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16 pages, 1162 KB  
Article
Age-Related Epigenetic Drift Shapes Coordinated microRNA Promoter Methylation and Expression in Prostate Cancer
by Fernando Bergez-Hernández, Martín Irigoyen-Arredondo, Lizeth Carolina Flores-Méndez and Alejandra Paola Martínez-Camberos
Epigenomes 2026, 10(2), 27; https://doi.org/10.3390/epigenomes10020027 - 9 Apr 2026
Abstract
Background: Aging is the strongest risk factor for prostate cancer (PCa). It is accompanied by progressive epigenomic divergence, known as epigenetic drift, particularly affecting DNA methylation at regulatory regions. However, the extent to which age-associated promoter methylation contributes to coordinated microRNA (miRNA) expression [...] Read more.
Background: Aging is the strongest risk factor for prostate cancer (PCa). It is accompanied by progressive epigenomic divergence, known as epigenetic drift, particularly affecting DNA methylation at regulatory regions. However, the extent to which age-associated promoter methylation contributes to coordinated microRNA (miRNA) expression changes in PCa remains incompletely characterized. Methods: We conducted an integrative in silico analysis of 449 primary tumors from the TCGA-PRAD cohort. Age was modeled as a continuous variable. Age-related miRNA expression changes were estimated from miRNA-seq data using DESeq2. Promoter DNA methylation changes (±2 kb from transcription start sites) were assessed using Illumina 450K arrays and linear regression. MiRNAs showing significant age-associated alterations at both expression and methylation levels were classified as concordant or discordant based on directionality and prioritized using an effect size-based concordance score. We analyzed experimentally validated targets of prioritized miRNAs through functional enrichment and network-based approaches to identify convergent regulatory pathways. Results: Initially, we identified 105 age-associated miRNAs. After filtering, 65 candidates remained. Of these, we found 37 miRNAs with significant age-associated changes at both layers, including 20 concordant and 17 discordant miRNAs. These comprised well-characterized cancer-associated miRNAs and lesser-studied candidates enriched in CpG-rich regulatory regions. Network analyses revealed a limited set of genes under convergent regulation by multiple age-associated miRNAs. These implicated pathways are related to cell cycle control, apoptosis, stress response, and epigenetic regulation. Conclusions: Our findings support a model in which age-dependent promoter methylation drift contributes to coordinated miRNA deregulation in PCa. This convergence highlights biologically plausible miRNA biomarkers and age-sensitive epigenetic circuits relevant to prostate carcinogenesis. Full article
(This article belongs to the Collection Feature Papers in Epigenomes)
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18 pages, 2172 KB  
Article
Game Theory and Artificial Life Models for Prostate Cancer Growth and the Evaluation of Therapeutic Regimens
by Dimitrios Morakis, Athanasia Kotini, Alexandra Giatromanolaki and Adam Adamopoulos
Appl. Biosci. 2026, 5(2), 31; https://doi.org/10.3390/applbiosci5020031 - 7 Apr 2026
Viewed by 119
Abstract
Castrate-resistant prostate cancer (PCa) is a critical situation in which many patients will relapse. Hormonal androgen deprivation therapy (HADT) is the gold standard of care when a patient relapses, following primary surgical or radiation therapy. Usually, the benefits from HADT are poor and [...] Read more.
Castrate-resistant prostate cancer (PCa) is a critical situation in which many patients will relapse. Hormonal androgen deprivation therapy (HADT) is the gold standard of care when a patient relapses, following primary surgical or radiation therapy. Usually, the benefits from HADT are poor and recurrent disease after HADT treatment is termed castrate-resistant prostate cancer (CRPC), which is in most cases fatal. The therapeutic regimens for CRPC include chemotherapy with docetaxel, immunotherapy agent sipuleucel-T, the taxane cabazitaxel, the CYP17 inhibitor abiraterone acetate and the androgen receptor (AR) antagonist enzalutamide. Thus, it is imperative to study the inherent property of prostate cancer cells, to resist therapy and reconsider the therapeutic protocols (continuous v’s intermittent). We make use of a hybrid mathematical model which consists of an extension of a very potent ordinary differential equation (ODE) Baez–Kuang model, combined with two Game Theory components: the Minority Game for adaptive behavior and the Axelrod model for heterogeneity behavior. Our study suggests that increasing tumor adaptability, through Minority Game dynamics, improves short-term prostatic-specific antigen (PSA) control and stabilizes therapy cycles. However, this comes at the cost of driving the tumor to a homogeneous, androgen-independent (AI) state, which is therapy-resistant. Conversely, maintaining heterogeneity, via Axelrod dynamics, sustains a mixed population, with androgen-dependent (AD) cells persisting longer and potentially delaying resistance emergence. Full article
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13 pages, 880 KB  
Article
Underestimation of Prostate Cancer Grade in Transperineal Fusion Biopsy and Its Predictive Factors: Correlation of Biopsy Findings with Post-Da Vinci Radical Prostatectomy Specimens
by Hubert Andrzej Krzepkowski, Tomasz Ząbkowski, Maciej Walędziak, Tomasz Waldemar Kamiński, Hubert Dąbrowski and Tomasz Syryło
J. Clin. Med. 2026, 15(7), 2780; https://doi.org/10.3390/jcm15072780 - 7 Apr 2026
Viewed by 122
Abstract
Background/Objectives: An accurate preoperative assessment of prostate cancer malignancy is crucial for risk stratification and selection of the optimal treatment strategy. This study assessed the concordance of Gleason scores between MRI–TRUS fusion biopsy and radical prostatectomy specimens, and identified clinical and histopathological [...] Read more.
