1
|
Dewhirst MW. A translational review of hyperthermia biology. Int J Hyperthermia 2025; 42:2447952. [PMID: 39799944 DOI: 10.1080/02656736.2024.2447952] [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: 09/14/2024] [Revised: 12/20/2024] [Accepted: 12/23/2024] [Indexed: 01/15/2025] Open
Abstract
This review was written to be included in the Special Collection 'Therapy Ultrasound: Medicine's Swiss Army Knife?' The purpose of this review is to provide basic presentation and interpretation of the fundamentals of hyperthermia biology, as it pertains to uses of therapeutic ultrasound. The fundamentals are presented but in the setting of a translational interpretation and a view toward the future. Subjects that require future research and development are highlighted. The effects of hyperthermia are time and temperature dependent. Because intra-tumoral temperatures are non-uniform in tumors, one has to account for differential biologic effects in different parts of a tumor that occur simultaneously during and after hyperthermia.
Collapse
Affiliation(s)
- Mark W Dewhirst
- Gustavo S. Montana Distinguished Professor Emeritus of Radiation Oncology, Duke University School of Medicine, Durham, NC, USA
| |
Collapse
|
2
|
Di Giovannantonio M, Hartley F, Elshenawy B, Barberis A, Hudson D, Shafique HS, Allott VES, Harris DA, Lord SR, Haider S, Harris AL, Buffa FM, Harris BHL. Defining hypoxia in cancer: A landmark evaluation of hypoxia gene expression signatures. CELL GENOMICS 2025; 5:100764. [PMID: 39892389 PMCID: PMC11872601 DOI: 10.1016/j.xgen.2025.100764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 11/04/2024] [Accepted: 01/07/2025] [Indexed: 02/03/2025]
Abstract
Tumor hypoxia drives metabolic shifts, cancer progression, and therapeutic resistance. Challenges in quantifying hypoxia have hindered the exploitation of this potential "Achilles' heel." While gene expression signatures have shown promise as surrogate measures of hypoxia, signature usage is heterogeneous and debated. Here, we present a systematic pan-cancer evaluation of 70 hypoxia signatures and 14 summary scores in 104 cell lines and 5,407 tumor samples using 472 million length-matched random gene signatures. Signature and score choice strongly influenced the prediction of hypoxia in vitro and in vivo. In cell lines, the Tardon signature was highly accurate in both bulk and single-cell data (94% accuracy, interquartile mean). In tumors, the Buffa and Ragnum signatures demonstrated superior performance, with Buffa/mean and Ragnum/interquartile mean emerging as the most promising for prospective clinical trials. This work delivers recommendations for experimental hypoxia detection and patient stratification for hypoxia-targeting therapies, alongside a generalizable framework for signature evaluation.
Collapse
Affiliation(s)
- Matteo Di Giovannantonio
- Computational Biology and Integrative Genomics Lab, Department of Oncology, University of Oxford, Oxford, UK
| | - Fiona Hartley
- Computational Biology and Integrative Genomics Lab, Department of Oncology, University of Oxford, Oxford, UK
| | - Badran Elshenawy
- Computational Biology and Integrative Genomics Lab, Department of Oncology, University of Oxford, Oxford, UK
| | - Alessandro Barberis
- Computational Biology and Integrative Genomics Lab, Department of Oncology, University of Oxford, Oxford, UK
| | - Dan Hudson
- Chinese Academy of Medical Sciences Oxford Institute, University of Oxford, Oxford, UK; The Rosalind Franklin Institute, Didcot, UK
| | | | | | | | - Simon R Lord
- Computational Biology and Integrative Genomics Lab, Department of Oncology, University of Oxford, Oxford, UK
| | - Syed Haider
- Breast Cancer Now Toby Robins Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
| | - Adrian L Harris
- Computational Biology and Integrative Genomics Lab, Department of Oncology, University of Oxford, Oxford, UK
| | - Francesca M Buffa
- Computational Biology and Integrative Genomics Lab, Department of Oncology, University of Oxford, Oxford, UK; CompBio Lab, Department of Computing Sciences, Bocconi University, Milan, Italy; AI and Systems Biology Lab, IFOM - Istituto Fondazione di Oncologia Molecolare ETS, Milan, Italy.
| | - Benjamin H L Harris
- Computational Biology and Integrative Genomics Lab, Department of Oncology, University of Oxford, Oxford, UK; St. Catherine's College, University of Oxford, Oxford, UK; Cutrale Perioperative and Ageing Group, Imperial College London, London, UK.
| |
Collapse
|
3
|
Ba L, Zhao Z, Zhang C, Chu Y, Wu C. Expression and prognostic impact of hypoxia- and immune escape-related genes in triple-negative breast cancer: A comprehensive analysis. Int Immunopharmacol 2025; 146:113810. [PMID: 39689602 DOI: 10.1016/j.intimp.2024.113810] [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: 09/19/2024] [Revised: 11/23/2024] [Accepted: 12/04/2024] [Indexed: 12/19/2024]
Abstract
Triple-negative breast cancer (TNBC) is an aggressive subtype of breast cancer that lacks effective therapeutic options. Hypoxia and immune escape are critical factors that contribute to the progression of and resistance to therapy in patients with TNBC. Nevertheless, few studies have comprehensively analyzed hypoxia and immune escape in patients with TNBC. This study aimed to examine the expression of hypoxia- and immune escape-related genes in TNBC and their influence on prognosis. TNBC datasets were downloaded and processed from The Cancer Genome Atlas and Gene Expression Omnibus. Differential expression analysis identified 4949 differentially expressed genes, between TNBC and normal tissues. The intersection yielded 116 hypoxia- and immune escape-related differentially expressed genes (H&IERDEGs), including KIF4A, BIRC5, and BUB1. Enrichment analyses indicated that H&IERDEGs were significantly enriched in biological processes, including cell chemotaxis, leukocyte migration, and cytokine-cytokine receptor interaction. Subsequently, weighted gene co-expression network analysis identified 43 module genes that were found to define two TNBC subtypes. We constructed a prognostic risk model consisting of eight signature genes, which demonstrated a high predictive performance to predict the overall survival (OS) of patients with TNBC with an area under the curve (AUC) exceeding 0.9 at 1 year survival. This indicates that the model effectively differentiates between outcomes, reflecting its robust performance. This study investigated the roles and potential mechanisms of hypoxia- and immune escape-related genes in TNBC and constructed a prognostic risk model with a high predictive performance. These findings offer novel molecular markers and potential therapeutic targets for TNBC.
Collapse
Affiliation(s)
- Li Ba
- Department of Ultrasound, First Affiliated Hospital of Harbin Medical University, Harbin 150001, PR China
| | - Zhiyu Zhao
- Department of Ultrasound, First Affiliated Hospital of Harbin Medical University, Harbin 150001, PR China; Laboratory of Medical Genetics, Harbin Medical University, Harbin 150001, PR China; Key Laboratory of Preservation of Human Genetic Resources and Disease Control in China (Harbin Medical University), Ministry of Education, Harbin 150001, PR China
| | - Chunmei Zhang
- Department of Ultrasound, First Affiliated Hospital of Harbin Medical University, Harbin 150001, PR China
| | - Yinzhu Chu
- Department of Ultrasound, First Affiliated Hospital of Harbin Medical University, Harbin 150001, PR China
| | - Changjun Wu
- Department of Ultrasound, First Affiliated Hospital of Harbin Medical University, Harbin 150001, PR China.
| |
Collapse
|
4
|
Che J, Chen B, Wang X, Liu B, Xu C, Wang H, Sun J, Feng Q, Zhao X, Song Z. Correlation analysis of DLG5 and PD-L1 expression in triple-negative breast cancer. BMC Cancer 2025; 25:35. [PMID: 39780116 PMCID: PMC11708009 DOI: 10.1186/s12885-025-13428-1] [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: 09/19/2024] [Accepted: 01/02/2025] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND Triple-negative breast cancer (TNBC) is among the most aggressive forms of breast cancer, characterized by a dismal prognosis. In the absence of drug-targetable receptors, chemotherapy remains the sole systemic treatment alternative. Recent advancements in immunotherapy, particularly immune checkpoint inhibitors (ICIs) that target programmed death 1/programmed death ligand 1 (PD-1/PD-L1) and cytotoxic T lymphocyte associated antigen 4 (CTLA-4), have provided renewed optimism for the treatment of patients with TNBC. Prior research has indicated that the expression level of the cell polarity protein discs large homolog 5 (DLG5) correlates with the malignant progression and prognosis of breast cancer; nevertheless, its influence on PD-L1 expression and its function in immunotherapy for TNBC require further investigation. METHODS The hypoxia cell model was established by simulating the cell hypoxic microenvironment in the human SUM159 and MDA-MB-231 cell lines using cobalt II chloride (CoCl2). A combination of PD-L1 inhibitors and DLG5 RNA interference techniques was used, along with various methods including cell counting kit-8 (CCK-8), colony formation, wound healing, transwell migration, reverse transcription-quantitative real-time PCR (RT-qPCR), immunofluorescence, immunohistochemical staining (IHC), expression analysis from datasets and western blotting. These methods were employed to evaluate changes in cell proliferation, migration, and the expression levels of PD-L1 and DLG5. Additionally, the correlation between the expression of PD-L1 and DLG5 in clinical samples was analyzed. RESULTS (1) In vitro experiments, a cellular hypoxia model was effectively established utilizing 150 µM CoCl₂. Under these conditions, cell clone formation, invasiveness, and migration rate were all significantly inhibited. (2) The expression levels of DLG5 and PD-L1 were significantly increased in both MDA-MB-231 and SUM159 cells following treatment with 150 µM CoCl₂. (3) Silencing DLG5 resulted in a considerable upregulation of PD-L1 expression in MDA-MB-231 and SUM159 cells under normoxic circumstances, but it was markedly downregulated under hypoxic settings. Inhibition of PD-L1 expression resulted in a considerable increase in DLG5 expression under normoxic conditions, but it decreased under hypoxic conditions. Correlation research demonstrated an inverse association between the expression of DLG5 and PD-L1 in TNBC tissues. CONCLUSION This study provides new theoretical evidence and potential therapeutic targets for the immunotherapy strategies of TNBC, holding significant clinical application value.
