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Dahl H, Ballangby J, Tengs T, Wojewodzic MW, Eide DM, Brede DA, Graupner A, Duale N, Olsen AK. Dose rate dependent reduction in chromatin accessibility at transcriptional start sites long time after exposure to gamma radiation. Epigenetics 2023; 18:2193936. [PMID: 36972203 PMCID: PMC10054331 DOI: 10.1080/15592294.2023.2193936] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023] Open
Abstract
Ionizing radiation (IR) impact cellular and molecular processes that require chromatin remodelling relevant for cellular integrity. However, the cellular implications of ionizing radiation (IR) delivered per time unit (dose rate) are still debated. This study investigates whether the dose rate is relevant for inflicting changes to the epigenome, represented by chromatin accessibility, or whether it is the total dose that is decisive. CBA/CaOlaHsd mice were whole-body exposed to either chronic low dose rate (2.5 mGy/h for 54 d) or the higher dose rates (10 mGy/h for 14 d and 100 mGy/h for 30 h) of gamma radiation (60Co, total dose: 3 Gy). Chromatin accessibility was analysed in liver tissue samples using Assay for Transposase-Accessible Chromatin with high-throughput sequencing (ATAC-Seq), both one day after and over three months post-radiation (>100 d). The results show that the dose rate contributes to radiation-induced epigenomic changes in the liver at both sampling timepoints. Interestingly, chronic low dose rate exposure to a high total dose (3 Gy) did not inflict long-term changes to the epigenome. In contrast to the acute high dose rate given to the same total dose, reduced accessibility at transcriptional start sites (TSS) was identified in genes relevant for the DNA damage response and transcriptional activity. Our findings link dose rate to essential biological mechanisms that could be relevant for understanding long-term changes after ionizing radiation exposure. However, future studies are needed to comprehend the biological consequence of these findings.
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Affiliation(s)
- Hildegunn Dahl
- Division of Climate and Environmental Health, Department of Chemical Toxicology, Norwegian Institute of Public Health, Oslo, Norway
- Centre for Environmental Radiation (CERAD), Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Jarle Ballangby
- Division of Climate and Environmental Health, Department of Chemical Toxicology, Norwegian Institute of Public Health, Oslo, Norway
- Centre for Environmental Radiation (CERAD), Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Torstein Tengs
- Division of Climate and Environmental Health, Department of Chemical Toxicology, Norwegian Institute of Public Health, Oslo, Norway
- Centre for Environmental Radiation (CERAD), Norwegian University of Life Sciences (NMBU), Ås, Norway
- Division for Aquaculture, Department of breeding and genetics, Nofima, Ås, Norway
| | - Marcin W Wojewodzic
- Division of Climate and Environmental Health, Department of Chemical Toxicology, Norwegian Institute of Public Health, Oslo, Norway
- Centre for Environmental Radiation (CERAD), Norwegian University of Life Sciences (NMBU), Ås, Norway
- Department of Research, Section Molecular Epidemiology and Infections, Cancer Registry of Norway, Oslo, Norway
| | - Dag M Eide
- Division of Climate and Environmental Health, Department of Chemical Toxicology, Norwegian Institute of Public Health, Oslo, Norway
- Centre for Environmental Radiation (CERAD), Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Dag Anders Brede
- Centre for Environmental Radiation (CERAD), Norwegian University of Life Sciences (NMBU), Ås, Norway
- Faculty of Environmental Sciences and Natural Resource Management (MINA), Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Anne Graupner
- Division of Climate and Environmental Health, Department of Chemical Toxicology, Norwegian Institute of Public Health, Oslo, Norway
- Centre for Environmental Radiation (CERAD), Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Nur Duale
- Division of Climate and Environmental Health, Department of Chemical Toxicology, Norwegian Institute of Public Health, Oslo, Norway
- Centre for Environmental Radiation (CERAD), Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Ann-Karin Olsen
- Division of Climate and Environmental Health, Department of Chemical Toxicology, Norwegian Institute of Public Health, Oslo, Norway
- Centre for Environmental Radiation (CERAD), Norwegian University of Life Sciences (NMBU), Ås, Norway
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Kim AB, Chou SY, Kang S, Kwon E, Inkman M, Szymanski J, Andruska N, Colgan C, Zhang J, Yang JC, Singh N, DeSelm CJ. Intrinsic tumor resistance to CAR T cells is a dynamic transcriptional state that is exploitable with low-dose radiation. Blood Adv 2023; 7:5396-5408. [PMID: 37093643 PMCID: PMC10509663 DOI: 10.1182/bloodadvances.2022009543] [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: 02/16/2023] [Revised: 04/10/2023] [Accepted: 04/10/2023] [Indexed: 04/25/2023] Open
Abstract
Chimeric antigen receptor (CAR) T-cell therapy represents a major advancement for hematologic malignancies, with some patients achieving long-term remission. However, the majority of treated patients still die of their disease. A consistent predictor of response is tumor quantity, wherein a higher disease burden before CAR T-cell therapy portends a worse prognosis. Focal radiation to bulky sites of the disease can decrease tumor quantity before CAR T-cell therapy, but whether this strategy improves survival is unknown. We find that substantially reducing systemic tumor quantity using high-dose radiation to areas of bulky disease, which is commonly done clinically, is less impactful on overall survival in mice achieved by CAR T cells than targeting all sites of disease with low-dose total tumor irradiation (TTI) before CAR T-cell therapy. This finding highlights another predictor of response, tumor quality, the intrinsic resistance of an individual patient's tumor cells to CAR T-cell killing. Little is known about whether or how an individual tumor's intrinsic resistance may change under different circumstances. We find a transcriptional "death receptor score" that reflects a tumor's intrinsic sensitivity to CAR T cells can be temporarily increased by low-dose TTI, and the timing of this transcriptional change correlates with improved in vivo leukemia control by an otherwise limited number of CAR T cells. This suggests an actionable method for potentially improving outcomes in patients predicted to respond poorly to this promising therapy and highlights that intrinsic tumor attributes may be equally or more important predictors of CAR T-cell response as tumor burden.