Background/Objectives: An accurate preoperative assessment of prostate cancer malignancy is crucial for risk stratification and selection of the optimal treatment strategy. This study assessed the concordance of Gleason scores between MRI–TRUS fusion biopsy and radical prostatectomy specimens, and identified clinical and histopathological factors associated with post-procedural Gleason score upgrading. Methods: This retrospective analysis involved patients who underwent transperineal MRI–TRUS fusion biopsy followed by radical prostatectomy from 2020 to 2025. Concordance, upgrading, and downgrading of the Gleason score were assessed by comparing biopsy results with the final histopathological examination. Clinical parameters (age, PSA level, prostate volume, and PSA density) and histopathological features of biopsies (Gleason score and percentage of prostate lobes affected by cancer) were analyzed. Multivariate logistic regression models were stratified by PSA level (<10 ng/mL and >10 ng/mL). Results: Gleason score concordance was found in 53.1% of the 603 patients analyzed, upgrading in 29.9%, and downgrading in 17.1%. Higher Gleason scores on biopsy were independently associated with a lower risk of upgrading in the entire cohort and in both PSA subgroups. Larger tumor extent on biopsy was associated with a lower risk of upgrading, with heterogeneous dependencies between prostate lobes. The other clinical parameters showed no independent association with upgrading. Conclusions: Gleason score upgrading remains common after radical prostatectomy. The risk of this progression is primarily related to the histopathological features of the biopsy rather than to baseline clinical parameters, reflecting the limitations of biopsy as a sampling method and the biological heterogeneity of prostate cancer. Full article
(This article belongs to the Special Issue Urologic Oncology: From Diagnosis to Treatment)
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14 pages, 1240 KB  
Article
Long-Term Outcomes of Low-Dose-Rate Brachytherapy in Localized Prostate Cancer: A 17-Year Retrospective Analysis of a Single-Center Portuguese Cohort
by Carlos Rabaça, Domingos Roda, Guy Vieira, Bruno Pereira, Ricardo Godinho, Mário Lourenço, José Alberto Pereira, Margarida Regencio, Sofia Macedo and Amilcar Sismeiro
J. Clin. Med. 2026, 15(7), 2778; https://doi.org/10.3390/jcm15072778 - 7 Apr 2026
Viewed by 137
Abstract
Background/Objectives: Prostate cancer is one of the most common malignancies diagnosed in men worldwide. Brachytherapy (BT), particularly low-dose rate (LDR)-BT, has been shown to be a successful treatment. The aim of this study was to evaluate the effectiveness of BT treatment in [...] Read more.
