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Published in: Molecular Imaging and Biology 1/2022

01-02-2022 | Metastasis | Research Article

Molecular Imaging Reveals a High Degree of Cross-Seeding of Spontaneous Metastases in a Novel Mouse Model of Synchronous Bilateral Breast Cancer

Authors: Shirley Liu, Nivin N Nyström, John J Kelly, Amanda M Hamilton, Yanghao Fu, John A Ronald

Published in: Molecular Imaging and Biology | Issue 1/2022

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Abstract

Purpose

Synchronous bilateral breast cancer (SBBC) patients present with cancer in both breasts at the time of diagnosis or within a short time interval. They show higher rates of metastasis and lower overall survival compared to women with unilateral breast cancer. Here we established the first preclinical SBBC model and used molecular imaging to visualize the patterns of metastasis from each primary tumor.

Procedures

We engineered human breast cancer cells to express either Akaluc or Antares2 for bioluminescence imaging (BLI) and tdTomato or zsGreen for ex vivo fluorescence microscopy. Both cell populations were implanted into contralateral mammary fat pads of mice (n=10), and dual-BLI was performed weekly for up to day 29 (n=3), 38 (n=4), or 42 (n=3). Primary tumors and lungs were fixed, and ex vivo fluorescence microscopy was used to analyze the cellular makeup of micrometastases.

Results

Signal from both Antares2 and Akaluc was first detected in the lungs on day 28 and was present in 9 of 10 mice at endpoint. Ex vivo fluorescence microscopy of the lungs revealed that for mice sacrificed on day 38, a significant percentage of micrometastases were composed of cancer cells from both primary tumors (mean 37%; range 27 to 45%), while two mice sacrificed on day 42 showed percentages of 51% and 70%.

