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Search Results (379)

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21 pages, 896 KiB  
Article
Insights into FGFR4 (rs351855 and rs7708357) Gene Variants, Ki-67 and p53 in Pituitary Adenoma Pathophysiology
by Martyna Juskiene, Monika Duseikaite, Alvita Vilkeviciute, Egle Kariniauske, Ieva Baikstiene, Jurgita Makstiene, Lina Poskiene, Arimantas Tamasauskas, Rasa Liutkeviciene, Rasa Verkauskiene and Birute Zilaitiene
Int. J. Mol. Sci. 2025, 26(15), 7565; https://doi.org/10.3390/ijms26157565 - 5 Aug 2025
Abstract
To determine the association between FGFR4 (rs351855 and rs7708357) gene variants, serum levels, and immunohistochemical markers (Ki-67 and p53) in pituitary adenoma (PA), a case-control study was conducted involving 300 subjects divided into two groups: the control group (n = 200) and [...] Read more.
To determine the association between FGFR4 (rs351855 and rs7708357) gene variants, serum levels, and immunohistochemical markers (Ki-67 and p53) in pituitary adenoma (PA), a case-control study was conducted involving 300 subjects divided into two groups: the control group (n = 200) and a group of PA (n = 100). The genotyping of FGFR4 rs351855 and rs7708357 was carried out using the real-time polymerase chain reaction (RT-PCR) method. The serum FGFR4 levels were measured using the ELISA method. Immunohistochemical analysis (Ki-67 and p53) was conducted. Statistical analysis of the data was performed using IBM SPSS Statistics 30.0 software. There were no statistically significant differences after analyzing the genotypes and alleles of FGFR4 rs351855 and rs7708357 in patients with PA and control groups (all p > 0.05). After evaluating the distribution of genotypes and alleles of FGFR4 rs351855 and rs7708357 in micro/macro, invasiveness, activity, and recurrence of PA and the control groups, the analysis showed no statistically significant differences between the groups (p > 0.05). Similarly, no significant differences in FGFR4 levels were observed between PA patients and control group (median (IQR): 3642.41 (1755.08) pg/mL vs. 3126.24 (1334.15) pg/mL, p = 0.121). Immunohistochemistry for Ki-67 revealed a labeling index (LI) of <1% in 25.5% of patients with PA, an LI of 1% in 10.9%, and an LI of >1% in 63.6% of patients. Further analyses showed no statistically significant associations with tumor size, invasiveness, activity, or recurrence. Immunohistochemistry for p53 revealed that macroadenomas had a significantly higher p53 H-score compared to microadenomas (median (IQR): 30.33 (28.68) vs. 18.34 (17.65), p = 0.005). Additionally, a moderate, statistically significant positive correlation between the Ki-67 LI and the p53 expression was found (Spearman’s ρ = 0.443, p = 0.003, n = 43). FGFR4 variants and serum protein levels were not significantly associated with PA risk or tumor features. Conversely, immunohistochemical markers Ki-67 and p53 were more informative, with higher p53 expression in macroadenomas and a moderate positive correlation between Ki-67 and p53, highlighting their potential relevance in tumor growth assessment. Full article
(This article belongs to the Section Molecular Endocrinology and Metabolism)
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19 pages, 3705 KiB  
Article
YAP/TAZ Promote GLUT1 Expression and Are Associated with Prognosis in Endometrial Cancer
by Masayuki Fujita, Makoto Orisaka, Tetsuya Mizutani, Yuko Fujita, Toshimichi Onuma, Hideaki Tsuyoshi and Yoshio Yoshida
Cancers 2025, 17(15), 2554; https://doi.org/10.3390/cancers17152554 - 1 Aug 2025
Viewed by 135
Abstract
Background/Objectives: Yes-associated protein (YAP) and transcriptional coactivator with PDZ-binding motif (TAZ) function as effectors in the Hippo pathway and have attracted attention due to their association with tumor formation. Glucose transporter (GLUT) proteins also contribute to the proliferation of cancer cells. In [...] Read more.
