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Keywords = response evaluation criteria in solid tumors

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11 pages, 1468 KiB  
Article
Initial Experience with Single-Session Resin-Based Transarterial Radioembolization Mapping and Treatment of Small Hepatocellular Carcinomas
by Michael Mohnasky, Sandra Gad, Marco Fanous, Johannes L. Du Pisanie, Marija Ivanovic, David M. Mauro, Hyeon Yu, Alex Villalobos, Andrew M. Moon, Hanna K. Sanoff, Jingquan Jia and Nima Kokabi
Cancers 2025, 17(8), 1265; https://doi.org/10.3390/cancers17081265 - 9 Apr 2025
Viewed by 44
Abstract
Background/Objectives: Studies have indicated that forgoing lung shunt fraction measurement in select patients undergoing Yttrium 90 (Y90) transarterial radioembolization (TARE) may be safe without sacrificing efficacy. This study evaluated the safety and efficacy of a streamlined treatment in patients with small hepatocellular carcinoma [...] Read more.
Background/Objectives: Studies have indicated that forgoing lung shunt fraction measurement in select patients undergoing Yttrium 90 (Y90) transarterial radioembolization (TARE) may be safe without sacrificing efficacy. This study evaluated the safety and efficacy of a streamlined treatment in patients with small hepatocellular carcinoma (HCC) receiving resin-based TARE. Methods: Patients who received single-session Y90 TARE between September 2023 and May 2024 were retrospectively evaluated. Treatment response was evaluated at the 3-month follow-up using the modified Response Evaluation Criteria in Solid Tumors (mRECIST) criteria. Adverse events (AEs) ≥ Grade 3 were recorded post-procedurally at 3 months. The time from the interventional radiology clinic visit to the procedure date was compared to patients receiving the conventional TARE treatment. Results: Ten consecutive patients were treated with 12 treatments. Each treatment targeted an isolated lesion with median size of 2.5 cm (IQR: 2.1, 2.9). Two patients received two treatments (one for treatment of a separate lesion and the other for the initial incomplete targeting of the tumor). The median delivered tumor dose was 377.7 Gy (IQR: 246.5, 570.1). No patients developed ≥ Grade 3 AEs post-TARE. Complete response was achieved in 11/12 patients (92%). The conventional cohort consisted of 60 patients, all OPTN T2 treated with radiation segmentectomy with glass microspheres. Patients undergoing SSMT had a median time from clinic visit to treatment of 26.5 days (IQR: 15.3, 39) vs. 61 days (IQR: 48, 88.8) in the conventional TARE group (p < 0.001). Conclusions: Streamlined single-session resin-based Y90-TARE in patients with OPTN T2 stage HCC is feasible, efficacious, safe, and associated with reduced time to treatment. Full article
(This article belongs to the Section Cancer Therapy)
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10 pages, 1688 KiB  
Communication
Assessment of Objective Response Rate by Investigator vs. Blinded Independent Central Review in Pivotal Trials of Oncology Drugs for Solid Tumor Indications
by Marjorie E. Zettler
Cancers 2025, 17(7), 1096; https://doi.org/10.3390/cancers17071096 - 25 Mar 2025
Viewed by 183
Abstract
Background/Objective: Objective response rate (ORR) is a surrogate endpoint frequently employed in early-phase clinical trials of anticancer agents for the treatment of solid tumors. Assessments of ORR by local investigators tend to be influenced by subjective factors, and blinded independent central review (BICR) [...] Read more.
