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Toker P, Ayten H, Demiralay ÖD, Bınarcı B, Turan G, Olgun ÇE, Yaşar P, Akman HB, Muyan M. A reappraisal of cell cycle phase enrichment in synchronized estrogen receptor-positive cell models derived from breast adenocarcinomas. Sci Rep 2025; 15:5949. [PMID: 39966575 PMCID: PMC11836305 DOI: 10.1038/s41598-025-90456-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 02/13/2025] [Indexed: 02/20/2025] Open
Abstract
17β-estradiol (E2), the main circulating estrogen hormone, is a critical signaling factor for the growth, differentiation, and function of breast epithelial cells. The effects of E2 on the breast tissue are primarily mediated by the estrogen receptor α (ERα). Deregulation of the E2-ERα signaling contributes to the initiation/progression of breast cancer and resistance to treatments. Cell lines from breast adenocarcinomas as in vitro model systems provide invaluable insight into cellular events, drug discovery, and drug resistance. Among ERα-synthesizing cell lines, MCF7 and T47D cells are widely used to elucidate cell cycle phase-specific molecular events that coordinate cellular proliferation mediated by E2-ERα. Due to variable results in generating phase-enriched populations with various approaches, we wanted to reassess cell cycle synchronization-coupled phase enrichment with charcoal dextran-treated fetal bovine serum, CD-FBS, as an effective hormone withdrawal approach, alone or in combination with excess thymidine, as a DNA replication inhibitor, and/or nocodazole, a microtubule poison, in MCF7 and T47D cells. We find that hormone withdrawal synchronizes both MCF7 and T47D cells at the G0/G1 phase. Supplementation of CD-FBS with E2 enriches the S phase population. E2 with nocodazole and nocodazole-coupled mitotic shake-off augments the G2/M phase population of MCF7 cells. However, the double thymidine block approach with nocodazole or nocodazole-coupled mitotic shake-off is more effective in enriching S and G2/M phase populations of T47D cells. Our results highlight the differential efficacy of synchronization approaches in MCF7 and T47D cells that could provide a framework for cell cycle-specific applications in breast cancer research.
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Affiliation(s)
- Pelin Toker
- Department of Biological Sciences, Middle East Technical University, 06800, Çankaya-Ankara, Türkiye
| | - Hazal Ayten
- Department of Biological Sciences, Middle East Technical University, 06800, Çankaya-Ankara, Türkiye
| | - Öykü Deniz Demiralay
- Department of Biological Sciences, Middle East Technical University, 06800, Çankaya-Ankara, Türkiye
- Paul Langerhans Institute Dresden (PLID) of Helmholtz Center Munich at the University Clinic Carl Gustav Carus of TU Dresden, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Büşra Bınarcı
- Department of Biological Sciences, Middle East Technical University, 06800, Çankaya-Ankara, Türkiye
| | - Gizem Turan
- Department of Biological Sciences, Middle East Technical University, 06800, Çankaya-Ankara, Türkiye
| | - Çağla Ece Olgun
- Department of Biological Sciences, Middle East Technical University, 06800, Çankaya-Ankara, Türkiye
| | - Pelin Yaşar
- Department of Biological Sciences, Middle East Technical University, 06800, Çankaya-Ankara, Türkiye
- Current Address: Epigenetics and Stem Cell Biology Laboratory, Single Cell Dynamics Group, National Institute of Environmental Health Sciences, Research Triangle Park, NC, 27709, USA
| | - Hesna Begüm Akman
- Department of Biological Sciences, Middle East Technical University, 06800, Çankaya-Ankara, Türkiye
| | - Mesut Muyan
- Department of Biological Sciences, Middle East Technical University, 06800, Çankaya-Ankara, Türkiye.
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Han H, Wang S, Shahbazi MA, Du Y, Zuhorn IS, Li J, Chen J, Chen Y, Bártolo R, Cui W, Santos HA. Local glycolysis-modulating hydrogel microspheres for a combined anti-tumor and anti-metastasis strategy through metabolic trapping strategy. J Control Release 2025; 378:320-333. [PMID: 39689815 DOI: 10.1016/j.jconrel.2024.12.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 09/10/2024] [Accepted: 12/12/2024] [Indexed: 12/19/2024]
Abstract
Anti-glycolysis is well-recognized for inhibition of tumor proliferation. However, tumor metabolic heterogeneity confers great challenges in the therapeutic efficacy of glycolysis inhibitors. Here, a metabolic trapping strategy was employed to avoid metabolism heterogeneity in tumors. Unlike usual glycolysis inhibition, the glycolysis level was first promoted. Then excessive metabolite of lactate was transformed into H2O2 and hydroxyl radical by lactate oxidase (LOX) and MIL-101 (Fe) nanoparticles (MF). Finally, the ATP production was inhibited, and the tumor was suppressed by the generation of toxic reactive oxygen species (ROS). We realized this strategy via methacrylated gelatin (GelMA) hydrogel microspheres, co-loaded with metformin (MET) and LOX@MF. The results showed that MET was completely released within 2 h, followed by most LOX@MF released within 72 h. LOX@MF and MET synergistically suppressed tumor proliferation and angiogenesis both in vitro and in vivo. Compared with control, the primary tumor volume was reduced by 75.7 %, and the average number of lung metastasis nodules decreased from 15.5 to 1.0. Regarding the metabolism, higher glycolytic enzymes expressions were observed initially, followed by lower lactate and vascular endothelial growth factor (VEGF), and finally elevated ROS levels. Overall, our study provides new insights to improve metabolism heterogeneity-limited metabolic cancer therapy.
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Affiliation(s)
- Huijie Han
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China; Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen (UMCG), University of Groningen, 9713 AV Groningen, the Netherlands; Department of Biology, College of Chemistry and Life Science, Beijing University of Technology, Beijing, 100124 P. R. China
| | - Shiqi Wang
- Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, FI-00014 Helsinki, Finland
| | - Mohammad-Ali Shahbazi
- Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen (UMCG), University of Groningen, 9713 AV Groningen, the Netherlands
| | - Yawei Du
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China
| | - Inge S Zuhorn
- Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen (UMCG), University of Groningen, 9713 AV Groningen, the Netherlands
| | - Jiachen Li
- Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen (UMCG), University of Groningen, 9713 AV Groningen, the Netherlands
| | - Jie Chen
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China
| | - Yu Chen
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China
| | - Raquel Bártolo
- Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen (UMCG), University of Groningen, 9713 AV Groningen, the Netherlands
| | - Wenguo Cui
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China.
| | - Hélder A Santos
- Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen (UMCG), University of Groningen, 9713 AV Groningen, the Netherlands; Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, FI-00014 Helsinki, Finland.
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3
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Han H, Wang S, Shahbazi MA, Zuhorn IS, Cai Z, Chen J, Li J, Chen Y, Du Y, Bártolo R, Chen L, Santos HA, Cui W. Reactive oxygen species switcher via MnO 2-coated Prussian blue loaded hyaluronic acid methacrylate hydrogel microspheres for local anti-tumor treatment. J Control Release 2025; 378:350-364. [PMID: 39701450 DOI: 10.1016/j.jconrel.2024.12.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Revised: 12/11/2024] [Accepted: 12/15/2024] [Indexed: 12/21/2024]
Abstract
ROS-induced therapy can eradicate breast tumors when combined with thermal ablation, but excessive ROS also threatens peritumoral tissue with inflammation. To eradicate tumors and avoid inflammatory sequela, it is necessary to generate ROS in treatment stage and scavenge ROS in prognostic stage. However, it is a great challenge to reverse ROS in different stages. Herein, the "ROS switcher" of MnO2-coated Prussian blue (PM) is loaded in hyaluronic acid methacrylate (HAMA) hydrogel microspheres, combining ROS generation by Mn-mediated Fenton-like reaction, and ROS scavenging by Fe3+/2+ electron transfer. Firstly, it is ROS generator that oxidatively damages biomacromolecules in residual tumors, then it is ROS scavenger that reduces pro-inflammatory cytokines and oxidation stress in peritumoral skin. Glucose oxidase is immobilized in HAMA microspheres to enhance ROS supply by catalyzing glucose into H2O2, degrading MnO2 into Mn2+, and providing H2O2 for a Fenton-like reaction. After MnO2 degradation, Prussian blue is gradually exposed and scavenges ROS, thus defending oxidative skin damage and alleviating ROS-stimulated inflammation. In vitro results indicate that the microsphere supplied sustained ROS for up to 5 days, and H2O2-degraded PM (0.2 mg mL-1) scavenged 500 μM H2O2. In vivo results confirm that 4/6 breast tumors were eradicated while pro-inflammatory cytokines were significantly reduced with ROS level in peri-tumoral skin. In summary, ROS switcher is developed by Mn-mediated nano-shell peeling and achieves tumor eradication and post-operative skin repair after thermal ablation of the breast tumor.
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Affiliation(s)
- Huijie Han
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China; Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen, University of Groningen, 9713 AV Groningen, the Netherlands; Department of Biology, College of Chemistry and Life Science, Beijing University of Technology, Beijing, 100124 P. R. China
| | - Shiqi Wang
- Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, FI-00014 Helsinki, Finland
| | - Mohammad-Ali Shahbazi
- Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen, University of Groningen, 9713 AV Groningen, the Netherlands
| | - Inge S Zuhorn
- Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen, University of Groningen, 9713 AV Groningen, the Netherlands
| | - Zhengwei Cai
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China
| | - Jie Chen
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China
| | - Jiachen Li
- Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen, University of Groningen, 9713 AV Groningen, the Netherlands
| | - Yu Chen
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China
| | - Yawei Du
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China
| | - Raquel Bártolo
- Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen, University of Groningen, 9713 AV Groningen, the Netherlands
| | - Liang Chen
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China
| | - Hélder A Santos
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China; Department of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen, University of Groningen, 9713 AV Groningen, the Netherlands; Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, FI-00014 Helsinki, Finland.
| | - Wenguo Cui
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China.
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Nkonde KA, Cheung SM, Senn N, He J. Understanding cellular proliferation activity in breast cancer using multi-compartment model of transverse relaxation time mapping on 3T MRI. Front Oncol 2025; 15:1482112. [PMID: 39949748 PMCID: PMC11821498 DOI: 10.3389/fonc.2025.1482112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Accepted: 01/08/2025] [Indexed: 02/16/2025] Open
Abstract
Introduction Precise understanding of proliferative activity in breast cancer holds significant value in the monitoring of neoadjuvant treatment, while current immunostaining of Ki-67 from biopsy or resected tumour suffers from partial sampling error. Multi-compartment model of transverse relaxation time has been proposed to differentiate intra- and extra-cellular space and biochemical environment but susceptible to noise, with recent development of Bayesian algorithm suggested to improve robustness. We hence hypothesise that intra- and extra-cellular transverse relaxation times using Bayesian algorithm might be sensitive to proliferative activity. Materials and methods Twenty whole tumour specimens freshly excised from patients with invasive ductal carcinoma were scanned on a 3 T clinical scanner. The overall transverse relaxation time was computed using a single-compartment model with the non-linear least squares algorithm, while intra- and extra-cellular transverse relaxation times were computed using a multi-compartment model with the Bayesian algorithm. Immunostaining of Ki-67 was conducted, yielding 9 and 11 cases with high and low proliferating activities respectively. Results For single-compartment model, there was a significant higher overall transverse relaxation time (p = 0.031) in high (83.55 ± 7.38 ms) against low (73.30 ± 11.30 ms) proliferating tumours. For multi-compartment model, there was a significant higher intra-cellular transverse relaxation time (p = 0.047) in high (73.52 ± 10.92 ms) against low (61.30 ± 14.01 ms) proliferating tumours. There was no significant difference in extra-cellular transverse relaxation time (p = 0.203) between high and low proliferating tumours. Conclusions Overall and Bayesian intra-cellular transverse relaxation times are associated with proliferative activities in breast tumours, potentially serving as a non-invasive imaging marker for neoadjuvant treatment monitoring.
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Affiliation(s)
- Kangwa Alex Nkonde
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
- Department of Physics, School of Natural and Applied Sciences, Mulungushi University, Kabwe, Zambia
| | - Sai Man Cheung
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Nicholas Senn
- Institute of Medical Sciences, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, United Kingdom
| | - Jiabao He
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
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5
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Meyer A, Mortensen L, Miller KA, Miller WA, Fader RF, Wuertz BR, Ondrey FG. Use of modified human hemangioma tissue cultures and human umbilical vein endothelial cell cultures to gain mechanistic insights into imiquimod treatment for infantile hemangioma. In Vitro Cell Dev Biol Anim 2025; 61:36-45. [PMID: 39472422 DOI: 10.1007/s11626-024-00978-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 09/03/2024] [Indexed: 02/06/2025]
Abstract
Infantile hemangiomas (IH) are a common entity encountered by dermatologists, otolaryngologists, and other surgeons. Oral propranolol is a mainstay of treatment for IH and is well-tolerated, though propranolol-refractory IH and other drug-related adverse events are documented and can limit its usage. There are few in vitro testing systems for putative treatment agents. To address this, we modified a tissue culture system for human hemangioma treatment testing to evaluate the treatment impact of the immune modifier, imiquimod. Human umbilical vein endothelial cells (HUVEC) and hemangioma cultures were treated with several concentrations of imiquimod followed by MTT assays, reporter gene assays, PCR, ELISA, and Western blotting for IL-8, VEGF, Cyclin D1, and IFNα and immunohistochemistry for Cyclin D1 and Ki-67. HUVEC showed acute decreases in IL-8, VEGF, and Cyclin D1 promoter activity and increases in IFNα mRNA after imiquimod treatment. Hemangioma samples showed no change in Ki-67 or Cyclin D1 staining after treatment with imiquimod after 27 d, with significantly increased IL-8 and VEGF. From this preliminary analysis, we discerned that hemangioma tissues can be grown in tissue culture and used for drug treatment studies. We also conclude acute and chronic modulation of cell cycle, angiogenesis factors, and immunostimulatory conditions may be associated with imiquimod mechanisms of action in hemangioma involution.
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Affiliation(s)
- Abby Meyer
- Department of Otolaryngology, University of Minnesota, 420 Delaware St SE, MMC 396, Minneapolis, MN, 55455, USA
| | - Lindsey Mortensen
- Department of Otolaryngology, University of Minnesota, 420 Delaware St SE, MMC 396, Minneapolis, MN, 55455, USA.
| | - Kimberly A Miller
- Department of Otolaryngology, University of Minnesota, 420 Delaware St SE, MMC 396, Minneapolis, MN, 55455, USA
| | - Wendy A Miller
- Department of Otolaryngology, University of Minnesota, 420 Delaware St SE, MMC 396, Minneapolis, MN, 55455, USA
| | - Ryan F Fader
- Department of Otolaryngology, University of Minnesota, 420 Delaware St SE, MMC 396, Minneapolis, MN, 55455, USA
| | - Beverly R Wuertz
- Department of Otolaryngology, University of Minnesota, 420 Delaware St SE, MMC 396, Minneapolis, MN, 55455, USA
| | - Frank G Ondrey
- Department of Otolaryngology, University of Minnesota, 420 Delaware St SE, MMC 396, Minneapolis, MN, 55455, USA
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Lucas O, Ward S, Zaidi R, Bunkum A, Frankell AM, Moore DA, Hill MS, Liu WK, Marinelli D, Lim EL, Hessey S, Naceur-Lombardelli C, Rowan A, Purewal-Mann SK, Zhai H, Dietzen M, Ding B, Royle G, Aparicio S, McGranahan N, Jamal-Hanjani M, Kanu N, Swanton C, Zaccaria S. Characterizing the evolutionary dynamics of cancer proliferation in single-cell clones with SPRINTER. Nat Genet 2025; 57:103-114. [PMID: 39614124 PMCID: PMC11735394 DOI: 10.1038/s41588-024-01989-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 10/15/2024] [Indexed: 12/01/2024]
Abstract
Proliferation is a key hallmark of cancer, but whether it differs between evolutionarily distinct clones co-existing within a tumor is unknown. We introduce the Single-cell Proliferation Rate Inference in Non-homogeneous Tumors through Evolutionary Routes (SPRINTER) algorithm that uses single-cell whole-genome DNA sequencing data to enable accurate identification and clone assignment of S- and G2-phase cells, as assessed by generating accurate ground truth data. Applied to a newly generated longitudinal, primary-metastasis-matched dataset of 14,994 non-small cell lung cancer cells, SPRINTER revealed widespread clone proliferation heterogeneity, orthogonally supported by Ki-67 staining, nuclei imaging and clinical imaging. We further demonstrated that high-proliferation clones have increased metastatic seeding potential, increased circulating tumor DNA shedding and clone-specific altered replication timing in proliferation- or metastasis-related genes associated with expression changes. Applied to previously generated datasets of 61,914 breast and ovarian cancer cells, SPRINTER revealed increased single-cell rates of different genomic variants and enrichment of proliferation-related gene amplifications in high-proliferation clones.
