Skip to main content
Top
Published in: Breast Cancer Research 1/2022

Open Access 01-12-2022 | Breast Cancer | Research article

Evaluation of tumour heterogeneity by 18F-fluoroestradiol PET as a predictive measure in breast cancer patients receiving palbociclib combined with endocrine treatment

Authors: Cheng Liu, Shihui Hu, Xiaoping Xu, Yongping Zhang, Biyun Wang, Shaoli Song, Zhongyi Yang

Published in: Breast Cancer Research | Issue 1/2022

Login to get access

Abstract

Background

Predictive biomarkers are needed to identify oestrogen receptor-positive, human epidermal growth factor receptor 2-negative (ER + /HER2-) metastatic breast cancer (MBC) patients who would likely benefit from cyclin-dependent kinase 4 and 6 inhibitors combined with endocrine therapy. Therefore, we performed an exploratory study to evaluate the tumour heterogeneity parameters based on 16α-18F-fluoro-17β-oestradiol (18F-FES)-PET imaging as a potential marker to predict progression-free survival (PFS) in MBC patients receiving palbociclib combined with endocrine therapy.

Methods

Fifty-six ER + MBC patients underwent 18F-FES-PET/CT before the initiation of palbociclib. 18F-FES uptake was quantified and expressed as the standardized uptake value (SUV). Interlesional heterogeneity was qualitatively identified according to the presence or absence of 18F-FES-negative lesions. Intralesional heterogeneity was measured by the SUV-based heterogeneity index (HI = SUVmax/SUVmean). Association with survival was evaluated using the Cox proportional hazards model.

Results

A total of 551 metastatic lesions were found in 56 patients: 507 lesions were identified as 18F-FES-positive, 38 lesions were distributed across 10 patients without 18F-FES uptake, and the remaining 6 were liver lesions. Forty-three patients obtained a clinical benefit, and 13 developed progressive disease (PD) within 24 weeks. Nine out of 10 patients with an 18F-FES-negative site developed PD, and the median PFS was only 2.4 months. Among 46 patients with only 18F-FES-positive lesions, only four patients had PD, and the median PFS was 23.6 months. There were statistically significant differences between the two groups (P < 0.001). For the subgroup of patients with only 18F-FES-positive lesions, low FES-HI patients experienced substantially longer PFS times than those with high FES-HI (26.5 months vs. 16.5 months, P = 0.004).