Background/Objective: Objective response rate (ORR) is a surrogate endpoint frequently employed in early-phase clinical trials of anticancer agents for the treatment of solid tumors. Assessments of ORR by local investigators tend to be influenced by subjective factors, and blinded independent central review (BICR) is recommended by regulatory agencies in order to detect evaluation bias. The objective of this analysis was to compare BICR-assessed vs. investigator-assessed ORRs in pivotal trials of cancer drugs recently approved by the United States Food and Drug Administration (FDA) for solid tumor indications. Methods: The FDA’s Novel Drug Approvals reports were reviewed to identify cancer therapies approved for solid tumor indications between 1 January 2020 and 30 June 2024. Among therapies with ORR as a primary endpoint in pivotal trials, and for which both BICR- and investigator-assessed ORRs were available, a pooled analysis was conducted to compare these ORRs (using the Mantel–Haenszel method). A correlation analysis was also performed to evaluate the concordance between ORR assessments. Results: A total of 20 anticancer agents met the criteria for inclusion in this analysis, each supported by a single pivotal trial. Comparing BICR- and investigator-assessed ORRs in a pooled analysis did not identify any significant difference between the two assessments overall: OR = 0.98 (95% CI: 0.87–1.11), p = 0.75, and I2 = 0%. The correlation analysis also revealed a high level of concordance between BICR- and investigator-assessed ORRs, with r = 0.96 (p < 0.05). Conclusions: This study found no evidence of evaluation bias in the assessment of ORR among registrational trials supporting recent FDA approvals of anticancer agents for solid tumor indications. Full article
(This article belongs to the Special Issue Preclinical and Clinical Research on the Efficacy of Anticancer Drugs)
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11 pages, 1418 KiB  
Article
Immunoscore Predicted by Dynamic Contrast-Enhanced Computed Tomography Can Be a Non-Invasive Biomarker for Immunotherapy Susceptibility of Hepatocellular Carcinoma
by Eisuke Ueshima, Keitaro Sofue, Shohei Komatsu, Nobuaki Ishihara, Masato Komatsu, Akihiro Umeno, Kentaro Nishiuchi, Ryohei Kozuki, Takeru Yamaguchi, Takanori Matsuura, Toshifumi Tada and Takamichi Murakami
Cancers 2025, 17(6), 948; https://doi.org/10.3390/cancers17060948 - 11 Mar 2025
Viewed by 339
Abstract
Background/Objectives: Although immunotherapy is the primary treatment option for intermediate-stage hepatocellular carcinoma (HCC), its efficacy varies. This study aimed to identify non-invasive imaging biomarkers predictive of the immunoscore linked to dynamic contrast-enhanced computed tomography (CECT). Methods: We performed immunohistochemical staining with [...] Read more.
Background/Objectives: Although immunotherapy is the primary treatment option for intermediate-stage hepatocellular carcinoma (HCC), its efficacy varies. This study aimed to identify non-invasive imaging biomarkers predictive of the immunoscore linked to dynamic contrast-enhanced computed tomography (CECT). Methods: We performed immunohistochemical staining with CD3+ and CD8+ antibodies and counted the positive cells in the invasive margin (IM) and central tumor (CT), converting them to an immunoscore of 0 to 4 points. We assessed the dynamic CECT findings obtained from 96 patients who underwent hepatectomy for HCC and evaluated the relationship between dynamic CECT findings and immunoscores. For validation, we assessed the treatment effects on 81 nodules using the Response Evaluation Criteria in Solid Tumors in another cohort of 41 patients who received combined immunotherapy with atezolizumab and bevacizumab (n = 27) and durvalumab and tremelizumab (n = 14). Results: HCCs with peritumoral enhancement in the arterial phase (p < 0.001) and rim APHE (p = 0.009) were associated with the immunoscore in univariate linear regression analysis and peritumoral enhancement in the arterial phase (p = 0.004) in multivariate linear regression analysis. The time to nodular progression in HCCs with peritumoral enhancement in the arterial phase was significantly longer than that in HCCs without this feature (p < 0.001). Conclusions: We identified HCCs with peritumoral enhancement in the arterial phase as a noninvasive imaging biomarker to predict immune-inflamed HCC with a high immunoscore tendency. These HCCs were most likely to respond to combined immunotherapy. Full article
(This article belongs to the Special Issue Imaging of Hepatocellular Carcinomas)
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14 pages, 633 KiB  
Article
Trends in Efficacy Endpoints in Phase II Glioblastoma Trials: A Regulatory Science Analysis (FY2020–FY2022)
by Shinya Watanabe, Makoto Maeda, Narushi Sugii, Masanobu Yamada, Yoshihiro Arakawa, Kimika Nakamura, Koichi Hashimoto and Eiichi Ishikawa
Cancers 2025, 17(5), 855; https://doi.org/10.3390/cancers17050855 - 1 Mar 2025
Viewed by 702
Abstract
Background/Objectives: In glioblastoma trials, efficacy evaluation often deviates from the standard Response Evaluation Criteria in Solid Tumors (RECIST), an objective response rate (ORR) method, because of the unique nature of brain tumors. In phase II trials from the fiscal years (FYs) 2017–2019, [...] Read more.
