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Youssef A, Sahgal A, Das S. Radioresistance and brain metastases: a review of the literature and applied perspective. Front Oncol 2024; 14:1477448. [PMID: 39540151 PMCID: PMC11557554 DOI: 10.3389/fonc.2024.1477448] [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: 08/08/2024] [Accepted: 10/09/2024] [Indexed: 11/16/2024] Open
Abstract
Intracranial metastatic disease is a serious complication of cancer, treated through surgery, radiation, and targeted therapies. The central role of radiation therapy makes understanding the radioresistance of metastases a priori a key interest for prognostication and therapeutic development. Although historically defined clinic-radiographically according to tumour response, developments in new techniques for delivering radiation treatment and understanding of radioprotective mechanisms led to a need to revisit the definition of radioresistance in the modern era. Factors influencing radioresistance include tumour-related factors (hypoxia, cancer stem cells, tumour kinetics, tumour microenvironment, metabolic alterations, tumour heterogeneity DNA damage repair, non-coding RNA, exosomes, methylomes, and autophagy), host-related factors (volume effect & dose-limiting non-cancerous tissue, pathophysiology, and exosomes), technical factors, and probabilistic factors (cell cycle and random gravity of DNA damage). Influences on radioresistance are introduced and discussed in the context of brain metastases.
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Affiliation(s)
- Andrew Youssef
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Arjun Sahgal
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Hospital, Toronto, ON, Canada
| | - Sunit Das
- Division of Neurosurgery, St. Michael’s Hospital, University of Toronto, Toronto, ON, Canada
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Levallet J, Biojout T, Bazille C, Douyère M, Dubois F, Ferreira DL, Taylor J, Teulier S, Toutain J, Elie N, Bernaudin M, Valable S, Bergot E, Levallet G. Hypoxia-induced activation of NDR2 underlies brain metastases from Non-Small Cell Lung Cancer. Cell Death Dis 2023; 14:823. [PMID: 38092743 PMCID: PMC10719310 DOI: 10.1038/s41419-023-06345-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 11/12/2023] [Accepted: 11/27/2023] [Indexed: 12/17/2023]
Abstract
The molecular mechanisms induced by hypoxia are misunderstood in non-small cell lung cancer (NSCLC), and above all the hypoxia and RASSF1A/Hippo signaling relationship. We confirmed that human NSCLC (n = 45) as their brain metastases (BM) counterpart are hypoxic since positive with CAIX-antibody (target gene of Hypoxia-inducible factor (HIF)). A severe and prolonged hypoxia (0.2% O2, 48 h) activated YAP (but not TAZ) in Human Bronchial Epithelial Cells (HBEC) lines by downregulating RASSF1A/kinases Hippo (except for NDR2) regardless their promoter methylation status. Subsequently, the NDR2-overactived HBEC cells exacerbated a HIF-1A, YAP and C-Jun-dependent-amoeboid migration, and mainly, support BM formation. Indeed, NDR2 is more expressed in human tumor of metastatic NSCLC than in human localized NSCLC while NDR2 silencing in HBEC lines (by shRNA) prevented the xenograft formation and growth in a lung cancer-derived BM model in mice. Collectively, our results indicated that NDR2 kinase is over-active in NSCLC by hypoxia and supports BM formation. NDR2 expression is thus a useful biomarker to predict the metastases risk in patients with NSCLC, easily measurable routinely by immunohistochemistry on tumor specimens.