Background/Objectives: Yes-associated protein (YAP) and transcriptional coactivator with PDZ-binding motif (TAZ) function as effectors in the Hippo pathway and have attracted attention due to their association with tumor formation. Glucose transporter (GLUT) proteins also contribute to the proliferation of cancer cells. In this study, we investigated the effect of YAP/TAZ on GLUT1 expression in endometrial carcinoma, as well as the clinical relevance and prognostic value of YAP/TAZ. Methods: The effects of YAP and TAZ knockdown and YAP overexpression on GLUT1 expression in human endometrial carcinoma-derived HHUA and Ishikawa cells were evaluated using RT-qPCR. In addition, we performed immunohistochemical expression of 100 tissue samples of diagnosed endometrial carcinoma. Based on staining intensity and the percentage of positively stained tumor cells, the immunoreactivity score was calculated, which ranged from 0 to 12. Results: YAP/TAZ were identified as important factors in the regulation of GLUT1 expression in HHUA and Ishikawa cells. In addition, a significant correlation (progression-free survival p < 0.05) was observed between TAZ and GLUT1 expression in tissues from endometrial carcinoma patients, and nuclear expression of TAZ was associated with poor prognosis (p < 0.05). Conclusions: YAP/TAZ promote tumor growth via GLUT1. Therapeutic targeting of YAP/TAZ could therefore be useful in the development of future treatments. Full article
(This article belongs to the Section Clinical Research of Cancer)
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15 pages, 7649 KiB  
Article
S100A14 as a Potential Biomarker of the Colorectal Serrated Neoplasia Pathway
by Pierre Adam, Catherine Salée, Florence Quesada Calvo, Arnaud Lavergne, Angela-Maria Merli, Charlotte Massot, Noëlla Blétard, Joan Somja, Dominique Baiwir, Gabriel Mazzucchelli, Carla Coimbra Marques, Philippe Delvenne, Edouard Louis and Marie-Alice Meuwis
Int. J. Mol. Sci. 2025, 26(15), 7401; https://doi.org/10.3390/ijms26157401 - 31 Jul 2025
Viewed by 255
Abstract
Accounting for 15–30% of colorectal cancer cases, the serrated pathway remains poorly characterized compared to the adenoma–carcinoma sequence. It involves sessile serrated lesions as precursors and is characterized by BRAF mutations (BRAFV600E), CpG island hypermethylation, and microsatellite instability (MSI). Using label-free [...] Read more.
Accounting for 15–30% of colorectal cancer cases, the serrated pathway remains poorly characterized compared to the adenoma–carcinoma sequence. It involves sessile serrated lesions as precursors and is characterized by BRAF mutations (BRAFV600E), CpG island hypermethylation, and microsatellite instability (MSI). Using label-free proteomics, we compared normal tissue margins from patients with diverticular disease, sessile serrated lesions, low-grade adenomas, and high-grade adenomas. We identified S100A14 as significantly overexpressed in sessile serrated lesions compared to low-grade adenomas, high-grade adenomas, and normal tissues. This overexpression was confirmed by immunohistochemical scoring in an independent cohort. Gene expression analyses of public datasets showed higher S100A14 expression in BRAFV600E-mutated and MSI-H colorectal cancers compared to microsatellite stable BRAFwt tumors. This finding was confirmed by immunohistochemical scoring in an independent colorectal cancer cohort. Furthermore, single-cell RNA sequencing analysis from the Human Colon Cancer Atlas revealed that S100A14 expression in tumor cells positively correlated with the abundance of tumoral CD8+ cytotoxic T cells, particularly the CD8+ CXCL13+ subset, known for its association with a favorable response to immunotherapy. Collectively, our results demonstrate for the first time that S100A14 is a potential biomarker of serrated neoplasia and further suggests its potential role in predicting immunotherapy responses in colorectal cancer. Full article
(This article belongs to the Special Issue Molecular Diagnosis and Treatment of Colorectal Cancer)
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19 pages, 8798 KiB  
Article
Identification of Common Cancer Antigens Useful for Specific Immunotherapies to Colorectal Cancer and Liver Metastases
by Jun Kataoka, Kazumasa Takenouchi, Toshihiro Suzuki, Kazunobu Ohnuki, Yuichiro Tsukada, Naoto Gotohda, Masaaki Ito and Tetsuya Nakatsura
Int. J. Mol. Sci. 2025, 26(15), 7402; https://doi.org/10.3390/ijms26157402 - 31 Jul 2025
Viewed by 319
Abstract
Stage IV colorectal cancer has a poor prognosis, and liver metastases are prone to recurrence, even after resection. This study aimed to identify common cancer antigens, using immunohistochemical staining, as promising targets for antigen-specific immunotherapies in colorectal cancer. We analyzed expression levels and [...] Read more.
