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1.
JCI Insight ; 9(3)2024 Feb 08.
Artículo en Inglés | MEDLINE | ID: mdl-38329122

RESUMEN

Immune checkpoint inhibitors (ICIs) are indicated for a diverse range of cancer types, and characterizing the tumor immune microenvironment is critical for optimizing therapeutic strategies, including ICIs. T cell infiltration and activation status in the tumor microenvironment greatly affects the efficacy of ICIs. Here, we show that semaphorin 6D (Sema6D) forward signaling, which is reportedly involved in coordinating the orientation of cell development and migration as a guidance factor, impaired the infiltration and activation of tumor-specific CD8+ T cells in murine oral tumors. Sema6D expressed by nonhematopoietic cells was responsible for this phenotype. Plexin-A4, a receptor for Sema6D, inhibited T cell infiltration and partially suppressed CD8+ T cell activation and proliferation induced by Sema6D stimulation. Moreover, mouse oral tumors, which are resistant to PD-1-blocking treatment in wild-type mice, showed a response to the treatment in Sema6d-KO mice. Finally, analyses of public data sets of human head and neck squamous cell carcinoma, pan-cancer cohorts, and a retrospective cohort study showed that SEMA6D was mainly expressed by nonhematopoietic cells such as cancer cells, and SEMA6D expression was significantly negatively correlated with CD8A, PDCD1, IFNG, and GZMB expression. Thus, targeting Sema6D forward signaling is a promising option for increasing ICI efficacy.


Asunto(s)
Neoplasias de Cabeza y Cuello , Neoplasias de la Boca , Animales , Humanos , Ratones , Proliferación Celular , Neoplasias de Cabeza y Cuello/genética , Estudios Retrospectivos , Carcinoma de Células Escamosas de Cabeza y Cuello/genética , Microambiente Tumoral
2.
J Immunol ; 212(5): 917-927, 2024 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-38214607

RESUMEN

The adaptive transfer of T cells redirected to cancer cells via chimeric Ag receptors (CARs) has produced clinical benefits for the treatment of hematologic diseases. To extend this approach to solid cancer, we screened CARs targeting surface Ags on human lung cancer cells using (to our knowledge) novel expression cloning based on the Ag receptor-induced transcriptional activation of IL-2. Isolated CARs were directed against fragile X mental retardation 1 neighbor (FMR1NB), a cancer-testis Ag that is expressed by malignant cells and adult testicular germ cells. Anti-FMR1NB CAR human T cells demonstrated target-specific cytotoxicity and successfully controlled tumor growth in mouse xenograft models of lung cancer. Furthermore, to protect CAR T cells from immune-inhibitory molecules, which are present in the tumor microenvironment, we introduced anti-FMR1NB CARs into 2-deoxy-glucose (2DG)-treated human T cells. These cells exhibited reduced binding affinity to immune-inhibitory molecules, and the suppressive effects of these molecules were resisted through blockade of the N-glycosylation of their receptors. Anti-FMR1NB CARs in 2DG-treated human T cells augmented target-specific cytotoxicity in vitro and in vivo. Thus, our findings demonstrated the feasibility of eradicating lung cancer cells using 2DG-treated human T cells, which are able to direct tumor-specific FMR1NB via CARs and survive in the suppressive tumor microenvironment.


Asunto(s)
Discapacidad Intelectual , Neoplasias Pulmonares , Receptores Quiméricos de Antígenos , Humanos , Ratones , Animales , Linfocitos T , Receptores Quiméricos de Antígenos/metabolismo , Receptores de Antígenos de Linfocitos T , Neoplasias Pulmonares/terapia , Glicosilación , Inmunoterapia Adoptiva , Ensayos Antitumor por Modelo de Xenoinjerto , Línea Celular Tumoral , Microambiente Tumoral
3.
J Pathol Transl Med ; 58(1): 22-28, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38229431