Conclusions

A high degree of metastatic cross-seeding of cancer cells derived from bilateral tumors may contribute to faster metastatic growth and intratumoral heterogeneity. We posit that our work will help understand treatment resistance and optimal planning of SBBC treatment.
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Literature
1.
go back to reference Pan B, Xu Y, Zhou YD, Yao R, Wu HW, Zhu QL, Wang CJ, Mao F, Lin Y, Shen SJ, Sun Q (2019) The prognostic comparison among unilateral, bilateral, synchronous bilateral, and metachronous bilateral breast cancer: a meta-analysis of studies from recent decade (2008-2018). Cancer Med 8(6):2908–2918CrossRef Pan B, Xu Y, Zhou YD, Yao R, Wu HW, Zhu QL, Wang CJ, Mao F, Lin Y, Shen SJ, Sun Q (2019) The prognostic comparison among unilateral, bilateral, synchronous bilateral, and metachronous bilateral breast cancer: a meta-analysis of studies from recent decade (2008-2018). Cancer Med 8(6):2908–2918CrossRef
2.
go back to reference Jobsen JJ, van der Palen J, Ong F, Riemersma S, Struikmans H (2015) Bilateral breast cancer, synchronous and metachronous; differences and outcome. Breast Cancer Res Treat 153(2):277–283CrossRef Jobsen JJ, van der Palen J, Ong F, Riemersma S, Struikmans H (2015) Bilateral breast cancer, synchronous and metachronous; differences and outcome. Breast Cancer Res Treat 153(2):277–283CrossRef
3.
go back to reference Ozturk A, Alco G, Sarsenov D, Ilgun S, Ordu C, Koksal U, Nur Pilanci K, Erdogan Z, Izci F, Elbuken F, Agacayak F, Aktepe F, Ozmen V (2018) Synchronous and metachronous bilateral breast cancer: a long-term experience. J BUON 23(6):1591–1600PubMed Ozturk A, Alco G, Sarsenov D, Ilgun S, Ordu C, Koksal U, Nur Pilanci K, Erdogan Z, Izci F, Elbuken F, Agacayak F, Aktepe F, Ozmen V (2018) Synchronous and metachronous bilateral breast cancer: a long-term experience. J BUON 23(6):1591–1600PubMed
4.
go back to reference Beckmann KR, Buckingham J, Craft P, Dahlstrom JE, Zhang Y, Roder D, Stuart-Harris R (2011) Clinical characteristics and outcomes of bilateral breast cancer in an Australian cohort. Breast. 20(2):158–164CrossRef Beckmann KR, Buckingham J, Craft P, Dahlstrom JE, Zhang Y, Roder D, Stuart-Harris R (2011) Clinical characteristics and outcomes of bilateral breast cancer in an Australian cohort. Breast. 20(2):158–164CrossRef
5.
go back to reference Eliyatkin N, Zengel B, Yagci A, Comut E, Postaci H, Uslu A, Aktas S (2015) Properties of synchronous versus metachronous bilateral breast carcinoma with long time follow up. Asian Pac J Cancer Prev 16(12):4921–4926CrossRef Eliyatkin N, Zengel B, Yagci A, Comut E, Postaci H, Uslu A, Aktas S (2015) Properties of synchronous versus metachronous bilateral breast carcinoma with long time follow up. Asian Pac J Cancer Prev 16(12):4921–4926CrossRef
6.
go back to reference Kheirelseid EA, Jumustafa H, Miller N, Curran C, Sweeney K, Malone C et al (2011) Bilateral breast cancer: analysis of incidence, outcome, survival and disease characteristics. Breast Cancer Res Treat 126(1):131–140CrossRef Kheirelseid EA, Jumustafa H, Miller N, Curran C, Sweeney K, Malone C et al (2011) Bilateral breast cancer: analysis of incidence, outcome, survival and disease characteristics. Breast Cancer Res Treat 126(1):131–140CrossRef
7.
go back to reference Mejdahl MK, Wohlfahrt J, Holm M, Balslev E, Knoop AS, Tjønneland A, Melbye M, Kroman N (2019) Breast cancer mortality in synchronous bilateral breast cancer patients. Br J Cancer 120(7):761–767CrossRef Mejdahl MK, Wohlfahrt J, Holm M, Balslev E, Knoop AS, Tjønneland A, Melbye M, Kroman N (2019) Breast cancer mortality in synchronous bilateral breast cancer patients. Br J Cancer 120(7):761–767CrossRef
8.
go back to reference Aslakson CJ, Miller FR (1992) Selective events in the metastatic process defined by analysis of the sequential dissemination of subpopulations of a mouse mammary tumor. Cancer Res 52(6):1399–1405PubMed Aslakson CJ, Miller FR (1992) Selective events in the metastatic process defined by analysis of the sequential dissemination of subpopulations of a mouse mammary tumor. Cancer Res 52(6):1399–1405PubMed
