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Keywords = cancer markers

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16 pages, 2676 KB  
Article
HER2 Interactome Profiling Reveals MARCKS as a Candidate Marker Associated with Aggressive Breast Cancer
by Atsushi Yokoyama, Shun Sawatsubashi, Akiko Ebata, Yasuhiro Miki, Yuri Otsubo and Takashi Suzuki
Cancers 2025, 17(17), 2882; https://doi.org/10.3390/cancers17172882 (registering DOI) - 2 Sep 2025
Abstract
Background/Objectives: HER2, a critical diagnostic marker and therapeutic target in breast cancer, is a membrane receptor that forms diverse signaling complexes, the constituents of which have not been fully characterized in actual breast cancer tissues. Methods: In this study, we applied the Rapid [...] Read more.
Background/Objectives: HER2, a critical diagnostic marker and therapeutic target in breast cancer, is a membrane receptor that forms diverse signaling complexes, the constituents of which have not been fully characterized in actual breast cancer tissues. Methods: In this study, we applied the Rapid Immunoprecipitation Mass Spectrometry of Endogenous Proteins (RIME) method, originally developed to explore transcription factor complexes, to identify the complexes formed by HER2 in HER2-positive breast cancer specimens. Results: Through our approach, we successfully identified multiple complex components, including MARCKS, a novel HER2-interacting partner, which we verified using both proximal ligation assay in cultured cells and immunohistochemistry in tissue sections. TCGA analysis further revealed that high MARCKS expression significantly correlates with ER negativity, as confirmed by multivariate analysis, suggesting its potential role as a prognostic indicator in aggressive breast cancer subtypes. Conclusions: These results demonstrate the capability of RIME to elucidate interactomes of membrane proteins such as HER2 in clinical tissue specimens. Furthermore, this study highlights its broader applicability beyond nuclear proteins, underscoring its potential for discovering novel prognostic and diagnostic clinical markers in diverse cancer types. Full article
(This article belongs to the Special Issue Breast Cancer: Biomarkers of Diagnosis and Prognosis)
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31 pages, 4629 KB  
Article
Mandragora autumnalis: Phytochemical Composition, Antioxidant and Anti-Cancerous Bioactivities on Triple-Negative Breast Cancer Cells
by Ghosoon Albahri, Adnan Badran, Heba Hellany, Serine Baydoun, Rola Abdallah, Mohamad Alame, Akram Hijazi, Marc Maresca and Elias Baydoun
Int. J. Mol. Sci. 2025, 26(17), 8506; https://doi.org/10.3390/ijms26178506 (registering DOI) - 1 Sep 2025
Abstract
Breast cancer is a common and chronic condition, and despite improvements in diagnosis, treatment, and prevention, the number of cases of breast cancer is rising annually. New therapeutic drugs that target specific checkpoints should be created to fight breast cancer. Mandragora autumnalis possesses [...] Read more.
Breast cancer is a common and chronic condition, and despite improvements in diagnosis, treatment, and prevention, the number of cases of breast cancer is rising annually. New therapeutic drugs that target specific checkpoints should be created to fight breast cancer. Mandragora autumnalis possesses substantial cultural value as a herb and is regarded as one of the most significant medicinal plants; however, little is known about its anticancerous biological activity and chemopreventive molecular pathways against the triple-negative breast cancer (MDA-MB-231) cell line. In this study, the antioxidant, anticancer, and underlying molecular mechanisms of the Mandragora autumnalis ethanolic leaves extract (MAE) were evaluated, and its phytochemical composition was determined. Results indicated that MAE diminished the viability of MDA-MB-231 cells in a concentration- and time-dependent manner. Although MAE exhibited 55% radical scavenging activity at higher concentrations in the 2,2-diphenyl-1-picrylhydrazyl (DPPH) assay, the attenuation of its cytotoxic effects in MDA-MB-231 cells with N-acetylcysteine (NAC) co-treatment suggests a potential role of oxidative stress. Additionally, MAE caused an increase in the tumor suppressor p53. Moreover, this extract caused a significant decrease in the expression of Ki-67 (a cellular proliferation marker), MMP-9 (matrix metalloproteinase-9, an enzyme involved in extracellular matrix degradation and metastasis), and STAT-3 (a transcription factor regulating cell growth and survival). Also, MAE altered cell cycle, cell migration, angiogenesis, invasion, aggregation, and adhesion to suppress cellular processes linked to metastasis. All of our research points to MAE’s potential to function as an anticancer agent and opens up new possibilities for the development of innovative triple-negative breast cancer treatments. Full article
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12 pages, 531 KB  
Article
Diagnostic Value of Simple Ultrasound Features and Inflammatory Markers in Postmenopausal Ovarian Cysts
by Balazs Erdodi, Gergo Jozsef Szollosi, David Ratonyi, Laszlo Varadi, Zoard Tibor Krasznai and Attila Jakab
Diagnostics 2025, 15(17), 2220; https://doi.org/10.3390/diagnostics15172220 - 1 Sep 2025
Abstract
Background: The management of ovarian cysts in postmenopausal women is still a diagnostic dilemma. Although ultrasound is the diagnostic cornerstone of the initial assessment, it is limited by its interpretation in cases without clear morphological features of malignancy. Objectives: The aim of this [...] Read more.