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Affiliation(s)
- Alexander B. Kim
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
| | - Ssu-Yu Chou
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
| | - Solomon Kang
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
| | - Eric Kwon
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
| | - Matthew Inkman
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
| | - Jeff Szymanski
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
| | - Neal Andruska
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
| | - Cian Colgan
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
| | - Jin Zhang
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
| | - Joanna C. Yang
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
| | - Nathan Singh
- Department of Medicine, Washington University School of Medicine, St. Louis, MO
| | - Carl J. DeSelm
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
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Maan K, Baghel R, Dhariwal S, Sharma A, Bakhshi R, Rana P. Metabolomics and transcriptomics based multi-omics integration reveals radiation-induced altered pathway networking and underlying mechanism. NPJ Syst Biol Appl 2023; 9:42. [PMID: 37689794 PMCID: PMC10492812 DOI: 10.1038/s41540-023-00305-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 08/25/2023] [Indexed: 09/11/2023] Open
Abstract
Recent advancement in integrated multi-omics has significantly contributed to many areas of the biomedical field. Radiation research has also grasped uprising omics technologies in biomarker identification to aid in triage management. Herein, we have used a combinatorial multi-omics approach based on transcriptomics together with metabolomics and lipidomics of blood from murine exposed to 1 Gy (LD) and 7.5 Gy (HD) of total-body irradiation (TBI) for a comprehensive understanding of biological processes through integrated pathways and networking. Both omics displayed demarcation of HD group from controls using multivariate analysis. Dysregulated amino acids, various PC, PE and carnitine were observed along with many dysregulated genes (Nos2, Hmgcs2, Oxct2a, etc.). Joint-Pathway Analysis and STITCH interaction showed radiation exposure resulted in changes in amino acid, carbohydrate, lipid, nucleotide, and fatty acid metabolism. Elicited immune response was also observed by Gene Ontology. BioPAN has predicted Elovl5, Elovl6 and Fads2 for fatty acid pathways, only in HD group. Collectively, the combined omics approach facilitated a better understanding of processes uncovering metabolic pathways. Presumably, this is the first in radiation metabolomics that utilized an integrated omics approach following TBI in mice. Our work showed that omics integration could be a valuable tool for better comprehending the mechanism as well as molecular interactions.
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Affiliation(s)
- Kiran Maan
- Metabolomics Research Facility, Institute of Nuclear Medicine and Allied Sciences (INMAS), DRDO, Delhi, India
- Department of Biomedical Science, Shaheed Rajguru College of Applied Sciences for Women, University of Delhi, Delhi, India
| | - Ruchi Baghel
- Metabolomics Research Facility, Institute of Nuclear Medicine and Allied Sciences (INMAS), DRDO, Delhi, India
| | - Seema Dhariwal
- Metabolomics Research Facility, Institute of Nuclear Medicine and Allied Sciences (INMAS), DRDO, Delhi, India
| | - Apoorva Sharma
- Metabolomics Research Facility, Institute of Nuclear Medicine and Allied Sciences (INMAS), DRDO, Delhi, India
| | - Radhika Bakhshi
- Department of Biomedical Science, Shaheed Rajguru College of Applied Sciences for Women, University of Delhi, Delhi, India
| | - Poonam Rana
- Metabolomics Research Facility, Institute of Nuclear Medicine and Allied Sciences (INMAS), DRDO, Delhi, India.
