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Nardone V, Ruggiero D, Chini MG, Bruno I, Lauro G, Terracciano S, Nebbioso A, Bifulco G, Cappabianca S, Reginelli A. From Bench to Bedside: Translational Approaches to Cardiotoxicity in Breast Cancer, Lung Cancer, and Lymphoma Therapies. Cancers (Basel) 2025; 17:1059. [PMID: 40227572 PMCID: PMC11987928 DOI: 10.3390/cancers17071059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Revised: 03/10/2025] [Accepted: 03/19/2025] [Indexed: 04/15/2025] Open
Abstract
Cardiotoxicity represents a critical challenge in cancer therapy, particularly in the treatment of thoracic tumors, such as lung cancer and lymphomas, as well as breast cancer. These malignancies stand out for their high prevalence and the widespread use of cardiotoxic treatments, such as chemotherapy, radiotherapy, and immunotherapy. This work underscores the importance of preclinical models in uncovering the mechanisms of cardiotoxicity and developing targeted prevention and mitigation strategies. In vitro models provide valuable insights into cellular processes, enabling the observation of changes in cell viability and function following exposure to various drugs or ionizing radiation. Complementarily, in vivo animal models offer a broader perspective, allowing for evaluating of both short- and long-term effects and a better understanding of chronic toxicity and cardiac diseases. By integrating these approaches, researchers can identify potential mechanisms of cardiotoxicity and devise effective prevention strategies. This analysis highlights the central role of preclinical models in advancing knowledge of cardiotoxic effects associated with common therapeutic regimens for thoracic and breast cancers.
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Affiliation(s)
- Valerio Nardone
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (V.N.); (D.R.); (A.N.); (S.C.); (A.R.)
| | - Dafne Ruggiero
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (V.N.); (D.R.); (A.N.); (S.C.); (A.R.)
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, Italy; (I.B.); (G.L.); (S.T.); (G.B.)
| | - Maria Giovanna Chini
- Department of Biosciences and Territory, University of Molise, Contrada Fonte Lappone, Pesche, 86090 Isernia, Italy
| | - Ines Bruno
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, Italy; (I.B.); (G.L.); (S.T.); (G.B.)
| | - Gianluigi Lauro
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, Italy; (I.B.); (G.L.); (S.T.); (G.B.)
| | - Stefania Terracciano
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, Italy; (I.B.); (G.L.); (S.T.); (G.B.)
| | - Angela Nebbioso
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (V.N.); (D.R.); (A.N.); (S.C.); (A.R.)
| | - Giuseppe Bifulco
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, Italy; (I.B.); (G.L.); (S.T.); (G.B.)
| | - Salvatore Cappabianca
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (V.N.); (D.R.); (A.N.); (S.C.); (A.R.)
| | - Alfonso Reginelli
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (V.N.); (D.R.); (A.N.); (S.C.); (A.R.)
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Wilson J, Jun Hua C, Aziminia N, Manisty C. Imaging of the Acute and Chronic Cardiovascular Complications of Radiation Therapy. Circ Cardiovasc Imaging 2025; 18:e017454. [PMID: 39957613 PMCID: PMC11913245 DOI: 10.1161/circimaging.124.017454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/18/2025]
Abstract
Chest radiotherapy (XRT) plays a crucial role in the treatment of a multitude of cancers including breast, lung, esophageal, and lymphoma. Although XRT enhances cancer survival rates, it may also expose healthy bystander tissues to radiation, potentially leading to severe complications. Initially considered relatively resistant to radiation damage, the heart has been shown over the past 4 decades to be susceptible to radiation-induced cardiovascular toxicity and despite advances in XRT which can minimize radiation exposure to heart tissue, no cardiac radiation dose is entirely safe. The clinical spectrum of radiation-induced cardiovascular toxicity is broad, encompassing coronary artery disease, myocardial dysfunction, valvular abnormalities, and pericardial disorders. Radiation-induced cardiovascular toxicity may manifest acutely or many years after XRT, with each condition more likely to present at certain time points post-XRT. Cardiac imaging is a crucial tool in both the screening and diagnosis of radiation-induced cardiovascular toxicity with an understanding of its pathophysiology, incidence, and progression required to implement a comprehensive, multimodality imaging approach to detect and manage these complications effectively.
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Affiliation(s)
- James Wilson
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health National Health Service (NHS) Trust, London, United Kingdom (J.W., N.A., C.M.)
