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Machover D, Almohamad W, Castagné V, Desterke C, Gomez L, Goldschmidt E. Treatment of patients with carcinomas in advanced stages with 5-fluorouracil, folinic acid and pyridoxine in tandem. Sci Rep 2024; 14:12054. [PMID: 38802419 PMCID: PMC11130240 DOI: 10.1038/s41598-024-62860-z] [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: 12/18/2023] [Accepted: 05/22/2024] [Indexed: 05/29/2024] Open
Abstract
The effect of high-dose pyridoxine (PN) on activity of 5-fluorouracil (FUra) and folinic acid (FA)-containing regimens was studied in 50 patients including 14 with digestive tract, and 36 with breast carcinomas (BC) in advanced stages with poor prognostic characteristics. Patients with colorectal, and pancreas adenocarcinoma received oxaliplatin, irinotecan, FUra, FA (Folfirinox), and patients with squamous cell carcinoma of the esophagus had paclitaxel, carboplatin, FUra, FA (TCbF). Patients with BC received AVCF (doxorubicin, vinorelbine, cyclophosphamide, FUra, FA) followed by TCbF or TCbF only, and patients who overexpressed HER2 received TCbF plus trastuzumab and pertuzumab. PN (1000-3000 mg/day iv) preceded each administration of FUra and FA. 47 patients (94%) responded, including 16 (32%) with CR. Median tumor reduction was 93%. Median event-free survival (EFS) was 37.7 months. The 25 patients with tumor shrinkage ≥ 91% had EFS of 52% from 42 months onwards. Unexpected toxicity did not occur. PN enhances potency of chemotherapy regimens comprising FUra and FA.
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Affiliation(s)
- David Machover
- INSERM U935-UA09, University Paris-Saclay, Paul-Brousse Hospital, 12, Avenue Paul-Vaillant-Couturier, 94800, Villejuif, France.
| | - Wathek Almohamad
- Department of Medical Oncology, University Paris-Saclay, Paul-Brousse Hospital, Assistance Publique-Hôpitaux de Paris (APHP), 94800, Villejuif, France
| | - Vincent Castagné
- Department of Pharmacy, University Paris-Saclay, Paul-Brousse Hospital, APHP, 94800, Villejuif, France
| | - Christophe Desterke
- INSERM U935-UA09, University Paris-Saclay, Paul-Brousse Hospital, 12, Avenue Paul-Vaillant-Couturier, 94800, Villejuif, France
| | - Léa Gomez
- Department of Biophysics and Nuclear Medicine, University Paris-Saclay, Kremlin-Bicêtre Hospital, APHP, 94270, Le Kremlin-Bicêtre, France
| | - Emma Goldschmidt
- Department of Medical Oncology, University Paris-Saclay, Paul-Brousse Hospital, Assistance Publique-Hôpitaux de Paris (APHP), 94800, Villejuif, France
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Timmers HJLM, Taïeb D, Pacak K, Lenders JWM. Imaging of Pheochromocytomas and Paragangliomas. Endocr Rev 2024; 45:414-434. [PMID: 38206185 PMCID: PMC11074798 DOI: 10.1210/endrev/bnae001] [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: 03/30/2023] [Revised: 12/11/2023] [Accepted: 01/10/2024] [Indexed: 01/12/2024]
Abstract
Pheochromocytomas/paragangliomas are unique in their highly variable molecular landscape driven by genetic alterations, either germline or somatic. These mutations translate into different clusters with distinct tumor locations, biochemical/metabolomic features, tumor cell characteristics (eg, receptors, transporters), and disease course. Such tumor heterogeneity calls for different imaging strategies in order to provide proper diagnosis and follow-up. This also warrants selection of the most appropriate and locally available imaging modalities tailored to an individual patient based on consideration of many relevant factors including age, (anticipated) tumor location(s), size, and multifocality, underlying genotype, biochemical phenotype, chance of metastases, as well as the patient's personal preference and treatment goals. Anatomical imaging using computed tomography and magnetic resonance imaging and functional imaging using positron emission tomography and single photon emission computed tomography are currently a cornerstone in the evaluation of patients with pheochromocytomas/paragangliomas. In modern nuclear medicine practice, a multitude of radionuclides with relevance to diagnostic work-up and treatment planning (theranostics) is available, including radiolabeled metaiodobenzylguanidine, fluorodeoxyglucose, fluorodihydroxyphenylalanine, and somatostatin analogues. This review amalgamates up-to-date imaging guidelines, expert opinions, and recent discoveries. Based on the rich toolbox for anatomical and functional imaging that is currently available, we aim to define a customized approach in patients with (suspected) pheochromocytomas/paragangliomas from a practical clinical perspective. We provide imaging algorithms for different starting points for initial diagnostic work-up and course of the disease, including adrenal incidentaloma, established biochemical diagnosis, postsurgical follow-up, tumor screening in pathogenic variant carriers, staging and restaging of metastatic disease, theranostics, and response monitoring.
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Affiliation(s)
- Henri J L M Timmers
- Department of Internal Medicine, Radboud University Medical Centre, 6525 GA Nijmegen, The Netherlands
| | - David Taïeb
- Department of Nuclear Medicine, La Timone University Hospital, Aix-Marseille University, Marseille, France and European Center for Research in Medical Imaging, Aix-Marseille University, 13005 Marseille, France
| | - Karel Pacak
- Section on Medical Neuroendocrinology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892-1583, USA
| | - Jacques W M Lenders
- Department of Internal Medicine, Radboud University Medical Centre, 6525 GA Nijmegen, The Netherlands
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Muzi M, Peterson LM, Specht JM, Hippe DS, Novakova-Jiresova A, Lee JH, Kurland BF, Mankoff DA, Obuchowski N, Linden HM, Kinahan PE. Repeatability of 18F-FDG uptake in metastatic bone lesions of breast cancer patients and implications for accrual to clinical trials. EJNMMI Res 2024; 14:32. [PMID: 38536511 PMCID: PMC10973316 DOI: 10.1186/s13550-024-01093-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 03/06/2024] [Indexed: 04/01/2024] Open
Abstract
BACKGROUND Standard measures of response such as Response Evaluation Criteria in Solid Tumors are ineffective for bone lesions, often making breast cancer patients that have bone-dominant metastases ineligible for clinical trials with potentially helpful therapies. In this study we prospectively evaluated the test-retest uptake variability of 2-deoxy-2-[18F]fluoro-D-glucose (18F-FDG) in a cohort of breast cancer patients with bone-dominant metastases to determine response criteria. The thresholds for 95% specificity of change versus no-change were then applied to a second cohort of breast cancer patients with bone-dominant metastases. METHODS For this study, nine patients with 38 bone lesions were imaged with 18F-FDG in the same calibrated scanner twice within 14 days. Tumor uptake was quantified by the most commonly used PET parameter, the maximum tumor voxel normalized by dose and body weight (SUVmax) and also by the mean of a 1-cc maximal uptake volume normalized by dose and lean-body-mass (SULpeak). The asymmetric repeatability coefficients with confidence intervals for SUVmax and SULpeak were used to determine the limits of 18F-FDG uptake variability. A second cohort of 28 breast cancer patients with bone-dominant metastases that had 146 metastatic bone lesions was imaged with 18F-FDG before and after standard-of-care therapy for response assessment. RESULTS The mean relative difference of SUVmax and SULpeak in 38 bone tumors of the first cohort were 4.3% and 6.7%. The upper and lower asymmetric limits of the repeatability coefficient were 19.4% and - 16.3% for SUVmax, and 21.2% and - 17.5% for SULpeak. 18F-FDG repeatability coefficient confidence intervals resulted in the following patient stratification using SULpeak for the second patient cohort: 11-progressive disease, 5-stable disease, 7-partial response, and 1-complete response with three inevaluable patients. The asymmetric repeatability coefficients response criteria for SULpeak changed the status of 3 patients compared to the standard Positron Emission Tomography Response Criteria in Solid Tumors of ± 30% SULpeak. CONCLUSION In evaluating bone tumor response for breast cancer patients with bone-dominant metastases using 18F-FDG SUVmax, the repeatability coefficients from test-retest studies show that reductions of more than 17% and increases of more than 20% are unlikely to be due to measurement variability. Serial 18F-FDG imaging in clinical trials investigating bone lesions in these patients, such as the ECOG-ACRIN EA1183 trial, benefit from confidence limits that allow interpretation of response.
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Affiliation(s)
- Mark Muzi
- Department of Radiology, University of Washington Medical Center, 1959 NE Pacific Street, UW Box 356465, Seattle, Washington, 98195, USA.
| | - Lanell M Peterson
- Department of Radiology, University of Washington Medical Center, 1959 NE Pacific Street, UW Box 356465, Seattle, Washington, 98195, USA
| | - Jennifer M Specht
- Department of Radiology, University of Washington Medical Center, 1959 NE Pacific Street, UW Box 356465, Seattle, Washington, 98195, USA
| | - Daniel S Hippe
- Department of Radiology, University of Washington Medical Center, 1959 NE Pacific Street, UW Box 356465, Seattle, Washington, 98195, USA
| | | | - Jean H Lee
- Department of Radiology, University of Washington Medical Center, 1959 NE Pacific Street, UW Box 356465, Seattle, Washington, 98195, USA
| | - Brenda F Kurland
- Department of Radiology, University of Washington Medical Center, 1959 NE Pacific Street, UW Box 356465, Seattle, Washington, 98195, USA
| | | | | | - Hannah M Linden
- Department of Radiology, University of Washington Medical Center, 1959 NE Pacific Street, UW Box 356465, Seattle, Washington, 98195, USA
| | - Paul E Kinahan
- Department of Radiology, University of Washington Medical Center, 1959 NE Pacific Street, UW Box 356465, Seattle, Washington, 98195, USA
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An R, Ma X, Wang Y. The value of 18F-FDG PET/CT in Langerhans cell histiocytosis. Ann Nucl Med 2024; 38:238-245. [PMID: 38217750 DOI: 10.1007/s12149-023-01892-3] [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: 09/05/2023] [Accepted: 12/03/2023] [Indexed: 01/15/2024]
Abstract
OBJECTIVE To investigate the value of 18F-FDG PET/CT in diagnosis and disease evaluation of Langerhans cell histiocytosis (LCH). METHODS A retrospective analysis of 31 patients with LCH confirmed by histopathology was performed. A systematic analysis of the PET/CT imaging manifestations of LCH was performed, recording patients who were treated and receiving PET/CT for efficacy evaluation. In addition, clinical and laboratory data of LCH patients were collected, and the correlation between these data and PET/CT metabolic parameters was initially investigated. RESULTS Of the 31 patients, thirty had at least 1 PET/CT positive lesions (96.7%), and one had only skin damage without abnormalities on PET/CT. Of 31 patients, fifteen (48.4%) had single system (SS) disease (9 cases with a single site and 6 cases with multiple sites) and 16 (51.6%) had multisystem (MS) disease (6 low risk and 10 high risk cases). The incidence of LCH lesions in the bone, lymphatic system, pituitary gland, liver, soft tissue, thyroid gland, thymus, and lungs was 20 cases (64.5%), 12 cases (38.7%), 3 cases (9.7%), 2 cases (6.5%), 2 cases (6.5%), 1 case (3.2%), 1 case (3.2%), and 8 cases (25.8%), respectively. A total of 21 PET/CT follow-up scanning were performed in 13 patients receiving chemotherapy, with 13 (61.9%) partial metabolic remission (PMR), 6 (28.6%) progressive metabolic disease (PMD), and 2 (9.5%) stable metabolic disease (SMD), according to PET Response Evaluation Criteria in Solid Tumors (PRECIST) 1.0. Erythrocyte sedimentation rate (ESR), C-reactive protein (CRP) and Lactic Dehydrogenase (LDH) were positively correlated with TTLG (total TLG) (R2 = 0.3256, 0.2409, 0.4205, P < 0.05). The Re-examine SUVmax is positively correlated with re-examine LDH (R2 = 0.7285, P < 0.05). CONCLUSIONS 18F-FDG PET/CT is an effective way to diagnose and evaluate LCH. PET metabolic parameters were associated with laboratory inflammatory markers, suggesting that 18F-FDG PET/CT may be helpful in evaluating disease activity of LCH.
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Affiliation(s)
- Rongchen An
- Department of Nuclear Medicine, The Second Xiangya Hospital, Central South University, 139# Renmin Middle Road Changsha, Changsha, 410011, Hunan, China
| | - Xiaowei Ma
- Department of Nuclear Medicine, The Second Xiangya Hospital, Central South University, 139# Renmin Middle Road Changsha, Changsha, 410011, Hunan, China
| | - Yunhua Wang
- Department of Nuclear Medicine, The Second Xiangya Hospital, Central South University, 139# Renmin Middle Road Changsha, Changsha, 410011, Hunan, China.
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Chisholm J, Mandeville H, Adams M, Minard-Collin V, Rogers T, Kelsey A, Shipley J, van Rijn RR, de Vries I, van Ewijk R, de Keizer B, Gatz SA, Casanova M, Hjalgrim LL, Firth C, Wheatley K, Kearns P, Liu W, Kirkham A, Rees H, Bisogno G, Wasti A, Wakeling S, Heenen D, Tweddle DA, Merks JHM, Jenney M. Frontline and Relapsed Rhabdomyosarcoma (FAR-RMS) Clinical Trial: A Report from the European Paediatric Soft Tissue Sarcoma Study Group (EpSSG). Cancers (Basel) 2024; 16:998. [PMID: 38473359 DOI: 10.3390/cancers16050998] [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: 01/29/2024] [Revised: 02/22/2024] [Accepted: 02/26/2024] [Indexed: 03/14/2024] Open
Abstract
The Frontline and Relapsed Rhabdomyosarcoma (FaR-RMS) clinical trial is an overarching, multinational study for children and adults with rhabdomyosarcoma (RMS). The trial, developed by the European Soft Tissue Sarcoma Study Group (EpSSG), incorporates multiple different research questions within a multistage design with a focus on (i) novel regimens for poor prognostic subgroups, (ii) optimal duration of maintenance chemotherapy, and (iii) optimal use of radiotherapy for local control and widespread metastatic disease. Additional sub-studies focusing on biological risk stratification, use of imaging modalities, including [18F]FDG PET-CT and diffusion-weighted MRI imaging (DWI) as prognostic markers, and impact of therapy on quality of life are described. This paper forms part of a Special Issue on rhabdomyosarcoma and outlines the study background, rationale for randomisations and sub-studies, design, and plans for utilisation and dissemination of results.
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Affiliation(s)
- Julia Chisholm
- Children and Young People's Unit, Royal Marsden Hospital and Institute of Cancer Research, Sutton SM2 5PT, UK
| | - Henry Mandeville
- Children and Young People's Unit, Royal Marsden Hospital and Institute of Cancer Research, Sutton SM2 5PT, UK
| | | | | | - Timothy Rogers
- Department of Paediatric Surgery, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol BS1 3NU, UK
| | - Anna Kelsey
- Department of Paediatric Histopathology, Royal Manchester Children's Hospital, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK
| | - Janet Shipley
- The Institute of Cancer Research, London SW7 3RP, UK
| | - Rick R van Rijn
- Department of Radiology and Nuclear Medicine, University of Amsterdam, Amsterdam UMC, 1081 HV Amsterdam, The Netherlands
| | - Isabelle de Vries
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
| | - Roelof van Ewijk
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
| | - Bart de Keizer
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
| | - Susanne A Gatz
- Birmingham Women's and Children's NHS Foundation Trust, Birmingham B15 2TG, UK
- Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | | | | | - Charlotte Firth
- Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Keith Wheatley
- Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Pamela Kearns
- Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Wenyu Liu
- Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Amanda Kirkham
- Cancer Research UK Clinical Trials Unit, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Helen Rees
- Department of Paediatric Oncology, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol BS1 3NU, UK
| | - Gianni Bisogno
- Department of Women and Children's Health, University of Padova, 35122 Padua, Italy
| | - Ajla Wasti
- The Institute of Cancer Research, London SW7 3RP, UK
| | | | | | - Deborah A Tweddle
- Vivo Biobank, Translational & Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Johannes H M Merks
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
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Ahrari S, Zaragori T, Zinsz A, Oster J, Imbert L, Verger A. Application of PET imaging delta radiomics for predicting progression-free survival in rare high-grade glioma. Sci Rep 2024; 14:3256. [PMID: 38332004 PMCID: PMC10853227 DOI: 10.1038/s41598-024-53693-x] [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: 08/16/2023] [Accepted: 02/03/2024] [Indexed: 02/10/2024] Open
Abstract
This study assesses the feasibility of using a sample-efficient model to investigate radiomics changes over time for predicting progression-free survival in rare diseases. Eighteen high-grade glioma patients underwent two L-3,4-dihydroxy-6-[18F]-fluoro-phenylalanine positron emission tomography (PET) dynamic scans: the first during treatment and the second at temozolomide chemotherapy discontinuation. Radiomics features from static/dynamic parametric images, alongside conventional features, were extracted. After excluding highly correlated features, 16 different models were trained by combining various feature selection methods and time-to-event survival algorithms. Performance was assessed using cross-validation. To evaluate model robustness, an additional dataset including 35 patients with a single PET scan at therapy discontinuation was used. Model performance was compared with a strategy extracting informative features from the set of 35 patients and applying them to the 18 patients with 2 PET scans. Delta-absolute radiomics achieved the highest performance when the pipeline was directly applied to the 18-patient subset (support vector machine (SVM) and recursive feature elimination (RFE): C-index = 0.783 [0.744-0.818]). This result remained consistent when transferring informative features from 35 patients (SVM + RFE: C-index = 0.751 [0.716-0.784], p = 0.06). In addition, it significantly outperformed delta-absolute conventional (C-index = 0.584 [0.548-0.620], p < 0.001) and single-time-point radiomics features (C-index = 0.546 [0.512-0.580], p < 0.001), highlighting the considerable potential of delta radiomics in rare cancer cohorts.