Background/Objectives: Prostate cancer is one of the most common malignancies diagnosed in men worldwide. Brachytherapy (BT), particularly low-dose rate (LDR)-BT, has been shown to be a successful treatment. The aim of this study was to evaluate the effectiveness of BT treatment in localized prostate cancer patients from a single-center Portuguese cohort. Methods: This was a retrospective study that evaluated prostate cancer patients followed up at the Center for the Treatment of Urological Diseases, Coimbra, Portugal, who underwent LDR-BT between November 2007 and March 2024. Overall survival (OS), biochemical recurrence-free survival (BRFS) and complications post-LDR BT treatment were evaluated during patients’ follow-up time. Results: A total of 1343 patients treated with LDR-BT were recruited. Global OS and BRFS rates were 98.4% and 87.7%, respectively. A reduced frequency of complications such as lower urinary tract symptoms, erectile dysfunction, acute urinary retention, radiation proctitis and stress urinary incontinence were described. High OS (>98%) and BRFS rates were observed particularly in low and intermediate disease risk. Prostate-specific antigen (PSA) serum levels > 20 ng/mL, Gleason score (GS) ≥ 8 and clinical tumor stage (cT) ≥ T2c were identified as the strongest predictors of death and/or biochemical recurrence. Conclusions: BT is an effective treatment in localized prostate cancer patients, with comparable outcomes and consistent with the OS and BRFS rates reported in the current literature for radical prostatectomy and external beam radiotherapy approaches, and with a reduced frequency of complications. PSA serum levels > 20 ng/mL, GS ≥ 8 and cT stage ≥ T2c can be used as strong predictors of death and/or biochemical recurrence during patients’ follow-up. Full article
(This article belongs to the Section Nephrology & Urology)
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29 pages, 768 KB  
Review
Beyond Reanalysis: Critical Issues in Data Reuse for Solid Tumor Proteomics
by Federica Franzetti, Nicole Giugni, Manuel Airoldi, Heather Bondi, Tiziana Alberio and Mauro Fasano
Proteomes 2026, 14(2), 16; https://doi.org/10.3390/proteomes14020016 - 7 Apr 2026
Viewed by 253
Abstract
Proteomics represents a fundamental layer for understanding the molecular complexity of solid tumors by quantifying protein abundance and capturing proteoforms and post-translational modifications undetected in genomics or transcriptomics analyses. As mass spectrometry-based technologies and public proteomics repositories have expanded, opportunities for large-scale data [...] Read more.
Proteomics represents a fundamental layer for understanding the molecular complexity of solid tumors by quantifying protein abundance and capturing proteoforms and post-translational modifications undetected in genomics or transcriptomics analyses. As mass spectrometry-based technologies and public proteomics repositories have expanded, opportunities for large-scale data reuse have grown accordingly. Nevertheless, data availability has not been translated into straightforward reuse: differences in experimental design, acquisition strategies, quantification workflows and metadata quality still limit the reproducibility and cross-study comparability. In this review, proteomics data reuse is defined as the systematic reanalysis and integration of publicly available datasets to support precision oncology applications such as biomarker assessment and antibody–drug conjugate target prioritization. We discuss reuse as an end-to-end analytical process, focusing on data analysis workflows, harmonization strategies, and the impact of heterogeneous experimental and analytical choices on interoperability. The increased application of artificial intelligence in proteomics data integration and reuse is also addressed, highlighting its analytical potential while underscoring the risks of overinterpretation when biological context and data structure are not adequately considered. Using colorectal and prostate cancer as representative examples, we illustrate how proteomics data reuse can support biological discovery and translational research, while critically examining the factors that limit robustness and clinical relevance. Full article
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21 pages, 3297 KB  
Article
Lutetium-177 Radiolabeled Gold Nanoparticles for Prostate Cancer Theranostics
by Adamantia Apostolopoulou, Evangelia-Alexandra Salvanou, Christos Liolios, Stavros Xanthopoulos, Przemysław Koźmiński and Penelope Bouziotis
Nanomaterials 2026, 16(7), 441; https://doi.org/10.3390/nano16070441 - 4 Apr 2026
Viewed by 356
Abstract
Gold nanoparticles (AuNPs) have been extensively studied in cancer treatment research since they have special physicochemical characteristics such as facile surface functionalization with various chemical groups, low toxicity, favorable biocompatibility, and the ability to passively accumulate in tumors through the enhanced permeability and [...] Read more.