- Institute of Cardiovascular Science, University College London, United Kingdom (J.W., N.A., C.M.)
| | - Chong Jun Hua
- Cardiology Department, National Heart Centre Singapore & Cardiovascular Sciences Academic Clinical Programme at Duke-National University of Singapore Medical School & Lee Kong Chian School of Medicine, Nanyang Technological University (C.J.H.)
| | - Nikoo Aziminia
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health National Health Service (NHS) Trust, London, United Kingdom (J.W., N.A., C.M.)
- Institute of Cardiovascular Science, University College London, United Kingdom (J.W., N.A., C.M.)
| | - Charlotte Manisty
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health National Health Service (NHS) Trust, London, United Kingdom (J.W., N.A., C.M.)
- Institute of Cardiovascular Science, University College London, United Kingdom (J.W., N.A., C.M.)
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Nardone V, Reginelli A, Patanè V, Sangiovanni A, Grassi R, Russo A, Correale P, Giordano DS, Zaccaria C, Belfiore MP, Cappabianca S. Prognostic Value of Sarcopenia in Elderly Patients with Metastatic Non-Small-Cell Lung Cancer Undergoing Radiotherapy. Curr Oncol 2024; 31:6673-6685. [PMID: 39590123 PMCID: PMC11592436 DOI: 10.3390/curroncol31110492] [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: 08/30/2024] [Revised: 10/19/2024] [Accepted: 10/23/2024] [Indexed: 11/28/2024] Open
Abstract
Background: Sarcopenia, a syndrome characterized by age-related loss of muscle mass and function, lacks universally accepted diagnostic criteria, particularly for its role as a prognostic factor in elderly patients with non-small-cell lung cancer (NSCLC). This study aimed to evaluate the prognostic significance of sarcopenia, assessed by psoas muscle size on baseline CT scans, in patients over 70 years of age with metastatic NSCLC. Methods: We retrospectively analyzed 85 elderly patients undergoing palliative radiation therapy between August 2022 and July 2024. Using morphometric analysis of psoas size, we investigated its correlation with overall survival (OS) and progression-free survival (PFS). Results: Our results showed that decreased psoas size was significantly associated with shorter OS and PFS, with median OS of 10 months and PFS of 4 months in sarcopenic patients compared to longer survival times in non-sarcopenic patients. Median survival of non-sarcopenic vs. sarcopenic patients was 21 ± 7 months (muscle area > median) versus 5 ± 2.3 months (muscle area < median). Multivariate analysis confirmed that psoas size, along with ECOG performance status and treatment of primary NSCLC, was a significant predictor of survival. Discussion: These findings suggest that psoas muscle size is a valuable prognostic marker for elderly NSCLC patients, potentially guiding treatment decisions and patient management. Further research is needed to validate these results and refine prognostic models for this population.
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Affiliation(s)
- Valerio Nardone
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.R.); (V.P.); (A.S.); (R.G.); (A.R.); (D.S.G.); (C.Z.); (M.P.B.); (S.C.)
| | - Alfonso Reginelli
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.R.); (V.P.); (A.S.); (R.G.); (A.R.); (D.S.G.); (C.Z.); (M.P.B.); (S.C.)
| | - Vittorio Patanè
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.R.); (V.P.); (A.S.); (R.G.); (A.R.); (D.S.G.); (C.Z.); (M.P.B.); (S.C.)
| | - Angelo Sangiovanni
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.R.); (V.P.); (A.S.); (R.G.); (A.R.); (D.S.G.); (C.Z.); (M.P.B.); (S.C.)
| | - Roberta Grassi
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.R.); (V.P.); (A.S.); (R.G.); (A.R.); (D.S.G.); (C.Z.); (M.P.B.); (S.C.)
| | - Anna Russo
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.R.); (V.P.); (A.S.); (R.G.); (A.R.); (D.S.G.); (C.Z.); (M.P.B.); (S.C.)
| | - Pierpaolo Correale
- Unit of Medical Oncology, Grand Metropolitan Hospital “Bianchi Melacrino Morelli”, 89128 Reggio Calabria, Italy;
| | - Diego Sandro Giordano
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.R.); (V.P.); (A.S.); (R.G.); (A.R.); (D.S.G.); (C.Z.); (M.P.B.); (S.C.)
| | - Carmine Zaccaria
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.R.); (V.P.); (A.S.); (R.G.); (A.R.); (D.S.G.); (C.Z.); (M.P.B.); (S.C.)
| | - Maria Paola Belfiore
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.R.); (V.P.); (A.S.); (R.G.); (A.R.); (D.S.G.); (C.Z.); (M.P.B.); (S.C.)
| | - Salvatore Cappabianca
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.R.); (V.P.); (A.S.); (R.G.); (A.R.); (D.S.G.); (C.Z.); (M.P.B.); (S.C.)
