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Xu C, Shao J. High-throughput omics technologies in inflammatory bowel disease. Clin Chim Acta 2024; 555:117828. [PMID: 38355001 DOI: 10.1016/j.cca.2024.117828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Revised: 02/06/2024] [Accepted: 02/10/2024] [Indexed: 02/16/2024]
Abstract
Inflammatory bowel disease (IBD) is a chronic, relapsing intestinal disease. Elucidation of the pathogenic mechanisms of IBD requires high-throughput technologies (HTTs) to effectively obtain and analyze large amounts of data. Recently, HTTs have been widely used in IBD, including genomics, transcriptomics, proteomics, microbiomics, metabolomics and single-cell sequencing. When combined with endoscopy, the application of these technologies can provide an in-depth understanding on the alterations of intestinal microbe diversity and abundance, the abnormalities of signaling pathway-mediated immune responses and functionality, and the evaluation of therapeutic effects, improving the accuracy of early diagnosis and treatment of IBD. This review comprehensively summarizes the development and advancement of HTTs, and also highlights the challenges and future directions of these technologies in IBD research. Although HTTs have made striking breakthrough in IBD, more standardized methods and large-scale dataset processing are still needed to achieve the goal of personalized medicine.
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Affiliation(s)
- Chen Xu
- Laboratory of Anti-infection and Immunity, College of Integrated Chinese and Western Medicine (College of Life Science), Anhui University of Chinese Medicine, Zhijing Building, 350 Longzihu Road, Xinzhan District, Hefei 230012, Anhui, PR China
| | - Jing Shao
- Laboratory of Anti-infection and Immunity, College of Integrated Chinese and Western Medicine (College of Life Science), Anhui University of Chinese Medicine, Zhijing Building, 350 Longzihu Road, Xinzhan District, Hefei 230012, Anhui, PR China; Institute of Integrated Traditional Chinese and Western Medicine, Anhui Academy of Chinese Medicine, Zhijing Building, 350 Longzihu Road, Xinzhan District, Hefei 230012, Anhui, PR China.
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2
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Scutigliani EM, van Hattum J, Lobo-Cerna F, Kruyswijk J, Myrcha M, Dekkers FEGA, Hoebe RA, Edwards F, Oppelaar JJ, Vogt L, Bootsma S, Bijlsma MF, Picavet DI, Crezee J, Oddens JR, de Reijke TM, Krawczyk PM. Perturbation of Copper Homeostasis Sensitizes Cancer Cells to Elevated Temperature. Int J Mol Sci 2023; 25:423. [PMID: 38203594 PMCID: PMC10779418 DOI: 10.3390/ijms25010423] [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: 11/23/2023] [Revised: 12/19/2023] [Accepted: 12/21/2023] [Indexed: 01/12/2024] Open
Abstract
Temporary elevation of tumor temperature, also known as hyperthermia, is a safe and well-tolerated treatment modality. The efficacy of hyperthermia can be improved by efficient thermosensitizers, and various candidate drugs, including inhibitors of the heat stress response, have been explored in vitro and in animal models, but clinically relevant thermosensitizers are lacking. Here, we employ unbiased in silico approaches to uncover new mechanisms and compounds that could be leveraged to increase the thermosensitivity of cancer cells. We then focus on elesclomol, a well-performing compound, which amplifies cell killing by hyperthermia by 5- to 20-fold in cell lines and outperforms clinically applied chemotherapy when combined with hyperthermia in vitro. Surprisingly, our findings suggest that the thermosensitizing effects of elesclomol are independent of its previously reported modes of action but depend on copper shuttling. Importantly, we show that, like elesclomol, multiple other copper shuttlers can thermosensitize, suggesting that disturbing copper homeostasis could be a general strategy for improving the efficacy of hyperthermia.
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Affiliation(s)
- Enzo M. Scutigliani
- Department of Medical Biology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (E.M.S.); (F.L.-C.); (J.K.); (M.M.); (F.E.G.A.D.); (F.E.); (D.I.P.)