Background/Objectives: In glioblastoma trials, efficacy evaluation often deviates from the standard Response Evaluation Criteria in Solid Tumors (RECIST), an objective response rate (ORR) method, because of the unique nature of brain tumors. In phase II trials from the fiscal years (FYs) 2017–2019, primary endpoints (PEs) were overall survival (OS) at 29%, ORR at 20%, progression-free survival (PFS) at 17%, and OS rate at 10%. Clinical trial methodologies have likely evolved in recent years. This study analyzed trends in efficacy endpoint settings for phase II trials from FY2020 to FY2022 compared with FY2017–2019. Methods: Using Clarivate’s Cortellis™ Clinical Trial Intelligence database, 116 phase II glioblastoma trials initiated between April 2020 and March 2023 were identified. After exclusions, 88 trials were analyzed. Trial characteristics, PEs, secondary endpoints (SEs), and designs were summarized and compared to prior data. Results: Of 101 PEs in the 88 trials, approximately half targeted newly diagnosed patients, and most tested pharmaceutical products. The most common PEs were FS (22%), OS (20%), and PFS rate (17%), while among 299 SEs, OS (15%), PFS (15%), and quality of life (14%) were most frequent. Time-to-event outcomes were employed in 74 (73%) trials, whereas ORR was used as a PE in only 7 trials (8%). ORR as a PE was significantly lower than in FY2017–2019 (p = 0.022). Conclusions: Recent glioblastoma trials show increased diversity in efficacy endpoints with less reliance on ORR compared to earlier periods, reflecting evolving strategies to address the unique challenges of glioblastoma treatment and evaluation. Full article
(This article belongs to the Special Issue Study on Clinical Treatment of Brain Tumors)
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18 pages, 3633 KiB  
Article
Radiomics-Based Prediction of Treatment Response to TRuC-T Cell Therapy in Patients with Mesothelioma: A Pilot Study
by Hubert Beaumont, Antoine Iannessi, Alexandre Thinnes, Sebastien Jacques and Alfonso Quintás-Cardama
Cancers 2025, 17(3), 463; https://doi.org/10.3390/cancers17030463 - 29 Jan 2025
Viewed by 848
Abstract
Background/Objectives: T cell receptor fusion constructs (TRuCs), a next generation engineered T cell therapy, hold great promise. To accelerate the clinical development of these therapies, improving patient selection is a crucial pathway forward. Methods: We retrospectively analyzed 23 mesothelioma patients (85 target tumors) [...] Read more.
Background/Objectives: T cell receptor fusion constructs (TRuCs), a next generation engineered T cell therapy, hold great promise. To accelerate the clinical development of these therapies, improving patient selection is a crucial pathway forward. Methods: We retrospectively analyzed 23 mesothelioma patients (85 target tumors) treated in a phase 1/2 single arm clinical trial (NCT03907852). Five imaging sites were involved, the settings for the evaluations were Blinded Independent Central Reviews (BICRs) with double reads. The reproducibility of 3416 radiomics and delta-radiomics (Δradiomics) was assessed. The univariate analysis evaluated correlations at the target tumor level with (1) tumor diameter response; (2) tumor volume response, according to the Quantitative Imaging Biomarker Alliance; and (3) the mean standard uptake value (SUV) response, as defined by the positron emission tomography response criteria in solid tumors (PERCISTs). A random forest model predicted the response of the target pleural tumors. Results: Tumor anatomical distribution was 55.3%, 17.6%, 14.1%, and 10.6% in the pleura, lymph nodes, peritoneum, and soft tissues, respectively. Radiomics/Δradiomics reproducibility differed across tumor localizations. Radiomics were more reproducible than Δradiomics. In the univariate analysis, none of the radiomics/Δradiomics correlated with any response criteria. With an accuracy ranging from 0.75 to 0.9, three radiomics/Δradiomics were able to predict the response of target pleural tumors. Pivotal studies will require a sample size of 250 to 400 tumors. Conclusions: The prediction of responding target pleural tumors can be achieved using a machine learning-based radiomics/Δradiomics analysis. Tumor-specific reproducibility and the average values indicated that using tumor models to create an effective patient model would require combining several target tumor models. Full article
(This article belongs to the Special Issue Biomarkers and Targeted Therapy in Malignant Pleural Mesothelioma)
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14 pages, 2960 KiB  
Article
Trans-Arterial Embolization for Liver Metastases of Gastroenteropancreatic Neuroendocrine Tumors: Response Indicates Survival Benefit?
by Luohai Chen, Dequan Yang, Yueriguli Yusufu, Haikuan Liu, Man Liu, Yuan Lin, Yanji Luo, Qiao He, Minhu Chen, Zhirong Zeng, Ning Zhang and Yu Wang
Cancers 2025, 17(2), 309; https://doi.org/10.3390/cancers17020309 - 19 Jan 2025
Viewed by 790
Abstract
Objective: To determine the impact of trans-arterial embolization (TAE) on overall survival (OS) in patients with liver metastases from gastroenteropancreatic neuroendocrine tumors (LM-GEP-NETs) and to identify factors that may influence tumor response to TAE treatment. Methods: This study included patients with histologically and [...] Read more.