Conclusions

18F-FES-PET may provide a promising method for identifying and selecting candidate ER + /HER2- MBC patients who would most likely benefit from palbociclib combined with endocrine treatment and could serve as a predictive marker for treatment response.
Trial registration NCT04992156, Date of registration: August 5, 2021 (retrospectively registered).
Literature
1.
2.
go back to reference Howlader N, Altekruse SF, Li CI, Chen VW, Clarke CA, Ries LA, Cronin KA: US incidence of breast cancer subtypes defined by joint hormone receptor and HER2 status. J Natl Cancer Inst 2014;106(5). Howlader N, Altekruse SF, Li CI, Chen VW, Clarke CA, Ries LA, Cronin KA: US incidence of breast cancer subtypes defined by joint hormone receptor and HER2 status. J Natl Cancer Inst 2014;106(5).
3.
go back to reference Rugo HS, Rumble RB, Macrae E, Barton DL, Connolly HK, Dickler MN, Fallowfield L, Fowble B, Ingle JN, Jahanzeb M, et al. Endocrine Therapy for hormone receptor-positive metastatic breast cancer: american society of clinical oncology guideline. J Clin Oncol Off J Am Soc Clin Oncol. 2016;34(25):3069–103.CrossRef Rugo HS, Rumble RB, Macrae E, Barton DL, Connolly HK, Dickler MN, Fallowfield L, Fowble B, Ingle JN, Jahanzeb M, et al. Endocrine Therapy for hormone receptor-positive metastatic breast cancer: american society of clinical oncology guideline. J Clin Oncol Off J Am Soc Clin Oncol. 2016;34(25):3069–103.CrossRef
4.
go back to reference Cardoso F, Senkus E, Costa A, Papadopoulos E, Aapro M, André F, Harbeck N, Aguilar Lopez B, Barrios CH, Bergh J, et al. 4th ESO-ESMO international consensus guidelines for advanced breast cancer (ABC 4)†. Ann Oncol Off J Eur Soc Med Oncol. 2018;29(8):1634–57.CrossRef Cardoso F, Senkus E, Costa A, Papadopoulos E, Aapro M, André F, Harbeck N, Aguilar Lopez B, Barrios CH, Bergh J, et al. 4th ESO-ESMO international consensus guidelines for advanced breast cancer (ABC 4)†. Ann Oncol Off J Eur Soc Med Oncol. 2018;29(8):1634–57.CrossRef
5.
go back to reference Spring LM, Wander SA, Andre F, Moy B, Turner NC, Bardia A. Cyclin-dependent kinase 4 and 6 inhibitors for hormone receptor-positive breast cancer: past, present, and future. Lancet (London, England). 2020;395(10226):817–27.CrossRef Spring LM, Wander SA, Andre F, Moy B, Turner NC, Bardia A. Cyclin-dependent kinase 4 and 6 inhibitors for hormone receptor-positive breast cancer: past, present, and future. Lancet (London, England). 2020;395(10226):817–27.CrossRef
6.
go back to reference Turner NC, Ro J, André F, Loi S, Verma S, Iwata H, Harbeck N, Loibl S, Huang Bartlett C, Zhang K, et al. Palbociclib in hormone-receptor-positive advanced breast cancer. N Engl J Med. 2015;373(3):209–19.PubMedCrossRef Turner NC, Ro J, André F, Loi S, Verma S, Iwata H, Harbeck N, Loibl S, Huang Bartlett C, Zhang K, et al. Palbociclib in hormone-receptor-positive advanced breast cancer. N Engl J Med. 2015;373(3):209–19.PubMedCrossRef
7.
go back to reference Li Y, Li W, Gong C, Zheng Y, Ouyang Q, Xie N, Qu Q, Ge R, Wang B. A multicenter analysis of treatment patterns and clinical outcomes of subsequent therapies after progression on palbociclib in HR+/HER2- metastatic breast cancer. Ther Adv Med Oncol. 2021;13:17588359211022890.PubMedPubMedCentral Li Y, Li W, Gong C, Zheng Y, Ouyang Q, Xie N, Qu Q, Ge R, Wang B. A multicenter analysis of treatment patterns and clinical outcomes of subsequent therapies after progression on palbociclib in HR+/HER2- metastatic breast cancer. Ther Adv Med Oncol. 2021;13:17588359211022890.PubMedPubMedCentral
8.