Stage IV colorectal cancer has a poor prognosis, and liver metastases are prone to recurrence, even after resection. This study aimed to identify common cancer antigens, using immunohistochemical staining, as promising targets for antigen-specific immunotherapies in colorectal cancer. We analyzed expression levels and intracellular localization of seven common cancer antigens, CLDN1, EphB4, LAT1, FOXM1, HSP105α, ROBO1, and SPARC, and human leukocyte antigen (HLA) class I via immunohistochemical staining of 85 surgical specimens from primaries and liver metastases. Staining intensity and positive staining were scored to evaluate antigen expression. In 25 primaries, seven cancer antigens were expressed in 88–96% of cases, while HLA class I was expressed on the cell membrane in 80.0% of cases. In 60 liver metastases, FOXM1 and SPARC expression were approximately half that observed in the primaries. Other antigens and HLA class I were highly expressed in both. Most of the primaries and liver metastases may benefit from chimeric antigen receptor-T cell therapy targeting CLDN1, EphB4, and LAT1. Cases with high HLA class I expression may be suitable for vaccine-based and T cell receptor-T cell therapy targeting CLDN1, EphB4, LAT1, FOXM1, HSP105α, ROBO1, and SPARC for primaries and targeting antigens, excluding FOXM1 and SPARC, for liver metastases. Full article
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17 pages, 1937 KiB  
Article
Detection of Protein Carbonylation in Gingival Biopsies from Periodontitis Patients with or Without Diabetes Mellitus—A Pilot Study
by Alexandra Efthymiou, Pinelopi Anastasiadou, Eleftherios Anagnostou, George Koliakos, Sotirios Kalfas and Ioannis Vouros
Dent. J. 2025, 13(7), 328; https://doi.org/10.3390/dj13070328 - 18 Jul 2025
Viewed by 864
Abstract
Background: Protein carbonylation is an irreversible post-translational modification that is considered indicative of oxidative damage. Objective: The purpose of the study was to examine by an immunohistochemical method for the first time the extent and localization of protein carbonylation in biopsies of gingiva [...] Read more.
Background: Protein carbonylation is an irreversible post-translational modification that is considered indicative of oxidative damage. Objective: The purpose of the study was to examine by an immunohistochemical method for the first time the extent and localization of protein carbonylation in biopsies of gingiva from periodontitis patients with or without diabetes mellitus (DM). Methods: These were processed for immunohistochemical staining of the carbonylated proteins, using the ENVISIOM FLEX Mini Kit, high pH, and anti-dinitrophenyl (DNP) antibody, a marker of oxidative damage to a given protein. The extent of protein carbonylation was semi-quantitatively estimated and evaluated by calculation of the Allred score (percentage of stained cells × intensity of staining). Results: The biopsies from periodontitis patients with diabetes mellitus (DM) exhibited higher staining scores as per the percentage of positively stained cells than the biopsies from patients with only periodontitis (means of 49.2 and 16.7, respectively), the difference being statistically significant (p = 0.036). The same trend was observed in the case of the combination of the above with the intensity of staining (score parameter) as well (means of 59.6 and 20.8, p = 0.036, respectively). Conclusions: An immunohistochemical method with the novelty of utilization for the first time of the anti-dinitrophenyl (DNP) antibody in gingival tissues was introduced and showed efficacy in detecting protein carbonylation indicative of oxidative stress and its impact in the pathogenesis of these two prevalent diseases of periodontitis and diabetes mellitus. Full article
(This article belongs to the Section Oral Hygiene, Periodontology and Peri-implant Diseases)
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13 pages, 974 KiB  
Article
G-Protein-Coupled Estrogen Receptor (GPER) in Inflammatory Myopathies
by Delia Righi, Diego Lopergolo, Nila Volpi, Daniela Franci, Paola Lorenzoni, Margherita Aglianò, Gianna Berti, Carlo Manco, Nicola De Stefano and Federica Ginanneschi
Neurol. Int. 2025, 17(7), 109; https://doi.org/10.3390/neurolint17070109 - 17 Jul 2025
Viewed by 227
Abstract
Background/Objectives: Given the multifaceted role of estrogen hormones in skeletal muscle pathophysiology and their well-established immunomodulatory properties, this study aimed to characterize the expression of the G-protein-coupled estrogen receptor (GPER) in patients with inflammatory myopathies (IM). Methods: Immunohistochemical analysis was performed [...] Read more.