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Affiliation(s)
- Jérôme Levallet
- Université de Caen Normandie, CNRS, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
| | - Tiphaine Biojout
- Université de Caen Normandie, CNRS, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
| | - Céline Bazille
- Université de Caen Normandie, CNRS, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
- Department of Pathology, CHU de Caen, Caen, F-14000, France
| | - Manon Douyère
- Université de Caen Normandie, CNRS, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
| | - Fatéméh Dubois
- Université de Caen Normandie, CNRS, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
- Department of Pathology, CHU de Caen, Caen, F-14000, France
- Structure Fédérative D'oncogénétique cyto-MOléculaire du CHU de Caen (SF-MOCAE), CHU de Caen, Caen, F-14000, France
| | - Dimitri Leite Ferreira
- Université de Caen Normandie, CNRS, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
- Department of Pulmonology & Thoracic Oncology, CHU de Caen, Caen, F-14000, France
| | - Jasmine Taylor
- Université de Caen Normandie, CNRS, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
| | - Sylvain Teulier
- Université de Caen Normandie, CNRS, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
- Department of Pulmonology & Thoracic Oncology, CHU de Caen, Caen, F-14000, France
| | - Jérôme Toutain
- CNRS, Université de Caen Normandie, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
| | - Nicolas Elie
- Normandie Univ, UNICAEN, Federative Structure 4207 "Normandie Oncologie", Service Unit PLATON, Virtual'His platform, Caen, France; Normandie Univ, UNICAEN, Service Unit EMERODE, Centre de Microscopie Appliquée à la Biologie, CMABio³, Caen, France
| | - Myriam Bernaudin
- CNRS, Université de Caen Normandie, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
| | - Samuel Valable
- CNRS, Université de Caen Normandie, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
| | - Emmanuel Bergot
- Université de Caen Normandie, CNRS, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France
- Department of Pulmonology & Thoracic Oncology, CHU de Caen, Caen, F-14000, France
| | - Guénaëlle Levallet
- Université de Caen Normandie, CNRS, Normandie Université, ISTCT UMR6030, GIP CYCERON, Caen, F-14074, France.
- Department of Pathology, CHU de Caen, Caen, F-14000, France.
- Structure Fédérative D'oncogénétique cyto-MOléculaire du CHU de Caen (SF-MOCAE), CHU de Caen, Caen, F-14000, France.
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Fantin J, Toutain J, Pérès EA, Bernay B, Mehani SM, Helaine C, Bourgeois M, Brunaud C, Chazalviel L, Pontin J, Corroyer-Dulmont A, Valable S, Cherel M, Bernaudin M. Assessment of hypoxia and oxidative-related changes in a lung-derived brain metastasis model by [ 64Cu][Cu(ATSM)] PET and proteomic studies. EJNMMI Res 2023; 13:102. [PMID: 38006431 PMCID: PMC10676347 DOI: 10.1186/s13550-023-01052-8] [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: 07/10/2023] [Accepted: 11/19/2023] [Indexed: 11/27/2023] Open
Abstract
BACKGROUND Brain metastases (BM) are the most frequent malignant brain tumors. The aim of this study was to characterize the tumor microenvironment (TME) of BM and particularly hypoxia and redox state, known to play a role in tumor growth and treatment resistance with multimodal PET and MRI imaging, immunohistochemical and proteomic approaches in a human lung cancer (H2030-BrM3)-derived BM model in rats. RESULTS First, in vitro studies confirmed that H2030-BrM3 cells respond to hypoxia with increasing expression of HIF-1, HIF-2 and their target genes. Proteomic analyses revealed, among expression changes, proteins associated with metabolism, oxidative stress, metal response and hypoxia signaling in particular in cortical BM. [64Cu][Cu(ATSM)] PET revealed a significant uptake by cortical BM (p < 0.01), while no uptake is observed in striatal BM 23 days after tumor implantation. Pimonidazole, HIF-1α, HIF-2α, CA-IX as well as GFAP, CTR1 and DMT1 immunostainings are positive in both BM. CONCLUSION Overall, [64Cu][Cu(ATSM)] imaging and proteomic results showed the presence of hypoxia and protein expression changes linked to hypoxia and oxidative stress in BM, which are more pronounced in cortical BM compared to striatal BM. Moreover, it emphasized the interest of [64Cu][Cu(ATSM)] PET to characterize TME of BM and depict inter-metastasis heterogeneity that could be useful to guide treatments.
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Affiliation(s)
- Jade Fantin
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Jérôme Toutain
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Elodie A Pérès
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Benoit Bernay
- Université de Caen Normandie, Normandie Univ., US EMerode, Plateforme Proteogen, F-14000, Caen, France
| | - Sarina Maya Mehani
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Charly Helaine
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Mickael Bourgeois
- CRCI2NA, INSERM UMR1307, CNRS-ERL6075, Université d'Angers, Université de Nantes, F-44000, Nantes, France
- GIP ARRONAX, F-44800, Saint-Herblain, France
| | - Carole Brunaud
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Laurent Chazalviel
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Julien Pontin
- Université de Caen Normandie, Normandie Univ., US EMerode, Plateforme Proteogen, F-14000, Caen, France
| | - Aurélien Corroyer-Dulmont
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
- Medical Physics Department, CLCC François Baclesse, F-14000, Caen, France
| | - Samuel Valable
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Michel Cherel
- CRCI2NA, INSERM UMR1307, CNRS-ERL6075, Université d'Angers, Université de Nantes, F-44000, Nantes, France
- GIP ARRONAX, F-44800, Saint-Herblain, France
| | - Myriam Bernaudin
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France.