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Affiliation(s)
- Shamimeh Ahrari
- Imagerie Adaptative Diagnostique et Interventionnelle, Institut National de la Santé et de la Recherche Médicale U1254, Université de Lorraine, 54000, Nancy, France
- Nancyclotep Imaging Platform, Université de Lorraine, 54000, Nancy, France
| | - Timothée Zaragori
- Imagerie Adaptative Diagnostique et Interventionnelle, Institut National de la Santé et de la Recherche Médicale U1254, Université de Lorraine, 54000, Nancy, France
- Nancyclotep Imaging Platform, Université de Lorraine, 54000, Nancy, France
| | - Adeline Zinsz
- Department of Nuclear Medicine, Centre Hospitalier Régional Universitaire de Nancy, 54000, Nancy, France
| | - Julien Oster
- Imagerie Adaptative Diagnostique et Interventionnelle, Institut National de la Santé et de la Recherche Médicale U1254, Université de Lorraine, 54000, Nancy, France
| | - Laetitia Imbert
- Imagerie Adaptative Diagnostique et Interventionnelle, Institut National de la Santé et de la Recherche Médicale U1254, Université de Lorraine, 54000, Nancy, France
- Nancyclotep Imaging Platform, Université de Lorraine, 54000, Nancy, France
- Department of Nuclear Medicine, Centre Hospitalier Régional Universitaire de Nancy, 54000, Nancy, France
| | - Antoine Verger
- Imagerie Adaptative Diagnostique et Interventionnelle, Institut National de la Santé et de la Recherche Médicale U1254, Université de Lorraine, 54000, Nancy, France.
- Nancyclotep Imaging Platform, Université de Lorraine, 54000, Nancy, France.
- Department of Nuclear Medicine, Centre Hospitalier Régional Universitaire de Nancy, 54000, Nancy, France.
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van der Hiel B, Aalbersberg EA, van den Eertwegh AJM, de Wit-van der Veen LJ, Stokkel MPM, Lopez-Yurda M, Boellaard R, Kapiteijn EW, Hospers GAP, Aarts MJB, de Vos FYFL, Boers-Sonderen MJ, van der Veldt AAM, de Groot JWB, Haanen JBAG. The Predictive Value of FDG PET/CT for Determining Progression-Free Survival in Advanced Stage III-IV BRAF -Mutated Melanoma Patients Treated With Targeted Therapy-What Can Be Learned From Progression? Clin Nucl Med 2024; 49:138-145. [PMID: 38113329 DOI: 10.1097/rlu.0000000000004988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2023]
Abstract
PURPOSE The aims of this study were to investigate whether (early) PERCIST response monitoring with 18 F-FDG PET/CT is predictive for progression-free survival (PFS) in unresectable stage III or IV melanoma patients treated with BRAF/MEK inhibitor (MEKi) and to define dissemination patterns at progression with a lesion-based evaluation in direct comparison to baseline to improve our understanding of 18 F-FDG PET/CT during BRAF/MEKi. PATIENTS AND METHODS This prospective multicenter single-arm study included 70 patients with unresectable stage III/IV BRAF -mutated melanoma who underwent contrast-enhanced CT and 18 F-FDG PET/CT at baseline and 2 and 7 weeks during treatment with vemurafenib plus cobimetinib and at progression if possible. Tumor response assessment was done with RECIST1.1 and PERCIST. Follow-up PET/CT scans were visually compared with baseline to assess dissemination patterns. RESULTS Using RECIST1.1, PFS was not significantly different between the response groups ( P = 0.26). At 2 weeks, PERCIST median PFS was 15.7 months for patients with complete metabolic response (CMR) versus 8.3 months for non-CMR ( P = 0.035). The hazards ratio (HR) for progression/death in non-CMR versus CMR was 1.99 (95% confidence interval [CI], 1.03-3.84; P = 0.040) and 1.77 (95% CI, 0.91-3.43; P = 0.0935) when adjusting for lactate dehydrogenase (LDH). At 7 weeks, median PFS for PERCIST CMR was 16.7 months versus 8.5 months for non-CMR ( P = 0.0003). The HR for progression/death in the non-CMR group was significantly increased (HR, 2.94; 95% CI, 1.60-5.40; P = 0.0005), even when adjusting for LDH (HR, 2.65; 95% CI, 1.43-4.91; P = 0.0020). At week 7, 18 F-FDG PET/CT was false-positive in all 4 (6%) patients with new FDG-avid lesions but CMR of known metastases. When 18 F-FDG PET/CT was performed at progressive disease, 18/22 (82%) patients had progression of known metastases with or without new 18 F-FDG-avid lesions. CONCLUSIONS This study shows that PERCIST response assessment at week 7 is predictive for PFS, regardless of LDH. At 2 weeks, patients with CMR have longer PFS than patients with non-CMR, but different PET parameters should be investigated to further evaluate the added value of early 18 F-FDG PET/CT. Disease progression on PET/CT is predominated by progression of known metastases, and new 18 F-FDG-avid lesions during BRAF/MEKi are not automatically a sign of recurrent disease.
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Affiliation(s)
- Bernies van der Hiel
- From the Department of Nuclear Medicine, Netherlands Cancer Institute-Antoni van Leeuwenhoek
| | - Else A Aalbersberg
- From the Department of Nuclear Medicine, Netherlands Cancer Institute-Antoni van Leeuwenhoek
| | | | | | - Marcel P M Stokkel
- From the Department of Nuclear Medicine, Netherlands Cancer Institute-Antoni van Leeuwenhoek
| | - Marta Lopez-Yurda
- Department of Biometrics, Netherlands Cancer Institute-Antoni van Leeuwenhoek
| | - Ronald Boellaard
- Department of Nuclear Medicine, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam
| | - Ellen W Kapiteijn
- Department of Medical Oncology, Leiden University Medical Center, Leiden
| | - Geke A P Hospers
- Department of Medical Oncology, University Medical Center Groningen, Groningen
| | - Maureen J B Aarts
- Department of Medical Oncology, GROW-School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht
| | - Filip Y F L de Vos
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht
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8
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Muley T, Schneider MA, Meister M, Thomas M, Heußel CP, Kriegsmann M, Holdenrieder S, Wehnl B, Rolny V, Mang A, Gerber R, Herth F. CYFRA 21-1, CA 125 and CEA provide additional prognostic value in NSCLC patients with stable disease at first CT scan. Tumour Biol 2024; 46:S163-S175. [PMID: 37840516 DOI: 10.3233/tub-220042] [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] [Indexed: 10/17/2023] Open
Abstract
BACKGROUND Serum tumor markers (STM) may complement imaging and provide additional clinical information for patients with non-small cell lung cancer (NSCLC). OBJECTIVE To determine whether STMs can predict outcomes in patients with stable disease (SD) after initial treatment. METHODS This single-center, prospective, observational trial enrolled 395 patients with stage III/IV treatment-naïve NSCLC; of which 263 patients were included in this analysis. Computed Tomography (CT) scans were performed and STMs measured before and after initial treatment (two cycles of chemotherapy and/or an immune checkpoint inhibitor or tyrosine kinase inhibitor); analyses were based on CT and STM measurements obtained at first CT performed after cycle 2 only PFS and OS were analyzed by Kaplan-Meier curves and Cox-proportional hazard models. RESULTS When patients with SD (n = 100) were split into high- and low-risk groups based on CYFRA 21-1, CEA and CA 125 measurements using an optimized cut-off, a 4-fold increase risk of progression or death was estimated for high- vs low-risk SD patients (PFS, HR 4.17; OS, 3.99; both p < 0.0001). Outcomes were similar between patients with high-risk SD or progressive disease (n = 35) (OS, HR 1.17) and between patients with low-risk SD or partial response (n = 128) (PFS, HR 0.98; OS, 1.14). CONCLUSIONS STMs can provide further guidance in patients with indeterminate CT responses by separating them into high- and low-risk groups for future PFS and OS events.
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Affiliation(s)
- Thomas Muley
- Translational Research Unit, Thoraxklinik, University Hospital, Heidelberg, Germany
- Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany
| | - Mark A Schneider
- Translational Research Unit, Thoraxklinik, University Hospital, Heidelberg, Germany
- Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany
| | - Michael Meister
- Translational Research Unit, Thoraxklinik, University Hospital, Heidelberg, Germany
- Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany
| | - Michael Thomas
- Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Oncology, Thoraxklinik, University Hospital, Heidelberg, Germany
| | - Claus Peter Heußel
- Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany
- Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik, University Hospital, Heidelberg, Germany
- Diagnostic and Interventional Radiology, University Hospital, Heidelberg, Germany
| | - Mark Kriegsmann
- Department of Pathology, Institute of Pathology, University Hospital, Heidelberg, Germany
| | - Stefan Holdenrieder
- Department of Laboratory Medicine, Deutsches Herzzentrum München, Munich, Germany
| | | | | | - Anika Mang
- Roche Diagnostics GmbH, Penzberg, Germany
| | | | - Felix Herth
- Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Pulmonology and Critical Care, Thoraxklinik, University Hospital, Heidelberg, Germany
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Kouzu K, Tsujimoto H, Tamura K, Einama T, Kishi Y, Ishida J, Ueno H. Impact of retention index on the neoadjuvant chemotherapy effect and the prognosis in oesophageal cancer. Jpn J Clin Oncol 2023; 53:1130-1137. [PMID: 37626445 DOI: 10.1093/jjco/hyad115] [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: 06/01/2023] [Accepted: 08/09/2023] [Indexed: 08/27/2023] Open
Abstract
OBJECTIVE The relationship between retention index calculated from dual-time point 18F-fluorodeoxyglucose positron emission tomography-computed tomography and oesophageal cancer prognosis remains unknown. This study aimed to determine usefulness of retention index as a predictor of long-term prognosis of oesophageal cancer and neoadjuvant chemotherapy efficacy. METHODS A total of 151 patients with oesophageal cancer who underwent esophagectomy were evaluated retrospectively in this study. We acquired positron emission tomography scans 60 and 120 min (SUVmax1 and SUVmax2, respectively) after the intravenous administration of 3.7 Mbq/kg 18F-fluorodeoxyglucose. The patients were divided into two groups: high-retention index (retention index ≥29%, 107 patients) and low-retention index (retention index <29%, 44 patients). Retention index was calculated as follows: retention index (%) = [(SUVmax2 - SUVmax1)/SUVmax1] × 100. RESULTS The overall survival and relapse-free survival rates in the high-retention index group were significantly lower than those in the low-retention index group (P < 0.001). Our multivariate analysis identified that the high-retention index group contained independent risk factors for overall survival (hazard ratio: 2.44, P = 0.009) and relapse-free survival (hazard ratio: 2.61, P = 0.002). The high-retention index group exhibited a lower partial response rate to neoadjuvant chemotherapy evaluated by computed tomography (P < 0.001) and a lower pathological therapeutic effect in the resected specimen (P = 0.019) than the low-retention index group. CONCLUSIONS The retention index was associated with neoadjuvant chemotherapy responses and long-term prognosis for oesophageal cancer.
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Affiliation(s)
- Keita Kouzu
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Hironori Tsujimoto
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama, Japan
| | | | - Takahiro Einama
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Yoji Kishi
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Jiro Ishida
- Eijinkai Seeds Clinic, Tokorozawa, Saitama, Japan
| | - Hideki Ueno
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama, Japan
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10
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Janssen Bonás M, Sundaresan J, Keijsers RGM, Struys EA, Peters BJM, Kahlmann V, Wijsenbeek MS, de Rotte MCFJ, Grutters JC, Veltkamp M. Methotrexate Polyglutamate Concentrations as a Possible Predictive Marker for Effectiveness of Methotrexate Therapy in Patients with Sarcoidosis: A Pilot Study. Lung 2023; 201:617-624. [PMID: 37973683 DOI: 10.1007/s00408-023-00656-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 11/05/2023] [Indexed: 11/19/2023]
Abstract
INTRODUCTION Methotrexate (MTX), a folate antagonist, is often used as second-line treatment in patients with sarcoidosis. Effectiveness of MTX has large inter-patient variability and at present therapeutic drug monitoring (TDM) of MTX is not possible. Upon administration, MTX is actively transported into cells and metabolized to its active forms by adding glutamate residues forming MTXPG(n=1-5) resulting in enhanced cellular retention. In this study we address the question whether different MTXPG(n) concentrations in red blood cells (RBC) of patients with sarcoidosis after 3 months of MTX therapy correlate with response to treatment. METHODS We retrospectively included patients with sarcoidosis that had started on MTX therapy and from whom blood samples and FDG-PET/CT were available 3 and 6-12 months after MTX initiation, respectively. FDG-uptake was measured by SUVmax in the heart, lungs and thoracic lymph nodes. Changes in SUVmax was used to determine anti-inflammatory response after 6-12 months of MTX therapy. MTXPG(n) concentrations were measured from whole blood RBC using an LC-MS/MS method. Pearson correlation coefficients were calculated to evaluate the relationship between changes in the SUVmax and MTXPG(n) concentrations. RESULTS We included 42 sarcoidosis patients treated with MTX (15 mg/week); 31 with cardiac sarcoidosis and 11 with pulmonary sarcoidosis. In MTXPG3 and MTXPG4 a significant negative relation between the absolute changes in SUVmax and MTXPG(n) was found r = - 0.312 (n = 42, p = 0.047) for MTXPG3 and r = - 0.336 (n = 42, p = 0.031 for MTXPG4). The other MTXPG(n) did not correlate to changes in SUVmax. CONCLUSION These results suggest a relation between MTXPG(n) concentrations and the anti-inflammatory effect in patients with sarcoidosis. Further prospective validation is warranted, but if measuring MTXPG concentrations could predict treatment effect of MTX this would be a step in the direction of personalized medicine.
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Affiliation(s)
- Montse Janssen Bonás
- Department of Pulmonology, ILD Center of Excellence, St. Antonius Hospital, Nieuwegein, The Netherlands
| | - Janani Sundaresan
- Department of Clinical Chemistry, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Ruth G M Keijsers
- Department of Nuclear Medicine, St. Antonius Hospital, Nieuwegein, Utrecht, The Netherlands
| | - Eduard A Struys
- Department of Clinical Chemistry, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Bas J M Peters
- Department of Clinical Pharmacy, St. Antonius Hospital, Nieuwegein, Utrecht, The Netherlands
| | - Vivienne Kahlmann
- Center of Excellence for ILD and Sarcoidosis, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Marlies S Wijsenbeek
- Center of Excellence for ILD and Sarcoidosis, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Maurits C F J de Rotte
- Department of Clinical Chemistry, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Jan C Grutters
- Department of Pulmonology, ILD Center of Excellence, St. Antonius Hospital, Nieuwegein, The Netherlands
- Division of Heart & Lungs, Utrecht University Medical Center, Utrecht, The Netherlands
| | - Marcel Veltkamp
- Department of Pulmonology, ILD Center of Excellence, St. Antonius Hospital, Nieuwegein, The Netherlands.
- Division of Heart & Lungs, Utrecht University Medical Center, Utrecht, The Netherlands.
