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1.
Int J Mol Sci ; 25(9)2024 Apr 27.
Article in English | MEDLINE | ID: mdl-38731992

ABSTRACT

Non-muscle-invasive papillary urothelial carcinoma (NMIPUC) of the urinary bladder is the most common type of bladder cancer. Intravesical Bacille Calmette-Guerin (BCG) immunotherapy is applied in patients with a high risk of recurrence and progression of NMIPUC to muscle-invasive disease. However, the tumor relapses in about 30% of patients despite the treatment, raising the need for better risk stratification. We explored the potential of spatial distributions of immune cell subtypes (CD20, CD11c, CD163, ICOS, and CD8) within the tumor microenvironment to predict NMIPUC recurrence following BCG immunotherapy. Based on analyses of digital whole-slide images, we assessed the densities of the immune cells in the epithelial-stromal interface zone compartments and their distribution, represented by an epithelial-stromal interface density ratio (IDR). While the densities of any cell type did not predict recurrence, a higher IDR of CD11c (HR: 0.0012, p-value = 0.0002), CD8 (HR: 0.0379, p-value = 0.005), and ICOS (HR: 0.0768, p-value = 0.0388) was associated with longer recurrence-free survival (RFS) based on the univariate Cox regression. The history of positive repeated TUR (re-TUR) (HR: 4.93, p-value = 0.0001) and T1 tumor stage (HR: 2.04, p-value = 0.0159) were associated with shorter RFS, while G3 tumor grade according to the 1973 WHO classification showed borderline significance (HR: 1.83, p-value = 0.0522). In a multivariate analysis, the two models with a concordance index exceeding 0.7 included the CD11c IDR in combination with either a history of positive re-TUR or tumor stage. We conclude that the CD11c IDR is the most informative predictor of NMIPUC recurrence after BCG immunotherapy. Our findings highlight the importance of assessment of the spatial distribution of immune cells in the tumor microenvironment.


Subject(s)
BCG Vaccine , Immunotherapy , Macrophages , Neoplasm Recurrence, Local , Tumor Microenvironment , Urinary Bladder Neoplasms , Humans , Tumor Microenvironment/immunology , Urinary Bladder Neoplasms/immunology , Urinary Bladder Neoplasms/pathology , Urinary Bladder Neoplasms/therapy , Male , BCG Vaccine/therapeutic use , Neoplasm Recurrence, Local/immunology , Female , Immunotherapy/methods , Aged , Middle Aged , Macrophages/immunology , Macrophages/metabolism , Carcinoma, Papillary/pathology , Carcinoma, Papillary/immunology , Carcinoma, Papillary/therapy , Lymphocyte Subsets/immunology , Lymphocyte Subsets/metabolism , Prognosis , Aged, 80 and over
2.
J Clin Med ; 13(6)2024 Mar 17.
Article in English | MEDLINE | ID: mdl-38541959

ABSTRACT

BACKGROUND: Acute embolic ischemic stroke poses a significant healthcare challenge. Histological clot features' variability among patients with acute ischemic stroke treated by mechanical thrombectomy has potential implications for determining treatment and etiology. This study investigated the clot histological feature differences among patients who experienced cardioembolic stroke and embolic stroke of undetermined source with different left atrial appendage (LAA) morphologies. METHODS: We conducted a prospective observational study involving 79 patients with acute embolic ischemic stroke undergoing mechanical thrombectomy. Computed tomography angiography images were used to classify LAA morphologies. An artificial intelligence algorithm assessed the clot fibrin and red blood cell contents. RESULTS: Patients with chicken-wing LAA morphology exhibited lower mean clot fibrin proportions than did those with non-chicken-wing morphology (p < 0.001). Linear regression analysis showed that chicken-wing LAA was significantly associated with a lower clot fibrin proportion (estimate, -0.177; 95% CI [-0.259, -0.096]; p < 0.001). The successful recanalization rate and first-pass effect between the groups did not differ significantly. CONCLUSIONS: The chicken-wing LAA morphological type is associated with lower clot fibrin contents, suggesting potentially different embolism mechanisms or diverse embolic sources, compared with the non-chicken-wing LAA types. Further studies are required to investigate this association.

