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Bakhshinyan D, Suk Y, Kuhlmann L, Adile AA, Ignatchenko V, Custers S, Gwynne WD, Macklin A, Venugopal C, Kislinger T, Singh SK. Dynamic profiling of medulloblastoma surfaceome. Acta Neuropathol Commun 2023; 11:111. [PMID: 37430373 PMCID: PMC10331972 DOI: 10.1186/s40478-023-01609-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 06/26/2023] [Indexed: 07/12/2023] Open
Abstract
Medulloblastoma (MB) is the most common type of malignant pediatric brain cancer. The current standard of care (SOC) involves maximal safe resection and chemoradiotherapy in individuals older than 3 years, often leading to devastating neurocognitive and developmental deficits. Out of the four distinct molecular subgroups, Group 3 and 4 have the poorest patient outcomes due to the aggressive nature of the tumor and propensity to metastasize and recur post therapy. The toxicity of the SOC and lack of response in specific subtypes to the SOC underscores the urgent need for developing and translating novel treatment options including immunotherapies. To identify differentially enriched surface proteins that could be evaluated for potential future immunotherapeutic interventions, we leveraged N-glycocapture surfaceome profiling on Group 3 MB cells from primary tumor, through therapy, to recurrence using our established therapy-adapted patient derived xenograft model. Integrin 𝛼5 (ITGA5) was one of the most differentially enriched targets found at recurrence when compared to engraftment and untreated timepoints. In addition to being enriched at recurrence, shRNA-mediated knockdown and small molecule inhibition of ITGA5 have resulted in marked decrease in proliferation and self-renewal in vitro and demonstrated a survival advantage in vivo. Together, our data highlights the value of dynamic profiling of cells as they evolve through therapy and the identification of ITGA5 as a promising therapeutic target for recurrent Group 3 MB.
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Affiliation(s)
- David Bakhshinyan
- McMaster Centre for Discovery in Cancer Research, McMaster University, MDCL 5027, 1280 Main Street West, Hamilton, ON, L8S 4K1, Canada
- Department of Biochemistry and Biomedical Sciences, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Yujin Suk
- McMaster Centre for Discovery in Cancer Research, McMaster University, MDCL 5027, 1280 Main Street West, Hamilton, ON, L8S 4K1, Canada
- Department of Biochemistry and Biomedical Sciences, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
- Michael G DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada
| | - Laura Kuhlmann
- Princess Margaret Cancer Center, UHN, Toronto, ON, Canada
| | - Ashley A Adile
- McMaster Centre for Discovery in Cancer Research, McMaster University, MDCL 5027, 1280 Main Street West, Hamilton, ON, L8S 4K1, Canada
- Department of Biochemistry and Biomedical Sciences, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Vladimir Ignatchenko
- Princess Margaret Cancer Center, UHN, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Stefan Custers
- McMaster Centre for Discovery in Cancer Research, McMaster University, MDCL 5027, 1280 Main Street West, Hamilton, ON, L8S 4K1, Canada
- Department of Biochemistry and Biomedical Sciences, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - William D Gwynne
- McMaster Centre for Discovery in Cancer Research, McMaster University, MDCL 5027, 1280 Main Street West, Hamilton, ON, L8S 4K1, Canada
- Department of Biochemistry and Biomedical Sciences, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Andrew Macklin
- Princess Margaret Cancer Center, UHN, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Chitra Venugopal
- McMaster Centre for Discovery in Cancer Research, McMaster University, MDCL 5027, 1280 Main Street West, Hamilton, ON, L8S 4K1, Canada
- Department of Surgery, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Thomas Kislinger
- Princess Margaret Cancer Center, UHN, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Sheila K Singh
- McMaster Centre for Discovery in Cancer Research, McMaster University, MDCL 5027, 1280 Main Street West, Hamilton, ON, L8S 4K1, Canada.
- Department of Biochemistry and Biomedical Sciences, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada.
- Department of Surgery, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada.