go back to reference Herrera-Abreu MT, Palafox M, Asghar U, Rivas MA, Cutts RJ, Garcia-Murillas I, Pearson A, Guzman M, Rodriguez O, Grueso J, et al. Early adaptation and acquired resistance to CDK4/6 inhibition in estrogen receptor-positive breast cancer. Can Res. 2016;76(8):2301–13.CrossRef Herrera-Abreu MT, Palafox M, Asghar U, Rivas MA, Cutts RJ, Garcia-Murillas I, Pearson A, Guzman M, Rodriguez O, Grueso J, et al. Early adaptation and acquired resistance to CDK4/6 inhibition in estrogen receptor-positive breast cancer. Can Res. 2016;76(8):2301–13.CrossRef
9.
go back to reference Pandey K, An HJ, Kim SK, Lee SA, Kim S, Lim SM, Kim GM, Sohn J, Moon YW. Molecular mechanisms of resistance to CDK4/6 inhibitors in breast cancer: a review. Int J Cancer. 2019;145(5):1179–88.PubMedPubMedCentralCrossRef Pandey K, An HJ, Kim SK, Lee SA, Kim S, Lim SM, Kim GM, Sohn J, Moon YW. Molecular mechanisms of resistance to CDK4/6 inhibitors in breast cancer: a review. Int J Cancer. 2019;145(5):1179–88.PubMedPubMedCentralCrossRef
10.
go back to reference Turner NC, Liu Y, Zhu Z, Loi S, Colleoni M, Loibl S, DeMichele A, Harbeck N, André F, Bayar MA, et al. Cyclin E1 expression and palbociclib efficacy in previously treated hormone receptor-positive metastatic breast cancer. J Clin Oncol Off J Am Soc Clin Oncol. 2019;37(14):1169–78.CrossRef Turner NC, Liu Y, Zhu Z, Loi S, Colleoni M, Loibl S, DeMichele A, Harbeck N, André F, Bayar MA, et al. Cyclin E1 expression and palbociclib efficacy in previously treated hormone receptor-positive metastatic breast cancer. J Clin Oncol Off J Am Soc Clin Oncol. 2019;37(14):1169–78.CrossRef
11.
go back to reference Del Re M, Bertolini I, Crucitta S, Fontanelli L, Rofi E, De Angelis C, Diodati L, Cavallero D, Gianfilippo G, Salvadori B, et al. Overexpression of TK1 and CDK9 in plasma-derived exosomes is associated with clinical resistance to CDK4/6 inhibitors in metastatic breast cancer patients. Breast Cancer Res Treat. 2019;178(1):57–62.PubMedCrossRef Del Re M, Bertolini I, Crucitta S, Fontanelli L, Rofi E, De Angelis C, Diodati L, Cavallero D, Gianfilippo G, Salvadori B, et al. Overexpression of TK1 and CDK9 in plasma-derived exosomes is associated with clinical resistance to CDK4/6 inhibitors in metastatic breast cancer patients. Breast Cancer Res Treat. 2019;178(1):57–62.PubMedCrossRef
12.
go back to reference Darrigues L, Pierga JY, Bernard-Tessier A, Bièche I, Silveira AB, Michel M, Loirat D, Cottu P, Cabel L, Dubot C, et al. Circulating tumor DNA as a dynamic biomarker of response to palbociclib and fulvestrant in metastatic breast cancer patients. Breast Cancer Res BCR. 2021;23(1):31.PubMedCrossRef Darrigues L, Pierga JY, Bernard-Tessier A, Bièche I, Silveira AB, Michel M, Loirat D, Cottu P, Cabel L, Dubot C, et al. Circulating tumor DNA as a dynamic biomarker of response to palbociclib and fulvestrant in metastatic breast cancer patients. Breast Cancer Res BCR. 2021;23(1):31.PubMedCrossRef
13.
go back to reference O’Leary B, Finn RS, Turner NC. Treating cancer with selective CDK4/6 inhibitors. Nat Rev Clin Oncol. 2016;13(7):417–30.PubMedCrossRef O’Leary B, Finn RS, Turner NC. Treating cancer with selective CDK4/6 inhibitors. Nat Rev Clin Oncol. 2016;13(7):417–30.PubMedCrossRef
14.
go back to reference Miller TW, Balko JM, Fox EM, Ghazoui Z, Dunbier A, Anderson H, Dowsett M, Jiang A, Smith RA, Maira SM, et al. ERα-dependent E2F transcription can mediate resistance to estrogen deprivation in human breast cancer. Cancer Discov. 2011;1(4):338–51.PubMedPubMedCentralCrossRef Miller TW, Balko JM, Fox EM, Ghazoui Z, Dunbier A, Anderson H, Dowsett M, Jiang A, Smith RA, Maira SM, et al. ERα-dependent E2F transcription can mediate resistance to estrogen deprivation in human breast cancer. Cancer Discov. 2011;1(4):338–51.PubMedPubMedCentralCrossRef
15.