9.
go back to reference Liu L, Zhang SX, Liao W, Farhoodi HP, Wong CW, Chen CC et al (2017) Mechanoresponsive stem cells to target cancer metastases through biophysical cues. Sci Transl Med 9(400) Liu L, Zhang SX, Liao W, Farhoodi HP, Wong CW, Chen CC et al (2017) Mechanoresponsive stem cells to target cancer metastases through biophysical cues. Sci Transl Med 9(400)
10.
go back to reference Lu J, Liu X, Liao YP, Wang X, Ahmed A, Jiang W, Ji Y, Meng H, Nel AE (2018) Breast cancer chemo-immunotherapy through liposomal delivery of an immunogenic cell death stimulus plus interference in the IDO-1 pathway. ACS Nano 12(11):11041–11061CrossRef Lu J, Liu X, Liao YP, Wang X, Ahmed A, Jiang W, Ji Y, Meng H, Nel AE (2018) Breast cancer chemo-immunotherapy through liposomal delivery of an immunogenic cell death stimulus plus interference in the IDO-1 pathway. ACS Nano 12(11):11041–11061CrossRef
11.
go back to reference Park MK, Lee CH, Lee H (2018) Mouse models of breast cancer in preclinical research. Lab Anim Res 34(4):160–165CrossRef Park MK, Lee CH, Lee H (2018) Mouse models of breast cancer in preclinical research. Lab Anim Res 34(4):160–165CrossRef
12.
go back to reference Price JE, Polyzos A, Zhang RD, Daniels LM (1990) Tumorigenicity and metastasis of human breast carcinoma cell lines in nude mice. Cancer Res 50(3):717–721PubMed Price JE, Polyzos A, Zhang RD, Daniels LM (1990) Tumorigenicity and metastasis of human breast carcinoma cell lines in nude mice. Cancer Res 50(3):717–721PubMed
13.
go back to reference Dothager RS, Flentie K, Moss B, Pan MH, Kesarwala A, Piwnica-Worms D (2009) Advances in bioluminescence imaging of live animal models. Curr Opin Biotechnol 20(1):45–53CrossRef Dothager RS, Flentie K, Moss B, Pan MH, Kesarwala A, Piwnica-Worms D (2009) Advances in bioluminescence imaging of live animal models. Curr Opin Biotechnol 20(1):45–53CrossRef
14.
go back to reference Chu J, Oh Y, Sens A, Ataie N, Dana H, Macklin JJ, Laviv T, Welf ES, Dean KM, Zhang F, Kim BB, Tang CT, Hu M, Baird MA, Davidson MW, Kay MA, Fiolka R, Yasuda R, Kim DS, Ng HL, Lin MZ (2016) A bright cyan-excitable orange fluorescent protein facilitates dual-emission microscopy and enhances bioluminescence imaging in vivo. Nat Biotechnol 34(7):760–767CrossRef Chu J, Oh Y, Sens A, Ataie N, Dana H, Macklin JJ, Laviv T, Welf ES, Dean KM, Zhang F, Kim BB, Tang CT, Hu M, Baird MA, Davidson MW, Kay MA, Fiolka R, Yasuda R, Kim DS, Ng HL, Lin MZ (2016) A bright cyan-excitable orange fluorescent protein facilitates dual-emission microscopy and enhances bioluminescence imaging in vivo. Nat Biotechnol 34(7):760–767CrossRef
15.
go back to reference Yeh HW, Karmach O, Ji A, Carter D, Martins-Green MM, Ai HW (2017) Red-shifted luciferase-luciferin pairs for enhanced bioluminescence imaging. Nat Methods 14(10):971–974CrossRef Yeh HW, Karmach O, Ji A, Carter D, Martins-Green MM, Ai HW (2017) Red-shifted luciferase-luciferin pairs for enhanced bioluminescence imaging. Nat Methods 14(10):971–974CrossRef
16.
go back to reference Iwano S, Sugiyama M, Hama H, Watakabe A, Hasegawa N, Kuchimaru T, Tanaka KZ, Takahashi M, Ishida Y, Hata J, Shimozono S, Namiki K, Fukano T, Kiyama M, Okano H, Kizaka-Kondoh S, McHugh TJ, Yamamori T, Hioki H, Maki S, Miyawaki A (2018) Single-cell bioluminescence imaging of deep tissue in freely moving animals. Science. 359(6378):935–939CrossRef Iwano S, Sugiyama M, Hama H, Watakabe A, Hasegawa N, Kuchimaru T, Tanaka KZ, Takahashi M, Ishida Y, Hata J, Shimozono S, Namiki K, Fukano T, Kiyama M, Okano H, Kizaka-Kondoh S, McHugh TJ, Yamamori T, Hioki H, Maki S, Miyawaki A (2018) Single-cell bioluminescence imaging of deep tissue in freely moving animals. Science. 359(6378):935–939CrossRef
17.
go back to reference Kang JH, Chung JK (2008) Molecular-genetic imaging based on reporter gene expression. J Nucl Med 49(Suppl 2):164S–179SCrossRef Kang JH, Chung JK (2008) Molecular-genetic imaging based on reporter gene expression. J Nucl Med 49(Suppl 2):164S–179SCrossRef
18.