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Kasaragod S, Kotimoole CN, Gurtoo S, Keshava Prasad TS, Gowda H, Modi PK. A computational workflow for predicting cancer neo-antigens. Bioinformation 2022; 18:214-218. [PMID: 36518130 PMCID: PMC9722413 DOI: 10.6026/97320630018214] [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: 03/25/2021] [Revised: 03/24/2022] [Accepted: 03/31/2022] [Indexed: 09/10/2024] Open
Abstract
Neo-antigens presented on cell surface play a pivotal role in the success of immunotherapies. Peptides derived from mutant proteins are thought to be the primary source of neo-antigens presented on the surface of cancer cells. Mutation data from cancer genome sequencing is often used to predict cancer neo-antigens. However, this strategy is associated with significant false positives as many coding mutations may not be expressed at the protein level. Hence, we describe a computational workflow to integrate genomic and proteomic data to predictpotential neo-antigens.
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Affiliation(s)
- Sandeep Kasaragod
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, 575018, India
| | - Chinmaya Narayana Kotimoole
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, 575018, India
| | - Sumrati Gurtoo
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, 575018, India
| | | | - Harsha Gowda
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, 575018, India
- Institute of Bioinformatics, International Technology Park, Bangalore, 560066, India
| | - Prashant Kumar Modi
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, 575018, India
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Kim H, Woo J, Dan K, Lee KM, Jin MS, Park IA, Ryu HS, Han D. Quantitative Proteomics Reveals Knockdown of CD44 Promotes Proliferation and Migration in Claudin-Low MDA-MB-231 and Hs 578T Breast Cancer Cell Lines. J Proteome Res 2021; 20:3720-3733. [PMID: 34075748 DOI: 10.1021/acs.jproteome.1c00293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
CD44 is a transmembrane glycoprotein that can regulate the oncogenic process. This is known to be a marker of the claudin-low subtype of breast cancer, as well as a cancer stem cell marker. However, its functional regulatory roles are poorly understood in claudin-low breast cancer. To gain comprehensive insight into the function of CD44, we performed an in-depth tandem mass tag-based proteomic analysis of two claudin-low breast cancer cell lines (MDA-MB-231 and Hs 578T) transfected with CD44 siRNA. As a result, we observed that 2736 proteins were upregulated and 2172 proteins were downregulated in CD44-knockdown MDA-MB-231 cells. For Hs 578T CD44-knockdown cells, 412 proteins were upregulated and 443 were downregulated. Gene ontology and network analyses demonstrated that the suppression of this marker mediates significant functional alterations related to oncogenic cellular processes, including proliferation, metabolism, adhesion, and gene expression regulation. A functional study confirmed that CD44 knockdown inhibited proliferation by regulating the expression of genes related to cell cycle, translation, and transcription. Moreover, this promoted the expression of multiple cell adhesion-associated proteins and attenuated cancer cell migration. Finally, our proteomic study defines the landscape of the CD44-regulated proteome of claudin-low breast cancer cells, revealing changes that mediate cell proliferation and migration. Our proteomics data set has been deposited to the ProteomeXchange Consortium via the PRIDE repository with the data set identifier PXD015171.
