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Search Results (6,227)

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24 pages, 761 KiB  
Commentary
Commentary on Bar-Sela et al. Cannabis Consumption Used by Cancer Patients During Immunotherapy Correlates with Poor Clinical Outcome. Cancers 2020, 12, 2447
by Brian J. Piper, Duncan X. Dobbins, Jason Graham, Thomas M. Churilla and Michael Bordonaro
Cancers 2025, 17(17), 2754; https://doi.org/10.3390/cancers17172754 (registering DOI) - 23 Aug 2025
Abstract
The small (N = 102) prospective study by Bar-Sela and colleagues at Emek Medical Center in Israel) regarding diminished efficacy of immunotherapy in the setting of cannabis use would be an important discovery which could theoretically benefit the outcomes of oncology patients if [...] Read more.
The small (N = 102) prospective study by Bar-Sela and colleagues at Emek Medical Center in Israel) regarding diminished efficacy of immunotherapy in the setting of cannabis use would be an important discovery which could theoretically benefit the outcomes of oncology patients if verified by independent research teams, including by basic scientists. However, if this finding was spurious, clinical practice guidelines could recommend that oncology patients receiving immunotherapies be erroneously denied an evidence-based treatment for pain and chemotherapy-induced nausea and vomiting. Our full-length manuscript identified dozens of instances of unverifiable statistical information and even errors in arithmetic in this report. More briefly, our concerns regarding this well-cited (123 times) paper are as follows: (1) non-verifiable non-parametric statistics, including some that would change the statistical inferences; (2) difficulties with determining percentages; (3) switching from two-tailed tests in the Methods to one-tailed in the Results; (4) engaging in the unusual practice of floor rounding but not reporting this in the Methods; and (5) not reporting smoking, which could be a key confound. These concerns are serious errors that undermine the validity of the results and invalidate the conclusions that can be drawn from this prospective study about cannabis and immunotherapy. Full article
(This article belongs to the Section Cancer Immunology and Immunotherapy)
14 pages, 877 KiB  
Systematic Review
Pleurectomy/Decortication Versus Extrapleural Pneumonectomy in Pleural Mesothelioma: A Systematic Review and Meta-Analysis of Survival, Mortality, and Surgical Trends
by Margherita Brivio, Matteo Chiari, Claudia Bardoni, Antonio Mazzella, Monica Casiraghi, Lorenzo Spaggiari and Luca Bertolaccini
J. Clin. Med. 2025, 14(17), 5964; https://doi.org/10.3390/jcm14175964 (registering DOI) - 23 Aug 2025
Abstract
Background: The optimal surgical approach for malignant pleural mesothelioma (PM) remains a topic of debate. While extrapleural pneumonectomy (EPP) offers radical resection, it is associated with significant morbidity. Pleurectomy/decortication (P/D) is less extensive but may offer comparable oncologic outcomes with reduced perioperative risk. [...] Read more.
Background: The optimal surgical approach for malignant pleural mesothelioma (PM) remains a topic of debate. While extrapleural pneumonectomy (EPP) offers radical resection, it is associated with significant morbidity. Pleurectomy/decortication (P/D) is less extensive but may offer comparable oncologic outcomes with reduced perioperative risk. This study aimed to conduct a comprehensive systematic review and meta-analysis to systematically evaluate and quantitatively compare survival outcomes, 30-day postoperative mortality, and baseline characteristics between patients undergoing P/D and EPP for PM. Methods: A systematic review was conducted in accordance with the PRISMA guidelines. MEDLINE, Embase, and Scopus were searched up to May 2025. Studies comparing EPP and P/D in PM that reported on survival, mortality, or baseline demographics were included. Data from 24 retrospective studies were extracted. Pooled estimates were calculated using random-effects models. Meta-regression and subgroup analyses were performed by geographic region and publication year. Results: P/D was associated with a significantly improved overall survival compared to EPP in the primary analysis (mean difference = 7.01 months; 95% CI: 1.15–12.86; p = 0.018), with substantial heterogeneity (I2 = 98.5%). In a