Skip to main content
Erschienen in: Breast Cancer Research and Treatment 2/2014

01.01.2014 | Clinical Trial

Near-infrared fluorescence sentinel lymph node mapping in breast cancer: a multicenter experience

verfasst von: Floris P. R. Verbeek, Susan L. Troyan, J. Sven D. Mieog, Gerrit-Jan Liefers, Lorissa A. Moffitt, Mireille Rosenberg, Judith Hirshfield-Bartek, Sylvain Gioux, Cornelis J. H. van de Velde, Alexander L. Vahrmeijer, John V. Frangioni

Erschienen in: Breast Cancer Research and Treatment | Ausgabe 2/2014

Einloggen, um Zugang zu erhalten

Abstract

Near-infrared (NIR) fluorescence imaging using indocyanine green (ICG) has the potential to improve the sentinel lymph node (SLN) procedure by facilitating percutaneous and intraoperative identification of lymphatic channels and SLNs. Previous studies suggested that a dose of 0.62 mg (1.6 mL of 0.5 mM) ICG is optimal for SLN mapping in breast cancer. The aim of this study was to evaluate the diagnostic accuracy of NIR fluorescence for SLN mapping in breast cancer patients when used in conjunction with conventional techniques. Study subjects were 95 breast cancer patients planning to undergo SLN procedure at either the Dana-Farber/Harvard Cancer Center (Boston, MA, USA) or the Leiden University Medical Center (Leiden, the Netherlands) between July 2010 and January 2013. Subjects underwent the standard-of-care SLN procedure at each institution using 99Technetium-colloid in all subjects and patent blue in 27 (28 %) of the subjects. NIR fluorescence-guided SLN detection was performed using the Mini-FLARE imaging system. SLN identification was successful in 94 of 95 subjects (99 %) using NIR fluorescence imaging or a combination of both NIR fluorescence imaging and radioactive guidance. In 2 of 95 subjects, radioactive guidance was necessary for initial in vivo identification of SLNs. In 1 of 95 subjects, NIR fluorescence was necessary for initial in vivo identification of SLNs. A total of 177 SLNs (mean 1.9, range 1–5) were resected: 100 % NIR fluorescent, 88 % radioactive, and 78 % (of 40 nodes) blue. In 2 of 95 subjects (2.1 %), SLNs-containing macrometastases were found only by NIR fluorescence, and in one patient this led to upstaging to N1. This study demonstrates the safe and accurate application of NIR fluorescence imaging for the identification of SLNs in breast cancer patients, but calls into question what technique should be used as the gold standard in future studies.
Literatur
1.
Zurück zum Zitat Cox CE, Pendas S, Cox JM, Joseph E, Shons AR, Yeatman T, Ku NN, Lyman GH, Berman C, Haddad F, Reintgen DS (1998) Guidelines for sentinel node biopsy and lymphatic mapping of patients with breast cancer. Ann Surg 227:645–651PubMedCrossRef Cox CE, Pendas S, Cox JM, Joseph E, Shons AR, Yeatman T, Ku NN, Lyman GH, Berman C, Haddad F, Reintgen DS (1998) Guidelines for sentinel node biopsy and lymphatic mapping of patients with breast cancer. Ann Surg 227:645–651PubMedCrossRef
2.
Zurück zum Zitat Goyal A, Newcombe RG, Chhabra A, Mansel RE (2006) Factors affecting failed localisation and false-negative rates of sentinel node biopsy in breast cancer: results of the ALMANAC validation phase. Breast Cancer Res Treat 99:203–208PubMedCrossRef Goyal A, Newcombe RG, Chhabra A, Mansel RE (2006) Factors affecting failed localisation and false-negative rates of sentinel node biopsy in breast cancer: results of the ALMANAC validation phase. Breast Cancer Res Treat 99:203–208PubMedCrossRef
3.