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Affiliation(s)
- Hyeyoon Kim
- Department of Pathology, Seoul National University Hospital, Seoul 03080, Korea.,Department of Pathology, Seoul National University College of Medicine, Seoul 03080, Korea.,Proteomics Core Facility, Biomedical Research Institute, Seoul National University Hospital, Seoul 03082, Korea
| | - Jongmin Woo
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99354, United States
| | - Kisoon Dan
- Proteomics Core Facility, Biomedical Research Institute, Seoul National University Hospital, Seoul 03082, Korea
| | - Kyung-Min Lee
- Center for Medical Innovation, Biomedical Research Institute, Seoul National University Hospital, Seoul 03080, Korea
| | - Min-Sun Jin
- Department of Pathology, Bucheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Bucheon, Gyeonggi-do 14647, Korea
| | - In Ae Park
- Department of Pathology, Seoul National University Hospital, Seoul 03080, Korea.,Department of Pathology, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Han Suk Ryu
- Department of Pathology, Seoul National University Hospital, Seoul 03080, Korea.,Department of Pathology, Seoul National University College of Medicine, Seoul 03080, Korea.,Center for Medical Innovation, Biomedical Research Institute, Seoul National University Hospital, Seoul 03080, Korea
| | - Dohyun Han
- Proteomics Core Facility, Biomedical Research Institute, Seoul National University Hospital, Seoul 03082, Korea
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Lemos LGT, Longo GMDC, Mendonça BDS, Robaina MC, Brum MCM, Cirilo CDA, Gimba ERP, Costa PRR, Buarque CD, Nestal de Moraes G, Maia RC. The LQB-223 Compound Modulates Antiapoptotic Proteins and Impairs Breast Cancer Cell Growth and Migration. Int J Mol Sci 2019; 20:ijms20205063. [PMID: 31614718 PMCID: PMC6834317 DOI: 10.3390/ijms20205063] [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: 08/28/2019] [Revised: 10/07/2019] [Accepted: 10/09/2019] [Indexed: 12/17/2022] Open
Abstract
Drug resistance represents a major issue in treating breast cancer, despite the identification of novel therapeutic strategies, biomarkers, and subgroups. We have previously identified the LQB-223, 11a-N-Tosyl-5-deoxi-pterocarpan, as a promising compound in sensitizing doxorubicin-resistant breast cancer cells, with little toxicity to non-neoplastic cells. Here, we investigated the mechanisms underlying LQB-223 antitumor effects in 2D and 3D models of breast cancer. MCF-7 and MDA-MB-231 cells had migration and motility profile assessed by wound-healing and phagokinetic track motility assays, respectively. Cytotoxicity in 3D conformation was evaluated by measuring spheroid size and performing acid phosphatase and gelatin migration assays. Protein expression was analyzed by immunoblotting. Our results show that LQB-223, but not doxorubicin treatment, suppressed the migratory and motility capacity of breast cancer cells. In 3D conformation, LQB-223 remarkably decreased cell viability, as well as reduced 3D culture size and migration. Mechanistically, LQB-223-mediated anticancer effects involved decreased proteins levels of XIAP, c-IAP1, and Mcl-1 chemoresistance-related proteins, but not survivin. Survivin knockdown partially potentiated LQB-223-induced cytotoxicity. Additionally, cell treatment with LQB-223 resulted in changes in the mRNA levels of epithelial-mesenchymal transition markers, suggesting that it might modulate cell plasticity. Our data demonstrate that LQB-223 impairs 3D culture growth and migration in 2D and 3D models of breast cancer exhibiting different phenotypes.
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Affiliation(s)
- Lauana Greicy Tonon Lemos
- Laboratório de Hemato-Oncologia Celular e Molecular, Programa de Hemato-Oncologia Molecular, Instituto Nacional do Câncer (INCA). Praça da Cruz Vermelha, 23, 6 andar, Rio de Janeiro (RJ) 20230 130, Brazil.
| | - Gabriel Mello da Cunha Longo
- Laboratório de Hemato-Oncologia Celular e Molecular, Programa de Hemato-Oncologia Molecular, Instituto Nacional do Câncer (INCA). Praça da Cruz Vermelha, 23, 6 andar, Rio de Janeiro (RJ) 20230 130, Brazil.
| | - Bruna Dos Santos Mendonça
- Laboratório de Hemato-Oncologia Celular e Molecular, Programa de Hemato-Oncologia Molecular, Instituto Nacional do Câncer (INCA). Praça da Cruz Vermelha, 23, 6 andar, Rio de Janeiro (RJ) 20230 130, Brazil.