Gold nanoparticles (AuNPs) have been extensively studied in cancer treatment research since they have special physicochemical characteristics such as facile surface functionalization with various chemical groups, low toxicity, favorable biocompatibility, and the ability to passively accumulate in tumors through the enhanced permeability and retention (EPR) effect. Prostate cancer cells exhibit an overexpression of the Prostate-Specific Membrane Antigen (PSMA), which therefore represents an ideal candidate for the development of nanoplatforms targeting PSMA overexpressed on these cells. Lutetium-177 (177Lu) is a β-particle emitter with a half-life of 6.7 days. This radionuclide is very promising for the development of theranostic platforms as it emits β particles, which are suitable for therapy, and γ-photons, capable of SPECT imaging. The combination of 177Lu with AuNPs functionalized with PSMA for targeted delivery offers a promising tool for both diagnosis and therapy of prostate cancer. In this study, we focused on the synthesis and in vitro evaluation of PSMA-targeted AuNPs radiolabeled with 177Lu. The AuNPs were functionalized with the TADOTAGA chelator, which enables effective radiolabeling with the radiometal, as well as with a PSMA molecule, which comprises the PSMA targeting moiety (vehicle) of the nanoconstruct. Radiolabeling of the functionalized AuNPs with 177Lu was fast and robust. Subsequent studies focused on the in vitro stability and cellular interaction with two prostate cancer cell lines with different PSMA expression levels, in both 2D and 3D cell cultures, to assess effective targeting. Results indicate that radiolabeled AuNPs exhibit selective interaction with PSMA-expressing cells and present a stronger in vitro cytotoxic effect when functionalized with the PSMA molecule, confirming their potential as theranostic agents and warranting further investigation in LNCaP tumor-bearing mice. Full article
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18 pages, 2399 KB  
Article
Integrative Whole-Genome and Epigenome Profiling of cfDNA in Familial Prostate Cancer: Insights from a Pilot Study
by Anna Truda, Angela Cordella, Ilenia De Leo, Armando Di Palo, Roberta Iorio, Simona Marino, Roberto La Rocca, Claudia Collà Ruvolo, Nicoletta Potenza, Maria Ravo and Giovanna Marchese
Biomedicines 2026, 14(4), 818; https://doi.org/10.3390/biomedicines14040818 - 3 Apr 2026
Viewed by 330
Abstract
Background: Familial prostate cancer (PCa) accounts for nearly 20% of all PCa cases and is associated with increased genetic susceptibility and earlier disease onset. However, early detection and risk stratification in genetically predisposed individuals remain challenging. Circulating cell-free DNA (cfDNA) provides a minimally [...] Read more.
Background: Familial prostate cancer (PCa) accounts for nearly 20% of all PCa cases and is associated with increased genetic susceptibility and earlier disease onset. However, early detection and risk stratification in genetically predisposed individuals remain challenging. Circulating cell-free DNA (cfDNA) provides a minimally invasive source of tumor-derived genomic and epigenomic information. Integrating multi-omic cfDNA analyses may enhance the discovery of biomarkers relevant to familial PCa biology. Methods: We conducted a pilot feasibility study employing whole-genome, strand-specific sequencing of cfDNA from eight patients with familial PCa. A unified analytical pipeline was used to jointly profile genomic alterations and epigenomic features. Variant calling, methylation mapping, and allele-specific methylation (ASM) analysis were performed to identify somatic mutations, characterize epigenetic dysregulation, and explore potential interactions between genetic and epigenetic mechanisms. Results: Sequencing revealed 18,878 genetic variants, including 2276 potentially pathogenic alterations. We identified 26 recurrent high-impact mutations, such as stop-gain and start-loss variants, in genes including MUC4, MCM9, and SKA3. Epigenomic profiling demonstrated widespread gene-specific hypermethylation, consistent with transcriptional repression in these loci. ASM events were detected in TTC22, TEX51, WDR89, LAIR2, and SKA3, suggesting coordinated interactions between somatic variation and epigenetic regulation in familial PCa. Conclusions: This proof-of-concept study highlights the feasibility and potential of integrating whole-genome and epigenome profiling of cfDNA to decode the molecular architecture of familial prostate cancer. By jointly capturing genomic alterations and epigenetic signatures, including allele-specific methylation, this multi-omic liquid biopsy approach supports a high-resolution exploration of biologically relevant molecular features. Moreover, this integrated profiling strategy provides a minimally invasive and clinically scalable tool that may substantially improve risk assessment. These findings offer a promising foundation for future validation studies in larger cohorts, with the aim of advancing multi-omic cfDNA analysis as a next-generation technology in the field of precision oncologic epigenetics. Full article
(This article belongs to the Special Issue Genomics and Epitranscriptomics Regulation in Cancer)
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25 pages, 10947 KB  
Article
Single-Cell and Spatial Transcriptomics Reveal That TXNIP and BIRC3 Contribute to Human Prostate Tumor Progression
by Seyed Taleb Hosseini, Hossein Azizi and Thomas Skutella
Cells 2026, 15(7), 647; https://doi.org/10.3390/cells15070647 - 2 Apr 2026
Viewed by 357
Abstract
Prostate cancer is one of the most prevalent malignancies among men and remains a major clinical challenge due to the complex tumor microenvironment. Understanding gene expression dynamics at both cellular and spatial levels is essential for improving therapeutic strategies. In this study, we [...] Read more.
