC, Li C, Rodriguez JL, et al. Economic burden of cancer survivorship among adults in the United States. J Clin Oncol Off J Am Soc Clin Oncol. 2013;31(30):3749–57. doi:10.​1200/​JCO.​2013.​49.​1241.CrossRef
40.
go back to reference Schneider AB, Bekerman C, Leland J, Rosengarten J, Hyun H, Collins B, et al. Thyroid nodules in the follow-up of irradiated individuals: comparison of thyroid ultrasound with scanning and palpation. J Clin Endocrinol Metab. 1997;82(12):4020–7. doi:10.1210/jcem.82.12.4428.PubMed Schneider AB, Bekerman C, Leland J, Rosengarten J, Hyun H, Collins B, et al. Thyroid nodules in the follow-up of irradiated individuals: comparison of thyroid ultrasound with scanning and palpation. J Clin Endocrinol Metab. 1997;82(12):4020–7. doi:10.​1210/​jcem.​82.​12.​4428.PubMed
41.
go back to reference Martinez-Tello FJ, Martinez-Cabruja R, Fernandez-Martin J, Lasso-Oria C, Ballestin-Carcavilla C. Occult carcinoma of the thyroid. A systematic autopsy study from Spain of two series performed with two different methods. Cancer. 1993;71(12):4022–9.CrossRefPubMed Martinez-Tello FJ, Martinez-Cabruja R, Fernandez-Martin J, Lasso-Oria C, Ballestin-Carcavilla C. Occult carcinoma of the thyroid. A systematic autopsy study from Spain of two series performed with two different methods. Cancer. 1993;71(12):4022–9.CrossRefPubMed
42.
go back to reference Wang C, Crapo LM. The epidemiology of thyroid disease and implications for screening. Endocrinol Metab Clin N Am. 1997;26(1):189–218.CrossRef Wang C, Crapo LM. The epidemiology of thyroid disease and implications for screening. Endocrinol Metab Clin N Am. 1997;26(1):189–218.CrossRef
43.
go back to reference Harach HR, Franssila KO, Wasenius VM. Occult papillary carcinoma of the thyroid. A “normal” finding in Finland. A systematic autopsy study. Cancer. 1985;56(3):531–8.CrossRefPubMed Harach HR, Franssila KO, Wasenius VM. Occult papillary carcinoma of the thyroid. A “normal” finding in Finland. A systematic autopsy study. Cancer. 1985;56(3):531–8.CrossRefPubMed
44.
go back to reference Hanson GA, Komorowski RA, Cerletty JM, Wilson SD. Thyroid gland morphology in young adults: normal subjects versus those with prior low-dose neck irradiation in childhood. Surgery. 1983;94(6):984–8.PubMed Hanson GA, Komorowski RA, Cerletty JM, Wilson SD. Thyroid gland morphology in young adults: normal subjects versus those with prior low-dose neck irradiation in childhood. Surgery. 1983;94(6):984–8.PubMed
45.
go back to reference Yamamoto Y, Maeda T, Izumi K, Otsuka H. Occult papillary carcinoma of the thyroid. A study of 408 autopsy cases. Cancer. 1990;65(5):1173–9.CrossRefPubMed Yamamoto Y, Maeda T, Izumi K, Otsuka H. Occult papillary carcinoma of the thyroid. A study of 408 autopsy cases. Cancer. 1990;65(5):1173–9.CrossRefPubMed
46.
go back to reference Lang W, Borrusch H, Bauer L. Occult carcinomas of the thyroid. Evaluation of 1, 020 sequential autopsies. Am J Clin Pathol. 1988;90(1):72–6.CrossRefPubMed Lang W, Borrusch H, Bauer L. Occult carcinomas of the thyroid. Evaluation of 1, 020 sequential autopsies. Am J Clin Pathol. 1988;90(1):72–6.CrossRefPubMed
47.
go back to reference Rubino C, Cailleux AF, Abbas M, Diallo I, Shamsaldin A, Caillou B, et al. Characteristics of follicular cell-derived thyroid carcinomas occurring after external radiation exposure: results of a case control study nested in a cohort. Thyroid: official journal of the American Thyroid Association. 2002;12(4):299–304. doi:10.1089/10507250252949423.CrossRef Rubino C, Cailleux AF, Abbas M, Diallo I, Shamsaldin A, Caillou B, et al. Characteristics of follicular cell-derived thyroid carcinomas occurring after external radiation exposure: results of a case control study nested in a cohort. Thyroid: official journal of the American Thyroid Association. 2002;12(4):299–304. doi:10.​1089/​1050725025294942​3.CrossRef
48.