Objective: To determine the impact of trans-arterial embolization (TAE) on overall survival (OS) in patients with liver metastases from gastroenteropancreatic neuroendocrine tumors (LM-GEP-NETs) and to identify factors that may influence tumor response to TAE treatment. Methods: This study included patients with histologically and radiologically confirmed LM-GEP-NETs who received TAE treatment at The First Affiliated Hospital, Sun Yat-sen University, between November 2016 and January 2023. Imaging responses were assessed using Response Evaluation Criteria in Solid Tumors (RECIST) 1.1 and modified RECIST (mRECIST) criteria. Tumor response was defined as complete or partial remission. Results: In total, 267 patients with LM-GEP-NETs were included. Patients with liver tumor burdens <25%, 25–50%, and ≥50% had progressively worse OS (p < 0.005). According to the RECIST criteria, 65.9% of patients exhibited tumor responses. Using the mRECIST criteria, 77.5% of patients showed tumor responses. Survival analyses with log-rank tests indicated that patients with tumor responses assessed using either the RECIST or mRECIST criteria had significantly better OS (p = 0.015 and p = 0.023, respectively). Further logistic regression analyses showed that early TAE (within 4 months after diagnosis of liver metastases) was associated with tumor responses assessed using RECIST or mRECIST. These results were further verified using propensity score matching and inverse probability treatment weighting adjusted datasets. Conclusions: A higher liver tumor burden was associated with poorer OS in patients with LM-GEP-NETs. Tumor response after TAE indicates survival benefits. Early TAE (within 4 months of diagnosis) was associated with better treatment responses. Full article
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15 pages, 2118 KiB  
Review
Radiological Assessment and Therapeutic Evaluation in Hepatocellular Carcinoma: Differentiation and Treatment Response with Japanese Guidelines
by Masakatsu Tsurusaki, Keitaro Sofue, Takamichi Murakami and Noboru Tanigawa
Cancers 2025, 17(1), 101; https://doi.org/10.3390/cancers17010101 - 31 Dec 2024
Viewed by 982
Abstract
The liver is supplied by a dual blood flow system consisting of the portal vein and hepatic artery. Imaging techniques for diagnosing hepatocellular carcinoma (HCC) have been developed along with blood flow imaging, which visualizes the amount of arterial and portal blood flow. [...] Read more.
The liver is supplied by a dual blood flow system consisting of the portal vein and hepatic artery. Imaging techniques for diagnosing hepatocellular carcinoma (HCC) have been developed along with blood flow imaging, which visualizes the amount of arterial and portal blood flow. The diagnosis of HCC differentiation is important for early-stage liver cancer screening and determination of treatment strategies. Dynamic computed tomography/magnetic resonance imaging (MRI) includes blood flow imaging and MRI with contrast-enhanced ultrasound and liver-specific contrast agents are used in combination. In addition, unlike the Response Evaluation Criteria in Solid Tumors (RECIST) (version 1.1), which is the standard for determining treatment efficacy for solid tumors in general, tumor necrosis is generally considered a treatment effect in HCC, and the modified RECIST and Liver Cancer Direct Effectiveness Criteria (RECICL) are widely used. Familiarity with the definitions, criteria, and potential challenges of the mRECIST and RECICL is essential for their effective application in clinical practice. This review integrates the latest advancements in systemic treatments and imaging techniques, including the role of LI-RADS and updates on molecular-targeted therapies such as regorafenib, supported by some systematic review and meta-analysis. Full article
(This article belongs to the Special Issue Imaging of Hepatocellular Carcinomas)
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18 pages, 6869 KiB  
Article
Reliability of Automated RECIST 1.1 and Volumetric RECIST Target Lesion Response Evaluation in Follow-Up CT—A Multi-Center, Multi-Observer Reading Study
by Isabel C. Dahm, Manuel Kolb, Sebastian Altmann, Konstantin Nikolaou, Sergios Gatidis, Ahmed E. Othman, Alessa Hering, Jan H. Moltz and Felix Peisen
Cancers 2024, 16(23), 4009; https://doi.org/10.3390/cancers16234009 - 29 Nov 2024
Viewed by 768
Abstract
Objectives: To evaluate the performance of a custom-made convolutional neural network (CNN) algorithm for fully automated lesion tracking and segmentation, as well as RECIST 1.1 evaluation, in longitudinal computed tomography (CT) studies compared to a manual Response Evaluation Criteria in Solid Tumors (RECIST [...] Read more.