sensitivity analysis excluding one statistical outlier, the survival benefit remained significant (mean difference = 4.31 months; 95% CI: 1.69–6.93), and heterogeneity was markedly reduced. The 30-day mortality rate was also significantly lower for P/D (odds ratio = 0.34; 95% CI: 0.13–0.88; p = 0.027). Patients undergoing P/D were, on average, 3.78 years older than those undergoing EPP (p < 0.001), whereas no significant difference was observed in the sex distribution between groups. Subgroup analyses by region and publication year confirmed the robustness of the findings. Meta-regression did not reveal substantial modifiers of survival. Conclusions: P/D demonstrates superior overall survival and reduced perioperative mortality compared to EPP, without evidence of baseline demographic confounding. These findings, derived from retrospective comparative studies, support the preferential use of P/D in eligible patients, particularly in high-volume centers, given its favorable safety profile and superior median survival. However, the absence of randomized trials directly comparing P/D and EPP and the potential influence of patient selection warrant cautious interpretation, and surgical decisions should be tailored to individual patient factors within a multidisciplinary setting. Full article
(This article belongs to the Section Respiratory Medicine)
22 pages, 328 KiB  
Review
A Review of Post-Operative Pancreatic Fistula Following Distal Pancreatectomy: Risk Factors, Consequences, and Mitigation Strategies
by Jurgis Alvikas, Shakti Dahiya and Genia Dubrovsky
Cancers 2025, 17(17), 2741; https://doi.org/10.3390/cancers17172741 (registering DOI) - 23 Aug 2025
Abstract
Post-operative pancreatic fistula (POPF) is a serious yet far too common complication following distal pancreatectomy (DP), as it affects 20–30% of patients after DP. POPF raises the risk of other complications and causes delays to a patient’s oncologic care. In this review, we [...] Read more.
Post-operative pancreatic fistula (POPF) is a serious yet far too common complication following distal pancreatectomy (DP), as it affects 20–30% of patients after DP. POPF raises the risk of other complications and causes delays to a patient’s oncologic care. In this review, we present the latest data on patient risk factors for developing POPF, such as obesity, smoking, young age, thick pancreas, lack of epidural anesthesia, hypoalbuminemia, and elevated drain amylase levels. Other risk factors that have been identified with irregular consistency include open surgical approach, non-malignant or neuroendocrine tumor pathology, simultaneous splenectomy, simultaneous vascular resection, and long operative time. We also review the consequences of POPF, which include hemorrhage, infection, delayed gastric emptying, re-operation, re-admission, delays in adjuvant chemotherapy initiation, reduced progression-free survival, and reduced overall survival. Finally, we present strategies that have been studied for avoiding POPF after DP, including reducing pressure at the sphincter of Oddi, the use of sealants and patches, optimizing pancreatic transection, strategies for post-operative drain placement, the use of post-operative somatostatin analogues, and pre-clinical studies of experimental devices and techniques that may inform future trials. This review informs readers on the current state of the art with regard to POPF after DP and sets the stage for future studies to improve patient outcomes. Full article
(This article belongs to the Special Issue The Progress of Pancreatectomy for Pancreatic Cancer Treatment)
27 pages, 905 KiB  
Systematic Review
The Impact of Antibiotic Prophylaxis on Antibiotic Resistance, Clinical Outcomes, and Costs in Adult Hemato-Oncological and Surgical Patients: A Systematic Review and Meta-Analysis
by Marissa Rink, Beryl Primrose Gladstone, Lea Ann Nikolai, Michael Bitzer, Evelina Tacconelli and Siri Göpel
Antibiotics 2025, 14(9), 853; https://doi.org/10.3390/antibiotics14090853 - 22 Aug 2025
Abstract
Background/Objectives: While antibiotic prophylaxis is crucial for preventing infections, its impact on the development of antibiotic-resistant infections and clinical outcomes remains underexplored. We aimed to systematically assess the impact of medical and surgical antibiotic prophylaxis (SAP) on the development of antibiotic-resistant infections, clinical [...] Read more.