Zurück zum Zitat Krag DN, Anderson SJ, Julian TB, Brown AM, Harlow SP, Ashikaga T, Weaver DL, Miller BJ, Jalovec LM, Frazier TG, Noyes RD, Robidoux A, Scarth HM, Mammolito DM, McCready DR, Mamounas EP, Costantino JP, Wolmark N (2007) Technical outcomes of sentinel-lymph-node resection and conventional axillary-lymph-node dissection in patients with clinically node-negative breast cancer: results from the NSABP B-32 randomised phase III trial. Lancet Oncol 8:881–888PubMedCrossRef Krag DN, Anderson SJ, Julian TB, Brown AM, Harlow SP, Ashikaga T, Weaver DL, Miller BJ, Jalovec LM, Frazier TG, Noyes RD, Robidoux A, Scarth HM, Mammolito DM, McCready DR, Mamounas EP, Costantino JP, Wolmark N (2007) Technical outcomes of sentinel-lymph-node resection and conventional axillary-lymph-node dissection in patients with clinically node-negative breast cancer: results from the NSABP B-32 randomised phase III trial. Lancet Oncol 8:881–888PubMedCrossRef
4.
Zurück zum Zitat Zavagno G, De Salvo GL, Scalco G, Bozza F, Barutta L, Del BP, Renier M, Racano C, Carraro P, Nitti D (2008) A randomized clinical trial on sentinel lymph node biopsy versus axillary lymph node dissection in breast cancer: results of the Sentinella/GIVOM trial. Ann Surg 247:207–213PubMedCrossRef Zavagno G, De Salvo GL, Scalco G, Bozza F, Barutta L, Del BP, Renier M, Racano C, Carraro P, Nitti D (2008) A randomized clinical trial on sentinel lymph node biopsy versus axillary lymph node dissection in breast cancer: results of the Sentinella/GIVOM trial. Ann Surg 247:207–213PubMedCrossRef
5.
Zurück zum Zitat Straver ME, Meijnen P, van Tienhoven G, van de Velde CJ, Mansel RE, Bogaerts J, Duez N, Cataliotti L, Klinkenbijl JH, Westenberg HA, van der Mijle H, Snoj M, Hurkmans C, Rutgers EJ (2010) Sentinel node identification rate and nodal involvement in the EORTC 10981-22023 AMAROS trial. Ann Surg Oncol 17:1854–1861PubMedCentralPubMedCrossRef Straver ME, Meijnen P, van Tienhoven G, van de Velde CJ, Mansel RE, Bogaerts J, Duez N, Cataliotti L, Klinkenbijl JH, Westenberg HA, van der Mijle H, Snoj M, Hurkmans C, Rutgers EJ (2010) Sentinel node identification rate and nodal involvement in the EORTC 10981-22023 AMAROS trial. Ann Surg Oncol 17:1854–1861PubMedCentralPubMedCrossRef
6.
Zurück zum Zitat Mansel RE, MacNeill F, Horgan K, Goyal A, Britten A, Townson J, Clarke D, Newcombe RG, Keshtgar M, Kissin M, Layer G, Hilson A, Ell P, Wishart G, Brown D, West N (2013) Results of a national training programme in sentinel lymph node biopsy for breast cancer. Br J Surg 100:654–661PubMedCrossRef Mansel RE, MacNeill F, Horgan K, Goyal A, Britten A, Townson J, Clarke D, Newcombe RG, Keshtgar M, Kissin M, Layer G, Hilson A, Ell P, Wishart G, Brown D, West N (2013) Results of a national training programme in sentinel lymph node biopsy for breast cancer. Br J Surg 100:654–661PubMedCrossRef
7.
Zurück zum Zitat Reyes F, Noelck M, Valentino C, Grasso-Lebeau L, Lang J (2010) Complications of methylene blue dye in breast surgery: case reports and review of the literature. J Cancer 2:20–25PubMedCentralPubMed Reyes F, Noelck M, Valentino C, Grasso-Lebeau L, Lang J (2010) Complications of methylene blue dye in breast surgery: case reports and review of the literature. J Cancer 2:20–25PubMedCentralPubMed
8.
Zurück zum Zitat Zakaria S, Hoskin TL, Degnim AC (2008) Safety and technical success of methylene blue dye for lymphatic mapping in breast cancer. Am J Surg 196:228–233PubMedCrossRef Zakaria S, Hoskin TL, Degnim AC (2008) Safety and technical success of methylene blue dye for lymphatic mapping in breast cancer. Am J Surg 196:228–233PubMedCrossRef
9.
Zurück zum Zitat Pesek S, Ashikaga T, Krag LE, Krag D (2012) The false-negative rate of sentinel node biopsy in patients with breast cancer: a meta-analysis. World J Surg 36:2239–2251PubMedCentralPubMedCrossRef Pesek S, Ashikaga T, Krag LE, Krag D (2012) The false-negative rate of sentinel node biopsy in patients with breast cancer: a meta-analysis. World J Surg 36:2239–2251PubMedCentralPubMedCrossRef
10.