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Affiliation(s)
- Olivia Lucas
- Computational Cancer Genomics Research Group, University College London Cancer Institute, London, UK
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
- University College London Hospitals, London, UK
| | - Sophia Ward
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
- Genomics Science Technology Platform, The Francis Crick Institute, London, UK
| | - Rija Zaidi
- Computational Cancer Genomics Research Group, University College London Cancer Institute, London, UK
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Abigail Bunkum
- Computational Cancer Genomics Research Group, University College London Cancer Institute, London, UK
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Metastasis Laboratory, University College London Cancer Institute, London, UK
| | - Alexander M Frankell
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - David A Moore
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
- Department of Cellular Pathology, University College London Hospitals, London, UK
| | - Mark S Hill
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Wing Kin Liu
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Metastasis Laboratory, University College London Cancer Institute, London, UK
| | - Daniele Marinelli
- Cancer Metastasis Laboratory, University College London Cancer Institute, London, UK
- Cancer Genome Evolution Research Group, University College London Cancer Institute, London, UK
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Emilia L Lim
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Sonya Hessey
- Computational Cancer Genomics Research Group, University College London Cancer Institute, London, UK
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- University College London Hospitals, London, UK
- Cancer Metastasis Laboratory, University College London Cancer Institute, London, UK
| | | | - Andrew Rowan
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | | | - Haoran Zhai
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Michelle Dietzen
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
- Cancer Genome Evolution Research Group, University College London Cancer Institute, London, UK
| | - Boyue Ding
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Gary Royle
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Samuel Aparicio
- Department of Molecular Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nicholas McGranahan
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Genome Evolution Research Group, University College London Cancer Institute, London, UK
| | - Mariam Jamal-Hanjani
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- University College London Hospitals, London, UK
- Cancer Metastasis Laboratory, University College London Cancer Institute, London, UK
| | - Nnennaya Kanu
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
| | - Charles Swanton
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK.
- University College London Hospitals, London, UK.
| | - Simone Zaccaria
- Computational Cancer Genomics Research Group, University College London Cancer Institute, London, UK.
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
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7
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Ekholm A, Wang Y, Vallon-Christersson J, Boissin C, Rantalainen M. Prediction of gene expression-based breast cancer proliferation scores from histopathology whole slide images using deep learning. BMC Cancer 2024; 24:1510. [PMID: 39663527 PMCID: PMC11633006 DOI: 10.1186/s12885-024-13248-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Accepted: 11/25/2024] [Indexed: 12/13/2024] Open
Abstract
BACKGROUND In breast cancer, several gene expression assays have been developed to provide a more personalised treatment. This study focuses on the prediction of two molecular proliferation signatures: an 11-gene proliferation score and the MKI67 proliferation marker gene. The aim was to assess whether these could be predicted from digital whole slide images (WSIs) using deep learning models. METHODS WSIs and RNA-sequencing data from 819 invasive breast cancer patients were included for training, and models were evaluated on an internal test set of 172 cases as well as on 997 cases from a fully independent external test set. Two deep Convolutional Neural Network (CNN) models were optimised using WSIs and gene expression readouts from RNA-sequencing data of either the proliferation signature or the proliferation marker, and assessed using Spearman correlation (r). Prognostic performance was assessed through Cox proportional hazard modelling, estimating hazard ratios (HR). RESULTS Optimised CNNs successfully predicted the proliferation score and proliferation marker on the unseen internal test set (ρ = 0.691(p < 0.001) with R2 = 0.438, and ρ = 0.564 (p < 0.001) with R2 = 0.251 respectively) and on the external test set (ρ = 0.502 (p < 0.001) with R2 = 0.319, and ρ = 0.403 (p < 0.001) with R2 = 0.222 respectively). Patients with a high proliferation score or marker were significantly associated with a higher risk of recurrence or death in the external test set (HR = 1.65 (95% CI: 1.05-2.61) and HR = 1.84 (95% CI: 1.17-2.89), respectively). CONCLUSIONS The results from this study suggest that gene expression levels of proliferation scores can be predicted directly from breast cancer morphology in WSIs using CNNs and that the predictions provide prognostic information that could be used in research as well as in the clinical setting.
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Affiliation(s)
- Andreas Ekholm
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Box 281, Stockholm, 171 77, Sweden
| | - Yinxi Wang
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Box 281, Stockholm, 171 77, Sweden
| | | | - Constance Boissin
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Box 281, Stockholm, 171 77, Sweden
| | - Mattias Rantalainen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Box 281, Stockholm, 171 77, Sweden.
- MedTechLabs, BioClinicum, Karolinska University Hospital, Stockholm, Sweden.
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8
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Huang H, Xie J, Wang F, Jiao S, Li X, Wang L, Liu D, Wang C, Wei X, Tan P, Tu P, Li J, Hu Z. Commiphora myrrha n-hexane extract suppressed breast cancer progression through induction of G0/G1 phase arrest and apoptotic cell death by inhibiting the Cyclin D1/CDK4-Rb signaling pathway. Front Pharmacol 2024; 15:1425157. [PMID: 39161904 PMCID: PMC11330881 DOI: 10.3389/fphar.2024.1425157] [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: 04/29/2024] [Accepted: 07/22/2024] [Indexed: 08/21/2024] Open
Abstract
Background Breast cancer (BC) is one of the most frequently observed malignancies globally, yet drug development for BC has been encountering escalating challenges. Commiphora myrrha is derived from the dried resin of C. myrrha (T. Nees) Engl., and is widely adopted in China for treating BC. However, the anti-BC effect and underlying mechanism of C. myrrha remain largely unclear. Methods MTT assay, EdU assay, and colony formation were used to determine the effect of C. myrrha n-hexane extract (CMHE) on the proliferation of human BC cells. Cell cycle distribution and apoptosis were assessed via flow cytometry analysis. Moreover, metastatic potential was evaluated using wound-scratch assay and matrigel invasion assay. The 4T1 breast cancer-bearing mouse model was established to evaluate the anti-BC efficacy of CMHE in vivo. RNA-sequencing analysis, quantitative real-time PCR, immunoblotting, immunohistochemical analysis, RNA interference assay, and database analysis were conducted to uncover the underlying mechanism of the anti-BC effect of CMHE. Results We demonstrated the significant inhibition in the proliferative capability of BC cell lines MDA-MB-231 and MCF-7 by CMHE. Moreover, CMHE-induced G0/G1 phase arrest and apoptosis of the above two BC cell lines were also observed. CMHE dramatically repressed the metastatic potential of these two cells in vitro. Additionally, the administration of CMHE remarkably suppressed tumor growth in 4T1 tumor-bearing mice. No obvious toxic or side effects of CMHE administration in mice were noted. Furthermore, immunohistochemical (IHC) analysis demonstrated that CMHE treatment inhibited the proliferative and metastatic abilities of cancer cells, while also promoting apoptosis in the tumor tissues of mice. Based on RNA sequencing analysis, quantitative real-time PCR, immunoblotting, and IHC assay, the administration of CMHE downregulated Cyclin D1/CDK4-Rb signaling pathway in BC. Furthermore, RNA interference assay and database analysis showed that downregulated Cyclin D1/CDK4 signaling cascade participated in the anti-BC activity of CMHE. Conclusion CMHE treatment resulted in the suppression of BC cell growth through the stimulation of cell cycle arrest at the G0/G1 phase and the induction of apoptotic cell death via the inhibition of the Cyclin D1/CDK4-Rb pathway, thereby enhancing the anti-BC effect of CMHE. CMHE has potential anti-BC effects, particularly in those harboring aberrant activation of Cyclin D1/CDK4-Rb signaling.
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Affiliation(s)
- Huiming Huang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Jinxin Xie
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Fei Wang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Shungang Jiao
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Xingxing Li
- Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Longyan Wang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Dongxiao Liu
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Chaochao Wang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Xuejiao Wei
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Peng Tan
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Pengfei Tu
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Jun Li
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Zhongdong Hu
- Modern Research Center for Traditional Chinese Medicine, Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
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9
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Đokić S, Gazić B, Grčar Kuzmanov B, Blazina J, Miceska S, Čugura T, Grašič Kuhar C, Jeruc J. Clinical and Analytical Validation of Two Methods for Ki-67 Scoring in Formalin Fixed and Paraffin Embedded Tissue Sections of Early Breast Cancer. Cancers (Basel) 2024; 16:1405. [PMID: 38611083 PMCID: PMC11011015 DOI: 10.3390/cancers16071405] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 03/29/2024] [Accepted: 03/31/2024] [Indexed: 04/14/2024] Open
Abstract
Proliferation determined by Ki-67 immunohistochemistry has been proposed as a useful prognostic and predictive marker in breast cancer. However, the clinical validity of Ki-67 is questionable. In this study, Ki-67 was retrospectively evaluated by three pathologists using two methods: a visual assessment of the entire slide and a quantitative assessment of the tumour margin in 411 early-stage breast cancer patients with a median follow-up of 26.8 years. We found excellent agreement between the three pathologists for both methods. The risk of recurrence for Ki-67 was time-dependent, as the high proliferation group (Ki-67 ≥ 30%) had a higher risk of recurrence initially, but after 4.5 years the risk was higher in the low proliferation group. In estrogen receptor (ER)-positive patients, the intermediate Ki-67 group initially followed the high Ki-67 group, but eventually followed the low Ki-67 group. ER-positive pN0-1 patients with intermediate Ki-67 treated with endocrine therapy alone had a similar outcome to patients treated with chemotherapy. A cut-off value of 20% appeared to be most appropriate for distinguishing between the high and low Ki-67 groups. To summarize, a simple visual whole slide Ki-67 assessment turned out to be a reliable method for clinical decision-making in early breast cancer patients. We confirmed Ki-67 as an important prognostic and predictive biomarker.
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Affiliation(s)
- Snežana Đokić
- Department of Pathology, Institute of Oncology, 1000 Ljubljana, Slovenia; (S.Đ.); (B.G.)
- Faculty of Medicine Ljubljana, University of Ljubljana, 1000 Ljubljana, Slovenia;
| | - Barbara Gazić
- Department of Pathology, Institute of Oncology, 1000 Ljubljana, Slovenia; (S.Đ.); (B.G.)
| | - Biljana Grčar Kuzmanov
- Department of Pathology, Institute of Oncology, 1000 Ljubljana, Slovenia; (S.Đ.); (B.G.)
| | - Jerca Blazina
- Department of Pathology, Institute of Oncology, 1000 Ljubljana, Slovenia; (S.Đ.); (B.G.)
| | - Simona Miceska
- Faculty of Medicine Ljubljana, University of Ljubljana, 1000 Ljubljana, Slovenia;
- Department of Cytopathology, Institute of Oncology, 1000 Ljubljana, Slovenia
| | - Tanja Čugura
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Cvetka Grašič Kuhar
- Faculty of Medicine Ljubljana, University of Ljubljana, 1000 Ljubljana, Slovenia;
- Department of Medical Oncology, Institute of Oncology Ljubljana, 1000 Ljubljana, Slovenia
| | - Jera Jeruc
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
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10
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Wang B, Wang L, Zhao Z, Xu X. Cystic encapsulated papillary carcinoma with ductal carcinoma in situ in the male breast: a clinicopathologic feature with a diagnostic challenge: A case report and review of literature. Medicine (Baltimore) 2023; 102:e34388. [PMID: 37933028 PMCID: PMC10627623 DOI: 10.1097/md.0000000000034388] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 06/28/2023] [Indexed: 11/08/2023] Open
Abstract
RATIONALE Encapsulated papillary carcinoma (EPC) is a rare subset of breast carcinoma accounting for 0.5% to 2.0% of all patients with breast cancer and occuring mostly in postmenopausal women. It is even rarer in male breast cancer, and male EPC has only been reported in few cases. EPC has a distinctive histological pattern and a better prognosis compared with other types of breast carcinoma. Compared to the previously reported EPC cases, the lesion was unusually cystic made the diagnosis challenging. Accordingly, herein, we describe a rare case of EPC was unusually cystic in an elder male breast, associated with ductal carcinoma in situ (DCIS), along with an indepth literature discussion, and then to improve our understanding more about this uncommon tumor and further to provide more experience to treat this disease. PATIENT CONCERNS A 73-year-old man noticed a slowly enlarging mass in the right breast 1 year ago and sought medical attention. The patient presented with a right breast mass of 1-year duration and bloody nipple discharge in the first couple of days. The medical history was unremarkable. DIAGNOSES Physical examination, an elastic hard, smooth and movable 4-cm lesion was palpated below the right papilla. On the sonography, a well-defined predominantly cystic-solid tumor of 3.6 × 2.3 cm was confirmed. Postoperative pathological and immunohistochemical examinations of the surgical specimens revealed a final diagnosis of breast EPC with DCIS. INTERVENTIONS The patient underwent surgery. A diagnosis of "a little papillary neoplasm of the breast with epithelial atypia and hypertrophy in the fibrous cystic wall" was made by the frozen section. Further, total mastectomy was performed. OUTCOMES The operation was successful. Then the male patient recovered completely, did not require any additional treatment and continued to do well on postsurgical mammary surgical clinic visits. The patient had been followed-up regularly for 2 years after surgery; he did not experience any complications and remained disease-free.
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Affiliation(s)
- Bo Wang
- Department of Pathology, Xingtai, P. R. China
| | - Li Wang
- Breast Surgery, Xingtai People’s Hospital, Hebei Medical University Affiliated Hospital, Xingtai, P. R. China
| | - Zhenya Zhao
- Department of Pathology, Xingtai, P. R. China
| | - Xin Xu
- Department of Pathology, Xingtai, P. R. China
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11
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Kafa G, Horani M, Musa F, Al-Husban A, Hegab M, Asir N. Marginal Corneal Infiltration Following Treatment for Metastatic Breast Cancer with Triple Chemotherapy of Trastuzumab, Pertuzumab & Docetaxel. Ocul Immunol Inflamm 2023; 31:431-436. [PMID: 35113748 DOI: 10.1080/09273948.2022.2027460] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
PURPOSE To report a case of bilateral marginal corneal infiltration upon treatment with trastuzumab, pertuzumab, and docetaxel via novel proposed mechanisms. CASE DESCRIPTION A patient, diagnosed with metastatic breast cancer and positive for human epidermal growth factor receptor 2 (HER2) with high Ki67, presented with bilateral severe marginal corneal infiltration upon undergoing first cycle of triple chemotherapy: trastuzumab, pertuzumab, and docetaxel. Treatment with topical corticosteroids and antibiotics was unsuccessful and was replaced by allogeneic serum eye drops (SED). The case improved significantly 10 days upon starting allogeneic SED. CONCLUSIONS We propose that trastuzumab, pertuzumab, and docetaxel suppress HER2 and Ki67 in the cornea and lacrimal gland. To the best of our knowledge, our report is the first to highlight the potential impact of this triple chemotherapy on the lacrimal gland and cornea and the first to highlight the proposed role of Ki67 suppression in damaging corneal integrity.