Prostate cancer is one of the most prevalent malignancies among men and remains a major clinical challenge due to the complex tumor microenvironment. Understanding gene expression dynamics at both cellular and spatial levels is essential for improving therapeutic strategies. In this study, we performed an integrated multi-omics analysis using single-cell RNA sequencing and spatial transcriptomics. scRNA-seq data from 15 prostate samples, including 8 normal and 7 tumor tissues, were analyzed to characterize distinct cellular populations. Spatial transcriptomic profiling was conducted on three FFPE prostate tissue sections, including adjacent normal tissue, acinar cell carcinoma, and invasive adenocarcinoma, using the standard 10x Genomics Visium FFPE platform (55 µm capture spots). Single-cell analysis revealed heterogeneity among epithelial, stromal, and immune cell populations, highlighting complex signaling networks in which myeloid cells may contribute to tumor progression through immune suppression and epithelial adaptability. Spatial transcriptomic analysis further identified region-specific expression patterns and spatially restricted tumor niches, including the regional establishment of TXNIP and BIRC3 as genes associated with metabolic stress and inflammatory survival pathways. The spatial colocalization of BIRC3 with tumor vasculature in invasive carcinoma tissue suggests a novel interaction. Our discoveries using an integrated single-cell and spatial transcriptomic approach reveal a high-resolution molecular map of prostate cancer with spatial features that may provide further therapeutic investigation. Full article
(This article belongs to the Special Issue The Spatial and Temporal Dynamics of the Tumor Microenvironment)
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17 pages, 3564 KB  
Article
Decreased Tissue Sodium Concentration in Suspected Prostate Cancer Detected by Internal-Reference 23Na MRI: A Prospective Exploratory Study
by Anne Adlung, Niklas Westhoff, Daniel Hausmann, Stefan O. Schoenberg, Dominik Nörenberg, Frank G. Zöllner and Fabian Tollens
Diagnostics 2026, 16(7), 1064; https://doi.org/10.3390/diagnostics16071064 - 1 Apr 2026
Viewed by 331
Abstract
Objectives: To evaluate Sodium Magnetic Resonance (23Na MR) images of prostate cancer (PCa) and quantify tissue sodium concentration (TSC) based on internal references. Methods: Forty-six patients with clinically suspected prostate cancer were included into a prospective study. The patients [...] Read more.
Objectives: To evaluate Sodium Magnetic Resonance (23Na MR) images of prostate cancer (PCa) and quantify tissue sodium concentration (TSC) based on internal references. Methods: Forty-six patients with clinically suspected prostate cancer were included into a prospective study. The patients underwent multiparametric MRI and an additional 23Na MRI examination of the prostate, performed at 3T (Magnetom Skyra, Siemens Healthineers, Erlangen, Germany) using a dual-tuned 1H/23Na body-coil (Rapid Biomedical, Rimpar, Germany) to acquire a 3D radial density-adapted 23Na sequence. Three-dimensional regions of interest (ROI) were defined within the femoral blood vessels, which were used as an internal reference for TSC quantification. Prostate zones and tumor ROIs were defined and TSC was evaluated for each ROI. Results: TSC quantification based on femoral blood vessels demonstrated good stability since mean absolute TSC difference between right and left regions of interest in the blood vessels was 3.3 ± 2.2 mM. TSC in the peripheral zone (40.7 ± 6.0 mM) was significantly higher than in the transition zone (37.5 ± 5.7 mM). Nine suspicious lesions (PI-RADS 4 and 5) were identified in eight men, all with biopsy-proven PCa with Gleason scores of ≥3 + 3. TSC in prostate cancer was significantly lower than in contralateral healthy regions, 32.2 ± 5.5 mM and 36.1 ± 3.9 mM, respectively (p = 0.018). Conclusions: TSC quantification of prostate tissue based on internal references is feasible and reliable. TSC was significantly decreased within prostate cancer, which represents a quantitative imaging biomarker that could potentially improve PCa characterization and risk stratification. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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26 pages, 738 KB  
Review
Emerging Therapeutic Targets in Castration-Resistant Prostate Cancer
by Sashana Dixon, Nicola Ewen Hall, Karelys Diaz-Davila, Helen A. Crentsil, Ana M. Castejon and Richard N. L. Lamptey
Onco 2026, 6(2), 19; https://doi.org/10.3390/onco6020019 - 1 Apr 2026
Viewed by 344
Abstract
Metastatic castration-resistant prostate cancer (mCRPC) is a prevalent malignancy marked by molecular heterogeneity, which contributes to resistance to standard therapies and poor clinical prognosis. Advances in genomic and transcriptomic profiling have identified key drivers such as alterations in AR, TP53, PTEN, and RB1, [...] Read more.