Objectives: To evaluate the performance of a custom-made convolutional neural network (CNN) algorithm for fully automated lesion tracking and segmentation, as well as RECIST 1.1 evaluation, in longitudinal computed tomography (CT) studies compared to a manual Response Evaluation Criteria in Solid Tumors (RECIST 1.1) evaluation performed by three radiologists. Methods: Baseline and follow-up CTs of patients with stage IV melanoma (n = 58) was investigated in a retrospective reading study. Three radiologists performed manual measurements of metastatic lesions. Fully automated segmentations were generated, and diameters and volumes were computed from the segmentation results, with subsequent RECIST 1.1 evaluation. We measured (1) the intra- and inter-reader variability in the manual diameter measurements, (2) the agreement between manual and automated diameter measurements, as well as the resulting RECIST 1.1 categories, and (3) the agreement between the RECIST 1.1 categories derived from automated diameter measurement compared to automated volume measurements. Results: In total, 114 target lesions were measured at baseline and follow-up. The intraclass correlation coefficients (ICCs) for the intra- and inter-reader reliability of the diameter measurements were excellent, being >0.90 for all readers. There was moderate to almost perfect agreement when comparing the timepoint response category derived from the mean manual diameter measurements from all three readers with those derived from automated diameter measurements (Cohen’s k 0.67–0.76). The agreement between the manual and automated volumetric timepoint responses was substantial (Fleiss’ k 0.66–0.68) and that between the automated diameter and volume timepoint responses was substantial to almost perfect (Cohen’s k 0.81). Conclusions: The automated diameter measurement of preselected target lesions in follow-up CT is reliable and can potentially help to accelerate RECIST evaluation. Full article
(This article belongs to the Section Methods and Technologies Development)
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14 pages, 1033 KiB  
Article
Characteristics and Prognosis of Patients with Advanced Hepatocellular Carcinoma Treated with Atezolizumab/Bevacizumab Combination Therapy Who Achieved Complete Response
by Teiji Kuzuya, Naoto Kawabe, Hisanori Muto, Yoshihiko Tachi, Takeshi Ukai, Yuryo Wada, Gakushi Komura, Takuji Nakano, Hiroyuki Tanaka, Kazunori Nakaoka, Eizaburo Ohno, Kohei Funasaka, Mitsuo Nagasaka, Ryoji Miyahara and Yoshiki Hirooka
Curr. Oncol. 2024, 31(10), 6218-6231; https://doi.org/10.3390/curroncol31100463 - 16 Oct 2024
Viewed by 1579
Abstract
Aim: To investigate the characteristics and prognosis of patients with advanced hepatocellular carcinoma (HCC) treated with atezolizumab and bevacizumab (Atz/Bev) who achieved a complete response (CR) according to the modified Response Evaluation Criteria in Solid Tumors (mRECIST). Methods: A total of 120 patients [...] Read more.
Aim: To investigate the characteristics and prognosis of patients with advanced hepatocellular carcinoma (HCC) treated with atezolizumab and bevacizumab (Atz/Bev) who achieved a complete response (CR) according to the modified Response Evaluation Criteria in Solid Tumors (mRECIST). Methods: A total of 120 patients with Eastern Cooperative Oncology Group performance status (PS) 0 or 1 and Child–Pugh A at the start of Atz/Bev treatment were included. Barcelona Clinic Liver Cancer stage C was recorded in 59 patients. Results: The CR rate with Atz/Bev alone was 15.0%. The median time to CR was 3.4 months, and the median duration of CR was 15.6 months. A significant factor associated with achieving CR with Atz/Bev alone was an AFP ratio of 0.34 or less at 3 weeks. Adding transarterial chemoembolization (TACE) in the six patients who achieved a partial response increased the overall CR rate to 20%. Among the 24 patients who achieved CR, the median progression-free survival was 19.3 months, the median overall survival was not reached, and 14 patients (58.3%) were able to discontinue Atz/Bev and achieve a drug-free status. Twelve of these patients developed progressive disease (PD), but eleven successfully received post-PD treatments and responded well. Conclusions: Achieving CR by mRECIST using Atz/Bev alone or with additional TACE can be expected to offer an extremely favorable prognosis. Full article
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15 pages, 3727 KiB  
Article
Therapy Response and Survival among Patients with Gynecologic Tumors Treated with Transarterial Chemoperfusion and Transarterial Chemoembolization
by Thomas J. Vogl, Andreea I. Nica, Christian Booz, Leona S. Alizadeh, Sven Becker, Ibrahim Yel, Teodora Biciusca, Aynur Gökduman, Mirela Dimitrova, Christian Wolfram, Tatjana Gruber-Rouh, John Bielfeldt and Hamzah Adwan
Medicina 2024, 60(10), 1585; https://doi.org/10.3390/medicina60101585 - 27 Sep 2024
Viewed by 1316
Abstract
Background and Objectives: This study aimed to evaluate the tumor response relating to and survival benefit of transarterial chemoperfusion (TACP) and transarterial chemoembolization (TACE) in the treatment of patients with unresectable gynecologic tumors who are intolerant of or have a suboptimal response [...] Read more.
