Submitted:
13 November 2024
Posted:
15 November 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Patient Selection
2.2. Treatment
2.3. 18 F-FDG PET/CT Imaging Acquisition
2.4. Imaging Assessment
2.5. Response Assessment of Axillary Nodes
2.6. Blood Tests
2.7. Statistical Analysis
3. Results
3.1. Patient Characteristics
3.2. Axillary Response to NAT
3.3. Relationship Between AMC and AxpCR
3.4. Relationship Between N-SUVmax and AxpCR
AxpCR and the Combination of AMC and N-SUVmax
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- The Lancet Oncology (2024). Curbing the climb in cancer incidence. The Lancet. Oncology, 25(5), 529. [CrossRef]
- Shubeck, S.P. , Morrow, M. & Dossett, L.A. De-escalation in BC surgery. npj BC 8, 25 (2022). [CrossRef]
- Simons JM, van Nijnatten TJA, van der Pol CC, Luiten EJT, Koppert LB, Smidt ML. Diagnostic accuracy of different surgical procedures for axillary staging after neoadjuvant systemic therapy in node-positive BC: a systematic review and meta-analysis. Ann Surg. 2019;269(3):432–42. [CrossRef]
- Samiei S, Simons JM, Engelen SME, Beets-Tan RGH, Classe JM, Smidt ML, et al. Axillary pathologic complete response after neoadjuvant systemic therapy by BC subtype in patients with initially clinically node-positive disease: a systematic review and meta-analysis. JAMA Surg. 2021;156(6): e210891. [CrossRef]
- Early BC Trialists’ Collaborative Group (EBCTCG). Long-term outcomes for neoadjuvant versus adjuvant chemotherapy in early BC: Meta-analysis of individual patient data from ten randomised trials. Lancet Oncol. 2018, 19, 27–39.
- Gustavo Werutsky, G.; Untch, M.; Hanusch, C.; Fasching, P.A.; Blohmer, J.U.; Seiler, S.; Denkert, C.; Tesch, H.; Jackisch, C.; Gerber, B.; et al. Locoregional recurrence risk after neoadjuvant chemotherapy: A pooled analysis of nine prospective neoadjuvant BC trials. Eur. J. Cancer 2020, 130, 92–101. [Google Scholar] [CrossRef]
- Ivanovic N, Bjelica D, Loboda B, Bogdanovski M, Colakovic N, Petricevic S, Gojgic M, Zecic O, Zecic K, Zdravkovic D. Changing the role of pCR in BC treatment - an unjustifiable interpretation of a good prognostic factor as a "factor for a good prognosis". Front Oncol. 2023 Jul 18; 13:1207948. PMCID: PMC10391828. [CrossRef] [PubMed]
- Lim GH, Leong LCH. Oncologic outcomes in BC patients with metastatic nodes and pathological nodal response following neoadjuvant chemotherapy without axillary dissection: a literature review. Ann Transl Med. 2023 Mar 15;11(5):218. Epub 2023 Mar 9. PMCID: PMC10061475. [CrossRef] [PubMed]
- Carter, S.; Neuman, H.; Mamounas, E.P.; Bedrosian, I.; Moulder, S.; Montero, A.J.; Jagsi, R. Debating the optimal approach to nodal management after pathologic complete response to neoadjuvant chemotherapy in patients with BC. Am. Soc.Clin. Oncol. Educ. Book 2019, 39, 42–48. [Google Scholar] [CrossRef] [PubMed]
- Tausch C, Däster K, Hayoz S, et al. Trends in use of neoadjuvant systemic therapy in patients with clinically node-positive BC in Europe: prospective TAXIS study (OPBC-03, SAKK 23/16, IBCSG 57-18, ABCSG-53, GBG 101). BC Res Treat. 2023;201(2):215-225. [CrossRef]
- Vaz SC, Woll JPP, Cardoso F, et al. Joint EANM-SNMMI guideline on the role of 2-[18F]FDG PET/CT in no special type BC : (endorsed by the ACR, ESSO, ESTRO, EUSOBI/ESR, and EUSOMA). Eur J Nucl Med Mol Imaging. Published online May 14, 2024. [CrossRef]
- Koolen BB, Valdés Olmos RA, Wesseling J, et al. Early assessment of axillary response with ¹⁸F-FDG PET/CT during neoadjuvant chemotherapy in stage II-III BC: implications for surgical management of the axilla. Ann Surg Oncol. 2013;20(7):2227-2235. [CrossRef]
- Cheng J, Wang Y, Mo M, et al. 18F-fluorodeoxyglucose (FDG) PET/CT after two cycles of neoadjuvant therapy may predict response in HER2-negative, but not in HER2-positive BC. Oncotarget. 2015;6(30):29388-29395. [CrossRef]