Background/Objectives: While antibiotic prophylaxis is crucial for preventing infections, its impact on the development of antibiotic-resistant infections and clinical outcomes remains underexplored. We aimed to systematically assess the impact of medical and surgical antibiotic prophylaxis (SAP) on the development of antibiotic-resistant infections, clinical outcomes, and costs. Methods: A systematic review and meta-analysis of the effect of antibiotic prophylaxis on antibiotic-resistant infections, mortality, length of hospital stay, and/or costs was conducted in hemato-oncological or surgical patient populations. Pooled estimates of the relative risk (RR) or weighted mean difference (WMD) were derived using random-effect meta-analysis. Results: Of 10,409 screened studies, 109 (30%) comprising 131,519 patients were included. In 55 hemato-oncological studies, prophylaxis significantly reduced Gram-negative infections (RR: 0.51; 95% CI: 0.45 to 0.59) without an effect on mortality (RR = 1.01; 95% CI: 0.89 to 1.15), while the risk of developing an infection resistant to prophylactic antibiotics during hospitalization was doubled (RR: 2.05; 95% CI: 1.88 to 2.23). The length of hospitalization was reduced by 1.85 days. Among 54 surgical studies, SAP lowered surgical-site infections (RR: 0.58; 95% CI: 0.49 to 0.69). Extending prophylaxis beyond the recommended duration did not improve infection rates (RR: 1.10; 95% CI: 0.98 to 1.24). No association was demonstrated between prophylaxis adjusted by colonization status and the development of resistant infections. Conclusion: Though proven beneficial, our results highlight the critical need for targeted antibiotic stewardship programs (ASPs) in both settings. A meticulous risk assessment balancing the benefits of preventing life-threatening infections against the risk of driving antimicrobial resistance, and a tailored ASP, is urgently needed for hemato-oncological patients. Full article
19 pages, 724 KiB  
Article
Analyzing the Gaps in Breast Cancer Diagnostics in Poland—A Retrospective Observational Study in the Data Donation Model
by Wojciech Sierocki, Ligia Kornowska, Oliver Slapal, Agata Koska, Gabriela Sierocka, Alicja Dudek, Claudia Dompe, Michał Suchodolski, Przemysław Keczmer and Magdalena Roszak
Diagnostics 2025, 15(17), 2127; https://doi.org/10.3390/diagnostics15172127 - 22 Aug 2025
Abstract
Background: Breast cancer is a major health concern in Poland, with significant incidence and mortality rates despite national screening programs. This retrospective study aimed to evaluate critical aspects of breast cancer management, focusing on waiting times, treatment coordination, cancer characteristics, diagnostic testing, and [...] Read more.
Background: Breast cancer is a major health concern in Poland, with significant incidence and mortality rates despite national screening programs. This retrospective study aimed to evaluate critical aspects of breast cancer management, focusing on waiting times, treatment coordination, cancer characteristics, diagnostic testing, and staging. Methods: We retrospectively analyzed 587 medical records of breast cancer patients (585 female, 2 male) collected between March 2023 and June 2024 through a data donation model. Data included tumor characteristics (histological type, grade, stage, biological subtype, receptor status, Ki-67), diagnostic and genetic tests, and timelines of key events in the diagnostic and therapeutic pathways. Results: Although referral to first oncology consult (18 days) and MDT referral/admission to treatment (10 days) met NFZ guidelines, diagnosis to surgery (94 days) and diagnosis to drug treatment (109 days) were significantly delayed. No records showed oncology coordinator assignment or educational material provision. Clinically, invasive carcinoma NST (77%) and early-stage (IA/IIA, 61%) were prevalent, with Luminal B (HER2-negative) being the most common biological subtype. BRCA1/2 testing was common, but Oncotype DX was not. For 314 HR+ HER2- patients, stage IA (44%) was most common, with no BRCA1/2 mutations found. Conclusion: Breast cancer care in the Łódź voivodeship falls short of national guidelines due to long waiting times and poor care coordination, a problem worsened by incomplete data. Improving record-keeping and speeding up diagnostic and treatment pathways are crucial for better breast cancer management in Poland. While patient data donation can help analyze real clinical pathways, data completeness, and consistency remain challenges. Full article
(This article belongs to the Special Issue Diagnosis, Treatment, and Prognosis of Breast Cancer)
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17 pages, 1153 KiB  
Article
Real-World Systemic Treatment Patterns, Survival Outcomes, and Prognostic Factors in Advanced Hepatocellular Carcinoma: A 15-Year Experience from a Low-Resource Setting
by Jirapat Wonglhow, Chirawadee Sathitruangsak, Patrapim Sunpaweravong, Panu Wetwittayakhlang and Arunee Dechaphunkul
Cancers 2025, 17(17), 2729; https://doi.org/10.3390/cancers17172729 - 22 Aug 2025
Abstract
Background: The treatment landscape for advanced hepatocellular carcinoma (HCC) has evolved significantly recently; however, access to novel agents remains limited because of high costs. This study aimed to evaluate the systemic treatment patterns and survival outcomes for advanced HCC across different systemic treatment [...] Read more.
