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Muggiolu G, Sauvaigo S, Libert S, Millet M, Daguenet E, Bouleftour W, Maillet T, Deutsch E, Magné N. Baseline DSB repair prediction of chronic rare Grade ≥ 3 toxicities induced by radiotherapy using classification algorithms. JOURNAL OF RADIATION RESEARCH 2024; 65:540-548. [PMID: 38899572 PMCID: PMC11262860 DOI: 10.1093/jrr/rrae047] [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: 02/02/2024] [Revised: 04/29/2024] [Indexed: 06/21/2024]
Abstract
Small fractions of patients suffer from radiotherapy late severe adverse events (AEs Grade ≥ 3), which are usually irreversible and badly affect their quality of life. A novel functional DNA repair assay characterizing several steps of double-strand break (DSB) repair mechanisms was used. DNA repair activities of peripheral blood mononuclear cells were monitored for 1 week using NEXT-SPOT assay in 177 breast and prostate cancer patients. Only seven patients had Grade ≥ 3 AEs, 6 months after radiotherapy initiation. The machine learning method established the importance of variables among demographic, clinical and DNA repair data. The most relevant ones, all related to DNA repair, were employed to build a predictor. Predictors constructed with random forest and minimum bounding sphere predicted late Grade ≥ 3 AEs with a sensitivity of 100% and specificity of 77.17 and 86.22%, respectively. This multiplex functional approach strongly supports a dominant role for DSB repair in the development of chronic AEs. It also showed that affected patients share specific features related to functional aspects of DSB repair. This strategy may be suitable for routine clinical analysis and paves the way for modelling DSB repair associated with severe AEs induced by radiotherapy.
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Affiliation(s)
- Giovanna Muggiolu
- LXRepair, Research Department, 5 Avenue du Grand Sablon, La Tronche 38700, France
| | - Sylvie Sauvaigo
- LXRepair, Research Department, 5 Avenue du Grand Sablon, La Tronche 38700, France
| | - Sarah Libert
- LXRepair, Research Department, 5 Avenue du Grand Sablon, La Tronche 38700, France
| | - Mathias Millet
- LXRepair, Research Department, 5 Avenue du Grand Sablon, La Tronche 38700, France
| | - Elisabeth Daguenet
- Clinical Research Department, Cancerology and Hematology Institute, CHU de Saint Etienne, 108 Avenue Albert Raimond, 42055 Cedex 02, France
| | - Wafa Bouleftour
- Clinical Research Department, Cancerology and Hematology Institute, CHU de Saint Etienne, 108 Avenue Albert Raimond, 42055 Cedex 02, France
| | - Thierry Maillet
- LXRepair, Research Department, 5 Avenue du Grand Sablon, La Tronche 38700, France
| | - Eric Deutsch
- Gustave Roussy Cancer Campus (GRCC), 114 Rue Edouard Vaillant, 94805 Villejuif, France
| | - Nicolas Magné
- Department of Radiation Oncology, Institut Bergonié, 229 Cr de l'Argonne, 33076 Bordeaux, France
- Cellular and Molecular Radiobiology Laboratory, Lyon-Sud Medical School, Unité Mixte de Recherche CNRS5822/IP2I, University of Lyon, Ouliins, 69600, France
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Ramadhani D, Tetriana D, Purnami S, Suvifan VA, Kurnia Hasan Basri I, Kisnanto T, Oktariyani TA, Syafira D, Yunus MY, Miura T, Syaifudin M, Widowati R. γ-H2AX and phospho-ATM enzyme-linked immunosorbent assays as biodosimetry methods for radiation exposure assessment: a pilot study. RADIATION PROTECTION DOSIMETRY 2023; 199:2383-2390. [PMID: 37712393 DOI: 10.1093/rpd/ncad253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 07/10/2023] [Accepted: 07/27/2023] [Indexed: 09/16/2023]
Abstract
In the event of a radiological incident, a fast and accurate biological dosimetry (biodosimetry) method for evaluating people who have been potentially exposed to ionising radiation is crucial. Among the many biodosimetry methods available, the immunodetection of phosphorylated H2AX (γ-H2AX) stands as a promising method to be used in the triage of patients exposed to radiation. Currently, the most common way to measure γ-H2AX levels is through fluorescence microscopy. In this pilot study, we assessed the feasibility of using an enzyme-linked immunosorbent assay (ELISA) for quantifying γ-H2AX for biodosimetry purposes. Moreover, the usefulness of measuring phosphorylated ATM (pATM) levels through ELISA for biodosimetry was also evaluated. Blood samples were obtained from three male donors (38 y) and were irradiated with 60Co (0, 1, 2 and 6 Gy). Peripheral blood mononuclear cells (PBMCs) were isolated and lysed before measuring γ-H2AX, total H2AX protein and pATM using ELISA kits. The dicentric chromosome assay (DCA) using whole blood was also performed for comparison. Data from all donors at each dose were pooled before statistical analysis. The ratio of γ-H2AX/total H2AX and pATM levels increased in a radiation-dose-dependent manner. The average γ-H2AX/total H2AX ratios were 0.816 ± 0.219, 0.830 ± 0.685, 1.276 ± 1.151 and 1.606 ± 1.098, whereas the average levels of pATM were 59.359 ± 3.740, 63.366 ± 0.840, 66.273 ± 2.603 and 69.936 ± 4.439, in PBMCs exposed to 0, 1, 2 and 6 Gy, respectively. The linear-quadratic dose-response calibration curve for DCA was Y = 0.0017 (±0.0010) + 0.0251 (±0.0142) × D + 0.0342 (±0.0039) × D2 $\boldsymbol{Y}=\mathbf{0.0017}\left(\pm \mathbf{0.0010}\right)+\mathbf{0.0208}\left(\pm \mathbf{0.0218}\right)\times \boldsymbol{D}+\mathbf{0.0350}\left(\pm \mathbf{0.0050}\right)\times{\boldsymbol{D}}^{\mathbf{2}}$. Overall, despite a large variability in the ratio of γ-H2AX/total H2AX among donors, the present study revealed the suitability of using the ratio of γ-H2AX/total H2AX and pATM for biodosimetry. Still, more research with a larger group of subjects is necessary to construct a reliable calibration curve for the ratio of γ-H2AX/total H2AX and pATM levels for biodosimetry.