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11
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Gram-Nielsen R, Christensen IY, Naghavi-Behzad M, Dahlsgaard-Wallenius SE, Jakobsen NM, Gerke O, Jensen JD, Ewertz M, Hildebrandt MG, Vogsen M. The Pattern of Metastatic Breast Cancer: A Prospective Head-to-Head Comparison of [ 18F]FDG-PET/CT and CE-CT. J Imaging 2023; 9:222. [PMID: 37888329 PMCID: PMC10607582 DOI: 10.3390/jimaging9100222] [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: 08/22/2023] [Revised: 09/28/2023] [Accepted: 10/10/2023] [Indexed: 10/28/2023] Open
Abstract
The study aimed to compare the metastatic pattern of breast cancer and the intermodality proportion of agreement between [18F]FDG-PET/CT and CE-CT. Women with metastatic breast cancer (MBC) were enrolled prospectively and underwent a combined [18F]FDG-PET/CT and CE-CT scan to diagnose MBC. Experienced nuclear medicine and radiology physicians evaluated the scans blinded to the opposite scan results. Descriptive statistics were applied, and the intermodality proportion of agreement was used to compare [18F]FDG-PET/CT and CE-CT. In total, 76 women with verified MBC were enrolled in the study. The reported number of site-specific metastases for [18F]FDG-PET/CT vs. CE-CT was 53 (69.7%) vs. 44 (57.9%) for bone lesions, 31 (40.8%) vs. 43 (56.6%) for lung lesions, and 16 (21.1%) vs. 23 (30.3%) for liver lesions, respectively. The proportion of agreement between imaging modalities was 76.3% (95% CI 65.2-85.3) for bone lesions; 82.9% (95% CI 72.5-90.6) for liver lesions; 57.9% (95% CI 46.0-69.1) for lung lesions; and 59.2% (95% CI 47.3-70.4) for lymph nodes. In conclusion, bone and distant lymph node metastases were reported more often by [18F]FDG-PET/CT than CE-CT, while liver and lung metastases were reported more often by CE-CT than [18F]FDG-PET/CT. Agreement between scans was highest for bone and liver lesions and lowest for lymph node metastases.
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Affiliation(s)
- Rosa Gram-Nielsen
- Department of Nuclear Medicine, Odense University Hospital, DK-5000 Odense, Denmark; (R.G.-N.); (M.N.-B.); (S.E.D.-W.); (N.M.J.); (M.G.H.)
- Department of Clinical Research, University of Southern Denmark, DK-5000 Odense, Denmark;
| | | | - Mohammad Naghavi-Behzad
- Department of Nuclear Medicine, Odense University Hospital, DK-5000 Odense, Denmark; (R.G.-N.); (M.N.-B.); (S.E.D.-W.); (N.M.J.); (M.G.H.)
- Department of Clinical Research, University of Southern Denmark, DK-5000 Odense, Denmark;
- Centre for Personalized Response Monitoring in Oncology (PREMIO), Odense University Hospital, DK-5000 Odense, Denmark
| | - Sara Elisabeth Dahlsgaard-Wallenius
- Department of Nuclear Medicine, Odense University Hospital, DK-5000 Odense, Denmark; (R.G.-N.); (M.N.-B.); (S.E.D.-W.); (N.M.J.); (M.G.H.)
- Department of Nuclear Medicine, University Hospital of Southern Denmark, DK-7100 Vejle, Denmark
| | - Nick Møldrup Jakobsen
- Department of Nuclear Medicine, Odense University Hospital, DK-5000 Odense, Denmark; (R.G.-N.); (M.N.-B.); (S.E.D.-W.); (N.M.J.); (M.G.H.)
| | - Oke Gerke
- Department of Nuclear Medicine, Odense University Hospital, DK-5000 Odense, Denmark; (R.G.-N.); (M.N.-B.); (S.E.D.-W.); (N.M.J.); (M.G.H.)
- Department of Clinical Research, University of Southern Denmark, DK-5000 Odense, Denmark;
| | | | - Marianne Ewertz
- Department of Clinical Research, University of Southern Denmark, DK-5000 Odense, Denmark;
| | - Malene Grubbe Hildebrandt
- Department of Nuclear Medicine, Odense University Hospital, DK-5000 Odense, Denmark; (R.G.-N.); (M.N.-B.); (S.E.D.-W.); (N.M.J.); (M.G.H.)
- Department of Clinical Research, University of Southern Denmark, DK-5000 Odense, Denmark;
- Department of Nuclear Medicine, University Hospital of Southern Denmark, DK-7100 Vejle, Denmark
- Centre for Innovative Medical Technology, Odense University Hospital, DK-5000 Odense, Denmark
| | - Marianne Vogsen
- Department of Nuclear Medicine, Odense University Hospital, DK-5000 Odense, Denmark; (R.G.-N.); (M.N.-B.); (S.E.D.-W.); (N.M.J.); (M.G.H.)
- Department of Clinical Research, University of Southern Denmark, DK-5000 Odense, Denmark;
- Centre for Personalized Response Monitoring in Oncology (PREMIO), Odense University Hospital, DK-5000 Odense, Denmark
- Department of Oncology, Odense University Hospital, DK-5000 Odense, Denmark;
- Odense Patient Data Explorative Network, Odense University Hospital, DK-5000 Odense, Denmark
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12
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Gabiache G, Zadro C, Rozenblum L, Vezzosi D, Mouly C, Thoulouzan M, Guimbaud R, Otal P, Dierickx L, Rousseau H, Trepanier C, Dercle L, Mokrane FZ. Image-Guided Precision Medicine in the Diagnosis and Treatment of Pheochromocytomas and Paragangliomas. Cancers (Basel) 2023; 15:4666. [PMID: 37760633 PMCID: PMC10526298 DOI: 10.3390/cancers15184666] [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: 06/15/2023] [Revised: 09/11/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023] Open
Abstract
In this comprehensive review, we aimed to discuss the current state-of-the-art medical imaging for pheochromocytomas and paragangliomas (PPGLs) diagnosis and treatment. Despite major medical improvements, PPGLs, as with other neuroendocrine tumors (NETs), leave clinicians facing several challenges; their inherent particularities and their diagnosis and treatment pose several challenges for clinicians due to their inherent complexity, and they require management by multidisciplinary teams. The conventional concepts of medical imaging are currently undergoing a paradigm shift, thanks to developments in radiomic and metabolic imaging. However, despite active research, clinical relevance of these new parameters remains unclear, and further multicentric studies are needed in order to validate and increase widespread use and integration in clinical routine. Use of AI in PPGLs may detect changes in tumor phenotype that precede classical medical imaging biomarkers, such as shape, texture, and size. Since PPGLs are rare, slow-growing, and heterogeneous, multicentric collaboration will be necessary to have enough data in order to develop new PPGL biomarkers. In this nonsystematic review, our aim is to present an exhaustive pedagogical tool based on real-world cases, dedicated to physicians dealing with PPGLs, augmented by perspectives of artificial intelligence and big data.
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Affiliation(s)
- Gildas Gabiache
- Department of Radiology, Rangueil University Hospital, 31400 Toulouse, France (F.-Z.M.)
| | - Charline Zadro
- Department of Radiology, Rangueil University Hospital, 31400 Toulouse, France (F.-Z.M.)
| | - Laura Rozenblum
- Department of Nuclear Medicine, Sorbonne Université, AP-HP, Hôpital La Pitié-Salpêtrière, 75013 Paris, France
| | - Delphine Vezzosi
- Department of Endocrinology, Rangueil University Hospital, 31400 Toulouse, France
| | - Céline Mouly
- Department of Endocrinology, Rangueil University Hospital, 31400 Toulouse, France
| | | | - Rosine Guimbaud
- Department of Oncology, Rangueil University Hospital, 31400 Toulouse, France
| | - Philippe Otal
- Department of Radiology, Rangueil University Hospital, 31400 Toulouse, France (F.-Z.M.)
| | - Lawrence Dierickx
- Department of Nuclear Medicine, IUCT-Oncopole, 31059 Toulouse, France;
| | - Hervé Rousseau
- Department of Radiology, Rangueil University Hospital, 31400 Toulouse, France (F.-Z.M.)
| | - Christopher Trepanier
- New York-Presbyterian Hospital/Department of Radiology, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Laurent Dercle
- New York-Presbyterian Hospital/Department of Radiology, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Fatima-Zohra Mokrane
- Department of Radiology, Rangueil University Hospital, 31400 Toulouse, France (F.-Z.M.)
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13
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Dzaye O, Cornelis FH, Kunin HS, Sofocleous CT. Advancements and Future Outlook of PET/CT-Guided Interventions. Tech Vasc Interv Radiol 2023; 26:100916. [PMID: 38071029 DOI: 10.1016/j.tvir.2023.100916] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Advancements in minimally invasive technology, coupled with imaging breakthroughs, have empowered the field of interventional radiology to achieve unparalleled precision in image-guided diagnosis and treatment while simultaneously reducing periprocedural morbidity. Molecular imaging, which provides valuable physiological and metabolic information alongside anatomical localization, can expand the capabilities of image-guided interventions. Among various molecular imaging techniques, positron emission tomography (PET) stands out for its superior spatial resolution and ability to acquire quantitative data. PET has emerged as a crucial tool for oncologic imaging and plays a pivotal role in both staging and the assessment of treatment responses. Typically used in combination with computed tomography (CT) (PET/CT) and occasionally with magnetic resonance imaging MRI (PET/MRI), PET as a hybrid imaging approach offers enhanced insights into disease progression and response. In recent years, PET has also found its way into image-guided interventions, especially within the rapidly expanding field of interventional oncology. This review aims to explore the current and evolving role of metabolic imaging, specifically PET, in interventional oncology. By delving into the unique advantages and applications of PET in guiding oncological interventions and assessing response, we seek to highlight the increasing significance of this modality in the realm of interventional radiology.
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Affiliation(s)
- Omar Dzaye
- Interventional Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging & Therapy Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Francois H Cornelis
- Interventional Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Henry S Kunin
- Interventional Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Constantinos T Sofocleous
- Interventional Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY.
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14
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Brose A, Michalski K, Ruf J, Tosch M, Eschmann SM, Schreckenberger M, König J, Nestle U, Miederer M. PET/CT reading for relapse in non-small cell lung cancer after chemoradiotherapy in the PET-Plan trial cohort. Cancer Imaging 2023; 23:45. [PMID: 37198668 DOI: 10.1186/s40644-023-00567-6] [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: 07/07/2022] [Accepted: 05/09/2023] [Indexed: 05/19/2023] Open
Abstract
BACKGROUND Current studies indicate that fluorine-18-fluorodeoxyglucose positron emission tomography/ computed tomography ([18F]FDG PET/CT) is the most accurate imaging modality for the detection of relapsed locally advanced non-small cell lung cancer (NSCLC) after curatively intended chemoradiotherapy. To this day, there is no objective and reproducible definition for the diagnosis of disease recurrence in PET/CT, the reading of which is relevantly influenced by post radiation inflammatory processes. The aim of this study was to evaluate and compare visual and threshold-based semi-automated evaluation criteria for the assessment of suspected tumor recurrence in a well-defined study population investigated during the randomized clinical PET-Plan trial. METHODS This retrospective analysis comprises 114 PET/CT data sets of 82 patients from the PET-Plan multi-center study cohort who underwent [18F]FDG PET/CT imaging at different timepoints for relapse, as suspected by CT. Scans were first analyzed visually by four blinded readers using a binary scoring system for each possible localization and the associated reader certainty of the evaluation. Visual evaluations were conducted repeatedly without and with additional knowledge of the initial staging PET and radiotherapy delineation volumes. In a second step, uptake was measured quantitatively using maximum standardized uptake value (SUVmax), peak standardized uptake value corrected for lean body mass (SULpeak), and a liver threshold-based quantitative assessment model. Resulting sensitivity and specificity for relapse detection were compared to the findings in the visual assessment. The gold standard of recurrence was independently defined by prospective study routine including external reviewers using CT, PET, biopsies and clinical course of the disease. RESULTS Overall interobserver agreement (IOA) of the visual assessment was moderate with a high difference between secure (ĸ = 0.66) and insecure (ĸ = 0.24) evaluations. Additional knowledge of the initial staging PET and radiotherapy delineation volumes improved the sensitivity (0.85 vs 0.92) but did not show significant impact on the specificity (0.86 vs 0.89). PET parameters SUVmax and SULpeak showed lower accuracy compared to the visual assessment, whereas threshold-based reading showed similar sensitivity (0.86) and higher specificity (0.97). CONCLUSION Visual assessment especially if associated with high reader certainty shows very high interobserver agreement and high accuracy that can be further increased by baseline PET/CT information. The implementation of a patient individual liver threshold value definition, similar to the threshold definition in PERCIST, offers a more standardized method matching the accuracy of experienced readers albeit not providing further improvement of accuracy.
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Affiliation(s)
- Alexander Brose
- Department of Translational Imaging in Oncology, National Center for Tumor Diseases (NCT/UCC) Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Faculty of Medicine and University Hospital Carl Gustav Carus, University of Technology Dresden (TUD), Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany.
- Department of Diagnostic and Interventional Radiology, University Hospital Giessen, Giessen, Germany.
| | - Kerstin Michalski
- Department of Nuclear Medicine, University Hospital Würzburg, Würzburg, Germany
- Department of Nuclear Medicine, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Juri Ruf
- Department of Nuclear Medicine, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Marco Tosch
- Department of Nuclear Medicine, Helios University Hospital Wuppertal, Wuppertal, Germany
- Department of Medicine, Faculty of Health, University of Witten/Herdecke, Witten, Germany
| | - Susanne M Eschmann
- Department of Nuclear Medicine, Marienhospital Stuttgart, Stuttgart, Germany
| | - Mathias Schreckenberger
- Department of Nuclear Medicine, University Medical Center Mainz, Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Jochem König
- Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center Mainz, Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Ursula Nestle
- Department of Radiation Oncology, Kliniken Maria Hilf, Mönchengladbach, Germany
- Department of Radiation Oncology, University Hospital Freiburg, Freiburg, Germany
| | - Matthias Miederer
- Department of Translational Imaging in Oncology, National Center for Tumor Diseases (NCT/UCC) Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Faculty of Medicine and University Hospital Carl Gustav Carus, University of Technology Dresden (TUD), Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Department of Nuclear Medicine, University Medical Center Mainz, Johannes Gutenberg-University Mainz, Mainz, Germany
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15
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Vogsen M, Harbo F, Jakobsen NM, Nissen HJ, Dahlsgaard-Wallenius SE, Gerke O, Jensen JD, Asmussen JT, Jylling AMB, Braad PE, Vach W, Ewertz M, Hildebrandt MG. Response Monitoring in Metastatic Breast Cancer: A Prospective Study Comparing 18F-FDG PET/CT with Conventional CT. J Nucl Med 2023; 64:355-361. [PMID: 36207136 PMCID: PMC10071809 DOI: 10.2967/jnumed.121.263358] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 09/14/2022] [Accepted: 09/14/2022] [Indexed: 11/16/2022] Open
Abstract
This study aimed to compare contrast-enhanced CT (CE-CT) and 18F-FDG PET/CT for response monitoring in metastatic breast cancer using the standardized response evaluation criteria RECIST 1.1 and PERCIST. The objective was to examine whether progressive disease was detected systematically earlier by one of the modalities. Methods: Women with biopsy-verified metastatic breast cancer were enrolled prospectively and monitored using combined CE-CT and 18F-FDG PET/CT every 9-12 wk to evaluate response to first-line treatment. CE-CT scans and RECIST 1.1 were used for clinical decision-making without accessing the 18F-FDG PET/CT scans. At study completion, 18F-FDG PET/CT scans were unmasked and assessed according to PERCIST. Visual assessment was used if response criteria could not be applied. The modality-specific time to progression was defined as the time from the baseline scan until the first scan demonstrating progression. Paired comparative analyses for CE-CT versus 18F-FDG PET/CT were applied, and the primary endpoint was earlier detection of progression by one modality. Secondary endpoints were time to detection of progression, response categorization, visualization of changes in response over time, and measurable disease according to RECIST and PERCIST. Results: In total, 87 women were evaluable, with a median of 6 (1-11) follow-up scans. Progression was detected first by 18F-FDG PET/CT in 43 (49.4%) of 87 patients and first by CE-CT in 1 (1.15%) of 87 patients (P < 0.0001). Excluding patients without progression (n = 32), progression was seen first on 18F-FDG PET/CT in 78.2% (43/55) of patients. The median time from detection of progression by 18F-FDG PET/CT to that of CE-CT was 6 mo (95% CI, 4.3-6.4 mo). At baseline, 76 (87.4%) of 87 patients had measurable disease according to PERCIST and 51 (58.6%) of 87 patients had measurable disease according to RECIST 1.1. Moreover, 18F-FDG PET/CT provided improved visualization of changes in response over time, as seen in the graphical abstract. Conclusion: Disease progression was detected earlier by 18F-FDG PET/CT than by CE-CT in most patients, with a potentially clinically relevant median 6-mo delay for CE-CT. More patients had measurable disease according to PERCIST than according to RECIST 1.1. The magnitude of the final benefit for patients is a perspective for future research.