- Koolen BB, Pengel KE, Wesseling J, et al. FDG PET/CT during neoadjuvant chemotherapy may predict response in ER-positive/HER2-negative and triple negative, but not in HER2-positive BC. Breast. 2013;22(5):691-697. [CrossRef]
- van Ramshorst MS, Teixeira SC, Koolen BB, et al. Additional value of 18F-FDG PET/CT response evaluation in axillary nodes during neoadjuvant therapy for triple-negative and HER2-positive BC. Cancer Imaging. 2017;17(1):15. Published 2017 May 25. [CrossRef]
- Groheux D, Mankoff D, Espié M, Hindié E. ¹⁸F-FDG PET/CT in the early prediction of pathological response in aggressive subtypes of BC: review of the literature and recommendations for use in clinical trials. Eur J Nucl Med Mol Imaging. 2016;43(5):983-993. [CrossRef]
- Hernandez CM, Madrona AP, Vazquez PJG, Fernandez PJG, Merino GR, Romero JLA, et al.. Usefulness of Lymphocyte-to-Monocyte, Neutrophil-to-Monocyte and Neutrophil-to-Lymphocyte Ratios as Prognostic Markers in BC Patients Treated With Neoadjuvant Chemotherapy. Clin Trans Oncol (2018) 20(4):476–83. [CrossRef]
- Kzhyshkowska J, Gudima A, Moganti K, Gratchev A, Orekhov A. Perspectives for Monocyte/Macrophage-Based Diagnostics of Chronic Inflammation. Transfus Med Hemother (2016) 43(2):66–77. [CrossRef]
- Michaud DE, Guerriero JL. Myeloid Cells Pave the Metastatic Road in BC. Cancer Res. 2024;84(2):181-183. [CrossRef]
- Ueno T, Toi M, Saji H, Muta M, Bando H, Kuroi K, et al.. Significance of Macrophage Chemoattractant Protein-1 in Macrophage Recruitment, Angiogenesis, and Survival in Human BC. Clin Cancer Res (2000) 6(8):3282–3289.
- Lubowicka E, Przylipiak A, Zajkowska M, Piskor BM, Malinowski P, Fiedorowicz W, et al.. Plasma Chemokine CCL2 and Its Receptor CCR2 Concentrations as Diagnostic Biomarkers for BC Patients. BioMed Res Int (2018) 2018:2124390. [CrossRef]
- Patysheva M, Larionova I, Stakheyeva M, et al. Effect of Early-Stage Human Breast Carcinoma on Monocyte Programming. Front Oncol. 2022;11:800235. Published 2022 Feb 14. [CrossRef]
- Wolff AC, Somerfield MR, Dowsett M, Hammond MEH, Hayes DF, McShane LM, Saphner TJ, Spears PA, Allison KH. Human Epidermal Growth Factor Receptor 2 Testing in BC: ASCO-College of American Pathologists Guideline Update. J Clin Oncol. 2023 Aug 1;41(22):3867-3872. Epub 2023 Jun 7. [CrossRef] [PubMed]
- Chang JM, Leung JWT, Moy L, Ha SM, Moon WK. Axillary Nodal Evaluation in BC: State of the Art. Radiology. 2020 Jun;295(3):500-515. Epub 2020 Apr 21. [CrossRef] [PubMed]
- Schneeweiss A, Chia S, Hickish T, et al. Long-term efficacy analysis of the randomised, phase II TRYPHAENA cardiac safety study: evaluating pertuzumab and trastuzumab plus standard neoadjuvant anthracycline-containing and anthracycline-free chemotherapy regimens in patients with HER2-positive early BC. Eur J Cancer 2018; 89:27-35. [CrossRef]
- van Ramshorst MS, van der Voort A, van Werkhoven ED, et al. Neoadjuvant chemotherapy with or without anthracyclines in the presence of dual HER2 blockade for HER2-positive BC (TRAIN-2): a multicentre, open-label, randomised, phase 3 trial. Lancet Oncol 2018; 19:1630-40. [CrossRef]
- Boellaard, R.; et al. FDG PET/CT: EANM procedure guidelines for tumour imaging: Version 2.0. Eur. J. Nucl. Med. Mol. Imaging 42(2), 328–354 (2015). [CrossRef]
- Fisher B, Bauer M, Wickerham DL, Redmond CK, Fisher ER, Cruz AB, et al. Relation of number of positive axillary nodes to the prognosis of patients with primary BC. An NSABP update. Cancer 1983. ;52(9):1551–1557. 01 November. [CrossRef]
- Holmström O, Linder N, Moilanen H, Suutala A, Nordling S, Ståhls A, Lundin M, Diwan V, Lundin J. Detection of BC lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner. PLoS One. 2019 Mar 19;14(3):e0208366. PMCID: PMC6424449. [CrossRef] [PubMed]