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Affiliation(s)
- Dwi Ramadhani
- Research Center for Radioisotope, Radiopharmaceutical and Biodosimetry Technology, Research Organization for Nuclear Energy, National Research and Innovation Agency, Gedung 720 KST. BJ. Habibie, Jl. Raya Puspiptek 60, Tangerang Selatan, Banten 15310, Indonesia
| | - Devita Tetriana
- Research Center for Safety, Metrology and Nuclear Quality Technology, Research Organization for Nuclear Energy, National Research and Innovation Agency, Gedung 720 KST. BJ. Habibie, Jl. Raya Puspiptek 60, Tangerang Selatan, Banten 15310, Indonesia
| | - Sofiati Purnami
- Research Center for Safety, Metrology and Nuclear Quality Technology, Research Organization for Nuclear Energy, National Research and Innovation Agency, Gedung 720 KST. BJ. Habibie, Jl. Raya Puspiptek 60, Tangerang Selatan, Banten 15310, Indonesia
| | - Viria Agesti Suvifan
- Directorate of Strengthening and Partnership of Research and Innovation Infrastructure, Deputy for Research and Innovation Infrastructure, National Research and Innovation Agency, Jl. M.H.Thamrin No.8, Jakarta Pusat 10340, Indonesia
| | - Iin Kurnia Hasan Basri
- Research Center for Radioisotope, Radiopharmaceutical and Biodosimetry Technology, Research Organization for Nuclear Energy, National Research and Innovation Agency, Gedung 720 KST. BJ. Habibie, Jl. Raya Puspiptek 60, Tangerang Selatan, Banten 15310, Indonesia
| | - Teja Kisnanto
- Research Center for Radioisotope, Radiopharmaceutical and Biodosimetry Technology, Research Organization for Nuclear Energy, National Research and Innovation Agency, Gedung 720 KST. BJ. Habibie, Jl. Raya Puspiptek 60, Tangerang Selatan, Banten 15310, Indonesia
| | - Tiara Andalya Oktariyani
- Department of Biology, Faculty of Science and Technology, Al-Azhar University of Indonesia, Komplek Masjid Agung Al Azhar Jl. Sisingamangaraja, Jakarta Selatan, Kebayoran Baru 12110, Indonesia
| | - Dira Syafira
- Department of Biology, Faculty of Science and Technology, Al-Azhar University of Indonesia, Komplek Masjid Agung Al Azhar Jl. Sisingamangaraja, Jakarta Selatan, Kebayoran Baru 12110, Indonesia
| | - Muhamad Yasin Yunus
- Research Center for Radiation Process Technology, Research Organization for Nuclear Energy, National Research and Innovation Agency, Gedung 720 KST. BJ. Habibie, Jl. Raya Puspiptek 60, Tangerang Selatan, Banten 15310, Indonesia
| | - Tomisato Miura
- Institute of Radiation Emergency Medicine, Hirosaki University, Hirosaki, Aomori 036-8564, Japan
| | - Mukh Syaifudin
- Research Center for Radioisotope, Radiopharmaceutical and Biodosimetry Technology, Research Organization for Nuclear Energy, National Research and Innovation Agency, Gedung 720 KST. BJ. Habibie, Jl. Raya Puspiptek 60, Tangerang Selatan, Banten 15310, Indonesia
| | - Retno Widowati
- Department of Biology, Universitas Nasional, Jl. Sawo Manila, Pejaten Ps. Minggu, Jakarta Selatan 12520, Indonesia
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Al-Choboq J, Mathis T, Restier-Verlet J, Sonzogni L, El Nachef L, Granzotto A, Bourguignon M, Foray N. The Radiobiological Characterization of Human and Porcine Lens Cells Suggests the Importance of the ATM Kinase in Radiation-Induced Cataractogenesis. Cells 2023; 12:2118. [PMID: 37626928 PMCID: PMC10453874 DOI: 10.3390/cells12162118] [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: 07/12/2023] [Revised: 08/14/2023] [Accepted: 08/17/2023] [Indexed: 08/27/2023] Open