3.
Biomedicines ; 12(2)2024 Feb 03.
Article in English | MEDLINE | ID: mdl-38397962

ABSTRACT

The limited reproducibility of the grading of non-muscle invasive papillary urothelial carcinoma (NMIPUC) necessitates the search for more robust image-based predictive factors. In a cohort of 157 NMIPUC patients treated with Bacille Calmette-Guérin (BCG) immunotherapy, we explored the multiple instance learning (MIL)-based classification approach for the prediction of 2-year and 5-year relapse-free survival and the multiple instance survival learning (MISL) framework for survival regression. We used features extracted from image patches sampled from whole slide images of hematoxylin-eosin-stained transurethral resection (TUR) NPMIPUC specimens and tested several patch sampling and feature extraction network variations to optimize the model performance. We selected the model showing the best patient survival stratification for further testing in the context of clinical and pathological variables. MISL with the multiresolution patch sampling technique achieved the best patient risk stratification (concordance index = 0.574, p = 0.010), followed by a 2-year MIL classification. The best-selected model revealed an independent prognostic value in the context of other clinical and pathologic variables (tumor stage, grade, and presence of tumor on the repeated TUR) with statistically significant patient risk stratification. Our findings suggest that MISL-based predictions can improve NMIPUC patient risk stratification, while validation studies are needed to test the generalizability of our models.

4.
Cancers (Basel) ; 15(4)2023 Feb 14.
Article in English | MEDLINE | ID: mdl-36831546

ABSTRACT

BACKGROUND: Bacille Calmette-Guerin (BCG) immunotherapy is the first-line treatment in patients with high-risk non-muscle invasive papillary urothelial carcinoma (NMIPUC), the most common type of bladder cancer. The therapy outcomes are variable and may depend on the immune response within the tumor microenvironment. In our study, we explored the prognostic value of CD8+ cell density gradient indicators across the tumor epithelium-stroma interface of NMIPUC. METHODS: Clinical and pathologic data were retrospectively collected from 157 NMIPUC patients treated with BCG immunotherapy after transurethral resection. Whole-slide digital image analysis of CD8 immunohistochemistry slides was used for tissue segmentation, CD8+ cell quantification, and the assessment of CD8+ cell densities within the epithelium-stroma interface. Subsequently, the gradient indicators (center of mass and immunodrop) were computed to represent the density gradient across the interface. RESULTS: By univariable analysis of the clinicopathologic factors, including the history of previous NMIPUC, poor tumor differentiation, and pT1 stage, were associated with shorter RFS (p < 0.05). In CD8+ analyses, only the gradient indicators but not the absolute CD8+ densities were predictive for RFS (p < 0.05). The best-performing cross-validated model included previous episodes of NMIPUC (HR = 4.4492, p = 0.0063), poor differentiation (HR = 2.3672, p = 0.0457), and immunodrop (HR = 5.5072, p = 0.0455). CONCLUSIONS: We found that gradient indicators of CD8+ cell densities across the tumor epithelium-stroma interface, along with routine clinical and pathology data, improve the prediction of RFS in NMIPUC.

5.
Cancers (Basel) ; 16(1)2023 Dec 24.
Article in English | MEDLINE | ID: mdl-38201532

ABSTRACT

Despite advances in diagnostic and treatment technologies, predicting outcomes of patients with hepatocellular carcinoma (HCC) remains a challenge. Prognostic models are further obscured by the variable impact of the tumor properties and the remaining liver parenchyma, often affected by cirrhosis or non-alcoholic fatty liver disease that tend to precede HCC. This study investigated the prognostic value of reticulin and collagen microarchitecture in liver resection samples. We analyzed 105 scanned tissue sections that were stained using a Gordon and Sweet's silver impregnation protocol combined with Picric Acid-Sirius Red. A convolutional neural network was utilized to segment the red-staining collagen and black linear reticulin strands, generating a detailed map of the fiber structure within the HCC and adjacent liver tissue. Subsequent hexagonal grid subsampling coupled with automated epithelial edge detection and computational fiber morphometry provided the foundation for region-specific tissue analysis. Two penalized Cox regression models using LASSO achieved a concordance index (C-index) greater than 0.7. These models incorporated variables such as patient age, tumor multifocality, and fiber-derived features from the epithelial edge in both the tumor and liver compartments. The prognostic value at the tumor edge was derived from the reticulin structure, while collagen characteristics were significant at the epithelial edge of peritumoral liver. The prognostic performance of these models was superior to models solely reliant on conventional clinicopathologic parameters, highlighting the utility of AI-extracted microarchitectural features for the management of HCC.