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Affiliation(s)
- Ghyath Kafa
- Rochdale Infirmary, Northern Care Alliance NHS Group, Manchester, UK
| | - Mania Horani
- Manchester Royal Eye Hospital, Manchester University NHS Foundation Trust, Manchester, UK
| | - Fayyaz Musa
- Rochdale Infirmary, Northern Care Alliance NHS Group, Manchester, UK
| | - Ahmad Al-Husban
- Rochdale Infirmary, Northern Care Alliance NHS Group, Manchester, UK
| | - Mohamed Hegab
- Rochdale Infirmary, Northern Care Alliance NHS Group, Manchester, UK
| | - Noor Asir
- Rochdale Infirmary, Northern Care Alliance NHS Group, Manchester, UK
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12
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Klæstad E, Opdahl S, Raj SX, Bofin AM, Valla M. Long term trends of breast cancer incidence according to proliferation status. BMC Cancer 2022; 22:1340. [PMID: 36544164 PMCID: PMC9773605 DOI: 10.1186/s12885-022-10438-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 12/12/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Long-term breast cancer incidence trends according to proliferation status are poorly described. We studied time-trends in breast cancer incidence, using mitotic count and Ki-67 as markers of proliferation. METHODS Among 83,298 Norwegian women followed for breast cancer occurrence 1961-2012, 2995 incident breast cancers were diagnosed. Ki-67 was assessed using immunohistochemistry on tissue microarrays and mitoses were counted on whole sections. We compared incidence rates according to proliferation status among women born 1886-1928 and 1929-1977, estimating age-specific incidence rate ratios. We performed multiple imputations to account for unknown proliferation status. Mean values of Ki-67 and mitotic counts were calculated, according to age and birth year. We performed separate incidence analyses for HER2+ and triple negative breast cancers. RESULTS Among women aged 40-69 years, incidence rates of tumours with low-proliferative activity were higher among those born in 1929 or later, compared to before 1929, according to Ki-67 and mitotic count. Incidence rates of tumours with high-proliferative activity were also higher in women born in 1929 or later compared to before 1929 according to Ki-67, but not according to mitotic count. Mean values of Ki-67 and mitotic count varied according to age and birth year. In subtype-specific analyses we found an increase of high-proliferative HER2+ tumours according to Ki-67 in women born in 1929 or later, compared to before 1929. CONCLUSIONS There has been a temporal increase in both low- and high-proliferative breast cancers.
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Affiliation(s)
- Elise Klæstad
- grid.5947.f0000 0001 1516 2393Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Signe Opdahl
- grid.5947.f0000 0001 1516 2393Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Sunil Xavier Raj
- grid.52522.320000 0004 0627 3560Cancer Clinic, St. Olav’s Hospital, Trondheim University Hospital, 7006 Trondheim, Norway
| | - Anna Mary Bofin
- grid.5947.f0000 0001 1516 2393Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Marit Valla
- grid.5947.f0000 0001 1516 2393Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway ,grid.52522.320000 0004 0627 3560Department of Pathology, St. Olav’s Hospital, Trondheim University Hospital, 7006 Trondheim, Norway ,grid.52522.320000 0004 0627 3560Clinic of Laboratory Medicine, St. Olav’s Hospital, Trondheim University Hospital, 7006 Trondheim, Norway
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13
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Ahmed SA, Mendonca P, Elhag R, Soliman KFA. Anticancer Effects of Fucoxanthin through Cell Cycle Arrest, Apoptosis Induction, Angiogenesis Inhibition, and Autophagy Modulation. Int J Mol Sci 2022; 23:16091. [PMID: 36555740 PMCID: PMC9785196 DOI: 10.3390/ijms232416091] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 12/09/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022] Open
Abstract
Cancer accounts for one in seven deaths worldwide and is the second leading cause of death in the United States, after heart disease. One of the standard cancer treatments is chemotherapy which sometimes can lead to chemoresistance and treatment failure. Therefore, there is a great need for novel therapeutic approaches to treat these patients. Novel natural products have exhibited anticancer effects that may be beneficial in treating many kinds of cancer, having fewer side effects, low toxicity, and affordability. Numerous marine natural compounds have been found to inhibit molecular events and signaling pathways associated with various stages of cancer development. Fucoxanthin is a well-known marine carotenoid of the xanthophyll family with bioactive compounds. It is profusely found in brown seaweeds, providing more than 10% of the total creation of natural carotenoids. Fucoxanthin is found in edible brown seaweed macroalgae such as Undaria pinnatifida, Laminaria japonica, and Eisenia bicyclis. Many of fucoxanthin's pharmacological properties include antioxidant, anti-tumor, anti-inflammatory, antiobesity, anticancer, and antihypertensive effects. Fucoxanthin inhibits many cancer cell lines' proliferation, angiogenesis, migration, invasion, and metastasis. In addition, it modulates miRNA and induces cell cycle growth arrest, apoptosis, and autophagy. Moreover, the literature shows fucoxanthin's ability to inhibit cytokines and growth factors such as TNF-α and VEGF, which stimulates the activation of downstream signaling pathways such as PI3K/Akt autophagy, and pathways of apoptosis. This review highlights the different critical mechanisms by which fucoxanthin inhibits diverse cancer types, such as breast, prostate, gastric, lung, and bladder development and progression. Moreover, this article reviews the existing literature and provides critical supportive evidence for fucoxanthin's possible therapeutic use in cancer.
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Affiliation(s)
- Shade’ A. Ahmed
- Division of Pharmaceutical Sciences, College of Pharmacy and Pharmaceutical Sciences, Institute of Public Health, Florida A&M University, Tallahassee, FL 32307, USA
| | - Patricia Mendonca
- Department of Biology, College of Science and Technology, Florida A&M University, Tallahassee, FL 32307, USA
| | - Rashid Elhag
- Department of Biology, College of Science and Technology, Florida A&M University, Tallahassee, FL 32307, USA
| | - Karam F. A. Soliman
- Division of Pharmaceutical Sciences, College of Pharmacy and Pharmaceutical Sciences, Institute of Public Health, Florida A&M University, Tallahassee, FL 32307, USA
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14
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Mishra HK. Clinical Applications of Flow Cytometry in Cancer Immunotherapies: From Diagnosis to Treatments. Methods Mol Biol 2022; 2593:93-112. [PMID: 36513926 DOI: 10.1007/978-1-0716-2811-9_6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The scope of flow cytometry is rapidly expanding in the diagnosis of various cancers, and it is being used routinely as an aid in classifying leukemias and lymphomas. There are several applications of flow cytometry to enumerate tumorigenic anomalies in patients. The unusual distribution of cells in various locations, their DNA content, cell proliferation rate, dysregulated expression of several surface receptors, and expression of tumor antigens are some examples that can be characterized by using different flow cytometry-based techniques. For instance, the differential diagnosis between chronic lymphocytic leukemia (CLL) and various other mature B-cell neoplasms can be made by immunophenotyping in combination with absolute counting of numerous cellular subsets or by enumerating their percent distributions. Flow cytometry has several advantages over conventional techniques which include the ability to acquire a multiparametric data in a relatively shorter time and facilitate the comparative analysis of specific cellular subsets in an efficient manner.In addition to diagnosis, there are several other applications of flow cytometry in the management of various cancers which include treatment monitoring or even selecting a personalized precision-based immunotherapy in synch with advanced genetic tests to increase the chances of favorable prognosis and complete remission. The detection of chimeric antigen receptors (CARs) on various engineered effector cells can also be determined along with their specificity in engaging the targets. Furthermore, the assessment of numerous immunological parameters, their effector functions and potencies including the proliferation dynamics, cytokine secretion profiles, and activation efficiencies can also be measured before starting immunotherapies in patients.This chapter is a brief overview of flow cytometry applications in the diagnosis and treatment strategies of various cancers.
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15
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Lindholm H, Ejeskär K, Szekeres F. Digitoxin Affects Metabolism, ROS Production and Proliferation in Pancreatic Cancer Cells Differently Depending on the Cell Phenotype. Int J Mol Sci 2022; 23:8237. [PMID: 35897809 PMCID: PMC9331846 DOI: 10.3390/ijms23158237] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 07/19/2022] [Accepted: 07/23/2022] [Indexed: 02/07/2023] Open
Abstract
Digitoxin has repeatedly shown to have negative effects on cancer cell viability; however, the actual mechanism is still unknown. In this study, we investigated the effects of digitoxin (1-100 nM) in four pancreatic cancer cell lines, BxPC-3, CFPAC-1, Panc-1, and AsPC-1. The cell lines differ in their KRAS/BRAF mutational status and primary tumor or metastasis origin. We could detect differences in the basal rates of cell proliferation, glycolysis, and ROS production, giving the cell lines different phenotypes. Digitoxin treatment induced apoptosis in all four cell lines, but to different degrees. Cells derived from primary tumors (Panc-1 and BxPC-3) were highly proliferating with a high proportion of cells in the S/G2 phase, and were more sensitive to digitoxin treatment than the cell lines derived from metastases (CFPAC-1 and AsPC-1), with a high proportion of cells in G0/G1. In addition, the effects of digitoxin on the rate of glycolysis, ROS production, and proliferation were dependent on the basal metabolism and origin of the cells. The KRAS downstream signaling pathways were not altered by digitoxin treatment, thus the effects exerted by digitoxin were probably disconnected from these signaling pathways. We conclude that digitoxin is a promising treatment in highly proliferating pancreatic tumors.
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Affiliation(s)
| | | | - Ferenc Szekeres
- Biomedicine, School of Health Sciences, University of Skövde, 54145 Skövde, Sweden; (H.L.); (K.E.)
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16
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Edmonds CE, O'Brien SR, Mankoff DA, Pantel AR. Novel applications of molecular imaging to guide breast cancer therapy. Cancer Imaging 2022; 22:31. [PMID: 35729608 PMCID: PMC9210593 DOI: 10.1186/s40644-022-00468-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 05/30/2022] [Indexed: 11/10/2022] Open
Abstract
The goals of precision oncology are to provide targeted drug therapy based on each individual’s specific tumor biology, and to enable the prediction and early assessment of treatment response to allow treatment modification when necessary. Thus, precision oncology aims to maximize treatment success while minimizing the side effects of inadequate or suboptimal therapies. Molecular imaging, through noninvasive assessment of clinically relevant tumor biomarkers across the entire disease burden, has the potential to revolutionize clinical oncology, including breast oncology. In this article, we review breast cancer positron emission tomography (PET) imaging biomarkers for providing early response assessment and predicting treatment outcomes. For 2-18fluoro-2-deoxy-D-glucose (FDG), a marker of cellular glucose metabolism that is well established for staging multiple types of malignancies including breast cancer, we highlight novel applications for early response assessment. We then review current and future applications of novel PET biomarkers for imaging the steroid receptors, including the estrogen and progesterone receptors, the HER2 receptor, cellular proliferation, and amino acid metabolism.
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Affiliation(s)
- Christine E Edmonds
- Department of Radiology, Hospital of the University if Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA.
| | - Sophia R O'Brien
- Department of Radiology, Hospital of the University if Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - David A Mankoff
- Department of Radiology, Hospital of the University if Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - Austin R Pantel
- Department of Radiology, Hospital of the University if Pennsylvania, 3400 Spruce Street, Philadelphia, PA, 19104, USA
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17
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Ankill J, Aure MR, Bjørklund S, Langberg S, Kristensen VN, Vitelli V, Tekpli X, Fleischer T. Epigenetic alterations at distal enhancers are linked to proliferation in human breast cancer. NAR Cancer 2022; 4:zcac008. [PMID: 35350772 PMCID: PMC8947789 DOI: 10.1093/narcan/zcac008] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 02/23/2022] [Accepted: 03/14/2022] [Indexed: 11/26/2022] Open
Abstract
Aberrant DNA methylation is an early event in breast carcinogenesis and plays a critical role in regulating gene expression. Here, we perform genome-wide expression-methylation Quantitative Trait Loci (emQTL) analysis through the integration of DNA methylation and gene expression to identify disease-driving pathways under epigenetic control. By grouping the emQTLs using biclustering we identify associations representing important biological processes associated with breast cancer pathogenesis including regulation of proliferation and tumor-infiltrating fibroblasts. We report genome-wide loss of enhancer methylation at binding sites of proliferation-driving transcription factors including CEBP-β, FOSL1, and FOSL2 with concomitant high expression of proliferation-related genes in aggressive breast tumors as we confirm with scRNA-seq. The identified emQTL-CpGs and genes were found connected through chromatin loops, indicating that proliferation in breast tumors is under epigenetic regulation by DNA methylation. Interestingly, the associations between enhancer methylation and proliferation-related gene expression were also observed within known subtypes of breast cancer, suggesting a common role of epigenetic regulation of proliferation. Taken together, we show that proliferation in breast cancer is linked to loss of methylation at specific enhancers and transcription factor binding and gene activation through chromatin looping.
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Affiliation(s)
- Jørgen Ankill
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Miriam Ragle Aure
- Department of Medical Genetics, Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Sunniva Bjørklund
- Department of Medical Genetics, Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | | | | | - Vessela N Kristensen
- Department of Medical Genetics, Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Valeria Vitelli
- Oslo Centre for Biostatistics and Epidemiology, Department of Biostatistics, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Xavier Tekpli
- Department of Medical Genetics, Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Thomas Fleischer
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
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18
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Yao K, Schaafsma E, Zhang B, Cheng C. Tumor cell intrinsic and extrinsic features predict prognosis in estrogen receptor positive breast cancer. PLoS Comput Biol 2022; 18:e1009495. [PMID: 35263321 PMCID: PMC8936467 DOI: 10.1371/journal.pcbi.1009495] [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: 09/27/2021] [Revised: 03/21/2022] [Accepted: 02/17/2022] [Indexed: 11/19/2022] Open
Abstract
Although estrogen-receptor-positive (ER+) breast cancer is generally associated with favorable prognosis, clinical outcome varies substantially among patients. Genomic assays have been developed and applied to predict patient prognosis for personalized treatment. We hypothesize that the recurrence risk of ER+ breast cancer patients is determined by both genomic mutations intrinsic to tumor cells and extrinsic immunological features in the tumor microenvironment. Based on the Cancer Genome Atlas (TCGA) breast cancer data, we identified the 72 most common genomic aberrations (including gene mutations and indels) in ER+ breast cancer and defined sample-specific scores that systematically characterized the deregulated pathways intrinsic to tumor cells. To further consider tumor cell extrinsic features, we calculated immune infiltration scores for six major immune cell types. Many individual intrinsic features are predictive of patient prognosis in ER+ breast cancer, and some of them achieved comparable accuracy with the Oncotype DX assay. In addition, statistical learning models that integrated these features predicts the recurrence risk of patients with significantly better performance than the Oncotype DX assay (our optimized random forest model AUC = 0.841, Oncotype DX model AUC = 0.792, p = 0.04). As a proof-of-concept, our study indicates the great potential of genomic and immunological features in prognostic prediction for improving breast cancer precision medicine. The framework introduced in this work can be readily applied to other cancers.