go back to reference Dull T, Zufferey R, Kelly M, Mandel RJ, Nguyen M, Trono D, Naldini L (1998) A third-generation lentivirus vector with a conditional packaging system. J Virol 72(11):8463–8471CrossRef Dull T, Zufferey R, Kelly M, Mandel RJ, Nguyen M, Trono D, Naldini L (1998) A third-generation lentivirus vector with a conditional packaging system. J Virol 72(11):8463–8471CrossRef
19.
go back to reference Nyström NN, Hamilton AM, Xia W, Liu S, Scholl TJ, Ronald JA (2019) Longitudinal visualization of viable cancer cell intratumoral distribution in mouse models using Oatp1a1-enhanced magnetic resonance imaging. Investig Radiol 54(5):302–311CrossRef Nyström NN, Hamilton AM, Xia W, Liu S, Scholl TJ, Ronald JA (2019) Longitudinal visualization of viable cancer cell intratumoral distribution in mouse models using Oatp1a1-enhanced magnetic resonance imaging. Investig Radiol 54(5):302–311CrossRef
20.
go back to reference Stacer AC, Nyati S, Moudgil P, Iyengar R, Luker KE, Rehemtulla A, Luker GD (2013) NanoLuc reporter for dual luciferase imaging in living animals. Mol Imaging 12(7):1–13CrossRef Stacer AC, Nyati S, Moudgil P, Iyengar R, Luker KE, Rehemtulla A, Luker GD (2013) NanoLuc reporter for dual luciferase imaging in living animals. Mol Imaging 12(7):1–13CrossRef
21.
go back to reference Puchalapalli M, Zeng X, Mu L, Anderson A, Hix Glickman L, Zhang M, Sayyad MR, Mosticone Wangensteen S, Clevenger CV, Koblinski JE (2016) NSG mice provide a better spontaneous model of breast cancer metastasis than athymic (nude) mice. PLoS One 11(9):e0163521CrossRef Puchalapalli M, Zeng X, Mu L, Anderson A, Hix Glickman L, Zhang M, Sayyad MR, Mosticone Wangensteen S, Clevenger CV, Koblinski JE (2016) NSG mice provide a better spontaneous model of breast cancer metastasis than athymic (nude) mice. PLoS One 11(9):e0163521CrossRef
22.
go back to reference Iorns E, Drews-Elger K, Ward TM, Dean S, Clarke J, Berry D, Ashry DE, Lippman M (2012) A new mouse model for the study of human breast cancer metastasis. PLoS One 7(10):e47995CrossRef Iorns E, Drews-Elger K, Ward TM, Dean S, Clarke J, Berry D, Ashry DE, Lippman M (2012) A new mouse model for the study of human breast cancer metastasis. PLoS One 7(10):e47995CrossRef
23.
go back to reference Kim MY, Oskarsson T, Acharyya S, Nguyen DX, Zhang XH, Norton L et al (2009) Tumor self-seeding by circulating cancer cells. Cell. 139(7):1315–1326CrossRef Kim MY, Oskarsson T, Acharyya S, Nguyen DX, Zhang XH, Norton L et al (2009) Tumor self-seeding by circulating cancer cells. Cell. 139(7):1315–1326CrossRef
24.
go back to reference Wang WC, Zhang XF, Peng J, Li XF, Wang AL, Bie YQ et al (2018) Survival mechanisms and influence factors of circulating tumor cells. Biomed Res Int 2018:6304701PubMedPubMedCentral Wang WC, Zhang XF, Peng J, Li XF, Wang AL, Bie YQ et al (2018) Survival mechanisms and influence factors of circulating tumor cells. Biomed Res Int 2018:6304701PubMedPubMedCentral
25.
go back to reference Dondossola E, Dobroff AS, Marchiò S, Cardó-Vila M, Hosoya H, Libutti SK, Corti A, Sidman RL, Arap W, Pasqualini R (2016) Self-targeting of TNF-releasing cancer cells in preclinical models of primary and metastatic tumors. Proc Natl Acad Sci U S A 113(8):2223–2228CrossRef Dondossola E, Dobroff AS, Marchiò S, Cardó-Vila M, Hosoya H, Libutti SK, Corti A, Sidman RL, Arap W, Pasqualini R (2016) Self-targeting of TNF-releasing cancer cells in preclinical models of primary and metastatic tumors. Proc Natl Acad Sci U S A 113(8):2223–2228CrossRef
26.
go back to reference Reinshagen C, Bhere D, Choi SH, Hutten S, Nesterenko I, Wakimoto H et al (2018) CRISPR-enhanced engineering of therapy-sensitive cancer cells for self-targeting of primary and metastatic tumors. Sci Transl Med 10(449) Reinshagen C, Bhere D, Choi SH, Hutten S, Nesterenko I, Wakimoto H et al (2018) CRISPR-enhanced engineering of therapy-sensitive cancer cells for self-targeting of primary and metastatic tumors. Sci Transl Med 10(449)
27.
go back to reference Parkins KM, Dubois VP, Kelly JJ, Chen Y, Knier NN, Foster PJ, Ronald JA (2020) Engineering circulating tumor cells as novel cancer theranostics. Theranostics. 10(17):7925–7937CrossRef Parkins KM, Dubois VP, Kelly JJ, Chen Y, Knier NN, Foster PJ, Ronald JA (2020) Engineering circulating tumor cells as novel cancer theranostics. Theranostics. 10(17):7925–7937CrossRef