Zurück zum Zitat Hojo T, Nagao T, Kikuyama M, Akashi S, Kinoshita T (2010) Evaluation of sentinel node biopsy by combined fluorescent and dye method and lymph flow for breast cancer. Breast 19:210–213PubMedCrossRef Hojo T, Nagao T, Kikuyama M, Akashi S, Kinoshita T (2010) Evaluation of sentinel node biopsy by combined fluorescent and dye method and lymph flow for breast cancer. Breast 19:210–213PubMedCrossRef
11.
Zurück zum Zitat Tagaya N, Aoyagi H, Nakagawa A, Abe A, Iwasaki Y, Tachibana M, Kubota K (2011) A novel approach for sentinel lymph node identification using fluorescence imaging and image overlay navigation surgery in patients with breast cancer. World J Surg 35:154–158 Tagaya N, Aoyagi H, Nakagawa A, Abe A, Iwasaki Y, Tachibana M, Kubota K (2011) A novel approach for sentinel lymph node identification using fluorescence imaging and image overlay navigation surgery in patients with breast cancer. World J Surg 35:154–158
12.
Zurück zum Zitat Sugie T, Sawada T, Tagaya N, Kinoshita T, Yamagami K, Suwa H, Ikeda T, Yoshimura K, Niimi M, Shimizu A, Toi M (2013) Comparison of the indocyanine green fluorescence and blue dye methods in detection of sentinel lymph nodes in early-stage breast cancer. Ann Surg Oncol 20:2213–2218PubMedCrossRef Sugie T, Sawada T, Tagaya N, Kinoshita T, Yamagami K, Suwa H, Ikeda T, Yoshimura K, Niimi M, Shimizu A, Toi M (2013) Comparison of the indocyanine green fluorescence and blue dye methods in detection of sentinel lymph nodes in early-stage breast cancer. Ann Surg Oncol 20:2213–2218PubMedCrossRef
13.
Zurück zum Zitat Takeuchi M, Sugie T, Abdelazeem K, Kato H, Shinkura N, Takada M, Yamashiro H, Ueno T, Toi M (2012) Lymphatic mapping with fluorescence navigation using indocyanine green and axillary surgery in patients with primary breast cancer. Breast J 18:535–541PubMedCrossRef Takeuchi M, Sugie T, Abdelazeem K, Kato H, Shinkura N, Takada M, Yamashiro H, Ueno T, Toi M (2012) Lymphatic mapping with fluorescence navigation using indocyanine green and axillary surgery in patients with primary breast cancer. Breast J 18:535–541PubMedCrossRef
14.
Zurück zum Zitat Hirano A, Kamimura M, Ogura K, Kim N, Hattori A, Setoguchi Y, Okubo F, Inoue H, Miyamoto R, Kinoshita J, Fujibayashi M, Shimizu T (2012) A comparison of indocyanine green fluorescence imaging plus blue dye and blue dye alone for sentinel node navigation surgery in breast cancer patients. Ann Surg Oncol 19:4112–4116PubMedCrossRef Hirano A, Kamimura M, Ogura K, Kim N, Hattori A, Setoguchi Y, Okubo F, Inoue H, Miyamoto R, Kinoshita J, Fujibayashi M, Shimizu T (2012) A comparison of indocyanine green fluorescence imaging plus blue dye and blue dye alone for sentinel node navigation surgery in breast cancer patients. Ann Surg Oncol 19:4112–4116PubMedCrossRef
15.
Zurück zum Zitat Wishart GC, Loh SW, Jones L, Benson JR (2012) A feasibility study (ICG-10) of indocyanine green (ICG) fluorescence mapping for sentinel lymph node detection in early breast cancer. Eur J Surg Oncol 38:651–656PubMedCrossRef Wishart GC, Loh SW, Jones L, Benson JR (2012) A feasibility study (ICG-10) of indocyanine green (ICG) fluorescence mapping for sentinel lymph node detection in early breast cancer. Eur J Surg Oncol 38:651–656PubMedCrossRef
16.