- Programa de Pós-Graduação Strictu Sensu em Oncologia, INCA. Rua André Cavalcanti, 37, 2° andar, Centro, RJ 20 231-050, Brazil.
| | - Marcela Cristina Robaina
- Laboratório de Hemato-Oncologia Celular e Molecular, Programa de Hemato-Oncologia Molecular, Instituto Nacional do Câncer (INCA). Praça da Cruz Vermelha, 23, 6 andar, Rio de Janeiro (RJ) 20230 130, Brazil.
| | - Mariana Concentino Menezes Brum
- Programa de Pós-Graduação Strictu Sensu em Oncologia, INCA. Rua André Cavalcanti, 37, 2° andar, Centro, RJ 20 231-050, Brazil.
- Programa de Oncobiologia Celular e Molecular, INCA. Praça da Cruz Vermelha, 23, 6 andar, Centro, RJ 20 231-050, Brazil.
| | - Caíque de Assis Cirilo
- Laboratório de Hemato-Oncologia Celular e Molecular, Programa de Hemato-Oncologia Molecular, Instituto Nacional do Câncer (INCA). Praça da Cruz Vermelha, 23, 6 andar, Rio de Janeiro (RJ) 20230 130, Brazil.
| | - Etel Rodrigues Pereira Gimba
- Programa de Oncobiologia Celular e Molecular, INCA. Praça da Cruz Vermelha, 23, 6 andar, Centro, RJ 20 231-050, Brazil.
- Departamento de Ciências da Natureza, Instituto de Humanidades e Saúde, Universidade Federal Fluminense (UFF), Rua Recife 1-7, Bela Vista, Rio das Ostras, RJ 28880-000, Brazil.
| | - Paulo Roberto Ribeiro Costa
- Laboratório de Química Bioorgânica, Instituto de Pesquisas de Produtos Naturais (IPPN), Universidade Federal do Rio de Janeiro, CCS, Bloco H - Ilha do Fundão, RJ 21941-902, Brazil.
| | - Camilla Djenne Buarque
- Departamento de Química, Pontifícia Universidade Católica do Rio de Janeiro, Rua Marquês de São Vicente 225, Gávea, RJ 22435-900, Brazil.
| | - Gabriela Nestal de Moraes
- Laboratório de Hemato-Oncologia Celular e Molecular, Programa de Hemato-Oncologia Molecular, Instituto Nacional do Câncer (INCA). Praça da Cruz Vermelha, 23, 6 andar, Rio de Janeiro (RJ) 20230 130, Brazil.
| | - Raquel Ciuvalschi Maia
- Laboratório de Hemato-Oncologia Celular e Molecular, Programa de Hemato-Oncologia Molecular, Instituto Nacional do Câncer (INCA). Praça da Cruz Vermelha, 23, 6 andar, Rio de Janeiro (RJ) 20230 130, Brazil.
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Vasiliou SK, Diamandis EP. Androgen receptor: A promising therapeutic target in breast cancer. Crit Rev Clin Lab Sci 2019; 56:200-223. [PMID: 30821186 DOI: 10.1080/10408363.2019.1575643] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Breast cancer (BCa) is the second most common cancer worldwide and the most prevalent cancer in women. The majority of BCa cases are positive (+) for the estrogen receptor (ER+, 80%) and progesterone receptor (PR+, 65%). Estrogen and progesterone hormones are known to be involved in cancer progression, and thus hormonal deprivation is used as an effective treatment for ER+PR+ BCa subtypes. However, some ER+PR+ BCa patients develop resistance to such therapies. Meanwhile, chemotherapy is the only available treatment for ER-PR- BCa tumors. Another hormone receptor known as the androgen receptor (AR) has also been found to be widely expressed in human breast carcinomas. However, the mechanisms of AR and its endogenous androgen ligands is not well-understood in BCa and its biological role in this hormone-related disease remains unclear. In this review, we aim to address the importance of the AR in BCa diagnosis and prognosis, current AR-targeting approaches in BCa, and the potential for AR-downstream molecules to serve as therapeutic targets.