Background: The management of ovarian cysts in postmenopausal women is still a diagnostic dilemma. Although ultrasound is the diagnostic cornerstone of the initial assessment, it is limited by its interpretation in cases without clear morphological features of malignancy. Objectives: The aim of this study was to assess whether the addition of grayscale ultrasound features with inflammatory markers including the neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) can improve diagnostic accuracy in the identification of malignant ovarian lesions as compared to benign cysts in postmenopausal women. Methods: A total of 103 surgically removed adnexal masses were examined retrospectively. Ultrasound morphology was categorized to either simple or complex while NLR and PLR were calculated from preoperative full blood counts. The reference standard was histopathology. Results: Of the 103 cysts taken out, 74 cysts (71.8%) were benign while 29 cysts (28.2%) were malignant. Complex morphology was shown by all malignant lesions. NLR values in malignancy vs. benignancy showed a mean NLR of 4.96 ± 2.3 in the malignant cases, while it was 2.56 ± 1.2 in the benign cases (p < 0.001). In a similar fashion, the PLR was 198.4 ± 45.1 in malignant compared to 134.2 ± 32.7 in benign cases (p < 0.001). In the group of complex cysts (n = 52), NLR and PLR were compared to differentiate between malignant and benign lesions. In logistic regression, complex morphology was an independent predictor of malignancy, while NLR showed a positive, non-significant trend; PLR was not independently associated. Conclusions: Use of NLR and PLR in combination with grayscale ultrasonographic morphology improves the diagnostic characterization of postmenopausal women with adnexal masses. This easy, cost-effective method might aid in better triage and surgery planning. Full article
(This article belongs to the Special Issue Advances in Diagnosis of Gynecological Cancers)
23 pages, 863 KB  
Article
EBUS-TBNA for Diagnosis and Staging of Lung Cancer: A Retrospective Regional Analysis Integrating Clinical and Molecular Data (EXPoSURE Score)
by Gabriela Marina Andrei, Natalia Motaș, Virginia Maria Rădulescu, Nina Ionovici, Marius Bunescu, Daniela Luminița Zob, Viorel Biciușcă, Florentina Dumitrescu, Eugenia Andreea Marcu, Ramona Cioboată and Mihai Olteanu
J. Clin. Med. 2025, 14(17), 6179; https://doi.org/10.3390/jcm14176179 (registering DOI) - 1 Sep 2025
Abstract
Background/Objectives: Lung cancer remains the leading cause of cancer-related mortality worldwide, with a high proportion of cases diagnosed at advanced stages. Accurate mediastinal staging is essential to guide optimal therapeutic decisions. This study aimed to evaluate the diagnostic performance of endobronchial ultrasound-guided [...] Read more.
Background/Objectives: Lung cancer remains the leading cause of cancer-related mortality worldwide, with a high proportion of cases diagnosed at advanced stages. Accurate mediastinal staging is essential to guide optimal therapeutic decisions. This study aimed to evaluate the diagnostic performance of endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) and to develop a composite clinical–molecular score (EXPoSURE) for risk stratification. Methods: A retrospective study was performed that included 131 patients diagnosed with lung cancer between December 2023 and December 2024 at a regional oncology center in Oltenia, Romania. All patients underwent bronchoscopy and EBUS-TBNA using a standardized protocol. Clinical, pathological, and molecular data were collected to assess diagnostic yield, staging performance, and the association with molecular markers. The EXPoSURE score integrated PD-L1, p63, EGFR status, comorbidities, histological type, and TNM stage. Results: EBUS-TBNA provided a conclusive diagnosis in 91.6% of cases, with a low rebiopsy rate of 8.4% and no requirement for mediastinoscopy. Most patients (68%) were diagnosed at stage IV. PD-L1, p63, and EGFR expression showed no significant correlation with TNM stage, while the EXPoSURE score demonstrated promising stratification capability. Occupational exposure appeared to influence disease severity in some subgroups, although further validation is needed. Conclusions: EBUS-TBNA is a valuable, safe, and effective approach for minimally invasive diagnosis and mediastinal staging of lung cancer. The proposed EXPoSURE composite score may contribute to a multidimensional risk assessment, supporting more tailored management strategies and warranting prospective validation. Full article
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18 pages, 2265 KB  
Article
Krill Oil Mitigates Cisplatin-Induced Ovarian Toxicity via Attenuation of Oxidative Stress and Inflammatory Pathways
by Erson Aksu and Oytun Erbas
Curr. Issues Mol. Biol. 2025, 47(9), 708; https://doi.org/10.3390/cimb47090708 (registering DOI) - 1 Sep 2025
Abstract
Cisplatin remains a cornerstone chemotherapeutic agent; however, its off-target gonadotoxicity poses a significant risk for premature ovarian failure (POF) and infertility in young women. Strategies to preserve ovarian function during chemotherapy are critically needed. To investigate the protective effects of krill oil supplementation [...] Read more.