Collapse
Affiliation(s)
- Jingmin Che
- Shaanxi Provincial Key Laboratory of Infection and Immune Diseases, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
- Shaanxi Engineering Research Center of Cell Immunology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
| | - Bo Chen
- Department of Surgical Oncology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
- Graduate Work Department, Xi'an Medical University, Xi'an, Shaanxi, China
| | - Xusheng Wang
- Department of Surgical Oncology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
- Graduate Work Department, Xi'an Medical University, Xi'an, Shaanxi, China
| | - Baoe Liu
- Department of Emergency Surgery, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
| | - Cuixiang Xu
- Shaanxi Provincial Key Laboratory of Infection and Immune Diseases, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
- Shaanxi Engineering Research Center of Cell Immunology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
| | - Huxia Wang
- Department of Breast Disease Center, Shaanxi Provincial Tumor Hospital, Xi'an, Shaanxi, China
| | - Jingying Sun
- Shaanxi Provincial Key Laboratory of Infection and Immune Diseases, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
- Shaanxi Engineering Research Center of Cell Immunology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
| | - Qing Feng
- Shaanxi Provincial Key Laboratory of Infection and Immune Diseases, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
- Shaanxi Engineering Research Center of Cell Immunology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
| | - Xiangrong Zhao
- Shaanxi Provincial Key Laboratory of Infection and Immune Diseases, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
- Shaanxi Engineering Research Center of Cell Immunology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
| | - Zhangjun Song
- Shaanxi Engineering Research Center of Cell Immunology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
- Department of Surgical Oncology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
| |
Collapse
|
5
|
Manescu P, Geradts J, Fernandez-Reyes D. Computational Pathology Detection of Hypoxia-Induced Morphologic Changes in Breast Cancer. THE AMERICAN JOURNAL OF PATHOLOGY 2024:S0002-9440(24)00469-3. [PMID: 39732389 DOI: 10.1016/j.ajpath.2024.10.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 09/19/2024] [Accepted: 10/29/2024] [Indexed: 12/30/2024]
Abstract
Understanding the tumor hypoxic microenvironment is crucial for grasping tumor biology, clinical progression, and treatment responses. This study presents a novel application of artificial intelligence in computational histopathology to evaluate hypoxia in breast cancer. Weakly supervised deep learning models can accurately detect morphologic changes associated with hypoxia in routine hematoxylin and eosin (H&E)-stained whole slide images (WSIs). Our model, HypOxNet, was trained on H&E-stained WSIs from breast cancer primary sites (n = 1016) at ×40 magnification using data from The Cancer Genome Atlas. We used the Hypoxia Buffa signature to measure hypoxia scores, which ranged from -43 to 47, and stratified the samples into hypoxic and normoxic based on these scores. This stratification represented the weak labels associated with each WSI. HypOxNet achieved an average area under the curve of 0.82 on test sets, identifying significant differences in cell morphology between hypoxic and normoxic tissue regions. Importantly, once trained, the HypOxNet model requires only the readily available H&E-stained slides, making it especially valuable in low-resource settings where additional gene expression assays are not available. These artificial intelligence-based hypoxia detection models can potentially be extended to other tumor types and seamlessly integrated into pathology workflows, offering a fast, cost-effective alternative to molecular testing.
Collapse
Affiliation(s)
- Petru Manescu
- Department of Computer Science, Faculty of Engineering Sciences, University College London, London, United Kingdom.
| | - Joseph Geradts
- Department of Pathology, University of California San Francisco, San Francisco, California
| | - Delmiro Fernandez-Reyes
- Department of Computer Science, Faculty of Engineering Sciences, University College London, London, United Kingdom
| |
Collapse
|
6
|
Vu MN, Le HD, Vu TT, Nguyen TN, Chu HH, Bui VN. Integrated RNA Sequencing Analysis Revealed Early Gene Expression Shifts Associated with Cancer Progression in MCF-7 Breast Cancer Cells Cocultured with Adipose-Derived Stem Cells. Curr Issues Mol Biol 2024; 46:11817-11834. [PMID: 39590296 PMCID: PMC11592593 DOI: 10.3390/cimb46110702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 10/08/2024] [Accepted: 10/10/2024] [Indexed: 11/28/2024] Open
Abstract
Breast cancer remains a prevalent global health challenge, with tumor-removal surgeries being among the most common treatments but often leading to aesthetic defects. Adipose-derived stem cell (ADSC)-enriched fat grafting in breast reconstruction offers promising therapeutic benefits. However, concerns about its oncological safety persist, particularly regarding the potential risks of promoting cancer recurrence. This study investigated the effects of ADSCs on breast cancer progression by coculturing ADSCs with the MCF-7 breast cancer cell line for a short cell cultivation period of 3 days. We performed an RNA-seq analysis to identify significant transcriptomic changes in cocultured MCF-7 cells and carried out functional enrichment analyses to uncover key biological pathways influenced by ADSCs. Our findings revealed that transcriptomic alterations in MCF-7 cells are linked to aggressive cancer traits, including the upregulation of epithelial-mesenchymal transition (EMT) and the HIF-1 signaling pathway, which indicate a shift toward aerobic glycolysis. Some of the observed gene expression changes also correlated with relapse risk and mortality. These findings underscore the need for further research to explore the implications of these genes and pathways in driving aggressive cancer phenotypes and assess the safety of ADSCs in clinical settings.
Collapse
Affiliation(s)
- Minh Ngoc Vu
- Institute of Biotechnology (IBT), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam (H.H.C.)
- University of Science, Vietnam National University (VNU-HUS), Hanoi 100000, Vietnam
| | - Hoang Duc Le
- Institute of Biotechnology (IBT), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam (H.H.C.)
- Faculty of Biotechnology, Graduate University of Science and Technology (GUST), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam
| | - Thi Tien Vu
- Institute of Biotechnology (IBT), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam (H.H.C.)
| | - Trung Nam Nguyen
- Institute of Biotechnology (IBT), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam (H.H.C.)
- Faculty of Biotechnology, Graduate University of Science and Technology (GUST), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam
| | - Hoang Ha Chu
- Institute of Biotechnology (IBT), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam (H.H.C.)
- Faculty of Biotechnology, Graduate University of Science and Technology (GUST), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam
| | - Van Ngoc Bui
- Institute of Biotechnology (IBT), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam (H.H.C.)
- Faculty of Biotechnology, Graduate University of Science and Technology (GUST), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam
| |
Collapse
|
7
|
Bao R, Qu H, Li B, Cheng K, Miao Y, Wang J. The role of metabolic reprogramming in immune escape of triple-negative breast cancer. Front Immunol 2024; 15:1424237. [PMID: 39192979 PMCID: PMC11347331 DOI: 10.3389/fimmu.2024.1424237] [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: 04/27/2024] [Accepted: 07/29/2024] [Indexed: 08/29/2024] Open
Abstract
Triple-negative breast cancer (TNBC) has become a thorny problem in the treatment of breast cancer because of its high invasiveness, metastasis and recurrence. Although immunotherapy has made important progress in TNBC, immune escape caused by many factors, especially metabolic reprogramming, is still the bottleneck of TNBC immunotherapy. Regrettably, the mechanisms responsible for immune escape remain poorly understood. Exploring the mechanism of TNBC immune escape at the metabolic level provides a target and direction for follow-up targeting or immunotherapy. In this review, we focus on the mechanism that TNBC affects immune cells and interstitial cells through hypoxia, glucose metabolism, lipid metabolism and amino acid metabolism, and changes tumor metabolism and tumor microenvironment. This will help to find new targets and strategies for TNBC immunotherapy.