Background: The treatment landscape for advanced hepatocellular carcinoma (HCC) has evolved significantly recently; however, access to novel agents remains limited because of high costs. This study aimed to evaluate the systemic treatment patterns and survival outcomes for advanced HCC across different systemic treatment sequences under real-world resource constraints. Methods: This retrospective study was conducted at a tertiary center in Southern Thailand. The medical records of patients (n = 330) with advanced HCC treated with systemic therapy between 2010 and 2024 were reviewed. Outcomes included overall survival (OS), progression-free survival (PFS), and objective response rate (ORR). Prognostic factors for OS were investigated. Results: First-line therapies included tyrosine kinase inhibitor (TKI; 69.7%), chemotherapy (23.3%), immunotherapy (IO)/targeted therapy (3.6%), dual IO (1.8%), and IO monotherapy (1.5%). The median OS, PFS, and ORR for each cohort were 7.2, 5.2, 10.9, 8.5, and 8.6 months; 3.94, 3.22, 3.48, 6.19, and 2.69 months; and 9.6%, 10.4%, 16.7%, 0%, and 20.0%, respectively. OS improved with increasing lines of therapy (4.5, 12.2, 19.4, and 40.7 months for one to four lines, respectively). Portal vein tumor thrombus, ascites, elevated bilirubin level, high alpha-fetoprotein level, and poor Eastern Cooperative Oncology Group performance status were associated with poor prognosis; multiple treatment lines and overweight status were associated with improved OS. Conclusions: In this large real-world cohort, TKIs remained the mainstay effective treatment option because of limited access to IO-based regimens. Sequential systemic therapy significantly improved survival, emphasizing the importance of preserving treatment eligibility and multidisciplinary team involvement. Chemotherapy could be considered a viable option in resource-limited settings. Full article
(This article belongs to the Special Issue Hepatocellular Carcinoma Progression and Metastasis)
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21 pages, 5953 KiB  
Article
Network Pharmacology and Experimental Validation Identify Paeoniflorin as a Novel SRC-Targeted Therapy for Castration-Resistant Prostate Cancer
by Meng-Yao Xu, Jun-Biao Zhang, Yu-Zheng Peng, Mei-Cheng Liu, Si-Yang Ma, Ye Zhou, Zhi-Hua Wang and Sheng Ma
Pharmaceuticals 2025, 18(8), 1241; https://doi.org/10.3390/ph18081241 - 21 Aug 2025
Abstract
Background: Despite advances in prostate cancer treatment, castration-resistant prostate cancer (CRPC) remains clinically challenging due to inherent therapy resistance and a lack of durable alternatives. Although traditional Chinese medicine offers untapped potential, the therapeutic role of paeoniflorin (Pae), a bioactive compound derived from [...] Read more.
Background: Despite advances in prostate cancer treatment, castration-resistant prostate cancer (CRPC) remains clinically challenging due to inherent therapy resistance and a lack of durable alternatives. Although traditional Chinese medicine offers untapped potential, the therapeutic role of paeoniflorin (Pae), a bioactive compound derived from Paeonia lactiflora, in prostate cancer has yet to be investigated. Methods: Using an integrative approach (network pharmacology, molecular docking, and experimental validation), we identified Pae key targets, constructed protein–protein interaction networks, and performed GO/KEGG pathway analyses. A Pae-target-based prognostic model was developed and validated. In vitro and in vivo assays assessed Pae effects on proliferation, migration, invasion, apoptosis, and tumor growth. Results: Pae exhibited potent anti-CRPC activity, inhibiting cell proliferation by 60% and impairing cell migration by 65% compared to controls. Mechanistically, Pae downregulated SRC proto-oncogene, non-receptor tyrosine kinase (SRC) mRNA expression by 68%. The Pae-target-based prognostic model stratified patients into high- and low-risk groups with distinct survival outcomes. Organoid and xenograft studies confirmed Pae-mediated tumor growth inhibition and SRC downregulation. Conclusions: Pae overcomes CRPC resistance by targeting SRC-mediated pathways, presenting a promising therapeutic strategy. Our findings underscore the utility of network pharmacology-guided drug discovery and advocate for further clinical exploration of Pae in precision oncology. Full article
(This article belongs to the Section Pharmacology)
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13 pages, 440 KiB  
Review
Complete Mesocolic Excision for Colon Cancer: Insight into Potential Mechanisms of Oncologic Benefit
by Fotios Seretis, Antonia Panagaki, Charalambos Seretis, Maria Sotiropoulou, Michail Psarologos, Nikolaos Mamakos, Konstantinos Polyzois, Vasileios Drakopoulos and Stylianos Kapiris
Cancers 2025, 17(16), 2719; https://doi.org/10.3390/cancers17162719 - 21 Aug 2025
Abstract
Background/Objectives: Complete mesocolic excision (CME) has recently been proposed as a radical operation for the treatment of colon cancer. Increasing evidence suggests a survival benefit from this operation, although the exact reasons for this remain largely unknown. Methods: We have undertaken a comprehensive [...] Read more.
