Skip to main content
Erschienen in: Annals of Surgical Oncology 8/2017

21.04.2017 | Breast Oncology

Predictive Value of 18F-FDG PET/CT for Axillary Lymph Node Metastasis in Invasive Ductal Breast Cancer

verfasst von: Bong-Il Song, MD, Hae Won Kim, MD, PhD, Kyoung Sook Won, MD, PhD

Erschienen in: Annals of Surgical Oncology | Ausgabe 8/2017

Einloggen, um Zugang zu erhalten

Abstract

Background

This study assessed whether primary tumor maximum standardized uptake value (pSUVmax) measured by 18F-fluoro-2-deoxy-d-glucose (18F-FDG) positron emission tomography/computed tomography (PET/CT) could improve the prediction of axillary lymph node (ALN) metastasis in invasive ductal breast cancer (IDC).

Methods

In this study, 128 IDC patients who underwent pretreatment 18F-FDG PET/CT and surgical resection of primary tumor with sentinel lymph node biopsy, ALN dissection, or both were analyzed. All the patients were classified as five molecular subtypes. The optimal cutoff values of pSUVmax for all the patients and each molecular subtype for the prediction of ALN metastasis were determined using receiver operating characteristic (ROC) analysis. Furthermore, the prognostic accuracy of ALN metastasis was assessed using c-statistics.

Results

The findings showed ALN metastasis in 52 patients (40.6%). The 18F-FDG PET/CT procedure had a sensitivity of 48.1% and a specificity of 94.7% for ALN metastasis. In the ROC analysis of pSUVmax for ALN metastasis, the optimal cutoff value was 3.9 for all the patients, 2.8 for the luminal A subtype, 3.3 for the luminal B (human epidermal growth factor receptor 2 [HER2]-negative) subtype, 5.3 for the luminal B (HER2-positive) subtype, 12.7 for the HER2-positive subtype, and 11.5 for the triple-negative subtype. A predictive ALN metastasis model using nodal 18F-FDG uptake finding gave a c-statistic of 0.714, and a model combination of nodal 18F-FDG uptake finding with pSUVmax of all the patients gave a c-statistic of 0.736 (P = 0.3926). However, the combination of nodal the 18F-FDG uptake finding with the pSUVmax of each molecular subtype gave a c-statistic of 0.791 (P = 0.0047).