RESUMEN

BACKGROUND: Follicular tumors include follicular thyroid adenomas and carcinomas; however, it is difficult to distinguish between the two when the cytology or biopsy material is obtained from a portion of the tumor. The presence or absence of invasion in the resected material is used to differentiate between adenomas and carcinomas, which often results in the unnecessary removal of the adenomas. If nodules that may be follicular thyroid carcinomas are identified preoperatively, active surveillance of other nodules as adenomas is possible, which reduces the risk of surgical complications and the expenses incurred during medical treatment. Therefore, we aimed to identify biomarkers in the invasive subpopulation of follicular tumor cells. METHODS: We performed a spatial transcriptome analysis of a case of follicular thyroid carcinoma and examined the dynamics of CD74 expression in 36 cases. RESULTS: We identified a subpopulation in a region close to the invasive area, and this subpopulation expressed high levels of CD74. Immunohistochemically, CD74 was highly expressed in the invasive and peripheral areas of the tumor. CONCLUSIONS: Although high CD74 expression has been reported in papillary and anaplastic thyroid carcinomas, it has not been analyzed in follicular thyroid carcinomas. Furthermore, the heterogeneity of CD74 expression in thyroid tumors has not yet been reported. The CD74-positive subpopulation identified in this study may be useful in predicting invasion of follicular thyroid carcinomas.

5.
J Eur Acad Dermatol Venereol ; 38(2): 404-412, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37857595

RESUMEN

BACKGROUND: Anti-α6ß4 integrin autoantibodies can be observed in some patients with mucous membrane pemphigoid. We have previously identified anti-α6ß4 integrin extracellular domain autoantibodies together with anti-BP180 NC16A antibodies in a patient with DPP-4 inhibitor-induced bullous pemphigoid. However, the significance and impact of anti-α6ß4 integrin antibodies are unknown. OBJECTIVES: To characterize anti-α6ß4 integrin extracellular domain autoantibodies in pemphigoid patients, to determine whether these antibodies inhibit laminin-α6ß4 integrin binding and to observe their systemic effects. METHODS: Anti-α6ß4 integrin autoantibodies were analysed by staining cells expressing the extracellular region of α6ß4 integrin with sera from 20 patients with pemphigoid. The anti-α6ß4 integrin autoantibodies were characterized using different transfectants. The binding of laminins to α6ß4 integrin was studied using cells expressing the activated conformation of α6ß4 integrin and the inhibitory effect of the autoantibodies on the binding of laminins to α6ß4 integrin was tested. Trends in antibody titres and clinical symptoms were quantified and analysed. RESULTS: IgG autoantibodies against the extracellular domain of anti-α6ß4 integrin were found in some patients with pemphigoid. Laminin binding to α6ß4 integrin was observed in the active conformation of α6ß4 integrin, and serum from a patient with a high titre of anti-α6ß4 integrin antibodies inhibited the binding of both laminin-511 and laminin-332 to α6ß4 integrin. α6ß4 integrin is expressed on the basement membrane of both skin and small intestine, and exfoliation was observed in the patient's epidermis and small intestinal epithelium. A reduction in the titre of the anti-α6ß4 integrin antibody was associated with improvement in both skin and gastrointestinal symptoms. CONCLUSIONS: This study demonstrated the presence of anti-α6ß4 integrin extracellular domain-specific autoantibodies in some patients with pemphigoid. In addition, these autoantibodies showed inhibitory activity on α6ß4 integrin-laminin binding. Anti-α6ß4 integrin antibodies can affect the gastrointestinal tract as well as the skin and oral mucosa.


Asunto(s)
Penfigoide Ampolloso , Humanos , Autoanticuerpos , Colágeno Tipo XVII , Autoantígenos , Colágenos no Fibrilares , Laminina , Tracto Gastrointestinal , Integrinas
6.
Intern Med ; 62(17): 2547-2551, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37661416

RESUMEN

An 84-year-old Japanese man was diagnosed with blastic plasmacytoid dendritic cell neoplasm (BPDCN). We administered combination therapy using venetoclax and azacytidine. We observed neutropenia (Grade 4), thrombocytopenia (Grade 2), and stomatitis (Grade 3). After six cycles of treatment, the BPDCN abnormal cells in the bone marrow specimen almost disappeared, and atypical cells were not detected in a skin biopsy. We propose venetoclax combined with azacytidine as a useful treatment approach in elderly patients, although clinicians should be mindful that therapeutic modifications may be essential to minimize and/or avoid adverse events.


Asunto(s)
Trastornos Mieloproliferativos , Neutropenia , Neoplasias Cutáneas , Anciano , Masculino , Humanos , Anciano de 80 o más Años , Azacitidina/uso terapéutico , Neoplasias Cutáneas/tratamiento farmacológico , Células Dendríticas
8.
Mod Pathol ; 36(11): 100296, 2023 11.
Artículo en Inglés | MEDLINE | ID: mdl-37532181

RESUMEN

Deep learning systems (DLSs) have been developed for the histopathological assessment of various types of tumors, but none are suitable for differential diagnosis between follicular thyroid carcinoma (FTC) and follicular adenoma (FA). Furthermore, whether DLSs can identify the malignant characteristics of thyroid tumors based only on random views of tumor tissue histology has not been evaluated. In this study, we developed DLSs able to differentiate between FTC and FA based on 3 types of convolutional neural network architecture: EfficientNet, VGG16, and ResNet50. The performance of all 3 DLSs was excellent (area under the receiver operating characteristic curve = 0.91 ± 0.04; F1 score = 0.82 ± 0.06). Visual explanations using gradient-weighted class activation mapping suggested that the diagnosis of both FTC and FA was largely dependent on nuclear features. The DLSs were then trained with FTC images and linked information (presence or absence of recurrence within 10 years, vascular invasion, and wide capsular invasion). The ability of the DLSs to diagnose these characteristics was then determined. The results showed that, based on the random views of histology, the DLSs could predict the risk of FTC recurrence, vascular invasion, and wide capsular invasion with a certain level of accuracy (area under the receiver operating characteristic curve = 0.67 ± 0.13, 0.62 ± 0.11, and 0.65 ± 0.09, respectively). Further improvement of our DLSs could lead to the establishment of automated differential diagnosis systems requiring only biopsy specimens.


Asunto(s)
Adenocarcinoma Folicular , Adenoma , Aprendizaje Profundo , Neoplasias de la Tiroides , Humanos , Diagnóstico Diferencial , Neoplasias de la Tiroides/diagnóstico , Neoplasias de la Tiroides/patología , Adenocarcinoma Folicular/diagnóstico , Adenocarcinoma Folicular/patología , Adenoma/diagnóstico , Adenoma/patología
9.
Sci Adv ; 9(20): eade0718, 2023 05 19.
Artículo en Inglés | MEDLINE | ID: mdl-37205755

RESUMEN

Immune checkpoint inhibitors (ICIs) have caused revolutionary changes in cancer treatment, but low response rates remain a challenge. Semaphorin 4A (Sema4A) modulates the immune system through multiple mechanisms in mice, although the role of human Sema4A in the tumor microenvironment remains unclear. This study demonstrates that histologically Sema4A-positive non-small cell lung cancer (NSCLC) responded significantly better to anti-programmed cell death 1 (PD-1) antibody than Sema4A-negative NSCLC. Intriguingly, SEMA4A expression in human NSCLC was mainly derived from tumor cells and was associated with T cell activation. Sema4A promoted cytotoxicity and proliferation of tumor-specific CD8+ T cells without terminal exhaustion by enhancing mammalian target of rapamycin complex 1 and polyamine synthesis, which led to improved efficacy of PD-1 inhibitors in murine models. Improved T cell activation by recombinant Sema4A was also confirmed using isolated tumor-infiltrating T cells from patients with cancer. Thus, Sema4A might be a promising therapeutic target and biomarker for predicting and promoting ICI efficacy.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Semaforinas , Animales , Humanos , Ratones , Anticuerpos Bloqueadores , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Linfocitos T CD8-positivos , Proliferación Celular , Neoplasias Pulmonares/tratamiento farmacológico , Receptor de Muerte Celular Programada 1 , Semaforinas/genética , Semaforinas/metabolismo , Microambiente Tumoral
10.
J Pathol ; 260(1): 56-70, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-36763038

RESUMEN

Platinum resistance is a major obstacle to the treatment of ovarian cancer and is correlated with poor clinical outcomes. Intratumor heterogeneity plays a key role in chemoresistance. Recent studies have emphasized the contributions of genetic and epigenetic factors to the development of intratumor heterogeneity. Although the clinical significance of multi-subunit chromatin remodeler, switch/sucrose nonfermenting (SWI/SNF) complexes in cancers has been reported, the impacts of SWI/SNF-related, matrix-associated, actin-dependent regulator of chromatin, subfamily A, member 4/subfamily A, member 2 (SMARCA4/A2) expression patterns in human cancer tissues have not been fully elucidated. Here, we show that low expression of SMARCA4 and high expression of SMARCA2 are associated with platinum resistance in ovarian high-grade serous carcinoma (HGSC) cells. We used fluorescence multiplex immunohistochemistry (fmIHC) to study resected specimens; we examined heterogeneity in human HGSC tissues at the single-cell level, which revealed that the proportion of cells with the SMARCA4low /SMARCA2high phenotype was positively correlated with clinical platinum-resistant recurrence. We used stable transfection of SMARCA2 and siRNA knockdown of SMARCA4 to generate HGSC cells with the SMARCA4low /SMARCA2high phenotype; these cells had the greatest resistance to carboplatin. Bioinformatics analyses revealed that the underlying mechanism involved in substantial alterations to chromatin accessibility and resultant fibroblast growth factor (FGF) signaling activation, MAPK pathway activation, BCL2 overexpression, and reduced carboplatin-induced apoptosis; these were confirmed by in vitro functional experiments. Furthermore, in vivo experiments in an animal model demonstrated that combination therapy with carboplatin and a fibroblast growth factor receptor (FGFR) inhibitor promoted cell death in HGSC xenografts. Taken together, these observations reveal a specific subpopulation of HGSC cells that is associated with clinical chemoresistance, which may lead to the establishment of a histopathological prediction system for carboplatin response. Our findings may facilitate the development of novel therapeutic strategies for platinum-resistant HGSC cells. © 2023 The Pathological Society of Great Britain and Ireland.


Asunto(s)
Carcinoma , Neoplasias Ováricas , Animales , Femenino , Humanos , Carboplatino/farmacología , Carcinoma/patología , Cromatina , ADN Helicasas/genética , Proteínas Nucleares/genética , Neoplasias Ováricas/tratamiento farmacológico , Neoplasias Ováricas/genética , Neoplasias Ováricas/metabolismo , Factores de Transcripción/genética , Resistencia a Antineoplásicos , Platino (Metal)/farmacología
11.
Medicine (Baltimore) ; 102(8): e33128, 2023 Feb 22.
Artículo en Inglés | MEDLINE | ID: mdl-36827001

RESUMEN

RATIONALE: Basal cell carcinoma (BCC) arising in the umbilicus is relatively rare, and in particular, there have been few reports mentioning peritumoral sweat gland structures histopathologically. We herein, report 2 cases of umbilical BCC with sweat gland structures within and around the tumor. PATIENT CONCERNS: A 61-year-old woman had a 2-year history of black exudative plaque in her umbilicus, and an 80-year-old woman had a 6-month history of dark brownish plaque in the umbilicus, with exudation 2 months prior to her first visit. DIAGNOSES: Based on the histopathological finding, both cases were confirmed as BCC. The results of immunohistochemical staining showed that the tumor cells were Ber-EP4 positive. In addition, EMA-positive glandular structures were seen within and around the tumor. INTERVENTIONS: Curative resection at the level of the linea alba on the bottom side was performed. OUTCOMES: No relapse has been observed since resection in either patient. LESSONS: We herein report 2 cases of umbilical BCC with sweat glands and ducts. Although whether peri- and/or intra-tumor sweat gland structures are the source of the tumor or arise by transdifferentiation from tumor cells remains unclear, these findings may provide clues to help understand the morphopathogenesis of umbilical BCC in the future.


Asunto(s)
Carcinoma Basocelular , Neoplasias Cutáneas , Humanos , Femenino , Persona de Mediana Edad , Anciano de 80 o más Años , Neoplasias Cutáneas/patología , Ombligo/patología , Recurrencia Local de Neoplasia/patología , Carcinoma Basocelular/patología , Glándulas Sudoríparas/patología
12.
Oncol Lett ; 25(2): 45, 2023 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-36644159

RESUMEN

Tumor cell plasticity and tumor heterogeneity are involved in therapy resistance. Cancer stem cells (CSCs) refer to tumor cells that have the ability to self-renew, and generate the diverse cells that comprise the tumor and complicate tumor heterogeneity. In recent years, CSCs have been reported to emerge from non-CSCs, which is known as tumor cell plasticity; however, the mechanism has not been fully elucidated. The present study investigated tumor cell plasticity from the viewpoint of aldehyde dehydrogenase 1 family member A1 (ALDH1A1) activity, which is one of the markers of CSCs. In the endometrioid carcinoma cell line HEC-1B, the ALDH1A1-low population spontaneously yielded an ALDH1A1-high population, mimicking tumor cell plasticity, and it was revealed that the mixture of the ALDH1A1-high population with the ALDH1A1-low population sometimes accelerated the transition from an ALDH1A1-low to ALDH1A1-high population. Two distinct HEC-1B sublines were established. One of the two sublines accelerated such a transition and the other did not show such acceleration. In the former subline, the effect of the ALDH1A1-high population was abolished when the direct cell-cell contact between ALDH1A1-high and ALDH1A1-low populations was inhibited. By comparing the two sublines, the neuronal membrane glycoprotein M6-b (GPM6B) was identified as the candidate mediating tumor cell plasticity. GPM6B was expressed in the border of ALDH1A1-expressing tumor cells and non-expressing tumor cells in clinical samples of EC. Notably, knockout of GPM6B decreased ALDH1A1 expression, whereas its overexpression increased the expression of ALDH1A1, suggesting that GPM6B mediated the induction of ALDH1A1 and the plasticity of CSCs.

13.
Diabetes ; 72(4): 511-519, 2023 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-36657987

RESUMEN

Immune checkpoint inhibitors (ICIs) could cause type 1 diabetes (T1D). However, the underlying mechanism remains unclear. We immunohistochemically analyzed pancreatic specimens from three individuals with ICI-related T1D, and their histopathological data were compared those from three patients who had received ICI therapy but did not develop T1D (non-T1D) and seven normal glucose-tolerant subjects as control subjects. All ICI-related T1D patients had susceptible HLA haplotypes. In ICI-related T1D, the ß-cell area decreased and the α-cell area increased compared with non-T1D and control subjects. The number of CD3-positive cells around islets increased in ICI-related T1D and non-T1D compared with control subjects, while the number of CD68-positive cells around islets increased in ICI-related T1D compared with non-T1D and control subjects. The expression ratios of programmed death-ligand 1 (PD-L1) on islets decreased in non-T1D and almost completely disappeared in ICI-related T1D, while PD-L1 expression was observed in most cells of pancreatic islets in control subjects. This study, therefore, indicates that ICI therapy itself could reduce PD-L1 expression on islets in all subjects, which may be related to ß-cell vulnerability. In addition, we showed that absence of PD-L1 expression on ß-cells, genetic susceptibility, and infiltration of macrophages as well as T lymphocytes around islets might be responsible for T1D onset.


Asunto(s)
Diabetes Mellitus Tipo 1 , Diabetes Mellitus Tipo 2 , Humanos , Diabetes Mellitus Tipo 1/metabolismo , Inhibidores de Puntos de Control Inmunológico , Antígeno B7-H1/genética , Antígeno B7-H1/metabolismo , Predisposición Genética a la Enfermedad
14.
Sci Rep ; 12(1): 16642, 2022 10 05.
Artículo en Inglés | MEDLINE | ID: mdl-36198773

RESUMEN

During tumorigenesis, certain tissues are colonized by mutant clones with oncogenic driver mutations as precancer lesions. These mutations can facilitate clonal expansion and may contribute to malignant transformation. The molecular features of low-grade non-muscle invasive bladder cancer (NMIBC) and high-grade bladder cancer are so distinct that they are thought to follow different evolutionary tumorigenesis pathways. Although NMIBC accounts for most bladder tumors, the somatic mutation patterns in "precancer" urothelium of patients with NMIBC remain unclear. Here, we analyzed specimens of normal urothelium and bladder tumors from patients with low-grade and high-grade NMIBC and investigated the genomic evolution of the cancer. Somatic mutations were analyzed using 50 oncogene-targeted sequences and droplet digital polymerase chain reaction for TERT promoter mutations. Somatic mutations in TERT promoter, FGFR3, and CDKN2A were characteristically identified in the normal urothelium of patients with NMIBC. These mutations, consistently identified in both tumor and normal specimens, likely affect clonal expansion during the malignant transformation of NMIBC. Though larger samples and comprehensive study are warranted to confirm our results, the difference in mutational landscape of the precancerous urothelium of patients with bladder cancer could offer deeper understandings of genomic evolution in bladder tumorigenesis.


Asunto(s)
Neoplasias de la Vejiga Urinaria , Transformación Celular Neoplásica/metabolismo , Humanos , Mutación , Vejiga Urinaria/patología , Neoplasias de la Vejiga Urinaria/patología , Urotelio/patología
15.
Pathol Int ; 72(10): 471-487, 2022 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-36066011

RESUMEN

Semaphorins are a large family of secreted and/or transmembrane proteins, originally identified as proteins that function in axon guidance during neuronal development. However, semaphorins play crucial roles in other physiological and pathological processes, including immune responses, angiogenesis, maintenance of tissue homeostasis, and cancer progression. Class IV semaphorins may be present as transmembrane and soluble forms and are implicated in the pathogenesis of various diseases. This review discusses recent progress on the roles of class IV semaphorins determined by clinical and experimental pathology studies.


Asunto(s)
Neoplasias , Semaforinas , Humanos , Neoplasias/patología , Neovascularización Patológica/patología , Semaforinas/metabolismo
16.
Life Sci Alliance ; 5(11)2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36038260

RESUMEN

Group 2 innate lymphoid cells (ILC2s) have been implicated in both physiologic tissue remodeling and allergic pathology, yet the niche signaling required for ILC2 properties is poorly understood. Here, we show that an axonal guidance cue semaphorin 6D (Sema6D) plays critical roles in the maintenance of IL-10-producing ILC2s. Sema6d -/- mice exhibit a severe steady-state reduction in ILC2s in peripheral sites such as the lung, visceral adipose tissue, and mesentery. Interestingly, loss of Sema6D results in suppressed alarmin-driven type 2 cytokine production but increased IL-10 production by lung ILC2s both in vitro and in vivo. Consequently, Sema6d -/- mice are resistant to the development of allergic lung inflammation. We further found that lung mesenchymal cells highly express Sema6D, and that niche-derived Sema6D is responsible for these phenotypes through plexin A1. Collectively, these findings suggest that niche-derived Sema6D is implicated in physiological and pathological characteristics of ILC2s.


Asunto(s)
Inmunidad Innata , Semaforinas , Animales , Interleucina-10 , Interleucina-33 , Pulmón/patología , Linfocitos , Ratones , Semaforinas/genética
17.
Cell Mol Gastroenterol Hepatol ; 14(4): 905-924, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35835392