Cisplatin remains a cornerstone chemotherapeutic agent; however, its off-target gonadotoxicity poses a significant risk for premature ovarian failure (POF) and infertility in young women. Strategies to preserve ovarian function during chemotherapy are critically needed. To investigate the protective effects of krill oil supplementation against cisplatin-induced ovarian damage in a rat model, with a focus on oxidative stress, inflammation, follicular dynamics, and stromal fibrosis. Twenty-one adult female Wistar albino rats were randomized into three groups: control, cisplatin-treated, and cisplatin + krill oil-treated. Ovarian toxicity was induced via intraperitoneal injection of cisplatin (2.5 mg/kg, twice weekly for four weeks). Krill oil (4 mL/kg/day) was administered orally during the same period. Ovarian histopathology, follicle counts (primordial, primary, secondary, tertiary), stromal fibrosis, and biochemical markers, including plasma anti-Müllerian hormone (AMH), malondialdehyde (MDA), tumor necrosis factor-alpha (TNF-α), interleukin-1 beta (IL-1β), and ovarian levels of nuclear factor erythroid 2-related factor 2 (Nrf2), Toll-like receptor 4 (TLR4), TNF-α, NOD-like receptor family pyrin domain containing 3 (NLRP3), and IL-1β were evaluated. Cisplatin significantly reduced primordial, primary, secondary, and tertiary follicle counts while increasing stromal fibrosis (p < 0.001). Krill oil co-treatment notably ameliorated follicular depletion—improving follicle counts by 38.16%, 54.74%, 62.5%, 40.43%, respectively—and reduced fibrosis (p = 0.017). Biochemically, cisplatin decreased AMH levels and Nrf2 expression while elevating MDA, TNF-α, TLR4, NLRP3, and IL-1β levels (p < 0.001). Krill oil supplementation restored AMH (p = 0.002) and Nrf2 (p = 0.003) levels, while reducing MDA (p = 0.009), NLRP3 (p < 0.001), ovarian IL-1β (p = 0.005), plasma IL-1β (p < 0.001), TLR4 (p = 0.001), plasma TNF-α (p = 0.001), and ovarian TNF-α (p < 0.001), compared to the cisplatin group. Krill oil exerts significant antioxidant and anti-inflammatory effects, offering a promising strategy to mitigate cisplatin-induced ovarian damage and preserve fertility in young cancer patients. Full article
(This article belongs to the Section Molecular Medicine)
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52 pages, 10321 KB  
Article
Prognostic Significance of WWOX/HIF1A Ratio in Cancer Subtypes: Insights into Metabolism, ECM, and EMT
by Izabela Baryła, Raneem Y. Hammouz, Kinga Maciejek and Andrzej K. Bednarek
Biology 2025, 14(9), 1151; https://doi.org/10.3390/biology14091151 - 1 Sep 2025
Abstract
WWOX and HIF1α proteins are involved in cancer progression; their functions are closely related. WWOX binds HIF1α through its WW domains, sequestering it in the cytoplasm and inhibiting its transcriptional activity. This study evaluates the prognostic significance of the WWOX/HIF1A interaction [...] Read more.