Conclusions

Combining the pSUVmax of each molecular subtype with the nodal 18F-FDG uptake finding can improve the prediction of ALN metastasis in IDC.
Literatur
1.
Zurück zum Zitat American Cancer Society. Cancer Facts & Figures 2016. American Cancer Society, Atlanta, 2016. American Cancer Society. Cancer Facts & Figures 2016. American Cancer Society, Atlanta, 2016.
2.
Zurück zum Zitat Banerjee M, George J, Song EY, Roy A, Hryniuk W. Tree-based model for breast cancer prognostication. J Clin Oncol. 2004;22:2567–75.CrossRefPubMed Banerjee M, George J, Song EY, Roy A, Hryniuk W. Tree-based model for breast cancer prognostication. J Clin Oncol. 2004;22:2567–75.CrossRefPubMed
3.
Zurück zum Zitat Lavayssière R, Cabée A-E, Filmont J-E. Positron emission tomography (PET) and breast cancer in clinical practice. Eur J Radiol. 2009;69:50–8.CrossRefPubMed Lavayssière R, Cabée A-E, Filmont J-E. Positron emission tomography (PET) and breast cancer in clinical practice. Eur J Radiol. 2009;69:50–8.CrossRefPubMed
4.
Zurück zum Zitat Wang Y, Zhang C, Liu J, Huang G. Is 18F-FDG PET accurate to predict neoadjuvant therapy response in breast cancer? A meta-analysis. Breast Cancer Res Treat. 2012;131:357–69.CrossRefPubMed Wang Y, Zhang C, Liu J, Huang G. Is 18F-FDG PET accurate to predict neoadjuvant therapy response in breast cancer? A meta-analysis. Breast Cancer Res Treat. 2012;131:357–69.CrossRefPubMed
5.
Zurück zum Zitat Dialani V, Chadashvili T, Slanetz PJ. Role of imaging in neoadjuvant therapy for breast cancer. Ann Surg Oncol. 2015;22:1416–24.CrossRefPubMed Dialani V, Chadashvili T, Slanetz PJ. Role of imaging in neoadjuvant therapy for breast cancer. Ann Surg Oncol. 2015;22:1416–24.CrossRefPubMed
6.
Zurück zum Zitat Wahl RL. Prospective multicenter study of axillary nodal staging by positron emission tomography in breast cancer: a report of the staging breast cancer with PET study group. J Clin Oncol. 2003;22:277–85.CrossRef Wahl RL. Prospective multicenter study of axillary nodal staging by positron emission tomography in breast cancer: a report of the staging breast cancer with PET study group. J Clin Oncol. 2003;22:277–85.CrossRef
7.
Zurück zum Zitat Veronesi U, De Cicco C, Galimberti V, Fernandez JR, Rotmensz N, Viale G et al. A comparative study on the value of FDG-PET and sentinel node biopsy to identify occult axillary metastases. Ann Oncol. 2006;18:473–8.CrossRefPubMed Veronesi U, De Cicco C, Galimberti V, Fernandez JR, Rotmensz N, Viale G et al. A comparative study on the value of FDG-PET and sentinel node biopsy to identify occult axillary metastases. Ann Oncol. 2006;18:473–8.CrossRefPubMed
8.
Zurück zum Zitat Heusner TA, Kuemmel S, Hahn S, Koeninger A, Otterbach F, Hamami ME, et al. Diagnostic value of full-dose FDG PET/CT for axillary lymph node staging in breast cancer patients. Eur J Nucl Med Mol Imaging. 2009;36:1543–50.CrossRefPubMed Heusner TA, Kuemmel S, Hahn S, Koeninger A, Otterbach F, Hamami ME, et al. Diagnostic value of full-dose FDG PET/CT for axillary lymph node staging in breast cancer patients. Eur J Nucl Med Mol Imaging. 2009;36:1543–50.CrossRefPubMed
9.
Zurück zum Zitat Pritchard KI, Julian JA, Holloway CMB, McCready D, Gulenchyn KY, George R, et al. Prospective study of 2-[18F]fluorodeoxyglucose positron emission tomography in the assessment of regional nodal spread of disease in patients with breast cancer: an Ontario clinical oncology group study. J Clin Oncol. 2012;30:1274–9.CrossRefPubMed Pritchard KI, Julian JA, Holloway CMB, McCready D, Gulenchyn KY, George R, et al. Prospective study of 2-[18F]fluorodeoxyglucose positron emission tomography in the assessment of regional nodal spread of disease in patients with breast cancer: an Ontario clinical oncology group study. J Clin Oncol. 2012;30:1274–9.CrossRefPubMed
10.
Zurück zum Zitat Jung J, Kim C-Y, Son SH, Kim DH, Jeong SY, Lee SW, et al. Preoperative prediction of cervical lymph node metastasis using primary tumor SUVmax on 18F-FDG PET/CT in patients with papillary thyroid carcinoma. PLoS ONE. 2015;10:e0144152.CrossRefPubMedPubMedCentral Jung J, Kim C-Y, Son SH, Kim DH, Jeong SY, Lee SW, et al. Preoperative prediction of cervical lymph node metastasis using primary tumor SUVmax on 18F-FDG PET/CT in patients with papillary thyroid carcinoma. PLoS ONE. 2015;10:e0144152.CrossRefPubMedPubMedCentral
11.