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Buono M, Russo G, Nardone V, Della Corte CM, Natale G, Rubini D, Palumbo L, Scimone C, Ciani G, D'Onofrio I, Grassi R, Fiorelli A, Morgillo F, Reginelli A, Troncone G, Cappabianca S. New perspectives on inoperable early-stage lung cancer management: Clinicians, physicists, and biologists unveil strategies and insights. THE JOURNAL OF LIQUID BIOPSY 2024; 5:100153. [PMID: 40027942 PMCID: PMC11863942 DOI: 10.1016/j.jlb.2024.100153] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 03/24/2024] [Accepted: 03/25/2024] [Indexed: 03/05/2025]
Abstract
This work provides a comprehensive overview of the current landscape of lung cancer, emphasizing the global significance of the disease and the challenges associated with its diagnosis and treatment. The authors highlight the prevalence of lung cancer, with non-small cell lung cancer (NSCLC) and small cell lung cancer (SCC) being the predominant histological subtypes. Advanced-stage diagnosis is common due to the asymptomatic nature of the disease, leading to a systemic treatment approach involving chemotherapy and radiotherapy.The authors discuss the evolution of treatment strategies, with a focus on the emergence of targeted therapies for advanced-stage NSCLC. A panel of predictive biomarkers, both DNA-based (e.g., EGFR, BRAF, KRAS) and RNA-based (e.g., ALK, ROS1, RET, MET), is highlighted as crucial for molecular analysis in diagnostic specimens. While advanced NSCLC patients benefit from targeted therapy, early-stage patients may undergo surgery followed by adjuvant cisplatin-based chemotherapy or stereotactic body radiotherapy (SBRT). The work emphasizes the importance of screening programs for early detection, with a particular focus on the Italian Lung Cancer Screening Network (RISP). RISP aims to recruit high-risk individuals for screening using low-dose computed tomography (LDCT) and implements primary prevention interventions, such as smoking cessation support. The program's objectives include reducing lung cancer mortality, developing a recruitment system for suitable candidates, and integrating radiological, clinical, and molecular data for individual risk profiling. The review also delves into the perspectives of clinicians, physicists, and biologists in the management of lung cancer. Clinicians focus on risk stratification and treatment options, physicists discuss the role of medical physicists in SBRT, and biologists explore precision medicine, biomarkers, and challenges inearly detection.The comparison between surgery and SBRT for early-stage NSCLC patients is discussed, emphasizing the efficacy of SBRT as a non-invasive approach for patients ineligible for surgery. The authors also touch upon ongoing trials addressing the clinical performance of SBRT in comparison to surgery and the challenges posed by preexisting treatment preferences. The physicist's perspective emphasizes the role of medical physicists in lung SBRT, covering aspects from treatment planning to quality assurance. The importance of radiation physics expertise, advanced imaging techniques, image-guided radiation therapy (IGRT), and adaptive radiotherapy is highlighted. Customized models for tumor control and toxicity evaluation, derived from dosimetric analysis, contribute to treatment optimization and patient care. The biologist's viewpoint explores precision medicine in advanced NSCLC treatment, emphasizing the role of somatic alterations as predictive biomarkers. Challenges in early detection are discussed, and the ideal screening tool is proposed to integrate radiological, pathological, and clinical data. Various blood-derived biomarkers and diagnostic assays, such as EarlyCDT-Lung, Nodify XL2, and miRNA-based signatures, are presented as potential tools for early-stage lung cancer detection. In conclusion, the review underscores the multidisciplinary approach required for effective lung cancer management. Advances in early detection, personalized treatment, and the integration of technology and biomarkers offer hope for improving outcomes and reducing the global burden of lung cancer.