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Jeong S, Poudyal S, Klagges S, Kuhnt T, Papsdorf K, Hambsch P, Wach J, Güresir E, Nägler F, Rühle A, Nicolay NH, Seidel C. Diabetes Mellitus Is a Strong Independent Negative Prognostic Factor in Patients with Brain Metastases Treated with Radiotherapy. Cancers (Basel) 2023; 15:4845. [PMID: 37835539 PMCID: PMC10571851 DOI: 10.3390/cancers15194845] [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: 07/03/2023] [Revised: 09/07/2023] [Accepted: 09/29/2023] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND Brain metastases (BM) cause relevant morbidity and mortality in cancer patients. The presence of cerebrovascular diseases can alter the tumor microenvironment, cellular proliferation and treatment resistance. However, it is largely unknown if the presence of distinct cerebrovascular risk factors may alter the prognosis of patients with BM. METHODS Patients admitted for the radiotherapy of BM at a large tertiary cancer center were included. Patient and survival data, including cerebrovascular risk factors (diabetes mellitus (DM), smoking, arterial hypertension, peripheral arterial occlusive disease, hypercholesterolemia and smoking) were recorded. RESULTS 203 patients were included. Patients with DM (n = 39) had significantly shorter overall survival (OS) (HR 1.75 (1.20-2.56), p = 0.003, log-rank). Other vascular comorbidities were not associated with differences in OS. DM remained prognostically significant in the multivariate Cox regression including established prognostic factors (HR 1.92 (1.20-3.06), p = 0.006). Furthermore, subgroup analyses revealed a prognostic role of DM in patients with non-small cell lung cancer, both in univariate (HR 1.68 (0.97-2.93), p = 0.066) and multivariate analysis (HR 2.73 (1.33-5.63), p = 0.006), and a trend in melanoma patients. CONCLUSION DM is associated with reduced survival in patients with BM. Further research is necessary to better understand the molecular mechanisms and therapeutic implications of this important interaction.
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Affiliation(s)
- Seong Jeong
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Soniya Poudyal
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | | | - Thomas Kuhnt
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Kirsten Papsdorf
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Peter Hambsch
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Johannes Wach
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
- Department of Neurosurgery, University of Leipzig Medical Center, 04103 Leipzig, Germany
| | - Erdem Güresir
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
- Department of Neurosurgery, University of Leipzig Medical Center, 04103 Leipzig, Germany
| | - Franziska Nägler
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Alexander Rühle
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Nils H. Nicolay
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Clemens Seidel
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
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Mittal S, Mallia MB. Molecular imaging of tumor hypoxia: Evolution of nitroimidazole radiopharmaceuticals and insights for future development. Bioorg Chem 2023; 139:106687. [PMID: 37406518 DOI: 10.1016/j.bioorg.2023.106687] [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: 04/28/2023] [Accepted: 06/15/2023] [Indexed: 07/07/2023]
Abstract
Though growing evidence has been collected in support of the concept of dose escalation based on the molecular level images indicating hypoxic tumor sub-volumes that could be radio-resistant, validation of the concept is still a work in progress. Molecular imaging of tumor hypoxia using radiopharmaceuticals is expected to provide the required input to plan dose escalation through Image Guided Radiation Therapy (IGRT) to kill/control the radio-resistant hypoxic tumor cells. The success of the IGRT, therefore, is heavily dependent on the quality of images obtained using the radiopharmaceutical and the extent to which the image represents the true hypoxic status of the tumor in spite of the heterogeneous nature of tumor hypoxia. Available literature on radiopharmaceuticals for imaging hypoxia is highly skewed in favor of nitroimidazole as the pharmacophore given their ability to undergo oxygen dependent reduction in hypoxic cells. In this context, present review on nitroimidazole radiopharmaceuticals would be immensely helpful to the researchers to obtain a birds-eye view on what has been achieved so far and what can be tried differently to obtain a better hypoxia imaging agent. The review also covers various methods of radiolabeling that could be utilized for developing radiotracers for hypoxia targeting applications.