WWOX and HIF1α proteins are involved in cancer progression; their functions are closely related. WWOX binds HIF1α through its WW domains, sequestering it in the cytoplasm and inhibiting its transcriptional activity. This study evaluates the prognostic significance of the WWOX/HIF1A interaction across cancers, breast cancer subtypes, glioblastoma (GBM), low-grade glioma (LGG), and hepatocellular carcinoma (HCC) through gene expression and pathway analysis focused on metabolism, ECM, and epithelial–mesenchymal transition. In breast cancer, metabolic pathways correlated with good prognosis in basal subtypes. HER2 subtypes showed enrichment in DNA replication pathways. Luminal A subtypes showed favourable prognosis via TNF and PI3K/AKT signalling, while luminal B subtypes had poor prognosis tied to metabolic activity; genes associated with good prognosis mirrored those tied to poor prognosis in luminal A. In HCC, enhanced metabolic activity was associated with good prognosis. In contrast, poor prognosis involved TNF signalling and cytoskeleton-related pathways, indicating more aggressive tumour behaviour. In LGG, good prognosis was linked to metabolic and cAMP pathways, while poor outcomes involved TNF, cell cycle, apoptosis, and focal adhesion pathways. GBM showed similar patterns: metabolic and cAMP pathways indicated better outcomes, while NFKB, TNF, JAK-STAT, and PI3K/AKT pathways marked poor prognosis. These findings suggest the WWOX/HIF1A ratio is a robust prognostic marker and a possible guide for developing targeted treatments. Full article
(This article belongs to the Section Cancer Biology)
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21 pages, 553 KB  
Article
Comparative Prognostic Role of PLR and NLR in Colon Cancer: A Retrospective Analysis of Preoperative Inflammatory Markers
by Roxana Loriana Negrut, Adrian Cote, Bogdan Feder, Florian Dorel Bodog and Adrian Marius Maghiar
Medicina 2025, 61(9), 1580; https://doi.org/10.3390/medicina61091580 - 31 Aug 2025
Abstract
Systemic inflammation plays a key role in cancer progression, and markers such as neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) have gained attention as potential prognostic tools in colorectal cancer. However, their comparative utility in colon cancer remains unclear. Objective: This study [...] Read more.
Systemic inflammation plays a key role in cancer progression, and markers such as neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) have gained attention as potential prognostic tools in colorectal cancer. However, their comparative utility in colon cancer remains unclear. Objective: This study was aimed to assess and compare the prognostic value of preoperative NLR and PLR in evaluating tumor aggressiveness in colon cancer patients undergoing elective surgery. Methods: We conducted a retrospective observational study on 64 patients with histologically confirmed colon cancer treated between 2019 and 2022. Only elective cases were included; rectal and emergency surgeries were excluded. Demographic, clinical, pathological, and laboratory data were collected. Tumor aggressiveness was assessed based on tumor size, histologic grade, lymphovascular and perineural invasion, and lymph node involvement. Statistical analysis included Pearson correlation, ANCOVA, logistic regression, and principal component analysis (PCA). Results: PLR showed a significant positive correlation with tumor size (r = 0.428, p < 0.001) and tumor stage (r = 0.314, p = 0.012), whereas NLR did not. Logistic regression and PCA indicated that PLR better reflected tumor burden, while NLR was more associated with systemic inflammation. Neither marker significantly predicted postoperative complications or in-hospital mortality. Conclusions: PLR may serve as a useful, non-invasive biomarker for assessing tumor aggressiveness in colon cancer, supporting its integration into preoperative risk stratification. The results from this single-center, retrospective cohort showed moderate associations between PLR and tumor size and stage, whereas NLR did not. These findings are hypothesis-generating and insufficient for clinical implementation; prospective, adequately powered studies with survival endpoints are required. Full article
(This article belongs to the Section Oncology)
39 pages, 10524 KB  
Article
Ecballium elaterium (L.) A. Rich. (Squirting Cucumber) Plants Cultured Under Different Temperatures: Anatomical and Biochemical Modifications of Their Leaves and the Bioactivity of Leaf Extracts
by Aikaterina L. Stefi, Maria Chalkiadaki, Emily Bashari, Konstantina Mitsigiorgi, Paweł Szczeblewski, Danae Papageorgiou, Dimitrios Gkikas, Dido Vassilacopoulou, Nikolaos S. Christodoulakis and Maria Halabalaki
Metabolites 2025, 15(9), 585; https://doi.org/10.3390/metabo15090585 (registering DOI) - 31 Aug 2025
Abstract
Background/Objectives: Ecballium elaterium is a widely distributed species and is one of the earliest recorded in traditional medicine. With global temperatures rising, this study aimed to investigate the changes in E. elaterium plantlets subjected to thermal stress. The goal was to understand how [...] Read more.