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Affiliation(s)
- Stella K Vasiliou
- a Department of Laboratory Medicine and Pathobiology , University of Toronto , Toronto , Canada.,b Department of Pathology and Laboratory Medicine , Mount Sinai Hospital , Toronto , Canada
| | - Eleftherios P Diamandis
- a Department of Laboratory Medicine and Pathobiology , University of Toronto , Toronto , Canada.,b Department of Pathology and Laboratory Medicine , Mount Sinai Hospital , Toronto , Canada.,c Department of Clinical Biochemistry , University Health Network , Toronto , Canada
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Liu CL, Yang PS, Chien MN, Chang YC, Lin CH, Cheng SP. Expression of serine peptidase inhibitor Kunitz type 1 in differentiated thyroid cancer. Histochem Cell Biol 2018. [PMID: 29532159 DOI: 10.1007/s00418-018-1660-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
SPINT1, also known as HAI-1, is a Kunitz-type serine protease inhibitor that inhibits multiple proteases including hepatocyte growth factor (HGF) activator and matriptase. SPINT1 has been shown to modulate HGF/MET activation in certain cancer types. In the present study, we analyzed microarray datasets and found that SPINT1 was consistently upregulated in differentiated thyroid cancer. SPINT1 protein expression was investigated using tissue microarrays and independent samples of our 143 patients. Strong SPINT1 expression was observed in 61-68% of papillary thyroid cancer and 41-50% of follicular thyroid cancer. The overexpression diminished in anaplastic thyroid cancer. The SPINT1 expression in normal thyroid tissues and benign thyroid lesions was low. Furthermore, we noted that the SPINT1 expression was associated with extrathyroidal invasion, lymphovascular invasion, lymph node metastasis, advanced TNM stage, and a higher risk of recurrence in differentiated thyroid cancer. The results were in accordance with our analysis of The Cancer Genome Atlas data. In conclusion, an overexpression of SPINT1 appears to be associated with an invasive phenotype in differentiated thyroid cancer.
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Affiliation(s)
- Chien-Liang Liu
- Department of Surgery, MacKay Memorial Hospital and Mackay Medical College, 92, Section 2, Chung-Shan North Road, Taipei, 10449, Taiwan.,Department of Medical Research, MacKay Memorial Hospital, Taipei, Taiwan
| | - Po-Sheng Yang
- Department of Surgery, MacKay Memorial Hospital and Mackay Medical College, 92, Section 2, Chung-Shan North Road, Taipei, 10449, Taiwan
| | - Ming-Nan Chien
- Division of Endocrinology and Metabolism, Department of Internal Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, Taiwan
| | - Yuan-Ching Chang
- Department of Surgery, MacKay Memorial Hospital and Mackay Medical College, 92, Section 2, Chung-Shan North Road, Taipei, 10449, Taiwan
| | - Chi-Hsin Lin
- Department of Medical Research, MacKay Memorial Hospital, Taipei, Taiwan.,Department of Bioscience Technology, Chung Yuan Christian University, Taoyuan, Taiwan
| | - Shih-Ping Cheng
- Department of Surgery, MacKay Memorial Hospital and Mackay Medical College, 92, Section 2, Chung-Shan North Road, Taipei, 10449, Taiwan. .,Department of Pharmacology, Graduate Institute of Medical Sciences, Taipei Medical University, Taipei, Taiwan.
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Kuhlmann L, Cummins E, Samudio I, Kislinger T. Cell-surface proteomics for the identification of novel therapeutic targets in cancer. Expert Rev Proteomics 2018; 15:259-275. [DOI: 10.1080/14789450.2018.1429924] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Laura Kuhlmann
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Emma Cummins
- The Centre for Drug Research and Development, Division of Biologics, Vancouver, Canada
| | - Ismael Samudio
- The Centre for Drug Research and Development, Division of Biologics, Vancouver, Canada
| | - Thomas Kislinger
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
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