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Affiliation(s)
- Sweety Mittal
- Radiopharmaceuticals Division, Bhabha Atomic Research Center, Mumbai 400085, India.
| | - Madhava B Mallia
- Radiopharmaceuticals Division, Bhabha Atomic Research Center, Mumbai 400085, India; Homi Bhabha National Institute, Anushaktinagar, Mumbai 400094, India.
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Long L, Yi Z, Zeng Y, Liu Z. The progress of microenvironment-targeted therapies in brain metastases. Front Mol Biosci 2023; 10:1141994. [PMID: 37056723 PMCID: PMC10086249 DOI: 10.3389/fmolb.2023.1141994] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 03/17/2023] [Indexed: 03/30/2023] Open
Abstract
The incidence of brain metastases (BrM) has become a growing concern recently. It is a common and often fatal manifestation in the brain during the end-stage of many extracranial primary tumors. Increasing BrM diagnoses can be attributed to improvements in primary tumor treatments, which have extended patients’ lifetime, and allowed for earlier and more efficient detection of brain lesions. Currently, therapies for BrM encompass systemic chemotherapy, targeted therapy, and immunotherapy. Systemic chemotherapy regimens are controversial due to their associated side effects and limited efficacy. Targeted and immunotherapies have garnered significant attention in the medical field: they target specific molecular sites and modulate specific cellular components. However, multiple difficulties such as drug resistance and low permeability of the blood-brain barrier (BBB) remain significant challenges. Thus, there is an urgent need for novel therapies. Brain microenvironments consist of cellular components including immune cells, neurons, endothelial cells as well as molecular components like metal ions, nutrient molecules. Recent research indicates that malignant tumor cells can manipulate the brain microenvironment to change the anti-tumoral to a pro-tumoral microenvironment, both before, during, and after BrM. This review compares the characteristics of the brain microenvironment in BrM with those in other sites or primary tumors. Furthermore, it evaluates the preclinical and clinical studies of microenvironment-targeted therapies for BrM. These therapies, due to their diversity, are expected to overcome drug resistance or low permeability of the BBB with low side effects and high specificity. This will ultimately lead to improved outcomes for patients with secondary brain tumors.
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Affiliation(s)
- Lifu Long
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, HN, China
- XiangYa School of Medicine, Central South University, Changsha, HN, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, HN, China
| | - Zhenjie Yi
- XiangYa School of Medicine, Central South University, Changsha, HN, China
| | - Yu Zeng
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, HN, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, HN, China
- *Correspondence: Yu Zeng, ; Zhixiong Liu,
| | - Zhixiong Liu
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, HN, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, HN, China
- *Correspondence: Yu Zeng, ; Zhixiong Liu,
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Lyu Q, Namjoshi SV, McTyre E, Topaloglu U, Barcus R, Chan MD, Cramer CK, Debinski W, Gurcan MN, Lesser GJ, Lin HK, Munden RF, Pasche BC, Sai KK, Strowd RE, Tatter SB, Watabe K, Zhang W, Wang G, Whitlow CT. A transformer-based deep-learning approach for classifying brain metastases into primary organ sites using clinical whole-brain MRI images. PATTERNS 2022; 3:100613. [PMID: 36419451 PMCID: PMC9676537 DOI: 10.1016/j.patter.2022.100613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 07/08/2022] [Accepted: 09/28/2022] [Indexed: 11/05/2022]
Abstract
Treatment decisions for brain metastatic disease rely on knowledge of the primary organ site and are currently made with biopsy and histology. Here, we develop a deep-learning approach for accurate non-invasive digital histology with whole-brain magnetic resonance imaging (MRI) data. Contrast-enhanced T1-weighted and fast spoiled gradient echo brain MRI exams (n = 1,582) were preprocessed and input to the proposed deep-learning workflow for tumor segmentation, modality transfer, and primary site classification into one of five classes. Tenfold cross-validation generated an overall area under the receiver operating characteristic curve (AUC) of 0.878 (95% confidence interval [CI]: 0.873,0.883). These data establish that whole-brain imaging features are discriminative enough to allow accurate diagnosis of the primary organ site of malignancy. Our end-to-end deep radiomic approach has great potential for classifying metastatic tumor types from whole-brain MRI images. Further refinement may offer an invaluable clinical tool to expedite primary cancer site identification for precision treatment and improved outcomes.