- Cancer Center Amsterdam, Treatment and Quality of Life, Cancer Biology and Immunology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands; (J.v.H.); (J.C.); (J.R.O.); (T.M.d.R.)
| | - Jons van Hattum
- Cancer Center Amsterdam, Treatment and Quality of Life, Cancer Biology and Immunology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands; (J.v.H.); (J.C.); (J.R.O.); (T.M.d.R.)
- Department of Urology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Fernando Lobo-Cerna
- Department of Medical Biology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (E.M.S.); (F.L.-C.); (J.K.); (M.M.); (F.E.G.A.D.); (F.E.); (D.I.P.)
- Cancer Center Amsterdam, Treatment and Quality of Life, Cancer Biology and Immunology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands; (J.v.H.); (J.C.); (J.R.O.); (T.M.d.R.)
| | - Joanne Kruyswijk
- Department of Medical Biology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (E.M.S.); (F.L.-C.); (J.K.); (M.M.); (F.E.G.A.D.); (F.E.); (D.I.P.)
- Cancer Center Amsterdam, Treatment and Quality of Life, Cancer Biology and Immunology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands; (J.v.H.); (J.C.); (J.R.O.); (T.M.d.R.)
| | - Maja Myrcha
- Department of Medical Biology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (E.M.S.); (F.L.-C.); (J.K.); (M.M.); (F.E.G.A.D.); (F.E.); (D.I.P.)
- Cancer Center Amsterdam, Treatment and Quality of Life, Cancer Biology and Immunology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands; (J.v.H.); (J.C.); (J.R.O.); (T.M.d.R.)
| | - Frederique E. G. A. Dekkers
- Department of Medical Biology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (E.M.S.); (F.L.-C.); (J.K.); (M.M.); (F.E.G.A.D.); (F.E.); (D.I.P.)
- Cancer Center Amsterdam, Treatment and Quality of Life, Cancer Biology and Immunology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands; (J.v.H.); (J.C.); (J.R.O.); (T.M.d.R.)
| | - Ron A. Hoebe
- Department of Medical Biology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (E.M.S.); (F.L.-C.); (J.K.); (M.M.); (F.E.G.A.D.); (F.E.); (D.I.P.)
| | - Finn Edwards
- Department of Medical Biology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (E.M.S.); (F.L.-C.); (J.K.); (M.M.); (F.E.G.A.D.); (F.E.); (D.I.P.)
- Cancer Center Amsterdam, Treatment and Quality of Life, Cancer Biology and Immunology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands; (J.v.H.); (J.C.); (J.R.O.); (T.M.d.R.)
| | - Jetta J. Oppelaar
- Department of Internal Medicine, Section of Nephrology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (J.J.O.); (L.V.)
- Amsterdam Cardiovascular Sciences, Microcirculation, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Liffert Vogt
- Department of Internal Medicine, Section of Nephrology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (J.J.O.); (L.V.)
- Amsterdam Cardiovascular Sciences, Microcirculation, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Sanne Bootsma
- Center for Experimental and Molecular Medicine, Laboratory of Experimental Oncology and Radiobiology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (S.B.); (M.F.B.)
- Cancer Center Amsterdam, Cancer Biology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands
- Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, The Netherlands
| | - Maarten F. Bijlsma
- Center for Experimental and Molecular Medicine, Laboratory of Experimental Oncology and Radiobiology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (S.B.); (M.F.B.)
- Cancer Center Amsterdam, Cancer Biology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands
- Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, The Netherlands
| | - Daisy I. Picavet
- Department of Medical Biology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (E.M.S.); (F.L.-C.); (J.K.); (M.M.); (F.E.G.A.D.); (F.E.); (D.I.P.)
| | - Johannes Crezee
- Cancer Center Amsterdam, Treatment and Quality of Life, Cancer Biology and Immunology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands; (J.v.H.); (J.C.); (J.R.O.); (T.M.d.R.)
- Department of Radiation Oncology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Jorg R. Oddens
- Cancer Center Amsterdam, Treatment and Quality of Life, Cancer Biology and Immunology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands; (J.v.H.); (J.C.); (J.R.O.); (T.M.d.R.)