Abstract
Studies about radiation-induced human cataractogenesis are generally limited by (1) the poor number of epithelial lens cell lines available (likely because of the difficulties of cell sampling and amplification) and (2) the lack of reliable biomarkers of the radiation-induced aging process. We have developed a mechanistic model of the individual response to radiation based on the nucleoshuttling of the ATM protein (RIANS). Recently, in the frame of the RIANS model, we have shown that, to respond to permanent endo- and exogenous stress, the ATM protein progressively agglutinates around the nucleus attracted by overexpressed perinuclear ATM-substrate protein. As a result, perinuclear ATM crowns appear to be an interesting biomarker of aging. The radiobiological characterization of the two human epithelial lens cell lines available and the four porcine epithelial lens cell lines that we have established showed delayed RIANS. The BFSP2 protein, found specifically overexpressed around the lens cell nucleus and interacting with ATM, may be a specific ATM-substrate protein facilitating the formation of perinuclear ATM crowns in lens cells. The perinuclear ATM crowns were observed inasmuch as the number of culture passages is high. Interestingly, 2 Gy X-rays lead to the transient disappearance of the perinuclear ATM crowns. Altogether, our findings suggest a strong influence of the ATM protein in radiation-induced cataractogenesis.
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Affiliation(s)
- Joëlle Al-Choboq
- INSERM U1296 Unit “Radiation: Defense, Health, Environment”, 28 Rue Laennec, 69008 Lyon, France; (J.A.-C.); (J.R.-V.); (L.S.); (L.E.N.); (A.G.); (M.B.)
| | - Thibaud Mathis
- Ophtalmology Department, Hospices Civils de Lyon, General University Hospital of Croix-Rousse, 103 Grande Rue Croix Rousse, 69004 Lyon, France;
- MATEIS Laboratory, CNRS UMR5510, INSA, Université Claude-Bernard Lyon 1, Campus de la Doua, 69100 Villeurbanne, France
| | - Juliette Restier-Verlet
- INSERM U1296 Unit “Radiation: Defense, Health, Environment”, 28 Rue Laennec, 69008 Lyon, France; (J.A.-C.); (J.R.-V.); (L.S.); (L.E.N.); (A.G.); (M.B.)
| | - Laurène Sonzogni
- INSERM U1296 Unit “Radiation: Defense, Health, Environment”, 28 Rue Laennec, 69008 Lyon, France; (J.A.-C.); (J.R.-V.); (L.S.); (L.E.N.); (A.G.); (M.B.)
| | - Laura El Nachef
- INSERM U1296 Unit “Radiation: Defense, Health, Environment”, 28 Rue Laennec, 69008 Lyon, France; (J.A.-C.); (J.R.-V.); (L.S.); (L.E.N.); (A.G.); (M.B.)
| | - Adeline Granzotto
- INSERM U1296 Unit “Radiation: Defense, Health, Environment”, 28 Rue Laennec, 69008 Lyon, France; (J.A.-C.); (J.R.-V.); (L.S.); (L.E.N.); (A.G.); (M.B.)
| | - Michel Bourguignon
- INSERM U1296 Unit “Radiation: Defense, Health, Environment”, 28 Rue Laennec, 69008 Lyon, France; (J.A.-C.); (J.R.-V.); (L.S.); (L.E.N.); (A.G.); (M.B.)
- Department of Biophysics and Nuclear Medicine, Université Paris Saclay Versailles St Quentin-en-Yvelines, 78035 Versailles, France
| | - Nicolas Foray
- INSERM U1296 Unit “Radiation: Defense, Health, Environment”, 28 Rue Laennec, 69008 Lyon, France; (J.A.-C.); (J.R.-V.); (L.S.); (L.E.N.); (A.G.); (M.B.)