Background/Objectives: Ecballium elaterium is a widely distributed species and is one of the earliest recorded in traditional medicine. With global temperatures rising, this study aimed to investigate the changes in E. elaterium plantlets subjected to thermal stress. The goal was to understand how thermal stress affects morphology, physiology, and bioactive metabolite production, both for ecological adaptation and potential therapeutic applications. Methods: Seedlings were cultivated under controlled conditions and subjected to either the control temperature (22 °C) or the heat stress temperature (35 °C) for one week. Morphological and anatomical traits were assessed, along with physiological parameters such as chlorophyll content, malondialdehyde (MDA), hydrogen peroxide (H2O2), L-proline, soluble sugars, and total phenolic content. Methanolic leaf extracts from both groups were analyzed via LC-HRMS/MS and examined in vitro for cytotoxic activity against three human cancer cell lines: MCF-7 (breast), DU-145 (prostate), and SH-SY5Y (neuroblastoma). Results: Heat stress reduced dry mass and stomatal density but increased the diameter of the root transition zone, indicating anatomical adaptation. Leaves exhibited elevated oxidative stress markers and altered metabolite accumulation, while the roots showed a more integrated stress response. LC-HRMS/MS profiling revealed significant shifts in Cucurbitacin composition. Extracts from heat-stressed plants displayed stronger cytotoxicity, particularly toward DU-145 and SH-SY5Y cells, correlating with higher levels of glycosylated Cucurbitacins. Conclusions: E. elaterium demonstrates organ-specific thermotolerance mechanisms, with heat stress enhancing the production of bioactive metabolites. These stress-induced phytochemicals, especially Cucurbitacins, hold promise for future cancer research and therapeutic applications. Full article
(This article belongs to the Section Plant Metabolism)
22 pages, 10977 KB  
Article
Identification of GREM-1 and GAS6 as Specific Biomarkers for Cancer-Associated Fibroblasts Derived from Patients with Non-Small-Cell Lung Cancer
by Bo-Guen Kim, Kyunghee Park, Mina Hwang, Hyewon Lee, Kyung-Mi Park, Junsu Choe, Sun Hye Shin, Byeong-Ho Jeong, Kyungjong Lee, Junghee Lee, Yeong Jeong Jeon, Jong Ho Cho, Hong Kwan Kim, Woong-Yang Park and Sang-Won Um
Cancers 2025, 17(17), 2858; https://doi.org/10.3390/cancers17172858 - 30 Aug 2025
Abstract
Background/Objectives: Cancer-associated fibroblasts (CAFs) play a pivotal role in the tumor microenvironment. We conducted an analysis using RNA sequencing to identify specific markers for CAFs compared to normal fibroblasts (NFs) in non-small-cell carcinoma (NSCLC). Methods: CAFs and NFs were isolated and cultured from [...] Read more.
Background/Objectives: Cancer-associated fibroblasts (CAFs) play a pivotal role in the tumor microenvironment. We conducted an analysis using RNA sequencing to identify specific markers for CAFs compared to normal fibroblasts (NFs) in non-small-cell carcinoma (NSCLC). Methods: CAFs and NFs were isolated and cultured from tumor tissues (primary tumor or metastatic lymph nodes) and matched non-tumor tissues, respectively. Bulk RNA sequencing was conducted on isolated CAFs and normal fibroblast NFs. Differential expressions, gene set enrichment, and CAF subpopulation prediction analyses were performed. Results: During the study period, 27 CAFs and 12 NFs were isolated and cultured from tumor and non-tumor tissues in patients with treatment-naïve NSCLC. Among them, 22 CAFs and 11 NFs were included in the RNA sequencing analysis. The 22 CAF samples consisted of 12 adenocarcinomas and 10 squamous cell carcinomas (SqCC), with 16 samples from the lungs and 6 samples from the lymph nodes. Notably, COL11A1, GREM1, CD36, and GAS6 showed a higher expression in CAFs than in NFs, whereas TNC and CXCL2 were more abundantly expressed in NFs. CD36 levels were elevated in CAFs from lymph nodes (LN-CAFs) compared with those from lung specimens (Lung-CAFs) and NFs. COL11A1 levels in Lung-CAFs surpassed those in LN-CAFs and NFs. Both GREM1 and GAS6 showed a strong expression in Lung-CAFs and LN-CAFs relative to NFs. CAFs exhibited features of the myofibroblast CAF subpopulation, whereas NFs displayed traits of the antigen-presenting CAF subtype. In the co-culture model of CAFs and THP-1 cells, the knockdown of GREM1 or GAS6 in CAFs significantly decreased the M2 marker expression in macrophages. Conclusions: In NSCLC, GREM1 and GAS6 can be valuable diagnostic targets for CAFs from primary tumors and metastatic sites; they warrant further study. Full article
(This article belongs to the Special Issue Predictive Biomarkers for Lung Cancer)
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21 pages, 1284 KB  
Review
Putative Role of Tie2-Expressing Monocytes/Macrophages in Colorectal Cancer Progression Through Enhancement of Angiogenesis and Metastasis
by Eman Amin M. Ali, Alaa Muayad Altaie, Iman M. Talaat and Rifat Hamoudi
Cancers 2025, 17(17), 2856; https://doi.org/10.3390/cancers17172856 (registering DOI) - 30 Aug 2025
Abstract
Colorectal cancer (CRC) is a major global health burden and a leading cause of cancer-related mortality, with metastasis representing the primary cause of death. Angiogenesis plays a critical role in this process, and macrophages within the tumor microenvironment (TME) are its key regulators. [...] Read more.