Collapse
Affiliation(s)
- Ruochen Bao
- Thyroid and Breast Surgery, Yantai Affiliated Hospital of Binzhou Medical University, The 2Medical College of Binzhou Medical University, Yantai, China
| | - Hongtao Qu
- Emergency Department of Yantai Mountain Hospital, Yantai, China
| | - Baifeng Li
- Thyroid and Breast Surgery, Yantai Affiliated Hospital of Binzhou Medical University, The 2Medical College of Binzhou Medical University, Yantai, China
| | - Kai Cheng
- Thyroid and Breast Surgery, Yantai Affiliated Hospital of Binzhou Medical University, The 2Medical College of Binzhou Medical University, Yantai, China
| | - Yandong Miao
- Cancer Center, Yantai Affiliated Hospital of Binzhou Medical University, The 2 Medical College of Binzhou Medical University, Yantai, China
| | - Jiangtao Wang
- Thyroid and Breast Surgery, Yantai Affiliated Hospital of Binzhou Medical University, The 2Medical College of Binzhou Medical University, Yantai, China
| |
Collapse
|
8
|
Attia Y, Hakeem A, Samir R, Mohammed A, Elsayed A, Khallaf A, Essam E, Amin H, Abdullah S, Hikmat S, Hossam T, Mohamed Z, Aboelmagd Z, Hammam O. Harnessing adrenergic blockade in stress-promoted TNBC in vitro and solid tumor in vivo: disrupting HIF-1α and GSK-3β/β-catenin driven resistance to doxorubicin. Front Pharmacol 2024; 15:1362675. [PMID: 38962320 PMCID: PMC11220203 DOI: 10.3389/fphar.2024.1362675] [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: 12/28/2023] [Accepted: 04/30/2024] [Indexed: 07/05/2024] Open
Abstract
Sympathetic activation triggered by chronic stress afflicting cancer survivors is an emerging modulator of tumorigenesis. Adrenergic blockade was previously associated with improving response to doxorubicin (DOX) in triple-negative breast cancer (TNBC), yet the precise underlying mechanisms remain obscure. The resilience of cancer stem cells (CSCs) during chemotherapy fosters resistance and relapse. Hypoxia-inducible factor-1α (HIF-1α) and β-catenin are intertwined transcriptional factors that enrich CSCs and evidence suggests that their expression could be modulated by systemic adrenergic signals. Herein, we aimed to explore the impact of adrenoreceptor blockade using carvedilol (CAR) on DOX and its potential to modulate CSCs overcoming chemoresistance. To achieve this aim, in vitro studies were conducted using adrenaline-preincubated MDA-MB-231 cells and in vivo studies using a chronic restraint stress-promoted solid tumor mouse model. Results revealed that adrenaline increased TNBC proliferation and induced a phenotypic switch reminiscent of CSCs, as evidenced by enhanced mammosphere formation. These results paralleled an increase in aldehyde dehydrogenase-1 (ALDH-1) and Nanog expression levels as well as HIF-1α and β-catenin upsurge. In vivo, larger tumor volumes were observed in mice under chronic stress compared to their unstressed counterparts. Adrenergic blockade using CAR, however, enhanced the impact DOX had on halting TNBC cell proliferation and tumor growth via enhanced apoptosis. CAR also curbed HIF-1α and β-catenin tumor levels subsequently suppressing ALDH-1 and SOX2. Our study unveils a central role for HIF-1α linking stress-induced sympathetic activation fueling CSC enrichment via the β-catenin pathway. It also highlights novel insights into CAR's capacity in reversing DOX chemoresistance in TNBC.
Collapse
Affiliation(s)
- Yasmeen Attia
- Pharmacology Department, Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
- Health Research Center of Excellence, Drug Research and Development Group, Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | - Andrew Hakeem
- Pharmacology Department, Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
- Health Research Center of Excellence, Drug Research and Development Group, Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | - Rawda Samir
- Health Research Center of Excellence, Drug Research and Development Group, Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | - Aya Mohammed
- Pharmacology Department, Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | | | - Alaa Khallaf
- Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | - Eman Essam
- Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | - Hossameldeen Amin
- Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | - Sarah Abdullah
- Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | - Salwan Hikmat
- Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | - Tarek Hossam
- Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | - Ziad Mohamed
- Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | - Ziad Aboelmagd
- Faculty of Pharmacy, The British University in Egypt, El-Sherouk City, Egypt
| | - Olfat Hammam
- Pathology Department, Theodor Bilharz Research Institute, Giza, Egypt
| |
Collapse
|
9
|
Costin IC, Marcu LG. Affinity of PET-MRI Tracers for Hypoxic Cells in Breast Cancer: A Systematic Review. Cells 2024; 13:1048. [PMID: 38920676 PMCID: PMC11202228 DOI: 10.3390/cells13121048] [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: 04/26/2024] [Revised: 06/04/2024] [Accepted: 06/14/2024] [Indexed: 06/27/2024] Open
Abstract
Tumour hypoxia is a known microenvironmental culprit for treatment resistance, tumour recurrence and promotion of metastatic spread. Despite the long-known existence of this factor within the tumour milieu, hypoxia is still one of the greatest challenges in cancer management. The transition from invasive and less reliable detection methods to more accurate and non-invasive ways to identify and quantify hypoxia was a long process that eventually led to the promising results showed by functional imaging techniques. Hybrid imaging, such as PET-CT, has the great advantage of combining the structural or anatomical image (offered by CT) with the functional or metabolic one (offered by PET). However, in the context of hypoxia, it is only the PET image taken after appropriate radiotracer administration that would supply hypoxia-specific information. To overcome this limitation, the development of the latest hybrid imaging systems, such as PET-MRI, enables a synergistic approach towards hypoxia imaging, with both methods having the potential to provide functional information on the tumour microenvironment. This study is designed as a systematic review of the literature on the newest developments of PET-MRI for the imaging of hypoxic cells in breast cancer. The analysis includes the affinity of various PET-MRI tracers for hypoxia in this patient group as well as the correlations between PET-specific and MRI-specific parameters, to offer a broader view on the potential for the widespread clinical implementation of this hybrid imaging technique.
Collapse
Affiliation(s)
- Ioana-Claudia Costin
- Faculty of Physics, West University of Timisoara, 300223 Timisoara, Romania;
- Bihor County Emergency Clinical Hospital, 410167 Oradea, Romania
| | - Loredana G. Marcu
- Faculty of Informatics & Science, University of Oradea, 410087 Oradea, Romania
- UniSA Allied Health & Human Performance, University of South Australia, Adelaide, SA 5001, Australia
| |
Collapse
|
10
|
Han YJ, Liu S, Hardeman A, Rajagopal PS, Mueller J, Khramtsova G, Sanni A, Ajani M, Clayton W, Hurley IW, Yoshimatsu TF, Zheng Y, Parker J, Perou CM, Olopade OI. The VEGF-Hypoxia Signature Is Upregulated in Basal-like Breast Tumors from Women of African Ancestry and Associated with Poor Outcomes in Breast Cancer. Clin Cancer Res 2024; 30:2609-2618. [PMID: 38564595 DOI: 10.1158/1078-0432.ccr-23-1526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 11/21/2023] [Accepted: 03/29/2024] [Indexed: 04/04/2024]
Abstract
PURPOSE Black women experience the highest breast cancer mortality rate compared with women of other racial/ethnic groups. To gain a deeper understanding of breast cancer heterogeneity across diverse populations, we examined a VEGF-hypoxia gene expression signature in breast tumors from women of diverse ancestry. EXPERIMENTAL DESIGN We developed a NanoString nCounter gene expression panel and applied it to breast tumors from Nigeria (n = 182) and the University of Chicago (Chicago, IL; n = 161). We also analyzed RNA sequencing data from Nigeria (n = 84) and The Cancer Genome Atlas (TCGA) datasets (n = 863). Patient prognosis was analyzed using multiple datasets. RESULTS The VEGF-hypoxia signature was highest in the basal-like subtype compared with other subtypes, with greater expression in Black women compared with White women. In TCGA dataset, necrotic breast tumors had higher scores for the VEGF-hypoxia signature compared with non-necrosis tumors (P < 0.001), with the highest proportion in the basal-like subtype. Furthermore, necrotic breast tumors have higher scores for the proliferation signature, suggesting an interaction between the VEGF-hypoxia signature, proliferation, and necrosis. T-cell gene expression signatures also correlated with the VEGF-hypoxia signature when testing all tumors in TCGA dataset. Finally, we found a significant association of the VEGF-hypoxia profile with poor outcomes when using all patients in the METABRIC (P < 0.0001) and SCAN-B datasets (P = 0.002). CONCLUSIONS These data provide further evidence for breast cancer heterogeneity across diverse populations and molecular subtypes. Interventions selectively targeting VEGF-hypoxia and the immune microenvironment have the potential to improve overall survival in aggressive breast cancers that disproportionately impact Black women in the African Diaspora.