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Affiliation(s)
- Kevin Yao
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, Texas, United States of America
| | - Evelien Schaafsma
- Department of Molecular and Systems Biology, Dartmouth College, Lebanon, New Hampshire, United States of America
- Department of Biomedical Data Science, The Geisel School of Medicine at Dartmouth College, Lebanon, New Hampshire, United States of America
| | - Baoyi Zhang
- Department of Chemical and Biomolecular Engineering, Rice University, Houston, Texas, United States of America
| | - Chao Cheng
- Department of Medicine, Baylor College of Medicine, Houston, Texas, United States of America
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, United States of America
- Institute for Clinical and Transcriptional Research, Baylor College of Medicine, Houston, Texas, United States of America
- * E-mail:
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19
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Lashen A, Toss MS, Alsaleem M, Green AR, Mongan NP, Rakha E. The characteristics and clinical significance of atypical mitosis in breast cancer. Mod Pathol 2022; 35:1341-1348. [PMID: 35501336 PMCID: PMC9514994 DOI: 10.1038/s41379-022-01080-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 03/23/2022] [Accepted: 03/25/2022] [Indexed: 11/09/2022]
Abstract
Atypical mitosis is considered a feature of malignancy, however, its significance in breast cancer (BC) remains elusive. Here, we aimed to assess the clinical value of atypical mitoses in BC and to explore their underlying molecular features. Atypical and typical mitotic figures were quantified and correlated with clinicopathological variables in a large cohort of primary BC tissue sections (n = 846) using digitalized hematoxylin and eosin whole-slide images (WSIs). In addition, atypical mitoses were assessed in The Cancer Genome Atlas (TCGA) BC dataset (n = 1032) and were linked to the genetic alterations and pathways. In this study, the median of typical mitoses was 17 per 3 mm2 (range 0-120 mitoses), while the median of atypical mitoses was 4 (range 0-103 mitoses). High atypical mitoses were significantly associated with parameters characteristic of aggressive tumor behavior. The total number of mitoses, and a high atypical-to-typical mitoses ratio (>0.27) were associated with poor BC specific survival (BCSS), (p = 0.04 and 0.01, respectively). The atypical-to-typical mitoses ratio dichotomized triple negative-BC (TNBC) patients into two distinct groups in terms of the association with the outcome, while the overall number of mitoses was not. Moreover, TNBC patients with high atypical-to-typical mitoses ratio treated with adjuvant chemotherapy were associated with shorter survival (p = 0.003). Transcriptomic analysis of the TCGA-BRCA cohort dichotomized based on atypical mitoses identified 2494 differentially expressed genes. These included genes linked to pathways involved in chromosomal localization and segregation, centrosome assembly, spindle and microtubule formation, regulation of cell cycle and DNA repair. To conclude, the atypical-to-typical mitoses ratio has prognostic value independent of the overall mitotic count in BC patients and could predict the response to chemotherapy in TNBC.
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Affiliation(s)
- Ayat Lashen
- grid.4563.40000 0004 1936 8868Academic Unit for Translational Medical Sciences, School of Medicine, University of Nottingham, Nottingham, UK ,grid.411775.10000 0004 0621 4712Department of Pathology, Faculty of Medicine, Menoufia University, Shebin El Kom, Egypt
| | - Michael S. Toss
- grid.4563.40000 0004 1936 8868Academic Unit for Translational Medical Sciences, School of Medicine, University of Nottingham, Nottingham, UK
| | - Mansour Alsaleem
- grid.4563.40000 0004 1936 8868Academic Unit for Translational Medical Sciences, School of Medicine, University of Nottingham, Nottingham, UK ,grid.412602.30000 0000 9421 8094Department of Applied Medical Science, Applied College, Qassim University, Qassim, Saudi Arabia
| | - Andrew R Green
- grid.4563.40000 0004 1936 8868Academic Unit for Translational Medical Sciences, School of Medicine, University of Nottingham, Nottingham, UK ,grid.4563.40000 0004 1936 8868Nottingham Breast Cancer Research Centre, University of Nottingham, Nottingham, UK
| | - Nigel P. Mongan
- grid.4563.40000 0004 1936 8868School of Veterinary Medicine and Sciences, University of Nottingham, Nottingham, UK ,grid.5386.8000000041936877XDepartment of Pharmacology, Weill Cornell Medicine, New York, NY USA
| | - Emad Rakha
- Academic Unit for Translational Medical Sciences, School of Medicine, University of Nottingham, Nottingham, UK. .,Department of Pathology, Faculty of Medicine, Menoufia University, Shebin El Kom, Egypt.
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20
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Ma X, Wen Y, Wang Y, Zhang M, Shi L, Wang C, Li Z. Linc00662 plays an oncogenic role in bladder cancer by sponging miR-199a-5p. Am J Transl Res 2021; 13:12673-12683. [PMID: 34956482 PMCID: PMC8661171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 08/29/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVE To investigate the specific roles of linc00662 and miR-199a-5p in bladder cancer (BC). METHODS A total of 104 cases of BC tissues and 52 cases of normal para-cancerous tissues were included to detect the expression of linc00662 and miR-199-5p by real-time quantitative PCR. The expression of linc00662 and miR-199a-5p in BC cells T24 was regulated to observe the changes in apoptosis, proliferation, adhesion, invasion, and migration. The nude mice bearing a BC cell transplanted xenograft was constructed, and the expression of linc00662 in rats was regulated. Tumor size and quality were observed within 24 days. The relationship between linc00662 and patients' survival was observed. The targeting relationship between linc00662 and miR-199a-5p was verified by dual luciferase reporter gene assay. RESULTS Linc00662 was enhanced and miR-199a-5p was decreased in BC patients. Linc00662 targeted and negatively regulated the expression of miR-199a-5p. Down-regulation of linc00662 could reduce proliferation, migration, invasion, and adhesion activities of BC cells, but enhance the apoptosis. Down-regulation of miR-199a-5p counteracted the cell biological changes caused by linc00662. Down-regulating linc00662 cinduced the expression of miR-199a-5p in BC and suppressed tumor growth. CONCLUSION Linc00662 plays an oncogenic role in BC by sponging miR-199a-5p.
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Affiliation(s)
- Xin Ma
- Department of Urologic Surgery, Gleneagles Hospital Chengdu, West China-Ziyang Hospital of Sichuan University/The First People's Hospital of Ziyang Ziyang 641300, Sichuan Province, China
| | - Yuanyi Wen
- Department of Urologic Surgery, Gleneagles Hospital Chengdu, West China-Ziyang Hospital of Sichuan University/The First People's Hospital of Ziyang Ziyang 641300, Sichuan Province, China
| | - Yong Wang
- Department of Urologic Surgery, Gleneagles Hospital Chengdu, West China-Ziyang Hospital of Sichuan University/The First People's Hospital of Ziyang Ziyang 641300, Sichuan Province, China
| | - Mingcheng Zhang
- Department of Urologic Surgery, Gleneagles Hospital Chengdu, West China-Ziyang Hospital of Sichuan University/The First People's Hospital of Ziyang Ziyang 641300, Sichuan Province, China
| | - Lei Shi
- Department of Urologic Surgery, Gleneagles Hospital Chengdu, West China-Ziyang Hospital of Sichuan University/The First People's Hospital of Ziyang Ziyang 641300, Sichuan Province, China
| | - Chen Wang
- Department of Urologic Surgery, Gleneagles Hospital Chengdu, West China-Ziyang Hospital of Sichuan University/The First People's Hospital of Ziyang Ziyang 641300, Sichuan Province, China
| | - Zhishang Li
- Department of Urologic Surgery, Gleneagles Hospital Chengdu, West China-Ziyang Hospital of Sichuan University/The First People's Hospital of Ziyang Ziyang 641300, Sichuan Province, China
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21
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Discovery of novel ID2 antagonists from pharmacophore-based virtual screening as potential therapeutics for glioma. Bioorg Med Chem 2021; 49:116427. [PMID: 34600240 DOI: 10.1016/j.bmc.2021.116427] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 09/16/2021] [Accepted: 09/17/2021] [Indexed: 12/29/2022]
Abstract
Glioma, especially the most aggressive type glioblastoma multiforme, is a malignant cancer of the central nervous system with a poor prognosis. Traditional treatments are mainly surgery combined with radiotherapy and chemotherapy, which is still far from satisfactory. Therefore, it is of great clinical significance to find new therapeutic agents. Serving as an inhibitor of differentiation, protein ID2 (inhibitor of DNA binding 2) plays an important role in neurogenesis, neovascularization and malignant development of gliomas. It has been shown that ID2 affects the malignant progression of gliomas through different mechanisms. In this study, a pharmacophore-based virtual screening was carried out and 16 hit compounds were purchased for pharmacological evaluations on their ID2 inhibitory activities. Based on the cytotoxicity of these small-molecule compounds, two compounds were shown to effectively inhibit the viability of glioma cells in the micromolar range. Among them, AK-778-XXMU was chosen for further study due to its better solubility in water. A SPR (Surface Plasma Resonance) assay proved the high affinity between AK-778-XXMU and ID2 protein with the KD value as 129 nM. The plausible binding mode of ID2 was studied by molecular docking and it was found to match AGX51 very well in the same binding site. Subsequently, the cancer-suppressing potency of the compound was characterized both in vitro and in vivo. The data demonstrated that compound AK-778-XXMU is a potent ID2 antagonist which has the potential to be developed as a therapeutic agent against glioma.
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22
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Wang Y, Kartasalo K, Weitz P, Ács B, Valkonen M, Larsson C, Ruusuvuori P, Hartman J, Rantalainen M. Predicting Molecular Phenotypes from Histopathology Images: A Transcriptome-Wide Expression-Morphology Analysis in Breast Cancer. Cancer Res 2021; 81:5115-5126. [PMID: 34341074 PMCID: PMC9397635 DOI: 10.1158/0008-5472.can-21-0482] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 04/30/2021] [Accepted: 07/28/2021] [Indexed: 01/07/2023]
Abstract
Molecular profiling is central in cancer precision medicine but remains costly and is based on tumor average profiles. Morphologic patterns observable in histopathology sections from tumors are determined by the underlying molecular phenotype and therefore have the potential to be exploited for prediction of molecular phenotypes. We report here the first transcriptome-wide expression-morphology (EMO) analysis in breast cancer, where individual deep convolutional neural networks were optimized and validated for prediction of mRNA expression in 17,695 genes from hematoxylin and eosin-stained whole slide images. Predicted expressions in 9,334 (52.75%) genes were significantly associated with RNA sequencing estimates. We also demonstrated successful prediction of an mRNA-based proliferation score with established clinical value. The results were validated in independent internal and external test datasets. Predicted spatial intratumor variabilities in expression were validated through spatial transcriptomics profiling. These results suggest that EMO provides a cost-efficient and scalable approach to predict both tumor average and intratumor spatial expression from histopathology images. SIGNIFICANCE: Transcriptome-wide expression morphology deep learning analysis enables prediction of mRNA expression and proliferation markers from routine histopathology whole slide images in breast cancer.
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Affiliation(s)
- Yinxi Wang
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Kimmo Kartasalo
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.,Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Philippe Weitz
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Balázs Ács
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden.,Department of Clinical Pathology and Cytology, Karolinska University Laboratory, Stockholm, Sweden
| | - Masi Valkonen
- Institute of Biomedicine, Cancer Research Unit and FICAN West Cancer Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Christer Larsson
- Division of Translational Cancer Research, Department of Laboratory Medicine, Lund University, Lund, Sweden
| | - Pekka Ruusuvuori
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.,Institute of Biomedicine, Cancer Research Unit and FICAN West Cancer Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Johan Hartman
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden.,Department of Clinical Pathology and Cytology, Karolinska University Laboratory, Stockholm, Sweden.,MedTechLabs, BioClinicum, Karolinska University Hospital, Solna, Sweden
| | - Mattias Rantalainen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.,MedTechLabs, BioClinicum, Karolinska University Hospital, Solna, Sweden.,Corresponding Author: Mattias Rantalainen, Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, PO Box 281, SE-171 77 Stockholm, Sweden. Phone: 46-0-8-5248-0000, ext. 2465; E-mail:
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23
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Lashen AG, Toss MS, Katayama A, Gogna R, Mongan NP, Rakha EA. Assessment of proliferation in breast cancer: cell cycle or mitosis? An observational study. Histopathology 2021; 79:1087-1098. [PMID: 34455622 DOI: 10.1111/his.14542] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 06/25/2021] [Accepted: 08/15/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND AIMS Proliferation is an important indicator of breast cancer (BC) prognosis, but is assessed using different approaches. Not all cells in the cell cycle are committed to division. This study aimed to characterise quantitative differences between BC cells in the cell cycle and those in mitosis and assess their relationship with other pathological parameters. METHODS AND RESULTS A cohort of BC sections (n = 621) was stained with haematoxylin and eosin and immunohistochemistry for Ki-67. The proportion of mitotic cells and Ki-67-positive cells was assessed in the same areas. The Cancer Genome Atlas (TCGA) BC cohort was used to assess MKI-67 transcriptome level and its association with the mitotic counts. The mean proportion of BC cells in the cell cycle was 24% (range = 1-90%), while the mean proportion of BC cells in mitosis was 5% (range = 0-73%). A low proportion of mitoses to whole cycling cells was associated with low histological grade tumours and the luminal A molecular subtype, while tumours with a high proportion of mitoses to the overall cycling cells were associated with triple-negative subtype, larger tumour size, grade 3 tumours and lymph node metastasis. The high mitosis/low Ki-67-positive cells tumours showed a significant association with variables of poor prognosis, including high-grade and triple-negative subtypes. CONCLUSION The proportion of BC cells in the cell cycle and mitosis is variable. We show that not only the number of cells in the cell cycle or mitosis, but also the difference between them, provides valuable information on tumour aggressiveness.
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Affiliation(s)
- Ayat G Lashen
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, UK.,Department of Pathology, Faculty of Medicine, Menoufia University, Shebin El Kom, Egypt
| | - Michael S Toss
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, UK
| | - Ayaka Katayama
- Diagnostic Pathology, Gunma University Graduate School of Medicine, Maebaashi, Japan
| | - Rajan Gogna
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, UK
| | - Nigel P Mongan
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, UK.,School of Veterinary Medicine and Sciences, University of Nottingham, Nottingham, UK
| | - Emad A Rakha
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, UK
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24
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Li X, Sun H, Liu Q, Liu Y, Hou Y, Jin W. A pharmacophore-based classification better predicts the outcomes of HER2-negative breast cancer patients receiving the anthracycline- and/or taxane-based neoadjuvant chemotherapy. Cancer Med 2021; 10:4658-4674. [PMID: 34076352 PMCID: PMC8267145 DOI: 10.1002/cam4.4022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 04/13/2021] [Accepted: 05/05/2021] [Indexed: 12/31/2022] Open
Abstract
AIMS Prognosis of patients for human epidermal growth factor receptor 2 (HER2)-negative breast cancer post neoadjuvant chemotherapy is not well understood. The aim of this study was to develop a novel pharmacophore-based signature to better classify and predict the risk of HER2-negative patients after anthracycline-and/or taxane-based neoadjuvant chemotherapy (NACT). MAIN METHODS Anthracycline and taxane pharmacophore-based genes were obtained from PharmMapper. Drug-targeted genes (DTG) related clinical and bioinformatic analyses were undertaken in four GEO datasets. KEY FINDINGS We used 12 genes from the pharmacophore to develop a DTG score (DTG-S). The DTG-S classification exhibited significant prognostic ability with respect to disease free survival (DFS) for HER2-negative patients who receive at least one type of neoadjuvant chemotherapy that included anthracycline and/or taxane. DTG-S associated with a high predictive ability for pathological complete response (pCR) as well as for prognosis of breast cancer. Using the DTG-S classification in other prediction models may improve the reclassification accuracy for DFS. Combining the DTG-S with other clinicopathological factors may further improve its predictive ability of patients' outcomes. Gene ontology and KEGG pathway analysis showed that the biological processes of DTG-S high group were associated with the cell cycle, cell migration, and cell signal transduction pathways. Targeted drug analysis shows that some CDK inhibitors and PI3K-AKT pathway inhibitors may be useful for high DTG-S patients. SIGNIFICANCE The DTG-S classification adds prognostic and predictive information to classical parameters for HER2-negative patients who receive anthracycline-and/or taxane-based NACT, which could improve the patients' risk stratification and may help guide adjuvant treatment.