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Kerns SL, Hall WA, Marples B, West CML. Normal Tissue Toxicity Prediction: Clinical Translation on the Horizon. Semin Radiat Oncol 2023; 33:307-316. [PMID: 37331785 DOI: 10.1016/j.semradonc.2023.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Improvements in radiotherapy delivery have enabled higher therapeutic doses and improved efficacy, contributing to the growing number of long-term cancer survivors. These survivors are at risk of developing late toxicity from radiotherapy, and the inability to predict who is most susceptible results in substantial impact on quality of life and limits further curative dose escalation. A predictive assay or algorithm for normal tissue radiosensitivity would allow more personalized treatment planning, reducing the burden of late toxicity, and improving the therapeutic index. Progress over the last 10 years has shown that the etiology of late clinical radiotoxicity is multifactorial and informs development of predictive models that combine information on treatment (eg, dose, adjuvant treatment), demographic and health behaviors (eg, smoking, age), co-morbidities (eg, diabetes, collagen vascular disease), and biology (eg, genetics, ex vivo functional assays). AI has emerged as a useful tool and is facilitating extraction of signal from large datasets and development of high-level multivariable models. Some models are progressing to evaluation in clinical trials, and we anticipate adoption of these into the clinical workflow in the coming years. Information on predicted risk of toxicity could prompt modification of radiotherapy delivery (eg, use of protons, altered dose and/or fractionation, reduced volume) or, in rare instances of very high predicted risk, avoidance of radiotherapy. Risk information can also be used to assist treatment decision-making for cancers where efficacy of radiotherapy is equivalent to other treatments (eg, low-risk prostate cancer) and can be used to guide follow-up screening in instances where radiotherapy is still the best choice to maximize tumor control probability. Here, we review promising predictive assays for clinical radiotoxicity and highlight studies that are progressing to develop an evidence base for clinical utility.
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Affiliation(s)
- Sarah L Kerns
- Department of Radiation Oncology, the Medical College of Wisconsin, Milwaukee, WI.
| | - William A Hall
- Department of Radiation Oncology, the Medical College of Wisconsin, Milwaukee, WI
| | - Brian Marples
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, NY
| | - Catharine M L West
- Division of Cancer Sciences, the University of Manchester, Manchester Academic Health Science Centre, Christie Hospital, Manchester, UK
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Berthel E, Pujo-Menjouet L, Le Reun E, Sonzogni L, Al-Choboq J, Chekroun A, Granzotto A, Devic C, Ferlazzo ML, Pereira S, Bourguignon M, Foray N. Toward an Early Diagnosis for Alzheimer's Disease Based on the Perinuclear Localization of the ATM Protein. Cells 2023; 12:1747. [PMID: 37443782 PMCID: PMC10340316 DOI: 10.3390/cells12131747] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 06/09/2023] [Accepted: 06/26/2023] [Indexed: 07/15/2023] Open
Abstract
Alzheimer's disease (AD) is the most common neurodegenerative dementia, for which the molecular origins, genetic predisposition and therapeutic approach are still debated. In the 1980s, cells from AD patients were reported to be sensitive to ionizing radiation. In order to examine the molecular basis of this radiosensitivity, the ATM-dependent DNA double-strand breaks (DSB) signaling and repair were investigated by applying an approach based on the radiation-induced ataxia telangiectasia-mutated (ATM) protein nucleoshuttling (RIANS) model. Early after irradiation, all ten AD fibroblast cell lines tested showed impaired DSB recognition and delayed RIANS. AD fibroblasts specifically showed spontaneous perinuclear localization of phosphorylated ATM (pATM) forms. To our knowledge, such observation has never been reported before, and by considering the role of the ATM kinase in the stress response, it may introduce a novel interpretation of accelerated aging. Our data and a mathematical approach through a brand-new model suggest that, in response to a progressive and cumulative stress, cytoplasmic ATM monomers phosphorylate the APOE protein (pAPOE) close to the nuclear membrane and aggregate around the nucleus, preventing their entry in the nucleus and thus the recognition and repair of spontaneous DSB, which contributes to the aging process. Our findings suggest that pATM and/or pAPOE may serve as biomarkers for an early reliable diagnosis of AD on any fibroblast sample.
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Affiliation(s)
- Elise Berthel
- Institut National de la Santé et de la Recherche Médicale, U1296 Research Unit «Radiation: Defense, Health, Environment», Centre Léon-Bérard, 28 Rue Laennec, 69008 Lyon, France; (E.B.); (E.L.R.); (L.S.); (J.A.-C.); (A.G.); (M.L.F.); (M.B.)
- NEOLYS Diagnostics, 7 Allée de l’Europe, 67960 Entzheim, France;
| | - Laurent Pujo-Menjouet
- Université Claude-Bernard Lyon 1, CNRS UMR5208, INRIA, Institut Camille-Jordan, 21 Avenue Claude Bernard, 69603 Villeurbanne, France; (L.P.-M.); (A.C.)
| | - Eymeric Le Reun
- Institut National de la Santé et de la Recherche Médicale, U1296 Research Unit «Radiation: Defense, Health, Environment», Centre Léon-Bérard, 28 Rue Laennec, 69008 Lyon, France; (E.B.); (E.L.R.); (L.S.); (J.A.-C.); (A.G.); (M.L.F.); (M.B.)
| | - Laurène Sonzogni
- Institut National de la Santé et de la Recherche Médicale, U1296 Research Unit «Radiation: Defense, Health, Environment», Centre Léon-Bérard, 28 Rue Laennec, 69008 Lyon, France; (E.B.); (E.L.R.); (L.S.); (J.A.-C.); (A.G.); (M.L.F.); (M.B.)