Collapse
Affiliation(s)
- Yoo Jane Han
- Center for Clinical Cancer Genetics and Global Health, Department of Medicine, University of Chicago, Chicago, Illinois
| | - Siyao Liu
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Ashley Hardeman
- Center for Clinical Cancer Genetics and Global Health, Department of Medicine, University of Chicago, Chicago, Illinois
| | - Padma Sheila Rajagopal
- Center for Clinical Cancer Genetics and Global Health, Department of Medicine, University of Chicago, Chicago, Illinois
| | - Jeffrey Mueller
- Department of Pathology, University of Chicago, Chicago, Illinois
| | - Galina Khramtsova
- Center for Clinical Cancer Genetics and Global Health, Department of Medicine, University of Chicago, Chicago, Illinois
| | - Ayodele Sanni
- Department of Pathology and Forensic Medicine, Lagos State University Teaching Hospital, Ikeja, Lagos, Nigeria
| | - Mustapha Ajani
- Department of Pathology, College of Medicine, University of Ibadan/University College Hospital, Ibadan, Oyo, Nigeria
| | - Wendy Clayton
- Center for Clinical Cancer Genetics and Global Health, Department of Medicine, University of Chicago, Chicago, Illinois
| | - Ian W Hurley
- Center for Clinical Cancer Genetics and Global Health, Department of Medicine, University of Chicago, Chicago, Illinois
| | - Toshio F Yoshimatsu
- Center for Clinical Cancer Genetics and Global Health, Department of Medicine, University of Chicago, Chicago, Illinois
| | - Yonglan Zheng
- Center for Clinical Cancer Genetics and Global Health, Department of Medicine, University of Chicago, Chicago, Illinois
| | - Joel Parker
- Department of Genetics, University of North Carolina, Chapel Hill, North Carolina
| | - Charles M Perou
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Olufunmilayo I Olopade
- Center for Clinical Cancer Genetics and Global Health, Department of Medicine, University of Chicago, Chicago, Illinois
| |
Collapse
|
11
|
Colak B, Ertas YN. Implantable, 3D-Printed Alginate Scaffolds with Bismuth Sulfide Nanoparticles for the Treatment of Local Breast Cancer via Enhanced Radiotherapy. ACS APPLIED MATERIALS & INTERFACES 2024; 16:15718-15729. [PMID: 38506616 PMCID: PMC10995896 DOI: 10.1021/acsami.3c17024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 03/05/2024] [Accepted: 03/05/2024] [Indexed: 03/21/2024]
Abstract
Surgical removal of tumor tissue remains the primary clinical approach for addressing breast cancer; however, complete tumor excision is challenging, and the remaining tumor cells can lead to tumor recurrence and metastasis over time, which substantially deteriorates the life quality of the patients. With the aim to improve local cancer radiotherapy, this work reports the fabrication of alginate (Alg) scaffolds containing bovine serum albumin (BSA)-coated bismuth sulfide (Bi2S3@BSA) nanoradiosensitizers using three-dimensional (3D) printing. Under single-dose X-ray irradiation in vitro, Alg-Bi2S3@BSA scaffolds significantly increase the formation of reactive oxygen species, enhance the inhibition of breast cancer cells, and suppress their colony formation capacity. In addition, scaffolds implanted under tumor tissue in murine model show high therapeutic efficacy by reducing the tumor volume growth rate under single-dose X-ray irradiation, while histological observation of main organs reveals no cytotoxicity or side effects. 3D-printed Alg-Bi2S3@BSA scaffolds produced with biocompatible and biodegradable materials may potentially lower the recurrence and metastasis rates in breast cancer patients by inhibiting residual tumor cells following postsurgery as well as exhibit anticancer properties in other solid tumors.
Collapse
Affiliation(s)
- Busra Colak
- ERNAM—Nanotechnology
Research and Application Center, Erciyes
University, Kayseri 38039, Türkiye
- Department
of Biomedical Engineering, Erciyes University, Kayseri 38039, Türkiye
| | - Yavuz Nuri Ertas
- ERNAM—Nanotechnology
Research and Application Center, Erciyes
University, Kayseri 38039, Türkiye
- Department
of Biomedical Engineering, Erciyes University, Kayseri 38039, Türkiye
- UNAM—Institute
of Materials Science and Nanotechnology, Bilkent University, Ankara 06800, Türkiye
| |
Collapse
|
12
|
Patwardhan RS, Rai A, Sharma D, Sandur SK, Patwardhan S. Txnrd1 as a prognosticator for recurrence, metastasis and response to neoadjuvant chemotherapy and radiotherapy in breast cancer patients. Heliyon 2024; 10:e27011. [PMID: 38524569 PMCID: PMC10958228 DOI: 10.1016/j.heliyon.2024.e27011] [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: 08/17/2023] [Revised: 01/17/2024] [Accepted: 02/22/2024] [Indexed: 03/26/2024] Open
Abstract
Thioredoxin reductase 1 (Txnrd1) is known to have prognostic significance in a subset of breast cancer patients. Despite the pivotal role of Txnrd1 in regulating several cellular and physiological processes in cancer progression and metastasis, its clinical significance is largely unrecognized. Here, we undertook a retrospective comprehensive meta-analysis of 13,322 breast cancer patients from 43 independent cohorts to assess prognostic and predictive roles of Txnrd1. We observed that Txnrd1 has a positive correlation with tumor grade and size and it is over-expressed in higher-grade and larger tumors. Further, hormone receptor-negative and HER2-positive tumors exhibit elevated Txnrd1 gene expression. Patients with elevated Txnrd1 expression exhibit significant hazards for shorter disease-specific and overall survival. While Txnrd1 has a positive correlation with tumor recurrence and metastasis, it has a negative correlation with time to recurrence and metastasis. Txnrd1High patients exhibit 2.5 years early recurrence and 1.3 years early metastasis as compared to Txnrd1Low cohort. Interestingly, patients with high Txnrd1 gene expression exhibit a pathologic complete response (pCR) to neoadjuvant chemotherapy, but they experience early recurrence after radiotherapy. Txnrd1High MDA-MB-231 cells exhibit significant ROS generation and reduced viability after doxorubicin treatment compared to Txnrd1Low MCF7 cells. Corroborating with findings from meta-analysis, Txnrd1 depletion leads to decreased survival, enhanced sensitivity to radiation induced killing, poor scratch-wound healing, and reduced invasion potential in MDA-MB-231 cells. Thus, Txnrd1 appears to be a potential predictor of recurrence, metastasis and therapy response in breast cancer patients.
Collapse
Affiliation(s)
- Raghavendra S. Patwardhan
- Radiation Biology & Health Sciences Division, Bhabha Atomic Research Centre, Trombay, Mumbai, 400085, India
| | - Archita Rai
- Radiation Biology & Health Sciences Division, Bhabha Atomic Research Centre, Trombay, Mumbai, 400085, India
- Homi Bhabha National Institute, Mumbai, 400094, India
| | - Deepak Sharma
- Radiation Biology & Health Sciences Division, Bhabha Atomic Research Centre, Trombay, Mumbai, 400085, India
- Homi Bhabha National Institute, Mumbai, 400094, India
| | - Santosh K. Sandur
- Radiation Biology & Health Sciences Division, Bhabha Atomic Research Centre, Trombay, Mumbai, 400085, India
- Homi Bhabha National Institute, Mumbai, 400094, India
| | - Sejal Patwardhan
- Homi Bhabha National Institute, Mumbai, 400094, India
- Patwardhan Lab, Advanced Centre for Treatment Research & Education in Cancer, (ACTREC), Tata Memorial Centre (TMC), Kharghar, Navi Mumbai, 410210, India
| |
Collapse
|
13
|
Li Y, Yu H, Han X, Pan Y. Analyses of hypoxia-related risk factors and clinical relevance in breast cancer. Front Oncol 2024; 14:1350426. [PMID: 38500661 PMCID: PMC10946248 DOI: 10.3389/fonc.2024.1350426] [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: 12/06/2023] [Accepted: 02/12/2024] [Indexed: 03/20/2024] Open
Abstract
Introduction Hypoxia plays an important role in the heterogeneity, relapse, metastasis, and drug resistance of breast cancer. In this study, we explored the hypoxia-related biological signatures in different subtypes of breast cancer and identified the key prognostic factors by bioinformatics methods. Methods Based on The Cancer Genome Atlas (TCGA) Breast Cancer datasets, we divided the samples into immune-activated/suppressed populations by single-sample gene set enrichment analysis (ssGSEA) and then used hierarchical clustering to further identify hypoxic/non-hypoxic populations from the immune-suppressed samples. A hypoxia related risk model of breast cancer was constructed. Results Nuclear factor interleukin-3 regulated (NFIL3), serpin family E member 1 (SERPINE1), FOS, biglycan (BGN), epidermal growth factor receptor (EGFR), and sushi-repeat-containing protein, X-linked (SRPX) were identified as key hypoxia-related genes. Margin status, American Joint Committee on Cancer (AJCC) stage, hypoxia status, estrogen receptor/progesterone receptor (ER/PR) status, NFIL3, SERPINE1, EGFR, and risk score were identified as independent prognostic indicators for breast cancer patients. The 3- and 5-year survival curves of the model and immunohistochemical staining on the breast cancer microarray verified the statistical significance and feasibility of our model. Among the different molecular types of breast cancer, ER/PR+ and HER2+ patients might have higher hypoxia-related risk scores. ER/PR-negative samples demonstrated more activated immune-related pathways and better response to most anticancer agents. Discussion Our study revealed a novel risk model and potential feasible prognostic factors for breast cancer and might provide new perspectives for individual breast cancer treatment.