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Affiliation(s)
- Marianne Vogsen
- Department of Oncology, Odense University Hospital, Odense, Denmark;
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Odense Patient Data Explorative Network (OPEN), Odense University Hospital, Odense, Denmark
- Centre for Personalized Response Monitoring in Oncology (PREMIO), Odense University Hospital, Odense, Denmark
| | - Frederik Harbo
- Department of Radiology, Odense University Hospital, Odense, Denmark
| | - Nick M Jakobsen
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark
| | - Henriette J Nissen
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark
| | | | - Oke Gerke
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | | | - Jon T Asmussen
- Department of Radiology, Odense University Hospital, Odense, Denmark
| | - Anne Marie B Jylling
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Pathology, Odense University Hospital, Odense, Denmark
| | - Poul-Erik Braad
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark
| | - Werner Vach
- Basel Academy for Quality and Research in Medicine, Basel, Switzerland; and
| | - Marianne Ewertz
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Malene G Hildebrandt
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Centre for Personalized Response Monitoring in Oncology (PREMIO), Odense University Hospital, Odense, Denmark
- Centre for Innovative Medical Technology, Odense University Hospital, Odense, Denmark
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16
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Gouel P, Decazes P, Vera P, Gardin I, Thureau S, Bohn P. Advances in PET and MRI imaging of tumor hypoxia. Front Med (Lausanne) 2023; 10:1055062. [PMID: 36844199 PMCID: PMC9947663 DOI: 10.3389/fmed.2023.1055062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 01/30/2023] [Indexed: 02/11/2023] Open
Abstract
Tumor hypoxia is a complex and evolving phenomenon both in time and space. Molecular imaging allows to approach these variations, but the tracers used have their own limitations. PET imaging has the disadvantage of low resolution and must take into account molecular biodistribution, but has the advantage of high targeting accuracy. The relationship between the signal in MRI imaging and oxygen is complex but hopefully it would lead to the detection of truly oxygen-depleted tissue. Different ways of imaging hypoxia are discussed in this review, with nuclear medicine tracers such as [18F]-FMISO, [18F]-FAZA, or [64Cu]-ATSM but also with MRI techniques such as perfusion imaging, diffusion MRI or oxygen-enhanced MRI. Hypoxia is a pejorative factor regarding aggressiveness, tumor dissemination and resistance to treatments. Therefore, having accurate tools is particularly important.
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Affiliation(s)
- Pierrick Gouel
- Département d’Imagerie, Centre Henri Becquerel, Rouen, France,QuantIF-LITIS, EA 4108, IRIB, Université de Rouen, Rouen, France
| | - Pierre Decazes
- Département d’Imagerie, Centre Henri Becquerel, Rouen, France,QuantIF-LITIS, EA 4108, IRIB, Université de Rouen, Rouen, France
| | - Pierre Vera
- Département d’Imagerie, Centre Henri Becquerel, Rouen, France,QuantIF-LITIS, EA 4108, IRIB, Université de Rouen, Rouen, France
| | - Isabelle Gardin
- Département d’Imagerie, Centre Henri Becquerel, Rouen, France,QuantIF-LITIS, EA 4108, IRIB, Université de Rouen, Rouen, France
| | - Sébastien Thureau
- QuantIF-LITIS, EA 4108, IRIB, Université de Rouen, Rouen, France,Département de Radiothérapie, Centre Henri Becquerel, Rouen, France
| | - Pierre Bohn
- Département d’Imagerie, Centre Henri Becquerel, Rouen, France,QuantIF-LITIS, EA 4108, IRIB, Université de Rouen, Rouen, France,*Correspondence: Pierre Bohn,
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Romeo V, Helbich TH, Pinker K. Breast PET/MRI Hybrid Imaging and Targeted Tracers. J Magn Reson Imaging 2023; 57:370-386. [PMID: 36165348 PMCID: PMC10074861 DOI: 10.1002/jmri.28431] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 09/01/2022] [Accepted: 09/02/2022] [Indexed: 01/20/2023] Open
Abstract
The recent introduction of hybrid positron emission tomography/magnetic resonance imaging (PET/MRI) as a promising imaging modality for breast cancer assessment has prompted fervent research activity on its clinical applications. The current knowledge regarding the possible clinical applications of hybrid PET/MRI is constantly evolving, thanks to the development and clinical availability of hybrid scanners, the development of new PET tracers and the rise of artificial intelligence (AI) techniques. In this state-of-the-art review on the use of hybrid breast PET/MRI, the most promising advanced MRI techniques (diffusion-weighted imaging, dynamic contrast-enhanced MRI, magnetic resonance spectroscopy, and chemical exchange saturation transfer) are discussed. Current and experimental PET tracers (18 F-FDG, 18 F-NaF, choline, 18 F-FES, 18 F-FES, 89 Zr-trastuzumab, choline derivatives, 18 F-FLT, and 68 Ga-FAPI-46) are described in order to provide an overview on their molecular mechanisms of action and corresponding clinical applications. New perspectives represented by the use of radiomics and AI techniques are discussed. Furthermore, the current strengths and limitations of hybrid PET/MRI in the real world are highlighted. EVIDENCE LEVEL: 2 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Valeria Romeo
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Thomas H Helbich
- Division of General and Pediatric Radiology, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Wien, Austria
| | - Katja Pinker
- Division of General and Pediatric Radiology, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Wien, Austria.,Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
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18
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Zeng F, Fang J, Muhashi A, Liu H. Direct reconstruction for simultaneous dual-tracer PET imaging based on multi-task learning. EJNMMI Res 2023; 13:7. [PMID: 36719532 PMCID: PMC9889598 DOI: 10.1186/s13550-023-00955-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 01/17/2023] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Simultaneous dual-tracer positron emission tomography (PET) imaging can observe two molecular targets in a single scan, which is conducive to disease diagnosis and tracking. Since the signals emitted by different tracers are the same, it is crucial to separate each single tracer from the mixed signals. The current study proposed a novel deep learning-based method to reconstruct single-tracer activity distributions from the dual-tracer sinogram. METHODS We proposed the Multi-task CNN, a three-dimensional convolutional neural network (CNN) based on a framework of multi-task learning. One common encoder extracted features from the dual-tracer dynamic sinogram, followed by two distinct and parallel decoders which reconstructed the single-tracer dynamic images of two tracers separately. The model was evaluated by mean squared error (MSE), multiscale structural similarity (MS-SSIM) index and peak signal-to-noise ratio (PSNR) on simulated data and real animal data, and compared to the filtered back-projection method based on deep learning (FBP-CNN). RESULTS In the simulation experiments, the Multi-task CNN reconstructed single-tracer images with lower MSE, higher MS-SSIM and PSNR than FBP-CNN, and was more robust to the changes in individual difference, tracer combination and scanning protocol. In the experiment of rats with an orthotopic xenograft glioma model, the Multi-task CNN reconstructions also showed higher qualities than FBP-CNN reconstructions. CONCLUSIONS The proposed Multi-task CNN could effectively reconstruct the dynamic activity images of two single tracers from the dual-tracer dynamic sinogram, which was potential in the direct reconstruction for real simultaneous dual-tracer PET imaging data in future.
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Affiliation(s)
- Fuzhen Zeng
- State Key Laboratory of Modern Optical Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, China
| | - Jingwan Fang
- State Key Laboratory of Modern Optical Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, China
| | - Amanjule Muhashi
- State Key Laboratory of Modern Optical Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, China
| | - Huafeng Liu
- State Key Laboratory of Modern Optical Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, China.
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Abstract
Computer-extracted tumour characteristics have been incorporated into medical imaging computer-aided diagnosis (CAD) algorithms for decades. With the advent of radiomics, an extension of CAD involving high-throughput computer-extracted quantitative characterization of healthy or pathological structures and processes as captured by medical imaging, interest in such computer-extracted measurements has increased substantially. However, despite the thousands of radiomic studies, the number of settings in which radiomics has been successfully translated into a clinically useful tool or has obtained FDA clearance is comparatively small. This relative dearth might be attributable to factors such as the varying imaging and radiomic feature extraction protocols used from study to study, the numerous potential pitfalls in the analysis of radiomic data, and the lack of studies showing that acting upon a radiomic-based tool leads to a favourable benefit-risk balance for the patient. Several guidelines on specific aspects of radiomic data acquisition and analysis are already available, although a similar roadmap for the overall process of translating radiomics into tools that can be used in clinical care is needed. Herein, we provide 16 criteria for the effective execution of this process in the hopes that they will guide the development of more clinically useful radiomic tests in the future.
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20
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Puranik AD, Dev ID. Ga-68 Prostate-Specific Membrane Antigen PET/CT: Imaging and Clinical Perspective in Prostate Cancer. PET Clin 2022; 17:595-606. [DOI: 10.1016/j.cpet.2022.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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21
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Perez K, Jacene H, Hornick JL, Ma C, Vaz N, Brais LK, Alexander H, Baddoo W, Astone K, Esplin ED, Garcia J, Halperin DM, Kulke MH, Chan JA. SDHx mutations and temozolomide in malignant pheochromocytoma and paraganglioma. Endocr Relat Cancer 2022; 29:533-544. [PMID: 35731023 DOI: 10.1530/erc-21-0392] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 06/22/2022] [Indexed: 12/24/2022]
Abstract
Malignant pheochromocytomas (PHEOs)/paragangliomas (PGLs) are rare tumors for which clinical outcomes remain poorly defined and therapeutic options are limited. Approximately 27% carry pathogenic germline succinate dehydrogenase (SDHx) mutations; the presence of such mutations has been correlated with response to temozolomide (TMZ). We aimed to investigate the association between germline mutations in SDHx and response to TMZ. We retrospectively identified patients with metastatic malignant PHEO/PGLs treated with TMZ- based chemotherapy at Dana-Farber Cancer Institute between 2003 and 2020. The correlation between response by Response Evaluation Criteria in Solid Tumors (RECIST) 1.1 and PET Response Criteria in Solid Tumors (PERCIST) and the presence of SDHx mutations in the germline and tumor was evaluated. Nineteen patients received TMZ. Seventeen underwent germline assessment: 9 (53%) carried a pathogenic SDHx germline mutation. Fifteen patients were evaluable for response by RECIST 1.1: 6 (40%) partial response, 4 (27%) stable disease, and 5 (33%) progressive disease. Overall median progression-free survival was 2.2 years. Three-year overall survival (OS) was 58%. Median PFS was 1.3 years and 5.5 years for carriers and non-carriers, respectively and OS was 1.5 years and not estimable for carriers and non-carriers, respectively. The response by PERCIST criteria in nine patients correlated with the RECIST 1.1 assessment. Our series represents one of the largest analyses of patients with malignant PHEOs/PGLs treated with TMZ who have available germline data. The incidence of pathogenic germline SDHx mutations was similar to what has been previously published, though our analysis suggests that there may be a limited association between response to TMZ and pathogenic germline SDHx mutations.
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Affiliation(s)
- Kimberly Perez
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Heather Jacene
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Imaging, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Jason L Hornick
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Chao Ma
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Nuno Vaz
- Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Lauren K Brais
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Holly Alexander
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - William Baddoo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Kristina Astone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | | | - John Garcia
- Invitae Corporation, San Francisco, California, USA
| | - Daniel M Halperin
- Department of Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Matthew H Kulke
- Section of Hematology and Oncology, Boston University and Boston Medical Center, Boston, Massachusetts, USA
| | - Jennifer A Chan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
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22
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He F, Xie L, Sun X, Xu J, Li Y, Liu R, Sun K, Shen D, Gu J, Ji T, Guo W. A Scoring System for Predicting Neoadjuvant Chemotherapy Response in Primary High-Grade Bone Sarcomas: A Multicenter Study. Orthop Surg 2022; 14:2499-2509. [PMID: 36017768 PMCID: PMC9531107 DOI: 10.1111/os.13469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 07/10/2022] [Accepted: 07/25/2022] [Indexed: 11/27/2022] Open
Abstract
Objective Currently, there is a lack of good clinical tools for evaluating the effect of chemotherapy preoperatively on primary high‐grade bone sarcomas. Our goal was to investigate the predictive value of the clinical findings and establish a scoring system to predict chemotherapy response. Methods We conducted a retrospective multicenter cohort study and reviewed 322 patients with primary high‐grade bone sarcomas. Patients who routinely received neoadjuvant chemotherapy and underwent primary tumor resection with an assessment of tumor necrosis rate (TNR) were enrolled in this study. The medical records of patients were collected from November 1, 2011, to March 1, 2018, at Peking University People's Hospital (PKUPH) and Peking University Shougang Hospital (PKUSH). The mean age of the patients was 16.2 years (range 3–52 years), of whom 65.5% were male. The clinical data collected before and after neoadjuvant chemotherapy included the degree of pain, laboratory inspection, X‐ray, CT, contrast‐enhanced magnetic resonance (MR), and positron emission tomography‐computed tomography (PET‐CT). Several machine learning models, including logistic regression, decision trees, support vector machines, and neural networks, were used to classify the chemotherapy responses. Area under the curve (AUC) of the scoring system to predict chemotherapy response is the primary outcome measure. Results For patients without events, a minimum follow‐up of 24 months was achieved. The median follow‐up time was 43.3 months, and it ranged from 24 to 84 months. The 5 years progression‐free survival (PFS) of the included patients was 54.1%. The 5 years PFS rate was 39.7% for poor responders and 74.9% for good responders. Features such as longest diameter reduction ratio (up to three points), clear bone boundary formation (up to two points), tumor necrosis measured by magnetic resonance (up to two points), maximum standard uptake value (SUVmax) decrease (up to three points), and significant alkaline phosphatase decrease (up to 1 point) were identified as significant predictors of good histological response and constituted the scoring system. A score ≥4 predicts a good response to chemotherapy. The scoring system based on the above factors performed well, achieving an AUC of 0.893. For nonmeasurable lesions (classified by the revised Response Evaluation Criteria in Solid Tumors [RECIST 1.1]), the AUC was 0.901. Conclusion We first devised a well‐performing comprehensive scoring system to predict the response to neoadjuvant chemotherapy in primary high‐grade bone sarcomas.
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Affiliation(s)
- Fangzhou He
- Musculoskeletal Tumor Center, Peking University People's Hospital, Beijing, China
| | - Lu Xie
- Musculoskeletal Tumor Center, Peking University People's Hospital, Beijing, China
| | - Xin Sun
- Musculoskeletal Tumor Center, Peking University People's Hospital, Beijing, China
| | - Jie Xu
- Musculoskeletal Tumor Center, Peking University People's Hospital, Beijing, China
| | - Yuan Li
- Department of Radiology, Peking University People's Hospital, Beijing, China
| | - Rong Liu
- Department of Radiology, Peking University People's Hospital, Beijing, China
| | - Kunkun Sun
- Department of Pathology, Peking University People's Hospital, Beijing, China
| | - Danhua Shen
- Department of Pathology, Peking University People's Hospital, Beijing, China
| | - Jin Gu
- Department of Surgical Oncology, Peking University Shougang Hospital, Beijing, China
| | - Tao Ji
- Musculoskeletal Tumor Center, Peking University People's Hospital, Beijing, China
| | - Wei Guo
- Musculoskeletal Tumor Center, Peking University People's Hospital, Beijing, China
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Vathiotis IA, Johnson JM, Luginbuhl A, Cognetti D, Curry J, Argiris A. Programmed cell death protein 1 axis blockade in locally advanced squamous cell carcinoma of the head and neck: Neoadjuvant and adjuvant approaches. Cancer Treat Rev 2022; 109:102437. [PMID: 35868194 DOI: 10.1016/j.ctrv.2022.102437] [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] [Received: 05/23/2022] [Revised: 07/10/2022] [Accepted: 07/11/2022] [Indexed: 12/25/2022]
Abstract
Immunotherapy and in particular programmed cell death protein 1 (PD-1) inhibitors have been applied not only in the management of recurrent or metastatic disease but also as component of potentially curative treatment for many solid tumors. The incorporation of immunotherapy as neoadjuvant and /or adjuvant therapy in the treatment paradigm of locally advanced squamous cell carcinoma of the head and neck (SCCHN) is appealing with the goals of enhancing antitumor efficacy and, at the same time, reduce toxicity. This review analyzes the rationale for employing immunotherapy in the neoadjuvant and adjuvant settings, reviews the results of relevant clinical trials, and examines the potential benefits and caveats of neoadjuvant and/or adjuvant approaches in patients with SCCHN.
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Affiliation(s)
- Ioannis A Vathiotis
- Department of Medical Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA; Section of Medical Oncology, Third Department of Internal Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Jennifer M Johnson
- Department of Medical Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA; Department of Otolaryngology - Head and Neck Surgery, Thomas Jefferson University Hospitals, Philadelphia, PA, USA
| | - Adam Luginbuhl
- Department of Otolaryngology - Head and Neck Surgery, Thomas Jefferson University Hospitals, Philadelphia, PA, USA
| | - David Cognetti
- Department of Otolaryngology - Head and Neck Surgery, Thomas Jefferson University Hospitals, Philadelphia, PA, USA
| | - Joseph Curry
- Department of Otolaryngology - Head and Neck Surgery, Thomas Jefferson University Hospitals, Philadelphia, PA, USA
| | - Athanassios Argiris
- Department of Medical Oncology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA.