- Loibl S, André F, Bachelot T, Barrios CH, Bergh J, Burstein HJ, Cardoso MJ, Carey LA, Dawood S, Del Mastro L, Denkert C, Fallenberg EM, Francis PA, Gamal-Eldin H, Gelmon K, Geyer CE, Gnant M, Guarneri V, Gupta S, Kim SB, Krug D, Martin M, Meattini I, Morrow M, Janni W, Paluch-Shimon S, Partridge A, Poortmans P, Pusztai L, Regan MM, Sparano J, Spanic T, Swain S, Tjulandin S, Toi M, Trapani D, Tutt A, Xu B, Curigliano G, Harbeck N; ESMO Guidelines Committee. Electronic address: clinicalguidelines@esmo.org. Early BC: ESMO Clinical Practice Guideline for diagnosis, treatment and follow-up. Ann Oncol. 2024 Feb;35(2):159-182. Epub 2023 Dec 13. [CrossRef] [PubMed]
- Alvarez S, Anorbe E, Alcorta P, Lopez F, Alonso I, Cortes J. Role of sonography in the diagnosis of axillary lymph node metastases in BC: a systematic review. AJR Am J Roentgenol. 2006;186:1342–8. [CrossRef]
- Ogasawara Y, Doihara H, Shiraiwa M, Ishihara S. Multidetectorrow computed tomography for the preoperative evaluation of axillary nodal status in patients with BC. Surg Today. 2008;38:104–8. [CrossRef]
- Wahl RL, Siegel BA, Coleman RE, Gatsonis CG, Group PETS. Prospective multicenter study of axillary nodal staging by positron emission tomography in BC: a report of the staging BC with PET Study Group. J Clin Oncol. 2004;22:277– 85. [CrossRef]
- Riegger C, Koeninger A, Hartung V, Otterbach F, Kimmig R, Forsting M, Bockisch A, Antoch G, Heusner TA. Comparison of the diagnostic value of FDG-PET/CT and axillary ultrasound for the detection of lymph node metastases in BC patients. Acta Radiol. 2012 Dec 1;53(10):1092-8. Epub 2012 Sep 22. [CrossRef] [PubMed]
- Hwang SO, Lee SW, Kim HJ, Kim WW, Park HY, Jung JH. The Comparative Study of Ultrasonography, Contrast-Enhanced MRI, and (18)F-FDG PET/CT for Detecting Axillary Lymph Node Metastasis in T1 BC. J BC. 2013 Sep;16(3):315-21. Epub 2013 Sep 30. PMCID: PMC3800728. [CrossRef] [PubMed]
- Keam B, Im SA, Koh Y, Han SW, Oh DY, Cho N, et al. Predictive value of FDG PET/CT for pathologic axillary node involvement after neoadjuvant chemotherapy. BC. 2013;20(2):167–73. [CrossRef]
- Houssami N, Macaskill P, von Minckwitz G, Marinovich ML, Mamounas E. Meta-analysis of the association of BC subtype and pathologic complete response to neoadjuvant chemotherapy. Eur J Cancer. 2012;48(18):3342-3354. [CrossRef]
- Ueda S, Tsuda H, Asakawa H, et al. Clinicopathological and prognostic relevance of uptake level using 18F-fluorodeoxyglucose positron emission tomography/computed tomography fusion imaging (18F-FDG PET/CT) in primary BC. Jpn J Clin Oncol 2008; 38: 250-8. [CrossRef]
- Groheux D, Giacchetti S, Moretti JL, et al. Correlation of high 18F-FDG uptake to clinical, pathological and biological prognostic factors in BC. Eur J Nucl Med Mol Imaging 2011; 38: 426-35. [CrossRef]
- Li, W. , Xu M., Li Y., Huang Z., Zhou J., Zhao Q., et al. (2020). Comprehensive analysis of the association between tumor glycolysis and immune/inflammation function in BC. J. Transl. Med. 18 (1), 92. [CrossRef]
- Xiao, Y.; Yu, D. Tumor microenvironment as a therapeutic target in cancer. Pharmacol. Ther. 2021, 221, 107753. [Google Scholar] [CrossRef] [PubMed]
- Martinez FO, Gordon S, Locati M, Mantovani A. Transcriptional profiling of the human monocyte-to-macrophage differentiation and polarization: new molecules and patterns of gene expression. J Immunol. 2006;177:7303–11. [CrossRef]
- Qiu SQ, Waaijer SJH, Zwager MC, de Vries EGE, van der Vegt B, Schroder CP. Tumor-associated macrophages in BC: innocent bystander or important player? Cancer Treat Rev. 2018;70:178–89. [CrossRef]
- Alderton, GK. Tumour immunology: turning macrophages on, off and on again. Nat Rev Immunol. 2014;14:136–7. [CrossRef]