go back to reference Fang H, Huang D, Yang F, Guan X. Potential biomarkers of CDK4/6 inhibitors in hormone receptor-positive advanced breast cancer. Breast Cancer Res Treat. 2018;168(2):287–97.PubMedCrossRef Fang H, Huang D, Yang F, Guan X. Potential biomarkers of CDK4/6 inhibitors in hormone receptor-positive advanced breast cancer. Breast Cancer Res Treat. 2018;168(2):287–97.PubMedCrossRef
16.
go back to reference Patel HK, Tao N, Lee KM, Huerta M, Arlt H, Mullarkey T, Troy S, Arteaga CL, Bihani T. Elacestrant (RAD1901) exhibits anti-tumor activity in multiple ER+ breast cancer models resistant to CDK4/6 inhibitors. Breast Cancer Res BCR. 2019;21(1):146.PubMedCrossRef Patel HK, Tao N, Lee KM, Huerta M, Arlt H, Mullarkey T, Troy S, Arteaga CL, Bihani T. Elacestrant (RAD1901) exhibits anti-tumor activity in multiple ER+ breast cancer models resistant to CDK4/6 inhibitors. Breast Cancer Res BCR. 2019;21(1):146.PubMedCrossRef
17.
go back to reference Sieuwerts AM, Inda MA, Smid M, van Ooijen H, van de Stolpe A, Martens JWM, Verhaegh WFJ. ER and PI3K pathway activity in primary ER positive breast cancer is associated with progression-free survival of metastatic patients under first-line tamoxifen. Cancers. 2020;12(4):802.CrossRef Sieuwerts AM, Inda MA, Smid M, van Ooijen H, van de Stolpe A, Martens JWM, Verhaegh WFJ. ER and PI3K pathway activity in primary ER positive breast cancer is associated with progression-free survival of metastatic patients under first-line tamoxifen. Cancers. 2020;12(4):802.CrossRef
18.
go back to reference Sighoko D, Liu J, Hou N, Gustafson P, Huo D. Discordance in hormone receptor status among primary, metastatic, and second primary breast cancers: Biological difference or misclassification? Oncologist. 2014;19(6):592–601.PubMedPubMedCentralCrossRef Sighoko D, Liu J, Hou N, Gustafson P, Huo D. Discordance in hormone receptor status among primary, metastatic, and second primary breast cancers: Biological difference or misclassification? Oncologist. 2014;19(6):592–601.PubMedPubMedCentralCrossRef
19.
go back to reference Schrijver W, Suijkerbuijk KPM, van Gils CH, van der Wall E, Moelans CB, van Diest PJ. Receptor conversion in distant breast cancer metastases: a systematic review and meta-analysis. J Natl Cancer Inst. 2018;110(6):568–80.PubMedCrossRef Schrijver W, Suijkerbuijk KPM, van Gils CH, van der Wall E, Moelans CB, van Diest PJ. Receptor conversion in distant breast cancer metastases: a systematic review and meta-analysis. J Natl Cancer Inst. 2018;110(6):568–80.PubMedCrossRef
20.
go back to reference van Es SC, van der Vegt B, Bensch F, Gerritse S, van Helden EJ, Boon E, Angus L, Overbosch J, der Menke-van Houven VO, Verheul HM, et al. Decalcification of breast cancer bone metastases with EDTA does not affect ER PR and HER2 results. Am J Surg Pathol. 2019;43(10):1355–60.PubMedCrossRef van Es SC, van der Vegt B, Bensch F, Gerritse S, van Helden EJ, Boon E, Angus L, Overbosch J, der Menke-van Houven VO, Verheul HM, et al. Decalcification of breast cancer bone metastases with EDTA does not affect ER PR and HER2 results. Am J Surg Pathol. 2019;43(10):1355–60.PubMedCrossRef
21.
go back to reference Lindström LS, Yau C, Czene K, Thompson CK, Hoadley KA, Van’t Veer LJ, Balassanian R, Bishop JW, Carpenter PM, Chen YY, et al. Intratumor heterogeneity of the estrogen receptor and the long-term risk of fatal breast cancer. J Natl Cancer Inst. 2018;110(7):726–33.PubMedPubMedCentralCrossRef Lindström LS, Yau C, Czene K, Thompson CK, Hoadley KA, Van’t Veer LJ, Balassanian R, Bishop JW, Carpenter PM, Chen YY, et al. Intratumor heterogeneity of the estrogen receptor and the long-term risk of fatal breast cancer. J Natl Cancer Inst. 2018;110(7):726–33.PubMedPubMedCentralCrossRef