Metastatic castration-resistant prostate cancer (mCRPC) is a prevalent malignancy marked by molecular heterogeneity, which contributes to resistance to standard therapies and poor clinical prognosis. Advances in genomic and transcriptomic profiling have identified key drivers such as alterations in AR, TP53, PTEN, and RB1, which also enable cancer cells to circumvent therapies. Despite such advances, the underlying mechanisms involved in mCRPC drug resistance are complex, creating an urgent need for novel therapies to improve clinical outcomes. To address this clinical problem, strategies focused on targeting underlying molecular and metabolic supportive pathways using nano-delivery systems of diverse drugs could be promising in both CRPC and mCRPC therapy. This review provides an overview of the current understanding of the genomic and microenvironmental landscape of mCRPC and explores emerging classification frameworks aimed at improving patient outcomes. We highlight the potential of integrative multi-omics approaches to inform precision oncology and guide the development of more effective, personalized treatments for prostate cancer therapy. Full article
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16 pages, 3039 KB  
Article
A Preclinical Study of a PSMA Ligand-Based Dual-Modality Probe for Radical Prostatectomy
by Haoxi Zhou, Zhiqiang Chen, Long Yi, Baojun Wang, Shaoxi Niu, Yu Gao and Xu Zhang
Pharmaceuticals 2026, 19(4), 564; https://doi.org/10.3390/ph19040564 - 1 Apr 2026
Viewed by 338
Abstract
Purpose: Prostate-specific membrane antigen (PSMA) is a well-established molecular target in prostate cancer (PCa). Both radionuclide imaging and near-infrared fluorescence (NIRF) imaging offer high sensitivity for in vivo tumor detection. PSMA-targeted dual-modality probes integrating these two imaging techniques provide complementary preoperative and [...] Read more.
Purpose: Prostate-specific membrane antigen (PSMA) is a well-established molecular target in prostate cancer (PCa). Both radionuclide imaging and near-infrared fluorescence (NIRF) imaging offer high sensitivity for in vivo tumor detection. PSMA-targeted dual-modality probes integrating these two imaging techniques provide complementary preoperative and intraoperative tumor visualization, thereby improving surgical guidance in PCa. In this study, we aimed to develop a novel dual-labeled PSMA probe combining radioactive and fluorescent properties to achieve precise tumor delineation during radical prostatectomy (RP). Methods: A high-affinity PSMA-targeted fluorescent probe (PSMA-DF) was synthesized using solid-phase synthesis. Subsequent radiolabeling with the radionuclide [68Ga]Ga yielded the successful generation of a dual-modal PSMA-targeted molecular probe, namely [68Ga]Ga-PSMA-DF. The probe was systematically evaluated both in vitro and in vivo, and its safety profile was assessed through acute toxicity testing. Tumor-bearing nude mouse models were established using PSMA-positive 22Rv1 and PSMA-negative PC-3 PCa cell lines. Imaging performance, tumor-targeting specificity, and biodistribution of the probe were comprehensively evaluated using micro-PET imaging, in vivo fluorescence imaging, and biodistribution studies. Results: High-quality and high-purity PSMA-DF was successfully prepared, which exhibited excellent optical properties. Following radiolabeling with [68Ga]Ga, a dual-modality radionuclide-fluorescence probe ([68Ga]Ga-PSMA-DF) was successfully constructed. In vitro cellular uptake studies demonstrated that 22Rv1 cells had relatively high uptake of the probe, reaching 7.34 ± 0.55 IA%/106 cells at 120 min. In contrast, PC-3 cells and blocked 22Rv1 cells displayed minimal uptake, confirming the specific targeting ability of the probe. In vivo evaluations were conducted on tumor-bearing mice using micro-PET/CT and NIRF imaging. The results revealed that [68Ga]Ga-PSMA-DF achieved high specific tumor accumulation in 22Rv1 xenografts, with the peak tumor uptake (SUVmax = 1.748 ± 0.132) and tumor-to-muscle ratio (11.542 ± 1.511) observed at 120 min. Notably, high-contrast fluorescence imaging was also achieved at later time points, yielding a tumor-to-background ratio (TBR) of 6.559 ± 1.415 at 48 h. Notably, ex vivo biodistribution data were consistent with in vivo imaging findings. Conclusions: This preclinical study demonstrates that [68Ga]Ga-PSMA-DF exhibits high and specific uptake in PCa models, supporting its potential as a dual-modality tracer for both PET/CT imaging and real-time intraoperative fluorescence guidance during PCa surgery. Full article
(This article belongs to the Section Medicinal Chemistry)
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14 pages, 514 KB  
Article
Prognostic Value of the SUVmax–IPI Composite Score on Overall Survival in Metastatic Prostate Cancer
by Emine Türkmen, Atike Pınar Erdoğan, Mustafa Şahbazlar, Gözde Mütevelizade and Ferhat Ekinci
J. Clin. Med. 2026, 15(7), 2655; https://doi.org/10.3390/jcm15072655 - 31 Mar 2026
Viewed by 241
Abstract
Objective: This study aimed to evaluate the prognostic value of the SUVmax–IPI composite score, generated by integrating the maximum standardized uptake value (SUVmax) derived from metastatic 68Ga-PSMA PET/CT imaging with the inflammatory prognostic index (IPI), in predicting overall survival in patients with [...] Read more.