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Affiliation(s)
- Qing Lyu
- Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA
| | - Sanjeev V. Namjoshi
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Emory McTyre
- Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Radiology Informatics & Image Processing Laboratory, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Umit Topaloglu
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Richard Barcus
- Radiology Informatics & Image Processing Laboratory, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Michael D. Chan
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Christina K. Cramer
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Waldemar Debinski
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Metin N. Gurcan
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Glenn J. Lesser
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Hui-Kuan Lin
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Reginald F. Munden
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Boris C. Pasche
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Kiran K.S. Sai
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Radiology Informatics & Image Processing Laboratory, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Roy E. Strowd
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Neurology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Stephen B. Tatter
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Neurosurgery, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Kounosuke Watabe
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Wei Zhang
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Ge Wang
- Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA
- Corresponding author
| | - Christopher T. Whitlow
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Brain Tumor Center of Excellence, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Radiology Informatics & Image Processing Laboratory, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Neurosurgery, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Neurology, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Corresponding author
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Manapov F, Eze C, Holzgreve A, Käsmann L, Nieto A, Taugner J, Unterrainer M. PET/CT for Target Delineation of Lung Cancer Before Radiation Therapy. Semin Nucl Med 2022; 52:673-680. [PMID: 35781392 DOI: 10.1053/j.semnuclmed.2022.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 05/11/2022] [Accepted: 05/12/2022] [Indexed: 11/11/2022]
Abstract
In clinical routine of patients suffering from lung cancer, radiotherapy/radiation oncology represents one of the therapeutic hallmarks in the multimodal treatment besides or in combination with other local treatments such as surgery, but also systemic treatments such as chemotherapy, tyrosine kinase, and immune check-point inhibitors. Conventional morphological imagings such as CT or MR are commonly used for staging, response assessment, but also for radiotherapy planning. However, advanced imaging techniques such as PET do continuously get increasing access to clinical routine overcoming limitations of standard imaging techniques by visualizing and quantifying molecular processes such as glucose metabolism, which is also of relevance for radiotherapy planning. This review article summarizes the current place of radiotherapy within the treatment regimens of patients with lung cancer and elucidates current concepts of standard morphological imaging for staging and radiotherapy planning. Moreover, the place of PET-based radiotherapy planning in a clinical context is presented and current methodological/technical advances that do comprise a potential role for radiotherapy planning in lung cancer patients are discussed.
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Affiliation(s)
- Farkhad Manapov
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany
| | - Chukwuka Eze
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany
| | - Adrien Holzgreve
- Department of Nuclear Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Lukas Käsmann
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany
| | - Alexander Nieto
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany
| | - Julian Taugner
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany
| | - Marcus Unterrainer
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
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9
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Galldiks N, Langen KJ, Albert NL, Law I, Kim MM, Villanueva-Meyer JE, Soffietti R, Wen PY, Weller M, Tonn JC. Investigational PET tracers in neuro-oncology-What's on the horizon? A report of the PET/RANO group. Neuro Oncol 2022; 24:1815-1826. [PMID: 35674736 DOI: 10.1093/neuonc/noac131] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Many studies in patients with brain tumors evaluating innovative PET tracers have been published in recent years, and the initial results are promising. Here, the Response Assessment in Neuro-Oncology (RANO) PET working group provides an overview of the literature on novel investigational PET tracers for brain tumor patients. Furthermore, newer indications of more established PET tracers for the evaluation of glucose metabolism, amino acid transport, hypoxia, cell proliferation, and others are also discussed. Based on the preliminary findings, these novel investigational PET tracers should be further evaluated considering their promising potential. In particular, novel PET probes for imaging of translocator protein and somatostatin receptor overexpression as well as for immune system reactions appear to be of additional clinical value for tumor delineation and therapy monitoring. Progress in developing these radiotracers may contribute to improving brain tumor diagnostics and advancing clinical translational research.