22.
go back to reference Liao GJ, Clark AS, Schubert EK, Mankoff DA. 18F-fluoroestradiol PET: current status and potential future clinical applications. J Nucl Med. 2016;57(8):1269–75.PubMedCrossRef Liao GJ, Clark AS, Schubert EK, Mankoff DA. 18F-fluoroestradiol PET: current status and potential future clinical applications. J Nucl Med. 2016;57(8):1269–75.PubMedCrossRef
23.
go back to reference Kurland BF, Wiggins JR, Coche A, Fontan C, Bouvet Y, Webner P, Divgi C, Linden HM. Whole-body characterization of estrogen receptor status in metastatic breast cancer with 16α-18f-fluoro-17β-estradiol positron emission tomography: meta-analysis and recommendations for integration into clinical applications. Oncologist. 2020;25(10):835–44.PubMedPubMedCentralCrossRef Kurland BF, Wiggins JR, Coche A, Fontan C, Bouvet Y, Webner P, Divgi C, Linden HM. Whole-body characterization of estrogen receptor status in metastatic breast cancer with 16α-18f-fluoro-17β-estradiol positron emission tomography: meta-analysis and recommendations for integration into clinical applications. Oncologist. 2020;25(10):835–44.PubMedPubMedCentralCrossRef
24.
go back to reference Liu C, Xu X, Yuan H, Zhang Y, Zhang Y, Song S, Yang Z. Dual Tracers of 16α-[18F]fluoro-17β-Estradiol and [18F]fluorodeoxyglucose for prediction of progression-free survival after fulvestrant therapy in patients with HR+/HER2- metastatic breast cancer. Front Oncol. 2020;10: 580277.PubMedPubMedCentralCrossRef Liu C, Xu X, Yuan H, Zhang Y, Zhang Y, Song S, Yang Z. Dual Tracers of 16α-[18F]fluoro-17β-Estradiol and [18F]fluorodeoxyglucose for prediction of progression-free survival after fulvestrant therapy in patients with HR+/HER2- metastatic breast cancer. Front Oncol. 2020;10: 580277.PubMedPubMedCentralCrossRef
25.
go back to reference He M, Liu C, Shi Q, Sun Y, Zhang Y, Xu X, Yuan H, Zhang Y, Liu Y, Liu G, et al. The predictive value of early changes in (18) F-fluoroestradiol positron emission tomography/computed tomography during fulvestrant 500 mg therapy in patients with estrogen receptor-positive metastatic breast cancer. Oncologist. 2020;25(11):927–36.PubMedPubMedCentralCrossRef He M, Liu C, Shi Q, Sun Y, Zhang Y, Xu X, Yuan H, Zhang Y, Liu Y, Liu G, et al. The predictive value of early changes in (18) F-fluoroestradiol positron emission tomography/computed tomography during fulvestrant 500 mg therapy in patients with estrogen receptor-positive metastatic breast cancer. Oncologist. 2020;25(11):927–36.PubMedPubMedCentralCrossRef
26.
go back to reference Kurland BF, Peterson LM, Lee JH, Schubert EK, Currin ER, Link JM, Krohn KA, Mankoff DA, Linden HM. Estrogen receptor binding (18F-FES PET) and glycolytic activity (18F-FDG PET) predict progression-free survival on endocrine therapy in patients with ER+ breast cancer. Clin Cancer Res. 2017;23(2):407–15.PubMedCrossRef Kurland BF, Peterson LM, Lee JH, Schubert EK, Currin ER, Link JM, Krohn KA, Mankoff DA, Linden HM. Estrogen receptor binding (18F-FES PET) and glycolytic activity (18F-FDG PET) predict progression-free survival on endocrine therapy in patients with ER+ breast cancer. Clin Cancer Res. 2017;23(2):407–15.PubMedCrossRef
27.
go back to reference Yang Z, Sun Y, Xu X, Zhang Y, Zhang J, Xue J, Wang M, Yuan H, Hu S, Shi W, et al. The assessment of estrogen receptor status and its intratumoral heterogeneity in patients with breast cancer by using 18F-fluoroestradiol PET/CT. Clin Nucl Med. 2017;42(6):421–7.PubMedCrossRef Yang Z, Sun Y, Xu X, Zhang Y, Zhang J, Xue J, Wang M, Yuan H, Hu S, Shi W, et al. The assessment of estrogen receptor status and its intratumoral heterogeneity in patients with breast cancer by using 18F-fluoroestradiol PET/CT. Clin Nucl Med. 2017;42(6):421–7.PubMedCrossRef