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Affiliation(s)
- Mauro Buono
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, Naples, Italy
| | - Gianluca Russo
- Department of Public Health, University Federico II of Naples, Naples, Italy
| | - Valerio Nardone
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, Naples, Italy
| | | | - Giovanni Natale
- Department of Translational Medicine, Università della Campania "L. Vanvitelli", Naples, Italy
| | - Dino Rubini
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, Naples, Italy
| | - Lucia Palumbo
- Department of Public Health, University Federico II of Naples, Naples, Italy
| | - Claudia Scimone
- Department of Public Health, University Federico II of Naples, Naples, Italy
| | - Giovanni Ciani
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, Naples, Italy
| | - Ida D'Onofrio
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, Naples, Italy
| | - Roberta Grassi
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, Naples, Italy
| | - Alfonso Fiorelli
- Department of Translational Medicine, Università della Campania "L. Vanvitelli", Naples, Italy
| | - Floriana Morgillo
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, Naples, Italy
| | - Alfonso Reginelli
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, Naples, Italy
| | - Giancarlo Troncone
- Department of Public Health, University Federico II of Naples, Naples, Italy
| | - Salvatore Cappabianca
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, Naples, Italy
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Cao Q, Ye X, Wu X, Zhang Q, Gong J, Chen Y, You Y, Shen J, Qiang Y, Cao G. Therapeutic efficacy of rare earth carbonate with chemoradiotherapy in late-stage non-small cell lung cancer: a cohort prospective study. Front Endocrinol (Lausanne) 2023; 14:1301032. [PMID: 38192415 PMCID: PMC10773736 DOI: 10.3389/fendo.2023.1301032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 11/24/2023] [Indexed: 01/10/2024] Open
Abstract
Objective To compare the therapeutic effects and adverse reactions of sterilizing rare earth carbonate combined with concurrent chemoradiotherapy and simple concurrent chemoradiotherapy in the treatment of late-stage non-small cell lung cancer (NSCLC), and to analyze the reasons for the differences. Method A total of 817 patients with pathologically diagnosed late-stage NSCLC from June 1, 2021 to December 30, 2022, in the affiliated hospital of Kunming University of Science and Technology, were selected. They were randomly divided into a control group of 394 people and an experimental group of 423 people. The control group was given concurrent chemoradiotherapy (cisplatin + etoposide), while the experimental group simultaneously took a low dose of sterilized rare earth carbonate (0.05mg/Kg). The χ² test and Fisher's test were used to compare the clinical pathological features, objective response rate (ORR), ECOG score, and adverse reactions of the two groups of patients, while survival analysis was used to compare the progression-free survival (PFS) of the two groups. Cox regression analysis was used to test factors related to prognosis. Results The differences in clinical pathological features between the two groups of patients were not statistically significant, with all P>0.05. The ORR of the control group was 45.18% (178/394), and the experimental group was 89.83% (380/423), with a statistically significant difference (P=0.001). After treatment, the ECOG score of the experimental group was lower than that of the control group, P<0.001. The adverse reaction grading of patients in both groups was below level 3 after treatment, and no treatment-related fatalities occurred. The risk of pulmonary infection and bone marrow suppression in the experimental group was lower than that in the control group. Conclusion In late-stage NSCLC patients, compared with simple concurrent chemoradiotherapy, the combination of concurrent chemoradiotherapy and sterilizing rare earth carbonate can significantly improve the short-term therapeutic effect and prognosis of patients, with good safety.
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Affiliation(s)
- Qiang Cao
- Department of Earth Sciences, Kunming University of Science and Technology, Kunming, China
- Department of Pharmacy, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Xia Ye
- Department of Oncology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Xinyan Wu
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
| | - Qi Zhang
- Undergraduate Department, Taishan University, Taian, China
| | - Junling Gong
- School of Public Health, Nanchang University, Nanchang, China
| | - Yuquan Chen
- Institute of Medical Information/Library, Chinese Academy of Medical Sciences, Beijing, China
| | - Yanwei You
- Division of Sports Science & Physical Education, Tsinghua University, Beijing, China
| | - Jun Shen
- Department of Pharmacy, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Yi Qiang
- Department of Earth Sciences, Kunming University of Science and Technology, Kunming, China
| | - Guangzhu Cao
- Department of Earth Sciences, Kunming University of Science and Technology, Kunming, China