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Affiliation(s)
- Xuan Li
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Hefen Sun
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Qiqi Liu
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yang Liu
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Yifeng Hou
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Wei Jin
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
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25
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Darkwah WK, Aidoo G, Akoto D, Alhassan K, Adormaa BB, Puplampu JB. Proliferative activity of various grades and types of breast carcinoma using AgNOR (Argyrophilic Nuclear Organizer Region) expression and its prognostic significance. ALL LIFE 2021. [DOI: 10.1080/26895293.2021.1925356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Affiliation(s)
- Williams Kweku Darkwah
- College of Environment, Environmental Engineering Department, Ministry of Education, Key Laboratory of Integrated Regulation and Resource Development on Shallow Lakes, Hohai University, Nanjing, People’s Republic of China
- Department of Biochemistry, School of Biological Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Gideon Aidoo
- Clinical Research Laboratory Department, 37 Military Teaching Hospital, Accra, Ghana
| | - Dickson Akoto
- Department of Biology, College of Biochemistry, Université 08 Mai 1945 de Guelma, Guelma, Algeria
| | - Kadri Alhassan
- Clinical Research Laboratory Department, Holy Family Hospital, Nkawkaw, Ghana
| | - Buanya Beryl Adormaa
- College of Environment, Environmental Engineering Department, Ministry of Education, Key Laboratory of Integrated Regulation and Resource Development on Shallow Lakes, Hohai University, Nanjing, People’s Republic of China
| | - Joshua Buer Puplampu
- Department of Biochemistry, School of Biological Sciences, University of Cape Coast, Cape Coast, Ghana
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26
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Panwar S, Handa U, Kaur M, Mohan H, Attri AK. Evaluation of DNA ploidy and S-phase fraction in fine needle aspirates from breast carcinoma. Diagn Cytopathol 2021; 49:761-767. [PMID: 33755349 DOI: 10.1002/dc.24738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 02/04/2021] [Accepted: 03/08/2021] [Indexed: 11/10/2022]
Abstract
BACKGROUND The use of fine-needle aspiration (FNA) as a primary tool in the diagnosis of breast carcinoma provides opportunity for early proliferative characterization of the tumor. This study was undertaken to assess DNA ploidy and S-phase (SPF) fraction by flow cytometry in fine needle aspirates of patients with breast cancer. METHOD Fifty patients of breast cancer diagnosed on fine needle aspiration cytology (FNAC) and who subsequently underwent either mastectomy or lumpectomy were included. Material obtained by FNAC was subjected to DNA ploidy and SPF analysis. Immunohistochemical estimation of Ki-67 was done on histopathology sections. The proliferation markers (SPF and Ki-67) were compared with each other and with the histopathologic parameters. RESULTS On DNA flow cytometry, 27 (54%) cases were aneuploid and 23 (46%) cases were diploid. The median SPF was 12.43% and 4.03% in aneuploid and diploid tumors respectively. Median Ki-67 among aneuploid tumors was 28.6% compared to 8.7% among diploid tumors. Aneuploid tumors were significantly associated with higher values of SPF and Ki-67, with Kappa 0.437 and agreement of 72%. Diploid tumors showed lower values of SPF and Ki-67, with Kappa 0.455 and agreement of 72.7%. Correlation among SPF and Ki-67 was highly significant with Kappa value 0.446, P value of .002 and agreement of 72.3%. CONCLUSION DNA ploidy and proliferative activity by flow cytometric SPF estimation on fine needle aspirates from breast cancer can provide valuable prognostic and predictive information at the time of diagnosis in patients with breast cancer. This might help in selection of appropriate treatment modality.
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Affiliation(s)
- Shalini Panwar
- Department of Pathology, Government Medical College and Hospital, Chandigarh, India
| | - Uma Handa
- Department of Pathology, Government Medical College and Hospital, Chandigarh, India
| | - Manveen Kaur
- Department of Pathology, Government Medical College and Hospital, Chandigarh, India
| | - Harsh Mohan
- Department of Pathology, Government Medical College and Hospital, Chandigarh, India
| | - Ashok K Attri
- Department of Surgery, Government Medical College and Hospital, Chandigarh, India
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27
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Baveja P, Verma N, Mahajan S. Utility of morphometry in breast carcinoma and its correlation with grade and MIB-1 labelling index. MEDICAL JOURNAL OF DR. D.Y. PATIL VIDYAPEETH 2021. [DOI: 10.4103/mjdrdypu.mjdrdypu_234_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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28
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Gillman JA, Pantel AR, Mankoff DA, Edmonds CE. Update on Quantitative Imaging for Predicting and Assessing Response in Oncology. Semin Nucl Med 2020; 50:505-517. [PMID: 33059820 PMCID: PMC9788668 DOI: 10.1053/j.semnuclmed.2020.07.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Molecular imaging has revolutionized clinical oncology by imaging-specific facets of cancer biology. Through noninvasive measurements of tumor physiology, targeted radiotracers can serve as biomarkers for disease characterization, prognosis, response assessment, and predicting long-term response/survival. In turn, these imaging biomarkers can be utilized to tailor therapeutic regimens to tumor biology. In this article, we review biomarker applications for response assessment and predicting long-term outcomes. 18F-fluorodeoxyglucose (FDG), a measure of cellular glucose metabolism, is discussed in the context of lymphoma and breast and lung cancer. FDG has gained widespread clinical acceptance and has been integrated into the routine clinical care of several malignancies, most notably lymphoma. The novel radiotracers 16α-18F-fluoro-17β-estradiol and 18F-fluorothymidine are reviewed in application to the early prediction of response assessment of breast cancer. Through illustrative examples, we explore current and future applications of molecular imaging biomarkers in the advancement of precision medicine.
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Affiliation(s)
- Jennifer A Gillman
- Department of Radiology, Division of Nuclear Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Austin R Pantel
- Department of Radiology, Division of Nuclear Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - David A Mankoff
- Department of Radiology, Division of Nuclear Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Christine E Edmonds
- Department of Radiology, Division of Nuclear Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA.
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29
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Smith MT, Guyton KZ, Kleinstreuer N, Borrel A, Cardenas A, Chiu WA, Felsher DW, Gibbons CF, Goodson WH, Houck KA, Kane AB, La Merrill MA, Lebrec H, Lowe L, McHale CM, Minocherhomji S, Rieswijk L, Sandy MS, Sone H, Wang A, Zhang L, Zeise L, Fielden M. The Key Characteristics of Carcinogens: Relationship to the Hallmarks of Cancer, Relevant Biomarkers, and Assays to Measure Them. Cancer Epidemiol Biomarkers Prev 2020; 29:1887-1903. [PMID: 32152214 PMCID: PMC7483401 DOI: 10.1158/1055-9965.epi-19-1346] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 01/15/2020] [Accepted: 03/04/2020] [Indexed: 12/21/2022] Open
Abstract
The key characteristics (KC) of human carcinogens provide a uniform approach to evaluating mechanistic evidence in cancer hazard identification. Refinements to the approach were requested by organizations and individuals applying the KCs. We assembled an expert committee with knowledge of carcinogenesis and experience in applying the KCs in cancer hazard identification. We leveraged this expertise and examined the literature to more clearly describe each KC, identify current and emerging assays and in vivo biomarkers that can be used to measure them, and make recommendations for future assay development. We found that the KCs are clearly distinct from the Hallmarks of Cancer, that interrelationships among the KCs can be leveraged to strengthen the KC approach (and an understanding of environmental carcinogenesis), and that the KC approach is applicable to the systematic evaluation of a broad range of potential cancer hazards in vivo and in vitro We identified gaps in coverage of the KCs by current assays. Future efforts should expand the breadth, specificity, and sensitivity of validated assays and biomarkers that can measure the 10 KCs. Refinement of the KC approach will enhance and accelerate carcinogen identification, a first step in cancer prevention.See all articles in this CEBP Focus section, "Environmental Carcinogenesis: Pathways to Prevention."
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Affiliation(s)
- Martyn T Smith
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, California.
| | - Kathryn Z Guyton
- Monographs Programme, International Agency for Research on Cancer, Lyon, France
| | - Nicole Kleinstreuer
- Division of Intramural Research, Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, North Carolina
- National Toxicology Program Interagency Center for the Evaluation of Alternative Toxicological Methods, National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina
| | - Alexandre Borrel
- Division of Intramural Research, Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, North Carolina
| | - Andres Cardenas
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, California
| | - Weihsueh A Chiu
- Veterinary Integrative Biosciences, Texas A&M University, College Station, Texas
| | - Dean W Felsher
- Division of Oncology, Departments of Medicine and Pathology, Stanford University School of Medicine, Stanford, California
| | - Catherine F Gibbons
- Office of Research and Development, US Environmental Protection Agency, Washington, D.C
| | - William H Goodson
- California Pacific Medical Center Research Institute, San Francisco, California
| | - Keith A Houck
- Office of Research and Development, US Environmental Protection Agency, Research Triangle Park, North Carolina
| | - Agnes B Kane
- Department of Pathology and Laboratory Medicine, Alpert Medical School, Brown University, Providence, Rhode Island
| | - Michele A La Merrill
- Department of Environmental Toxicology, University of California, Davis, California
| | - Herve Lebrec
- Comparative Biology & Safety Sciences, Amgen Research, Amgen Inc., Thousand Oaks, California
| | - Leroy Lowe
- Getting to Know Cancer, Truro, Nova Scotia, Canada
| | - Cliona M McHale
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, California
| | - Sheroy Minocherhomji
- Comparative Biology & Safety Sciences, Amgen Research, Amgen Inc., Thousand Oaks, California
| | - Linda Rieswijk
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, California
- Institute of Data Science, Maastricht University, Maastricht, the Netherlands
| | - Martha S Sandy
- Office of Environmental Health Hazard Assessment, California Environmental Protection Agency, Oakland, California
| | - Hideko Sone
- Yokohama University of Pharmacy and National Institute for Environmental Studies, Tsukuba Ibaraki, Japan
| | - Amy Wang
- Office of the Report on Carcinogens, Division of National Toxicology Program, The National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina
| | - Luoping Zhang
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, California
| | - Lauren Zeise
- Office of Environmental Health Hazard Assessment, California Environmental Protection Agency, Oakland, California
| | - Mark Fielden
- Expansion Therapeutics Inc, San Diego, California
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30
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Peng J, Cai Z, Zhao R, Chen J, Liu G, Dong C, Lim D, Feng Z. The intervention of valproic acid on the tumorigenesis induced by an environmental carcinogen of PAHs. Toxicol Res (Camb) 2020; 9:609-621. [PMID: 33178421 DOI: 10.1093/toxres/tfaa069] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 07/28/2020] [Accepted: 08/03/2020] [Indexed: 11/14/2022] Open
Abstract
This study investigated whether valproic acid (VPA, a histone deacetylase inhibitor) can interfere with the carcinogenicity of polycyclic aromatic hydrocarbons (PAHs). A typical representative compound of PAHs, 7,12-Dimethylbenz[a]anthracene (DMBA), was used to induce rat breast cancer. The results showed that therapeutic concentration of VPA (50 and 100 mg/kg) delayed the occurrence of tumors, reduced tumor formation rate and attenuated tumors growth, and have a protective effect on normal tissues. The macrophage-mediated inflammatory response was found to be associated with the observed effect of VPA. In addition, we screened and validated a possible gene, Sema3c, which was involved in DMBA-induced breast cancer development and can be inhibited by VPA.
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Affiliation(s)
- Junxuan Peng
- Department of Occupational Health and Occupational Medicine, School of Public Health, Cheeloo College of Medicine, Shandong University, 44 Wenhua Xi Road, Shandong, Jinan, 250012, China
| | - Zuchao Cai
- Department of Occupational Health and Occupational Medicine, School of Public Health, Cheeloo College of Medicine, Shandong University, 44 Wenhua Xi Road, Shandong, Jinan, 250012, China
| | - Ruixue Zhao
- Department of Occupational Health and Occupational Medicine, School of Public Health, Cheeloo College of Medicine, Shandong University, 44 Wenhua Xi Road, Shandong, Jinan, 250012, China
| | - Jiahao Chen
- Department of Occupational Health and Occupational Medicine, School of Public Health, Cheeloo College of Medicine, Shandong University, 44 Wenhua Xi Road, Shandong, Jinan, 250012, China
| | - Guochao Liu
- Department of Occupational Health and Occupational Medicine, School of Public Health, Cheeloo College of Medicine, Shandong University, 44 Wenhua Xi Road, Shandong, Jinan, 250012, China
| | - Chao Dong
- Department of Occupational Health and Occupational Medicine, School of Public Health, Cheeloo College of Medicine, Shandong University, 44 Wenhua Xi Road, Shandong, Jinan, 250012, China
| | - David Lim
- School of Science and Health, Western Sydney University, Narellan Road, Campbelltown NSW 2560, Australia
| | - Zhihui Feng
- Department of Occupational Health and Occupational Medicine, School of Public Health, Cheeloo College of Medicine, Shandong University, 44 Wenhua Xi Road, Shandong, Jinan, 250012, China
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31
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Lourenssen SR, Blennerhassett MG. M2 Macrophages and Phenotypic Modulation of Intestinal Smooth Muscle Cells Characterize Inflammatory Stricture Formation in Rats. THE AMERICAN JOURNAL OF PATHOLOGY 2020; 190:1843-1858. [PMID: 32479820 DOI: 10.1016/j.ajpath.2020.05.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 05/12/2020] [Accepted: 05/18/2020] [Indexed: 12/22/2022]
Abstract
The progression of Crohn disease to intestinal stricture formation is poorly controlled, and the pathogenesis is unclear, although increased smooth muscle mass is present. A previously described rat model of trinitrobenzenesulfonic acid-induced colitis is re-examined here. Although inflammation of the mid-descending colon typically resolved, a subset showed characteristic stricturing by day 16, with an inflammatory infiltrate in the neuromuscular layers including eosinophils, CD3-positive T cells, and CD68-positive macrophages. Closer study identified CD163-positive, CD206-positive, and arginase-positive cells, indicating a M2 macrophage phenotype. Stricturing involved ongoing proliferation of intestinal smooth muscle cells (ISMC) with expression of platelet-derived growth factor receptor beta and progressive loss of phenotypic markers, and stable expression of hypoxia inducible factor 1 subunit alpha. In parallel, collagen I and III showed a selective and progressive increase over time. A culture model of the stricture phenotype of ISMC showed stable hypoxia inducible factor 1 subunit alpha expression that promoted growth and improved both survival and growth in models of experimental ischemia. This phenotype was hyperproliferative to serum and platelet-derived growth factor BB, and unresponsive to transforming growth factor beta, a prominent cytokine of M2 macrophages, compared with control ISMC. We identified a hyperplastic phenotype of ISMC, uniquely adapted to an ischemic environment to drive smooth muscle layer expansion, which may reveal new targets for treating intestinal fibrosis.