Colorectal cancer (CRC) is a major global health burden and a leading cause of cancer-related mortality, with metastasis representing the primary cause of death. Angiogenesis plays a critical role in this process, and macrophages within the tumor microenvironment (TME) are its key regulators. Among these, Tie2-expressing macrophages (TEMs) constitute a distinct pro-angiogenic subset that localizes to perivascular regions and responds to angiopoietin2 (Ang2) signaling. Moreover, TEMs contribute to vessel destabilization and the formation of permissive niches for cancer cell intravasation, linking them to both angiogenic and non-angiogenic modes of malignant tumor progression. The significance of TEMs in CRC remains controversial. This controversy, as we noticed, stems from a confluence of methodological challenges, lack of standardized markers, small-scale studies, inconsistent findings across studies, and the inherent complexity of both CRC biology and macrophage biology. Evidence from preclinical models and patient samples highlights the correlation between Ang2/Tie2 activity, TEM infiltration, and poor prognosis in CRC. This review summarizes current knowledge on the role of TEMs and the Ang/Tie2 axis in CRC angiogenesis, metastasis, and resistance to anti-angiogenic therapies. Advancing our understanding of TEMs may enable novel macrophage-focused strategies to inhibit CRC progression and improve patient outcomes. Full article
(This article belongs to the Special Issue The Tumor Microenvironment: Interplay Between Immune Cells)
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24 pages, 4011 KB  
Article
Computational Discovery of Selective Carbonic Anhydrase IX (CA IX) Inhibitors via Pharmacophore Modeling and Molecular Simulations for Cancer Therapy
by Nahlah Makki Almansour
Int. J. Mol. Sci. 2025, 26(17), 8465; https://doi.org/10.3390/ijms26178465 (registering DOI) - 30 Aug 2025
Abstract
Carbonic anhydrase IX (CA IX) is a transmembrane metalloenzyme that is increased in tumor cells under hypoxia and plays an important role in solid tumor acidification. It is a marker of tumor hypoxia and a prognostic factor in human malignancies. Given the critical [...] Read more.
Carbonic anhydrase IX (CA IX) is a transmembrane metalloenzyme that is increased in tumor cells under hypoxia and plays an important role in solid tumor acidification. It is a marker of tumor hypoxia and a prognostic factor in human malignancies. Given the critical role of CA IX and their over expression in many cancer tissues, they have emerged as a promising target for developing novel anticancer therapeutics. In this study we designed a pharmacophore model based on known inhibitors to screen small compound libraries to discover potential inhibitors of CA IX. Molecular docking experiments discovered that four compounds ZINC613262012, ZINC427910039, ZINC616453231, and DB00482 exhibited a strong binding affinity towards CA IX, mimicking the interaction pattern similar to native inhibitors. Molecular dynamics simulations and an MM-PBSA analysis revealed ZINC613262012, ZINC427910039, and DB00482 as the most potential and stable inhibitors with the binding free energies −10.92, −18.77, and −12.29 kcal/mol, respectively. In addition, DFT-based analyses supported their favorable electronic properties, further validating their potential as CA IX inhibitors. These three hits demonstrated a greater stability and compactness relative to the known inhibitors, suggesting these might be used CA IX inhibitors to treat tumors. Full article
12 pages, 416 KB  
Article
High RAS Allele Frequency Signals Increased Risk of TERT Promoter Mutations in Thyroid Tumors
by Coralie Lefebvre, Hannah Greenspoon, Kayla E. Payne, Emily Steinberg, Felicia Tewfik, Gianluca Savoia, Sabrina Daniela da Silva, Marc Pusztaszeri, Véronique-Isabelle Forest and Richard J. Payne
Cancers 2025, 17(17), 2851; https://doi.org/10.3390/cancers17172851 - 30 Aug 2025
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Abstract
Background/Objectives: RAS mutations are among the most common genetic alterations in thyroid cancer and are generally associated with less aggressive behavior. However, when co-occurring with TERT (telomerase reverse transcriptase) promoter mutations, known markers of poor prognosis, tumors exhibit markedly more aggressive features. The [...] Read more.