Background/Objectives: Given the multifaceted role of estrogen hormones in skeletal muscle pathophysiology and their well-established immunomodulatory properties, this study aimed to characterize the expression of the G-protein-coupled estrogen receptor (GPER) in patients with inflammatory myopathies (IM). Methods: Immunohistochemical analysis was performed on muscle biopsies from 13 patients with IM, 11 with non-inflammatory myopathies (N.IM), and 5control subjects. Intergroup differences in GPER score were statistically evaluated. We performed an analysis based on the Visual Analog Scale (VAS). The scoring system evaluates overall pathology (VAS score) based on four distinct components: inflammation, vascular involvement, myopathic changes, and connective tissue alterations. Results: Immunolocalization analysis demonstrated that GPER is constitutively expressed in human skeletal muscle and is upregulated in IM. Enhanced expression included both sarcolemmal and intracellular membrane localization. Notably, GPER upregulation showed a positive correlation with the severity of tissue inflammation. The IM group had significantly higher VAS scores compared to both the N.IM and control groups. Conclusions: We provide the first histopathological characterization of GPER expression in human skeletal muscle. In IM, GPER upregulation may play a protective role by negatively modulating the release of inflammatory mediators, as suggested by experimental evidence from other models of inflammation. The emerging therapeutic development of GPER agonists may represent a promising avenue for the treatment of inflammatory myopathies. Full article
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15 pages, 1341 KiB  
Article
Stratifying Breast Lesion Risk Using BI-RADS: A Correlative Study of Imaging and Histopathology
by Sebastian Ciurescu, Simona Cerbu, Ciprian Nicușor Dima, Victor Buciu, Denis Mihai Șerban, Diana Gabriela Ilaș and Ioan Sas
Medicina 2025, 61(7), 1245; https://doi.org/10.3390/medicina61071245 - 10 Jul 2025
Viewed by 384
Abstract
Background and Objectives: The accuracy of breast cancer diagnosis depends on the concordance between imaging features and pathological findings. While BI-RADS (Breast Imaging Reporting and Data System) provides standardized risk stratification, its correlation with histologic grade and immunohistochemical markers remains underexplored. This [...] Read more.
Background and Objectives: The accuracy of breast cancer diagnosis depends on the concordance between imaging features and pathological findings. While BI-RADS (Breast Imaging Reporting and Data System) provides standardized risk stratification, its correlation with histologic grade and immunohistochemical markers remains underexplored. This study assessed the diagnostic performance of BI-RADS 3, 4, and 5 classifications and their association with tumor grade and markers such as ER, PR, HER2, and Ki-67. Materials and Methods: In this prospective study, 67 women aged 33–82 years (mean 56.4) underwent both mammography and ultrasound. All lesions were biopsied using ultrasound-guided 14G core needles. Imaging characteristics (e.g., margins, echogenicity, calcifications), histopathological subtype, and immunohistochemical data were collected. Statistical methods included logistic regression, Chi-square tests, and Spearman’s correlation to assess associations between BI-RADS, histology, and immunohistochemical markers. Results: BI-RADS 5 lesions showed a 91% malignancy rate. Evaluated features included spiculated margins, pleomorphic microcalcifications, and hypoechoic masses with posterior shadowing, and were correlated with histological and immunohistochemical results. Invasive tumors typically appeared as irregular, hypoechoic masses with posterior shadowing, while mucinous carcinomas mimicked benign features. Higher BI-RADS scores correlated significantly with increased Ki-67 index (ρ = 0.76, p < 0.001). Logistic regression yielded an AUC of 0.877, with 93.8% sensitivity and 80.0% specificity. Conclusions: BI-RADS scoring effectively predicts malignancy and correlates with tumor proliferative markers. Integrating imaging, histopathology, and molecular profiling enhances diagnostic precision and supports risk-adapted clinical management in breast oncology. Full article
(This article belongs to the Special Issue New Developments in Diagnosis and Management of Breast Cancer)
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20 pages, 8199 KiB  
Article
Piezo-Type Mechanosensitive Ion Channel Component 1 (PIEZO1) as a Potential Prognostic Marker in Renal Clear Cell Carcinoma
by Paulina Antosik, Martyna Szachniewicz, Michał Baran, Klaudia Bonowicz, Dominika Jerka, Ewelina Motylewska, Maciej Kwiatkowski, Maciej Gagat and Dariusz Grzanka
Int. J. Mol. Sci. 2025, 26(14), 6598; https://doi.org/10.3390/ijms26146598 - 9 Jul 2025
Viewed by 382
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most common histological subtype of kidney cancer and is often diagnosed at advanced stages. PIEZO1, a mechanosensitive ion channel, has been implicated in cancer progression, but its prognostic relevance in ccRCC remains unclear. This study [...] Read more.