| | - Joëlle Al-Choboq
- Institut National de la Santé et de la Recherche Médicale, U1296 Research Unit «Radiation: Defense, Health, Environment», Centre Léon-Bérard, 28 Rue Laennec, 69008 Lyon, France; (E.B.); (E.L.R.); (L.S.); (J.A.-C.); (A.G.); (M.L.F.); (M.B.)
| | - Abdennasser Chekroun
- Université Claude-Bernard Lyon 1, CNRS UMR5208, INRIA, Institut Camille-Jordan, 21 Avenue Claude Bernard, 69603 Villeurbanne, France; (L.P.-M.); (A.C.)
| | - Adeline Granzotto
- Institut National de la Santé et de la Recherche Médicale, U1296 Research Unit «Radiation: Defense, Health, Environment», Centre Léon-Bérard, 28 Rue Laennec, 69008 Lyon, France; (E.B.); (E.L.R.); (L.S.); (J.A.-C.); (A.G.); (M.L.F.); (M.B.)
| | - Clément Devic
- Institut National de la Santé et de la Recherche Médicale, U1296 Research Unit «Radiation: Defense, Health, Environment», Centre Léon-Bérard, 28 Rue Laennec, 69008 Lyon, France; (E.B.); (E.L.R.); (L.S.); (J.A.-C.); (A.G.); (M.L.F.); (M.B.)
| | - Mélanie L. Ferlazzo
- Institut National de la Santé et de la Recherche Médicale, U1296 Research Unit «Radiation: Defense, Health, Environment», Centre Léon-Bérard, 28 Rue Laennec, 69008 Lyon, France; (E.B.); (E.L.R.); (L.S.); (J.A.-C.); (A.G.); (M.L.F.); (M.B.)
| | - Sandrine Pereira
- NEOLYS Diagnostics, 7 Allée de l’Europe, 67960 Entzheim, France;
| | - Michel Bourguignon
- Institut National de la Santé et de la Recherche Médicale, U1296 Research Unit «Radiation: Defense, Health, Environment», Centre Léon-Bérard, 28 Rue Laennec, 69008 Lyon, France; (E.B.); (E.L.R.); (L.S.); (J.A.-C.); (A.G.); (M.L.F.); (M.B.)
- Université Paris-Saclay, 78035 Versailles, France
| | - Nicolas Foray
- Institut National de la Santé et de la Recherche Médicale, U1296 Research Unit «Radiation: Defense, Health, Environment», Centre Léon-Bérard, 28 Rue Laennec, 69008 Lyon, France; (E.B.); (E.L.R.); (L.S.); (J.A.-C.); (A.G.); (M.L.F.); (M.B.)
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The Normal, the Radiosensitive, and the Ataxic in the Era of Precision Radiotherapy: A Narrative Review. Cancers (Basel) 2022; 14:cancers14246252. [PMID: 36551737 PMCID: PMC9776433 DOI: 10.3390/cancers14246252] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 12/06/2022] [Accepted: 12/09/2022] [Indexed: 12/23/2022] Open
Abstract
(1) Background: radiotherapy is a cornerstone of cancer treatment. When delivering a tumoricidal dose, the risk of severe late toxicities is usually kept below 5% using dose-volume constraints. However, individual radiation sensitivity (iRS) is responsible (with other technical factors) for unexpected toxicities after exposure to a dose that induces no toxicity in the general population. Diagnosing iRS before radiotherapy could avoid unnecessary toxicities in patients with a grossly normal phenotype. Thus, we reviewed iRS diagnostic data and their impact on decision-making processes and the RT workflow; (2) Methods: following a description of radiation toxicities, we conducted a critical review of the current state of the knowledge on individual determinants of cellular/tissue radiation; (3) Results: tremendous advances in technology now allow minimally-invasive genomic, epigenetic and functional testing and a better understanding of iRS. Ongoing large translational studies implement various tests and enriched NTCP models designed to improve the prediction of toxicities. iRS testing could better support informed radiotherapy decisions for individuals with a normal phenotype who experience unusual toxicities. Ethics of medical decisions with an accurate prediction of personalized radiotherapy's risk/benefits and its health economics impact are at stake; (4) Conclusions: iRS testing represents a critical unmet need to design personalized radiotherapy protocols relying on extended NTCP models integrating iRS.