- Department of Urology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Theo M. de Reijke
- Cancer Center Amsterdam, Treatment and Quality of Life, Cancer Biology and Immunology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands; (J.v.H.); (J.C.); (J.R.O.); (T.M.d.R.)
- Department of Urology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Przemek M. Krawczyk
- Department of Medical Biology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (E.M.S.); (F.L.-C.); (J.K.); (M.M.); (F.E.G.A.D.); (F.E.); (D.I.P.)
- Cancer Center Amsterdam, Treatment and Quality of Life, Cancer Biology and Immunology, De Boelelaan 1118, 1081 HV Amsterdam, The Netherlands; (J.v.H.); (J.C.); (J.R.O.); (T.M.d.R.)
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Sun Q, Wang L, Zhang C, Hong Z, Han Z. Cervical cancer heterogeneity: a constant battle against viruses and drugs. Biomark Res 2022; 10:85. [PMCID: PMC9670454 DOI: 10.1186/s40364-022-00428-7] [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: 08/16/2022] [Accepted: 10/30/2022] [Indexed: 11/19/2022] Open
Abstract
Cervical cancer is the first identified human papillomavirus (HPV) associated cancer and the most promising malignancy to be eliminated. However, the ever-changing virus subtypes and acquired multiple drug resistance continue to induce failure of tumor prevention and treatment. The exploration of cervical cancer heterogeneity is the crucial way to achieve effective prevention and precise treatment. Tumor heterogeneity exists in various aspects including the immune clearance of viruses, tumorigenesis, neoplasm recurrence, metastasis and drug resistance. Tumor development and drug resistance are often driven by potential gene amplification and deletion, not only somatic genomic alterations, but also copy number amplifications, histone modification and DNA methylation. Genomic rearrangements may occur by selection effects from chemotherapy or radiotherapy which exhibits genetic intra-tumor heterogeneity in advanced cervical cancers. The combined application of cervical cancer therapeutic vaccine and immune checkpoint inhibitors has become an effective strategy to address the heterogeneity of treatment. In this review, we will integrate classic and recently updated epidemiological data on vaccination rates, screening rates, incidence and mortality of cervical cancer patients worldwide aiming to understand the current situation of disease prevention and control and identify the direction of urgent efforts. Additionally, we will focus on the tumor environment to summarize the conditions of immune clearance and gene integration after different HPV infections and to explore the genomic factors of tumor heterogeneity. Finally, we will make a thorough inquiry into completed and ongoing phase III clinical trials in cervical cancer and summarize molecular mechanisms of drug resistance among chemotherapy, radiotherapy, biotherapy, and immunotherapy.
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Affiliation(s)
- Qian Sun
- grid.33199.310000 0004 0368 7223Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
| | - Liangliang Wang
- grid.33199.310000 0004 0368 7223Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
| | - Cong Zhang
- grid.33199.310000 0004 0368 7223Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
| | - Zhenya Hong
- grid.33199.310000 0004 0368 7223Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
| | - Zhiqiang Han
- grid.33199.310000 0004 0368 7223Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
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Farzin A, Etesami SA, Quint J, Memic A, Tamayol A. Magnetic Nanoparticles in Cancer Therapy and Diagnosis. Adv Healthc Mater 2020; 9:e1901058. [PMID: 32196144 PMCID: PMC7482193 DOI: 10.1002/adhm.201901058] [Citation(s) in RCA: 189] [Impact Index Per Article: 47.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Revised: 01/15/2020] [Indexed: 12/16/2022]
Abstract
There is urgency for the development of nanomaterials that can meet emerging biomedical needs. Magnetic nanoparticles (MNPs) offer high magnetic moments and surface-area-to-volume ratios that make them attractive for hyperthermia therapy of cancer and targeted drug delivery. Additionally, they can function as contrast agents for magnetic resonance imaging (MRI) and can improve the sensitivity of biosensors and diagnostic tools. Recent advancements in nanotechnology have resulted in the realization of the next generation of MNPs suitable for these and other biomedical applications. This review discusses methods utilized for the fabrication and engineering of MNPs. Recent progress in the use of MNPs for hyperthermia therapy, controlling drug release, MRI, and biosensing is also critically reviewed. Finally, challenges in the field and potential opportunities for the use of MNPs toward improving their properties are discussed.