Collapse
Affiliation(s)
- Yan Li
- Department of Clinical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Haiyang Yu
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Xinghua Han
- Department of Clinical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Yueyin Pan
- Department of Clinical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| |
Collapse
|
14
|
Novin A, Wali K, Pant A, Liu S, Du W, Liu Y, Wang L, Xu M, Wang B, Suhail Y, Kshitiz. Oscillatory Hypoxia Can Induce Senescence of Adipose-Derived Mesenchymal Stromal Cells Potentiating Invasive Transformation of Breast Epithelial Cells. Cancers (Basel) 2024; 16:969. [PMID: 38473331 PMCID: PMC10930887 DOI: 10.3390/cancers16050969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 02/20/2024] [Accepted: 02/23/2024] [Indexed: 03/14/2024] Open
Abstract
Obesity is strongly associated with occurrence, metastasis, and resistance to therapy in breast cancers, which also exhibit high adipose content in the tumor microenvironment. Adipose tissue-derived mesenchymal stromal cells (ASCs) are recruited to breast cancer by many mechanisms, including hypoxia, and contribute to metastatic transition of the cancer. Breast cancers are characterized by regions of hypoxia, which can be temporally unstable owing to a mismatch between oxygen supply and consumption. Using a high-sensitivity nanopatterned stromal invasion assay, we found that ASCs could promote stromal invasion of not only breast cancer cell lines but also MCF10A1, a cell line derived from untransformed breast epithelium. RNA sequencing of MCF10A1 cells conditioned with medium from ASCs revealed upregulation of genes associated with increased cell migration, chemotaxis, and metastasis. Furthermore, we found that fluctuating or oscillating hypoxia could induce senescence in ASCs, which could result in an increased invasive potential in the treated MCF10A1 cells. These findings highlight the complex interplay within the breast cancer microenvironment, hypoxia, and the role of ASCs in transforming even non-cancerous breast epithelium toward an invasive phenotype, providing insights into early metastatic events.
Collapse
Affiliation(s)
- Ashkan Novin
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA; (A.N.); (K.W.); (A.P.); (S.L.); (Y.S.)
- Department of Biomedical Engineering, University of Connecticut Health, Farmington, CT 06032, USA; (W.D.); (Y.L.)
| | - Khadija Wali
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA; (A.N.); (K.W.); (A.P.); (S.L.); (Y.S.)
| | - Aditya Pant
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA; (A.N.); (K.W.); (A.P.); (S.L.); (Y.S.)
| | - Shaofei Liu
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA; (A.N.); (K.W.); (A.P.); (S.L.); (Y.S.)
| | - Wenqiang Du
- Department of Biomedical Engineering, University of Connecticut Health, Farmington, CT 06032, USA; (W.D.); (Y.L.)
| | - Yamin Liu
- Department of Biomedical Engineering, University of Connecticut Health, Farmington, CT 06032, USA; (W.D.); (Y.L.)
| | - Lichao Wang
- Department of Immunology, University of Connecticut Health, Farmington, CT 06032, USA; (L.W.); (M.X.)
| | - Ming Xu
- Department of Immunology, University of Connecticut Health, Farmington, CT 06032, USA; (L.W.); (M.X.)
- Center for Aging Research, University of Connecticut Health, Farmington, CT 06032, USA;
| | - Binsheng Wang
- Center for Aging Research, University of Connecticut Health, Farmington, CT 06032, USA;
| | - Yasir Suhail
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA; (A.N.); (K.W.); (A.P.); (S.L.); (Y.S.)
- Department of Biomedical Engineering, University of Connecticut Health, Farmington, CT 06032, USA; (W.D.); (Y.L.)
| | - Kshitiz
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA; (A.N.); (K.W.); (A.P.); (S.L.); (Y.S.)
- Department of Biomedical Engineering, University of Connecticut Health, Farmington, CT 06032, USA; (W.D.); (Y.L.)
- NEAG Comprehensive Cancer Center, University of Connecticut Health, Farmington, CT 06032, USA
| |
Collapse
|
15
|
Ortmann BM. Hypoxia-inducible factor in cancer: from pathway regulation to therapeutic opportunity. BMJ ONCOLOGY 2024; 3:e000154. [PMID: 39886164 PMCID: PMC11203102 DOI: 10.1136/bmjonc-2023-000154] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 01/03/2024] [Indexed: 02/01/2025]
Abstract
Cancer remains one of the most formidable challenges in modern medicine, due to its complex and dynamic nature, which demands innovative therapeutic approaches. One major challenge to cancer treatment is the tumour microenvironment and in particular tumour hypoxia (low oxygen levels), which contributes to tumour progression and immune evasion. At the cellular level, this is primarily governed by hypoxia-inducible factor (HIF). HIF is a transcription factor that orchestrates cellular responses to low oxygen levels, driving angiogenesis, metabolic adaptation and immune regulation. HIF's dysregulation is frequently observed in various cancer types and correlates with increased aggressiveness, metastasis, resistance to therapy and poor patient prognosis. Consequently, understanding the cellular mechanisms underlying HIF activation and its downstream effects has become crucial to developing targeted cancer therapies for improving cancer patient outcomes and represents a key step towards precision medicine. Recent advancements in drug development have led to the emergence of HIF inhibitors, which aim to disrupt HIF-driven processes in cancer providing therapeutic benefit. Here, we provide a review of the molecular mechanisms through which HIF promotes tumour growth and resistance, emphasising the potential clinical benefits of HIF-targeted therapies. This review will discuss the challenges and opportunities associated with translating HIF inhibition into clinical practice, including ongoing clinical trials and future directions in the development of HIF-based cancer treatments.
Collapse
Affiliation(s)
- Brian M Ortmann
- Biosciences Institute, Newcastle University, Newcastle Upon Tyne, UK
| |
Collapse
|
16
|
Liu L, Bai J, Hu L, Jiang D. Hypoxia-mediated activation of hypoxia-inducible factor-1α in triple-negative breast cancer: A review. Medicine (Baltimore) 2023; 102:e35493. [PMID: 37904441 PMCID: PMC10615493 DOI: 10.1097/md.0000000000035493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 09/13/2023] [Indexed: 11/01/2023] Open
Abstract
Triple-negative breast cancer (TNBC) is a subtype of breast cancer (BC) that is highly aggressive and hypoxic compared with other subtypes. The role of hypoxia-inducible factor 1α (HIF-1α) as a key hypoxic transcription factor in oncogenic processes has been extensively studied. Recently, it has been shown that HIF-1α regulates the complex biological processes of TNBC, such as glycolysis, angiogenesis, invasion and metastasis, BC stem cells enrichment, and immune escape, to promote TNBC survival and development through the activation of downstream target genes. This article discusses the expression of the HIF-1α transcription factor in TNBC and the Hypoxia-mediated activation of hypoxia-inducible factor-1α in triple-negative BC. It offers a fresh approach to clinical research and treatment for TNBC.
Collapse
Affiliation(s)
- Lihui Liu
- Liaoning University of Traditional Chinese Medicine, Shenyang, China
- Department of Breast Surgery, Cancer Hospital of Dalian University of Technology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, China
| | - Jie Bai
- Department of Breast Surgery, Cancer Hospital of Dalian University of Technology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, China
| | - Lanxin Hu
- The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
| | - Daqing Jiang
- Department of Breast Surgery, Cancer Hospital of Dalian University of Technology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, China
| |
Collapse
|
17
|
Harris AR, Panigrahi G, Liu H, Koparde VN, Bailey-Whyte M, Dorsey TH, Yates CC, Ambs S. Chromatin Accessibility Landscape of Human Triple-negative Breast Cancer Cell Lines Reveals Variation by Patient Donor Ancestry. CANCER RESEARCH COMMUNICATIONS 2023; 3:2014-2029. [PMID: 37732899 PMCID: PMC10552704 DOI: 10.1158/2767-9764.crc-23-0236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 08/01/2023] [Accepted: 09/12/2023] [Indexed: 09/22/2023]
Abstract
African American (AA) women have an excessive risk of developing triple-negative breast cancer (TNBC). We employed Assay for Transposase-Accessible Chromatin using sequencing to characterize differences in chromatin accessibility between nine commonly used TNBC cell lines derived from patients of European and African ancestry. Principal component and chromosome mapping analyses of accessibility peaks with the most variance revealed separation of chromatin profiles by patient group. Motif enrichment and footprinting analyses of disparate open chromatin regions revealed differences in transcription factor activity, identifying 79 with ancestry-associated binding patterns (FDR < 0.01). AA TNBC cell lines exhibited increased accessibility for 62 transcription factors associated with epithelial-to-mesenchymal transition, cancer stemness/chemotherapeutic resistance, proliferation, and aberrant p53 regulation, as well as KAISO, which has been previously linked to aggressive tumor characteristics in AA patients with cancer. Differential Assay for Transposase-Accessible Chromatin signal analysis identified 1,596 genes located within promoters of differentially open chromatin regions in AA-derived TNBC, identifying DNA methyltransferase 1 as the top upregulated gene associated with African ancestry. Pathway analyses with these genes revealed enrichment in several pathways, including hypoxia. Culturing cells under hypoxia showed ancestry-specific stress responses that led to the identification of a core set of AA-associated transcription factors, which included members of the Kruppel-like factor and Sp subfamilies, as well as KAISO, and identified ZDHHC1, a gene previously implicated in immunity and STING activation, as the top upregulated AA-specific gene under hypoxia. Together, these data reveal a differential chromatin landscape in TNBC associated with donor ancestry. The open chromatin structure of AA TNBC may contribute to a more lethal disease. SIGNIFICANCE We identify an ancestry-associated open chromatin landscape and related transcription factors that may contribute to aggressive TNBC in AA women. Furthermore, this study advocates for the inclusion of diversely sourced cell lines in experimental in vitro studies to advance health equity at all levels of scientific research.