Objective: This study aimed to evaluate the prognostic value of the SUVmax–IPI composite score, generated by integrating the maximum standardized uptake value (SUVmax) derived from metastatic 68Ga-PSMA PET/CT imaging with the inflammatory prognostic index (IPI), in predicting overall survival in patients with metastatic prostate cancer. Materials and Methods: This retrospective, single-center cohort study included 146 patients diagnosed with metastatic prostate adenocarcinoma between 2009 and 2025. Among them, 125 patients with available PET/CT imaging were included in the SUVmax–IPI analysis. The composite score was calculated by multiplying the metastatic SUVmax value by the IPI. The optimal cut-off value was determined using receiver operating characteristic curve analysis. Overall survival was evaluated using the Kaplan–Meier method and compared using the log-rank test. Independent prognostic factors were identified using multivariable Cox proportional hazards regression analysis with a forward (stepwise) selection approach. Results: Using the predefined cut-off value (82), the median overall survival was 125 months in patients with SUVmax–IPI ≤ 82 and 19 months in those with SUVmax–IPI > 82 (log-rank p = 0.001). In the forward multivariable Cox regression model, SUVmax–IPI > 82 remained independently associated with worse overall survival after adjustment for ALP, AST, PSA nadir, and androgen deprivation modality (hazard ratio [HR]: 7.92; 95% confidence interval [CI]: 2.97–21.10; p < 0.001). Conclusions: The SUVmax–IPI composite score, integrating PSMA PET/CT-derived metabolic tumor activity with systemic inflammatory burden, is independently associated with overall survival in metastatic prostate cancer. These findings suggest that combining metabolic and inflammatory parameters may enhance prognostic stratification beyond conventional clinical and biochemical markers. Full article
(This article belongs to the Special Issue Novel Diagnostic and Therapeutic Approaches to Urologic Oncology)
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20 pages, 1982 KB  
Article
Revisiting the F3 Peptide: In Vitro Investigations of C- and N-Terminally Modified Peptide Conjugates for Radiotracer Development
by Maximilian Anderla, Marlene Grillmayr, Katharina Huemer and Thomas L. Mindt
Pharmaceuticals 2026, 19(4), 558; https://doi.org/10.3390/ph19040558 - 31 Mar 2026
Viewed by 344
Abstract
Background/Objectives: The F3 peptide, a tumor-homing peptide known to bind cell-surface nucleolin, is frequently employed as a targeting vector in cancer research. However, the impact of the modification site on its cellular binding properties has not been investigated yet. In this work, [...] Read more.
Background/Objectives: The F3 peptide, a tumor-homing peptide known to bind cell-surface nucleolin, is frequently employed as a targeting vector in cancer research. However, the impact of the modification site on its cellular binding properties has not been investigated yet. In this work, we aimed to design an improved F3-based radioconjugate by identifying the optimal conjugation site and establishing a protocol for its biological evaluation in vitro. To achieve this, we compared F3 peptide derivatives modified at their N- or C-termini with DOTA for complexation of indium-111 (111In) for SPECT or Auger electron therapy or a fluorophore (FITC) for optical imaging. Methods: N-and C-terminal DOTA-modified F3 peptides were radiolabeled with indium-111 and compared for their in vitro stability in different physiologically relevant media. Suitable nucleolin-positive cell lines for further in vitro studies were identified by confocal microscopy of a FITC-labeled F3 peptide derivative. The radioconjugates were then investigated on MDA-MB-231 (breast cancer) and PC-3 (prostate cancer) cells for nucleolin-specific cell binding and uptake, and several parameters of the in vitro assays were varied to establish a suitable protocol. Results: In general, in vitro assays with F3 peptide conjugates are challenging, as the outcome depends on a number of experimental parameters, leading, in some cases, to varying results. In particular, the presence of Ca2+ and Mg2+ had a decisive impact on the results, likely because the metal ions compete with the binding of F3 conjugates to nucleolin. The C-terminal modified, 111In-labeled F3 radioconjugate performed better than the N-terminal modified analog. While several parameters of the in vitro experiments were optimized, the overall cell uptake in vitro of radioactivity was still low (<2% of applied radioactivity). Conclusions: A standardized in vitro protocol for evaluating F3 peptide conjugates on cancer cells was established, revealing that the C-terminus is the preferred site for modification. Because the cellular uptake of the radiotracer was shown to likely not be sufficient for radiotracer development, further studies on the optimization of the F3 peptide conjugates, including structural modifications, are required. Full article
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15 pages, 273 KB  
Review
Using ctDNA to Inform Adjuvant Therapy for Urologic Malignancies
by Rajvi Goradia, Taylor Goodstein, Debasish Sundi, Akshay Sood, Shawn Dason and Eric A. Singer
Cancers 2026, 18(7), 1121; https://doi.org/10.3390/cancers18071121 - 31 Mar 2026
Viewed by 363
Abstract
Decisions regarding the use of adjuvant systemic therapy in genitourinary (GU) malignancies—including bladder, kidney, and prostate cancers—are currently driven by clinicopathologic risk factors, which incompletely capture individual risk of residual disease. Consequently, patient selection for adjuvant treatment remains imprecise, leading to both overtreatment [...] Read more.