Background and Objectives: This study aimed to evaluate the tumor response relating to and survival benefit of transarterial chemoperfusion (TACP) and transarterial chemoembolization (TACE) in the treatment of patients with unresectable gynecologic tumors who are intolerant of or have a suboptimal response to chemotherapy and radiotherapy. Materials and Methods: Between January 2000 and October 2023, 75 patients diagnosed with gynecologic tumors underwent 213 TACP and 154 TACE procedures. Of these, 33 patients were treated with TACP, 20 were treated with TACE, and 22 received a combination of both therapies. A retrospective evaluation of local tumor response according to Response Evaluation Criteria in Solid Tumors (RECIST) was conducted, and survival rates were determined using the Kaplan–Meier estimator. Results: Of the total 75 patients, 50 (67%) maintained a stable course of disease until the completion of therapy, 10 (13%) had a partial response, 2 (3%) had a complete response following thermal ablation, and 13 (17%) experienced progression. Furthermore, a 6% reduction in the sum of the longest diameters and an 8% reduction in tumor volume were observed. The median overall survival was 16.15 months, while the median progression-free survival was 13.19 months. Conclusions: TACP and TACE are potential treatment options for local tumor control in patients with unresectable gynecologic tumors who are intolerant of or show a poor response to chemotherapy and radiotherapy. However, further investigation and adjustment of treatment protocols are required to improve therapy response and survival outcomes. Full article
(This article belongs to the Section Oncology)
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13 pages, 2937 KiB  
Article
An Unsupervised Approach for Treatment Effectiveness Monitoring Using Curvature Learning
by Hersh Sagreiya, Isabelle Durot and Alireza Akhbardeh
Computers 2024, 13(9), 227; https://doi.org/10.3390/computers13090227 - 9 Sep 2024
Viewed by 1171
Abstract
Contrast-enhanced ultrasound could assess whether cancer chemotherapeutic agents work in days, rather than waiting 2–3 months, as is typical using the Response Evaluation Criteria in Solid Tumors (RECIST), therefore avoiding toxic side effects and expensive, ineffective therapy. A total of 40 mice were [...] Read more.
Contrast-enhanced ultrasound could assess whether cancer chemotherapeutic agents work in days, rather than waiting 2–3 months, as is typical using the Response Evaluation Criteria in Solid Tumors (RECIST), therefore avoiding toxic side effects and expensive, ineffective therapy. A total of 40 mice were implanted with human colon cancer cells: treatment-sensitive mice in control (n = 10, receiving saline) and treated (n = 10, receiving bevacizumab) groups and treatment-resistant mice in control (n = 10) and treated (n = 10) groups. Each mouse was imaged using 3D dynamic contrast-enhanced ultrasound with Definity microbubbles. Curvature learning, an unsupervised learning approach, quantized pixels into three classes—blue, yellow, and red—representing normal, intermediate, and high cancer probability, both at baseline and after treatment. Next, a curvature learning score was calculated for each mouse using statistical measures representing variations in these three color classes across each frame from cine ultrasound images obtained during contrast administration on a given day (intra-day variability) and between pre- and post-treatment days (inter-day variability). A Wilcoxon rank-sum test compared score distributions between treated, treatment-sensitive mice and all others. There was a statistically significant difference in tumor score between the treated, treatment-sensitive group (n = 10) and all others (n = 30) (p = 0.0051). Curvature learning successfully identified treatment response, detecting changes in tumor perfusion before changes in tumor size. A similar technique could be developed for humans. Full article
(This article belongs to the Special Issue Machine and Deep Learning in the Health Domain 2024)
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10 pages, 948 KiB  
Article
Metabolic Imaging of Advanced Basal Cell Carcinoma Treated with Sonidegib: A Retrospective Case Series Study
by Ilaria Proietti, Luca Filippi, Oreste Bagni and Concetta Potenza
J. Clin. Med. 2024, 13(17), 5087; https://doi.org/10.3390/jcm13175087 - 27 Aug 2024
Viewed by 968
Abstract
Background: Positron emission tomography/computed tomography (PET/CT) with 18F-fluorodeoxyglucose (18F-FDG) is a firmly established tool in oncology and is gaining importance in dermato-oncology. However, its use in advanced basal cell carcinoma (BCC) is limited, with only a few case reports [...] Read more.