28.
go back to reference van Kruchten M, Glaudemans A, de Vries EFJ, Schröder CP, de Vries EGE, Hospers GAP. Positron emission tomography of tumour [(18)F]fluoroestradiol uptake in patients with acquired hormone-resistant metastatic breast cancer prior to oestradiol therapy. Eur J Nucl Med Mol Imaging. 2015;42(11):1674–81.PubMedPubMedCentralCrossRef van Kruchten M, Glaudemans A, de Vries EFJ, Schröder CP, de Vries EGE, Hospers GAP. Positron emission tomography of tumour [(18)F]fluoroestradiol uptake in patients with acquired hormone-resistant metastatic breast cancer prior to oestradiol therapy. Eur J Nucl Med Mol Imaging. 2015;42(11):1674–81.PubMedPubMedCentralCrossRef
29.
go back to reference Chae SY, Ahn SH, Kim SB, Han S, Lee SH, Oh SJ, Lee SJ, Kim HJ, Ko BS, Lee JW, et al. Diagnostic accuracy and safety of 16α-[(18)F]fluoro-17β-oestradiol PET-CT for the assessment of oestrogen receptor status in recurrent or metastatic lesions in patients with breast cancer: a prospective cohort study. Lancet Oncol. 2019;20(4):546–55.PubMedCrossRef Chae SY, Ahn SH, Kim SB, Han S, Lee SH, Oh SJ, Lee SJ, Kim HJ, Ko BS, Lee JW, et al. Diagnostic accuracy and safety of 16α-[(18)F]fluoro-17β-oestradiol PET-CT for the assessment of oestrogen receptor status in recurrent or metastatic lesions in patients with breast cancer: a prospective cohort study. Lancet Oncol. 2019;20(4):546–55.PubMedCrossRef
30.
go back to reference Liu C, Gong C, Liu S, Zhang Y, Zhang Y, Xu X, Yuan H, Wang B, Yang Z. (18)F-FES PET/CT influences the staging and management of patients with newly diagnosed estrogen receptor-positive breast cancer: a retrospective comparative study with (18)F-FDG PET/CT. Oncologist. 2019;24(12):e1277–85.PubMedPubMedCentralCrossRef Liu C, Gong C, Liu S, Zhang Y, Zhang Y, Xu X, Yuan H, Wang B, Yang Z. (18)F-FES PET/CT influences the staging and management of patients with newly diagnosed estrogen receptor-positive breast cancer: a retrospective comparative study with (18)F-FDG PET/CT. Oncologist. 2019;24(12):e1277–85.PubMedPubMedCentralCrossRef
31.
go back to reference Boellaard R, Delgado-Bolton R, Oyen WJ, Giammarile F, Tatsch K, Eschner W, Verzijlbergen FJ, Barrington SF, Pike LC, Weber WA, et al. FDG PET/CT: EANM procedure guidelines for tumour imaging: version 2.0. Eur J Nucl Med Mol Imaging. 2015;42(2):328–54.PubMedCrossRef Boellaard R, Delgado-Bolton R, Oyen WJ, Giammarile F, Tatsch K, Eschner W, Verzijlbergen FJ, Barrington SF, Pike LC, Weber WA, et al. FDG PET/CT: EANM procedure guidelines for tumour imaging: version 2.0. Eur J Nucl Med Mol Imaging. 2015;42(2):328–54.PubMedCrossRef
32.
go back to reference Li Y, Liu C, Wang B, Hu X, Gong C, Zhao Y, Xie Y, Zhang Y, Song S, Yang Z, et al. Prediction of pretreatment 18F-FDG-PET/CT parameters on the outcome of first-line therapy in patients with metastatic breast cancer. Int J Gen Med. 2021;14:1797–809.PubMedPubMedCentralCrossRef Li Y, Liu C, Wang B, Hu X, Gong C, Zhao Y, Xie Y, Zhang Y, Song S, Yang Z, et al. Prediction of pretreatment 18F-FDG-PET/CT parameters on the outcome of first-line therapy in patients with metastatic breast cancer. Int J Gen Med. 2021;14:1797–809.PubMedPubMedCentralCrossRef
33.
go back to reference Wang Y, Ayres KL, Goldman DA, Dickler MN, Bardia A, Mayer IA, Winer E, Fredrickson J, Arteaga CL, Baselga J, et al. (18)F-Fluoroestradiol PET/CT measurement of estrogen receptor suppression during a Phase I trial of the novel estrogen receptor-targeted therapeutic GDC-0810: using an imaging biomarker to guide drug dosage in subsequent trials. Clin Cancer Res. 2017;23(12):3053–60.PubMedCrossRef Wang Y, Ayres KL, Goldman DA, Dickler MN, Bardia A, Mayer IA, Winer E, Fredrickson J, Arteaga CL, Baselga J, et al. (18)F-Fluoroestradiol PET/CT measurement of estrogen receptor suppression during a Phase I trial of the novel estrogen receptor-targeted therapeutic GDC-0810: using an imaging biomarker to guide drug dosage in subsequent trials. Clin Cancer Res. 2017;23(12):3053–60.PubMedCrossRef