Collapse
Affiliation(s)
- Alexandra R. Harris
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Gatikrushna Panigrahi
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Huaitian Liu
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Vishal N. Koparde
- Center for Cancer Research Collaborative Bioinformatics Resource Frederick National Laboratory for Cancer Research, NCI, Frederick, Maryland
- Advanced Biomedical Computational Sciences, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, Maryland
| | - Maeve Bailey-Whyte
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
- School of Medicine, University of Limerick, Limerick, Ireland
| | - Tiffany H. Dorsey
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Clayton C. Yates
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Stefan Ambs
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| |
Collapse
|
18
|
Lundgren C, Tutzauer J, Church SE, Stål O, Ekholm M, Forsare C, Nordenskjöld B, Fernö M, Bendahl PO, Rydén L. Tamoxifen-predictive value of gene expression signatures in premenopausal breast cancer: data from the randomized SBII:2 trial. Breast Cancer Res 2023; 25:110. [PMID: 37773134 PMCID: PMC10540453 DOI: 10.1186/s13058-023-01719-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 09/25/2023] [Indexed: 10/01/2023] Open
Abstract
BACKGROUND Gene expression (GEX) signatures in breast cancer provide prognostic information, but little is known about their predictive value for tamoxifen treatment. We examined the tamoxifen-predictive value and prognostic effects of different GEX signatures in premenopausal women with early breast cancer. METHODS RNA from formalin-fixed paraffin-embedded tumor tissue from premenopausal women randomized between two years of tamoxifen treatment and no systemic treatment was extracted and successfully subjected to GEX profiling (n = 437, NanoString Breast Cancer 360™ panel). The median follow-up periods for a recurrence-free interval (RFi) and overall survival (OS) were 28 and 33 years, respectively. Associations between GEX signatures and tamoxifen effect were assessed in patients with estrogen receptor-positive/human epidermal growth factor receptor 2-negative (ER+ /HER2-) tumors using Kaplan-Meier estimates and Cox regression. The prognostic effects of GEX signatures were studied in the entire cohort. False discovery rate adjustments (q-values) were applied to account for multiple hypothesis testing. RESULTS In patients with ER+/HER2- tumors, FOXA1 expression below the median was associated with an improved effect of tamoxifen after 10 years with regard to RFi (hazard ratio [HR]FOXA1(high) = 1.04, 95% CI = 0.61-1.76, HRFOXA1(low) = 0.30, 95% CI = 0.14-0.67, qinteraction = 0.0013), and a resembling trend was observed for AR (HRAR(high) = 1.15, 95% CI = 0.60-2.20, HRAR(low) = 0.42, 95% CI = 0.24-0.75, qinteraction = 0.87). Similar patterns were observed for OS. Tamoxifen was in the same subgroup most beneficial for RFi in patients with low ESR1 expression (HRRFi ESR1(high) = 0.76, 95% CI = 0.43-1.35, HRRFi, ESR1(low) = 0.56, 95% CI = 0.29-1.06, qinteraction = 0.37). Irrespective of molecular subtype, higher levels of ESR1, Mast cells, and PGR on a continuous scale were correlated with improved 10 years RFi (HRESR1 = 0.80, 95% CI = 0.69-0.92, q = 0.005; HRMast cells = 0.74, 95% CI = 0.65-0.85, q < 0.0001; and HRPGR = 0.78, 95% CI = 0.68-0.89, q = 0.002). For BC proliferation and Hypoxia, higher scores associated with worse outcomes (HRBCproliferation = 1.54, 95% CI = 1.33-1.79, q < 0.0001; HRHypoxia = 1.38, 95% CI = 1.20-1.58, q < 0.0001). The results were similar for OS. CONCLUSIONS Expression of FOXA1 is a promising predictive biomarker for tamoxifen effect in ER+/HER2- premenopausal breast cancer. In addition, each of the signatures BC proliferation, Hypoxia, Mast cells, and the GEX of AR, ESR1, and PGR had prognostic value, also after adjusting for established prognostic factors. Trial registration This trial was retrospectively registered in the ISRCTN database the 6th of December 2019, trial ID: https://clinicaltrials.gov/ct2/show/ISRCTN12474687 .
Collapse
Affiliation(s)
- Christine Lundgren
- Department of Oncology, Region Jönköping County, Jönköping, Sweden.
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Building 404, 223 81, Lund, Sweden.
| | - Julia Tutzauer
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Building 404, 223 81, Lund, Sweden
| | | | - Olle Stål
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Maria Ekholm
- Department of Oncology, Region Jönköping County, Jönköping, Sweden
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Carina Forsare
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Building 404, 223 81, Lund, Sweden
| | - Bo Nordenskjöld
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Mårten Fernö
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Building 404, 223 81, Lund, Sweden
| | - Pär-Ola Bendahl
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Building 404, 223 81, Lund, Sweden
| | - Lisa Rydén
- Division of Surgery, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
- Department of Surgery, Skåne University Hospital, Malmö, Sweden
| |
Collapse
|
19
|
YİĞİTTÜRK G, ERGÖZEN S, ELBE H, YÜCEL A, ÇAVUŞOGLU T, BAYGAR T, UYANIKGİL Y. Effects of hyperbaric oxygen therapy on the morphological characteristics and survival of MCF-7 breast cancer cells. EGE TIP DERGISI 2023. [DOI: 10.19161/etd.1235892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Aim: This study aims to determine the effects of hyperbaric oxygen therapy at different pressure values on cell morphology and cell survival in the MCF-7 breast cancer cell line.
Materials and Methods: The experimental groups were formed by applying 100% oxygen to MCF-7 breast cancer cells at 1.5, 2, and 2.5 atmospheres for 2 hours. The control group did not receive treatment. At the end of the experiment, cell survival was investigated by CCK-8 analysis, cell shapes were determined by cresyl violet staining, and cell surface morphologies were determined by scanning electron microscope.
Results: Cell viability was significantly reduced at atmospheric pressure of 1.5, 2, and 2.5 compared to the control group (p < 0.005). As pressure increased, the surface area of the cell decreased, nuclear condensation increased, and the cell borders became irregular. Cell membrane bleb and cell membrane porosity increased at 2 and 2.5 atmospheres.
Conclusion: Hyperbaric oxygen therapy severely reduces the viability of MCF-7 breast cancer cells under increased pressure. It can induce apoptosis and change the shape and surface morphology of MCF-7 breast cancer cells. Although further studies are needed, our study supports the potential use of hyperbaric oxygen therapy in the treatment of breast cancer.