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Deneuve S, Bastogne T, Duclos M, Mirjolet C, Bois P, Bachmann P, Nokovitch L, Roux PE, Girodet D, Poupart M, Zrounba P, Claude L, Ferella L, Iacovelli NA, Foray N, Rancati T, Pereira S. Predicting acute severe toxicity for head and neck squamous cell carcinomas by combining dosimetry with a radiosensitivity biomarker: a pilot study. TUMORI JOURNAL 2022; 109:173-185. [PMID: 35578746 DOI: 10.1177/03008916221078061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Radiotherapy (RT) against head and neck squamous cell carcinomas (HNSCC) may lead to severe toxicity in 30-40% of patients. The normal tissue complication probability (NTCP) models, based on dosimetric data refined the normal tissue dose/volume tolerance guidelines. In parallel, the radiation-induced nucleoshuttling (RIANS) of the Ataxia-Telangiectasia Mutated protein (pATM) is a predictive approach of individual intrinsic radiosensitivity. Here, we combined NTCP with RADIODTECT©, a blood assay derived from the RIANS model, to predict RT toxicity in HNSCC patients. METHODS RADIODTECT© cutoff values (i.e. 57.8 ng/mL for grade⩾2 toxicity and 46 ng/mL for grade⩾3 toxicity) have been previously assessed. Validation was performed on a prospective cohort of 36 HNSCC patients treated with postoperative RT. Toxicity was graded with the Common Terminology Criteria for Adverse Events (CTCAE) scale and two criteria were considered: grade⩾2 oral mucositis (OM2), grade⩾3 mucositis (OM3) and grade⩾2 dysphagia (DY2), grade⩾3 dysphagia (DY3). pATM quantification was assessed in lymphocytes of HNSCC patients. The discrimination power of the pATM assay was evaluated through the Area Under the Receiver Operator Characteristics Curve (AUC-ROC). Two previously described NTCP models were considered, including the dose to the oral cavity and the mean dose to the parotid glands (OM2 and OM3) and the dose to the oral cavity, to the larynx and the volume of pharyngeal constrictor muscles (DY2 and DY3). RESULTS Combining NTCP models with RADIODTECT© blood test improved the AUC-ROC. Considering the prediction of mucositis, AUC-ROCNTCP+RADIODTECT©=0.80 was for OM2, and AUC-ROCNTCP+RADIODTECT©=0.78 for OM3. Considering the prediction of acute dysphagia, AUC-ROCNTCP+RADIODTECT©=0.71 for DY2 and for DY3. CONCLUSIONS Combining NTCP models with a radiosensitivity biomarker might significantly improve the prediction of toxicities for HNSCC patients.
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Affiliation(s)
- Sophie Deneuve
- Centre Regional de Lutte Contre le Cancer Léon-Bérard, Département de Chirurgie Oncologique, Lyon, France.,INSERM, U1296 Unit, Centre Léon Bérard, Lyon, France
| | - Thierry Bastogne
- Institut De Cancérologie de Lorraine - Alexis Vautrin, Vandoeuvre-lès-Nancy, France.,CRAN, CNRS UMR 7039, INRIA BIGS, Vandoeuvre-lès-Nancy, France.,CYBERnano, Villers-lès-Nancy, France
| | | | - Céline Mirjolet
- Centre Georges François Leclerc, UNICANCER, Dijon, France.,INSERM UMR 1231, Cadir Team, Dijon, France
| | - Pascaline Bois
- Centre Regional de Lutte Contre le Cancer Léon-Bérard, Département de Chirurgie Oncologique, Lyon, France
| | - Patrick Bachmann
- Centre Regional de Lutte Contre le Cancer Léon-Bérard, Département de Chirurgie Oncologique, Lyon, France
| | - Lara Nokovitch
- Centre Regional de Lutte Contre le Cancer Léon-Bérard, Département de Chirurgie Oncologique, Lyon, France
| | - Pierre-Eric Roux
- Centre Regional de Lutte Contre le Cancer Léon-Bérard, Département de Chirurgie Oncologique, Lyon, France
| | - Didier Girodet
- Centre Regional de Lutte Contre le Cancer Léon-Bérard, Département de Chirurgie Oncologique, Lyon, France
| | - Marc Poupart
- Centre Regional de Lutte Contre le Cancer Léon-Bérard, Département de Chirurgie Oncologique, Lyon, France
| | - Philippe Zrounba
- Centre Regional de Lutte Contre le Cancer Léon-Bérard, Département de Chirurgie Oncologique, Lyon, France
| | - Line Claude
- Centre Regional de Lutte Contre le Cancer Léon-Bérard, Département de Chirurgie Oncologique, Lyon, France.,INSERM, U1296 Unit, Centre Léon Bérard, Lyon, France
| | - Letizia Ferella
- Departement of Radiation Oncology 2, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | | | - Nicolas Foray
- INSERM, U1296 Unit, Centre Léon Bérard, Lyon, France
| | - Tiziana Rancati
- Prostate Cancer Program, Scientific Directorate, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Sandrine Pereira
- INSERM, U1296 Unit, Centre Léon Bérard, Lyon, France.,Neolys Diagnostics, Lyon, France
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Panek A, Miszczyk J. ATM and RAD51 Repair Pathways in Human Lymphocytes Irradiated with 70 MeV Therapeutic Proton Beam. Radiat Res 2021; 197:396-402. [PMID: 34958667 DOI: 10.1667/rade-21-00109.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Accepted: 11/17/2021] [Indexed: 11/03/2022]
Abstract
The repair of radiation-induced DNA damage is a key factor differentiating patients in terms of the therapeutic efficacy and toxicity to surrounding normal tissue. Proton energy substantially determines the types of cancers that can be treated. The present work investigated the DNA double-strand break repair systems, represented by phosphorylated ATM and Rad51. The status of proton therapy energy used to treat major types of cancer is summarized. Here, human lymphocytes from eight healthy donors (male and female) were irradiated with a spread-out Bragg peak using a therapeutic 70 MeV proton beam or with reference X rays. For both types of radiation, the kinetics of pATM and Rad51 repair protein activation (0-24 h) were estimated as determinants of homologous and non-homologous double-strand break repair. Additionally, γ-H2AX was used as the gold standard marker of double-strand breaks. Our results showed that at 30 min postirradiation there was significantly greater accumulation of γ-H2AX (0.6-fold), pATM (2.0-fold), and Rad51 (0.6-fold) in the proton-irradiated cells compared with the X-ray-treated cells. At 24 h post irradiation, for both types of radiation and all investigated proteins, the foci number was still significantly higher when compared with control. Furthermore, the mean value of pATM and Rad51 repair effectiveness was higher in cells exposed to protons than in cells exposed to X rays; however, the difference was significant only for pATM. The largest inter-individual differences in the repair capabilities were noted for Rad51. The association between the frequency of repair protein foci and the frequency of lymphocyte viability at 1 h post irradiation showed a positive correlation for protons but a negative correlation for X rays. These findings indicate that the accumulation of radiation-induced repair protein foci after proton versus X-ray irradiation differs between patients, consequently affecting the cellular responses to particle therapy and conventional radiation therapy.