Background/Objectives: Complete mesocolic excision (CME) has recently been proposed as a radical operation for the treatment of colon cancer. Increasing evidence suggests a survival benefit from this operation, although the exact reasons for this remain largely unknown. Methods: We have undertaken a comprehensive review of the literature in PubMed and Embase databases, examining the potential mechanisms explaining this oncologic benefit. Results: Complete mesocolic excision with central vascular ligation appears to improve the rates of radial margin negativity and is associated with increased lymph node yield and improved staging for colon cancer patients by removal of apical lymph nodes and removal of skip metastasis. The en bloc removal of the cancer-related mesentery along the interfascial plane between the mesocolon and retroperitoneal structures removes en bloc tumor deposits that appear to have a significant negative effect on cancer prognosis, irrespective of lymph node status. CME is associated with decreased rates of local recurrence and improved disease-free and overall survival. The existing literature suffers from a lack of data on molecular pathology and integration of prognostic pathologic factors such as tumor deposits in patients undergoing complete mesocolic excision. Conclusions: CME confers significant benefits in terms of local control of the disease and improves cancer-specific survival. Further research on the matter is necessary to incorporate prognostic pathologic and molecular parameters. Full article
(This article belongs to the Special Issue The Surgical Management of Colorectal Cancer)
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14 pages, 996 KiB  
Article
The Relation Between Post-Operative Surgical Site Infection and Time to Start Adjuvant Treatment in Ovarian and Uterine Cancers
by Karlijn M. C. Cornel, Julie My Van Nguyen, Lilian T. Gien, Allan Covens and Danielle Vicus
Curr. Oncol. 2025, 32(8), 474; https://doi.org/10.3390/curroncol32080474 - 21 Aug 2025
Abstract
Surgical site infections (SSIs) occur in 10–15% of patients and are linked to up to 29% of delays in starting adjuvant treatment. This study assessed the association between SSIs in patients with ovarian and uterine cancer and their impact on time to adjuvant [...] Read more.
Surgical site infections (SSIs) occur in 10–15% of patients and are linked to up to 29% of delays in starting adjuvant treatment. This study assessed the association between SSIs in patients with ovarian and uterine cancer and their impact on time to adjuvant therapy and oncologic outcomes. Patients who underwent surgery from 1 January 2015 to 30 September 2017 were included, using institutional National Surgical Quality Improvement Program (NSQIP) data and chart reviews. Among 371 patients (median follow-up 4.1 years), 243 (65.5%) received adjuvant treatment. The median time to start was 39 days for chemotherapy, 61 days for radiotherapy, and 42 days for combined therapy (p < 0.001). Patients with ovarian cancer began treatment sooner than those with uterine cancer (39 vs. 52 days, p < 0.001), but no significant difference was observed between those with or without SSIs. In 238 patients with uterine cancer, those with SSIs had a twofold higher recurrence risk (HR 1.97, p = 0.022) and over threefold lower overall survival (HR 3.45, p = 0.018). Multivariable analysis showed that surgical route and disease stage were independent predictors; SSI was not an independent factor. No survival difference related to SSIs was found in patients with ovarian cancer. Further research is needed to clarify the impact of SSIs on treatment timing and recurrence. Full article
(This article belongs to the Special Issue Optimizing Surgical Management for Gynecologic Cancers)
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44 pages, 919 KiB  
Systematic Review
Postoperative Pain Following Gynecology Oncological Surgery: A Systematic Review by Tumor Site
by Selina Chiu, Helen Staley, Xiaoxi Zhang, Anita Mitra, Flavia Sorbi, James Richard Smith, Joseph Yazbek, Sadaf Ghaem-Maghami, Sanooj Soni, Christina Fotopoulou and Srdjan Saso
Cancers 2025, 17(16), 2718; https://doi.org/10.3390/cancers17162718 - 21 Aug 2025
Abstract
Introduction: Postoperative pain management is complex and crucial in major gynecology oncological surgery. Currently, there is no well-defined standardized approach, resulting in significant variability in practices worldwide. This systematic review evaluates the effectiveness of analgesic strategies used postoperatively in gynecological cancer surgery. Methods: [...] Read more.