34.
go back to reference Lu Y, Tong Y, Chen X, Shen K. Association of biomarker discrepancy and treatment decision, disease outcome in recurrent/metastatic breast cancer patients. Front Oncol. 2021;11: 638619.PubMedPubMedCentralCrossRef Lu Y, Tong Y, Chen X, Shen K. Association of biomarker discrepancy and treatment decision, disease outcome in recurrent/metastatic breast cancer patients. Front Oncol. 2021;11: 638619.PubMedPubMedCentralCrossRef
35.
go back to reference Sperduto PW, Mesko S, Li J, Cagney D, Aizer A, Lin NU, Nesbit E, Kruser TJ, Chan J, Braunstein S, et al. Estrogen/progesterone receptor and HER2 discordance between primary tumor and brain metastases in breast cancer and its effect on treatment and survival. Neuro Oncol. 2020;22(9):1359–67.PubMedPubMedCentralCrossRef Sperduto PW, Mesko S, Li J, Cagney D, Aizer A, Lin NU, Nesbit E, Kruser TJ, Chan J, Braunstein S, et al. Estrogen/progesterone receptor and HER2 discordance between primary tumor and brain metastases in breast cancer and its effect on treatment and survival. Neuro Oncol. 2020;22(9):1359–67.PubMedPubMedCentralCrossRef
36.
go back to reference van Kruchten M, Glaudemans AW, de Vries EF, Beets-Tan RG, Schröder CP, Dierckx RA, de Vries EG, Hospers GA. PET imaging of estrogen receptors as a diagnostic tool for breast cancer patients presenting with a clinical dilemma. J Nucl Med. 2012;53(2):182–90.PubMedCrossRef van Kruchten M, Glaudemans AW, de Vries EF, Beets-Tan RG, Schröder CP, Dierckx RA, de Vries EG, Hospers GA. PET imaging of estrogen receptors as a diagnostic tool for breast cancer patients presenting with a clinical dilemma. J Nucl Med. 2012;53(2):182–90.PubMedCrossRef
37.
go back to reference Boers J, Venema CM, de Vries EFJ, Glaudemans A, Kwee TC, Schuuring E, Martens JWM, Elias SG, Hospers GAP, Schröder CP. Molecular imaging to identify patients with metastatic breast cancer who benefit from endocrine treatment combined with cyclin-dependent kinase inhibition. Eur J Cancer (Oxford England: 1990). 2020;126:11–20.CrossRef Boers J, Venema CM, de Vries EFJ, Glaudemans A, Kwee TC, Schuuring E, Martens JWM, Elias SG, Hospers GAP, Schröder CP. Molecular imaging to identify patients with metastatic breast cancer who benefit from endocrine treatment combined with cyclin-dependent kinase inhibition. Eur J Cancer (Oxford England: 1990). 2020;126:11–20.CrossRef
38.
go back to reference Gong C, Ma G, Hu X, Zhang Y, Wang Z, Zhang J, Zhao Y, Li Y, Xie Y, Yang Z, et al. Pretreatment (18)F-FDG uptake heterogeneity predicts treatment outcome of first-line chemotherapy in patients with metastatic triple-negative breast cancer. Oncologist. 2018;23(10):1144–52.PubMedPubMedCentralCrossRef Gong C, Ma G, Hu X, Zhang Y, Wang Z, Zhang J, Zhao Y, Li Y, Xie Y, Yang Z, et al. Pretreatment (18)F-FDG uptake heterogeneity predicts treatment outcome of first-line chemotherapy in patients with metastatic triple-negative breast cancer. Oncologist. 2018;23(10):1144–52.PubMedPubMedCentralCrossRef
39.
go back to reference Zhao Y, Liu C, Zhang Y, Gong C, Li Y, Xie Y, Wu B, Yang Z, Wang B. Prognostic value of tumor heterogeneity on 18F-FDG PET/CT in HR+HER2- metastatic breast cancer patients receiving 500 mg fulvestrant: a retrospective study. Sci Rep. 2018;8(1):14458.PubMedPubMedCentralCrossRef Zhao Y, Liu C, Zhang Y, Gong C, Li Y, Xie Y, Wu B, Yang Z, Wang B. Prognostic value of tumor heterogeneity on 18F-FDG PET/CT in HR+HER2- metastatic breast cancer patients receiving 500 mg fulvestrant: a retrospective study. Sci Rep. 2018;8(1):14458.PubMedPubMedCentralCrossRef