Background/Objectives: RAS mutations are among the most common genetic alterations in thyroid cancer and are generally associated with less aggressive behavior. However, when co-occurring with TERT (telomerase reverse transcriptase) promoter mutations, known markers of poor prognosis, tumors exhibit markedly more aggressive features. The allele frequency (AF) of RAS may serve as a potential indicator of clonal dominance and the likelihood of additional high-risk mutations, such as TERT mutation. This study aims to assess whether a high RAS AF correlates with the presence of coexisting TERT promoter mutations and other molecular alterations. Methods: A retrospective chart review was performed on 111 patients with thyroid nodules harboring RAS mutations, either alone or in combination with TERT promoter mutations. All patients underwent molecular testing with ThyroSeq v3 and subsequent thyroidectomy at McGill University teaching hospitals. RAS AF was analyzed in relation to TERT mutation status, nodule size, and other molecular alterations including copy number alterations (CNA) and gene expression profiles (GEP). Results: The mean RAS AF was significantly higher in nodules with both RAS and TERT mutations (38.1%) compared to those with RAS mutations alone (22.1%) (p = 0.002). Nodules with coexisting TERT mutations were also significantly larger (mean size: 3.7 cm vs. 2.4 cm; p = 0.005). Malignant nodules, regardless of TERT status, showed a trend toward higher RAS AF than benign nodules (23.0% vs. 16.3%; p = 0.052). Higher RAS AF was also associated with the presence of CNA and/or GEP positivity. Notably, GEP was positive in 100% of nodules with both RAS and TERT mutations, compared to 37.5% in RAS-only nodules (p = 0.002). Conclusions: A high RAS AF increases the likelihood of a TERT promoter mutation and other genetic alterations, highlighting the importance of RAS AF in optimizing patient care and management. Full article
(This article belongs to the Section Molecular Cancer Biology)
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30 pages, 58453 KB  
Article
Time- and Dose-Dependent Effects of Irradiation on Endothelial and Tumor Endothelial Cells: Transcriptional, Molecular, and Functional Changes Driving Activation In Vitro and In Vivo
by Iva Santek, Gregor Sersa and Bostjan Markelc
Cancers 2025, 17(17), 2842; https://doi.org/10.3390/cancers17172842 - 29 Aug 2025
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Abstract
Background: Irradiation (IR) targets cancer cells, but also the tumor microenvironment, including the tumor’s blood vessels. In addition to tumor endothelial cell (TEC) apoptosis, IR can lead to TEC activation, potentially increasing immune cell infiltration. However, the changes underlying the IR-induced activation of [...] Read more.
Background: Irradiation (IR) targets cancer cells, but also the tumor microenvironment, including the tumor’s blood vessels. In addition to tumor endothelial cell (TEC) apoptosis, IR can lead to TEC activation, potentially increasing immune cell infiltration. However, the changes underlying the IR-induced activation of endothelial cells (ECs) are poorly understood. This study investigated dose- and time-dependent molecular and functional responses of murine and human EC lines to IR in vitro and TECs in vivo in murine tumor models of colorectal carcinoma. Methods: HUVEC, EA.hy926, and Hulec5a, as well as murine bEND.3, 2H11, and SVEC4-10 EC lines, were irradiated with single doses of 2–10 Gy. EC proliferation and survival after IR were assessed by staining all nuclei (Hoechst 33342) and dead cells (propidium iodide) every 24 h for 5 days using the Cytation 1 Cell Imaging Multi-Mode Reader. RNA sequencing analysis of HUVECs irradiated with 2 Gy and 5 Gy at 24 h and 72 h after IR was conducted, focusing on processes related to EC activation. To validate the RNA sequencing results, immunofluorescence staining for proteins related to EC activation, including Stimulator of Interferon Response cGAMP Interactor 1 (STING), Nuclear factor kappa B (NF-κβ), and Vascular cell adhesion molecule 1 (VCAM-1), was performed. To validate the in vitro results, the response of TEC in vivo was analyzed using publicly available RNA sequencing data of TECs isolated from MC38 colon carcinoma irradiated with a single dose of 15 Gy. Finally, murine CT26 colon carcinoma tumors were immunofluorescently stained for STING and NF-κβ 24 and 48 h after IR with a clinically relevant fractionated regimen of 5 × 5 Gy. Results: Doses of 2, 4, 6, 8, and 10 Gy led to a dose-dependent decrease in proliferation and increased death of ECs. RNA sequencing analysis showed that the effects on the transcriptome of HUVECs were most pronounced 72 h after IR with 5 Gy, with 1014 genes (661 down-regulated and 353 up-regulated) being significantly differentially expressed. Irradiation with 5 Gy resulted in HUVEC activation, with up-regulation of the immune system and extracellular matrix genes, such as STING1 (log2FC = 0.81) and SELE (log2FC = 1.09), respectively; and down-regulation of cell cycle markers. Furthermore, IR led to the up-regulation of immune response- and extracellular matrix (ECM)-associated signaling pathways, including NF-κβ signaling and ECM–receptor interaction, which was also observed in the transcriptome of irradiated murine TECs in vivo. This was confirmed at the protein level with higher expressions of the EC activation-associated proteins STING, NF-κβ, and VCAM-1 in irradiated HUVECs and irradiated TECs in vivo. Conclusions: IR induces changes in ECs and TECs, supporting their activation in dose- and time-dependent manners, potentially contributing to the anti-tumor immune response, which may potentially increase the infiltration of immune cells into the tumor and thus, improve the overall efficacy of RT, especially in combination with immune checkpoint inhibitors. Full article
(This article belongs to the Special Issue Radiosensitivity and Radiotoxicity in Cancer)
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10 pages, 313 KB  
Article
Effectiveness of Multi-Layer Perceptron-Based Binary Classification Neural Network in Detecting Breast Cancer Through Nine Human Serum Protein Markers
by Eun-Gyeong Lee, Jaihong Han, Seeyoun Lee, Sung-Soo Kim, Young-Min Park, Dong-Eun Lee, Yumi Kim, Dong-Young Noh and So-Youn Jung
Cancers 2025, 17(17), 2832; https://doi.org/10.3390/cancers17172832 - 29 Aug 2025
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Abstract
Background/Objectives: A newly developed nine-protein serum signature has been utilized to enhance the accuracy of an existing three-protein signature used as a blood-based diagnostic tool. This study used the new nine-protein serum signature to evaluate the clinical sensitivity and specificity of a [...] Read more.