Zurück zum Zitat Aoyama K, Kamio T, Ohchi T, Nishizawa M, Kameoka S (2011) Sentinel lymph node biopsy for breast cancer patients using fluorescence navigation with indocyanine green. World J Surg Oncol 9:157PubMedCentralPubMedCrossRef Aoyama K, Kamio T, Ohchi T, Nishizawa M, Kameoka S (2011) Sentinel lymph node biopsy for breast cancer patients using fluorescence navigation with indocyanine green. World J Surg Oncol 9:157PubMedCentralPubMedCrossRef
17.
Zurück zum Zitat Abe H, Mori T, Umeda T, Tanaka M, Kawai Y, Shimizu T, Cho H, Kubota Y, Kurumi Y, Tani T (2011) Indocyanine green fluorescence imaging system for sentinel lymph node biopsies in early breast cancer patients. Surg Today 41:197–202PubMedCrossRef Abe H, Mori T, Umeda T, Tanaka M, Kawai Y, Shimizu T, Cho H, Kubota Y, Kurumi Y, Tani T (2011) Indocyanine green fluorescence imaging system for sentinel lymph node biopsies in early breast cancer patients. Surg Today 41:197–202PubMedCrossRef
18.
Zurück zum Zitat Kitai T, Kawashima M (2011) Transcutaneous detection and direct approach to the sentinel node using axillary compression technique in ICG fluorescence-navigated sentinel node biopsy for breast cancer. Breast Cancer 19:343–348PubMedCrossRef Kitai T, Kawashima M (2011) Transcutaneous detection and direct approach to the sentinel node using axillary compression technique in ICG fluorescence-navigated sentinel node biopsy for breast cancer. Breast Cancer 19:343–348PubMedCrossRef
19.
Zurück zum Zitat van der Vorst JR, Schaafsma BE, Verbeek FP, Hutteman M, Mieog JS, Lowik CW, Liefers GJ, Frangioni JV, van de Velde CJ, Vahrmeijer AL (2012) Randomized comparison of near-infrared fluorescence imaging using indocyanine green and 99mTechnetium with or without patent blue for the sentinel lymph node procedure in breast cancer patients. Ann Surg Oncol 19:4104–4111PubMedCentralPubMedCrossRef van der Vorst JR, Schaafsma BE, Verbeek FP, Hutteman M, Mieog JS, Lowik CW, Liefers GJ, Frangioni JV, van de Velde CJ, Vahrmeijer AL (2012) Randomized comparison of near-infrared fluorescence imaging using indocyanine green and 99mTechnetium with or without patent blue for the sentinel lymph node procedure in breast cancer patients. Ann Surg Oncol 19:4104–4111PubMedCentralPubMedCrossRef
20.
Zurück zum Zitat Schaafsma BE, Verbeek FP, Rietbergen DD, van der Hiel B, van der Vorst JR, Liefers GJ, Frangioni JV, van de Velde CJ, van Leeuwen FW, Vahrmeijer AL (2013) Clinical trial of combined radio- and fluorescence-guided sentinel lymph node biopsy in breast cancer. Br J Surg 100:1037–1044PubMedCrossRef Schaafsma BE, Verbeek FP, Rietbergen DD, van der Hiel B, van der Vorst JR, Liefers GJ, Frangioni JV, van de Velde CJ, van Leeuwen FW, Vahrmeijer AL (2013) Clinical trial of combined radio- and fluorescence-guided sentinel lymph node biopsy in breast cancer. Br J Surg 100:1037–1044PubMedCrossRef
21.
Zurück zum Zitat Mieog JS, Troyan SL, Hutteman M, Donohoe KJ, van der Vorst JR, Stockdale A, Liefers GJ, Choi HS, Gibbs-Strauss SL, Putter H, Gioux S, Kuppen PJ, Ashitate Y, Lowik CW, Smit VT, Oketokoun R, Ngo LH, van de Velde CJ, Frangioni JV, Vahrmeijer AL (2011) Toward optimization of imaging system and lymphatic tracer for near-infrared fluorescent sentinel lymph node mapping in breast cancer. Ann Surg Oncol 18:2483–2491PubMedCentralPubMedCrossRef Mieog JS, Troyan SL, Hutteman M, Donohoe KJ, van der Vorst JR, Stockdale A, Liefers GJ, Choi HS, Gibbs-Strauss SL, Putter H, Gioux S, Kuppen PJ, Ashitate Y, Lowik CW, Smit VT, Oketokoun R, Ngo LH, van de Velde CJ, Frangioni JV, Vahrmeijer AL (2011) Toward optimization of imaging system and lymphatic tracer for near-infrared fluorescent sentinel lymph node mapping in breast cancer. Ann Surg Oncol 18:2483–2491PubMedCentralPubMedCrossRef
22.