Introduction: Postoperative pain management is complex and crucial in major gynecology oncological surgery. Currently, there is no well-defined standardized approach, resulting in significant variability in practices worldwide. This systematic review evaluates the effectiveness of analgesic strategies used postoperatively in gynecological cancer surgery. Methods: A systematic review was conducted from inception to June 26th 2024 to identify all randomized controlled trials (RCTs) assessing pain management following any surgery for gynecological cancer. This was performed on the CENTRAL, PubMed, Embase, and MEDLINE databases. Results: A total of 46 RCTs met the inclusion criteria. Of these 5316 patients, 1844 patients had cervical cancer, 99 had endometrial cancer, and 158 had ovarian cancer. The remaining 3215 participants had unspecified gynecological cancers or benign pathology. No studies focused on postoperative analgesia for vulval cancer. A meta-analysis was not feasible due to heterogeneity in study design, analgesic interventions (i.e., opioids, local anesthetics, paracetamol, NSAIDs, and holistic and complementary therapies), and multiple routes of administration (i.e., oral, parenteral, regional, neuraxial, local infiltration, intraperitoneal, intramuscular, patient-controlled, topical, and rectal). No single analgesic modality demonstrated clear superiority. The median Jadad score for methodological quality of the included trials was 4. Conclusions: The limited cancer-specific RCTs and diversity of analgesia modalities utilized reflect the wide range of applications. Postoperative pain is multifactorial and cannot be adequately managed with a single agent. National and international guidelines should aim to establish a standardized framework for postoperative pain management in gynecological cancers, ensuring accessible, evidence-based care that enhances both short- and long-term patient quality of life. Full article
(This article belongs to the Section Cancer Survivorship and Quality of Life)
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11 pages, 348 KiB  
Article
The Impact of Employment and Economic Perception on Nutrition and Depression Among Cancer Survivors
by Guillermo Laporte-Estela, Manuel Rivera-Vélez, Paulette Ayala-Rodriguez, Gabriela Nichole Marrero-Quiñones, Zindie Rodriguez-Castro, Cynthia Cortes-Castro, Guillermo N. Armaiz-Pena and Eida M. Castro-Figueroa
Healthcare 2025, 13(16), 2075; https://doi.org/10.3390/healthcare13162075 - 21 Aug 2025
Abstract
Background: Cancer remains a leading cause of morbidity and mortality worldwide. In Puerto Rico, patients face additional burdens due to the structural inequalities affecting access to employment, nutritious food, and mental health services. This study examined the associations between employment status, perceived economic [...] Read more.
Background: Cancer remains a leading cause of morbidity and mortality worldwide. In Puerto Rico, patients face additional burdens due to the structural inequalities affecting access to employment, nutritious food, and mental health services. This study examined the associations between employment status, perceived economic hardship, dietary behaviors, and depressive symptoms among 334 adult cancer patients in Puerto Rico. Methods: Using a cross-sectional design, participants provided sociodemographic data, dietary patterns, and self-reports of depression. Results: Statistical analyses revealed that full-time employment was associated with a higher consumption of low-nutritional-value foods (ρ = 0.157, p = 0.015) and significant differences in their consumption having a higher mean against unemployment were observed (mean ranks = 146.09 and 177.08, p = 0.010). A higher employment status also served as a protective factor against depression (p = 0.005). A higher body mass index (BMI) was linked to an increased risk of depression (p = 0.002), and perceived economic hardship was significantly associated with depression (OR= 0.54, p = 0.033). Conclusions: The findings underscore the necessity for comprehensive interventions that account for the synergistic effects of economic perception, employment, nutrition, and psychological well-being in cancer treatment in Puerto Rico. Full article
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24 pages, 2959 KiB  
Article
From Detection to Diagnosis: An Advanced Transfer Learning Pipeline Using YOLO11 with Morphological Post-Processing for Brain Tumor Analysis for MRI Images
by Ikram Chourib
J. Imaging 2025, 11(8), 282; https://doi.org/10.3390/jimaging11080282 - 21 Aug 2025
Viewed by 31
Abstract
Accurate and timely detection of brain tumors from magnetic resonance imaging (MRI) scans is critical for improving patient outcomes and informing therapeutic decision-making. However, the complex heterogeneity of tumor morphology, scarcity of annotated medical data, and computational demands of deep learning models present [...] Read more.