6.
Acta Med Litu ; 28(1): 176-180, 2021.
Article in English | MEDLINE | ID: mdl-34393642

ABSTRACT

BACKGROUND: Lymphangioma of the mesentery is a rare benign condition. Lymphangioma usually occurs in children during first few years of life most likely because of congenital abnormality of the lymphatic system. It may also be caused by trauma, lymphatic obstruction, surgery, inflammatory process, or radiotherapy. Lymphangioma of the mesentery represents less than 1% of all lymphangiomas and about 70% of abdominal lymphangiomas. CASE PRESENTATION: We report the case of the 42-year-old woman who was diagnosed with the lymphangioma. Laparotomy was performed. A cystic lymph-filled tumor of about 12 cm in diameter was removed from the ileum mesentery. CONCLUSIONS: Lymphangioma of the mesentery is a rare condition. Despite its benign nature, it can cause serious complications if not treated. Ultrasound and CT are used for detection of lymphangioma. It is important to surgically remove the lymphangiomas even in the absence of symptoms.

7.
Visc Med ; 34(5): 389-392, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30498707

ABSTRACT

BACKGROUND: Metastasis of rectal cancer to the penis is a very rare condition with less than 40 cases found in the literature. CASE REPORT: We here report a case of a 41-year-old man who was diagnosed with rectal cancer which later metastasized to the penis. The patient was treated with neoadjuvant radiotherapy, underwent rectal resection, had adjuvant chemotherapy, and, despite that, had penile metastasis 2 years later. Palliative penectomy as well as bilateral orchiectomy with suprapubic cystostomy were performed. The patient died 2 months after the diagnosis. All the previous cases mentioned in the literature are reviewed as well. CONCLUSION: The prognosis of penile metastasis from rectal cancer is poor and life expectancy is short. The mechanism of rectal cancer metastasis spread to the penis is unknown. The most acceptable theory is retrograde venous spread. There are several treatment options; however, no single treatment option is associated with superior results.

8.
Hematol Oncol ; 32(2): 72-81, 2014 Jun.
Article in English | MEDLINE | ID: mdl-23949965

ABSTRACT

Primary testicular diffuse large B-cell lymphomas (tDLBCL) are rare neoplasms with few comprehensive studies conducted so far. We aimed to systematically characterize the phenotype of tDLBCL. Forty-five patients from three Swiss hospitals diagnosed with tDLBCL between 1972 and 2009 were reviewed and included in this study. A tissue microarray was assembled, and the protein expression profiles were assessed by immunohistochemistry and fluorescence in situ hybridization for the C-MYC locus. All tDLBCL expressed CD79a, followed by CD20 (98% of cases) and CD19 (93%). One case expressed the germ cell marker OCT4 and showed a rearrangement of C-MYC. Eighty-two per cent of cases showed active STAT signalling by expression of either pSTAT1 or pSTAT3 or both, but not pSTAT5. The p53 was overexpressed in 10% of cases, but p21 staining (∆p21/p53) did not suggest the presence of TP53 mutations. tDLBCL had a median MIB1 labelling index of 40%, and only 6% of cases appeared to have C-MYC rearrangements. Most cases were of the non-germinal centre type (77%), and showed as expected for this cell of origin B-cell lymphoma 2 (BCL2) rearrangements only in 4% and amplifications in 15% of cases, whereas BCL6 was rearranged in 48% of cases. CXCR4 was expressed in 52% of cases, and high CXCR4 expression was of prognostic significance for progression-free survival (p = 0.003). Because 84% of cases expressed nuclear p50, the canonical NF-κB signalling pathway seems to be active. Multimarker phenotyping is important for lineage determination of tDLBCL. Occasionally, tDLBCL can express germ cell markers like OCT4, and they have active STAT signalling mediated through pSTAT1 and pSTAT3 and active canonical NF-κB signalling. tDLBCL are of non-germinal centre/post-germinal centre cell origin and not hyperproliferative. TP53 mutations are unlikely, and C-MYC as well as BCL2 rearrangements are rare, whereas BCL6 is commonly rearranged. CXCR4 might prove to be the first protein-based prognostic marker for tDLBCL, inciting studies in larger cohorts corroborating these findings.


Subject(s)
Lymphoma, Large B-Cell, Diffuse/diagnosis , Testicular Neoplasms/diagnosis , Adult , Aged , Aged, 80 and over , Humans , Immunohistochemistry , Lymphoma, Large B-Cell, Diffuse/genetics , Lymphoma, Large B-Cell, Diffuse/metabolism , Lymphoma, Large B-Cell, Diffuse/pathology , Male , Middle Aged , Phenotype , Prognosis , Testicular Neoplasms/genetics , Testicular Neoplasms/metabolism , Testicular Neoplasms/pathology , Tissue Array Analysis
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