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Le MCN, Chen D, Smith KA, Tran DD, Fan ZH. Microfluidic isolation and release of live disseminated breast tumor cells in bone marrow. PLoS One 2025; 20:e0319392. [PMID: 40073025 PMCID: PMC11902295 DOI: 10.1371/journal.pone.0319392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 01/31/2025] [Indexed: 03/14/2025] Open
Abstract
Breast cancer represents a significant therapeutic challenge due to its aggressive nature and resistance to treatment. A major cause of treatment failure in breast cancer is the presence of rare, low-proliferative disseminated tumor cells (DTCs) in distant organs including the bone marrow. This study introduced a microfluidic-based approach to improve the immunodetection and isolation of these rare DTCs for downstream analysis, with an emphasis on optimizing immunocapture, release, and enrichment methods of live DTCs as compared to the standard approach for blood-borne circulating tumor cells (CTCs). EGFR (epidermal growth factor receptor) and EpCAM (epithelial cell adhesion molecule), two key cell surface markers in breast cancer, were validated as efficient cell capture targets for DTCs within microfluidic chambers. Furthermore, we demonstrated that a combination of 0.25% trypsin and impulse was the most effective for releasing captured cells, maintaining high viability, and preserving essential cellular characteristics. Using a metastatic mouse breast cancer model, we achieved a 47.9-fold enrichment of live DTCs. Analysis of blood and bone marrow samples obtained from a breast cancer patient with minimal residual disease at two timepoints revealed a reduction in CTCs and an increase in DTCs following adjuvant chemotherapy. This observation suggested a potential dynamic interplay between CTCs and DTCs in response to therapy. Our results underscore the potential of the microfluidic approach in enhancing DTC detection and shed light on the importance of monitoring both CTCs and DTCs in breast cancer prognosis and treatment response assessment.
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Affiliation(s)
- Minh-Chau N. Le
- Department of Mechanical and Aerospace Engineering, Interdisciplinary Microsystems Group, Gainesville, Florida, United States of America
| | - Dongjiang Chen
- Division of Neuro-Oncology, USC Keck Brain Tumor Center, University of Southern California Keck School of Medicine, Los Angeles, California, United States of America
| | - Kierstin A. Smith
- Department of Mechanical and Aerospace Engineering, Interdisciplinary Microsystems Group, Gainesville, Florida, United States of America
| | - David D. Tran
- Division of Neuro-Oncology, USC Keck Brain Tumor Center, University of Southern California Keck School of Medicine, Los Angeles, California, United States of America
| | - Z. Hugh Fan
- Department of Mechanical and Aerospace Engineering, Interdisciplinary Microsystems Group, Gainesville, Florida, United States of America
- J. Crayton Pruitt Family Department of Biomedical Engineering, GainesvilleFlorida, United States of America
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So KWL, Su Z, Cheung JPY, Choi SW. Single-Cell Analysis of Bone-Marrow-Disseminated Tumour Cells. Diagnostics (Basel) 2024; 14:2172. [PMID: 39410576 PMCID: PMC11475990 DOI: 10.3390/diagnostics14192172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 09/17/2024] [Accepted: 09/18/2024] [Indexed: 10/20/2024] Open
Abstract
Metastasis frequently targets bones, where cancer cells from the primary tumour migrate to the bone marrow, initiating new tumour growth. Not only is bone the most common site for metastasis, but it also often marks the first site of metastatic recurrence. Despite causing over 90% of cancer-related deaths, effective treatments for bone metastasis are lacking, with current approaches mainly focusing on palliative care. Circulating tumour cells (CTCs) are pivotal in metastasis, originating from primary tumours and circulating in the bloodstream. They facilitate metastasis through molecular interactions with the bone marrow environment, involving direct cell-to-cell contacts and signalling molecules. CTCs infiltrate the bone marrow, transforming into disseminated tumour cells (DTCs). While some DTCs remain dormant, others become activated, leading to metastatic growth. The presence of DTCs in the bone marrow strongly correlates with future bone and visceral metastases. Research on CTCs in peripheral blood has shed light on their release mechanisms, yet investigations into bone marrow DTCs have been limited. Challenges include the invasiveness of bone marrow aspiration and the rarity of DTCs, complicating their isolation. However, advancements in single-cell analysis have facilitated insights into these elusive cells. This review will summarize recent advancements in understanding bone marrow DTCs using single-cell analysis techniques.