Collapse
Affiliation(s)
- Gürkan YİĞİTTÜRK
- MUĞLA SITKI KOÇMAN ÜNİVERSİTESİ, TIP FAKÜLTESİ, TEMEL TIP BİLİMLERİ BÖLÜMÜ, HİSTOLOJİ VE EMBRİYOLOJİ ANABİLİM DALI
| | - Serkan ERGÖZEN
- MUĞLA SITKI KOÇMAN ÜNİVERSİTESİ, TIP FAKÜLTESİ, DAHİLİ TIP BİLİMLERİ BÖLÜMÜ, SUALTI HEKİMLİĞİ VE HİPERBARİK TIP ANABİLİM DALI
| | - Hülya ELBE
- MUĞLA SITKI KOÇMAN ÜNİVERSİTESİ, TIP FAKÜLTESİ, TEMEL TIP BİLİMLERİ BÖLÜMÜ, HİSTOLOJİ VE EMBRİYOLOJİ ANABİLİM DALI
| | - Anıl YÜCEL
- MUĞLA SITKI KOÇMAN ÜNİVERSİTESİ, TIP FAKÜLTESİ, TEMEL TIP BİLİMLERİ BÖLÜMÜ, HİSTOLOJİ VE EMBRİYOLOJİ ANABİLİM DALI
| | - Türker ÇAVUŞOGLU
- İZMİR BAKIRÇAY ÜNİVERSİTESİ, TIP FAKÜLTESİ, TEMEL TIP BİLİMLERİ BÖLÜMÜ, HİSTOLOJİ VE EMBRİYOLOJİ ANABİLİM DALI
| | - Tuba BAYGAR
- MUĞLA SITKI KOÇMAN ÜNİVERSİTESİ, ARAŞTIRMA LABORATUVARLARI UYGULAMA VE ARAŞTIRMA MERKEZİ
| | - Yigit UYANIKGİL
- EGE ÜNİVERSİTESİ, SAĞLIK BİLİMLERİ ENSTİTÜSÜ, HİSTOLOJİ VE EMBRİYOLOJİ (DR)
| |
Collapse
|
20
|
Li W, Li R, Ye Q, Zou Y, Lu X, Zhang W, Chen J, Zhao Y. Mn 3 O 4 Nanoshell Coated Metal-Organic Frameworks with Microenvironment-Driven O 2 Production and GSH Exhaustion Ability for Enhanced Chemodynamic and Photodynamic Cancer Therapies. Adv Healthc Mater 2023:e2202280. [PMID: 36753620 DOI: 10.1002/adhm.202202280] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 12/21/2022] [Indexed: 02/10/2023]
Abstract
Nanomedicine exhibits emerging potentials to deliver advanced therapeutic strategies in the fight against triple-negative breast cancer (TNBC). Nevertheless, it is still difficult to develop a precise codelivery system that integrates highly effective photosensitizers, low toxicity, and hydrophobicity. In this study, PCN-224 is selected as the carrier to enable effective cancer therapy through light-activated reactive oxygen species (ROS) formation, and the PCN-224@Mn3 O4 @HA is created in a simple one-step process by coating Mn3 O4 nanoshells on the PCN-224 template, which can then be used as an "ROS activator" to exert catalase- and glutathione peroxidase-like activities to alleviate tumor hypoxia while reducing tumor reducibility, leading to improved photodynamic therapeutic (PDT) effect of PCN-224. Meanwhile, Mn2+ produced cytotoxic hydroxyl radicals (∙OH) via the Fenton-like reaction, thus producing a promising spontaneous chemodynamic therapeutic (CDT) effect. Importantly, by remodeling the tumor microenvironment (TME), Mn3 O4 nanoshells downregulated hypoxia-inducible factor 1α expression, inhibiting tumor growth and preventing tumor revival. Thus, the developed nanoshells, via light-controlled ROS formation and multimodality imaging abilities, can effectively inhibit tumor proliferation through synergistic PDT/CDT, and prevent tumor resurgence by remodeling TME.
Collapse
Affiliation(s)
- Wenya Li
- Department of Radiology, The Third Affiliated Hospital of Southern Medical University (Academy of Orthopedics, Guangdong Province), Guangzhou, 510630, P. R. China
| | - Rongtian Li
- Department of Clinical Pharmacy, Southern University of Science and Technology Hospital, Shenzhen, 51805, P. R. China
| | - Qiang Ye
- Department of Radiology, The Third Affiliated Hospital of Southern Medical University (Academy of Orthopedics, Guangdong Province), Guangzhou, 510630, P. R. China
| | - Yiming Zou
- NMPA Key Laboratory for Research and Evaluation of Drug Metabolism, Guangdong Provincial Key Laboratory of New Drug Screening, School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, 510515, P. R. China
| | - Xing Lu
- Department of Radiology, The Third Affiliated Hospital of Southern Medical University (Academy of Orthopedics, Guangdong Province), Guangzhou, 510630, P. R. China
| | - Wenhua Zhang
- College of Chemistry, Chemical Engineering and Materials Science, Soochow University, Suzhou, 215123, P. R. China
| | - Jinxiang Chen
- NMPA Key Laboratory for Research and Evaluation of Drug Metabolism, Guangdong Provincial Key Laboratory of New Drug Screening, School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, 510515, P. R. China
| | - Yinghua Zhao
- Department of Radiology, The Third Affiliated Hospital of Southern Medical University (Academy of Orthopedics, Guangdong Province), Guangzhou, 510630, P. R. China
| |
Collapse
|
21
|
YİĞİTTÜRK G, ERGÖZEN S, ELBE H, YÜCEL A, ÇAVUŞOĞLU T, BAYGAR T, UYANIKGİL Y. Effects of Hyperbaric Oxygen Therapy on the Morphological Characteristics and Survival of MCF-7 Breast Cancer Cells. EGE TIP DERGISI 2022. [DOI: 10.19161/etd.1184763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023] Open
Abstract
Aim: This study aims to determine the effects of hyperbaric oxygen therapy at different pressure values on cell morphology and cell survival in the MCF-7 breast cancer cell line.
Materials and Methods: The experimental groups were formed by applying 100% oxygen to MCF-7 breast cancer cells at 1.5, 2, and 2.5 atmospheres for 2 hours. The control group did not receive treatment. At the end of the experiment, cell survival was investigated by CCK-8 analysis, cell shapes were determined by crystal violet staining, and cell surface morphologies were determined by scanning electron microscope.
Results: Cell viability was significantly reduced at atmospheric pressure of 1.5, 2, and 2.5 compared to the control group (p < 0.005). As pressure increased, the surface area of the cell decreased, nuclear condensation increased, and the cell borders became irregular. Cell membrane bleb and cell membrane porosity increased at 2 and 2.5 atmospheres.
Conclusion: Hyperbaric oxygen therapy severely reduces the viability of MCF-7 breast cancer cells under increased pressure. It can induce apoptosis and change the shape and surface morphology of MCF-7 breast cancer cells. Although further studies are needed, our study supports the potential use of hyperbaric oxygen therapy in the treatment of breast cancer.
Collapse
Affiliation(s)
| | | | - Hülya ELBE
- MUĞLA SITKI KOÇMAN ÜNİVERSİTESİ, TIP FAKÜLTESİ
| | - Anıl YÜCEL
- MUĞLA SITKI KOÇMAN ÜNİVERSİTESİ, TIP FAKÜLTESİ
| | | | | | | |
Collapse
|
22
|
Prognostic Factors for the Efficiency of Radiation Therapy in Dogs with Oral Melanoma: A Pilot Study of Hypoxia in Intraosseous Lesions. Vet Sci 2022; 10:vetsci10010004. [PMID: 36669005 PMCID: PMC9861487 DOI: 10.3390/vetsci10010004] [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: 11/20/2022] [Revised: 12/14/2022] [Accepted: 12/20/2022] [Indexed: 12/25/2022] Open
Abstract
Unresectable oral melanoma is often treated with radiation therapy (RT) and may show a temporary response to therapy. The clinical stage is one of the well-known prognostic factors for canine oral melanoma. However, the factors that directly affect the response to RT have remained unclear. This study aimed to validate the risk factors for recurrence after RT. Sixty-eight dogs with oral melanomas were included in this study. All dogs were treated with palliative RT using a linear accelerator without adjuvant therapies. After RT, the time to local recurrence (TTR) and overall survival (OS) were evaluated using the log-rank test. As a result, clinical stage and response to therapy were the significant independent prognostic factors in the multivariate analysis. The presence of local bone lysis and non-combination with cytoreductive surgery were associated with a worse response to RT. Immunohistochemical analysis for hypoxia-inducible factor-1α indicated that tumor cells invading the bone are under hypoxic conditions, which may explain a poorer efficiency of RT in dogs with bone lysis. In conclusion, clinical stage and combination with debulking surgery were needed to improve the efficiency of RT.