Clear cell renal cell carcinoma (ccRCC) is the most common histological subtype of kidney cancer and is often diagnosed at advanced stages. PIEZO1, a mechanosensitive ion channel, has been implicated in cancer progression, but its prognostic relevance in ccRCC remains unclear. This study aimed to evaluate the expression pattern of PIEZO1 in ccRCC and its association with clinicopathological characteristics and patient survival. Immunohistochemical analysis was performed on formalin-fixed, paraffin-embedded tumor tissues from 111 patients with ccRCC, along with 23 matched peritumoral non-cancerous tissues. Protein expression was quantified using the H-score system. Associations with tumor grade, staging, and overall survival (OS) were analyzed. mRNA expression data were retrieved from The Cancer Genome Atlas (TCGA) to validate the protein-level findings. Functional enrichment and pathway analyses were conducted to explore the biological context of PIEZO1-related gene expression. PIEZO1 showed predominantly cytoplasmic localization, with significantly lower expression in tumor tissues compared to adjacent non-malignant tissue (p < 0.0001). High PIEZO1 expression was correlated with higher tumor grade (p = 0.0147) and shorter OS (p = 0.0047). These findings were confirmed at the mRNA level in the TCGA cohort. Multivariate Cox regression analysis identified PIEZO1 as an independent prognostic factor for OS. In conclusion, PIEZO1 may serve as a clinically relevant biomarker in ccRCC. Its overexpression is associated with more aggressive tumor characteristics and poor prognosis, underscoring the need for further investigation into its functional role and potential as a therapeutic target. Full article
(This article belongs to the Section Molecular Oncology)
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12 pages, 353 KiB  
Article
Characteristics and Clinical Implications of Cytomegalovirus Infection in Patients with Drug-Resistant Ulcerative Colitis Undergoing Colectomy—Data from a Tertiary Referral Center in Poland
by Estera Banasik, Paweł Kosikowski, Izabela Miechowicz, Piotr Zelga, Tomasz Banasiewicz, Agnieszka Dobrowolska and Piotr Eder
J. Clin. Med. 2025, 14(14), 4823; https://doi.org/10.3390/jcm14144823 - 8 Jul 2025
Viewed by 279
Abstract
Background/Objectives: This study aimed to assess the frequency, risk factors, and clinical implications of cytomegalovirus (CMV) colitis in patients undergoing colectomy due to refractory ulcerative colitis (UC). Methods: A retrospective analysis was conducted on patients with drug-resistant UC who underwent colectomy [...] Read more.
Background/Objectives: This study aimed to assess the frequency, risk factors, and clinical implications of cytomegalovirus (CMV) colitis in patients undergoing colectomy due to refractory ulcerative colitis (UC). Methods: A retrospective analysis was conducted on patients with drug-resistant UC who underwent colectomy at a tertiary referral center between 2009 and 2017. Histological inflammatory activity in surgical specimens was assessed using the Simplified Geboes Score. The presence and density of CMV expression were estimated immunohistochemically. Preoperative clinical, biochemical, and endoscopic data, as well as the short- and long-term postoperative disease courses, were evaluated in relation to the presence of CMV colitis at the time of surgery. Results: CMV colitis was identified in 14% (7/49) of patients. The CMV-positive group exhibited significantly shorter disease durations and higher C-reactive protein concentrations at the time of surgery. This subgroup also demonstrated consistently numerically higher steroid use, both in terms of the usage frequency and cumulative treatment duration. Patients with concomitant CMV colitis had lower likelihoods of stoma closure and restoration of gastrointestinal continuity in the long-term. Conclusions: Concomitant CMV colitis is not uncommon in patients with treatment-refractory UC. Testing for CMV should be considered, particularly in individuals with a short-term, dynamic, and aggressive disease course unresponsive to standard therapy, especially steroids. Full article
(This article belongs to the Special Issue Inflammatory Bowel Diseases: Clinical Advances and Emerging Therapies)
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16 pages, 1347 KiB  
Article
Detection of Helicobacter pylori Infection in Histopathological Gastric Biopsies Using Deep Learning Models
by Rafael Parra-Medina, Carlos Zambrano-Betancourt, Sergio Peña-Rojas, Lina Quintero-Ortiz, Maria Victoria Caro, Ivan Romero, Javier Hernan Gil-Gómez, John Jaime Sprockel, Sandra Cancino and Andres Mosquera-Zamudio
J. Imaging 2025, 11(7), 226; https://doi.org/10.3390/jimaging11070226 - 7 Jul 2025
Viewed by 779
Abstract
Traditionally, Helicobacter pylori (HP) gastritis has been diagnosed by pathologists through the examination of gastric biopsies using optical microscopy with standard hematoxylin and eosin (H&E) staining. However, with the adoption of digital pathology, the identification of HP faces certain limitations, particularly due to [...] Read more.