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24
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Inoue A, Ota S, Yamasaki M, Batsaikhan B, Furukawa A, Watanabe Y. Gastrointestinal stromal tumors: a comprehensive radiological review. Jpn J Radiol 2022; 40:1105-1120. [PMID: 35809209 DOI: 10.1007/s11604-022-01305-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 06/08/2022] [Indexed: 11/29/2022]
Abstract
Gastrointestinal stromal tumors (GISTs) originating from the interstitial cells of Cajal in the muscularis propria are the most common mesenchymal tumor of the gastrointestinal tract. Multiple modalities, including computed tomography (CT), magnetic resonance imaging (MRI), fluorodeoxyglucose positron emission tomography, ultrasonography, digital subtraction angiography, and endoscopy, have been performed to evaluate GISTs. CT is most frequently used for diagnosis, staging, surveillance, and response monitoring during molecularly targeted therapy in clinical practice. The diagnosis of GISTs is sometimes challenging because of the diverse imaging findings, such as anatomical location (esophagus, stomach, duodenum, small bowel, colorectum, appendix, and peritoneum), growth pattern, and enhancement pattern as well as the presence of necrosis, calcification, ulceration, early venous return, and metastasis. Imaging findings of GISTs treated with antineoplastic agents are quite different from those of other neoplasms (e.g. adenocarcinomas) because only subtle changes in size are seen even in responsive lesions. Furthermore, the recurrence pattern of GISTs is different from that of other neoplasms. This review discusses the advantages and disadvantages of each imaging modality, describes imaging findings obtained before and after treatment, presents a few cases of complicated GISTs, and discusses recent investigations performed using CT and MRI to predict histological risk grade, gene mutations, and patient outcomes.
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Affiliation(s)
- Akitoshi Inoue
- Department of Radiology, Shiga University of Medical Science, Seta, Tsukinowa-cho, Otsu, Shiga, 520-2192, Japan. .,Department of Radiology, Mayo Clinic, Rochester, MN, USA.
| | - Shinichi Ota
- Department of Radiology, Nagahama Red Cross Hospital, Shiga, Japan
| | - Michio Yamasaki
- Department of Radiology, Kohka Public Hospital, Shiga, Japan
| | - Bolorkhand Batsaikhan
- Graduate School of Human Health Sciences, Department of Radiological Science, Tokyo Metropolitan University, Tokyo, Japan
| | - Akira Furukawa
- Graduate School of Human Health Sciences, Department of Radiological Science, Tokyo Metropolitan University, Tokyo, Japan
| | - Yoshiyuki Watanabe
- Department of Radiology, Shiga University of Medical Science, Seta, Tsukinowa-cho, Otsu, Shiga, 520-2192, Japan
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Wu C, Lorenzo G, Hormuth DA, Lima EABF, Slavkova KP, DiCarlo JC, Virostko J, Phillips CM, Patt D, Chung C, Yankeelov TE. Integrating mechanism-based modeling with biomedical imaging to build practical digital twins for clinical oncology. BIOPHYSICS REVIEWS 2022; 3:021304. [PMID: 35602761 PMCID: PMC9119003 DOI: 10.1063/5.0086789] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 04/29/2022] [Indexed: 12/11/2022]
Abstract
Digital twins employ mathematical and computational models to virtually represent a physical object (e.g., planes and human organs), predict the behavior of the object, and enable decision-making to optimize the future behavior of the object. While digital twins have been widely used in engineering for decades, their applications to oncology are only just emerging. Due to advances in experimental techniques quantitatively characterizing cancer, as well as advances in the mathematical and computational sciences, the notion of building and applying digital twins to understand tumor dynamics and personalize the care of cancer patients has been increasingly appreciated. In this review, we present the opportunities and challenges of applying digital twins in clinical oncology, with a particular focus on integrating medical imaging with mechanism-based, tissue-scale mathematical modeling. Specifically, we first introduce the general digital twin framework and then illustrate existing applications of image-guided digital twins in healthcare. Next, we detail both the imaging and modeling techniques that provide practical opportunities to build patient-specific digital twins for oncology. We then describe the current challenges and limitations in developing image-guided, mechanism-based digital twins for oncology along with potential solutions. We conclude by outlining five fundamental questions that can serve as a roadmap when designing and building a practical digital twin for oncology and attempt to provide answers for a specific application to brain cancer. We hope that this contribution provides motivation for the imaging science, oncology, and computational communities to develop practical digital twin technologies to improve the care of patients battling cancer.
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Affiliation(s)
- Chengyue Wu
- Oden Institute for Computational Engineering and Sciences, The University of Texas at Austin, Austin, Texas 78712, USA
| | | | | | | | - Kalina P. Slavkova
- Department of Physics, The University of Texas at Austin, Austin, Texas 78712, USA
| | | | | | - Caleb M. Phillips
- Oden Institute for Computational Engineering and Sciences, The University of Texas at Austin, Austin, Texas 78712, USA
| | - Debra Patt
- Texas Oncology, Austin, Texas 78731, USA
| | - Caroline Chung
- Department of Radiation Oncology, MD Anderson Cancer Center, University of Texas, Houston, Texas 77030, USA
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Machover D, Goldschmidt E, Almohamad W, Castagné V, Dairou J, Desterke C, Gomez L, Gaston-Mathé Y, Boucheix C. Pharmacologic modulation of 5-fluorouracil by folinic acid and pyridoxine for treatment of patients with advanced breast carcinoma. Sci Rep 2022; 12:9079. [PMID: 35641554 PMCID: PMC9156777 DOI: 10.1038/s41598-022-12998-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Accepted: 05/12/2022] [Indexed: 11/24/2022] Open
Abstract
High concentration pyridoxal 5’-phosphate, the cofactor of vitamin B6, potentiates cytotoxicity in cancer cells exposed to 5-fluorouracil (FUra) and folinic acid (FA). We studied the effect of high-dose pyridoxine on antitumor activity of regimens comprising FUra and FA in 27 advanced breast carcinoma patients. Of 18 previously untreated patients, 12 had tumors that did not overexpress HER2 (Group I), and 6 that overexpressed HER2 (Group II). Nine patients (Group III) had prior chemotherapy. Group I received AVCF (doxorubicin, vinorelbine, cyclophosphamide, FUra, FA) or FAC (doxorubicin, cyclophosphamide, FUra, FA) followed by TCbF (paclitaxel carboplatin, FUra, FA). Groups II, and III received TCbF. Pyridoxine iv (1000–3000 mg/day) preceded each FA and FUra. Group II also received trastuzumab and pertuzumab. 26 patients responded. Three patients in Group I had CRs and 9 had PRs with 62–98% reduction rates; 4 patients in Group II had CRs and 2 had PRs with 98% reduction. Of 7 measurable patients in Group III, 2 attained CRs, and 5 had PRs with 81–94% reduction rates. Median time to response was 3.4 months. Unexpected toxicity did not occur. This pilot study suggests that high-dose vitamin B6 enhances antitumor potency of regimens comprising FUra and FA.
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Affiliation(s)
- David Machover
- INSERM U935-UA09 and Institut de Cancérologie et d'Immunogénétique (ICIG), Paul-Brousse Hospital, University Paris-Saclay, 12, Avenue Paul-Vaillant-Couturier, 94800, Villejuif, France.
| | - Emma Goldschmidt
- Department of Medical Oncology, Paul-Brousse Hospital, Assistance Publique-Hôpitaux de Paris (APHP), University Paris-Saclay, 94800, Villejuif, France
| | - Wathek Almohamad
- Department of Medical Oncology, Paul-Brousse Hospital, Assistance Publique-Hôpitaux de Paris (APHP), University Paris-Saclay, 94800, Villejuif, France
| | - Vincent Castagné
- Department of Pharmacy, Paul-Brousse Hospital, APHP, University Paris-Saclay, 94800, Villejuif, France
| | - Julien Dairou
- Laboratory of Pharmacologic Biochemistry and Toxicology, CNRS UMR 8601, University Paris-Descartes, 45, Rue des Saints-Pères, 75006, Paris, France
| | - Christophe Desterke
- INSERM U935-UA09 and Institut de Cancérologie et d'Immunogénétique (ICIG), Paul-Brousse Hospital, University Paris-Saclay, 12, Avenue Paul-Vaillant-Couturier, 94800, Villejuif, France
| | - Léa Gomez
- Department of Biophysics and Nuclear Medicine, Kremlin-Bicêtre Hospital, APHP, University Paris-Saclay, 94270, Le Kremlin-Bicêtre, France
| | | | - Claude Boucheix
- INSERM U935-UA09 and Institut de Cancérologie et d'Immunogénétique (ICIG), Paul-Brousse Hospital, University Paris-Saclay, 12, Avenue Paul-Vaillant-Couturier, 94800, Villejuif, France
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Dourado MLC, Dompieri LT, Leitão GM, Mourato FA, Santos RGG, Almeida PJ, Markman B, Melo MDT, Brandão SCS. Aumento de Captação Cardíaca de 18F-FDG Induzida por Quimioterapia em Pacientes com Linfoma: Um Marcador Precoce de Cardiotoxicidade? Arq Bras Cardiol 2022; 118:1049-1058. [PMID: 35703659 PMCID: PMC9345149 DOI: 10.36660/abc.20210463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 09/01/2021] [Indexed: 11/18/2022] Open
Abstract
Fundamento Ainda não está estabelecido se a captação de fluorodesoxiglicose no miocárdio ocorre exclusivamente por características fisiológicas ou se representa um desarranjo metabólico causado pela quimioterapia. Objetivo Investigar os efeitos da quimioterapia no coração dos pacientes com linfoma por tomografia por emissão de pósitrons associada a tomografia computadorizada (PET/CT) com 2-[18F]-fluoro-2-desoxi-D-glicose (18F-FDG PET/CT) antes, durante e/ou após a quimioterapia. Métodos Setenta pacientes com linfoma submetidos a 18F-FDG PET/CT foram retrospectivamente analisados. O nível de significância foi de 5%. A captação de 18F-FDG foi avaliada por três medidas: captação máxima no ventrículo esquerdo ( standardized uptake value , SUV max), razão SUV cardíaco / aorta e SUV cardíaco / SUV no fígado. Também foram comparados peso corporal, glicemia de jejum, tempo pós-injeção e dose administrada de 18F-FDG entre os exames. Resultados A idade média foi de 50,4 ± 20,1 anos e 50% dos pacientes eram mulheres. A análise foi realizada em dois grupos – PET/CT basal vs. intermediário e PET/CT basal vs pós-terapia. Não houve diferença significativa entre as variáveis clínicas e do protocolo dos exames entre os diferentes momentos avaliados. Nós observamos um aumento na SUV máxima no ventrículo esquerdo de 3,5±1,9 (basal) para 5,6±4,0 (intermediário), p=0,01, e de 4,0±2,2 (basal) para 6,1±4,2 (pós-terapia), p<0,001. Uma porcentagem de aumento ≥30% na SUV máxima no ventrículo esquerdo ocorreu em mais da metade da amostra. O aumento da SUV cardíaca foi acompanhado por um aumento na razão SUV máxima no ventrículo esquerdo / SUV máxima na aorta e SUV média no ventrículo esquerdo /SUV média no fígado. Conclusão O estudo mostrou um aumento evidente na captação cardíaca de 18F-FDG em pacientes com linfoma, durante e após quimioterapia. A literatura corrobora com esses achados e sugere que a 18F-FDG PET/CT pode ser um exame de imagem sensível e confiável para detectar sinais metabólicos precoces de cardiotoxicidade.
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Hunt S, Zandifar A, Alavi A. Molecular imaging in management of colorectal metastases by the interventional oncologist. Int J Hyperthermia 2022; 39:675-681. [DOI: 10.1080/02656736.2021.1998657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Affiliation(s)
- Stephen Hunt
- Penn Image-Guided Interventions Lab, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Abass Alavi
- University of Pennsylvania, Philadelphia, PA, USA
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Erdogan M, Sengul SS, Cetin B, Avcı M, Yagci S, Ozkoç I, Barikan DE, Yildiz M. The role of Ga 68 PSMA PET/CT imaging in Lu 177 PSMA treatment planning in metastatic castration-resistant prostate cancer. Ann Nucl Med 2022; 36:562-569. [PMID: 35397091 DOI: 10.1007/s12149-022-01739-3] [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: 01/07/2022] [Accepted: 03/13/2022] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Lutetium-177 (Lu177) prostate-specific membrane antigen (Lu177 PSMA) is a novel targeted treatment for patients with metastatic castration-resistant prostate cancer (CRPC). The purpose of the study was to determine the molecular volumetric Gallium-68 (Ga68) PSMA PET/CT parameters that can predict patients who will respond to treatment. METHODS These single-center retrospective data were obtained from metastatic CRPC patients receiving intravenous 6.0-8.5 GBq Lu177 PSMA treatment every 6-8 weeks for a maximum of 3-8 cycles, with baseline Ga68 PSMA PET/CT scan, clinical data, and information on treatment responses. All lesions were divided into two groups according to the increase and decrease in PSMA expression levels of 600 bone lesions and 85 lymph nodes that were compatible with metastasis of 23 patients after the treatment. The primary endpoint of our study was the evaluation of the relation between the baseline SUVmax, PSMA TV, TL PSMA values, and the treatment response of the two groups. The threshold values were determined for the parameters that had significant relations. In the present study, the prostate-specific antigen (PSA) response and treatment-induced toxicities were also evaluated as the secondary endpoint. RESULTS It was found that SUVmax, PSMA TV, and TL PSMA values in bone metastases showed significant differences between the groups with decreased and increased PSMA expression levels after the treatment. The AUC value for SUVmax was significant (AUC = 0.677; p < 0.001). The cutoff value was > 10.50 (sensitivity = 91.8%, Specificity = 41.5%) for SUVmax, > 1.50 cm3 (sensitivity = 49.1%, specificity = 70%) for PSMA TV and > 8.50 g (sensitivity = %60.9, specificity = %72.2) for TL PSMA. The median SUVmax value before the treatment in all metastatic lymph nodes was found to be 7.1 (5.4-12.4), and the median SUVmax after the treatment was 2.5 (1.6-12.1) (p < 0.001). CONCLUSION It was shown in the present study that Lu177 PSMA treatment response may be higher in CRPC patients with metastatic bone lesion with high baseline PSMA expression level, and better treatment response may be achieved in patients with lymph node metastases than in bone metastases.
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Affiliation(s)
- Mehmet Erdogan
- Department of Nuclear Medicine, Suleyman Demirel University Faculty of Medicine, Isparta, 32260, Turkey.
| | - Sevim S Sengul
- Department of Nuclear Medicine, Suleyman Demirel University Faculty of Medicine, Isparta, 32260, Turkey
| | - Bulent Cetin
- Division of Medical Oncology, Department of Internal Medicine, Suleyman Demirel University Faculty of Medicine, Isparta, Turkey
| | - Mustafa Avcı
- Department of Nuclear Medicine, Suleyman Demirel University Faculty of Medicine, Isparta, 32260, Turkey
| | - Samet Yagci
- Department of Nuclear Medicine, Suleyman Demirel University Faculty of Medicine, Isparta, 32260, Turkey
| | - Ismail Ozkoç
- Department of Nuclear Medicine, Suleyman Demirel University Faculty of Medicine, Isparta, 32260, Turkey
| | - Damla Ezgi Barikan
- Department of Nuclear Medicine, Suleyman Demirel University Faculty of Medicine, Isparta, 32260, Turkey
| | - Mustafa Yildiz
- Department of Nuclear Medicine, Suleyman Demirel University Faculty of Medicine, Isparta, 32260, Turkey
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Gupta M, Choudhury PS, Jain P, Sharma M, Koyyala VPB, Goyal S, Agarwal C, Jajodia A, Pasricha S, Sharma A, Batra U. Molecular Response Assessment with Immune Adaptive PERCIST in Lung Cancer Patients Treated with Nivolumab: Is It Better Than iRECIST? World J Nucl Med 2022; 21:34-43. [PMID: 35502277 PMCID: PMC9056126 DOI: 10.1055/s-0042-1744201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Aims
We compared the immune response evaluation criteria in solid tumors (iRECIST) with immune adaptive positron emission tomography response criteria in solid tumors (imPERCIST) in lung cancer patients treated with nivolumab.