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Affiliation(s)
- Sandra R Lourenssen
- Gastrointestinal Diseases Research Unit and Queen's University, Kingston, Ontario, Canada
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Lin WC, Chen LH, Hsieh YC, Yang PW, Lai LC, Chuang EY, Lee JM, Tsai MH. miR-338-5p inhibits cell proliferation, colony formation, migration and cisplatin resistance in esophageal squamous cancer cells by targeting FERMT2. Carcinogenesis 2020; 40:883-892. [PMID: 30576425 DOI: 10.1093/carcin/bgy189] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2018] [Revised: 12/13/2018] [Accepted: 12/20/2018] [Indexed: 12/22/2022] Open
Abstract
Esophageal cancer is one of the leading causes of cancer death in the male population of Eastern Asia. In addition, esophageal squamous cell carcinoma (ESCC) is the major type of esophageal cancer among the world. Owing to the poor overall 5-year survival rate, novel effective treatment strategies are needed. MicroRNAs are important gene regulators that are dysregulated in many cancer types. In our previous study, we applied next-generation sequencing to demonstrate that miR-338-5p was downregulated in the tumor tissue of patients with versus without recurrence. In this study, we further studied the roles of miR-338-5p in ESCC. The expression of endogenous miR-338-5p was at lower levels in ESCC cells compared with normal cells. Functional assays showed that miR-338-5p reduced cell proliferation, colony formation, migration and cisplatin resistance in an ESCC cell line, CE-81T. Potential target genes of miR-338-5p were identified by microarray and prediction tools, and 31 genes were selected. Among these, Fermitin family homolog 2 (FERMT2) plays an oncogenic role in ESCC, so it was chosen for further study. Luciferase assays showed the direct binding between miR-338-5p and the 3' untranslated region of FERMT2. Silencing of FERMT2 inhibited cell proliferation, colony formation, migration and cisplatin resistance. Pathway analysis revealed that the integrin-linked protein kinase signaling pathway, in which FERMT2 participates, was significantly affected by a miR-338-5p mimic. Our results suggest that miR-338-5p may play an antioncogenic role in ESCC via repressing FERMT2.
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Affiliation(s)
- Wen-Chun Lin
- Genome and Systems Biology Degree Program, National Taiwan University, Taipei, Taiwan.,Genome and Systems Biology Degree Program, Academia Sinica, Taipei, Taiwan
| | - Li-Han Chen
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
| | - Yao-Chin Hsieh
- Institute of Biotechnology, National Taiwan University, Taipei, Taiwan
| | - Pei-Wen Yang
- Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine
| | - Liang-Chuan Lai
- Graduate Institute of Physiology, National Taiwan University, Taipei, Taiwan.,Bioinformatics and Biostatistics Core, NTU Center of Genomic and Precision Medicine, National Taiwan University, Taipei, Taiwan
| | - Eric Y Chuang
- Genome and Systems Biology Degree Program, National Taiwan University, Taipei, Taiwan.,Genome and Systems Biology Degree Program, Academia Sinica, Taipei, Taiwan.,Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan.,Bioinformatics and Biostatistics Core, NTU Center of Genomic and Precision Medicine, National Taiwan University, Taipei, Taiwan.,Biomedical Technology and Device Research Laboratories, Industrial Technology Research Institute, Hsinchu, Taiwan.,Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Jang-Ming Lee
- Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine
| | - Mong-Hsun Tsai
- Genome and Systems Biology Degree Program, National Taiwan University, Taipei, Taiwan.,Genome and Systems Biology Degree Program, Academia Sinica, Taipei, Taiwan.,Institute of Biotechnology, National Taiwan University, Taipei, Taiwan.,Bioinformatics and Biostatistics Core, NTU Center of Genomic and Precision Medicine, National Taiwan University, Taipei, Taiwan.,Center for Biotechnology, National Taiwan University, Taipei, Taiwan.,Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan
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Xu P, Sun Y, Song Y, Jiao J, Shen B, Li W, Jiang C, Li Y, Zhang X, Yu J, Fu L, Guo X. ATM kinase regulates tumor immunoreactions in lymphocyte-predominant breast cancer through modulation of NKG2D ligand and TNF cytokines on tumor cells. Med Mol Morphol 2020; 53:210-220. [PMID: 32067111 DOI: 10.1007/s00795-020-00247-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 02/03/2020] [Indexed: 11/26/2022]
Abstract
To explore impact of Ataxia telangiectasia mutated (ATM) kinase on immunoreactions in lymphocyte-predominant breast cancer (LPBC), particularly its role in triple negative breast cancer (TNBC), 194 cases of LPBC were identified with pertinent clinical information retrieved. The expressions of ATM, activated ATM (P-ATM), Fas ligand (FASL), tumor necrosis factor-related apoptosis-induced ligand (TRAIL), major histocompatibility complex class I chain-related protein A (MICA), CD8, and Forkhead box P3 (FOXP3) were assessed by immunohistochemically. We found that ATM expressed on tumor cells was correlated with upregulated expression of P-ATM and MICA (P < 0.05), down-regulated expression of FASL and TRAIL (P < 0.01), and decreased Ki-67 tumor labeling (P < 0.05). However, within the TNBC group, only a negative correlation with FASL expression was found (P = 0.001). ATM and MICA expressions were significantly down -regulated in TNBC (P < 0.01) compared to non-TNBC, while TRAIL was significantly upregulated (P < 0.01). Tregs were increased in TNBC (P < 0.05), with CD8 + TILs decreased (P < 0.01). Ki-67 index was higher in TNBC than in non-TNBC (P < 0.01). ATM may play an important role in immunoreaction of LPBC, probably through upregulation of MICA and down-regulation of FASL and TRAIL. The down-regulated ATM expression in TNBC might be responsible for impaired tumor immunoactivity, rapid tumor growth, and aggressive clinical course.
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Affiliation(s)
- Peng Xu
- Department of Breast Pathology and Lab, Key Laboratory of Breast Cancer of Breast Cancer Prevention and Therapy, National Clinical Research Center of Cancer, Tianjin Medical University Cancer Institute and Hospital, West Huanhu Road, Tianjin, 300060, China
| | - Yuanyuan Sun
- Department of Breast Pathology and Lab, Key Laboratory of Breast Cancer of Breast Cancer Prevention and Therapy, National Clinical Research Center of Cancer, Tianjin Medical University Cancer Institute and Hospital, West Huanhu Road, Tianjin, 300060, China
| | - Yuanming Song
- Department of Breast Pathology and Lab, Key Laboratory of Breast Cancer of Breast Cancer Prevention and Therapy, National Clinical Research Center of Cancer, Tianjin Medical University Cancer Institute and Hospital, West Huanhu Road, Tianjin, 300060, China
| | - Jiao Jiao
- Department of Breast Pathology and Lab, Key Laboratory of Breast Cancer of Breast Cancer Prevention and Therapy, National Clinical Research Center of Cancer, Tianjin Medical University Cancer Institute and Hospital, West Huanhu Road, Tianjin, 300060, China
| | - Beibei Shen
- Department of Breast Pathology and Lab, Key Laboratory of Breast Cancer of Breast Cancer Prevention and Therapy, National Clinical Research Center of Cancer, Tianjin Medical University Cancer Institute and Hospital, West Huanhu Road, Tianjin, 300060, China
| | - Weidong Li
- Department of Breast Pathology and Lab, Key Laboratory of Breast Cancer of Breast Cancer Prevention and Therapy, National Clinical Research Center of Cancer, Tianjin Medical University Cancer Institute and Hospital, West Huanhu Road, Tianjin, 300060, China
| | - Chengying Jiang
- Department of Breast Pathology and Lab, Key Laboratory of Breast Cancer of Breast Cancer Prevention and Therapy, National Clinical Research Center of Cancer, Tianjin Medical University Cancer Institute and Hospital, West Huanhu Road, Tianjin, 300060, China
| | - Yaqing Li
- Department of Breast Pathology and Lab, Key Laboratory of Breast Cancer of Breast Cancer Prevention and Therapy, National Clinical Research Center of Cancer, Tianjin Medical University Cancer Institute and Hospital, West Huanhu Road, Tianjin, 300060, China
| | - Xinmin Zhang
- Department of Pathology, Cooper Medical School of Rowan University, Camden, NJ, USA
| | - Jinpu Yu
- Cancer Molecular Diagnostics Core, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Cancer Immunology and Biotherapy, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Li Fu
- Department of Breast Pathology and Lab, Key Laboratory of Breast Cancer of Breast Cancer Prevention and Therapy, National Clinical Research Center of Cancer, Tianjin Medical University Cancer Institute and Hospital, West Huanhu Road, Tianjin, 300060, China
| | - Xiaojing Guo
- Department of Breast Pathology and Lab, Key Laboratory of Breast Cancer of Breast Cancer Prevention and Therapy, National Clinical Research Center of Cancer, Tianjin Medical University Cancer Institute and Hospital, West Huanhu Road, Tianjin, 300060, China.
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Ravishankar H, Mangani AS, Shankar MB, Joshi M, Devasena T, Parameswaran S, Subramaniam K. Characterization of NCC-RbC-51, an RB cell line isolated from a metastatic site. Histochem Cell Biol 2019; 153:101-109. [DOI: 10.1007/s00418-019-01832-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/20/2019] [Indexed: 02/07/2023]
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35
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Carmona S, Brunel JM, Bonier R, Sbarra V, Robert S, Borentain P, Lombardo D, Mas E, Gerolami R. A squalamine derivative, NV669, as a novel PTP1B inhibitor: in vitro and in vivo effects on pancreatic and hepatic tumor growth. Oncotarget 2019; 10:6651-6667. [PMID: 31803360 PMCID: PMC6877102 DOI: 10.18632/oncotarget.27286] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Accepted: 10/02/2019] [Indexed: 12/14/2022] Open
Abstract
NV669 is an aminosterol derived from squalamine found to possess strong anticancer effects. The aim of this study was to investigate NV669’s beneficial effects on human pancreatic and hepatic cancer models and to decipher the cellular and molecular mechanisms involved in tumor growth decrease upon treatment with NV669. Pancreatic (BxPC3, MiaPaCa-2) and hepatic (HepG2, Huh7) cancer cells were treated with NV669, and the effects recorded on proliferation, cell cycle and death. Results showed that NV669 inhibited the viability of cancer cells, induced cell cycle arrest and subsequently promoted apoptosis. This was accompanied by a decrease in the expression of cyclin B1 and phosphorylated Cdk1 and by a cleavage of pro-apoptotic caspase-8 and PARP-1. Taken together, our studies showed that NV669 inhibits the proliferation of pancreatic and hepatic cancer cells through the regulation of G2/M phase transition via the cyclin B1-Cdk1 complex. In vitro NV669 inhibits PTP1B activity and FAK expression. NV669 impacts on the expression of adhesion molecules CDH-1, -2 and -3 in BxPC3 and Huh7 lines that form cell monolayers. Consecutively NV669 induces cell detachment. This suggests that NV669 by inhibiting PTP1B induces cell detachment and apoptosis.
Subsequently, our in vivo results showed that NV669 inhibited the growth of pancreatic and hepatic tumor xenografts with a significant cell cycle arrest in pre-mitotic phase and an increase of tumor cell apoptosis. Therefore, NV669 may serve as an alternative anticancer agent, used alone or in association with other medications, for the treatment of pancreatic adenocarcinoma and hepatocellular carcinoma.
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Affiliation(s)
- Sylvie Carmona
- Aix Marseille Univ, INSERM, CRO2, Centre de Recherche en Oncologie biologique et Oncopharmacologie, Faculté de médecine, Marseille, France.,Aix Marseille Univ, CNRS, INP, Institut de Neuro-Physiopathologie, Faculté de médecine, Marseille, France
| | | | - Rénaté Bonier
- Aix Marseille Univ, INSERM, CRO2, Centre de Recherche en Oncologie biologique et Oncopharmacologie, Faculté de médecine, Marseille, France.,Aix-Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Centre de Recherche en Cancérologie de Marseille, Marseille, France
| | - Véronique Sbarra
- Aix Marseille Univ, INSERM, CRO2, Centre de Recherche en Oncologie biologique et Oncopharmacologie, Faculté de médecine, Marseille, France.,Aix Marseille Univ, INSERM, INRA, C2VN, Faculté de médecine, Marseille, France
| | - Stéphane Robert
- Aix Marseille Univ, INSERM, INRA, C2VN AMUTICYT Core facility, Faculté de pharmacie, Marseille, France
| | - Patrick Borentain
- Aix Marseille Univ, INSERM, CRO2, Centre de Recherche en Oncologie biologique et Oncopharmacologie, Faculté de médecine, Marseille, France.,Aix Marseille Univ, AP-HM, Assistance Publique des Hôpitaux de Marseille, Centre Hospitalo-Universitaire Timone, Service d'Hépato-Gastro-Entérologie, Marseille, France
| | - Dominique Lombardo
- Aix Marseille Univ, INSERM, CRO2, Centre de Recherche en Oncologie biologique et Oncopharmacologie, Faculté de médecine, Marseille, France
| | - Eric Mas
- Aix Marseille Univ, INSERM, CRO2, Centre de Recherche en Oncologie biologique et Oncopharmacologie, Faculté de médecine, Marseille, France.,Aix-Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Centre de Recherche en Cancérologie de Marseille, Marseille, France
| | - René Gerolami
- Aix Marseille Univ, INSERM, CRO2, Centre de Recherche en Oncologie biologique et Oncopharmacologie, Faculté de médecine, Marseille, France.,Aix Marseille Univ, AP-HM, Assistance Publique des Hôpitaux de Marseille, Centre Hospitalo-Universitaire Timone, Service d'Hépato-Gastro-Entérologie, Marseille, France
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Yıldırım İH, Azzawri AA, Duran T. Thymoquinone induces apoptosis via targeting the Bax/BAD and Bcl-2 pathway in breast cancer cells. DICLE MEDICAL JOURNAL 2019. [DOI: 10.5798/dicletip.620329] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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37
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Mehta A, Kumar D, Chadha P, Goswami M, Vishwakarma G, Panigrahi M, Suryavanshi M, Panaych A. Diagnostic ability of real-time quantitative polymerase chain reaction versus immunohistochemistry for Ki-67 assessment in breast cancer: An Indian perspective. Indian J Med Res 2019; 150:254-260. [PMID: 31719296 PMCID: PMC6886141 DOI: 10.4103/ijmr.ijmr_644_18] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2018] [Indexed: 12/13/2022] Open
Abstract
Background & objectives Breast cancer is the most common cancer of women. Inferior prognosis in some patients has been attributed to the higher proliferative capability of the tumour. Immunohistochemistry (IHC) for Ki-67, despite being a simple and cost-effective method, has not become a valid tool to evaluate this biomarker. This is ascribed to variation in pre-analytical and analytical techniques, variable expression, hotspot distribution and inter-and intra-observer inconsistency. This study was aimed at defining the analytical and clinical validity of real-time quantitative polymerase chain reaction (RT-qPCR) as an alternative to IHC evaluation. Methods This study included a total of 109 patients with invasive breast cancers. Ki-67 IHC visual assessment was compared with the mRNA value determined by RT-qPCR. Concordance between both the methods was assessed. Receiver operating characteristic (ROC) curve analysis and Cohen's kappa value with intraclass correlation were performed. Results The threshold value for Ki-67 by RT-qPCR obtained by ROC curve was 22.23 per cent, which was used to divide breast cancer cases into high proliferative and low proliferative groups. A significant correlation was observed between both the breast cancer groups formed using RT-qPCR threshold as well as median laboratory value of Ki-67 labelling index by IHC. Interpretation & conclusions The study results showed a significant correlation between the two methods. While IHC is subject to technical and interpretative variability, RT-qPCR may offer a more objective alternative.