Background: Positron emission tomography/computed tomography (PET/CT) with 18F-fluorodeoxyglucose (18F-FDG) is a firmly established tool in oncology and is gaining importance in dermato-oncology. However, its use in advanced basal cell carcinoma (BCC) is limited, with only a few case reports and a single study focused on vismodegib. This study evaluates the role of 18F-FDG PET/CT in advanced BCC treated with sonidegib. Methods: We retrospectively assessed the clinical data of patients with advanced BCC who underwent 18F-FDG PET/CT between January 2022 and January 2024. Inclusion criteria included histologically confirmed BCC, FDG-avid lesions on baseline PET/CT, and a minimum follow-up of 6 months. Metabolic response was assessed using the PET Response Criteria in Solid Tumors (PERCIST). Results: Four patients with advanced BCC treated with sonidegib were included, presenting with a total of 10 hypermetabolic lesions at baseline PET/CT. The mean interval between baseline and follow-up scans was 8.7 ± 1.6 months. According to PERCIST, two patients achieved a complete metabolic response (CMR), while the other two had stable metabolic disease (SMD). Low baseline-standardized uptake values (i.e., SUVmax, SUVmean) and reduced total lesion glycolysis (TLG) were associated with CMR. No relapses were observed during follow-up. Conclusions: This study suggests that 18F-FDG PET/CT may help identify advanced BCC patients who are likely to benefit from sonidegib treatment. Further research is needed to fully explore the potential of PET/CT in this specific clinical context. Full article
(This article belongs to the Special Issue PET Imaging in the Evaluation of Cancer Treatment)
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18 pages, 14297 KiB  
Review
Radiographic Response Assessments and Standardized Imaging Interpretation Criteria in Head and Neck Cancer on FDG PET/CT: A Narrative Review
by Jennifer A. Schroeder, Jorge D. Oldan, Valerie L. Jewells and Paul M. Bunch
Cancers 2024, 16(16), 2900; https://doi.org/10.3390/cancers16162900 - 21 Aug 2024
Viewed by 1256
Abstract
Introduction: There is growing interest in the development and application of standardized imaging criteria (SIC), to minimize variability and improve the reproducibility of image interpretation in head and neck squamous cell carcinoma (HNSCC). Methods: “Squamous cell carcinoma” AND “standardized interpretation criteria” OR “radiographic [...] Read more.
Introduction: There is growing interest in the development and application of standardized imaging criteria (SIC), to minimize variability and improve the reproducibility of image interpretation in head and neck squamous cell carcinoma (HNSCC). Methods: “Squamous cell carcinoma” AND “standardized interpretation criteria” OR “radiographic response assessment” were searched using PubMed and Google Scholar for articles published between 2009 and 2024, returning 56 publications. After abstract review, 18 were selected for further evaluation, and 6 different SICs (i.e., PERCIST, Porceddu, Hopkins, NI-RADS, modified Deauville, and Cuneo) were included in this review. Each SIC is evaluated in the context of 8 desired traits of a standardized reporting system. Results: Two SICs have societal endorsements (i.e., PERCIST, NI-RADS); four can be used in the evaluation of locoregional and systemic disease (i.e., PERCIST, Hopkins, NI-RADS, Cuneo), and four have specific categories for equivocal imaging results (i.e., Porceddu, NI-RADS, modified Deauville, and Cuneo). All demonstrated areas for future improvement in the context of the 8 desired traits. Conclusion: Multiple SICs have been developed for and demonstrated value in HNSCC post-treatment imaging; however, these systems remain underutilized. Selecting an SIC with features that best match the needs of one’s practice is expected to maximize the likelihood of successful implementation. Full article
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13 pages, 18480 KiB  
Article
Predicting Survival of Metastatic Clear Cell Renal Cell Cancer Treated with VEGFR-TKI-Based Sequential Therapy
by Javier C. Angulo, Gorka Larrinaga, David Lecumberri, Ane Miren Iturregui, Jon Danel Solano-Iturri, Charles H. Lawrie, María Armesto, Juan F. Dorado, Caroline E. Nunes-Xavier, Rafael Pulido, Claudia Manini and José I. López
Cancers 2024, 16(16), 2786; https://doi.org/10.3390/cancers16162786 - 7 Aug 2024
Cited by 1 | Viewed by 1238
Abstract
(1) Objective: To develop a clinically useful nomogram that may provide a more individualized and accurate estimation of cancer-specific survival (CSS) for patients with clear-cell (CC) metastatic renal cell carcinoma (mRCC) treated with nephrectomy and vascular endothelial growth factor receptor–tyrosine kinase inhibitor (VEGFR-TKI)-based [...] Read more.