Materials and Methods
Twenty lung cancer patients underwent fluorodeoxyglucose positron emission tomography/computed tomography (FDG PET/CT) scan at baseline (PET-0), after four cycles (PET-1) and six to eight cycles (PET-2) of nivolumab were included. Kappa coefficient (
k
) was derived to see the level of agreement in two response criteria. Progression-free survival (PFS) curves were computed by the Kaplan–Meier method and compared with the Log Rank test. Univariate and multivariate regression for the percentage change in the sum of diameters (SoD), standard uptake value maximum (SUVmax), sum of metabolic tumor volume (SoMTV), and sum of total lesion glycolysis (SoTLG) was computed. A
p
-value less than 0.05 was considered significant.
Results
Kappa coefficient showed a substantial level of agreement (k 0.769) in two response criteria. Mean PFS in partial response, stable disease, and progressive disease (PD) patients in iRECIST and imPERCIST was 27.3, 17.7, 4.2, and 23.3, 18.8, 3.8 months, respectively. The Kaplan–Meier method with the log rank test showed a significant difference in PFS on intracomparison within both criteria; however, it was not significant on intercomparison. On univariate analysis, the percentage change in SoD, SoMTV, SoTLG was significant. However, on multivariate analysis, only percentage change in SoD was a significant predictor.
Conclusions
We concluded that imPERCIST was equally effective as currently recommended criteria iRECIST for response evaluation of nivolumab in lung cancer patients.
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Affiliation(s)
- Manoj Gupta
- Department of Nuclear Medicine, Rajiv Gandhi Cancer Institute and Research Centre, Delhi, India
| | - Partha S. Choudhury
- Department of Nuclear Medicine, Rajiv Gandhi Cancer Institute and Research Centre, Delhi, India
| | - Parveen Jain
- Department of Medical Oncology, Rajiv Gandhi Cancer Institute and Research Centre, Delhi, India
| | - Manish Sharma
- Department of Medical Oncology, Rajiv Gandhi Cancer Institute and Research Centre, Delhi, India
| | - Venkata P. B. Koyyala
- Department of Medical Oncology, Homi Bhabha Cancer Hospital and Research Centre, Visakhapatnam, Andhra Pradesh, India
| | - Sumit Goyal
- Department of Medical Oncology, Rajiv Gandhi Cancer Institute and Research Centre, Delhi, India
| | - Chaturbhuj Agarwal
- Department of Medical Oncology, Rajiv Gandhi Cancer Institute and Research Centre, Delhi, India
| | - Ankush Jajodia
- Department of Radiology, Rajiv Gandhi Cancer Institute and Research Centre, Delhi, India
| | - Sunil Pasricha
- Department of Pathology, Rajiv Gandhi Cancer Institute and Research Centre, Delhi, India
| | - Anurag Sharma
- Department of Research, Rajiv Gandhi Cancer Institute and Research Centre, Delhi, India
| | - Ullas Batra
- Department of Medical Oncology, Rajiv Gandhi Cancer Institute and Research Centre, Delhi, India
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31
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Ak M, Eleneen Y, Ayoub M, Colen RR. Cancer Imaging in Immunotherapy. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1342:431-447. [PMID: 34972979 DOI: 10.1007/978-3-030-79308-1_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Immune therapeutics are revolutionizing cancer treatments. In tandem, new and confounding imaging characteristics have appeared that are distinct from those typically seen with conventional cytotoxic therapies. In fact, only 10% of patients on immunotherapy may show tumor shrinkage, typical of positive responses on conventional therapy. Conversely, those on immune therapies may initially demonstrate a delayed response, transient enlargement followed by tumor shrinkage, stable size, or the appearance of new lesions. Response Evaluation Criteria in Solid Tumors (RECIST) or WHO criteria, developed to identify early effects of cytotoxic agents, may not provide a complete evaluation of new emerging treatment response pattern of immunotherapeutic agents. Therefore, new imaging response criteria, such as the immune-related Response Evaluation Criteria in Solid Tumors (irRECIST), immune Response Evaluation Criteria in Solid Tumors (iRECIST), and immune-related Response Criteria (irRC), are proposed. However, FDA approval of emerging therapies including immunotherapies still relies on the current RECIST criteria. In this chapter, we review the traditional and new imaging response criteria for evaluation of solid tumors and briefly touch on some of the more commonly associated immunotherapy-induced adverse events.
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Affiliation(s)
- Murat Ak
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA, USA.,Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Yousra Eleneen
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA, USA.,Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Mira Ayoub
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA, USA.,Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Rivka R Colen
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA, USA. .,Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
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32
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Gupta M, Choudhury P, Jain P, Sharma M, Babu Koyyala V, Goyal S, Agarwal C, Jajodia A, Pasricha S, Sharma A, Batra U. Molecular response assessment with immune adaptive positron emission tomography response criteria in solid tumors in lung cancer patients treated with nivolumab: Is it better than immune response evaluation criteria in solid tumors? World J Nucl Med 2022. [DOI: 10.4103/wjnm.wjnm_58_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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33
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PET imaging of lung and pleural cancer. Nucl Med Mol Imaging 2022. [DOI: 10.1016/b978-0-12-822960-6.00206-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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34
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Van de Wiele C, Maes A. Gamma camera imaging of apoptosis. Nucl Med Mol Imaging 2022. [DOI: 10.1016/b978-0-12-822960-6.00212-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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35
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Mu J, Tian Y, Liu F, Wang Z, Tan R, Zhang B, Quan P, Zhang H, Yang J, Yuan P. Mitochondrial transcription factor B1 promotes the progression of hepatocellular carcinoma via enhancing aerobic glycolysis. J Cell Commun Signal 2021; 16:223-238. [PMID: 34825289 DOI: 10.1007/s12079-021-00658-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 11/09/2021] [Indexed: 12/27/2022] Open
Abstract
Mitochondrial dysfunctions play crucial roles in the carcinogenesis of various human cancers. However, the molecular mechanisms leading to mitochondrial dysfunction and thus cancer progression remains largely unclear. TFB1M (mitochondrial transcription factor B1) is a mitochondrial DNA-binding protein that activates the transcription of mitochondrial DNA. Our bioinformatics analysis indicated a significant up-regulation of TFB1M in hepatocellular carcinoma (HCC). Here, we investigated its clinical significance and biological functions in this malignancy. Here, we found that TFB1M was significantly upregulated in HCC cells probably due to decreased miR-130a-3p expression. High TFB1M expression was positively associated with poor patient survival in HCC. TFB1M contributes to HCC growth and metastasis by promoting cell cycle progression, epithelia-mesenchymal transition (EMT), and inhibiting cell apoptosis. Mechanistically, the metabolic switch from oxidative phosphorylation to glycolysis contributed to the promotion of tumor growth and metastasis by TFB1M overexpression in HCC cells. In summary, we demonstrate that TFB1M plays a crucial oncogenic role in HCC progression, indicating TFB1M as a promising prognostic marker and therapeutic target in HCC.
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Affiliation(s)
- Jiao Mu
- Department of Pain Treatment, Tangdu Hospital, Air Force Military Medical University, 1 Xinsi Road, Xi'an, 710038, Shaanxi, China.,Department of Hematology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.,Department of Hematology, Xi'an Central Hospital, Xi'an, 710003, Shaanxi, China
| | - Yiyuan Tian
- Physiology Divion of Yan'an University Medical College, Yan'an, 716000, Shaanxi, China
| | - Fengzhou Liu
- Aerospace Clinical Medical Center, School of Aerospace Medicine, Air Force Military Medical University, Xi'an, 710032, Shaanxi, China
| | - Zijun Wang
- Battalion of the First Regiment of Cadets of Basic Medicine, Air Force Military Medical University, Xi'an, 710032, Shaanxi, China
| | - Rui Tan
- Department of Orthopaedics, Xijing Hospital, Air Force Military Medical University, Xi'an, 710032, Shaanxi, China
| | - Bei Zhang
- Department of Pain Treatment, Tangdu Hospital, Air Force Military Medical University, 1 Xinsi Road, Xi'an, 710038, Shaanxi, China
| | - Penghe Quan
- Department of Urology, Xijing Hospital, Air Force Military Medical University, Xi'an, 710032, Shaanxi, China
| | - Hongxin Zhang
- Department of Pain Treatment, Tangdu Hospital, Air Force Military Medical University, 1 Xinsi Road, Xi'an, 710038, Shaanxi, China.
| | - Jingyue Yang
- Department of Oncology, Xijing Hospital, Air Force Military Medical University, 169 Changle West Road, Xi'an, 710032, Shaanxi, China.
| | - Peng Yuan
- Department of Pain Treatment, Tangdu Hospital, Air Force Military Medical University, 1 Xinsi Road, Xi'an, 710038, Shaanxi, China. .,State Key Laboratory of Cancer Biology and Department of Physiology and Pathophysiology, Air Force Military Medical University, Xi'an, 710032, Shaanxi, China.
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36
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Delgado Bolton RC, Calapaquí Terán AK, Pellet O, Ferrero A, Giammarile F. The Search for New 2-18F-FDG PET/CT Imaging Biomarkers in Advanced Ovarian Cancer Patients: Focus on Peritoneal Staging for Guiding Precision Medicine and Management Decisions. Clin Nucl Med 2021; 46:906-907. [PMID: 34238809 DOI: 10.1097/rlu.0000000000003784] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Roberto C Delgado Bolton
- From the Department of Diagnostic Imaging (Radiology) and Nuclear Medicine, University Hospital San Pedro and Centre for Biomedical Research of La Rioja, Logroño, La Rioja
| | | | - Olivier Pellet
- Nuclear Medicine and Diagnostic Imaging Section, Division of Human Health, Department of Nuclear Sciences and Applications, International Atomic Energy Agency, Vienna, Austria
| | - Annamaria Ferrero
- Academic Division Gynaecology and Obstetrics, University of Torino, Mauriziano Hospital, Torino, Italy
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37
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Ryu WK, Kim JS, Park MH, Lee M, Kim HJ, Ryu JS, Lim JH. Heterogeneous radiological response to chemotherapy is associated with poor prognosis in advanced non-small-cell lung cancer. Thorac Cancer 2021; 12:3333-3339. [PMID: 34693646 PMCID: PMC8671901 DOI: 10.1111/1759-7714.14207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 10/08/2021] [Accepted: 10/11/2021] [Indexed: 11/30/2022] Open
Abstract
Background A heterogeneous radiological response is frequently observed in cancer patients and could reflect tumor heterogeneity. We investigated the prognostic impact of heterogeneous radiological responses in patients with advanced non‐small‐cell lung cancer (NSCLC) who received platinum‐based chemotherapy. Methods The treatment response according to Response Evaluation Criteria in Solid Tumors (RECIST) 1.1 criteria was evaluated in 212 patients with advanced NSCLC who received platinum‐based chemotherapy. Patients with partial response (PR) or stable disease (SD) were classified into “PR homo,” “PR hetero,” “SD homo,” and “SD hetero” by the presence of a heterogeneous radiological response, and survival was compared between groups. We also compared survival based on the presence of metabolic responses in lesions with heterogeneous radiological responses. Results Fifty‐two patients (24.5%) were classified as PR, 112 patients (52.8%) as SD, and 48 patients (22.7%) as progressive disease (PD). There was no significant difference in progression‐free survival (PFS) and overall survival (OS) between the PR homo and PR hetero groups. The SD homo group had a longer PFS and OS than the SD hetero group. In the SD hetero group, patients with increased maximum standardized uptake value (SUVmax) in lesions with heterogeneous radiological responses had a shorter PFS than those with a stable SUVmax. Conclusions The presence of lesions with radiological heterogeneity was associated with disease progression and poor prognosis in the SD group. Patients with heterogeneous radiological responses require careful monitoring.
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Affiliation(s)
- Woo Kyung Ryu
- Division of Pulmonology, Department of Internal Medicine, Inha University Hospital, Inha University College of Medicine, Incheon, Republic of Korea
| | - Jung Soo Kim
- Division of Pulmonology, Department of Internal Medicine, Inha University Hospital, Inha University College of Medicine, Incheon, Republic of Korea
| | - Mi Hwa Park
- Division of Pulmonology, Department of Internal Medicine, Inha University Hospital, Inha University College of Medicine, Incheon, Republic of Korea
| | - Minkyung Lee
- Department of Nuclear Medicine, Inha University Hospital, Inha University College of Medicine, Incheon, Republic of Korea
| | - Hyun-Jung Kim
- Division of Pulmonology, Department of Internal Medicine, Inha University Hospital, Inha University College of Medicine, Incheon, Republic of Korea
| | - Jeong-Seon Ryu
- Division of Pulmonology, Department of Internal Medicine, Inha University Hospital, Inha University College of Medicine, Incheon, Republic of Korea
| | - Jun Hyeok Lim
- Division of Pulmonology, Department of Internal Medicine, Inha University Hospital, Inha University College of Medicine, Incheon, Republic of Korea
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38
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Nakamura M, Satake H, Sagawa T, Takagane A, Sekikawa T, Oguchi K, Kaji T, Takeuchi M, Ichikawa W, Fujii M. 18F-FDG-PET/CT as an imaging biomarker for regorafenib efficacy in metastatic colorectal cancer (JACCRO CC-12). Oncol Ther 2021; 9:635-645. [PMID: 34626349 PMCID: PMC8593152 DOI: 10.1007/s40487-021-00173-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 09/24/2021] [Indexed: 11/21/2022] Open
Abstract
Introduction Regorafenib is a multikinase inhibitor approved for the treatment of metastatic colorectal cancer (mCRC). Despite providing a statistically significant survival benefit, a substantial number of patients fail to respond to or continue with treatment, which has resulted in an unmet clinical need for a biomarker of regorafenib efficacy. Methods The JACCRO CC-12 study was a prospective, multicenter, single-arm phase II trial designed to evaluate the usefulness of [18F]fluorodeoxyglucose positron emission tomography (FDG-PET) as an imaging biomarker of regorafenib in patients with mCRC that progressed after standard chemotherapies. FDG-PET and contrast-enhanced computed tomography (CT) were performed before and after treatment with regorafenib 160 mg once daily 3 weeks on/1 week off. The primary end point was the change in the maximum standardized uptake value in the lesion with the highest uptake at pre-treatment FDG-PET. The secondary end points included overall survival (OS), progression-free survival (PFS), the objective response rate (ORR), safety, and the correlation between FDG-PET and CT. Results Twenty patients were enrolled from November 2014 to March 2016, 17 of whom were evaluated for metabolic and morphological changes. Metabolic response with FDG-PET was partial response (PR) in one case (5.9%), stable disease (SD) in four (23.5%), and progressive disease (PD) in 12 (70.6%). The metabolic response rate was 5.9%. On CT imaging, no complete response or PR was observed, and the ORR was 0%. Median PFS and OS were 1.7 and 9.8 months, respectively. The median PFS of patients who achieved PR or SD by FDG-PET was 3.7 months, whereas that of those assessed as PD was 1 month (p = 0.13). The median OS of patients who achieved PR or SD by FDG-PET was 13.0 months, whereas that of patients assessed as PD was 10.6 months (p = 0.43). Frequent adverse events were palmar–plantar erythrodysesthesia syndrome, hypertension, loss of appetite, and fatigue. Conclusions In this study, FDG-PET failed to demonstrate usefulness as an early imaging biomarker of regorafenib in patients with mCRC.