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Shishkina E, Shuiskaya A, Sharagin P. Bone marrow dosimetry for mice: exposure from bone-seeking 89,90Sr. RADIATION AND ENVIRONMENTAL BIOPHYSICS 2023; 62:131-142. [PMID: 36574034 DOI: 10.1007/s00411-022-01010-3] [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: 06/15/2022] [Accepted: 12/10/2022] [Indexed: 06/18/2023]
Abstract
Studies of radiobiological effects in murine rodents exposed to internal radiation in the wild or in laboratory experiments require dosimetric support. The main problem of bone marrow (BM) dosimetry for bone-seeking β-emitters is dosimetric modeling, because the bone is a heterogeneous structure with complex microarchitecture. To date, there are several approaches to calculating the absorbed dose in BM, which mostly use rough geometric approximations. Recently, in the framework of studies of people exposed to 90Sr in the Urals, a new approach (SPSD) has been developed. The aim of the current study was to test for the first time the possibility of extension of the SPSD approach elaborated for humans to mice. For this, computational phantoms of femur bones of laboratory animals (C57BL/6, C57BL/6 J, BALB/c, BALB/cJ) aged 5-8 weeks (growing) and > 8 weeks (adults) were created. The dose factors DFSr-90(BM ← TBV + CBV) to convert the Sr isotope activity concentration in a bone tissue into units of dose rate absorbed in the bone marrow were 1.75 ± 0.42 and 2.57 ± 0.93 μGy day-1 per Bq g-1 for growing and adult animals, respectively, while corresponding values for DFSr-89(BM ← TBV + CBV) were 1.08 ± 0.27 and 1.66 ± 0.67 μGy day-1 per Bq g-1, respectively. These results are about 2.5 times lower than skeleton-average DFs calculated assuming homogenous bone, where source and target coincide. The results of the present study demonstrate the possibility of application of the SPSD approach elaborated for humans to non-human mammals. It is concluded that the study demonstrates the feasibility and appropriateness of application of the SPSD approach elaborated for humans to non-human mammals. This approach opens up new prospects for studying the radiobiological consequences of red bone marrow exposure for both laboratory and wildlife mammals.
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Affiliation(s)
- Elena Shishkina
- Chelyabinsk State University, 129 Bratiev Kashirinykh Str., 454001, Chelyabinsk, Russia.
- Urals Research Center for Radiation Medicine, 68A, Vorovsky Str., 454124, Chelyabinsk, Russia.
| | - Alina Shuiskaya
- Chelyabinsk State University, 129 Bratiev Kashirinykh Str., 454001, Chelyabinsk, Russia
| | - Pavel Sharagin
- Urals Research Center for Radiation Medicine, 68A, Vorovsky Str., 454124, Chelyabinsk, Russia
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Fujikawa K, Sugihara T, Tanaka S, Tanaka I, Nakamura S, Nakamura-Murano M, Murano H, Komura JI. LOW DOSE-RATE RADIATION-SPECIFIC ALTERATIONS FOUND IN A GENOME-WIDE GENE EXPRESSION ANALYSIS OF THE MOUSE LIVER. RADIATION PROTECTION DOSIMETRY 2022; 198:1165-1169. [PMID: 36083764 DOI: 10.1093/rpd/ncac088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 05/08/2022] [Accepted: 05/12/2022] [Indexed: 06/15/2023]
Abstract
Life span shortening and increased incidences of cancer and non-cancer diseases were observed in B6C3F1 mice irradiated with gamma-rays at a low dose-rate (LDR) of 20 mGy/d for 400 d. A genome-wide gene expression profiling of livers from mice irradiated at a LDR (20 mGy/d, 100-400 d) was performed. LDR radiation affected specific pathways such as those related to lipid metabolism, e.g. 'Cholesterol biosynthesis' and 'Adipogenesis' in females irradiated for 200 and 300 d at 20 mGy/d, with increased expression of genes encoding cholesterol biosynthesis enzymes (Cyp51, Sqle, Fdps) as age and radiation dose increased. No significant alterations in the expression of these genes were observed in male mice exposed similarly. However, the genes encoding adipogenesis regulators, Srebf1 and Pparg, increased with age and radiation dose in both sexes. Comparison between LDR-irradiated and medium dose-rate (400 mGy/d) male mice revealed quite different gene expression profiles. These results seem to be consistent with the increased incidence of fatty liver and obesity in female mice exposed to LDR radiation and suggest that metabolism is an important target of LDR radiation.
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Affiliation(s)
- Katsuyoshi Fujikawa
- Department of Radiobiology, Institute for Environmental Sciences (IES), 2-121, Hacchazawa, Takahoko, Rokkasho, Aomori 039-3213, Japan
| | - Takashi Sugihara
- Department of Radiobiology, Institute for Environmental Sciences (IES), 2-121, Hacchazawa, Takahoko, Rokkasho, Aomori 039-3213, Japan
| | - Satoshi Tanaka
- Department of Radiobiology, Institute for Environmental Sciences (IES), 2-121, Hacchazawa, Takahoko, Rokkasho, Aomori 039-3213, Japan
| | - Ignacia Tanaka
- Department of Radiobiology, Institute for Environmental Sciences (IES), 2-121, Hacchazawa, Takahoko, Rokkasho, Aomori 039-3213, Japan
| | - Shingo Nakamura
- Department of Radiobiology, Institute for Environmental Sciences (IES), 2-121, Hacchazawa, Takahoko, Rokkasho, Aomori 039-3213, Japan
| | | | - Hayato Murano
- TESSCO, 330-2, Notsuke, Obuchi, Rokkasho, Aomori 039-3212, Japan
| | - Jun-Ichiro Komura
- Department of Radiobiology, Institute for Environmental Sciences (IES), 2-121, Hacchazawa, Takahoko, Rokkasho, Aomori 039-3213, Japan
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