- Jiang, H. , Wei H., Wang H., Wang Z., Li J., Ou Y., et al. (2022). Zeb1-induced metabolic reprogramming of glycolysis is essential for macrophage polarization in BC. Cell Death Dis. 13 (3), 206. [CrossRef]
- Barron, A.U. , Hoskin T.L., Day C.N., Hwang E.S., Kuerer H.M., Boughey J.C. Association of low nodal positivity rate among patients with erbb2-positive or triple-negative BC and breast pathologic complete response to neoadjuvant chemotherapy. JAMA Surg. 2018;153:1120–1126. [CrossRef]
- Burstein HJ, Curigliano G, Loibl S, Dubsky P, Gnant M, Poortmans P, Colleoni M, Denkert C, Piccart-Gebhart M, Regan M, Senn HJ, Winer EP, Thurlimann B; Members of the St. Gallen International Consensus Panel on the Primary Therapy of Early BC 2019. Estimating the benefits of therapy for early-stage BC: the St. Gallen International Consensus Guidelines for the primary therapy of early BC 2019. Ann Oncol. 2019 Oct 1;30(10):1541-1557. [CrossRef] [PubMed]
- Kim JY, Park HS, Kim S, Ryu J, Park S, Kim SIL (2015) Prognostic nomogram for prediction of axillary pathologic complete response after neoadjuvant chemotherapy in cytologically proven node-positive BC. Medicine 94(43):1–9. [CrossRef]
- Mamtani A, Barrio AV, King TA, Van Zee KJ, Plitas G, Pilewskie M et al (2016) How often does neoadjuvant chemotherapy avoid axillary dissection in patients with histologically confrmed nodal metastases? Results of a prospective study. Ann Surg Oncol 23(11):3467–3474. [CrossRef]
- Diego EJ, McAulife PF, Soran A, McGuire KP, Johnson RR, Bonaventura M et al (2016) Axillary staging after neoadjuvant chemotherapy for BC: a pilot study combining sentinel lymph node biopsy with radioactive seed localization of pre-treatment positive axillary lymph nodes. Ann Surg Oncol 23(5):1549–1553. [CrossRef]
- Schneeweiss A, Michel LL, Möbus V, Tesch H, Klare P, Hahnen E, Denkert C, Kast K, Pohl-Rescigno E, Hanusch C, Link T, Untch M, Jackisch C, Blohmer JU, Fasching PA, Solbach C, Schmutzler RK, Huober J, Rhiem K, Nekljudova V, Lübbe K, Loibl S; GBG and AGO-B. Survival analysis of the randomised phase III GeparOcto trial comparing neoadjuvant chemotherapy of intense dose-dense epirubicin, paclitaxel, cyclophosphamide versus weekly paclitaxel, liposomal doxorubicin (plus carboplatin in triple-negative BC) for patients with high-risk early BC. Eur J Cancer. 2022 Jan; 160:100-111. Epub 2021 Nov 17. [CrossRef] [PubMed]
- Gillespie TC, Sayegh HE, Brunelle CL, Daniell KM, Taghian AG (2018) BC-related lymphedema: risk factors, precautionary measures, and treatments. Gland Surg 7(4):379–403. [CrossRef]
- Rouzier R, Perou CM, Symmans WF, Ibrahim N, Cristofanilli M, Anderson K et al (2005) BC molecular subtypes respond diferently to preoperative chemotherapy. Clin Cancer Res 11(16):5678–5685. [CrossRef]
- Garcia-Tejedor A, Fernandez-Gonzalez S, Ortega R, Gil-Gil M, Perez-Montero H, Fernandez-Montolí E, Stradella A, Recalde S, Soler T, Petit A, Bajen MT, Benitez A, Guma A, Campos M, Pla MJ, Martinez E, Laplana M, Pernas S, Perez-Sildekova D, Catala I, Ponce J, Falo C. Can we avoid axillary lymph node dissection in N2 BC patients with chemo-sensitive tumours such as HER2 and TNBC? BC Res Treat. 2021 Feb;185(3):657-666. Epub 2020 Oct 17. [CrossRef] [PubMed]



| Variables in the Equation | ||||||||
| 95% C.I. for EXP(B) | ||||||||
| B | S.E. | Wald | df | Sig. | Exp(B) | Lower | Upper | |
| AMC | ,004 | ,003 | 1,733 | 1 | ,188 | 1,004 | ,998 | 1,011 |
| LMr | ,388 | ,187 | 4,298 | 1 | ,038 | 1,474 | 1,021 | 2,126 |
| N-SUVmax | ,769 | ,279 | 7,624 | 1 | ,006 | 2,158 | 1,250 | 3,726 |
| AMC by N-SUVmax | -,001 | ,001 | 7,476 | 1 | ,006 | ,999 | ,997 | 1,000 |
| Constant | -4,178 | 2,206 | 3,589 | 1 | ,058 | ,015 | ||

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