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Affiliation(s)
- A. Farzin
- Division of Engineering in Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02139, USA
| | - S. Alireza Etesami
- Department of Mechanical Engineering, The University of Memphis. Memphis, TN 38152, USA
| | - Jacob Quint
- Department of Mechanical and Materials Engineering, University of Nebraska, Lincoln, Lincoln, NE, 68588, USA
| | - Adnan Memic
- Department of Biomedical Engineering, University of Connecticut, Farmington, CT, 06030, USA
| | - Ali Tamayol
- Division of Engineering in Medicine Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02139, USA
- Department of Mechanical and Materials Engineering, University of Nebraska, Lincoln, Lincoln, NE, 68588, USA
- Department of Biomedical Engineering, University of Connecticut, Farmington, CT, 06030, USA
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Cheong CM, Chow AWS, Fitter S, Hewett DR, Martin SK, Williams SA, To LB, Zannettino ACW, Vandyke K. Tetraspanin 7 (TSPAN7) expression is upregulated in multiple myeloma patients and inhibits myeloma tumour development in vivo. Exp Cell Res 2015; 332:24-38. [PMID: 25637218 DOI: 10.1016/j.yexcr.2015.01.006] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2014] [Revised: 01/13/2015] [Accepted: 01/16/2015] [Indexed: 01/05/2023]
Abstract
BACKGROUND Increased expression of the tetraspanin TSPAN7 has been observed in a number of cancers; however, it is unclear how TSPAN7 plays a role in cancer progression. METHODS We investigated the expression of TSPAN7 in the haematological malignancy multiple myleoma (MM) and assessed the consequences of TSPAN7 expression in the adhesion, migration and growth of MM plasma cells (PC) in vitro and in bone marrow (BM) homing and tumour growth in vivo. Finally, we characterised the association of TSPAN7 with cell surface partner molecules in vitro. RESULTS TSPAN7 was found to be highly expressed at the RNA and protein level in CD138(+) MM PC from approximately 50% of MM patients. TSPAN7 overexpression in the murine myeloma cell line 5TGM1 significantly reduced tumour burden in 5TGM1/KaLwRij mice 4 weeks after intravenous adminstration of 5TGM1 cells. While TSPAN7 overexpression did not affect cell proliferation in vitro, TSPAN7 increased 5TGM1 cell adhesion to BM stromal cells and transendothelial migration. In addition, TSPAN7 was found to associate with the molecular chaperone calnexin on the cell surface. CONCLUSION These results suggest that elevated TSPAN7 may be associated with better outcomes for up to 50% of MM patients.
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Affiliation(s)
- Chee Man Cheong
- Myeloma Research Laboratory, School of Medical Sciences, University of Adelaide, and South Australian Health and Medical Research Institute (SAHMRI), Adelaide 5000, SA, Australia
| | - Annie W S Chow
- Myeloma Research Laboratory, School of Medical Sciences, University of Adelaide, and South Australian Health and Medical Research Institute (SAHMRI), Adelaide 5000, SA, Australia; Department of Haematology, SA Pathology, Adelaide 5000, SA, Australia
| | - Stephen Fitter
- Myeloma Research Laboratory, School of Medical Sciences, University of Adelaide, and South Australian Health and Medical Research Institute (SAHMRI), Adelaide 5000, SA, Australia
| | - Duncan R Hewett
- Myeloma Research Laboratory, School of Medical Sciences, University of Adelaide, and South Australian Health and Medical Research Institute (SAHMRI), Adelaide 5000, SA, Australia; School of Medicine, University of Adelaide, Adelaide 5005, SA, Australia
| | - Sally K Martin
- Myeloma Research Laboratory, School of Medical Sciences, University of Adelaide, and South Australian Health and Medical Research Institute (SAHMRI), Adelaide 5000, SA, Australia; Department of Haematology, SA Pathology, Adelaide 5000, SA, Australia; School of Medicine, University of Adelaide, Adelaide 5005, SA, Australia
| | - Sharon A Williams