Background/Objectives: A newly developed nine-protein serum signature has been utilized to enhance the accuracy of an existing three-protein signature used as a blood-based diagnostic tool. This study used the new nine-protein serum signature to evaluate the clinical sensitivity and specificity of a medical device designed to test the clinical performance of an artificial intelligence algorithm. Methods: A blood-based test using multiple reaction monitoring via mass spectrometry was performed to quantify nine proteins (APOC1, CHL1, FN1, VWF, PPBP, CLU, PRDX6, PRG4, and MMP9) in serum samples from 243 healthy controls and 222 patients with breast cancer. Results: Based on cutoff values determined by an artificial intelligence-based deep learning model, the sensitivity and specificity of the nine-protein signature in diagnosing breast cancer among all participants was 83.3% and 88.1%, respectively, whereas those of the three-protein signature were 71.6% and 85.3%, respectively. The assay yielded a positive predictive value of 86.5% for breast cancer and 13.6% for healthy controls, with corresponding negative predictive values of 14.7% and 85.3%, respectively. The accuracies of nine- and three-protein signatures were 85.8% (area under the receiver operating characteristic curve: 0.8526) and 77.0%, respectively. Conclusions: The nine-protein signature may help detect breast cancer more accurately and effectively than the three-protein signature. Full article
(This article belongs to the Section Cancer Biomarkers)
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16 pages, 3954 KB  
Article
Liposomal Doxorubicin, but Not Platinum-Taxane, Supports MHC-II Expression and Immune Maturation in the Ovarian Tumor Microenvironment
by Hyojae Lee, Xiao-Lei Chen, Duygu Ozmadenci, Elise Tahon, Terrance J. Haanan, Breana Hill, Safir Ullah Khan, Antonia Boyer, David D. Schlaepfer and Dwayne Stupack
Cancers 2025, 17(17), 2827; https://doi.org/10.3390/cancers17172827 - 29 Aug 2025
Viewed by 108
Abstract
Background: Ovarian cancer is an immunologically cold tumor that is treated with surgery and a chemotherapy regimen of platinum agents with taxanes. Paradoxically, elevated levels of several immune markers are effective at predicting prognosis for patients with ovarian cancer, though it is not [...] Read more.
Background: Ovarian cancer is an immunologically cold tumor that is treated with surgery and a chemotherapy regimen of platinum agents with taxanes. Paradoxically, elevated levels of several immune markers are effective at predicting prognosis for patients with ovarian cancer, though it is not clear how chemotherapy might influence this. Chemotherapy elicits immunogenic cell death, yet tumor-controlling doses of chemotherapy are also immunotoxic. Objectives: To evaluate interactions of chemotherapy with the immune system, we studied the impact of chemotherapy in an aggressive mouse model of ovarian cancer developed within our lab. Methods: Using a single-cell transcriptomics sequencing approach, supported by flow cytometry, we evaluated the influence of a first-line therapy, cisplatin and docetaxel, and a second-line therapy, pegylated liposomal doxorubicin (PLD), on control of tumor growth and on tumor-associated immune populations of cells. Results: Both chemotherapy approaches were effective at controlling tumor growth and selectively depleted tumor cells from distinct transcriptional clusters. Both chemotherapies also resulted in relative increases in immune populations compared to untreated tumor-bearing mice, but immune populations from PLD-treated mice were more abundant and expressed a greater fraction of maturity-associated transcripts and increased proportions of tumor resident macrophage populations. PLD treatment selectively upregulated MHC class II on tumor cells, and this could be replicated in vitro across ovarian cancer cell lines and in patient tumor cells ex vivo. Conclusions: Altogether, the results support the notion that PLD has a greater capacity for immunopotentiation, which may be important to consider if immunotherapy approaches are adapted for ovarian tumors in the future. Full article
(This article belongs to the Section Cancer Therapy)
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