Traditionally, Helicobacter pylori (HP) gastritis has been diagnosed by pathologists through the examination of gastric biopsies using optical microscopy with standard hematoxylin and eosin (H&E) staining. However, with the adoption of digital pathology, the identification of HP faces certain limitations, particularly due to insufficient resolution in some scanned images. Moreover, interobserver variability has been well documented in the traditional diagnostic approach, which may further complicate consistent interpretation. In this context, deep convolutional neural network (DCNN) models are showing promising results in the automated detection of this infection in whole-slide images (WSIs). The aim of the present article is to detect the presence of HP infection from our own institutional dataset of histopathological gastric biopsy samples using different pretrained and recognized DCNN and AutoML approaches. The dataset comprises 100 H&E-stained WSIs of gastric biopsies. HP infection was confirmed previously using immunohistochemical confirmation. A total of 45,795 patches were selected for model development. InceptionV3, Resnet50, and VGG16 achieved AUC (area under the curve) values of 1. However, InceptionV3 showed superior metrics such as accuracy (97%), recall (100%), F1 score (97%), and MCC (93%). BoostedNet and AutoKeras achieved accuracy, precision, recall, specificity, and F1 scores less than 85%. The InceptionV3 model was used for external validation, and the predictions across all patches yielded a global accuracy of 78%. In conclusion, DCNN models showed stronger potential for diagnosing HP in gastric biopsies compared with the auto ML approach. However, due to variability across pathology applications, no single model is universally optimal. A problem-specific approach is essential. With growing WSI adoption, DL can improve diagnostic accuracy, reduce variability, and streamline pathology workflows using automation. Full article
(This article belongs to the Section Medical Imaging)
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22 pages, 1271 KiB  
Article
OKEN: A Supervised Evolutionary Optimizable Dimensionality Reduction Framework for Whole Slide Image Classification
by Soroush Oskouei, André Pedersen, Marit Valla, Vibeke Grotnes Dale, Sissel Gyrid Freim Wahl, Mats Dehli Haugum, Thomas Langø, Maria Paula Ramnefjell, Lars Andreas Akslen, Gabriel Kiss and Hanne Sorger
Bioengineering 2025, 12(7), 733; https://doi.org/10.3390/bioengineering12070733 - 4 Jul 2025
Viewed by 473
Abstract
Classification of lung cancer subtypes is a critical clinical step; however, relying solely on H&E-stained histopathology images can pose challenges, and additional immunohistochemical analysis is sometimes required for definitive subtyping. Digital pathology facilitates the use of artificial intelligence for automatic classification of digital [...] Read more.
Classification of lung cancer subtypes is a critical clinical step; however, relying solely on H&E-stained histopathology images can pose challenges, and additional immunohistochemical analysis is sometimes required for definitive subtyping. Digital pathology facilitates the use of artificial intelligence for automatic classification of digital tissue slides. Automatic classification of Whole Slide Images (WSIs) typically involves extracting features from patches obtained from them. The aim of this study was to develop a WSI classification framework utilizing an optimizable kernel to encode features from each patch from a WSI into a desirable and adjustable latent space using an evolutionary algorithm. The encoded data can then be used for classification and segmentation while being computationally more efficient. Our proposed framework is compared with a state-of-the-art model, Vim4Path, on an internal and external dataset of lung cancer WSIs. The proposed model outperforms Vim-S16 in accuracy and F1 score at both ×2.5 and ×10 magnification levels on the internal test set, with the highest accuracy (0.833) and F1 score (0.721) at ×2.5. On the external test set, Vim-S16 at ×10 achieves the highest accuracy (0.732), whereas OKEN-DenseNet121 at ×2.5 has the best F1 score (0.772). In future work, finding a dynamic way to tune the output dimensions of the evolutionary algorithm would be of value. Full article
(This article belongs to the Special Issue Application of Deep Learning in Medical Diagnosis)
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21 pages, 18850 KiB  
Article
Influence of Paratuberculosis Vaccination on the Local Immune Response in Experimentally Infected Calves: An Immunohistochemical Analysis
by David Zapico, José Espinosa, María Muñoz, Luis Ernesto Reyes, Julio Benavides, Juan Francisco García Marín and Miguel Fernández
Animals 2025, 15(13), 1841; https://doi.org/10.3390/ani15131841 - 22 Jun 2025
Viewed by 382
Abstract
Vaccination remains the most cost-effective way to control clinical paratuberculosis in dairy herds, but its effect on the immune response at the intestine have been poorly characterized. The aim of this study was to evaluate the expression of toll-like receptor (TLR)-1, TLR2, TLR4, [...] Read more.