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Yanina IY, Genin VD, Genina EA, Mudrak DA, Navolokin NA, Bucharskaya AB, Kistenev YV, Tuchin VV. Multimodal Diagnostics of Changes in Rat Lungs after Vaping. Diagnostics (Basel) 2023; 13:3340. [PMID: 37958237 PMCID: PMC10650729 DOI: 10.3390/diagnostics13213340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 10/09/2023] [Accepted: 10/13/2023] [Indexed: 11/15/2023] Open
Abstract
(1) Background: The use of electronic cigarettes has become widespread in recent years. The use of e-cigarettes leads to milder pathological conditions compared to traditional cigarette smoking. Nevertheless, e-liquid vaping can cause morphological changes in lung tissue, which affects and impairs gas exchange. This work studied the changes in morphological and optical properties of lung tissue under the action of an e-liquid aerosol. To do this, we implemented the "passive smoking" model and created the specified concentration of aerosol of the glycerol/propylene glycol mixture in the chamber with the animal. (2) Methods: In ex vivo studies, the lungs of Wistar rats are placed in the e-liquid for 1 h. For in vivo studies, Wistar rats were exposed to the e-liquid vapor in an aerosol administration chamber. After that, lung tissue samples were examined ex vivo using optical coherence tomography (OCT) and spectrometry with an integrating sphere. Absorption and reduced scattering coefficients were estimated for the control and experimental groups. Histological sections were made according to the standard protocol, followed by hematoxylin and eosin staining. (3) Results: Exposure to e-liquid in ex vivo and aerosol in in vivo studies was found to result in the optical clearing of lung tissue. Histological examination of the lung samples showed areas of emphysematous expansion of the alveoli, thickening of the alveolar septa, and the phenomenon of plasma permeation, which is less pronounced in in vivo studies than for the exposure of e-liquid ex vivo. E-liquid aerosol application allows for an increased resolution and improved imaging of lung tissues using OCT. Spectral studies showed significant differences between the control group and the ex vivo group in the spectral range of water absorption. It can be associated with dehydration of lung tissue owing to the hyperosmotic properties of glycerol and propylene glycol, which are the main components of e-liquids. (4) Conclusions: A decrease in the volume of air in lung tissue and higher packing of its structure under e-liquid vaping causes a better contrast of OCT images compared to intact lung tissue.
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Affiliation(s)
- Irina Yu. Yanina
- Institution of Physics, Saratov State University, 410012 Saratov, Russia; (V.D.G.); (E.A.G.); (V.V.T.)
- Laboratory of Laser Molecular Imaging and Machine Learning, Tomsk State University, 634050 Tomsk, Russia; (A.B.B.); (Y.V.K.)
| | - Vadim D. Genin
- Institution of Physics, Saratov State University, 410012 Saratov, Russia; (V.D.G.); (E.A.G.); (V.V.T.)
- Laboratory of Laser Molecular Imaging and Machine Learning, Tomsk State University, 634050 Tomsk, Russia; (A.B.B.); (Y.V.K.)
- Science Medical Center, Saratov State University, 410012 Saratov, Russia
| | - Elina A. Genina
- Institution of Physics, Saratov State University, 410012 Saratov, Russia; (V.D.G.); (E.A.G.); (V.V.T.)
- Laboratory of Laser Molecular Imaging and Machine Learning, Tomsk State University, 634050 Tomsk, Russia; (A.B.B.); (Y.V.K.)
- Science Medical Center, Saratov State University, 410012 Saratov, Russia
| | - Dmitry A. Mudrak
- Department of Pathological Anatomy, Saratov State Medical University, 410012 Saratov, Russia; (D.A.M.); (N.A.N.)
| | - Nikita A. Navolokin
- Department of Pathological Anatomy, Saratov State Medical University, 410012 Saratov, Russia; (D.A.M.); (N.A.N.)
- Experimental Department, Center for Collective Use of Experimental Oncology, Saratov State Medical University, 410012 Saratov, Russia
- State Healthcare Institution, Saratov City Clinical Hospital No. 1 Named after Yu.Ya. Gordeev, 410017 Saratov, Russia
| | - Alla B. Bucharskaya
- Laboratory of Laser Molecular Imaging and Machine Learning, Tomsk State University, 634050 Tomsk, Russia; (A.B.B.); (Y.V.K.)
- Science Medical Center, Saratov State University, 410012 Saratov, Russia
- Department of Pathological Anatomy, Saratov State Medical University, 410012 Saratov, Russia; (D.A.M.); (N.A.N.)
| | - Yury V. Kistenev
- Laboratory of Laser Molecular Imaging and Machine Learning, Tomsk State University, 634050 Tomsk, Russia; (A.B.B.); (Y.V.K.)
| | - Valery V. Tuchin
- Institution of Physics, Saratov State University, 410012 Saratov, Russia; (V.D.G.); (E.A.G.); (V.V.T.)
- Laboratory of Laser Molecular Imaging and Machine Learning, Tomsk State University, 634050 Tomsk, Russia; (A.B.B.); (Y.V.K.)
- Science Medical Center, Saratov State University, 410012 Saratov, Russia
- Institute of Precision Mechanics and Control, FRC “Saratov Scientific Centre of the Russian Academy of Sciences”, 410028 Saratov, Russia
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