go back to reference Sassolas G, Hafdi-Nejjari Z, Casagranda L, Berger C, Bournaud C, Decaussin-Petrucci M, et al. Thyroid cancers in children, adolescents, and young adults with and without a history of childhood exposure to therapeutic radiation for other cancers. Thyroid: official journal of the American Thyroid Association. 2013;23(7):805–10. doi:10.1089/thy.2011.0370.CrossRef Sassolas G, Hafdi-Nejjari Z, Casagranda L, Berger C, Bournaud C, Decaussin-Petrucci M, et al. Thyroid cancers in children, adolescents, and young adults with and without a history of childhood exposure to therapeutic radiation for other cancers. Thyroid: official journal of the American Thyroid Association. 2013;23(7):805–10. doi:10.​1089/​thy.​2011.​0370.CrossRef
49.
go back to reference Acharya S, Sarafoglou K, LaQuaglia M, Lindsley S, Gerald W, Wollner N, et al. Thyroid neoplasms after therapeutic radiation for malignancies during childhood or adolescence. Cancer. 2003;97(10):2397–403. doi:10.1002/cncr.11362.CrossRefPubMed Acharya S, Sarafoglou K, LaQuaglia M, Lindsley S, Gerald W, Wollner N, et al. Thyroid neoplasms after therapeutic radiation for malignancies during childhood or adolescence. Cancer. 2003;97(10):2397–403. doi:10.​1002/​cncr.​11362.CrossRefPubMed
50.
go back to reference Gow KW, Lensing S, Hill DA, Krasin MJ, McCarville MB, Rai SN, et al. Thyroid carcinoma presenting in childhood or after treatment of childhood malignancies: an institutional experience and review of the literature. J Pediatr Surg. 2003;38(11):1574–80.CrossRefPubMed Gow KW, Lensing S, Hill DA, Krasin MJ, McCarville MB, Rai SN, et al. Thyroid carcinoma presenting in childhood or after treatment of childhood malignancies: an institutional experience and review of the literature. J Pediatr Surg. 2003;38(11):1574–80.CrossRefPubMed
51.
go back to reference Podda MG, Terenziani M, Gandola L, Collini P, Pizzi N, Marchiano A, et al. Thyroid carcinoma after treatment for malignancies in childhood and adolescence: from diagnosis through follow-up. Medical oncology (Northwood, London, England). 2014;31(8):121. doi:10.1007/s12032-014-0121-6.CrossRef Podda MG, Terenziani M, Gandola L, Collini P, Pizzi N, Marchiano A, et al. Thyroid carcinoma after treatment for malignancies in childhood and adolescence: from diagnosis through follow-up. Medical oncology (Northwood, London, England). 2014;31(8):121. doi:10.​1007/​s12032-014-0121-6.CrossRef
52.
go back to reference Metzger ML, Howard SC, Hudson MM, Gow KW, Li CS, Krasin MJ, et al. Natural history of thyroid nodules in survivors of pediatric Hodgkin lymphoma. Pediatr Blood Cancer. 2006;46(3):314–9. doi:10.1002/pbc.20541.CrossRefPubMed Metzger ML, Howard SC, Hudson MM, Gow KW, Li CS, Krasin MJ, et al. Natural history of thyroid nodules in survivors of pediatric Hodgkin lymphoma. Pediatr Blood Cancer. 2006;46(3):314–9. doi:10.​1002/​pbc.​20541.CrossRefPubMed
Metadata
Title
Screening for thyroid cancer in survivors of childhood and young adult cancer treated with neck radiation
Authors
Emily S. Tonorezos
Dana Barnea
Chaya S. Moskowitz
Joanne F. Chou
Charles A. Sklar
Elena B. Elkin
Richard J. Wong
Duan Li
R. Michael Tuttle
Deborah Korenstein
Suzanne L. Wolden
Kevin C. Oeffinger
Publication date
01-06-2017
Publisher
Springer US
Published in
Journal of Cancer Survivorship / Issue 3/2017
Print ISSN: 1932-2259
Electronic ISSN: 1932-2267
DOI
https://doi.org/10.1007/s11764-016-0588-6

Other articles of this Issue 3/2017

Journal of Cancer Survivorship 3/2017 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine