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1.
Lab Invest ; 104(3): 100302, 2024 03.
Artículo en Inglés | MEDLINE | ID: mdl-38092181

RESUMEN

Pathologic evaluation is the most crucial method for diagnosing malignant lymphomas. However, there are no established diagnostic criteria for evaluating pathologic morphology. We manually circled cell nuclei in the lesions of 10 patients with diffuse large B-cell lymphoma (DLBCL), follicular lymphoma, and reactive lymphadenitis. Seventeen parameters related to nuclear shape, color, and other characteristics were measured. We attempted to compare the statistical differences between these subtypes and extract distinctive disease-specific populations on the basis of these parameters. Statistically significant differences were observed between the different types of lymphoma for many of the 17 parameters. Through t-distributed stochastic neighbor embedding analysis, we extracted a cluster of cells that showed distinctive features of DLBCL and were not found in follicular lymphoma or reactive lymphadenitis. We created a decision tree to identify the characteristics of the cells within that cluster. Based on a 5-fold cross-validation study, the average sensitivity, specificity, and accuracy obtained were 84.1%, 98.4%, and 97.3%, respectively. A similar result was achieved using a validation experiment. Important parameters that indicate the features of DLBCL include Area, ConcaveCount, MaxGray, and ModeGray. By quantifying pathologic morphology, it was possible to objectively represent the cell morphology specific to each lymphoma subtype using quantitative indicators. The quantified morphologic information has the potential to serve as a reproducible and flexible diagnostic tool.


Asunto(s)
Linfadenitis , Linfoma Folicular , Linfoma de Células B Grandes Difuso , Humanos , Linfoma Folicular/diagnóstico , Linfoma de Células B Grandes Difuso/diagnóstico , Linfoma de Células B Grandes Difuso/patología , Núcleo Celular
2.
Mod Pathol ; 34(2): 314-326, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-32973330

RESUMEN

Adult T-cell leukemia/lymphoma (ATLL) is caused by human T-cell leukemia virus type 1 (HTLV-1). HTLV-1-associated mRNA, including HBZ and tax, is deeply involved in the pathogenesis of ATLL. Using 88 ATLL tissue samples, we performed in situ mRNA analysis of HBZ and tax, and investigated its association with clinicopathological characteristics of ATLL. The median value of HBZ signals (/1000 ATLL cells) was 795.2 (range: 0.4-4013.1) and of tax signals (/1000 ATLL cells) was 5.1 (range: 0.1-891.2). The low-expression HBZ group displayed significant increase in the number of skin lesion (P = 0.0283). The high-expression tax group displayed significant increase in the number of PD-1-positive tumor-infiltrating lymphocytes (P < 0.0001). In addition, we identified patients with very high-expression of tax signals (400 or more signals/1000 ATLL cells). These patients displayed significant reductions in the expression of HLA class I (P = 0.0385) and ß2M (P = 0.0124). Moreover, these patients displayed significantly poor overall survival (median survival time [MST] 7.7 months, 95% confidence interval [CI] [4.7-NA]), compared with the survival in patients with less than 400 tax signals (MST 22.6 months, 95% CI [13.7-41.7]) (P = 0.0499). These results suggest that Tax-mediated treatment of ATLL should be performed carefully in the high-expression tax group. More detailed studies could elucidate the clinicopathological significance of HBZ and tax mRNA expressions in ATLL.


Asunto(s)
Factores de Transcripción con Cremalleras de Leucina de Carácter Básico/metabolismo , Productos del Gen tax/metabolismo , Leucemia-Linfoma de Células T del Adulto/patología , Leucemia-Linfoma de Células T del Adulto/virología , Proteínas de los Retroviridae/metabolismo , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/análisis , Femenino , Infecciones por HTLV-I/complicaciones , Virus Linfotrópico T Tipo 1 Humano , Humanos , Masculino , Persona de Mediana Edad , ARN Viral/análisis
3.
Lab Invest ; 100(10): 1300-1310, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32472096

RESUMEN

A pathological evaluation is one of the most important methods for the diagnosis of malignant lymphoma. A standardized diagnosis is occasionally difficult to achieve even by experienced hematopathologists. Therefore, established procedures including a computer-aided diagnosis are desired. This study aims to classify histopathological images of malignant lymphomas through deep learning, which is a computer algorithm and type of artificial intelligence (AI) technology. We prepared hematoxylin and eosin (H&E) slides of a lesion area from 388 sections, namely, 259 with diffuse large B-cell lymphoma, 89 with follicular lymphoma, and 40 with reactive lymphoid hyperplasia, and created whole slide images (WSIs) using a whole slide system. WSI was annotated in the lesion area by experienced hematopathologists. Image patches were cropped from the WSI to train and evaluate the classifiers. Image patches at magnifications of ×5, ×20, and ×40 were randomly divided into a test set and a training and evaluation set. The classifier was assessed using the test set through a cross-validation after training. The classifier achieved the highest levels of accuracy of 94.0%, 93.0%, and 92.0% for image patches with magnifications of ×5, ×20, and ×40, respectively, in comparison to diffuse large B-cell lymphoma, follicular lymphoma, and reactive lymphoid hyperplasia. Comparing the diagnostic accuracies between the proposed classifier and seven pathologists, including experienced hematopathologists, using the test set made up of image patches with magnifications of ×5, ×20, and ×40, the best accuracy demonstrated by the classifier was 97.0%, whereas the average accuracy achieved by the pathologists using WSIs was 76.0%, with the highest accuracy reaching 83.3%. In conclusion, the neural classifier can outperform pathologists in a morphological evaluation. These results suggest that the AI system can potentially support the diagnosis of malignant lymphoma.


Asunto(s)
Aprendizaje Profundo , Diagnóstico por Computador/métodos , Linfoma/diagnóstico , Algoritmos , Diagnóstico por Computador/estadística & datos numéricos , Técnicas Histológicas , Humanos , Interpretación de Imagen Asistida por Computador/métodos , Interpretación de Imagen Asistida por Computador/estadística & datos numéricos , Linfoma/diagnóstico por imagen , Linfoma/patología , Linfoma Folicular/diagnóstico , Linfoma Folicular/diagnóstico por imagen , Linfoma Folicular/patología , Linfoma de Células B Grandes Difuso/diagnóstico , Linfoma de Células B Grandes Difuso/diagnóstico por imagen , Linfoma de Células B Grandes Difuso/patología , Redes Neurales de la Computación , Variaciones Dependientes del Observador , Patólogos , Seudolinfoma/diagnóstico , Seudolinfoma/diagnóstico por imagen , Seudolinfoma/patología
4.
Pathol Int ; 70(5): 287-294, 2020 May.
Artículo en Inglés | MEDLINE | ID: mdl-32039532

RESUMEN

Tumor-associated calcium signal transducer 2 (TROP2) is a cell-surface glycoprotein involved in the high malignant potential of several cancers. Antibody-drug conjugates that target TROP2 represent a promising approach for the treatment of TROP2-expressing cancers including lung cancer and breast cancer. TROP2 expression was tested by immunohistochemistry in lung adenocarcinoma (ADC) and squamous cell carcinoma samples, and its correlation with clinicopathological factors, including survival rate and p53 mutation, was statistically analyzed. We found that increased TROP2 expression was significantly associated with a poor clinical course in patients with ADC, but not in patients with squamous cell carcinoma. A more significant association with poor outcome was seen in ADC cases with a high histological grade as well as those without the epidermal growth factor receptor (EGFR) mutation. A significant correlation between TROP2 expression and abnormal p53 nuclear accumulation/expression was also found in ADC. In the present study, we discovered a significant correlation between TROP2 expression and p53 mutation in ADC, and that TROP2 expression was a prognostic factor in ADC cases with a high histological grade as well as those without the EGFR mutation. Signals mediated by mutated p53 might influence TROP2 expression in ADC.


Asunto(s)
Antígenos de Neoplasias/metabolismo , Biomarcadores de Tumor/análisis , Carcinoma de Pulmón de Células no Pequeñas/patología , Moléculas de Adhesión Celular/metabolismo , Neoplasias Pulmonares/patología , Proteína p53 Supresora de Tumor/genética , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad
5.
Neuropathology ; 40(3): 232-239, 2020 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-31925841

RESUMEN

Ghrelin and its receptor, growth hormone secretagogue receptor (GHS-R), have been found in a variety of malignant tumor tissues, suggesting a biological function of the ghrelin/GHS-R axis in tumor growth and progression. Among central nervous system tumors, primary central nervous system lymphomas (PCNSLs) are relatively rare and characterized by a rapid progression and poor prognosis. In order to clarify ghrelin expression and its functional role in promoting tumor growth and progression in PCNSLs, we undertook an immunohistochemical investigation for ghrelin and GHS-R expression in 43 patients and tested the effect of ghrelin inhibition on lymphoma cells. Furthermore, we investigated the expression of CD105, a marker for tumor angiogenesis, to explore its association with the ghrelin/GHS-R axis. The Kaplan-Meier method and Cox's proportional hazards regression model were used to determine the association of ghrelin/GHS-R expression with overall survival rate. The immunohistochemical study showed moderate/strong immunostaining of cells for ghrelin and GHS-R in 40 patients (93.0%) and 39 patients (90.7%), respectively. A ghrelin inhibitor did not affect tumor cell proliferation in vitro. Expression levels of ghrelin and GHS-R were divided into high and low groups by the rate of moderate-strong staining cells to tumor cells. The survival rate was significantly lower in patients with high GHS-R expression (P = 0.0368 by log-rank test; P = 0.0219 by Wilcoxon test). In addition, multivariate analysis of overall survival using Cox's proportional hazards regression model indicated that GHS-R was a significant independent prognostic factor (P = 0.0426). CD105 expression on tumor vessels was positive in 33 patients (33/37, 89.2%). There was a positive correlation between the moderate-strong staining rate of ghrelin and CD105-positive vessel count. These results indicated that the ghrelin/GHS-R axis plays a potential role in promoting tumor growth and progression through neoangiogenesis, rather than the proliferation of tumor cells.


Asunto(s)
Neoplasias del Sistema Nervioso Central/patología , Ghrelina/metabolismo , Linfoma/patología , Neovascularización Patológica/metabolismo , Receptores de Ghrelina/metabolismo , Adulto , Anciano , Anciano de 80 o más Años , Proliferación Celular/fisiología , Neoplasias del Sistema Nervioso Central/metabolismo , Progresión de la Enfermedad , Femenino , Humanos , Linfoma/metabolismo , Masculino , Persona de Mediana Edad , Neovascularización Patológica/patología , Transducción de Señal/fisiología
6.
Cancer Sci ; 110(9): 2711-2721, 2019 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-31294893

RESUMEN

The percentage of programmed death ligand 1 (PD-L1) positivity in cancer cells, named as the tumor proportion score, is considered to be a predictive biomarker for anti-PD-1/PD-L1 therapy in lung cancer. PD-L1 is expressed on not only cancer cells but also on immune cells, including macrophages. Although previous studies related to PD-L1/2 expression in cancer tissues have been generally based on single immunohistochemistry (IHC), in the present study, we attempted to evaluate accurate PD-L1/2 expression in cancer cells in lung adenocarcinoma cells using double IHC to also evaluate macrophages. Of the 231 patients, PD-L1 expression was negative in 169 patients (73.2%), 1%-49% positive in 47 patients (20.3%), and ≥50% positive in 15 patients (6.5%). Interestingly, PD-L1 positivity was decreased when using double IHC compared with the estimation by single IHC. High PD-L1 expression was associated with high-grade cancer cells and in higher stage cancer. PD-L2 was negative in 109 patients (47.2%), 1%-49% positive in 50 patients (21.6%), and ≥50% positive in 72 patients (31.2%). The number of PD-L2-positive patients was increased in cases that had an epidermal growth factor receptor (EGFR) mutation and in lower stage cancer. Thirty-five patients (15.2%) were positive for both PD-L1 and PD-L2, whereas 81 patients (35.1%) were negative for both PD-L1 and PD-L2. Log-rank analysis showed that progression-free survival and overall survival were significantly the longest in the PD-L1-negative and PD-L2-positive groups (P < .0001 and P = .0120). We observed lower PD-L1 or PD-L2 expression in lung adenocarcinoma than previously reported. Double IHC for macrophages may help clinicians to evaluate PD-L1 or PD-L2 expression specifically in cancer cells.


Asunto(s)
Adenocarcinoma del Pulmón/patología , Antineoplásicos Inmunológicos/farmacología , Antígeno B7-H1/análisis , Neoplasias Pulmonares/patología , Proteína 2 Ligando de Muerte Celular Programada 1/análisis , Adenocarcinoma del Pulmón/tratamiento farmacológico , Adenocarcinoma del Pulmón/inmunología , Anciano , Antineoplásicos Inmunológicos/uso terapéutico , Antígeno B7-H1/antagonistas & inhibidores , Antígeno B7-H1/inmunología , Antígeno B7-H1/metabolismo , Biomarcadores de Tumor/análisis , Biomarcadores de Tumor/metabolismo , Resistencia a Antineoplásicos , Femenino , Humanos , Inmunohistoquímica/métodos , Pulmón/citología , Pulmón/patología , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/inmunología , Macrófagos/efectos de los fármacos , Macrófagos/inmunología , Macrófagos/metabolismo , Masculino , Persona de Mediana Edad , Clasificación del Tumor , Estadificación de Neoplasias , Proteína 2 Ligando de Muerte Celular Programada 1/metabolismo , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Receptor de Muerte Celular Programada 1/inmunología , Estudios Retrospectivos , Resultado del Tratamiento
8.
Br J Haematol ; 178(5): 719-727, 2017 09.
Artículo en Inglés | MEDLINE | ID: mdl-28493517

RESUMEN

Splenic infiltration is often seen in diffuse large B-cell lymphoma (DLBCL). However, primary splenic DLBCL is rare and studies on its clinicopathological features are limited. We assessed 66 cases of primary splenic DLBCL and 309 control DLBCL, not otherwise specified. Hepatitis C virus antibody prevalence, B symptoms, poor performance status and CD5 positivity differed significantly between the primary splenic DLBCL and control DLBCL groups. Primary splenic DLBCL cases were classified histopathologically into two groups [white pulp pattern (n = 46), red pulp pattern (n = 20)]. Survival analysis showed no difference in overall survival between the primary splenic DLBCL and the control group, but the former had a more favourable progression-free survival. In the examination of primary splenic DLBCL, the white pulp pattern was statistically associated with a lower performance status (2-4), and a lower CD5 positivity than the red pulp pattern. In the survival analysis, the red pulp pattern demonstrated poorer overall survival. Multivariate analysis of overall survival in primary splenic DLBCL cases identified CD5 positivity as an indicator of poor prognosis. Classifying primary splenic DLBCL into white and red pulp patterns was useful in terms of clinicopathological features and overall survival.


Asunto(s)
Linfoma de Células B Grandes Difuso/patología , Neoplasias del Bazo/patología , Anciano , Biomarcadores de Tumor/metabolismo , Antígenos CD5/metabolismo , Estudios de Casos y Controles , Femenino , Anticuerpos contra la Hepatitis C/análisis , Hepatitis C Crónica/complicaciones , Humanos , Inmunofenotipificación , Estimación de Kaplan-Meier , Linfoma de Células B Grandes Difuso/inmunología , Linfoma de Células B Grandes Difuso/terapia , Linfoma de Células B Grandes Difuso/virología , Masculino , Persona de Mediana Edad , Neoplasias del Bazo/inmunología , Neoplasias del Bazo/terapia , Neoplasias del Bazo/virología
9.
Ann Surg Oncol ; 23(3): 919-27, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-26564244

RESUMEN

BACKGROUND: Tumor-infiltrating lymphocytes (TILs), part of the host immune response, have been widely reported as influential factors in the tumor microenvironment for the clinical outcome of colorectal cancer (CRC). However, the network of helper T cells is very complex, and which T-cell subtypes affect the progression of CRC and postoperative prognosis remains unclear. This study investigated the expression of several subtypes of TILs including T helper type 1 (Th1), Th2, Th17, and regulatory T (Treg) cells to determine their correlation with clinicopathologic features and postoperative prognosis. METHODS: The study investigated the expression of TILs using immunohistochemistry of tissue microarray samples for 199 CRC patients. The number of each T-cell subtype infiltrating tumors was counted using ImageJ software. The relationship between TIL marker expression, clinicopathologic features, and prognosis was analyzed. RESULTS: A high RORγT/CD3 ratio (Th17 ratio) was significantly correlated with lymph node metastasis (p = 0.002), and a high of Foxp3/CD3 ratio (Treg ratio) was correlated with tumor location in the colon (p = 0.04), as shown by the Chi square test. In multivariate analysis, a high RORγT/CD3 ratio was the only independent prognostic factor for overall survival (p = 0.04; hazard ratio [HR], 1.84; 95% confidence interval [CI] 1.02-3.45). CONCLUSIONS: This study confirmed a high RORγT/CD3 ratio as a strong prognostic marker for postoperative survival. The immunohistochemistry results suggest that Th17 may affect lymph node metastasis in CRC. If new immunotherapies reducing Th17 expression are established, they may improve the efficiency of cancer treatment and prolong the survival of patients with CRC.


Asunto(s)
Complejo CD3/metabolismo , Neoplasias Colorrectales/mortalidad , Miembro 3 del Grupo F de la Subfamilia 1 de Receptores Nucleares/metabolismo , Linfocitos T Reguladores/inmunología , Células TH1/inmunología , Células Th17/inmunología , Células Th2/inmunología , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor , Linfocitos T CD8-positivos/inmunología , Neoplasias Colorrectales/inmunología , Neoplasias Colorrectales/metabolismo , Neoplasias Colorrectales/secundario , Femenino , Estudios de Seguimiento , Humanos , Técnicas para Inmunoenzimas , Metástasis Linfática , Masculino , Persona de Mediana Edad , Invasividad Neoplásica , Recurrencia Local de Neoplasia/inmunología , Recurrencia Local de Neoplasia/metabolismo , Recurrencia Local de Neoplasia/mortalidad , Recurrencia Local de Neoplasia/patología , Estadificación de Neoplasias , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia , Análisis de Matrices Tisulares
10.
Pathol Int ; 64(3): 95-103, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24698419

RESUMEN

CD5-positive follicular lymphoma (FL), although rare, has been described in a number of case reports. However, a statistically valid, clinicopathological comparison between CD5-positive FL and CD5-negative FL has never been performed because of its rarity. We statistically compared clinicopathological characteristics of 22 cases of CD5-positive FL, diagnosed by immunohistochemistry, flow cytometry and morphological findings, with those of 62 cases of FL without CD5 expression (control cases). CD5-positive FL patients showed a higher tendency of peripheral blood involvement (P = 0.076) and a higher frequency of CD25 expression (P = 0.0004) and MUM1 protein expression (P = 0.0008), and a lower frequency of t(14;18)(q32;q21) (P = 0.017). The overall survival (OS) curve of CD5-positive FL was significantly worse than that of control cases (P = 0.0266), although progression-free survival curves did not show a significant difference (P = 0.7899). Moreover, CD5 expression was shown to be an independent poor prognostic factor for OS in both univariate analysis [Hazard Ratio (HR), 3.63; P = 0.0464] and multivariate analysis (HR, 57.16; P = 0.0001). CD5-positive FL showed different clinicopathological characteristics from FL lacking CD5 expression. These results suggest that CD5-positive FL should be considered a different type of FL, and its clinicopathological management should be conducted differently.


Asunto(s)
Antígenos CD5/metabolismo , Proteínas Cromosómicas no Histona/metabolismo , Subunidad alfa del Receptor de Interleucina-2/metabolismo , Linfoma Folicular/patología , Adulto , Anciano , Anciano de 80 o más Años , Cromosomas Humanos Par 14 , Cromosomas Humanos Par 18 , Femenino , Humanos , Linfoma Folicular/metabolismo , Masculino , Persona de Mediana Edad , Pronóstico , Translocación Genética
11.
J Pathol Inform ; 15: 100359, 2024 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-38322152

RESUMEN

In this study, we present a deep-learning-based multimodal classification method for lymphoma diagnosis in digital pathology, which utilizes a whole slide image (WSI) as the primary image data and flow cytometry (FCM) data as auxiliary information. In pathological diagnosis of malignant lymphoma, FCM serves as valuable auxiliary information during the diagnosis process, offering useful insights into predicting the major class (superclass) of subtypes. By incorporating both images and FCM data into the classification process, we can develop a method that mimics the diagnostic process of pathologists, enhancing the explainability. In order to incorporate the hierarchical structure between superclasses and their subclasses, the proposed method utilizes a network structure that effectively combines the mixture of experts (MoE) and multiple instance learning (MIL) techniques, where MIL is widely recognized for its effectiveness in handling WSIs in digital pathology. The MoE network in the proposed method consists of a gating network for superclass classification and multiple expert networks for (sub)class classification, specialized for each superclass. To evaluate the effectiveness of our method, we conducted experiments involving a six-class classification task using 600 lymphoma cases. The proposed method achieved a classification accuracy of 72.3%, surpassing the 69.5% obtained through the straightforward combination of FCM and images, as well as the 70.2% achieved by the method using only images. Moreover, the combination of multiple weights in the MoE and MIL allows for the visualization of specific cellular and tumor regions, resulting in a highly explanatory model that cannot be attained with conventional methods. It is anticipated that by targeting a larger number of classes and increasing the number of expert networks, the proposed method could be effectively applied to the real problem of lymphoma diagnosis.

12.
Eur J Haematol ; 91(1): 20-8, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23560463

RESUMEN

OBJECTIVES: Patients with rheumatoid arthritis (RA) may develop lymphoproliferative disorders (RA-LPD). Immunosuppressive states due to methotrexate (MTX) and Epstein-Barr virus (EBV) reactivation have been regarded as causes. Sometimes spontaneous regression occurs after withdrawal of MTX. The objective of this study was to identify factors predictive of relapse and survival in patients with RA-LPD, and spontaneous regression in patients with RA-LPD treated with MTX (MTX-LPD). METHODS: We evaluated the clinicopathological features, clinical characteristics, and treatment outcomes in 102 cases of RA-LPD. In addition, EBV infection and clonality of immunoglobulin heavy chain gene (IGH) were analyzed by in situ hybridization and polymerase chain reaction, respectively. RESULTS: The 102 cases included patients with diffuse large B-cell lymphoma (DLBCL; n = 53), Hodgkin lymphoma (n = 9), polymorphic B-cell LPD (n = 20), reactive lymphadenitis (n = 11), peripheral T-cell lymphoma (PTCL; n = 4), composite lymphoma (n = 2), and follicular lymphoma (n = 3). EBV was detected in 60% (56/93) of patients. Spontaneous regression occurred in 59% (28/47) of patients in whom MTX was withdrawn. Regression was associated with EBV positivity (P = 0.007) and non-DLBCL (P = 0.006), but not with MTX amount and other clinical features. Monoclonal bands of IGH were observed in 31 of 74 cases. In patients with DLBCL, poor disease-free survival (P = 0.05) was associated with clonality of IGH. In all patients, factors predictive of shorter survival were age (>70 yr) and histological type of DLBCL. CONCLUSIONS: Histology, EBV positivity, and monoclonality of IGH are useful for predicting clinical outcomes in patients with RA-LPD.


Asunto(s)
Artritis Reumatoide/tratamiento farmacológico , Herpesvirus Humano 4/aislamiento & purificación , Trastornos Linfoproliferativos/inducido químicamente , Metotrexato/uso terapéutico , Adulto , Anciano , Anciano de 80 o más Años , Antimetabolitos Antineoplásicos/uso terapéutico , Artritis Reumatoide/complicaciones , Artritis Reumatoide/virología , Progresión de la Enfermedad , Supervivencia sin Enfermedad , Femenino , Humanos , Cadenas Pesadas de Inmunoglobulina/genética , Inmunohistoquímica , Trastornos Linfoproliferativos/complicaciones , Masculino , Persona de Mediana Edad , Análisis de Regresión , Resultado del Tratamiento , Activación Viral
13.
Virchows Arch ; 483(2): 255-260, 2023 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-37270432

RESUMEN

Classic Hodgkin lymphoma (CHL) harbors a small number of Hodgkin-Reed-Sternberg (HRS) cells scattered among numerous lymphocytes. HRS cells are surrounded by distinct CD4+ T cells in a rosette-like manner. These CD4+ T cell rosettes play an important role in the tumor microenvironment (TME) of CHL. To elucidate the interaction between HRS cells and CD4+ T cell rosettes, we completed digital spatial profiling to compare the gene expression profiles of CD4+ T cell rosettes and other CD4+ T cells separated from the HRS cells. Immune checkpoint molecules including OX40, programed cell death-1 (PD-1), and cytotoxic T lymphocyte associated protein 4 (CTLA-4) expression was higher in CD4+ T cell rosettes compared to other CD4+ T cells. Immunohistochemistry confirmed variable PD-1, CTLA-4, and OX40 expression in the CD4+ T cell rosettes. This study introduced a new pathological approach to study the CHL TME, and provided deeper insight into CD4+ T cells in CHL.


Asunto(s)
Enfermedad de Hodgkin , Humanos , Enfermedad de Hodgkin/patología , Linfocitos T/metabolismo , Antígeno CTLA-4 , Receptor de Muerte Celular Programada 1/metabolismo , Células de Reed-Sternberg/metabolismo , Linfocitos T CD4-Positivos , Microambiente Tumoral
14.
Med Image Anal ; 85: 102752, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36716701

RESUMEN

In the present study, we propose a novel case-based similar image retrieval (SIR) method for hematoxylin and eosin (H&E) stained histopathological images of malignant lymphoma. When a whole slide image (WSI) is used as an input query, it is desirable to be able to retrieve similar cases by focusing on image patches in pathologically important regions such as tumor cells. To address this problem, we employ attention-based multiple instance learning, which enables us to focus on tumor-specific regions when the similarity between cases is computed. Moreover, we employ contrastive distance metric learning to incorporate immunohistochemical (IHC) staining patterns as useful supervised information for defining appropriate similarity between heterogeneous malignant lymphoma cases. In the experiment with 249 malignant lymphoma patients, we confirmed that the proposed method exhibited higher evaluation measures than the baseline case-based SIR methods. Furthermore, the subjective evaluation by pathologists revealed that our similarity measure using IHC staining patterns is appropriate for representing the similarity of H&E stained tissue images for malignant lymphoma.


Asunto(s)
Interpretación de Imagen Asistida por Computador , Linfoma , Humanos , Linfoma/diagnóstico por imagen , Linfoma/patología
15.
Cancer Sci ; 103(8): 1567-73, 2012 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-22500644

RESUMEN

Few studies have statistically investigated reduced CD20 expression in B-cell lymphoma after rituximab therapy and genomic mutation of CD20 associated with reduction. We examined CD20-positive rate in follicular lymphoma (FL) and diffuse large B-cell lymphoma (DLBCL) by flow cytometry (FCM) and immunohistochemical staining (IHS), comparing 138 cases after rituximab therapy with 360 initial, not yet treated cases. Sequence analysis of exons 3 to 8 of CD20 was performed on 22 cases with low CD20-positive rate after rituximab treatment. The results showed a statistical correlation between CD20-positive rate in FCM and IHS. By FCM, the CD20-positive rate among post-rituximab cases was significantly lower than among initial cases in DLBCL, non-germinal center origin B-cell type (average values [avg] 57.8 and 87.9, respectively) (P < 0.0001), FL2 (avg, 93.9; 103.2) (P = 0.0083), and FL3A (avg, 90.6; 100.7) (P = 0.033). Stratified analyses of post-rituximab cases showed significantly lower CD20-positive rate in cases that were resistant at the start of the treatment and cases with progressive disease during rituximab therapy before biopsy. Sequence analysis showed silent mutation of exon 4 (632 C/T) in seven cases, although this number was not statistically significant. These results suggest the influence of B-lymphoma subtype and a therapeutic effect before biopsy on CD20 expression at relapse and contribute to a better therapeutic approach for relapse cases after rituximab therapy.


Asunto(s)
Anticuerpos Monoclonales de Origen Murino/uso terapéutico , Antígenos CD20/metabolismo , Antineoplásicos/uso terapéutico , Linfoma Folicular/metabolismo , Linfoma de Células B Grandes Difuso/metabolismo , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Antígenos CD20/genética , Femenino , Citometría de Flujo , Expresión Génica , Humanos , Inmunohistoquímica , Linfoma Folicular/tratamiento farmacológico , Linfoma de Células B Grandes Difuso/tratamiento farmacológico , Masculino , Persona de Mediana Edad , Rituximab , Análisis de Secuencia , Adulto Joven
16.
J Am Acad Dermatol ; 66(2): 278-91, 2012 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-21835496

RESUMEN

BACKGROUND: Blastic plasmacytoid dendritic cell neoplasm (BPDC) is a rare hematologic neoplasm, which almost always involves the skin and shows poor prognosis. OBJECTIVE: The aim of our study was to enhance BPDC diagnosis and indications for prognosis. METHODS: This study involved 26 patients with BPDC. To investigate the histogenesis of BPDC, we reviewed the clinical features and stained markers of various hematopoietic lineages, chemokines, and their receptors. RESULTS: Bone-marrow infiltration was detected in 13 of the 19 cases examined and leukemic changes in 18. Complete remission was achieved in 14 cases, but more than half of the patients showed recurrence within a short time, and 14 patients died of the disease after 1 to 25 months (mean 8.5 months). Positivity for CD123 was detected in 18 of 24 cases and for T-cell leukemia 1 in 18 of 22 cases. Of the chemokines and their receptors, 8 of 15 skin biopsy specimens proved to be positive for CXCL12. Leukemic change subsequent to skin lesions occurred in 7 of 8 CXCL12-positive cases (87.5%) and in 3 of 6 CXCL12-negative cases (50%). Seven of the 8 CXCL12-positive patients (87.5%) and two of the 6 CXCL12-negative patients (33.3%) have died, whereas one of 8 CXCL12-positive patients (12.5%) and 4 of 6 CXCL12-negative patients (66.7%) remain alive. LIMITATIONS: The number of patients was limited. CONCLUSIONS: We speculate that the presence of CXCL12-positive cells in the skin may be associated with leukemic change and a poor prognosis.


Asunto(s)
Quimiocina CXCL12/análisis , Células Dendríticas/patología , Linfoma Cutáneo de Células T/patología , Neoplasias Cutáneas/patología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Preescolar , Células Dendríticas/inmunología , Femenino , Neoplasias Hematológicas/mortalidad , Neoplasias Hematológicas/patología , Humanos , Japón/epidemiología , Linfoma Cutáneo de Células T/mortalidad , Masculino , Persona de Mediana Edad , Trastornos Mieloproliferativos/mortalidad , Trastornos Mieloproliferativos/patología , Pronóstico , Piel/patología , Neoplasias Cutáneas/mortalidad
17.
Cancer Sci ; 102(9): 1734-41, 2011 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-21609366

RESUMEN

Mantle cell lymphoma (MCL) is recognized as a well-defined B cell neoplasm characterized by overexpression of cyclin D1 (CCND1), with "classical" and "aggressive" variant subtypes. A small-cell variant of MCL (small-MCL), resembling small lymphocytic lymphoma/chronic lymphocytic lymphoma (CLL/SLL), has been added to the World Health Organization classification. However, to the best of our knowledge, there have been no studies focusing on this neoplasm. In the present study, we analyzed 15 cases of CCND1-positive small-MCL, including immunohistochemical analysis of Ki-67 and CCND1 expression, and compared our findings with those of 151 cases of classical MCL. Morphologically, most small-MCL showed a diffuse growth pattern (76.9%), whereas others featured a very thin mantle zone pattern resembling a reactive follicle (23.1%). Bone marrow involvement and splenomegaly occurred significantly more frequently in small-MCL than in classical MCL (P < 0.05). Ki-67 expression in small-MCL was lower than in classical MCL (mean [± 2 SD] 12.5 ± 17.3% and 25.2 ± 25.5%, respectively; P < 0.001), but there was no significant difference in CCND1 expression (P = 0.2445). The 5-year survival rate in small-MCL was 83.3%. Although there was no significant difference in outcome between small-MCL and classical MCL (P = 0.287), only one small-MCL patient died of the disease. Thus, small-MCL constitutes a specific subset of indolent lymphoma with distinguishing features, possibly making a major contribution to the accuracy of therapeutic decisions. In addition, clinicians should be aware of the possible presence of small-MCL to avoid making a misdiagnosis of follicular hyperplasia or CLL/SLL.


Asunto(s)
Leucemia Linfocítica Crónica de Células B/diagnóstico , Linfoma de Células del Manto/diagnóstico , Anciano , Neoplasias de la Médula Ósea/secundario , Ciclina D1/análisis , Femenino , Humanos , Antígeno Ki-67/análisis , Leucemia Linfocítica Crónica de Células B/patología , Linfoma de Células del Manto/metabolismo , Linfoma de Células del Manto/patología , Masculino , Persona de Mediana Edad , Esplenomegalia
18.
Cancer Sci ; 101(3): 806-14, 2010 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-20002441

RESUMEN

Although the 2008 World Health Organization classification defines two subtypes of mantle cell lymphoma (MCL), classical and aggressive, we often encounter MCL with both features in the same site. We named this feature "MCL with focal aggressive form (intermediate MCL)". In the present study, we reclassified 237 patients with cyclin D1 (CCND1)-positive MCL on the basis of the concept of intermediate MCL, and analyzed the correlation of this reclassification with immunohistochemical detection of CCND1, Ki-67, p53, p27(Kip1), and p21(WAF/Cip1). The median overall survival was 77, 31, and 18 months for classical, intermediate, and aggressive MCL, respectively, showing a statistically significant difference (P < 0.0001). The expression levels of CCND1, Ki-67, p53, and p21(WAF/Cip1) in aggressive MCL (mean 80.1 +/- 27.8%, 73.7 +/- 28.9%, 31.0 +/- 69.0%, and 10.4 +/- 24.8%, respectively) were higher than those in classical MCL (mean 58.1 +/- 36.7%, 25.2 +/- 25.5%, 6.5 +/- 24.3%, and 2.5 +/- 13.0%, respectively) and intermediate MCL (mean 75.7 +/- 31.4%, 30.8 +/- 33.3%, 21.0 +/- 57.4%, and 4.8 +/- 16.5%, respectively). Significantly different levels of Ki-67 and p21(WAF/Cip1) were only recognized between intermediate and aggressive (P < 0.05 and P < 0.0001, respectively), whereas those of CCND1 and p53 were only between classical and intermediate (P < 0.0001 and P < 0.05, respectively). There were no significant differences in p27(Kip1) among the three groups. The subsequent discriminant analysis with independent prognostic factors clearly demonstrated that the morphological evolution of MCL occurs in parallel with increased labeling index of CCND1 and Ki-67. The diagnosis of intermediate MCL thus proved to be of major significance and should enable the design of more tailored therapies.


Asunto(s)
Ciclina D1/análisis , Antígeno Ki-67/análisis , Linfoma de Células del Manto/patología , Adulto , Anciano , Anciano de 80 o más Años , Ciclina D1/genética , Inhibidor p27 de las Quinasas Dependientes de la Ciclina , Femenino , Humanos , Inmunohistoquímica , Péptidos y Proteínas de Señalización Intracelular/análisis , Linfoma de Células del Manto/mortalidad , Masculino , Persona de Mediana Edad , ARN Mensajero/análisis , Proteína p53 Supresora de Tumor/análisis
19.
Pathol Int ; 60(12): 774-8, 2010 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-21091835

RESUMEN

Adult T-cell leukemia/lymphoma (ATLL) is a lymphoproliferative disease caused by human T-cell lymphotropic virus type 1 (HTLV-1) infection. HTLV-1 is spread by cell-to-cell transmission via the gp46-197 region, from Asp197 to Leu216, in the envelope protein gp46. A correlation exists between the prevalence and titer of the antibody recognizing the gp46-197 region (anti-gp46-197 antibody) and the severity of ATLL. In the present study, immunohistochemical staining was performed on samples of paraffin embedded lymph nodes of three different histological types of ATLL (anaplastic large cell type, n = 10; pleomorphic type, n = 10; and Hodgkin's-like type, n = 10) from 30 cases and 10 cases of HTLV-associated lymphadenitis. Of the three ATLL subtypes, gp46 expression was highest in the anaplastic large cell type, followed by the pleomorphic type and Hodgkin's-like type (mean: 53.4%, 34.9% and 16.0%, respectively; P= 0.0003). In HTLV-1 associated lymphadenitis cases, gp46 positive cells were rarely seen (4.0%). These results suggest that gp46-197 immunohistochemical staining can be a useful histological indicator for prediction of the aggressiveness of ATLL and prognosis for ATLL patients.


Asunto(s)
Productos del Gen env/biosíntesis , Leucemia-Linfoma de Células T del Adulto/metabolismo , Leucemia-Linfoma de Células T del Adulto/patología , Proteínas Oncogénicas de Retroviridae/biosíntesis , Humanos , Inmunohistoquímica , Pronóstico
20.
Am J Surg Pathol ; 43(7): 869-884, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-31116708

RESUMEN

Methotrexate (MTX) carries a risk of lymphoproliferative disorders (LPDs), but MTX-associated LPDs (MTX-LPDs) can resolve spontaneously after MTX withdrawal. However, the precise clinicopathologic features of MTX-LPD remain unclear. We aimed to investigate the clinicopathologic characteristics, outcomes, and prognostic factors for histologic types of MTX-LPD. Paraffin-embedded tissue samples of 219 patients with MTX-LPD were analyzed. In total, 30,33,106, and 26 had reactive lymphoid hyperplasia (RH), polymorphic-LPD (Poly-LPD), diffuse large B-cell lymphomas (DLBCLs), and classic Hodgkin lymphoma (CHL), respectively. The clinicopathologic features of RH, Poly-LPD, DLBCLs, and CHL were as follows: extranodal involvement: 13.8% (4/29), 36.4% (12/33), 69.5% (73/105), and 15.4% (4/26); Epstein-Barr virus encoded RNA positivity: 55.2% (16/29), 71.9% (23/32), 45.3% (48/106), and 76.9% (20/26); necrosis: 0% (0/29), 51.5% (17/33), 34.3% (36/105), and 12.0% (3/25); and Hodgkin Reed-Sternberg-like cells: 17.2% (5/29), 50% (14/28), and 19.8% (21/106). The median duration from MTX withdrawal to the time of disease regression was 10.4, 3.0, 4.2, and 2.7 months for RH, Poly-LPD, DLBCLs, and CHL. After MTX withdrawal, progression-free survival was the greatest for RH, followed by for Poly-LPD, DLBCL, and CHL (all P<0.05). Overall survival did not differ significantly between the groups. On univariate analysis, the predictive factors for progression-free survival included plasma cell infiltrate for CHL, eosinophil infiltrate, age above 70 years, and extensive necrosis for Poly-LPD, while they were Epstein-Barr virus encoded RNA positivity and International Prognostic Index risk for DLBCL on multivariate analysis. In conclusion, histologic categorization and histology-specific factors could be useful for predicting MTX-LPD progression after MTX withdrawal.


Asunto(s)
Antirreumáticos/efectos adversos , Artritis Reumatoide/tratamiento farmacológico , Trastornos Linfoproliferativos/inducido químicamente , Metotrexato/efectos adversos , Adulto , Anciano , Anciano de 80 o más Años , Antirreumáticos/administración & dosificación , Artritis Reumatoide/diagnóstico , Artritis Reumatoide/inmunología , Progresión de la Enfermedad , Esquema de Medicación , Femenino , Herpesvirus Humano 4/genética , Humanos , Huésped Inmunocomprometido , Trastornos Linfoproliferativos/inmunología , Trastornos Linfoproliferativos/patología , Trastornos Linfoproliferativos/virología , Masculino , Metotrexato/administración & dosificación , Persona de Mediana Edad , Infecciones Oportunistas/inducido químicamente , Infecciones Oportunistas/inmunología , Infecciones Oportunistas/virología , Supervivencia sin Progresión , ARN Viral/genética , Medición de Riesgo , Factores de Riesgo , Factores de Tiempo
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