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Affiliation(s)
| | | | | | - Siu-Wai Choi
- Department of Orthopaedics and Traumatology, School of Clinical Medicine, Faculty of Medicine, The University of Hong Kong, Hong Kong, China; (K.W.L.S.); (Z.S.); (J.P.Y.C.)
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M Saini V, Oner E, Ward MP, Hurley S, Henderson BD, Lewis F, Finn SP, Fitzmaurice GJ, O'Leary JJ, O'Toole S, O'Driscoll L, Gately K. A comparative study of circulating tumor cell isolation and enumeration technologies in lung cancer. Mol Oncol 2024. [PMID: 39105395 DOI: 10.1002/1878-0261.13705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 06/17/2024] [Accepted: 07/19/2024] [Indexed: 08/07/2024] Open
Abstract
Circulating tumor cells (CTCs) have potential as diagnostic, prognostic, and predictive biomarkers in solid tumors. Despite Food and Drug Administration (FDA) approval of CTC devices in various cancers, the rarity and heterogeneity of CTCs in lung cancer make them technically challenging to isolate and analyze, hindering their clinical integration. Establishing a consensus through comparative analysis of different CTC systems is warranted. This study aimed to evaluate seven different CTC enrichment methods across five technologies using a standardized spike-in protocol: the CellMag™ (EpCAM-dependent enrichment), EasySep™ and RosetteSep™ (blood cell depletion), and the Parsortix® PR1 and the new design Parsortix® Prototype (PP) (size- and deformability-based enrichment). The Parsortix® systems were also evaluated for any differences in recovery rates between cell harvest versus in-cassette staining. Healthy donor blood (5 mL) was spiked with 100 fluorescently labeled EpCAMhigh H1975 cells, processed through each system, and the isolation efficiency was calculated. The CellMag™ had the highest recovery rate (70 ± 14%), followed by Parsortix® PR1 in-cassette staining, while the EasySep™ had the lowest recovery (18 ± 8%). Additional spike-in experiments were performed with EpCAMmoderate A549 and EpCAMlow H1299 cells using the CellMag™ and Parsortix® PR1 in-cassette staining. The recovery rate of CellMag™ significantly reduced to 35 ± 14% with A549 cells and 1 ± 1% with H1299 cells. However, the Parsortix® PR1 in-cassette staining showed cell phenotype-independent and consistent recovery rates among all lung cancer cell lines: H1975 (49 ± 2%), A549 (47 ± 10%), and H1299 (52 ± 10%). Furthermore, we demonstrated that the Parsortix® PR1 in-cassette staining method is capable of isolating heterogeneous single CTCs and cell clusters from patient samples. The Parsortix® PR1 in-cassette staining, capable of isolating different phenotypes of CTCs as either single cells or cell clusters with consistent recovery rates, is considered optimal for CTC enrichment for lung cancer, albeit needing further optimization and validation.