Vaccination remains the most cost-effective way to control clinical paratuberculosis in dairy herds, but its effect on the immune response at the intestine have been poorly characterized. The aim of this study was to evaluate the expression of toll-like receptor (TLR)-1, TLR2, TLR4, TLR9, interferon (IFN)-γ, inducible nitric oxide synthase (iNOS) and cluster of differentiation (CD)-204 in calves vaccinated with Silirum® and then experimentally infected with paratuberculosis, using immunohistochemical techniques. Samples of the injection-site granuloma, scapular lymph node, intestine and mesenteric lymph nodes were studied. Lesions were classified as focal, multifocal and diffuse paucibacillary (lymphocytic). The immunolabeling for TLR1, TLR2, TLR4 and IFN-γ was assessed according to the number of immunolabeled cells, while TLR9, iNOS and CD204 immunolabeling in the lesions was evaluated using a histological score (H-score). Vaccinated calves with focal forms showed a significant increase in the number of macrophages immunolabeled TLR2 at the intestine and in the H-score values for iNOS in the granulomas. A greater immunolabeling of TLR2 and IFN-γ was detected at the injection-site granuloma. Animals with multifocal lesions, regardless of the vaccination status, showed lower numbers of TLR2+ macrophages and higher H-score values for CD204 in the granulomas. Thus, the protection conferred by the Silirum® vaccine is associated with an enhanced immunological response in the intestine. Full article
(This article belongs to the Topic Advances in Infectious and Parasitic Diseases of Animals)
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28 pages, 2589 KiB  
Systematic Review
Histology and Immunohistochemistry of Adipose Tissue: A Scoping Review on Staining Methods and Their Informative Value
by Tom Schimanski, Rafael Loucas, Marios Loucas, Oliver Felthaus, Vanessa Brébant, Silvan Klein, Alexandra Anker, Konstantin Frank, Andreas Siegmund, Andrea Pagani, Sebastian Geis, Sophia Theresa Diesch, Andreas Eigenberger and Lukas Prantl
Cells 2025, 14(12), 898; https://doi.org/10.3390/cells14120898 - 14 Jun 2025
Viewed by 1124
Abstract
Background: Histological and immunohistochemical analyses of adipose tissue are essential for evaluating the quality and functionality of lipoaspirates in regenerative medicine and fat grafting procedures. These methods provide insights into tissue viability, cellular subtypes, and extracellular matrix (ECM) composition—all factors influencing graft retention [...] Read more.
Background: Histological and immunohistochemical analyses of adipose tissue are essential for evaluating the quality and functionality of lipoaspirates in regenerative medicine and fat grafting procedures. These methods provide insights into tissue viability, cellular subtypes, and extracellular matrix (ECM) composition—all factors influencing graft retention and clinical outcomes. Purpose: This scoping review aims to summarize the most commonly used staining methods and their applications in the histology and immunohistochemistry of adipose tissue. By exploring qualitative and quantitative markers, we seek to guide researchers in selecting the appropriate methodologies for addressing experimental and translational research. Methods: A systematic search was conducted using PubMed, Ovid, and the Cochrane Library databases from inception to 2024, employing Boolean operators (“lipoaspirate” OR “fat graft” OR “gauze rolling” OR “decantation” OR “coleman fat” OR “celt” OR “nanofat” OR “lipofilling” OR “human fat” AND “histol*”). Studies were included if they utilized histology or immunohistochemistry on undigested human adipose tissue or its derivatives. The inclusion criteria focused on peer-reviewed, English-language studies reporting quantitative and qualitative data on adipose tissue markers. Results: Out of 166 studies analyzed, hematoxylin–eosin (H&E) was the most frequently employed histological stain (152 studies), followed by Masson Trichrome and Sudan III. Immunohistochemical markers such as CD31, CD34, and perilipin were extensively used to distinguish stromal vascular fraction (SVF) cells, adipocytes, and inflammatory processes. Studies employing semiquantitative scoring demonstrated enhanced comparability, particularly for fibrosis, necrosis, and oil cyst evaluation. Quantitative analyses focused on SVF cell density, mature adipocyte integrity, and ECM composition. Methodological inconsistencies, particularly in preparation protocols, were observed in 25 studies. Conclusions: This review highlights the critical role of histological and immunohistochemical methods in adipose tissue research. H&E staining remains the cornerstone for general tissue evaluation in the clinical context, while specialized stains and immunohistochemical markers allow for detailed analyses of specific cellular and ECM components in experimental research. Standardizing preparation and evaluation protocols will enhance interstudy comparability and support advancements in adipose tissue-based therapies. Full article
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24 pages, 10529 KiB  
Article
Comparison of Differentially Expressed Genes in Human and Canine Osteosarcoma
by Jorja Jackson-Oxley, Aziza A. Alibhai, Jack Guerin, Rachel Thompson, Rodhan Patke, Anna E. Harris, Corinne L. Woodcock, Dhruvika Varun, Maria Haque, Tinyiko K. Modikoane, Amber A. Kumari, Jennifer Lothion-Roy, Simone de Brot, Mark D. Dunning, Jennie N. Jeyapalan, Nigel P. Mongan and Catrin S. Rutland
Life 2025, 15(6), 951; https://doi.org/10.3390/life15060951 - 12 Jun 2025
Viewed by 1081
Abstract
Osteosarcoma (OSA) is the most prevalent bone malignancy in people and dogs. Current survival rates show the need for advances in novel therapies to help overcome the growth, survival and metastatic progression of the cancer. Canine models are often used to advance prognostic [...] Read more.