Zurück zum Zitat Hutteman M, Mieog JS, van der Vorst JR, Liefers GJ, Putter H, Lowik CW, Frangioni JV, van de Velde CJ, Vahrmeijer AL (2011) Randomized, double-blind comparison of indocyanine green with or without albumin premixing for near-infrared fluorescence imaging of sentinel lymph nodes in breast cancer patients. Breast Cancer Res Treat 127:163–170PubMedCentralPubMedCrossRef Hutteman M, Mieog JS, van der Vorst JR, Liefers GJ, Putter H, Lowik CW, Frangioni JV, van de Velde CJ, Vahrmeijer AL (2011) Randomized, double-blind comparison of indocyanine green with or without albumin premixing for near-infrared fluorescence imaging of sentinel lymph nodes in breast cancer patients. Breast Cancer Res Treat 127:163–170PubMedCentralPubMedCrossRef
23.
Zurück zum Zitat Hirche C, Murawa D, Mohr Z, Kneif S, Hunerbein M (2010) ICG fluorescence-guided sentinel node biopsy for axillary nodal staging in breast cancer. Breast Cancer Res Treat 121:373–378PubMedCrossRef Hirche C, Murawa D, Mohr Z, Kneif S, Hunerbein M (2010) ICG fluorescence-guided sentinel node biopsy for axillary nodal staging in breast cancer. Breast Cancer Res Treat 121:373–378PubMedCrossRef
24.
Zurück zum Zitat Frangioni JV (2003) In vivo near-infrared fluorescence imaging. Curr Opin Chem Biol 7:626–634PubMedCrossRef Frangioni JV (2003) In vivo near-infrared fluorescence imaging. Curr Opin Chem Biol 7:626–634PubMedCrossRef
25.
Zurück zum Zitat Vahrmeijer AL, Hutteman M, van der Vorst JR, van de Velde CJ, Frangioni JV (2013) Image-guided cancer surgery using near-infrared fluorescence. Nat Rev Clin Oncol 10(9):507–518PubMedCrossRef Vahrmeijer AL, Hutteman M, van der Vorst JR, van de Velde CJ, Frangioni JV (2013) Image-guided cancer surgery using near-infrared fluorescence. Nat Rev Clin Oncol 10(9):507–518PubMedCrossRef
26.
Zurück zum Zitat Fujisawa Y, Nakamura Y, Kawachi Y, Otsuka F (2012) Indocyanine green fluorescence-navigated sentinel node biopsy showed higher sensitivity than the radioisotope or blue dye method, which may help to reduce false-negative cases in skin cancer. J Surg Oncol 106:41–45PubMedCrossRef Fujisawa Y, Nakamura Y, Kawachi Y, Otsuka F (2012) Indocyanine green fluorescence-navigated sentinel node biopsy showed higher sensitivity than the radioisotope or blue dye method, which may help to reduce false-negative cases in skin cancer. J Surg Oncol 106:41–45PubMedCrossRef
27.
Zurück zum Zitat Blum KS, Proulx ST, Luciani P, Leroux JC, Detmar M (2013) Dynamics of lymphatic regeneration and flow patterns after lymph node dissection. Breast Cancer Res Treat 139:81–86PubMedCrossRef Blum KS, Proulx ST, Luciani P, Leroux JC, Detmar M (2013) Dynamics of lymphatic regeneration and flow patterns after lymph node dissection. Breast Cancer Res Treat 139:81–86PubMedCrossRef
28.
Zurück zum Zitat Gioux S, Choi HS, Frangioni JV (2010) Image-guided surgery using invisible near-infrared light: fundamentals of clinical translation. Mol Imaging 9:237–255PubMedCentralPubMed Gioux S, Choi HS, Frangioni JV (2010) Image-guided surgery using invisible near-infrared light: fundamentals of clinical translation. Mol Imaging 9:237–255PubMedCentralPubMed
29.