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Affiliation(s)
- Agnieszka Panek
- Institute of Nuclear Physics, Polish Academy of Sciences, PL-31-342 Krakow, Poland
| | - Justyna Miszczyk
- Institute of Nuclear Physics, Polish Academy of Sciences, PL-31-342 Krakow, Poland
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Kišonas J, Venius J, Sevriukova O, Grybauskas M, Dabkevičienė D, Burneckis A, Rotomskis R. Individual Radiosensitivity as a Risk Factor for the Radiation-Induced Acute Radiodermatitis. Life (Basel) 2021; 12:life12010020. [PMID: 35054413 PMCID: PMC8781761 DOI: 10.3390/life12010020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 12/20/2021] [Accepted: 12/20/2021] [Indexed: 11/23/2022] Open
Abstract
Background: Up to 95% of irradiated patients suffer from ionizing radiation (IR) induced early skin reaction, acute radiation dermatitis (ARD). Some experts think that additional skin hydration can reduce acute skin reactions. Individual radiosensitivity (IRS) determined from lymphocytes may help to predict acute radiation toxicity. The purpose of this study is to evaluate the clinical manifestation of ARD in different skincare groups during whole breast radiotherapy depending on IRS and other risk factors. Methods: A total of 108 early-stage breast cancer patients were randomized into best supportive care (BSC) and additional skincare (ASC) groups. IRS was evaluated using a G2 assay modified with caffeine-induced G2 checkpoint arrest. All patients received a 50 Gy dose to the breast planning target volume (PTV). Clinical assessment of ARD symptoms according to the CTCAE grading scale was performed once a week. Results: IRS was successfully determined for 91 out of 108 patients. A total of 10 patients (11%) had normal IRS, 47 patients (52%) were categorized as radiosensitive, and 34 (37%) as highly radiosensitive. There was no significant difference in the manifestation of ARD between patient groups by skincare or IRS. According to logistic regression, patients with bigger breasts were prone to more severe ARD (p = 0.002). Conclusions: The additional skincare did not improve skin condition during RT. A total of 89% of patients had increased radiosensitivity. IRS determined before RT did not show the predictive value for the manifestation of ARD. Logistic regression revealed that breast volume was the most significant risk factor for the manifestation of ARD.
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Affiliation(s)
- Juras Kišonas
- Department of Radiation Oncology, National Cancer Institute, LT-08660 Vilnius, Lithuania; (M.G.); (A.B.)
- Department of Neurobiology and Biophysics, Vilnius University, LT-10257 Vilnius, Lithuania
- Correspondence: ; Tel.: +370-612-376-96
| | - Jonas Venius
- Medical Physics Department, National Cancer Institute, LT-08660 Vilnius, Lithuania;
- Biomedical Physics Laboratory, National Cancer Institute, LT-08660 Vilnius, Lithuania;
| | | | - Mindaugas Grybauskas
- Department of Radiation Oncology, National Cancer Institute, LT-08660 Vilnius, Lithuania; (M.G.); (A.B.)
| | | | - Arvydas Burneckis
- Department of Radiation Oncology, National Cancer Institute, LT-08660 Vilnius, Lithuania; (M.G.); (A.B.)