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Affiliation(s)
- Volga M Saini
- Thoracic Oncology Research Group, Trinity Translational Medicine Institute, St James's Hospital, Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity College Dublin, Ireland
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
| | - Ezgi Oner
- Thoracic Oncology Research Group, Trinity Translational Medicine Institute, St James's Hospital, Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity College Dublin, Ireland
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
| | - Mark P Ward
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Obstetrics and Gynaecology, School of Medicine, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | - Sinead Hurley
- Thoracic Oncology Research Group, Trinity Translational Medicine Institute, St James's Hospital, Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity College Dublin, Ireland
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Obstetrics and Gynaecology, School of Medicine, Trinity College Dublin, Ireland
| | - Brian David Henderson
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Obstetrics and Gynaecology, School of Medicine, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | - Faye Lewis
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Obstetrics and Gynaecology, School of Medicine, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | - Stephen P Finn
- Thoracic Oncology Research Group, Trinity Translational Medicine Institute, St James's Hospital, Dublin, Ireland
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | | | - John J O'Leary
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | - Sharon O'Toole
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Obstetrics and Gynaecology, School of Medicine, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | - Lorraine O'Driscoll
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Ireland
- Trinity Biomedical Sciences Institute, Trinity College Dublin, Ireland
| | - Kathy Gately
- Thoracic Oncology Research Group, Trinity Translational Medicine Institute, St James's Hospital, Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity College Dublin, Ireland
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
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Volmer LL, Grube M, Rohner A, McAlpine JN, Talhouk A, Lum A, Matovina S, Kommoss S, Staebler A, Brucker SY, Walter CB. Prognostic Significance of Disseminated Tumor Cells in Bone Marrow for Endometrial Carcinoma Patients. J Clin Med 2024; 13:4489. [PMID: 39124757 PMCID: PMC11313439 DOI: 10.3390/jcm13154489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 07/22/2024] [Accepted: 07/30/2024] [Indexed: 08/12/2024] Open
Abstract
Background: Until now, limited clinical significance had been reported for disseminated tumor cells (DTCs) in gynecologic malignancies. DTCs were previously reported not to be associated with established risk factors, L1CAM immunoreactivity, and outcome in endometrial carcinoma (EC). This study's primary objective was to investigate potential correlations of DTCs in the bone marrow (BM) of EC patients with disease-related survival, and a secondary objective was to evaluate associations between molecular classification of EC and DTCs. Methods: Patients treated for primary EC at Tuebingen University women's hospital between 2003 and 2016 were identified. A total of 402 patients with a complete set of BM cytology, molecular, and clinical data were evaluable. Results: DTC occurrence was distributed equally among all four molecular groups (p = 0.651). DTC positivity was associated with a less favorable disease-free survival (HR: 1.86, 95% CI: 1.03-3.36, p = 0.036) and progression-free survival (HR: 1.86, 95% CI: 1.01-3.44, p = 0.045). Presence of DTCs was associated with a higher frequency of distant disease recurrence (p = 0.017). Conclusions: In line with our previous findings, tumor cell dissemination is not associated with molecular features in our large cohort of primary EC patients. Since DTCs seem to be associated with survival and location of disease recurrence, further studies are needed to decisively define their role in EC survival.
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Affiliation(s)
- Léa Louise Volmer
- Department of Women’s Health, Tübingen University, 72074 Tübingen, Germany (S.Y.B.)
| | - Marcel Grube
- Women’s Hospital, Diakonie-Klinikum, 74523 Schwäbisch Hall, Germany
| | - Annika Rohner
- Department of Women’s Health, Tübingen University, 72074 Tübingen, Germany (S.Y.B.)
| | - Jessica Nell McAlpine
- Department of Gynecology and Obstetrics, Division of Gynecologic Oncology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Aline Talhouk
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC V6T 1Z4, Canada (A.L.)
| | - Amy Lum
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC V6T 1Z4, Canada (A.L.)
| | - Sabine Matovina
- Department of Women’s Health, Tübingen University, 72074 Tübingen, Germany (S.Y.B.)
| | - Stefan Kommoss
- Women’s Hospital, Diakonie-Klinikum, 74523 Schwäbisch Hall, Germany
| | - Annette Staebler
- Institute of Pathology, Tübingen University, 72074 Tübingen, Germany
| | - Sara Yvonne Brucker
- Department of Women’s Health, Tübingen University, 72074 Tübingen, Germany (S.Y.B.)
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Volmer LL, Önder CE, Volz B, Singh AR, Brucker SY, Engler T, Hartkopf AD, Koch A. Microfluidic Isolation of Disseminated Tumor Cells from the Bone Marrow of Breast Cancer Patients. Int J Mol Sci 2023; 24:13930. [PMID: 37762233 PMCID: PMC10531360 DOI: 10.3390/ijms241813930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/04/2023] [Accepted: 09/06/2023] [Indexed: 09/29/2023] Open
Abstract
Disseminated tumor cells (DTCs) in the bone marrow (BM) of breast cancer (BC) patients are putative precursors of metastatic disease, and their presence is associated with an adverse clinical outcome. To achieve the personalization of therapy on a clinical routine level, the characterization of DTCs and in vitro drug testing on DTCs are of great interest. Therefore, biobanking methods, as well as novel approaches to DTC isolation, need to be developed. In this study, we established a protocol for the biobanking of BM samples and evaluated a microfluidic-based separation system (Parsortix®) for the enrichment of cryopreserved DTCs. We were able to successfully isolate viable DTCs after the prior cryopreservation of BM samples. We calculated a significant increase of up to 90-fold in harvested DTCs with the proposed method compared to the current standard techniques, opening up new analysis possibilities for DTCs. Our advanced method further presents options for 3D DTC cultures, enabling the individualized testing of targeted therapies for BC patients. In conclusion, we present a novel approach for DTC enrichment, with possibilities for future clinical implications.