Collapse
|
23
|
Liu Q, Guan C, Liu C, Li H, Wu J, Sun C. Targeting hypoxia-inducible factor-1alpha: A new strategy for triple-negative breast cancer therapy. Biomed Pharmacother 2022; 156:113861. [DOI: 10.1016/j.biopha.2022.113861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 09/30/2022] [Accepted: 10/08/2022] [Indexed: 11/02/2022] Open
|
24
|
Luo J, Peng H, Luo H, Zeng X, Jin F, Xie Y. The factors of fiducial marker motions and individual margin assessment in postoperative breast cancer radiotherapy. ANNALS OF TRANSLATIONAL MEDICINE 2022; 10:1359. [PMID: 36660626 PMCID: PMC9843309 DOI: 10.21037/atm-22-6026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 12/19/2022] [Indexed: 12/28/2022]
Abstract
Background As a surrogate for the breast tumor bed, individual fiducial markers frequently move during radiotherapy. This study aimed to classify the motions and calculate the individualized target margin. Methods The mammary basal diameters (D) and heights (H) were measured to represent breast sizes for 15 patients after breast-conserving surgery. The clinical target volume (CTV) was divided into 4 quadrants by a coordinate system with the center of mass of the tumor bed as the origin. The lateral, anteroposterior, and craniocaudal motions of markers were calculated (MLR, MAP, MSI) based on the difference of the setup errors between the spine matching and the fiducial markers matching. The distances between markers and the innermost, foremost, and uppermost borders of CTV (DSLR, DSAP, DSSI) were recorded. Results In the first quadrant, MAP was strongly correlated with D×H (r>0.80) when D×H <99.89 cm2. Both MLR and MAP were positively linearly related to DSLR, DSAP, DSSI (r>0.85, R2>0.75). MSI was also positively linearly correlated with DSAP and DSLR (r>0.90, R2>0.80). In the fourth quadrant with D×H <90.71 cm2, only MLR and DSLR showed a linear positive correlation (r>0.90, R2>0.75), whereas the others showed linear negative correlations (r>-0.90, R2>0.80). The planning target volume (PTV) margin varied significantly between the first and fourth quadrant (P<0.05), and the largest margin was 12.4 mm in the craniocaudal direction of the first quadrant with D×H ≥99.89 cm2. Conclusions Fiducial motion is susceptible to breast size and fiducial position, and the individualized PTV margins should take the above factors into account.
Collapse
Affiliation(s)
- Jiaojiao Luo
- Department of Radiation Oncology, Chongqing University Cancer Hospital, Chongqing, China
| | - Haiyan Peng
- Department of Radiation Oncology, Chongqing University Cancer Hospital, Chongqing, China
| | - Huanli Luo
- Department of Radiation Oncology, Chongqing University Cancer Hospital, Chongqing, China
| | - Xiaohua Zeng
- Department of Breast Cancer, Chongqing University Cancer Hospital, Chongqing, China
| | - Fu Jin
- Department of Radiation Oncology, Chongqing University Cancer Hospital, Chongqing, China
| | - Yue Xie
- Department of Radiation Oncology, Chongqing University Cancer Hospital, Chongqing, China
| |
Collapse
|
25
|
Ma S, Zhao Y, Lee WC, Ong LT, Lee PL, Jiang Z, Oguz G, Niu Z, Liu M, Goh JY, Wang W, Bustos MA, Ehmsen S, Ramasamy A, Hoon DSB, Ditzel HJ, Tan EY, Chen Q, Yu Q. Hypoxia induces HIF1α-dependent epigenetic vulnerability in triple negative breast cancer to confer immune effector dysfunction and resistance to anti-PD-1 immunotherapy. Nat Commun 2022; 13:4118. [PMID: 35840558 PMCID: PMC9287350 DOI: 10.1038/s41467-022-31764-9] [Citation(s) in RCA: 71] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 07/01/2022] [Indexed: 12/12/2022] Open
Abstract
The hypoxic tumor microenvironment has been implicated in immune escape, but the underlying mechanism remains elusive. Using an in vitro culture system modeling human T cell dysfunction and exhaustion in triple-negative breast cancer (TNBC), we find that hypoxia suppresses immune effector gene expression, including in T and NK cells, resulting in immune effector cell dysfunction and resistance to immunotherapy. We demonstrate that hypoxia-induced factor 1α (HIF1α) interaction with HDAC1 and concurrent PRC2 dependency causes chromatin remolding resulting in epigenetic suppression of effector genes and subsequent immune dysfunction. Targeting HIF1α and the associated epigenetic machinery can reverse the immune effector dysfunction and overcome resistance to PD-1 blockade, as demonstrated both in vitro and in vivo using syngeneic and humanized mice models. These findings identify a HIF1α-mediated epigenetic mechanism in immune dysfunction and provide a potential strategy to overcome immune resistance in TNBC. Hypoxia can promote tumor escape from immune surveillance and immunotherapy. Here, the authors show that hypoxia induces T and NK cell dysfunction through HIF1α-mediated epigenetic suppression of effector gene expression, conferring resistance to anti-PD1 blockade in triple negative breast cancer models.
Collapse
Affiliation(s)
- Shijun Ma
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Yue Zhao
- Institute of Molecular and Cellular Biology, Agency for Science, Technology and Research (A*STAR), Singapore, 138673, Singapore
| | - Wee Chyan Lee
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Li-Teng Ong
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Puay Leng Lee
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Zemin Jiang
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Gokce Oguz
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Zhitong Niu
- The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510655, China
| | - Min Liu
- Institute of Molecular and Cellular Biology, Agency for Science, Technology and Research (A*STAR), Singapore, 138673, Singapore
| | - Jian Yuan Goh
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Wenyu Wang
- The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510655, China
| | - Matias A Bustos
- Department of Translational Molecular Medicine, Saint John's Cancer Institute, Providence Health System, Santa Monica, CA, 90404, USA
| | - Sidse Ehmsen
- Department of Oncology, Odense University Hospital, Odense, 5230, Denmark
| | - Adaikalavan Ramasamy
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Dave S B Hoon
- Department of Translational Molecular Medicine, Saint John's Cancer Institute, Providence Health System, Santa Monica, CA, 90404, USA
| | - Henrik J Ditzel
- Department of Oncology, Odense University Hospital, Odense, 5230, Denmark.,Department of Cancer and Inflammation Research, Institute of Molecular Medicine, University of Southern Denmark, Odense, 5230, Denmark
| | - Ern Yu Tan
- Department of General Surgery, Tan Tock Seng Hospital, Singapore, 308433, Singapore
| | - Qingfeng Chen
- Institute of Molecular and Cellular Biology, Agency for Science, Technology and Research (A*STAR), Singapore, 138673, Singapore.
| | - Qiang Yu
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore. .,Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore. .,Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, 169857, Singapore.
| |
Collapse
|
26
|
Hypoxia does not predict lack of benefit from adjuvant radiotherapy for patients with early stage breast cancer. Br J Cancer 2022; 126:1111-1112. [PMID: 35140340 PMCID: PMC9023531 DOI: 10.1038/s41416-022-01707-8] [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: 12/17/2021] [Revised: 12/20/2021] [Accepted: 01/10/2022] [Indexed: 11/09/2022] Open
Abstract
There is a need to identify patients with early stage breast cancer for whom radiotherapy and its associated toxicities might be avoided. Tutzauer et al. hypothesised that a hypoxia biomarker might be used but found that adjuvant radiotherapy following surgery reduces risk of recurrence irrespective of hypoxia status.
Collapse
|
27
|
Liu Q, Palmgren VA, Danen EHJ, Le Dévédec SE. Acute vs. chronic vs. intermittent hypoxia in breast Cancer: a review on its application in in vitro research. Mol Biol Rep 2022; 49:10961-10973. [PMID: 36057753 PMCID: PMC9618509 DOI: 10.1007/s11033-022-07802-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 07/15/2022] [Indexed: 11/25/2022]
Abstract
Hypoxia has been linked to elevated instances of therapeutic resistance in breast cancer. The exposure of proliferating cancer cells to hypoxia has been shown to induce an aggressive phenotype conducive to invasion and metastasis. Regions of the primary tumors in the breast may be exposed to different types of hypoxia including acute, chronic or intermittent. Intermittent hypoxia (IH), also called cyclic hypoxia, is caused by exposure to cycles of hypoxia and reoxygenation (H-R cycles). Importantly, there is currently no consensus amongst the scientific community on the total duration of hypoxia, the oxygen level, and the possible presence of H-R cycles. In this review, we discuss current methods of hypoxia research, to explore how exposure regimes used in experiments are connected to signaling by different hypoxia inducible factors (HIFs) and to distinct cellular responses in the context of the hallmarks of cancer. We highlight discrepancies in the existing literature on hypoxia research within the field of breast cancer in particular and propose a clear definition of acute, chronic, and intermittent hypoxia based on HIF activation and cellular responses: (i) acute hypoxia is when the cells are exposed for no more than 24 h to an environment with 1% O2 or less; (ii) chronic hypoxia is when the cells are exposed for more than 48 h to an environment with 1% O2 or less and (iii) intermittent hypoxia is when the cells are exposed to at least two rounds of hypoxia (1% O2 or less) separated by at least one period of reoxygenation by exposure to normoxia (8.5% O2 or higher). Our review provides for the first time a guideline for definition of hypoxia related terms and a clear foundation for hypoxia related in vitro (breast) cancer research.
Collapse
Affiliation(s)
- Qiuyu Liu
- Division of Drug Discovery and Safety, Leiden Academic Centre of Drug Research, Leiden University, Leiden, The Netherlands
| | - Victoria A.C. Palmgren
- Division of Drug Discovery and Safety, Leiden Academic Centre of Drug Research, Leiden University, Leiden, The Netherlands
| | - Erik HJ Danen
- Division of Drug Discovery and Safety, Leiden Academic Centre of Drug Research, Leiden University, Leiden, The Netherlands
| | - Sylvia E. Le Dévédec
- Division of Drug Discovery and Safety, Leiden Academic Centre of Drug Research, Leiden University, Leiden, The Netherlands
| |
Collapse
|