Accurate and timely detection of brain tumors from magnetic resonance imaging (MRI) scans is critical for improving patient outcomes and informing therapeutic decision-making. However, the complex heterogeneity of tumor morphology, scarcity of annotated medical data, and computational demands of deep learning models present substantial challenges for developing reliable automated diagnostic systems. In this study, we propose a robust and scalable deep learning framework for brain tumor detection and classification, built upon an enhanced YOLO-v11 architecture combined with a two-stage transfer learning strategy. The first stage involves training a base model on a large, diverse MRI dataset. Upon achieving a mean Average Precision (mAP) exceeding 90%, this model is designated as the Brain Tumor Detection Model (BTDM). In the second stage, the BTDM is fine-tuned on a structurally similar but smaller dataset to form Brain Tumor Detection and Segmentation (BTDS), effectively leveraging domain transfer to maintain performance despite limited data. The model is further optimized through domain-specific data augmentation—including geometric transformations—to improve generalization and robustness. Experimental evaluations on publicly available datasets show that the framework achieves high mAP@0.5 scores (up to 93.5% for the BTDM and 91% for BTDS) and consistently outperforms existing state-of-the-art methods across multiple tumor types, including glioma, meningioma, and pituitary tumors. In addition, a post-processing module enhances interpretability by generating segmentation masks and extracting clinically relevant metrics such as tumor size and severity level. These results underscore the potential of our approach as a high-performance, interpretable, and deployable clinical decision-support tool, contributing to the advancement of intelligent real-time neuro-oncological diagnostics. Full article
(This article belongs to the Topic Machine Learning and Deep Learning in Medical Imaging)
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13 pages, 1262 KiB  
Article
Selective Advantage of NACT in Advanced Ovarian Cancer: A Retrospective Single-Centre Analysis
by Adrienne Szilvia Berczi, Olivér Lampé, Zoárd Tibor Krasznai, Mónika Orosz, Lili Fábián and Rudolf Lampé
Medicina 2025, 61(8), 1493; https://doi.org/10.3390/medicina61081493 - 20 Aug 2025
Viewed by 163
Abstract
Background and Objectives: Advanced-stage epithelial ovarian cancer (EOC) is associated with poor prognosis, with complete macroscopic cytoreduction representing the strongest modifiable predictor of survival. Neoadjuvant chemotherapy (NACT) followed by interval debulking surgery (IDS) is an alternative to primary debulking surgery (PDS) in patients [...] Read more.
Background and Objectives: Advanced-stage epithelial ovarian cancer (EOC) is associated with poor prognosis, with complete macroscopic cytoreduction representing the strongest modifiable predictor of survival. Neoadjuvant chemotherapy (NACT) followed by interval debulking surgery (IDS) is an alternative to primary debulking surgery (PDS) in patients with high tumor burden. However, its impact on surgical complexity remains debated. This study aimed to compare operative characteristics and survival outcomes between NACT + IDS and PDS using standardized scoring metrics in a real-world oncologic setting. Materials and Methods: We retrospectively analyzed 47 patients with International Federation of Gynecology and Obstetrics (FIGO) stage IIIC-IV high-grade serous EOC treated between January 2018 and August 2022 at a single tertiary center. Twenty-five patients received platinum–taxane-based NACT followed by IDS, and twenty-two underwent upfront PDS with adjuvant chemotherapy. Surgical effort was quantified using the Surgical Complexity Score (SCS), and intra-abdominal tumor burden was assessed via the Peritoneal Cancer Index (PCI). Progression-free survival (PFS) and overall survival (OS) were estimated using Kaplan–Meier analysis. Hazard ratios (HRs) with 95% confidence intervals were derived from Cox proportional hazards models. Results: Complete cytoreduction (R0) was achieved in 76% of the NACT + IDS group and 68% of the PDS group. Mean surgical complexity and operative time were significantly lower following NACT (SCS 5.0 vs. 6.2, p = 0.04; 140 vs. 197 min, p = 0.001), without significant differences in blood loss, complication rates, or length of hospital stay. Median PFS was 25 months in the NACT + IDS group versus 21 months in the PDS group, and the difference was not statistically significant. Among patients with R0 resection, survival outcomes were comparable between treatment arms. Conclusions: NACT + IDS was associated with shorter and less complex surgeries in selected patients, but survival outcomes appeared similar when R0 was achieved. Data suggest that selective use of NACT in patients with extensive disease burden or limited general health status may be suitable, while confirming that complete cytoreduction remains the most critical prognostic factor, although these survival comparisons are exploratory given the retrospective design and limited sample size. Full article
(This article belongs to the Special Issue Update on Surgical Treatment for Ovarian Cancer)
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14 pages, 3644 KiB  
Systematic Review
Artificial Intelligence Models for Predicting Outcomes in Spinal Metastasis: A Systematic Review and Meta-Analysis
by Vivek Sanker, Prachi Dawer, Alexander Thaller, Zhikai Li, Philip Heesen, Srinath Hariharan, Emil O. R. Nordin, Maria Jose Cavagnaro, John Ratliff and Atman Desai
J. Clin. Med. 2025, 14(16), 5885; https://doi.org/10.3390/jcm14165885 - 20 Aug 2025
Viewed by 149
Abstract
Background: Spinal metastases can cause significant impairment of neurological function and quality of life. Hence, personalized clinical decision-making based on prognosis and likely outcome is desirable. The effectiveness of AI in predicting complications and treatment outcomes for patients with spinal metastases is assessed. [...] Read more.