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Affiliation(s)
- Norbert Galldiks
- Department of Neurology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Kerpener St. 62, 50937 Cologne, Germany.,Institute of Neuroscience and Medicine (INM-3, -4), Research Center Juelich, Juelich, Germany.,Center of Integrated Oncology (CIO), Universities of Aachen, Bonn, Cologne, and Düsseldorf, Germany
| | - Karl-Josef Langen
- Institute of Neuroscience and Medicine (INM-3, -4), Research Center Juelich, Juelich, Germany.,Center of Integrated Oncology (CIO), Universities of Aachen, Bonn, Cologne, and Düsseldorf, Germany.,Department of Nuclear Medicine, University Hospital RWTH Aachen, Aachen, Germany
| | - Nathalie L Albert
- Department of Nuclear Medicine, Ludwig Maximilians-University of Munich, Munich, Germany.,German Cancer Consortium (DKTK), Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ian Law
- Department of Clinical Physiology, Nuclear Medicine and PET, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Michelle M Kim
- Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan, USA
| | - Javier E Villanueva-Meyer
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California, USA
| | - Riccardo Soffietti
- Department of Neuro-Oncology, University and City of Health and Science Hospital, Turin, Italy
| | - Patrick Y Wen
- Center for Neuro-Oncology, Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts, USA
| | - Michael Weller
- Department of Neurology, Clinical Neuroscience Center University Hospital and University of Zurich, Zurich, Switzerland
| | - Joerg C Tonn
- Department of Neurosurgery, University Hospital of Munich (LMU), Munich, Germany.,German Cancer Consortium (DKTK), Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany
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10
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Brown KH, Ghita M, Dubois LJ, de Ruysscher D, Prise KM, Verhaegen F, Butterworth KT. A scoping review of small animal image-guided radiotherapy research: Advances, impact and future opportunities in translational radiobiology. Clin Transl Radiat Oncol 2022; 34:112-119. [PMID: 35496817 PMCID: PMC9046563 DOI: 10.1016/j.ctro.2022.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 04/04/2022] [Indexed: 11/18/2022] Open
Abstract
Background and purpose To provide a scoping review of published studies using small animal irradiators and highlight the progress in preclinical radiotherapy (RT) studies enabled by these platforms since their development and commercialization in 2007. Materials and methods PubMed searches and manufacturer records were used to identify 907 studies that were screened with 359 small animal RT studies included in the analyses. These articles were classified as biology or physics contributions and into subgroups based on research aims, experimental models and other parameters to identify trends in the preclinical RT research landscape. Results From 2007 to 2021, most published articles were biology contributions (62%) whilst physics contributions accounted for 38% of the publications. The main research areas of physics articles were in dosimetry and calibration (24%), treatment planning and simulation (22%), and imaging (22%) and the studies predominantly used phantoms (41%) or in vivo models (34%). The majority of biology contributions were tumor studies (69%) with brain being the most commonly investigated site. The most frequently investigated areas of tumor biology were evaluating radiosensitizers (33%), model development (30%) and imaging (21%) with cell-line derived xenografts the most common model (82%). 31% of studies focused on normal tissue radiobiology and the lung was the most investigated site. Conclusions This study captures the trends in preclinical RT research using small animal irradiators from 2007 to 2021. Our data show the increased uptake and outputs from preclinical RT studies in important areas of biology and physics research that could inform translation to clinical trials.