| | - Ričardas Rotomskis
- Biomedical Physics Laboratory, National Cancer Institute, LT-08660 Vilnius, Lithuania;
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El-Nachef L, Al-Choboq J, Restier-Verlet J, Granzotto A, Berthel E, Sonzogni L, Ferlazzo ML, Bouchet A, Leblond P, Combemale P, Pinson S, Bourguignon M, Foray N. Human Radiosensitivity and Radiosusceptibility: What Are the Differences? Int J Mol Sci 2021; 22:7158. [PMID: 34281212 PMCID: PMC8267933 DOI: 10.3390/ijms22137158] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 06/25/2021] [Accepted: 06/28/2021] [Indexed: 12/27/2022] Open
Abstract
The individual response to ionizing radiation (IR) raises a number of medical, scientific, and societal issues. While the term "radiosensitivity" was used by the pioneers at the beginning of the 20st century to describe only the radiation-induced adverse tissue reactions related to cell death, a confusion emerged in the literature from the 1930s, as "radiosensitivity" was indifferently used to describe the toxic, cancerous, or aging effect of IR. In parallel, the predisposition to radiation-induced adverse tissue reactions (radiosensitivity), notably observed after radiotherapy appears to be caused by different mechanisms than those linked to predisposition to radiation-induced cancer (radiosusceptibility). This review aims to document these differences in order to better estimate the different radiation-induced risks. It reveals that there are very few syndromes associated with the loss of biological functions involved directly in DNA damage recognition and repair as their role is absolutely necessary for cell viability. By contrast, some cytoplasmic proteins whose functions are independent of genome surveillance may also act as phosphorylation substrates of the ATM protein to regulate the molecular response to IR. The role of the ATM protein may help classify the genetic syndromes associated with radiosensitivity and/or radiosusceptibility.
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Affiliation(s)
- Laura El-Nachef
- Inserm, U1296 unit, Radiation: Defense, Health and Environment, Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (L.E.-N.); (J.A.-C.); Juliette.Restier-- (J.R.-V.); (A.G.); (E.B.); (L.S.); (M.L.F.); (A.B.); (M.B.)
| | - Joelle Al-Choboq
- Inserm, U1296 unit, Radiation: Defense, Health and Environment, Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (L.E.-N.); (J.A.-C.); Juliette.Restier-- (J.R.-V.); (A.G.); (E.B.); (L.S.); (M.L.F.); (A.B.); (M.B.)
| | - Juliette Restier-Verlet
- Inserm, U1296 unit, Radiation: Defense, Health and Environment, Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (L.E.-N.); (J.A.-C.); Juliette.Restier-- (J.R.-V.); (A.G.); (E.B.); (L.S.); (M.L.F.); (A.B.); (M.B.)
| | - Adeline Granzotto
- Inserm, U1296 unit, Radiation: Defense, Health and Environment, Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (L.E.-N.); (J.A.-C.); Juliette.Restier-- (J.R.-V.); (A.G.); (E.B.); (L.S.); (M.L.F.); (A.B.); (M.B.)
| | - Elise Berthel
- Inserm, U1296 unit, Radiation: Defense, Health and Environment, Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (L.E.-N.); (J.A.-C.); Juliette.Restier-- (J.R.-V.); (A.G.); (E.B.); (L.S.); (M.L.F.); (A.B.); (M.B.)
- Neolys Diagnostics, 67960 Entzheim, France
| | - Laurène Sonzogni
- Inserm, U1296 unit, Radiation: Defense, Health and Environment, Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (L.E.-N.); (J.A.-C.); Juliette.Restier-- (J.R.-V.); (A.G.); (E.B.); (L.S.); (M.L.F.); (A.B.); (M.B.)
| | - Mélanie L. Ferlazzo
- Inserm, U1296 unit, Radiation: Defense, Health and Environment, Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (L.E.-N.); (J.A.-C.); Juliette.Restier-- (J.R.-V.); (A.G.); (E.B.); (L.S.); (M.L.F.); (A.B.); (M.B.)
| | - Audrey Bouchet
- Inserm, U1296 unit, Radiation: Defense, Health and Environment, Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (L.E.-N.); (J.A.-C.); Juliette.Restier-- (J.R.-V.); (A.G.); (E.B.); (L.S.); (M.L.F.); (A.B.); (M.B.)
| | - Pierre Leblond
- Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (P.L.); (P.C.)
| | - Patrick Combemale
- Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (P.L.); (P.C.)
| | - Stéphane Pinson
- Hospices Civils de Lyon, Quai des Célestins, 69002 Lyon, France;
| | - Michel Bourguignon
- Inserm, U1296 unit, Radiation: Defense, Health and Environment, Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (L.E.-N.); (J.A.-C.); Juliette.Restier-- (J.R.-V.); (A.G.); (E.B.); (L.S.); (M.L.F.); (A.B.); (M.B.)
- Université Paris Saclay Versailles St Quentin en Yvelines, 78035 Versailles, France
| | - Nicolas Foray
- Inserm, U1296 unit, Radiation: Defense, Health and Environment, Centre Léon-Bérard, 28, rue Laennec, 69008 Lyon, France; (L.E.-N.); (J.A.-C.); Juliette.Restier-- (J.R.-V.); (A.G.); (E.B.); (L.S.); (M.L.F.); (A.B.); (M.B.)
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