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Affiliation(s)
- Masato Nakamura
- Aizawa Comprehensive Cancer Center, Aizawa Hospital, 2-5-1 Honjo, Matsumoto, Nagano, 390-8510, Japan.
| | - Hironaga Satake
- Cancer Treatment Center, Kansai Medical University Hospital, 2-3-1 Shinmachi, Hirakata, Osaka, 573-1191, Japan.,Department of Medical Oncology, Kobe City Medical Center General Hospital, 2-1-1 Minatojimaminamimachi, Chuo-ku, Kobe, Hyogo, 650-0047, Japan
| | - Tamotsu Sagawa
- Department of Gastroenterology, Hokkaido Cancer Center, 2-3-54 Kikusuishijyo, Shiroishi-ku, Sapporo, Hokkaido, 003-0804, Japan
| | - Akinori Takagane
- Department of Surgery, Hakodate Goryoukaku Hospital, 38-3 Goryoukaku-cho, Hakodate, Hokkaido, 040-8611, Japan
| | - Takashi Sekikawa
- Division of Clinical Oncology, Department of Internal Medicine, Showa University Fujigaoka Hospital, 1-30 Fujigaoka, Aoba-ku, Yokohama, Kanagawa, 227-8501, Japan
| | - Kazuhiro Oguchi
- Positron Imaging Center, Aizawa Hospital, 2-5-1 Honjo, Matsumoto, Nagano, 390-8510, Japan
| | - Tomohito Kaji
- PET Center, Hakodate Goryoukaku Hospital, 38-3 Goryoukaku-cho, Hakodate, Hokkaido, 040-8611, Japan
| | - Masahiro Takeuchi
- Department of Clinical Medicine (Biostatistics), Kitasato University School of Pharmacy, 5-9-1 Shirokane, Minato-ku, Tokyo, 108-8641, Japan
| | - Wataru Ichikawa
- Division of Clinical Oncology, Department of Internal Medicine, Showa University Fujigaoka Hospital, 1-30 Fujigaoka, Aoba-ku, Yokohama, Kanagawa, 227-8501, Japan
| | - Masashi Fujii
- Department of Digestive Surgery, Nihon University School of Medicine, 30-1 Ooyaguchikami-cho, Itabashi-ku, Tokyo, 173-8610, Japan
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FDG positron emission tomography imaging and ctDNA detection as an early dynamic biomarker of everolimus efficacy in advanced luminal breast cancer. NPJ Breast Cancer 2021; 7:125. [PMID: 34548493 PMCID: PMC8455671 DOI: 10.1038/s41523-021-00331-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 08/20/2021] [Indexed: 01/07/2023] Open
Abstract
Biomarkers to identify patients without benefit from adding everolimus to endocrine treatment in metastatic breast cancer (MBC) are needed. We report the results of the Pearl trial conducted in five Belgian centers assessing 18F-FDG-PET/CT non-response (n = 45) and ctDNA detection (n = 46) after 14 days of exemestane-everolimus (EXE-EVE) to identify MBC patients who will not benefit. The metabolic non-response rate was 66.6%. Median PFS in non-responding patients (using as cut-off 25% for SUVmax decrease) was 3.1 months compared to 6.0 months in those showing response (HR: 0.77, 95% CI: 0.40–1.50, p = 0.44). The difference was significant when using a “post-hoc” cut-off of 15% (PFS 2.2 months vs 6.4 months). ctDNA detection at D14 was associated with PFS: 2.1 months vs 5.0 months (HR-2.5, 95% CI: 1.3–5.0, p = 0.012). Detection of ctDNA and/or the absence of 18F-FDG-PET/CT response after 14 days of EXE-EVE identifies patients with a low probability of benefiting from treatment. Independent validation is needed.
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68Ga-DOTATATE PET/CT and MRI with Diffusion-Weighted Imaging (DWI) in Short- and Long-Term Assessment of Tumor Response of Neuroendocrine Liver Metastases (NELM) Following Transarterial Radioembolization (TARE). Cancers (Basel) 2021; 13:cancers13174321. [PMID: 34503131 PMCID: PMC8431353 DOI: 10.3390/cancers13174321] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 08/22/2021] [Accepted: 08/23/2021] [Indexed: 01/23/2023] Open
Abstract
Simple Summary TARE with 90Yttrium has become a valuable treatment option for patients with unresectable NELMs. However, early evaluation of therapy response remains challenging as size-based response assessments (such as RECIST) are known to be limited, especially in slow-growing tumors. Alternatives such as quantitative evaluation of SUV of 68Ga-DOTATATE PET/CT and ADC of DWI-MRI have not been compared so far. We found that early percentage changes in SUV tumor-to-organ ratios on first follow-up after TARE could predict longer HPFS in patients with NELM and were superior to ΔSUVmax/SUVmean alone or to ΔADC. Abstract The aim of this study was to evaluate the role of SUV and ADC in assessing early response in patients with NELM following TARE. Thirty-two patients with pre- and postinterventional MRI with DWI and 68Ga-DOTATATE PET/CT were included. ADC and SUV of three target lesions and of tumor-free spleen and liver tissue were determined on baseline and first follow-up imaging, and tumor to spleen (T/S) and tumor to liver (T/L) ratios were calculated. Response was assessed by RECIST 1.1 and mRECIST on first follow-up, and long-term response was defined as hepatic progression-free survival (HPFS) over 6, 12, and <24 months. In responders, intralesional ADC values increased and SUV decreased significantly regardless of standard of reference for response assessment (mRECIST/RECIST/HPFS > 6/12/24 m). Using ROC analysis, ΔSUV T/S ratio (max/max) and ΔSUV T/L ratio (max/mean) were found to be the best and most robust metrics to correlate with longer HPFS and were superior to ΔADC. ΔT/S ratio (max/max) < 23% was identified as an optimal cut-off to discriminate patients with longer HPFS (30.2 m vs. 13.4 m; p = 0.0002). In conclusion, early percentage changes in SUV tumor-to-organ ratios on first follow-up seem to represent a prognostic marker for longer HPFS and may help in assessing therapeutic strategies.
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41
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Kumar N, Deo S, Bhoriwal S, Sharma A, Pramanik R, Kumar R, Das P, Arora S, Kumar S. Comparison of treatment response assessed by 18F-FDG PET/CT with the histopathological response using tumor regression grading on surgically resected specimen following neoadjuvant chemotherapy in squamous cell carcinoma of esophagus. Nucl Med Commun 2021; 42:928-934. [PMID: 33795613 DOI: 10.1097/mnm.0000000000001413] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND For the response assessment after chemotherapy, gold standard is always the histopathological response. However, metabolic response can also guide further treatment. Herein, this study aimed to evaluate metabolic response assessment to neoadjuvant chemotherapy in squamous cell carcinoma esophagus using PET response criteria in solid tumors (PERCIST) criteria with taking histopathological response by tumor regression grading as the standard method. METHODS Total fifty-seven patients with squamous cell carcinoma esophagus were enrolled between April 2017 to December 2018 for this prospective study. All patients were undergone for baseline PET scan before going for neoadjuvant chemotherapy. Repeat PET scan was done after neoadjuvant chemotherapy. Operable patients were taken for surgery. Final histological response was assessed by Mandard grading. Three metabolic tools [maximum standardized uptake value (SUVmax), tumor regression grading, PERCIST] were compared. RESULTS The mean SULpeak of the primary lesion was 11.7 ± 5.5 (median, 10.2, range 5.5-31.8). The average percentage change (%Δ) in SUVmax was 42.9 ± 26.3. On histopathology, 5 (13.1%) patients showed complete pathological response, whereas grade II, III, IV and V in 8 (21.1%), 12 (31.6%), 10 (26.3%) and 3 (7.8%) respectively. On comparison of PERCIST with Mandard grading, agreement analysis showed that there was moderate agreement (k, 0.48). %ΔSUV peak change showed a strong correlation with %ΔSUVmax (P = 0.01) and percentage tumor to liver ratio change (P = 0.01). On comparison, these metabolic response tools showed a weak agreement (k, 0.28 with tumor to liver ratio, k, 0.38 with SUVmax). CONCLUSION After neoadjuvant chemotherapy, 18F-fluorodeoxyglucose PET/CT can help to assess the response and guide the treatment. However, a larger study is warranted to evaluate their correlation with pathological response.
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Affiliation(s)
| | | | | | | | | | | | - Prasenjit Das
- Department of Pathology, All India Institute of Medical Sciences, New Delhi, India
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Benz MR, Armstrong WR, Ceci F, Polverari G, Donahue TR, Wainberg ZA, Quon A, Auerbach M, Girgis MD, Herrmann K, Czernin J, Calais J. 18F-FDG PET/CT imaging biomarkers for early and late evaluation of response to first-line chemotherapy in patients with pancreatic ductal adenocarcinoma. J Nucl Med 2021; 63:199-204. [PMID: 34272317 DOI: 10.2967/jnumed.121.261952] [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: 01/20/2021] [Revised: 05/05/2021] [Indexed: 11/16/2022] Open
Abstract
Purpose: The purpose of this study was to evaluate 18F-FDG-PET/CT as an early and late interim imaging biomarker in patients with pancreatic ductal adenocarcinoma (PDAC) who undergo first-line systemic therapy. Methods: This was a prospective, single-center, single-arm, open-label study (IRB12-000770). Patient receiving first line chemotherapy were planned to undergo a baseline 18F-FDG-PET/CT (PET1), early interim 18F-FDG PET/CT (PET2) and late interim 18F-FDG-PET/CT (PET3). ROC selected and established (mPERCIST / RECIST1.1) cut-offs for metabolic and radiographic tumor response assessment were applied. Patients were followed to collect data on further treatments and overall survival (OS). Results: The study population consisted of 28 patients who underwent PET1. Twenty-three of these (82%) underwent PET2 and 21 (75%) PET3, respectively. Twenty-three deaths occurred during a median follow up period of 14 months (maximum follow up, 58.3 months). The median OS was 36.2 months (95%CI, 28-NYR) in early metabolic responders (6/23 (26%), P = 0.016) and 25.4 months (95%CI, 19.6-NYR) in early radiographic responders (7/23 (30%), P = 0.16). The median overall survival was 27.4 months (95%CI, 21.4-NYR) in late metabolic responders (10/21 (48%), P = 0.058) and 58.2 months (95%CI, 21.4-NYR) in late radiographic responders (7/21 (33%), P = 0.008). Conclusion: 18F-FDG PET may serve as early interim imaging biomarker (~ at 4 weeks) for evaluation of response to first-line chemotherapy in patients with PDAC. Radiographic changes might be sufficient for response evaluation after the completion of first line chemotherapy.
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Affiliation(s)
- Matthias R Benz
- Ahmanson Translational Theranostics Division, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA, United States
| | - Wesley R Armstrong
- Ahmanson Translational Theranostics Division, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA, United States
| | - Francesco Ceci
- Division of Nuclear Medicine, IEO European Institute of Oncology IRCCS, Milan, Italy
| | | | | | - Zev A Wainberg
- Department of Medical Oncology, University of California, Los Angeles, CA
| | - Andrew Quon
- Ahmanson Translational Theranostics Division, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA, United States
| | - Martin Auerbach
- Ahmanson Translational Theranostics Division, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA, United States
| | - Mark D Girgis
- Department of Surgery, University of California, Los Angeles, CA
| | - Ken Herrmann
- Department of Nuclear Medicine, University of Duisburg-Essen and German Cancer Consortium (DKTK), University Hospital Essen, Essen, Germany
| | - Johannes Czernin
- Ahmanson Translational Theranostics Division, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA, United States
| | - Jeremie Calais
- Ahmanson Translational Theranostics Division, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA, United States
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Delgado Bolton RC, Aide N, Colletti PM, Ferrero A, Paez D, Skanjeti A, Giammarile F. EANM guideline on the role of 2-[ 18F]FDG PET/CT in diagnosis, staging, prognostic value, therapy assessment and restaging of ovarian cancer, endorsed by the American College of Nuclear Medicine (ACNM), the Society of Nuclear Medicine and Molecular Imaging (SNMMI) and the International Atomic Energy Agency (IAEA). Eur J Nucl Med Mol Imaging 2021; 48:3286-3302. [PMID: 34215923 DOI: 10.1007/s00259-021-05450-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 06/03/2021] [Indexed: 10/20/2022]
Abstract
In most patients with ovarian carcinoma, the diagnosis is reached when the disease is long past the initial stages, presenting already an advanced stage, and they usually have a very bad prognosis. Cytoreductive or debulking surgical procedures, platinum-based chemotherapy and targeted agents are key therapeutic elements. However, around 7 out of 10 patients present recurrent disease within 36 months from the initial diagnosis. The metastatic spread in ovarian cancer follows three pathways: contiguous dissemination across the peritoneum, dissemination through the lymphatic drainage and, although less importantly in this case, through the bloodstream. Radiological imaging, including ultrasound, CT and MRI, are the main imaging techniques in which management decisions are supported, CT being considered the best available technique for presurgical evaluation and staging purposes. Regarding 2-[18F]FDG PET/CT, the evidence available in the literature demonstrates efficacy in primary detection, disease staging and establishing the prognosis and especially for relapse detection. There is limited evidence when considering the evaluation of therapeutic response. This guideline summarizes the level of evidence and grade of recommendation for the clinical indications of 2-[18F]FDG PET/CT in each disease stage of ovarian carcinoma.
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Affiliation(s)
- Roberto C Delgado Bolton
- Department of Diagnostic Imaging (Radiology) and Nuclear Medicine, University Hospital San Pedro and Centre for Biomedical Research of La Rioja (CIBIR), La Rioja, Logroño, Spain.
| | - Nicolas Aide
- Department of Nuclear Medicine, Caen University Hospital, Caen, France.,INSERM U1086 ANTICIPE, Normandie Université, Caen, France
| | - Patrick M Colletti
- Department of Radiology, University of Southern California, Los Angeles, CA, USA
| | - Annamaria Ferrero
- Academic Division Gynaecology and Obstetrics, University of Torino, Mauriziano Hospital, Torino, Italy
| | - Diana Paez
- Nuclear Medicine and Diagnostic Imaging Section, International Atomic Energy Agency (IAEA), Vienna, Austria
| | - Andrea Skanjeti
- Department of Nuclear Medicine, Hospices Civils de Lyon, Université Claude Bernard, Lyon 1, Lyon, France
| | - Francesco Giammarile
- Nuclear Medicine and Diagnostic Imaging Section, International Atomic Energy Agency (IAEA), Vienna, Austria.,Department of Nuclear Medicine, Centre Léon Bérard, Lyon, France
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Kim DH, Yoo EH, Hong US, Kim JH, Ko YH, Moon SC, Cheon M, Yoo J. Image Registration of 18F-FDG PET/CT Using the MotionFree Algorithm and CT Protocols through Phantom Study and Clinical Evaluation. Healthcare (Basel) 2021; 9:669. [PMID: 34199705 PMCID: PMC8229608 DOI: 10.3390/healthcare9060669] [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: 04/16/2021] [Revised: 05/25/2021] [Accepted: 06/03/2021] [Indexed: 12/25/2022] Open
Abstract
We evaluated the benefits of the MotionFree algorithm through phantom and patient studies. The various sizes of phantom and vacuum vials were linked to RPM moving with or without MotionFree application. A total of 600 patients were divided into six groups by breathing protocols and CT scanning time. Breathing protocols were applied as follows: (a) patients who underwent scanning without any breathing instructions; (b) patients who were instructed to hold their breath after expiration during CT scan; and (c) patients who were instructed to breathe naturally. The length of PET/CT misregistration was measured and we defined the misregistration when it exceeded 10 mm. In the phantom tests, the images produced by the MotionFree algorithm were observed to have excellent agreement with static images. There were significant differences in PET/CT misregistration according to CT scanning time and each breathing protocol. When applying the type (c) protocol, decreasing the CT scanning time significantly reduced the frequency and length of misregistrations (p < 0.05). The MotionFree application is able to correct respiratory motion artifacts and to accurately quantify lesions. The shorter time of CT scan can reduce the frequency, and the natural breathing protocol also decreases the lengths of misregistrations.
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Affiliation(s)
- Deok-Hwan Kim
- Department of Nuclear Medicine, Veterans Health Service Medical Center, Seoul 05368, Korea; (D.-H.K.); (E.-H.Y.); (U.-S.H.); (J.-H.K.); (Y.-H.K.); (M.C.)
| | - Eun-Hye Yoo
- Department of Nuclear Medicine, Veterans Health Service Medical Center, Seoul 05368, Korea; (D.-H.K.); (E.-H.Y.); (U.-S.H.); (J.-H.K.); (Y.-H.K.); (M.C.)
| | - Ui-Seong Hong
- Department of Nuclear Medicine, Veterans Health Service Medical Center, Seoul 05368, Korea; (D.-H.K.); (E.-H.Y.); (U.-S.H.); (J.-H.K.); (Y.-H.K.); (M.C.)
| | - Jun-Hyeok Kim
- Department of Nuclear Medicine, Veterans Health Service Medical Center, Seoul 05368, Korea; (D.-H.K.); (E.-H.Y.); (U.-S.H.); (J.-H.K.); (Y.-H.K.); (M.C.)
| | - Young-Heon Ko
- Department of Nuclear Medicine, Veterans Health Service Medical Center, Seoul 05368, Korea; (D.-H.K.); (E.-H.Y.); (U.-S.H.); (J.-H.K.); (Y.-H.K.); (M.C.)
| | | | - Miju Cheon
- Department of Nuclear Medicine, Veterans Health Service Medical Center, Seoul 05368, Korea; (D.-H.K.); (E.-H.Y.); (U.-S.H.); (J.-H.K.); (Y.-H.K.); (M.C.)
| | - Jang Yoo
- Department of Nuclear Medicine, Veterans Health Service Medical Center, Seoul 05368, Korea; (D.-H.K.); (E.-H.Y.); (U.-S.H.); (J.-H.K.); (Y.-H.K.); (M.C.)