Osteosarcoma (OSA) is the most prevalent bone malignancy in people and dogs. Current survival rates show the need for advances in novel therapies to help overcome the growth, survival and metastatic progression of the cancer. Canine models are often used to advance prognostic and treatment opportunities for OSA due to the similarities in the disease between species. This study focusses on the genetic and molecular similarities of OSA between human and canine specimens. Differentially expressed genes (DEGs) were compared and identified in canine and human OSA tumours, revealing 86 common genes, 36 having high and 50 having low expression. Further immunohistochemical analysis of the corresponding proteins of three identified DEGs (ASPN, STK3, BAMBI) allowed for the visualisation of protein expression in canine OSA tissues (n = 19). Overall nuclear and cytoplasmic H-scores were generated, and nuclear and cytoplasmic scores in males and females and in different anatomical locations (axial versus appendicular) were also investigated, presenting unique opportunities to understand the expression in this cancer type. This study contributes to a deeper knowledge of genetic pathways changes and identifies avenues for the diagnosis, prognosis and treatment of OSA in people and dogs, whilst encompassing the One Health concept in medicine. Full article
(This article belongs to the Section Genetics and Genomics)
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Article
Immunohistochemical Assessment of Maspin, β-Catenin, and MMP-14 in Oral Potentially Malignant Lesions and Oral Squamous Cell Carcinoma: A Retrospective Observational Study
by Oana Mihaela Condurache Hrițcu, Delia Gabriela Ciobanu Apostol, Ștefan Vasile Toader, Carmen Solcan, Daciana Elena Brănișteanu, Mihaela Paula Toader and Victor-Vlad Costan
Medicina 2025, 61(6), 1037; https://doi.org/10.3390/medicina61061037 - 4 Jun 2025
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Abstract
Background and Objectives: Oral cancer remains a critical global health burden. Oral potentially malignant disorders (OMPDs) such as leukoplakia and oral lichen planus can precede oral squamous cell carcinoma (OSCC). Inflammation, tissue remodeling, and dysregulated signaling pathways are central to malignant transformation. [...] Read more.
Background and Objectives: Oral cancer remains a critical global health burden. Oral potentially malignant disorders (OMPDs) such as leukoplakia and oral lichen planus can precede oral squamous cell carcinoma (OSCC). Inflammation, tissue remodeling, and dysregulated signaling pathways are central to malignant transformation. This observational study aimed to evaluate the expression patterns of Maspin, β-catenin, and MMP-14 by immunohistochemistry (IHC) in oral leukoplakia, oral lichen planus, OSCC, and normal mucosa, exploring associations with lesion type, with no prognostic inferences drawn from a single timepoint. Materials and Methods: Biopsy specimens from 67 patients presenting with oral lesions (27 leukoplakia, 22 lichen planus, 18 OSCC), and 10 healthy controls were collected between January 2015 and January 2023. Inclusion criteria were age over 18 years and no other chronic illness, and a histopathologic diagnosis of oral leukoplakia, oral lichen planus or OSCC. Exclusion criteria were smokers, alcohol abuse, and prior head and neck radiotherapy, prior immunosuppressive therapy, systemic inflammatory diseases, absence of histopathological confirmation of the clinical diagnosis, and squamous cell carcinoma of the vermilion. Two pathologists independently scored staining in 10 high-power fields. Normal mucosa served as baseline. Immunohistochemical analysis was conducted using specific antibodies targeting Maspin, β-catenin, and MMP-14. Marker expression was assessed using a semi-quantitative scoring system based on staining intensity and classified into four categories: negative (−), weakly positive (+) for 1–10%, moderately positive (++) for 11–50%, and highly positive (+++) for more than 50%. Results: Maspin showed moderate (++) cytoplasmic/nuclear staining in leukoplakia and lichen planus in 78% of cases and high (+++) in OSCC and stroma in all cases. β-catenin shifted from membranous moderate positivity in 100% of OPMD cases to cytoplasmic/nuclear high positivity in all cases of OSCC. MMP-14 showed positivity (+) in 89% of OPMDs and high positivity (+++) in 100% of OSCC. Conclusions: Maspin, β-catenin, and MMP-14 exhibit distinct expression patterns across lesion types. While Maspin may reflect early tissue remodeling, β-catenin and MMP-14 changes suggest Wnt signaling activation and matrix remodeling in OSCC. Longitudinal studies are needed to establish their predictive value. This observational study refrains from prognostic claims and instead highlights biomarkers for future validation. Full article
(This article belongs to the Special Issue Advances in Clinical Medicine and Dentistry)
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