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Affiliation(s)
- Anurag Mehta
- Department of Laboratory & Transfusion Services, Rajiv Gandhi Cancer Institute & Research Centre, Delhi, India
- Department of Research, Rajiv Gandhi Cancer Institute & Research Centre, Delhi, India
- Department of Molecular Diagnostics & Cell Biology, Rajiv Gandhi Cancer Institute & Research Centre, Delhi, India
| | - Dushyant Kumar
- Department of Molecular Diagnostics & Cell Biology, Rajiv Gandhi Cancer Institute & Research Centre, Delhi, India
| | - Prerna Chadha
- Department of Laboratory & Transfusion Services, Rajiv Gandhi Cancer Institute & Research Centre, Delhi, India
| | - Malini Goswami
- Department of Laboratory & Transfusion Services, Rajiv Gandhi Cancer Institute & Research Centre, Delhi, India
| | - Gayatri Vishwakarma
- Department of Research, Rajiv Gandhi Cancer Institute & Research Centre, Delhi, India
| | - Manoj Panigrahi
- Department of Molecular Diagnostics & Cell Biology, Rajiv Gandhi Cancer Institute & Research Centre, Delhi, India
| | - Moushumi Suryavanshi
- Department of Molecular Diagnostics & Cell Biology, Rajiv Gandhi Cancer Institute & Research Centre, Delhi, India
| | - Ajit Panaych
- Department of Laboratory & Transfusion Services, Rajiv Gandhi Cancer Institute & Research Centre, Delhi, India
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Issac MSM, Yousef E, Tahir MR, Gaboury LA. MCM2, MCM4, and MCM6 in Breast Cancer: Clinical Utility in Diagnosis and Prognosis. Neoplasia 2019; 21:1015-1035. [PMID: 31476594 PMCID: PMC6726925 DOI: 10.1016/j.neo.2019.07.011] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 07/24/2019] [Accepted: 07/29/2019] [Indexed: 12/25/2022] Open
Abstract
Breast cancer is a heterogeneous disease comprising the estrogen receptor (ER)-positive luminal subtype which is subdivided into luminal A and luminal B and ER-negative breast cancer which includes the triple-negative subtype. This study has four aims: 1) to examine whether Minichromosome Maintenance (MCM)2, MCM4, and MCM6 can be used as markers to differentiate between luminal A and luminal B subtypes; 2) to study whether MCM2, MCM4, and MCM6 are highly expressed in triple-negative breast cancer, as there is an urgent need to search for surrogate markers in this aggressive subtype, for drug development purposes; 3) to compare the prognostic values of these markers in predicting relapse-free survival; and 4) to compare the three approaches used for scoring the protein expression of these markers by immunohistochemistry (IHC). MCM2, MCM4, MCM6, and MKI67 mRNA expression was first studied using in silico analysis of available breast cancer datasets. We next used IHC to evaluate their protein expression on tissue microarrays using three scoring methods. MCM2, MCM4, and MCM6 can help in distinction between luminal A and luminal B whose therapeutic management and clinical outcomes are different. MCM2, MCM4, MCM6, and Ki-67 are highly expressed in breast cancer of high histological grades that comprise clinically aggressive tumors such as luminal B, HER2-positive, and triple-negative subtypes. Low transcript expression of these markers is associated with increased probability of relapse-free survival. A positive relationship exists among the three scoring methods of each of the four markers. An independent validation cohort is needed to confirm their clinical utility.
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Affiliation(s)
- Marianne Samir Makboul Issac
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montréal, Quebec, Canada H3T 1J4
| | - Einas Yousef
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montréal, Quebec, Canada H3T 1J4
| | - Muhammad Ramzan Tahir
- The University of Montreal Hospital Research Centre, Montréal, Quebec, Canada H2X 0A9
| | - Louis A Gaboury
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montréal, Quebec, Canada H3T 1J4; Department of Pathology and Cell Biology, Faculty of Medicine, Université de Montréal, Montréal, Quebec, Canada H3T 1J4.
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Perron L, Chang SL, Daigle JM, Vandal N, Theberge I, Diorio C, Lemieux J, Pelletier E, Brisson J. Breast cancer subtype and screening sensitivity in the Quebec Mammography Screening Program. J Med Screen 2018; 26:154-161. [PMID: 30572782 DOI: 10.1177/0969141318816736] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective In mammography screening, interval cancers present a problem. The metric ‘screening sensitivity’ monitors both how well a programme detects cancers and avoids interval cancers. To our knowledge, the effect of breast cancer surrogate molecular subtypes on screening sensitivity has never been evaluated. We aimed to measure the 2-year screening sensitivity according to breast cancer subtypes. Methods We studied 734 women with an invasive breast cancer diagnosed between 2003 and 2007 after participating in one regional division of Quebec’s Mammography Screening Program. They represented 83% of all participating women with an invasive BC diagnosis in that region for that period. Tumours were categorized into ‘luminal A-like’, ‘luminal B-like’, ‘triple-negative’ and ‘HER2-positive’ subtypes. We used logistic regression and marginal standardization to estimate screening sensitivity, sensitivity ratios (SR) and sensitivity differences. We also assessed the mediating effect of grade. Results Adjusted 2-year screening sensitivity was 75.4% in luminal A-like, 66.1% in luminal B-like, 52.9% in triple-negative and 45.3% in HER2-positive, translating into sensitivity ratios of 0.88 (95% confidence interval [CI] = 0.78–0.98) for luminal B-like, 0.70 (CI = 0.56–0.88) for triple-negative and 0.60 (CI = 0.39–0.93) for HER2-positive, when compared with luminal A-like. Grade entirely mediated the subtype-sensitivity association for triple negative and mediated it partly for HER2-positive. Screening round (prevalent vs. incident) did not modify results. Conclusion There was substantial variation in screening sensitivity according to breast cancer subtypes. Aggressive phenotypes showed the lowest sensitivity, an effect that was mediated by grade. Tailoring screening according to women’s subtype risk factors might eventually lead to more efficient programs.
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Affiliation(s)
- Linda Perron
- 1 Institut national de sante publique du Quebec, Quebec, Canada
| | - Sue-Ling Chang
- 2 Centre de recherche du CHU de Québec-Université Laval, Quebec, Canada
| | | | - Nathalie Vandal
- 1 Institut national de sante publique du Quebec, Quebec, Canada
| | | | - Caroline Diorio
- 2 Centre de recherche du CHU de Québec-Université Laval, Quebec, Canada
| | - Julie Lemieux
- 2 Centre de recherche du CHU de Québec-Université Laval, Quebec, Canada
| | - Eric Pelletier
- 1 Institut national de sante publique du Quebec, Quebec, Canada
| | - Jacques Brisson
- 2 Centre de recherche du CHU de Québec-Université Laval, Quebec, Canada
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Pan C, Bhandari A, Liu Y, Xia E, Lin L, Lv S, Wang O. KLP-PI: a new prognostic index for luminal B HER-2-negative breast cancer. Hum Cell 2018; 32:172-184. [PMID: 30560509 DOI: 10.1007/s13577-018-00229-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Accepted: 12/02/2018] [Indexed: 01/03/2023]
Abstract
Luminal B HER-2-negative (LBHN) subtype is one of the major subtypes of breast cancer according to different features, clinical behaviors, and treatment response. The LBHN subtype shows a poor prognosis and is insensitive to endocrine therapy. Our work aim is to investigate the prognostic factor in the LBHN subgroup and, meanwhile, try to obtain an optimal prognostic index (PI) contrapose LBHN subgroup which helps to guide chemotherapy. A total of 515 female LBNH patients who underwent diagnosis and surgery at our hospitals from August 2008 to August 2018 were enrolled. Clinical-pathological information was obtained and immunohistochemistry result was available. From these cases, a 30% Ki-67 LI was employed to divide LBHN into two groups with low and high levels; high Ki-67 LI was associated with GIII tumor grade (P < 0.001), positive axillary lymph nodes (ALN) status (P = 0.018) and negative PR status (P = 0.016), and also seemed to be related to T2-T3 tumor size (P = 0.058). High Ki-67 level (HR = 3.30; P < 0.011), positive ALN (HR = 7.29; P < 0.001) and PR negative (HR = 2.63; P = 0.034) significantly associated with poor 5-year DFS in multivariate Cox's proportional hazard regression model. A novel prognosis prediction model (KLP-PI), based on Ki-67 LI, ALN and PR status, showed a better discriminatory ability compared with traditional Nottingham prognostic index targeted to LBHN breast cancer. Our study highlights that high Ki-67 LI, positive ALN and negative PR status were associated with poor outcome in LBHN patients, and composed by these prognostic factors, KLP-PI improves the prognostic assessment using the Nottingham Prognostic Index when aiming at LBHN subtype.
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Affiliation(s)
- Chuanmeng Pan
- Department of General Surgery, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang, People's Republic of China
| | - Adheesh Bhandari
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Nanbai Xiang Street, Wenzhou, 325000, Zhejiang, People's Republic of China
| | - Yehuan Liu
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Nanbai Xiang Street, Wenzhou, 325000, Zhejiang, People's Republic of China
| | - Erjie Xia
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Nanbai Xiang Street, Wenzhou, 325000, Zhejiang, People's Republic of China
| | - Lizhi Lin
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Nanbai Xiang Street, Wenzhou, 325000, Zhejiang, People's Republic of China
| | - Shixu Lv
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Nanbai Xiang Street, Wenzhou, 325000, Zhejiang, People's Republic of China.
| | - Ouchen Wang
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Nanbai Xiang Street, Wenzhou, 325000, Zhejiang, People's Republic of China.
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Assessment of proliferative index in different grades of breast cancers using AgNOR (Agyrophilic Nuclear Organizer Region) expression. BENI-SUEF UNIVERSITY JOURNAL OF BASIC AND APPLIED SCIENCES 2018. [DOI: 10.1016/j.bjbas.2018.06.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Expression of PD-1 on CD4 + Tumor-Infiltrating Lymphocytes in Tumor Microenvironment Associated with Pathological Characteristics of Breast Cancer. J Immunol Res 2018; 2018:5690258. [PMID: 30069490 PMCID: PMC6057338 DOI: 10.1155/2018/5690258] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 05/16/2018] [Accepted: 05/23/2018] [Indexed: 12/30/2022] Open
Abstract
Objective This study aimed to investigate the correlation of CD4+/PD-1+ or CD4+/PD-1− tumor-infiltrating lymphocytes with pathological characteristics in breast cancer patients. Methods A cross-sectional study consecutively recruited 133 patients with invasive ductal breast cancer. The expression of CD4, programmed cell death protein 1 (PD-1), CK7, CK20, E-cadherin, or Ki-67 was detected by immunohistochemistry. The associations between CD4+/PD-1+ or CD4+/PD-1− tumor-infiltrating lymphocytes and pathological characteristics were evaluated. Results Elderly patients intended to have a lower level of CD4+/PD-1− tumor-infiltrating lymphocytes (p < 0.05). Patients with positive E-cadherin expression had higher median cell counts of CD4+/PD-1− tumor-infiltrating lymphocytes than patients with negative E-cadherin expression (30/HPF versus 10/HPF, p < 0.05). Counts of CD4+/PD-1+ tumor-infiltrating lymphocytes had a significant correlation with Ki-67 index that the correlation coefficient was 0.29 (p = 0.001). Positive CK20 expression was related to a higher level of CD4+/PD-1− tumor-infiltrating lymphocytes than negative CK20 expression (73/HPF versus 30/HPF, p < 0.05). Conclusion CD4+/PD-1+ or CD4+/PD-1− tumor-infiltrating lymphocytes showed diverse association with pathological features of breast cancer. CD4+/PD-1+ tumor-infiltrating lymphocytes had a significant relationship with Ki-67 expression whereas CD4+/PD-1− tumor-infiltrating lymphocytes had a significant relationship with E-cadherin expression. Further studies are warranted to explore the immunomodulatory effects of phenotypes of CD4+ T cell subsets in breast cancer.
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Zheng ZH, Liu L, Zou SF, Xu YT, Chen CC, Liang WL, Guo BL, Wang Y, Zhu KY, Liu JN, Xu DD, Wang JY, Lin JY, Liu L, Zhang JG, Chen X. Experimental study on the clinical effects of Xiaoru Sanjie Jiaonang on mammary glands hyperplasia and ki-67. Am J Transl Res 2018; 10:837-846. [PMID: 29636873 PMCID: PMC5883124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Accepted: 03/02/2018] [Indexed: 06/08/2023]
Abstract
OBJECTIVE This study aims to observe the effect and mechanism of Xiaoru Sanjie Jiaonang (XRSJ) on the treatment of mammary gland hyperplasia, and provide a theoretical basis and clinical evidence for clinical expansion. METHODS Japanese white rabbits were randomly divided into three groups: high-, middle- and low-dose groups; Xiaoyao Pill group; model control group; normal control group. The observation points were as follows: before XRSJ administration, three months after XRSJ administration, and three months after XRSJ discontinuance. Changes in breast height, morphological changes of the mammary gland under a light and electron microscope, and the expression of ki-67 were observed. At the same time, patients diagnosed with mammary gland hyperplasia at an Outpatient Clinic were selected and divided into treatment groups. These patients received XRSJ and Xiaoyao Pills, respectively, for one month, while patients in the control group did not receive any drug treatment. Clinical efficacy was observed while rechecking at the Outpatient Clinic after three months. Treatment with a therapeutic dose of XRSJ could significantly reduce breast height, decrease the number of lobules and acini in hyperplastic mammary glands and the layer number of ductal glandular epithelial cells, substantially lower the content of serum estradiol (E2), significantly downregulate the expression of ki-67 protein in mammary tissues, and inhibit mammary gland hyperplasia. CONCLUSION XRSJ treatment can relieve mammary tissue hyperplastic lesions, reduce E2 levels and downregulate the expression of ki-67. It has a significant therapeutic effect on mammary gland hyperplasia.
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Affiliation(s)
- Zi-Hao Zheng
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Lin Liu
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Shi-Fang Zou
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Yu-Ting Xu
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Cui-Cui Chen
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Wen-Long Liang
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Bao-Liang Guo
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Yu Wang
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Kai-Yuan Zhu
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Jie-Na Liu
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Dan-Dan Xu
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Ji-Yan Wang
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Jia-Yan Lin
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Li Liu
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Jian Guo Zhang
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
| | - Xi Chen
- Department of Breast Surgery, The Second Affiliated Hospital of Harbin Medical UniversityHarbin 150081, Heilongjiang, China
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New insights into the prognostic value of Ki-67 labeling index in patients with triple-negative breast cancer. Oncotarget 2017; 7:24824-31. [PMID: 27050075 PMCID: PMC5029745 DOI: 10.18632/oncotarget.8531] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2015] [Accepted: 02/23/2016] [Indexed: 12/31/2022] Open
Abstract
The clinicopathological importance of the Ki-67 labeling index (LI) in breast cancer has been studied intensely; however, its prognostic significance in triple-negative breast cancer (TNBC) is unclear. We aimed to determine the optimal Ki-67 cut-off point to demonstrate its prognostic relevance for breast-cancer-specific survival (BCSS) in TNBC patients. A total of 571 female TNBC patients underwent diagnosis and surgery at our institution from January 2002 to June 2011. Clinicopathological information for all patients was available and categorized by Ki-67 LI and age at diagnosis. The cut-off values for Ki-67 LI and age were selected using the medians. A varying-coefficient Cox model was used to describe the effect of Ki-67 LI on BCSS outcomes changing with age after adjustment for disease characteristics. For survival analysis, the Kaplan–Meier method and the log-rank test were used. Cox proportional hazards models were applied to determine the association of Ki-67 LI and age with BCSS outcomes after adjustment for disease characteristics. Median age was 50 years, and median Ki-67 LI was 35% (range, 0 – 97.5%). There was no prognostic significance of stratification by Ki-67 LI in all patients. When analyzing age at diagnosis as a continuous variable, the log-transformed HRKi67 > 35% vs. ≤ 35% for BCSS increased in an S-shaped curve with increasing age up to about 50 years-old and remained higher-risk for high Ki-67 LI. After adjusting for clinicopathological risk factors, low Ki-67 LI was a poor prognostic factor for BCSS (HR: 0.36, 95% CI: 0.14–0.96, P = 0.042) in patients of ≤ 50 years, but not in patients diagnosed at > 50 years (hazard ratio [HR]: 1.57, 95% CI: 0.76–3.22, P = 0.241). In conclusion, lower Ki-67 LI has poor prognosis relevance in TNBC patients diagnosed at ≤ 50 years-old. Further validation of the clinical significance of Ki-67 LI in TNBC is required.