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Affiliation(s)
- Léa L. Volmer
- Research Institute for Women’s Health, University of Tübingen, 72076 Tübingen, Germany
- Department of Women’s Health, University of Tübingen, 72076 Tübingen, Germany
| | - Cansu E. Önder
- Research Institute for Women’s Health, University of Tübingen, 72076 Tübingen, Germany
| | - Barbara Volz
- Research Institute for Women’s Health, University of Tübingen, 72076 Tübingen, Germany
| | - Anjali R. Singh
- Research Institute for Women’s Health, University of Tübingen, 72076 Tübingen, Germany
| | - Sara Y. Brucker
- Department of Women’s Health, University of Tübingen, 72076 Tübingen, Germany
| | - Tobias Engler
- Department of Women’s Health, University of Tübingen, 72076 Tübingen, Germany
| | - Andreas D. Hartkopf
- Research Institute for Women’s Health, University of Tübingen, 72076 Tübingen, Germany
- Department of Women’s Health, University of Tübingen, 72076 Tübingen, Germany
| | - André Koch
- Research Institute for Women’s Health, University of Tübingen, 72076 Tübingen, Germany
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Choi HJ, Jung KM, Rengaraj D, Lee KY, Yoo E, Kim TH, Han JY. Single-cell RNA sequencing of mitotic-arrested prospermatogonia with DAZL::GFP chickens and revealing unique epigenetic reprogramming of chickens. J Anim Sci Biotechnol 2022; 13:64. [PMID: 35659766 PMCID: PMC9169296 DOI: 10.1186/s40104-022-00712-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 04/01/2022] [Indexed: 11/21/2022] Open
Abstract
Background Germ cell mitotic arrest is conserved in many vertebrates, including birds, although the time of entry or exit into quiescence phase differs. Mitotic arrest is essential for the normal differentiation of male germ cells into spermatogonia and accompanies epigenetic reprogramming and meiosis inhibition from embryonic development to post-hatch. However, mitotic arrest was not well studied in chickens because of the difficulty in obtaining pure germ cells from relevant developmental stage. Results We performed single-cell RNA sequencing to investigate transcriptional dynamics of male germ cells during mitotic arrest in DAZL::GFP chickens. Using differentially expressed gene analysis and K-means clustering to analyze cells at different developmental stages (E12, E16, and hatch), we found that metabolic and signaling pathways were regulated, and that the epigenome was reprogrammed during mitotic arrest. In particular, we found that histone H3K9 and H3K14 acetylation (by HDAC2) and DNA demethylation (by DNMT3B and HELLS) led to a transcriptionally permissive chromatin state. Furthermore, we found that global DNA demethylation occurred gradually after the onset of mitotic arrest, indicating that the epigenetic-reprogramming schedule of the chicken genome differs from that of the mammalian genome. DNA hypomethylation persisted after hatching, and methylation was slowly re-established 3 weeks later. Conclusions We found a unique epigenetic-reprogramming schedule of mitotic-arrested chicken prospermatogonia and prolonged hypomethylation after hatching. This will provide a foundation for understanding the process of germ-cell epigenetic regulation in several species for which this process is not clearly described. Our findings on the biological processes related to sex-specific differentiation of prospermatogonia could help studying germline development in vitro more elaborately. Supplementary Information The online version contains supplementary material available at 10.1186/s40104-022-00712-4.
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Affiliation(s)
- Hyeon Jeong Choi
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, 08826, South Korea
| | - Kyung Min Jung
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, 08826, South Korea
| | - Deivendran Rengaraj
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, 08826, South Korea
| | - Kyung Youn Lee
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, 08826, South Korea
| | - Eunhui Yoo
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, 08826, South Korea
| | - Tae Hyun Kim
- Department of Animal Science, Pennsylvania State University, State College, PA, 16801, USA
| | - Jae Yong Han
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, 08826, South Korea.
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