(1) Objective: To develop a clinically useful nomogram that may provide a more individualized and accurate estimation of cancer-specific survival (CSS) for patients with clear-cell (CC) metastatic renal cell carcinoma (mRCC) treated with nephrectomy and vascular endothelial growth factor receptor–tyrosine kinase inhibitor (VEGFR-TKI)-based sequential therapy. (2) Methods: A prospectively maintained database of 145 patients with mRCC treated between 2008 and 2018 was analyzed to predict the CSS of patients receiving sunitinib and second- and third-line therapies according to current standards of practice. A nomogram based on four independent clinical predictors (Eastern Cooperative Oncology Group status, International Metastatic RCC Database Consortium score, the Morphology, Attenuation, Size and Structure criteria and Response Evaluation Criteria in Solid Tumors response criteria) was calculated. The corresponding 1- to 10-year CSS probabilities were then determined from the nomogram. (3) Results: The median age was 60 years (95% CI 57.9–61.4). The disease was metastatic at diagnosis in 59 (40.7%), and 86 (59.3%) developed metastasis during follow-up. Patients were followed for a median 48 (IQR 72; 95% CI 56–75.7) months after first-line VEGFR-TKI initiation. The concordance probability estimator value for the nomogram is 0.778 ± 0.02 (mean ± SE). (4) Conclusions: A nomogram to predict CSS in patients with CC mRCC that incorporates patient status, clinical risk classification and response criteria to first-line VEGFR-TKI at 3 months is presented. This new tool may be useful to clinicians assessing the risk and prognosis of patients with mRCC. Full article
(This article belongs to the Special Issue New Insights into Kidney Disease Development and Therapy Strategies)
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16 pages, 2086 KiB  
Article
Early Changes in Alpha-Fetoprotein and Des-γ-Carboxy Prothrombin Are Useful Predictors of Antitumor Response to Durvalumab Plus Tremelimumab Therapy for Advanced Hepatocellular Carcinoma
by Teiji Kuzuya, Naoto Kawabe, Hisanori Muto, Yuryo Wada, Gakushi Komura, Takuji Nakano, Hiroyuki Tanaka, Kazunori Nakaoka, Eizaburo Ohno, Kohei Funasaka, Mitsuo Nagasaka, Ryoji Miyahara and Yoshiki Hirooka
Curr. Oncol. 2024, 31(8), 4225-4240; https://doi.org/10.3390/curroncol31080315 - 26 Jul 2024
Cited by 2 | Viewed by 1838
Abstract
The relationship between antitumor response and tumor marker changes was evaluated in patients with advanced hepatocellular carcinoma treated with durvalumab plus tremelimumab (Dur/Tre). Forty patients were enrolled in this retrospective evaluation of treatment outcomes. According to the Response Evaluation Criteria for Solid Tumors [...] Read more.
The relationship between antitumor response and tumor marker changes was evaluated in patients with advanced hepatocellular carcinoma treated with durvalumab plus tremelimumab (Dur/Tre). Forty patients were enrolled in this retrospective evaluation of treatment outcomes. According to the Response Evaluation Criteria for Solid Tumors version 1.1 at 8 weeks, the objective response (OR) rate was 25% and the disease control (DC) rate was 57.5%. The median alpha-fetoprotein (AFP) ratio at 4 weeks was 0.39 in patients who achieved OR at 8 weeks (8W-OR group), significantly lower than the 1.08 in the non-8W-OR group (p = 0.0068); however, it was 1.22 in patients who did not achieve DC at 8 weeks (non-8W-DC group), significantly higher than the 0.53 in the 8W-DC group (p = 0.0006). Similarly, the median des-γ-carboxy-prothrombin (DCP) ratio at 4 weeks was 0.15 in the 8W-OR group, significantly lower than the 1.46 in the non-8W-OR group (p < 0.0001); however, it was 1.23 in the non-8W-DC group, significantly higher than the 0.49 in the 8W-DC group (p = 0.0215). Early changes in tumor markers after Dur/Tre initiation were associated with antitumor response. In particular, changes in AFP and DCP at 4 weeks may offer useful biomarkers for early prediction of both response and progressive disease following Dur/Tre. Full article
(This article belongs to the Section Gastrointestinal Oncology)
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