- Myeloma Research Laboratory, School of Medical Sciences, University of Adelaide, and South Australian Health and Medical Research Institute (SAHMRI), Adelaide 5000, SA, Australia
| | - L Bik To
- Department of Haematology, SA Pathology, Adelaide 5000, SA, Australia
| | - Andrew C W Zannettino
- Myeloma Research Laboratory, School of Medical Sciences, University of Adelaide, and South Australian Health and Medical Research Institute (SAHMRI), Adelaide 5000, SA, Australia; Department of Haematology, SA Pathology, Adelaide 5000, SA, Australia; School of Medicine, University of Adelaide, Adelaide 5005, SA, Australia; Centre for Cancer Biology and Hanson Institute, SA Pathology, Adelaide 5000, SA, Australia; Centre for Personalised Cancer Medicine, University of Adelaide, Adelaide 5000SA, Australia
| | - Kate Vandyke
- Myeloma Research Laboratory, School of Medical Sciences, University of Adelaide, and South Australian Health and Medical Research Institute (SAHMRI), Adelaide 5000, SA, Australia; Department of Haematology, SA Pathology, Adelaide 5000, SA, Australia; School of Medicine, University of Adelaide, Adelaide 5005, SA, Australia.
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Lee YY, Kim TJ, Kim JY, Choi CH, Do IG, Song SY, Sohn I, Jung SH, Bae DS, Lee JW, Kim BG. Genetic profiling to predict recurrence of early cervical cancer. Gynecol Oncol 2013; 131:650-4. [DOI: 10.1016/j.ygyno.2013.10.003] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2013] [Revised: 10/02/2013] [Accepted: 10/03/2013] [Indexed: 11/17/2022]
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Chi JT, Thrall DE, Jiang C, Snyder S, Fels D, Landon C, McCall L, Lan L, Hauck M, MacFall JR, Viglianti BL, Dewhirst MW. Comparison of genomics and functional imaging from canine sarcomas treated with thermoradiotherapy predicts therapeutic response and identifies combination therapeutics. Clin Cancer Res 2011; 17:2549-60. [PMID: 21292819 DOI: 10.1158/1078-0432.ccr-10-2583] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE While hyperthermia is an effective adjuvant treatment to radiotherapy, we do not completely understand the nature of the response heterogeneity. EXPERIMENTAL DESIGN We performed gene expression analysis of 22 spontaneous canine sarcomas before and after the first hyperthermia treatment administered as an adjuvant to radiotherapy. In parallel, diffusion-weighted MRI (DWI) was done prior to the treatment course and at the end of therapy. RESULTS From the integrative analysis of gene expression and DWI, we identified significant correlation between tumor responses with genes involved in VEGF signaling, telomerase, DNA repair, and inflammation. The treatment-induced changes in gene expression identified 2 distinct tumor subtypes with significant differences in their gene expression and treatment response, as defined by changes in DWI. The 2 tumor subtypes could also be readily identified by pretreatment gene expression. The tumor subtypes, with stronger expression response and DWI increase, had higher levels of HSP70, POT1, and centrosomal proteins, and lower levels of CD31, vWF, and transferrin. Such differential gene expression between the 2 subtypes was used to interrogate connectivity map and identify linkages to an HSP90 inhibitor, geldanamycin. We further validated the ability of geldanamycin to enhance cell killing of human tumor cells with hyperthermia and radiotherapy in clonogenic assays. CONCLUSIONS To our knowledge, this is one of the first successful attempts to link changes in gene expression and functional imaging to understand the response heterogeneity and identify compounds enhancing thermoradiotherapy. This study also demonstrates the value of canine tumors to provide information generalizable to human tumors.
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Affiliation(s)
- Jen-Tsan Chi
- Institute for Genome Sciences & Policy, Department of Molecular Genetics & Microbiology, Duke University, Durham, NC 27708, USA.
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