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Maghsoomi Z, Emami Z, Malboosbaf R, Malek M, Khamseh ME. Efficacy and safety of peptide receptor radionuclide therapy in advanced radioiodine-refractory differentiated thyroid cancer and metastatic medullary thyroid cancer: a systematic review. BMC Cancer 2021; 21:579. [PMID: 34016077 PMCID: PMC8139052 DOI: 10.1186/s12885-021-08257-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 04/26/2021] [Indexed: 12/23/2022] Open
Abstract
Background It has been shown that a subgroup of patients with differentiated thyroid cancer (DTC) and medullary thyroid carcinoma (MTC) would progress to advanced stages of thyroid cancer. Therefore, the present study was done to systematically review available evidence in order to investigate efficacy and safety of peptide receptor radionuclide therapy (PRRT) in the patients with advanced radioiodine refractory differentiated thyroid cancer (RR-DTC) and metastatic MTC. Methods For this purpose, relevant studies investigated safety and efficacy of PRRT in the patients with advanced RR-DTC and metastatic MTC were identified by searching Medline (Pubmed, Ovid, and Ebsco), Scopus, Embase, Web of Science, and Cochrane Library databases (from database inception to March 24, 2021). The review was performed according to the preferred reporting items for systematic reviews and meta-analyses (PRISMA) statement. Searching was done independently by two investigators. Two researchers independently extracted the data and any disagreement was adjudicated by consensus. Quality of the studies was assessed using the tool of case reports/series in systematic reviews. Results Among 2284 related papers, 41 papers met the inclusion criteria. A total of 157 patients with RR-DTC were treated with PPRT. Biochemical and objective responses (partial and complete) were observed in 25.3 and 10.5% of patients, respectively. Among 220 patients with metastatic MTC, biochemical and objective responses were observed in 37.2 and 10.6% of the patients, respectively. Forty-six deaths were reported in 95 patients with advanced RR-DTC. In addition, 63 deaths were observed in 144 patients with metastatic MTC. Major side effects were reported in 124 patients treated with 90Y -based agent. In the patients treated with 177Lu-DOTA-TATE and 111In-Octreotide, mild and transient hematologic or renal complications were reported. Conclusion Findings of the study revealed that in the absence of the established treatment for the patients with RR-DTC and metastatic MTC, PRRT could be effective with few adverse events. Trial registration PROSPERO registration number: CRD42019125245. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08257-x.
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Affiliation(s)
- Zohreh Maghsoomi
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Science (IUMS), No. 10, Firoozeh St, Vali-asr Ave, Vali-asr Sq, Tehran, 1593716615, Iran
| | - Zahra Emami
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Science (IUMS), No. 10, Firoozeh St, Vali-asr Ave, Vali-asr Sq, Tehran, 1593716615, Iran
| | - Ramin Malboosbaf
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Science (IUMS), No. 10, Firoozeh St, Vali-asr Ave, Vali-asr Sq, Tehran, 1593716615, Iran
| | - Mojtaba Malek
- Research Center for Prevention of Cardiovascular Disease, Institute of Endocrinology and Metabolism, Iran University of Medical Sciences (IUMS), Tehran, Iran
| | - Mohammad E Khamseh
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Science (IUMS), No. 10, Firoozeh St, Vali-asr Ave, Vali-asr Sq, Tehran, 1593716615, Iran.
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Lee YYD, Nguyen DT, Moodie T, O'Brien R, McMaster A, Hickey A, Pritchard N, Poulsen P, Tabaksblat EM, Weber B, Worm E, Pryor D, Chu J, Hardcastle N, Booth J, Gebski V, Wang T, Keall P. Study protocol of the LARK (TROG 17.03) clinical trial: a phase II trial investigating the dosimetric impact of Liver Ablative Radiotherapy using Kilovoltage intrafraction monitoring. BMC Cancer 2021; 21:494. [PMID: 33941111 PMCID: PMC8091536 DOI: 10.1186/s12885-021-08184-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 04/13/2021] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Stereotactic Ablative Body Radiotherapy (SABR) is a non-invasive treatment which allows delivery of an ablative radiation dose with high accuracy and precision. SABR is an established treatment for both primary and secondary liver malignancies, and technological advances have improved its efficacy and safety. Respiratory motion management to reduce tumour motion and image guidance to achieve targeting accuracy are crucial elements of liver SABR. This phase II multi-institutional TROG 17.03 study, Liver Ablative Radiotherapy using Kilovoltage intrafraction monitoring (LARK), aims to investigate and assess the dosimetric impact of the KIM real-time image guidance technology. KIM utilises standard linear accelerator equipment and therefore has the potential to be a widely available real-time image guidance technology for liver SABR. METHODS Forty-six patients with either hepatocellular carcinoma or oligometastatic disease to the liver suitable for and treated with SABR using Kilovoltage Intrafraction Monitoring (KIM) guidance will be included in the study. The dosimetric impact will be assessed by quantifying accumulated patient dose distribution with or without the KIM intervention. The patient treatment outcomes of local control, toxicity and quality of life will be measured. DISCUSSION Liver SABR is a highly effective treatment, but precise dose delivery is challenging due to organ motion. Currently, there is a lack of widely available options for performing real-time tumour localisation to assist with accurate delivery of liver SABR. This study will provide an assessment of the impact of KIM as a potential solution for real-time image guidance in liver SABR. TRIAL REGISTRATION This trial was registered on December 7th 2016 on ClinicalTrials.gov under the trial-ID NCT02984566 .
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Affiliation(s)
- Yoo Young Dominique Lee
- Department of Radiation Oncology, Princess Alexandra Hospital, Brisbane, QLD, Australia.
- The University of Sydney, Sydney, NSW, Australia.
| | - Doan Trang Nguyen
- The University of Sydney, Sydney, NSW, Australia
- School of Biomedical Engineering, University of Technology Sydney, Sydney, NSW, Australia
- ACRF Image X Institute, Sydney, NSW, Australia
| | - Trevor Moodie
- Department of Radiation Oncology, Crown Princess Mary Cancer Centre, Sydney, NSW, Australia
| | - Ricky O'Brien
- ACRF Image X Institute, Sydney, NSW, Australia
- Radiation Physics Laboratory, Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
| | - Anne McMaster
- Department of Radiation Oncology, Liverpool-Macarthur Cancer Therapy Centre, Sydney, NSW, Australia
| | - Andrew Hickey
- Department of Radiation Oncology, Crown Princess Mary Cancer Centre, Sydney, NSW, Australia
| | - Nicole Pritchard
- Department of Radiation Oncology, Crown Princess Mary Cancer Centre, Sydney, NSW, Australia
- Gamma Gurus Pty Ltd, Sydney, NSW, Australia
| | - Per Poulsen
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | | | - Britta Weber
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Esben Worm
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - David Pryor
- Department of Radiation Oncology, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Julie Chu
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Nicholas Hardcastle
- Department of Radiation Oncology, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Jeremy Booth
- Department of Radiation Oncology, Northern Sydney Cancer Centre, Sydney, NSW, Australia
| | - Val Gebski
- University of Sydney NHMRC Clinical Trials Centre, Sydney, NSW, Australia
| | - Tim Wang
- Department of Radiation Oncology, Crown Princess Mary Cancer Centre, Sydney, NSW, Australia
| | - Paul Keall
- ACRF Image X Institute, Sydney, NSW, Australia
- Radiation Physics Laboratory, Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
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Alongi F, Nicosia L, Figlia V, De Sanctis V, Mazzola R, Giaj-Levra N, Reverberi C, Valeriani M, Osti MF. A multi-institutional analysis of fractionated versus single-fraction stereotactic body radiotherapy (SBRT) in the treatment of primary lung tumors: a comparison between two antipodal fractionations. Clin Transl Oncol 2021; 23:2133-2140. [PMID: 33840047 DOI: 10.1007/s12094-021-02619-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 04/01/2021] [Indexed: 12/25/2022]
Abstract
OBJECTIVES Stereotactic body radiotherapy (SBRT) is a consolidate treatment for inoperable early-stage lung tumors, usually delivered in single or multi-fraction regimens. We aimed to compare these two approaches in terms of local effectiveness, safety and survival. MATERIALS AND METHODS Patients affected by medically inoperable early-stage lung tumor were treated at two Institutions with two different schedules: 70 Gy in ten fractions (TF) (BED10: 119 Gy) or 30 Gy in single fraction (SF) (BED10: 120 Gy). RESULTS 73 patients were treated with SBRT delivered with two biological equivalent schedules: SF (44) and TF (29). The median follow-up was 34 months (range 3-81 months). Three-year Overall survival (OS) was 57.9%, 3-year cancer-specific survival (CSS) was 77.2%, with no difference between treatment groups. Three-year progression-free survival (LPFS) was 88.9% and did not differs between SF and TF. Overall, four cases (5.4%) of acute grade ≥ 3 pneumonitis occurred. No differences in acute and late toxicity between the two groups were detected. CONCLUSION SF and TF seems to be equally safe and effective in the treatment of primary inoperable lung tumors especially for smaller lesion. The SF may be preferentially offered to reduce patient access to hospital with no negative impact on tumor control and survival.
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Affiliation(s)
- F Alongi
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, via Don Sempreboni 5, 37034, Verona, Negrar, Italy
- University of Brescia, Brescia, Italy
| | - L Nicosia
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, via Don Sempreboni 5, 37034, Verona, Negrar, Italy.
| | - V Figlia
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, via Don Sempreboni 5, 37034, Verona, Negrar, Italy
| | - V De Sanctis
- Department of Radiation Oncology, Sant'Andrea Hospital, "Sapienza" University of Rome, Rome, Italy
| | - R Mazzola
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, via Don Sempreboni 5, 37034, Verona, Negrar, Italy
| | - N Giaj-Levra
- Advanced Radiation Oncology Department, IRCCS Sacro Cuore Don Calabria Hospital, Cancer Care Center, via Don Sempreboni 5, 37034, Verona, Negrar, Italy
| | - C Reverberi
- Department of Radiation Oncology, Sant'Andrea Hospital, "Sapienza" University of Rome, Rome, Italy
| | - M Valeriani
- Department of Radiation Oncology, Sant'Andrea Hospital, "Sapienza" University of Rome, Rome, Italy
| | - M F Osti
- Department of Radiation Oncology, Sant'Andrea Hospital, "Sapienza" University of Rome, Rome, Italy
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Switlyk MD. Magnetic resonance imaging for assessing treatment response in bone marrow metastases. Acta Radiol 2021; 62:483-499. [PMID: 31154803 DOI: 10.1177/0284185119851234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Cancer metastasis to bone is a frequent observation in malignancy that may result in complications such as pathological fractures and spinal cord compression. Monitoring treatment effects is the main concern in oncology; however, the evaluation of treatment response in bone is particularly challenging as it lacks well-established criteria. In addition, bone metastases have traditionally been considered non-measurable manifestations of cancer. Magnetic resonance imaging (MRI) is one of the most specific and sensitive methods for imaging skeletal metastases. The aim of this article is to highlight the diagnostic performance of MRI in the treatment monitoring of bone metastases, to review the current literature, and to provide an overview of recommendations for the evaluation of treatment response in bone.
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Affiliation(s)
- Marta D Switlyk
- Department of Radiology, Radiumhospitalet, Oslo University Hospital, Oslo, Norway
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Silosky MS, Karki R, Morgan R, Anderson J, Chin BB. Physical characteristics of 68Ga DOTATATE PET/CT affecting small lesion detectability. AMERICAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 2021; 11:27-39. [PMID: 33688453 PMCID: PMC7936248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Accepted: 12/21/2020] [Indexed: 06/12/2023]
Abstract
BACKGROUND AND PURPOSE 68Ga DOTATATE PET/CT protocols are similar to 18F FDG protocols despite differences in physical properties, biodistribution, and tumor uptake. The purpose of this study is to evaluate the impact of scan time (counts), and target activity on signal-to-noise ratio (SNR) in various sized targets, or lesions. To evaluate this, phantom experiments and analysis of clinical 68Ga DOTATATE PET/CT studies were performed. MATERIALS AND METHODS 68Ga was first compared to 18F in phantom studies to evaluate recovery coefficients and SNR. 68Ga phantom studies were also acquired in list mode, and at varying target activities to evaluate the effects of acquisition time and high target concentrations on SNR in clinically relevant small (8 mm) and larger targets (≥ 12 mm). Clinical studies (n = 50) were analyzed to determine if phantom target concentrations and SNR are present in clinical 68Ga DOTATATE studies at similarly very high tumor activity concentrations (n = 159). RESULTS In phantoms, recovery coefficient and SUVmax for 68Ga were ~87% of 18F. SNR for 68Ga was ~65% of 18F. For the 68Ga small target (8 mm) at standard T/B = 2.4, increasing scan time from 5 to 15 minutes increased SNR from < 1 to 1.6, and did not result in target identification. Increasing T/B from 2.4 to 10.9, however, dramatically increased SNR from < 1 to 22.3. Increased T/B resulted in clear visibility of the 8 mm target, even for 1-minute scans. In patients, high hepatic tumor SUVmax (27.3±29.6), resulted in high SNR (12.5±9.8). For extrahepatic tumors, high SUVmax (41.6±42.8), resulted in high SNR (43.8±49.9). CONCLUSION Very high target or T/B, even in small targets, can offset the physical limitations of 68Ga. High target uptake and high T/B are primary factors influencing small lesion detectability.
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Affiliation(s)
- Michael S Silosky
- Department of Radiology, Division of Nuclear Medicine, University of Colorado School of Medicine Anschutz Medical CampusAurora, CO, USA
| | - Ramesh Karki
- Department of Radiology, Division of Nuclear Medicine, University of Colorado School of Medicine Anschutz Medical CampusAurora, CO, USA
| | - Rustain Morgan
- Department of Radiology, Division of Nuclear Medicine, University of Colorado School of Medicine Anschutz Medical CampusAurora, CO, USA
| | - Janet Anderson
- Department of Radiology, Division of Nuclear Medicine, University of Colorado Hospital, University of Colorado Health SystemAurora, CO, USA
| | - Bennett B Chin
- Department of Radiology, Division of Nuclear Medicine, University of Colorado School of Medicine Anschutz Medical CampusAurora, CO, USA
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O JH, Lim SJ, Wang H, Leal JP, Shu HKG, Wahl RL. Quantitation of cancer treatment response by 2-[ 18F]FDG PET/CT: multi-center assessment of measurement variability using AUTO-PERCIST™. EJNMMI Res 2021; 11:15. [PMID: 33580383 PMCID: PMC7881074 DOI: 10.1186/s13550-021-00754-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 02/01/2021] [Indexed: 11/15/2022] Open
Abstract
Background The aim of this study was to assess the reader variability in quantitatively assessing pre- and post-treatment 2-deoxy-2-[18F]fluoro-d-glucose positron emission tomography/computed tomography ([18F]FDG PET/CT) scans in a defined set of images of cancer patients using the same semi-automated analytical software (Auto-PERCIST™), which identifies tumor peak standard uptake value corrected for lean body mass (SULpeak) to determine [18F]FDG PET quantitative parameters.
Methods Paired pre- and post-treatment [18F]FDG PET/CT images from 30 oncologic patients and Auto-PERCIST™ semi-automated software were distributed to 13 readers across US and international sites. One reader was aware of the relevant medical history of the patients (readreference), whereas the 12 other readers were blinded to history but had access to the correlative images. Auto-PERCIST™ was set up to first automatically identify the liver and compute the threshold for tumor measurability (1.5 × liver mean) + (2 × liver standard deviation [SD]) and then detect all sites with SULpeak greater than the threshold. Next, the readers selected sites they believed to represent tumor lesions. The main performance metric assessed was the percent change in the SULpeak (%ΔSULpeak) of the hottest tumor identified on the baseline and follow-up images. Results The intra-class correlation coefficient (ICC) for the %ΔSULpeak of the hottest tumor was 0.87 (95%CI: [0.78, 0.92]) when all reads were included (n = 297). Including only the measurements that selected the same target tumor as the readreference (n = 224), the ICC for %ΔSULpeak was 1.00 (95%CI: [1.00, 1.00]). The Krippendorff alpha coefficient for response (complete or partial metabolic response, versus stable or progressive metabolic disease on PET Response Criteria in Solid Tumors 1.0) was 0.91 for all reads (n = 380) and 1.00 including for reads with the same target tumor selection (n = 270). Conclusion Quantitative tumor [18F]FDG SULpeak changes measured across multiple global sites and readers utilizing Auto-PERCIST™ show very high correlation. Harmonization of methods to single software, Auto-PERCIST™, resulted in virtually identical extraction of quantitative tumor response data from [18F]FDG PET images when the readers select the same target tumor.
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Affiliation(s)
- Joo Hyun O
- Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Su Jin Lim
- Division of Biostatistics and Bioinformatics, Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hao Wang
- Division of Biostatistics and Bioinformatics, Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jeffrey P Leal
- Division of Nuclear Medicine, The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hui-Kuo G Shu
- Department of Radiation Oncology, The Emory Clinic, Atlanta, GA, USA
| | - Richard L Wahl
- Mallinckrodt Institute of Radiology, Washington University, St. Louis, MO, USA. .,Washington University School of Medicine, Mallinckrodt Institute of Radiology, 510 South Kingshighway Blvd, Campus Box 8131, St. Louis, MO, 63110, USA.
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