Zurück zum Zitat Kim D-H, Song B-I, Hong CM, Jeong SY, Lee SW, Lee J, et al. Metabolic parameters using 18F-FDG PET/CT correlate with occult lymph node metastasis in squamous cell lung carcinoma. Eur J Nucl Med Mol Imaging. 2014;41:2051–7.CrossRefPubMed Kim D-H, Song B-I, Hong CM, Jeong SY, Lee SW, Lee J, et al. Metabolic parameters using 18F-FDG PET/CT correlate with occult lymph node metastasis in squamous cell lung carcinoma. Eur J Nucl Med Mol Imaging. 2014;41:2051–7.CrossRefPubMed
12.
Zurück zum Zitat Tsutani Y, Miyata Y, Nakayama H, Okumura S, Adachi S, Yoshimura M, et al. Prediction of pathologic node-negative clinical stage IA lung adenocarcinoma for optimal candidates undergoing sublobar resection. J Thorac Cardiovasc Surg. 2012;144:1365–71.CrossRefPubMed Tsutani Y, Miyata Y, Nakayama H, Okumura S, Adachi S, Yoshimura M, et al. Prediction of pathologic node-negative clinical stage IA lung adenocarcinoma for optimal candidates undergoing sublobar resection. J Thorac Cardiovasc Surg. 2012;144:1365–71.CrossRefPubMed
13.
Zurück zum Zitat Jung NY, Kim SH, Kang BJ, Park SY, Chung MH. The value of primary tumor 18F-FDG uptake on preoperative PET/CT for predicting intratumoral lymphatic invasion and axillary nodal metastasis. Breast Cancer. 2016;23:712–7.CrossRefPubMed Jung NY, Kim SH, Kang BJ, Park SY, Chung MH. The value of primary tumor 18F-FDG uptake on preoperative PET/CT for predicting intratumoral lymphatic invasion and axillary nodal metastasis. Breast Cancer. 2016;23:712–7.CrossRefPubMed
14.
Zurück zum Zitat Kim JY, Lee SH, Kim S, Kang T, Bae YT. Tumor 18 F-FDG uptake on preoperative PET/CT may predict axillary lymph node metastasis in ER-positive/HER2-negative and HER2-positive breast cancer subtypes. Eur Radiol. 2015;25:1172–81.CrossRefPubMed Kim JY, Lee SH, Kim S, Kang T, Bae YT. Tumor 18 F-FDG uptake on preoperative PET/CT may predict axillary lymph node metastasis in ER-positive/HER2-negative and HER2-positive breast cancer subtypes. Eur Radiol. 2015;25:1172–81.CrossRefPubMed
15.
Zurück zum Zitat Moon SH, Kim HS, Hyun SH, Choi YS, Zo JI, Shim YM, et al. Prediction of occult lymph node metastasis by metabolic parameters in patients with clinically N0 esophageal squamous cell carcinoma. J Nucl Med. 2014;55:743–8.CrossRefPubMed Moon SH, Kim HS, Hyun SH, Choi YS, Zo JI, Shim YM, et al. Prediction of occult lymph node metastasis by metabolic parameters in patients with clinically N0 esophageal squamous cell carcinoma. J Nucl Med. 2014;55:743–8.CrossRefPubMed
16.
Zurück zum Zitat Mavi A, Cermik TF, Urhan M, Puskulcu H, Basu S, Jian QY, et al. The effects of estrogen, progesterone, and C-erbB-2 receptor states on 18F-FDG uptake of primary breast cancer lesions. J Nucl Med. 2007;48:1266–72.CrossRefPubMed Mavi A, Cermik TF, Urhan M, Puskulcu H, Basu S, Jian QY, et al. The effects of estrogen, progesterone, and C-erbB-2 receptor states on 18F-FDG uptake of primary breast cancer lesions. J Nucl Med. 2007;48:1266–72.CrossRefPubMed
17.
Zurück zum Zitat Song B-I, Hong CM, Lee HJ, Kang S, Jeong SY, Kim HW, et al. Prognostic value of primary tumor uptake on F-18 FDG PET/CT in patients with invasive ductal breast cancer. Nucl Med Mol Imaging. 2011;45:117–24.CrossRefPubMedPubMedCentral Song B-I, Hong CM, Lee HJ, Kang S, Jeong SY, Kim HW, et al. Prognostic value of primary tumor uptake on F-18 FDG PET/CT in patients with invasive ductal breast cancer. Nucl Med Mol Imaging. 2011;45:117–24.CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Kitajima K, Fukushima K, Miyoshi Y, Nishimukai A, Hirota S, Igarashi Y, et al. Association between 18F-FDG uptake and molecular subtype of breast cancer. Eur J Nucl Med Mol Imaging. 2015;42:1371–7.CrossRefPubMed Kitajima K, Fukushima K, Miyoshi Y, Nishimukai A, Hirota S, Igarashi Y, et al. Association between 18F-FDG uptake and molecular subtype of breast cancer. Eur J Nucl Med Mol Imaging. 2015;42:1371–7.CrossRefPubMed
19.
Zurück zum Zitat García Vicente AM, Soriano Castrejón Á, León Martín A, López-Muñiz IC, Madero VM, Sánchez MD, et al. Molecular subtypes of breast cancer: metabolic correlation with 18F-FDG PET/CT. Eur J Nucl Med Mol Imaging. 2013;40:1304–11.CrossRefPubMed García Vicente AM, Soriano Castrejón Á, León Martín A, López-Muñiz IC, Madero VM, Sánchez MD, et al. Molecular subtypes of breast cancer: metabolic correlation with 18F-FDG PET/CT. Eur J Nucl Med Mol Imaging. 2013;40:1304–11.CrossRefPubMed
20.