40.
go back to reference Gradishar WJ, Moran MS, Abraham J, Aft R, Agnese D, Allison KH, Anderson B, Burstein HJ, Chew H, Dang C, et al. Breast Cancer version 3202, NCCN clinical practice guidelines in oncology. J Natl Compr Cancer Netw JNCCN. 2022;20(6):691–722.PubMedCrossRef Gradishar WJ, Moran MS, Abraham J, Aft R, Agnese D, Allison KH, Anderson B, Burstein HJ, Chew H, Dang C, et al. Breast Cancer version 3202, NCCN clinical practice guidelines in oncology. J Natl Compr Cancer Netw JNCCN. 2022;20(6):691–722.PubMedCrossRef
41.
go back to reference Burstein HJ, Somerfield MR, Barton DL, Dorris A, Fallowfield LJ, Jain D, Johnston SRD, Korde LA, Litton JK, Macrae ER et al: Endocrine treatment and targeted therapy for hormone receptor-positive, human epidermal growth factor receptor 2-negative metastatic breast cancer: ASCO guideline update. J Clin Oncol Off J Am Soc Clin Oncol 2021;Jco2101392. Burstein HJ, Somerfield MR, Barton DL, Dorris A, Fallowfield LJ, Jain D, Johnston SRD, Korde LA, Litton JK, Macrae ER et al: Endocrine treatment and targeted therapy for hormone receptor-positive, human epidermal growth factor receptor 2-negative metastatic breast cancer: ASCO guideline update. J Clin Oncol Off J Am Soc Clin Oncol 2021;Jco2101392.
42.
go back to reference Hickey TE, Selth LA, Chia KM, Laven-Law G, Milioli HH, Roden D, Jindal S, Hui M, Finlay-Schultz J, Ebrahimie E, et al. The androgen receptor is a tumor suppressor in estrogen receptor-positive breast cancer. Nat Med. 2021;27(2):310–20.PubMedCrossRef Hickey TE, Selth LA, Chia KM, Laven-Law G, Milioli HH, Roden D, Jindal S, Hui M, Finlay-Schultz J, Ebrahimie E, et al. The androgen receptor is a tumor suppressor in estrogen receptor-positive breast cancer. Nat Med. 2021;27(2):310–20.PubMedCrossRef
43.
go back to reference Jacene H, Liu M, Cheng SC, Abbott A, Dubey S, McCall K, Young D, Johnston M, Van den Abbeele AD, Overmoyer B. Imaging androgen receptors in breast cancer with (18)F-Fluoro-5α-dihydrotestosterone PET: a pilot study. J Nucl Med. 2022;63(1):22–8.PubMedPubMedCentralCrossRef Jacene H, Liu M, Cheng SC, Abbott A, Dubey S, McCall K, Young D, Johnston M, Van den Abbeele AD, Overmoyer B. Imaging androgen receptors in breast cancer with (18)F-Fluoro-5α-dihydrotestosterone PET: a pilot study. J Nucl Med. 2022;63(1):22–8.PubMedPubMedCentralCrossRef
44.
go back to reference Bonelli M, Terenziani R, Zoppi S, Fumarola C, La Monica S, Cretella D, Alfieri R, Cavazzoni A, Digiacomo G, Galetti M, et al. Dual inhibition of CDK4/6 and PI3K/AKT/mTOR signaling impairs energy metabolism in MPM cancer cells. Int J Mol Sci. 2020;21(14):5165.PubMedCentralCrossRef Bonelli M, Terenziani R, Zoppi S, Fumarola C, La Monica S, Cretella D, Alfieri R, Cavazzoni A, Digiacomo G, Galetti M, et al. Dual inhibition of CDK4/6 and PI3K/AKT/mTOR signaling impairs energy metabolism in MPM cancer cells. Int J Mol Sci. 2020;21(14):5165.PubMedCentralCrossRef
Metadata
Title
Evaluation of tumour heterogeneity by 18F-fluoroestradiol PET as a predictive measure in breast cancer patients receiving palbociclib combined with endocrine treatment
Authors
Cheng Liu
Shihui Hu
Xiaoping Xu
Yongping Zhang
Biyun Wang
Shaoli Song
Zhongyi Yang
Publication date
01-12-2022
Publisher
BioMed Central
Published in
Breast Cancer Research / Issue 1/2022
Electronic ISSN: 1465-542X
DOI
https://doi.org/10.1186/s13058-022-01555-7

Other articles of this Issue 1/2022

Breast Cancer Research 1/2022 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