Background: Spinal metastases can cause significant impairment of neurological function and quality of life. Hence, personalized clinical decision-making based on prognosis and likely outcome is desirable. The effectiveness of AI in predicting complications and treatment outcomes for patients with spinal metastases is assessed. Methods: A thorough search was carried out through the PubMed, Scopus, Web of Science, Embase, and Cochrane databases up until 27 January 2025. Included were studies that used AI-based models to predict outcomes for adult patients with spinal metastases. Three reviewers independently extracted the data, and screening was conducted in accordance with PRISMA principles. AUC results were pooled using a random-effects model, and the PROBAST program was used to evaluate the study’s quality. Results: Included were 47 articles totaling 25,790 patients. For training, internal validation, and external validation, the weighted average AUCs were 0.762, 0.876, and 0.810, respectively. The Skeletal Oncology Research Group machine learning algorithms (SORG-MLAs) were the ones externally validated the most, continuously producing AUCs > 0.84 for 90-day and 1-year mortality. Models based on radiomics showed promise in preoperative planning, especially for outcomes of radiation and concealed blood loss. Most research concentrated on breast, lung, and prostate malignancies, which limited its applicability to less common tumors. Conclusions: AI models have shown reasonable accuracy in predicting mortality, ambulatory status, blood loss, and surgical complications in patients with spinal metastases. Wider implementation necessitates additional validation, data standardization, and ethical and regulatory framework evaluation. Future work should concentrate on creating multimodal, hybrid models and assessing their practical applications. Full article
(This article belongs to the Special Issue Recent Advances in Spine Tumor Diagnosis and Treatment)
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33 pages, 2196 KiB  
Review
Redefining Chemoresistance: Natural Bioactives as Molecular Modulators at the Cancer–Tumor Microenvironment Interface
by Claudia Reytor-González, Emilia Jiménez-Flores, Natalí González and Daniel Simancas-Racines
Int. J. Mol. Sci. 2025, 26(16), 8037; https://doi.org/10.3390/ijms26168037 - 20 Aug 2025
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Abstract
Therapeutic resistance remains a critical barrier in effective cancer treatment, contributing to disease recurrence, progression, and reduced patient survival. In recent years, natural bioactive compounds have emerged as promising adjuncts in oncology due to their ability to modulate multiple biological processes involved in [...] Read more.
Therapeutic resistance remains a critical barrier in effective cancer treatment, contributing to disease recurrence, progression, and reduced patient survival. In recent years, natural bioactive compounds have emerged as promising adjuncts in oncology due to their ability to modulate multiple biological processes involved in resistance. This review explores current evidence on the role of natural compounds in influencing cancer cell behavior and their interactions with the tumor microenvironment. By organizing these compounds into chemical families, we provide a structured overview of their potential to enhance the efficacy of standard chemotherapy and reduce resistance-related mechanisms. We also highlight innovative strategies, including combination therapies and advanced drug delivery systems, that aim to improve their clinical applicability. Overall, this work underscores the relevance of integrating natural bioactives into modern cancer therapy and calls for further translational research to bridge preclinical findings with clinical implementation. Full article
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