Zurück zum Zitat Wolff AC, Hammond MEH, Schwartz JN, Hagerty KL, Allred DC, Cote RJ, et al. American Society of Clinical Oncology/College of American Pathologists guideline recommendations for human epidermal growth factor receptor 2 testing in breast cancer. Arch Pathol Lab Med. 2007;131:18–43.PubMed Wolff AC, Hammond MEH, Schwartz JN, Hagerty KL, Allred DC, Cote RJ, et al. American Society of Clinical Oncology/College of American Pathologists guideline recommendations for human epidermal growth factor receptor 2 testing in breast cancer. Arch Pathol Lab Med. 2007;131:18–43.PubMed
21.
Zurück zum Zitat Goldhirsch A, Wood WC, Coates AS, Gelber RD, Thürlimann B, Senn HJ, et al. Strategies for subtypes-dealing with the diversity of breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2011. Ann Oncol. 2011;22:1736–47.CrossRefPubMedPubMedCentral Goldhirsch A, Wood WC, Coates AS, Gelber RD, Thürlimann B, Senn HJ, et al. Strategies for subtypes-dealing with the diversity of breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2011. Ann Oncol. 2011;22:1736–47.CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Hodgson NC, Gulenchyn KY. Is there a role for positron emission tomography in breast cancer staging? J Clin Oncol. 2008;26:712–20.CrossRefPubMed Hodgson NC, Gulenchyn KY. Is there a role for positron emission tomography in breast cancer staging? J Clin Oncol. 2008;26:712–20.CrossRefPubMed
23.
Zurück zum Zitat Crabb SJ, Cheang MCU, Leung S, Immonen T, Nielsen TO, Huntsman DD, et al. Basal breast cancer molecular subtype predicts for lower incidence of axillary lymph node metastases in primary breast cancer. Clin Breast Cancer. 2008;8:249–56.CrossRefPubMed Crabb SJ, Cheang MCU, Leung S, Immonen T, Nielsen TO, Huntsman DD, et al. Basal breast cancer molecular subtype predicts for lower incidence of axillary lymph node metastases in primary breast cancer. Clin Breast Cancer. 2008;8:249–56.CrossRefPubMed
24.
Zurück zum Zitat He Z-Y, Wu S-G, Yang Q, Sun JY, Li FY, Lin Q, et al. Breast cancer subtype is associated with axillary lymph node metastasis: a retrospective cohort study. Medicine Baltimore. 2015;94:e2213.CrossRefPubMedPubMedCentral He Z-Y, Wu S-G, Yang Q, Sun JY, Li FY, Lin Q, et al. Breast cancer subtype is associated with axillary lymph node metastasis: a retrospective cohort study. Medicine Baltimore. 2015;94:e2213.CrossRefPubMedPubMedCentral
25.
Zurück zum Zitat Fletcher JW, Djulbegovic B, Soares HP, Siegel BA, Lowe VJ, Lyman GH, et al. Recommendations on the use of 18F-FDG PET in oncology. J Nucl Med. 2008;49:480–508.CrossRefPubMed Fletcher JW, Djulbegovic B, Soares HP, Siegel BA, Lowe VJ, Lyman GH, et al. Recommendations on the use of 18F-FDG PET in oncology. J Nucl Med. 2008;49:480–508.CrossRefPubMed
26.
Zurück zum Zitat Groheux D, Cochet A, Humbert O, Alberini J-L, Hindie E, Mankoff D. 18F-FDG PET/CT for staging and restaging of breast cancer. J Nucl Med. 2016;57:17S–26S.CrossRefPubMed Groheux D, Cochet A, Humbert O, Alberini J-L, Hindie E, Mankoff D. 18F-FDG PET/CT for staging and restaging of breast cancer. J Nucl Med. 2016;57:17S–26S.CrossRefPubMed
27.
Zurück zum Zitat Oshida M, Uno K, Suzuki M, Nagashima T, Hashimoto H, Yagata H, et al. Predicting the prognoses of breast carcinoma patients with positron emission tomography using 2-deoxy-2-fluoro[18F]-d-glucose. Cancer. 1998;82:2227–34.CrossRefPubMed Oshida M, Uno K, Suzuki M, Nagashima T, Hashimoto H, Yagata H, et al. Predicting the prognoses of breast carcinoma patients with positron emission tomography using 2-deoxy-2-fluoro[18F]-d-glucose. Cancer. 1998;82:2227–34.CrossRefPubMed
28.
Zurück zum Zitat Lyman GH, Giuliano AE, Somerfield MR, Benson III AB, Bodurka DC, Burstein HJ, et al. American Society of Clinical Oncology guideline recommendations for sentinel lymph node biopsy in early stage breast cancer. J Clin Oncol. 2005;23:7703–20.CrossRefPubMed Lyman GH, Giuliano AE, Somerfield MR, Benson III AB, Bodurka DC, Burstein HJ, et al. American Society of Clinical Oncology guideline recommendations for sentinel lymph node biopsy in early stage breast cancer. J Clin Oncol. 2005;23:7703–20.CrossRefPubMed
29.
Zurück zum Zitat Soret M, Bacharach SL, Buvat I. Partial-volume effect in PET tumor imaging. J Nucl Med. 2007;48:932–45.CrossRefPubMed Soret M, Bacharach SL, Buvat I. Partial-volume effect in PET tumor imaging. J Nucl Med. 2007;48:932–45.CrossRefPubMed
Metadaten
Titel
Predictive Value of 18F-FDG PET/CT for Axillary Lymph Node Metastasis in Invasive Ductal Breast Cancer
verfasst von
Bong-Il Song, MD
Hae Won Kim, MD, PhD
Kyoung Sook Won, MD, PhD
Publikationsdatum
21.04.2017
Verlag
Springer International Publishing
Erschienen in
Annals of Surgical Oncology / Ausgabe 8/2017
Print ISSN: 1068-9265
Elektronische ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-017-5860-0