Decisions regarding the use of adjuvant systemic therapy in genitourinary (GU) malignancies—including bladder, kidney, and prostate cancers—are currently driven by clinicopathologic risk factors, which incompletely capture individual risk of residual disease. Consequently, patient selection for adjuvant treatment remains imprecise, leading to both overtreatment of cancers unlikely to recur and undertreatment of those with occult residual disease. Circulating tumor DNA (ctDNA), a minimally invasive liquid biopsy biomarker for minimal residual disease, has emerged as a promising tool to refine adjuvant treatment decision-making. Detection of ctDNA reflects persistent tumor-derived genomic material and often precedes radiographic recurrence, whereas ctDNA negativity is consistently associated with favorable oncologic outcomes. In this review, we summarize the evolving evidence supporting the use of ctDNA to guide adjuvant therapy decisions in bladder, kidney, and prostate cancers. This is not a comprehensive review on all of the potential applications of ctDNA in these malignancies. Rather, we aim to highlight disease-specific, adjuvant-guiding applications, including post-neoadjuvant and post-cystectomy decision-making in bladder cancer and emerging proof-of-concept data in renal cell carcinoma, and explore the potential application of ctDNA in the post-prostatectomy setting. Collectively, these data suggest that ctDNA may enable a paradigm shift toward biologically informed escalation and de-escalation of adjuvant therapy across GU malignancies, while underscoring the need for prospective validation in biomarker-driven clinical trials. Full article
(This article belongs to the Special Issue Clinical Trials and Evolving Treatment Paradigms in Urologic Cancers)
20 pages, 1673 KB  
Article
Genomic Analysis of Puerto Rican Hispanic/Latino Men with Prostate Cancer
by Jamie K. Teer, Gilberto Ruiz Deya, Sol V. Pérez-Mártir, Jong Y. Park, Jose Oliveras, Julie Dutil and Jaime Matta
Cancers 2026, 18(7), 1091; https://doi.org/10.3390/cancers18071091 - 27 Mar 2026
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Abstract
Background/Objectives: Puerto Rican Hispanic/Latino (PR H/L) men experience a heightened incidence and mortality rate of aggressive forms of prostate cancer. The underlying causes of this increased disease burden likely include a complex interplay of socio-economic and biological factors. This pilot study leveraged the [...] Read more.
Background/Objectives: Puerto Rican Hispanic/Latino (PR H/L) men experience a heightened incidence and mortality rate of aggressive forms of prostate cancer. The underlying causes of this increased disease burden likely include a complex interplay of socio-economic and biological factors. This pilot study leveraged the first cancer tissue biobank at a Hispanic-Serving Institution (Puerto Rico BioBank) and aimed to provide an initial description of the genomic features of prostate cancer in 35 PR H/L men. Methods: Whole-exome and RNA sequencing were performed on prostate adenocarcinoma tumor samples to investigate the genomic features associated with prostate cancer. Results: Our analysis suggests that mutation profiles and gene expression pattern differences are observed in this population and may be associated with disease aggressiveness and progression. Notably, mutations in TP53 and TMPRSS2-ERG gene fusions, which are common in broader populations, were less prevalent in the PR H/L cohort. Conclusions: While this study contributes to the understanding of ethnicity-specific genetic factors in prostate cancer, underscoring the need for inclusive genomic studies, continued expansion to larger cohorts of patients under-represented in large genomic studies will be needed to more robustly characterize the full range of genomic features of prostate cancer. A broader understanding of the genomic features of prostate cancer in PR H/L men may lead to future opportunities for delivering more personalized prognoses and treatment options, helping to ensure that treatment advances and better outcomes are available to all patients. Full article
(This article belongs to the Section Cancer Biomarkers)
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