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Wang G, Chen X, Liang Y, Wang W, Shen K. A Long Noncoding RNA Signature That Predicts Pathological Complete Remission Rate Sensitively in Neoadjuvant Treatment of Breast Cancer. Transl Oncol 2017; 10:988-997. [PMID: 29096247 PMCID: PMC5671410 DOI: 10.1016/j.tranon.2017.09.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Revised: 09/14/2017] [Accepted: 09/14/2017] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Mounting evidence suggests that long noncoding RNAs (lncRNAs) are closely related to pathological complete response (pCR) in neoadjuvant treatment of breast cancer. Here, we construct lncRNA associated models to predict pCR rate. METHODS LncRNA expression profiles of breast cancer patients treated with neoadjuvant chemotherapy (NAC) were obtained from Gene Expression Omnibus by repurposing existing microarray data. The prediction model was firstly built by analyzing the correlation between pCR and lncRNA expression in the discovery dataset GSE 25066 (n=488). Another three independent datasets, GSE20194 (n=278), GSE20271 (n=178), and GSE22093 (n=97), were integrated as the validation cohort to assess the prediction efficiency. RESULTS A novel lncRNA signature (LRS) consisting of 36 lncRNAs was identified. Based on this LRS, patients with NAC treatment were divided into two groups: LRS-high group and LRS-low group, with positive correlation of pCR rate in the discovery dataset. In the validation cohort, univariate and multivariate analyses both demonstrated that high LRS was associated with higher pCR rate. Subgroup analysis confirmed that this model performed well in luminal B [odds ratio (OR)=5.4; 95% confidence interval (CI)=2.7-10.8; P=1.47e-06], HER2-enriched (OR=2.5; 95% CI=1.1-5.7; P=.029), and basal-like (OR=5.5; 95% CI=2.3-16.2; P=5.32e-04) subtypes. Compared with other preexisting prediction models, LRS demonstrated better performance with higher area under the curve. Functional annotation analysis suggested that lncRNAs in this signature were mainly involved in cancer proliferation process. CONCLUSION Our findings indicated that our lncRNA signature was sensitive to predict pCR rate in the neoadjuvant treatment of breast cancer, which deserves further evaluation.
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Affiliation(s)
- Gen Wang
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, PR China; Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Xiaosong Chen
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, PR China
| | - Yue Liang
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, PR China
| | - Wei Wang
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, PR China
| | - Kunwei Shen
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, PR China.
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Abo-Aziza FAM, Zaki AA, El-Shemy A, Elhalem SSA, Amer AS. Immunological and histopathological changes in sheep affected with cutaneous squamous cell carcinoma and treated immunotherapeutically. Vet World 2017; 10:1094-1103. [PMID: 29062199 PMCID: PMC5639108 DOI: 10.14202/vetworld.2017.1094-1103] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Accepted: 08/29/2017] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND AND AIM Recently, it has been recorded unexpected percentage of cutaneous squamous cell carcinoma (cSCC) in sheep. Despite the improvement in surgical treatment, the outcome of animals remains limited by metastatic relapse. Although antibodies for cancer treatment have been practiced for many decades, the use of this methodology in animals is deficient. This study aimed to establish cSCC therapy by tumor cell protein antibody (Ab1) or secondary antibody (Ab2) raised by two series of immunization in the same strain of rabbits. MATERIALS AND METHODS A total of 19 Ossimi sheep were used (14 sheep suffered from cSCC and 5 were apparently healthy). Each animal from control healthy group (n=5) and control cSCC (n=4) group was treated with a course of eight injections of normal globulins. Animals in the third (n=5) and the last (n=5) groups received a course of eight injections of Ab1and Ab2, respectively. Each tumor was measured before and after treatment. The eight injections were applied at 1st, 3rd, 5th, 7th, and 9th week and the remaining three injections were at 1 week interval. Tissue specimens and blood samples were taken for histological and immunological studies. RESULTS The obtained results revealed that injection of Ab1 might prevent the bad prognostic picture of polymorph infiltration without any criteria of regression % of tumor. Treatment with Ab2 showed regression of tumor size ranged between minimum of 8.99% and maximum of 78.12%, however, the measurements in most cases reached the maximum regression after the past two injections. In additions, infiltration of lymphocytes to tumor site, normalization of leukocytes picture and also increase of antibody titer were observed. CONCLUSION This profile might confirm that Ab2 could act as an antigen and encourage us to use it as a tumor vaccine. Extensive studies are needed to isolate the idiotypic portion of Ab1 for raising Ab2 as an anti-idiotypic antibody to be used as tumor vaccine. The question of how lymphocyte traffic to the tumor site as a result of Ab2 injection needs further investigation.
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Affiliation(s)
- Faten A. M. Abo-Aziza
- Department of Parasitology and Animal Diseases, Veterinary Research Division, National Research Centre, Cairo, Egypt
| | - A. A. Zaki
- Department of Physiology, Faculty of Veterinary Medicine, Cairo University, Giza, Egypt
| | - A. El-Shemy
- Department of Parasitology and Animal Diseases, Veterinary Research Division, National Research Centre, Cairo, Egypt
| | - Sahar S. Abd Elhalem
- Department of Zoology, Women Faculty for Arts, Science and Education, Ain Shams University, Cairo, Egypt
| | - Amany S. Amer
- Department of Zoology, Women Faculty for Arts, Science and Education, Ain Shams University, Cairo, Egypt
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The Performance of Ki-67 Labeling Index in Different Specimen Categories of Invasive Ductal Carcinoma of the Breast Using 2 Scoring Methods. Appl Immunohistochem Mol Morphol 2017; 25:86-90. [PMID: 26509909 DOI: 10.1097/pai.0000000000000268] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
In breast carcinoma proliferative rate is not only prognostic, but also predictive factor. Ki-67 labeling index (Ki-67 LI) is a superior and more reproducible way to assess proliferation than counting mitoses. There are different Ki-67 LI cut-off values proposed for stratification. The best method of scoring Ki-67 LI is still controversial. Our aim was to test the consensus of Ki-67 LI read in the 2 most common specimens, diagnostic core biopsies (CNB) and surgical excision (SE), first using the hot spot (HS) for counting, and then the average (Av) Ki-67 LI. Cases diagnosed as having invasive duct breast carcinoma on CNB followed by SE over 6 years were recruited (n=96). Ki-67 LI was counted in both specimen types using HS and Av scoring methods. For both methods, agreement between the 2 specimen categories was tested using different cut-off values. Intraobserver reproducibility was also measured for both scoring methods. Ki-67 LI was significantly lower in CNBs compared with SEs (mean difference: -13.3 and -6.3, P<0.001, using HS and Av methods, respectively). The agreement between Ki-67 LI in CNBs and SEs using 10, 14, and 20 as cut-off value was superior when we used Av method (for κ=0.793, 0.814, and 0.745; vs. for HS: κ=0.542, 0.525, and 0.672, respectively). Intraobserver reproducibility ranged from very good to perfect for both methods. Our results suggested that specimen-specific cut-off value should be applied for both scoring methods.
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Pereira PD, Serra-Caetano A, Cabrita M, Bekman E, Braga J, Rino J, Santus R, Filipe PL, Sousa AE, Ferreira JA. Quantification of cell cycle kinetics by EdU (5-ethynyl-2'-deoxyuridine)-coupled-fluorescence-intensity analysis. Oncotarget 2017; 8:40514-40532. [PMID: 28465489 PMCID: PMC5522303 DOI: 10.18632/oncotarget.17121] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Accepted: 04/03/2017] [Indexed: 01/05/2023] Open
Abstract
We propose a novel single-deoxynucleoside-based assay that is easy to perform and provides accurate values for the absolute length (in units of time) of each of the cell cycle stages (G1, S and G2/M). This flow-cytometric assay takes advantage of the excellent stoichiometric properties of azide-fluorochrome detection of DNA substituted with 5-ethynyl-2'-deoxyuridine (EdU). We show that by pulsing cells with EdU for incremental periods of time maximal EdU-coupled fluorescence is reached when pulsing times match the length of S phase. These pulsing times, allowing labelling for a full S phase of a fraction of cells in asynchronous populations, provide accurate values for the absolute length of S phase. We characterized additional, lower intensity signals that allowed quantification of the absolute durations of G1 and G2 phases.Importantly, using this novel assay data on the lengths of G1, S and G2/M phases are obtained in parallel. Therefore, these parameters can be estimated within a time frame that is shorter than a full cell cycle. This method, which we designate as EdU-Coupled Fluorescence Intensity (E-CFI) analysis, was successfully applied to cell types with distinctive cell cycle features and shows excellent agreement with established methodologies for analysis of cell cycle kinetics.
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Affiliation(s)
- Pedro D. Pereira
- Instituto de Medicina Molecular, Faculdade Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal
| | - Ana Serra-Caetano
- Instituto de Medicina Molecular, Faculdade Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal
| | - Marisa Cabrita
- Kennedy Institute of Rheumatology, University of Oxford, OX3 7FY Oxford, United Kingdom
| | - Evguenia Bekman
- Instituto de Medicina Molecular, Faculdade Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal
| | - José Braga
- Instituto de Medicina Molecular, Faculdade Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal
| | - José Rino
- Instituto de Medicina Molecular, Faculdade Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal
| | - Renè Santus
- Muséum National d´Histoire Naturelle, Département RDDM, 75231 Paris, France
| | - Paulo L. Filipe
- Instituto de Medicina Molecular, Faculdade Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal
| | - Ana E. Sousa
- Instituto de Medicina Molecular, Faculdade Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal
| | - João A. Ferreira
- Instituto de Medicina Molecular, Faculdade Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal
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Wang B, Yang L, Zhao Q, Zhu L. Vasohibin 2 as a potential predictor of aggressive behavior of triple-negative breast cancer. Am J Transl Res 2017; 9:2911-2919. [PMID: 28670379 PMCID: PMC5489891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2016] [Accepted: 02/01/2017] [Indexed: 06/07/2023]
Abstract
Triple-negative breast cancer (TNBC) is a subtype breast cancer with aggressive behavior, advanced disease status and poor prognosis. Because of the lack of targeting agents and limited therapeutic options, treatment of TNBC remains a great clinical challenge. Vasohibin 2 (VASH2) was previously identified as an angiogenic factor, but its role in TNBC tumorigenesis is unknown. Using quantitative PCR and western blot analyses, we found that VASH2 is overexpressed in TNBC cells and tissues. Knockdown of VASH2 via siRNA inhibited the proliferation of the TNBC cell lines by delaying cell cycle progression and increasing apoptosis. Further analyses showed that the VASH2-mediated increase in the transcription of fibroblast growth factor-2, vascular endothelial growth factor and vasohibin 1 may be the mechanism underlying these effects. Taken together, these data indicate that VASH2 is abnormally expressed in TNBC, indicating a novel and important role for VASH2 in TNBC malignant transformation.
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Affiliation(s)
- Bin Wang
- Department of Breast Surgery, The Affiliated Tumor Hospital of Xinjiang Medical University789 East Suzhou Street, Urumqi 830011, Xin Jiang, China
| | - Liang Yang
- Department of Breast Surgery, The Affiliated Tumor Hospital of Xinjiang Medical University789 East Suzhou Street, Urumqi 830011, Xin Jiang, China
| | - Qian Zhao
- Department of Breast Surgery, The Affiliated Tumor Hospital of Xinjiang Medical University789 East Suzhou Street, Urumqi 830011, Xin Jiang, China
| | - Liping Zhu
- Department of Breast Surgery, The Affiliated Tumor Hospital of Xinjiang Medical University789 East Suzhou Street, Urumqi 830011, Xin Jiang, China
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50
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Yousef EM, Furrer D, Laperriere DL, Tahir MR, Mader S, Diorio C, Gaboury LA. MCM2: An alternative to Ki-67 for measuring breast cancer cell proliferation. Mod Pathol 2017; 30:682-697. [PMID: 28084344 DOI: 10.1038/modpathol.2016.231] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Revised: 11/28/2016] [Accepted: 11/29/2016] [Indexed: 11/10/2022]
Abstract
Breast cancer is a heterogeneous disease comprising a diversity of tumor subtypes that manifest themselves in a wide variety of clinical, pathological, and molecular features. One important subset, luminal breast cancers, comprises two clinically distinct subtypes luminal A and B each of them endowed with its own genetic program of differentiation and proliferation. Luminal breast cancers were operationally defined as follows: Luminal A: ER+, PR+, HER2-, Ki-67<14% and Luminal B: ER+ and/or PR+, HER2-,Ki-67≥14% or, alternatively ER+ and/or PR+, HER2+, any Ki-67. There is currently a need for a clinically robust and validated immunohistochemical assay that can help distinguish between luminal A and B breast cancer. MCM2 is a family member of the minichromosome maintenance protein complex whose role in DNA replication and cell proliferation is firmly established. As MCM2 appears to be an attractive alternative to Ki-67, we sought to study the expression of MCM2 and Ki-67 in different histological grades and molecular subtypes of breast cancer focusing primarily on ER-positive tumors. MCM2 and Ki-67 mRNA expression were studied using in silico analysis of available DNA microarray and RNA-sequencing data of human breast cancer. We next used immunohistochemistry to evaluate protein expression of MCM2 and Ki-67 on tissue microarrays of invasive breast carcinoma. We found that MCM2 and Ki-67 are highly expressed in breast tumors of high histological grades, comprising clinically aggressive tumors such as triple-negative, HER2-positive and luminal B subtypes. MCM2 expression was detected at higher levels than that of Ki-67 in normal breast tissues and in breast cancers. The bimodal distribution of MCM2 scores in ER+/HER2- breast tumors led to the identification of two distinct subgroups with different relapse-free survival rates. In conclusion, MCM2 expression can help sorting out two clinically important subsets of luminal breast cancer whose treatment and clinical outcomes are likely to diverge.
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Affiliation(s)
- Einas M Yousef
- Institute for Research in Immunology and Cancer, University of Montreal, Montreal, QC, Canada.,Department of Histology, Faculty of Medicine, Menoufia University, Menoufia, Egypt
| | - Daniela Furrer
- Cancer Research Centre at Laval University, Quebec City, QC, Canada.,Oncology Axis, CHU of Quebec Research Center, Hôpital du Saint-Sacrement, Quebec City, QC, Canada.,Department of Social and Preventive Medicine, Faculty of Medicine, Laval University, Quebec City, QC, Canada
| | - David L Laperriere
- Institute for Research in Immunology and Cancer, University of Montreal, Montreal, QC, Canada
| | - Muhammad R Tahir
- The University of Montreal Hospital Research Centre, Montreal, QC, Canada
| | - Sylvie Mader
- Institute for Research in Immunology and Cancer, University of Montreal, Montreal, QC, Canada.,Department of Biochemistry, Faculty of Medicine, University of Montreal, Montreal, QC, Canada
| | - Caroline Diorio
- Cancer Research Centre at Laval University, Quebec City, QC, Canada.,Oncology Axis, CHU of Quebec Research Center, Hôpital du Saint-Sacrement, Quebec City, QC, Canada.,Department of Social and Preventive Medicine, Faculty of Medicine, Laval University, Quebec City, QC, Canada.,Deschênes-Fabia Center for Breast Diseases, Hôpital du St-Sacrement, Quebec City, QC, Canada
| | - Louis A Gaboury
- Institute for Research in Immunology and Cancer, University of Montreal, Montreal, QC, Canada.,Department of Pathology and Cell Biology, Faculty of Medicine, University of Montreal, Montreal, QC, Canada
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