28.
go back to reference Ding S, Sun X, Lu S, Wang Z, Chen X, Shen K (2021) Association of molecular subtype concordance and survival outcome in synchronous and metachronous bilateral breast cancer. Breast. 57:71–79CrossRef Ding S, Sun X, Lu S, Wang Z, Chen X, Shen K (2021) Association of molecular subtype concordance and survival outcome in synchronous and metachronous bilateral breast cancer. Breast. 57:71–79CrossRef
29.
go back to reference Baretta Z, Olopade OI, Huo D (2015) Heterogeneity in hormone-receptor status and survival outcomes among women with synchronous and metachronous bilateral breast cancers. Breast. 24(2):131–136CrossRef Baretta Z, Olopade OI, Huo D (2015) Heterogeneity in hormone-receptor status and survival outcomes among women with synchronous and metachronous bilateral breast cancers. Breast. 24(2):131–136CrossRef
30.
go back to reference Dhadlie S, Whitfield J, Hendahewa R (2018) Synchronous bilateral breast cancer: a case report of heterogeneous estrogen receptor status. Int J Surg Case Rep 53:102–106CrossRef Dhadlie S, Whitfield J, Hendahewa R (2018) Synchronous bilateral breast cancer: a case report of heterogeneous estrogen receptor status. Int J Surg Case Rep 53:102–106CrossRef
31.
go back to reference Schwentner L, Wolters R, Wischnewsky M, Kreienberg R, Wöckel A (2012) Survival of patients with bilateral versus unilateral breast cancer and impact of guideline adherent adjuvant treatment: a multi-centre cohort study of 5292 patients. Breast. 21(2):171–177CrossRef Schwentner L, Wolters R, Wischnewsky M, Kreienberg R, Wöckel A (2012) Survival of patients with bilateral versus unilateral breast cancer and impact of guideline adherent adjuvant treatment: a multi-centre cohort study of 5292 patients. Breast. 21(2):171–177CrossRef
32.
go back to reference Paschall AV, Liu K (2016) An orthotopic mouse model of spontaneous breast cancer metastasis. J Vis Exp 114:54040 Paschall AV, Liu K (2016) An orthotopic mouse model of spontaneous breast cancer metastasis. J Vis Exp 114:54040
33.
go back to reference Eyre R, Alférez DG, Spence K, Kamal M, Shaw FL, Simões BM, Santiago-Gómez A, Sarmiento-Castro A, Bramley M, Absar M, Saad Z, Chatterjee S, Kirwan C, Gandhi A, Armstrong AC, Wardley AM, O’Brien CS, Farnie G, Howell SJ, Clarke RB (2016) Patient-derived mammosphere and xenograft tumour initiation correlates with progression to metastasis. J Mammary Gland Biol Neoplasia 21(3-4):99–109CrossRef Eyre R, Alférez DG, Spence K, Kamal M, Shaw FL, Simões BM, Santiago-Gómez A, Sarmiento-Castro A, Bramley M, Absar M, Saad Z, Chatterjee S, Kirwan C, Gandhi A, Armstrong AC, Wardley AM, O’Brien CS, Farnie G, Howell SJ, Clarke RB (2016) Patient-derived mammosphere and xenograft tumour initiation correlates with progression to metastasis. J Mammary Gland Biol Neoplasia 21(3-4):99–109CrossRef
34.
go back to reference Bao L, Messer K, Schwab R, Harismendy O, Pu M, Crain B, Yost S, Frazer KA, Rana B, Hasteh F, Wallace A, Parker BA (2015) Mutational profiling can establish clonal or independent origin in synchronous bilateral breast and other tumors. PLoS One 10(11):e0142487CrossRef Bao L, Messer K, Schwab R, Harismendy O, Pu M, Crain B, Yost S, Frazer KA, Rana B, Hasteh F, Wallace A, Parker BA (2015) Mutational profiling can establish clonal or independent origin in synchronous bilateral breast and other tumors. PLoS One 10(11):e0142487CrossRef
Metadata
Title
Molecular Imaging Reveals a High Degree of Cross-Seeding of Spontaneous Metastases in a Novel Mouse Model of Synchronous Bilateral Breast Cancer
Authors
Shirley Liu
Nivin N Nyström
John J Kelly
Amanda M Hamilton
Yanghao Fu
John A Ronald
Publication date
01-02-2022
Publisher
Springer International Publishing
Published in
Molecular Imaging and Biology / Issue 1/2022
Print ISSN: 1536-1632
Electronic ISSN: 1860-2002
DOI
https://doi.org/10.1007/s11307-021-01630-z

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