Weitere Artikel der Ausgabe 8/2017

Annals of Surgical Oncology 8/2017 Zur Ausgabe

Update Chirurgie

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

S3-Leitlinie „Diagnostik und Therapie des Karpaltunnelsyndroms“

CME: 2 Punkte

Prof. Dr. med. Gregor Antoniadis Das Karpaltunnelsyndrom ist die häufigste Kompressionsneuropathie peripherer Nerven. Obwohl die Anamnese mit dem nächtlichen Einschlafen der Hand (Brachialgia parästhetica nocturna) sehr typisch ist, ist eine klinisch-neurologische Untersuchung und Elektroneurografie in manchen Fällen auch eine Neurosonografie erforderlich. Im Anfangsstadium sind konservative Maßnahmen (Handgelenksschiene, Ergotherapie) empfehlenswert. Bei nicht Ansprechen der konservativen Therapie oder Auftreten von neurologischen Ausfällen ist eine Dekompression des N. medianus am Karpaltunnel indiziert.

Prof. Dr. med. Gregor Antoniadis
Berufsverband der Deutschen Chirurgie e.V.

S2e-Leitlinie „Distale Radiusfraktur“

CME: 2 Punkte

Dr. med. Benjamin Meyknecht, PD Dr. med. Oliver Pieske Das Webinar S2e-Leitlinie „Distale Radiusfraktur“ beschäftigt sich mit Fragen und Antworten zu Diagnostik und Klassifikation sowie Möglichkeiten des Ausschlusses von Zusatzverletzungen. Die Referenten erläutern, welche Frakturen konservativ behandelt werden können und wie. Das Webinar beantwortet die Frage nach aktuellen operativen Therapiekonzepten: Welcher Zugang, welches Osteosynthesematerial? Auf was muss bei der Nachbehandlung der distalen Radiusfraktur geachtet werden?

PD Dr. med. Oliver Pieske
Dr. med. Benjamin Meyknecht
Berufsverband der Deutschen Chirurgie e.V.

S1-Leitlinie „Empfehlungen zur Therapie der akuten Appendizitis bei Erwachsenen“

CME: 2 Punkte

Dr. med. Mihailo Andric
Inhalte des Webinars zur S1-Leitlinie „Empfehlungen zur Therapie der akuten Appendizitis bei Erwachsenen“ sind die Darstellung des Projektes und des Erstellungswegs zur S1-Leitlinie, die Erläuterung der klinischen Relevanz der Klassifikation EAES 2015, die wissenschaftliche Begründung der wichtigsten Empfehlungen und die Darstellung stadiengerechter Therapieoptionen.

Dr. med. Mihailo Andric
Berufsverband der Deutschen Chirurgie e.V.