Zurück zum Zitat Kiluk JV, Ly QP, Santillan AA, Meade T, Ramos D, Reintgen DS, Dessureault S, Davis M, Shamehdi C, Cox CE (2010) Erratum to: axillary recurrence rate following negative sentinel node biopsy for invasive breast cancer: long-term follow-up. Ann Surg Oncol 17:552–557PubMedCrossRef Kiluk JV, Ly QP, Santillan AA, Meade T, Ramos D, Reintgen DS, Dessureault S, Davis M, Shamehdi C, Cox CE (2010) Erratum to: axillary recurrence rate following negative sentinel node biopsy for invasive breast cancer: long-term follow-up. Ann Surg Oncol 17:552–557PubMedCrossRef
30.
Zurück zum Zitat Benya R, Quintana J, Brundage B (1989) Adverse reactions to indocyanine green: a case report and a review of the literature. Cathet Cardiovasc Diagn 17:231–233PubMedCrossRef Benya R, Quintana J, Brundage B (1989) Adverse reactions to indocyanine green: a case report and a review of the literature. Cathet Cardiovasc Diagn 17:231–233PubMedCrossRef
31.
Zurück zum Zitat Bezu C, Coutant C, Salengro A, Darai E, Rouzier R, Uzan S (2011) Anaphylactic response to blue dye during sentinel lymph node biopsy. Surg Oncol 20:e55–e59PubMedCrossRef Bezu C, Coutant C, Salengro A, Darai E, Rouzier R, Uzan S (2011) Anaphylactic response to blue dye during sentinel lymph node biopsy. Surg Oncol 20:e55–e59PubMedCrossRef
32.
Zurück zum Zitat Alford R, Simpson HM, Duberman J, Hill GC, Ogawa M, Regino C, Kobayashi H, Choyke PL (2009) Toxicity of organic fluorophores used in molecular imaging: literature review. Mol Imaging 8:341–354PubMed Alford R, Simpson HM, Duberman J, Hill GC, Ogawa M, Regino C, Kobayashi H, Choyke PL (2009) Toxicity of organic fluorophores used in molecular imaging: literature review. Mol Imaging 8:341–354PubMed
33.
Zurück zum Zitat Ohnishi S, Lomnes SJ, Laurence RG, Gogbashian A, Mariani G, Frangioni JV (2005) Organic alternatives to quantum dots for intraoperative near-infrared fluorescent sentinel lymph node mapping. Mol Imaging 4:172–181PubMed Ohnishi S, Lomnes SJ, Laurence RG, Gogbashian A, Mariani G, Frangioni JV (2005) Organic alternatives to quantum dots for intraoperative near-infrared fluorescent sentinel lymph node mapping. Mol Imaging 4:172–181PubMed
34.
Zurück zum Zitat Rajagopalan R, Uetrecht P, Bugaj JE, Achilefu SA, Dorshow RB (2000) Stabilization of the optical tracer agent indocyanine green using noncovalent interactions. Photochem Photobiol 71:347–350PubMedCrossRef Rajagopalan R, Uetrecht P, Bugaj JE, Achilefu SA, Dorshow RB (2000) Stabilization of the optical tracer agent indocyanine green using noncovalent interactions. Photochem Photobiol 71:347–350PubMedCrossRef
35.
Zurück zum Zitat Tagaya N, Nakagawa A, Abe A, Iwasaki Y, Kubota K (2010) Non-invasive identification of sentinel lymph nodes using indocyanine green fluorescence imaging in patients with breast cancer. Open Surg Oncol J 2:71–74 Tagaya N, Nakagawa A, Abe A, Iwasaki Y, Kubota K (2010) Non-invasive identification of sentinel lymph nodes using indocyanine green fluorescence imaging in patients with breast cancer. Open Surg Oncol J 2:71–74
Metadaten
Titel
Near-infrared fluorescence sentinel lymph node mapping in breast cancer: a multicenter experience
verfasst von
Floris P. R. Verbeek
Susan L. Troyan
J. Sven D. Mieog
Gerrit-Jan Liefers
Lorissa A. Moffitt
Mireille Rosenberg
Judith Hirshfield-Bartek
Sylvain Gioux
Cornelis J. H. van de Velde
Alexander L. Vahrmeijer
John V. Frangioni
Publikationsdatum
01.01.2014
Verlag
Springer US
Erschienen in
Breast Cancer Research and Treatment / Ausgabe 2/2014
Print ISSN: 0167-6806
Elektronische ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-013-2802-9

Weitere Artikel der Ausgabe 2/2014

Breast Cancer Research and Treatment 2/2014 Zur Ausgabe

Update Onkologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.