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Affiliation(s)
- Kathryn H. Brown
- Patrick G. Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, United Kingdom
| | - Mihaela Ghita
- Patrick G. Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, United Kingdom
| | - Ludwig J. Dubois
- The M-Lab, Department of Precision Medicine, GROW – School for Oncology, Maastricht University, Maastricht, The Netherlands
| | - Dirk de Ruysscher
- Department of Radiation Oncology (MAASTRO), GROW – School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Kevin M. Prise
- Patrick G. Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, United Kingdom
| | - Frank Verhaegen
- Department of Radiation Oncology (MAASTRO), GROW – School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Karl T. Butterworth
- Patrick G. Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, United Kingdom
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11
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Detection of clinically silent brain lesions in [18F]FDG PET/CT study in oncological patients: analysis of over 10,000 studies. Sci Rep 2021; 11:18293. [PMID: 34521979 PMCID: PMC8440628 DOI: 10.1038/s41598-021-98004-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 08/30/2021] [Indexed: 11/08/2022] Open
Abstract
The study aimed to show that including the brain region into the standard 2-deoxy-2-[18F]fluoro-D-glucose positron emission tomography/computed tomography ([18F]FDG PET/CT) study protocol may result in detecting clinically silent brain tumours. We retrospectively analyzed the group of 10,378 from the total of 12,011 consecutive patients who underwent the torso and brain [18F]FDG PET/CT scanning, considering an ability of the method to evaluate undetected before brain tumours in patients diagnosed and treated in our institution. While collecting the database, we followed the inclusion criteria: at least 1-year of follow-up, a full medical history collected in our institution, histopathologic examination or other studies available to confirm the type of observed lesion, and the most importantly-no brain lesions reported in the patients' medical data. In this study, performing the torso and brain [18F]FDG PET/CT imaging helped to detect clinically silent primary and metastatic brain tumours in 129 patients, and the benign lesions in 24 studied cases, in whom no suspicious brain findings were reported prior to the examination. In conclusion, including the brain region into the standard [18F]FDG PET/CT protocol can be considered helpful in detecting clinically silent malignant and benign brain tumours.
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12
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Corroyer-Dulmont A, Jaudet C, Frelin AM, Fantin J, Weyts K, Vallis KA, Falzone N, Sibson NR, Chérel M, Kraeber-Bodéré F, Batalla A, Bardet S, Bernaudin M, Valable S. Radioimmunotherapy for Brain Metastases: The Potential for Inflammation as a Target of Choice. Front Oncol 2021; 11:714514. [PMID: 34504791 PMCID: PMC8423367 DOI: 10.3389/fonc.2021.714514] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 08/03/2021] [Indexed: 11/18/2022] Open
Abstract
Brain metastases (BM) are frequently detected during the follow-up of patients with malignant tumors, particularly in those with advanced disease. Despite a major progress in systemic anti-cancer treatments, the average overall survival of these patients remains limited (6 months from diagnosis). Also, cognitive decline is regularly reported especially in patients treated with whole brain external beam radiotherapy (WBRT), due to the absorbed radiation dose in healthy brain tissue. New targeted therapies, for an earlier and/or more specific treatment of the tumor and its microenvironment, are needed. Radioimmunotherapy (RIT), a combination of a radionuclide to a specific antibody, appears to be a promising tool. Inflammation, which is involved in multiple steps, including the early phase, of BM development is attractive as a relevant target for RIT. This review will focus on the (1) early biomarkers of inflammation in BM pertinent for RIT, (2) state of the art studies on RIT for BM, and (3) the importance of dosimetry to RIT in BM. These two last points will be addressed in comparison to the conventional EBRT treatment, particularly with respect to the balance between tumor control and healthy tissue complications. Finally, because new diagnostic imaging techniques show a potential for the detection of BM at an early stage of the disease, we focus particularly on this therapeutic window.
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Affiliation(s)
- Aurélien Corroyer-Dulmont
- Medical Physics Department, CLCC François Baclesse, Caen, France
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, Caen, France
| | - Cyril Jaudet
- Medical Physics Department, CLCC François Baclesse, Caen, France
| | - Anne-Marie Frelin
- Grand accélérateur National d’Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Caen, France
| | - Jade Fantin
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, Caen, France
| | - Kathleen Weyts
- Nuclear Medicine Department, CLCC François Baclesse, Caen, France
| | - Katherine A. Vallis
- Medical Research Council, Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | | | - Nicola R. Sibson
- Medical Research Council, Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Michel Chérel
- Team 13-Nuclear Oncology, CRCINA, INSERM, CNRS, Nantes University, Nantes, France
| | - Françoise Kraeber-Bodéré
- Team 13-Nuclear Oncology, CRCINA, INSERM, CNRS, Nantes University, Nantes, France
- Nuclear Medicine Department, University Hospital, Nantes, France
| | - Alain Batalla
- Medical Physics Department, CLCC François Baclesse, Caen, France
| | - Stéphane Bardet
- Nuclear Medicine Department, CLCC François Baclesse, Caen, France
| | - Myriam Bernaudin
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, Caen, France
| | - Samuel Valable
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, Caen, France
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