RESUMEN

BACKGROUND & AIMS: Tissue-clearing and three-dimensional (3D) imaging techniques aid clinical histopathological evaluation; however, further methodological developments are required before use in clinical practice. METHODS: We sought to develop a novel fluorescence staining method based on the classical periodic acid-Schiff stain. We further attempted to develop a 3D imaging system based on this staining method and evaluated whether the system can be used for quantitative 3D pathological evaluation and deep learning-based automatic diagnosis of inflammatory bowel diseases. RESULTS: We successfully developed a novel periodic acid-FAM hydrazide (PAFhy) staining method for 3D imaging when combined with a tissue-clearing technique (PAFhy-3D). This strategy enabled clear and detailed imaging of the 3D architectures of crypts in human colorectal mucosa. PAFhy-3D imaging also revealed abnormal architectural changes in crypts in ulcerative colitis tissues and identified the distributions of neutrophils in cryptitis and crypt abscesses. PAFhy-3D revealed novel pathological findings including spiral staircase-like crypts specific to inflammatory bowel diseases. Quantitative analysis of crypts based on 3D morphologic changes enabled differential diagnosis of ulcerative colitis, Crohn's disease, and non-inflammatory bowel disease; such discrimination could not be achieved by pathologists. Furthermore, a deep learning-based system using PAFhy-3D images was used to distinguish these diseases The accuracies were excellent (macro-average area under the curve = 0.94; F1 scores = 0.875 for ulcerative colitis, 0.717 for Crohn's disease, and 0.819 for non-inflammatory bowel disease). CONCLUSIONS: PAFhy staining and PAFhy-3D imaging are promising approaches for next-generation experimental and clinical histopathology.


Asunto(s)
Colitis Ulcerosa , Enfermedad de Crohn , Enfermedades Inflamatorias del Intestino , Colitis Ulcerosa/patología , Enfermedad de Crohn/diagnóstico por imagen , Enfermedad de Crohn/patología , Humanos , Hidrazinas , Imagenología Tridimensional , Enfermedades Inflamatorias del Intestino/diagnóstico , Enfermedades Inflamatorias del Intestino/patología , Ácido Peryódico , Polisacáridos , Coloración y Etiquetado
18.
Nat Commun ; 13(1): 4230, 2022 07 22.
Artículo en Inglés | MEDLINE | ID: mdl-35869073

RESUMEN

Myasthenia gravis (MG) is a neurological disease caused by autoantibodies against neuromuscular-associated proteins. While MG frequently develops in thymoma patients, the etiologic factors for MG are not well understood. Here, by constructing a comprehensive atlas of thymoma using bulk and single-cell RNA-sequencing, we identify ectopic expression of neuromuscular molecules in MG-type thymoma. These molecules are found within a distinct subpopulation of medullary thymic epithelial cells (mTECs), which we name neuromuscular mTECs (nmTECs). MG-thymoma also exhibits microenvironments dedicated to autoantibody production, including ectopic germinal center formation, T follicular helper cell accumulation, and type 2 conventional dendritic cell migration. Cell-cell interaction analysis also predicts the interaction between nmTECs and T/B cells via CXCL12-CXCR4. The enrichment of nmTECs presenting neuromuscular molecules within MG-thymoma is further confirmed immunohistochemically and by cellular composition estimation from the MG-thymoma transcriptome. Altogether, this study suggests that nmTECs have a significant function in MG pathogenesis via ectopic expression of neuromuscular molecules.


Asunto(s)
Miastenia Gravis , Timoma , Neoplasias del Timo , Células Epiteliales/patología , Expresión Génica , Humanos , Miastenia Gravis/genética , Timoma/genética , Neoplasias del Timo/genética , Microambiente Tumoral
19.
Int J Cancer ; 151(4): 623-636, 2022 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-35403732

RESUMEN

Western high-fat diets (HFD) are regarded as a major risk factor for prostate cancer (PCa). Using prostate-specific Pten-knockout mice as a PCa model, we previously reported that HFD promoted inflammatory PCa growth. The composition of the gut microbiota changes under the influence of diet exert various effects on the host through immunological mechanisms. Herein, we investigated the etiology of HFD-induced inflammatory cancer growth and the involvement of the gut microbiome. The expression of Hdc, the gene responsible for histamine biosynthesis, and histamine levels were upregulated in large prostate tumors of HFD-fed mice, and the number of mast cells increased around the tumor foci. Administration of fexofenadine, a histamine H1 receptor antagonist, suppressed tumor growth in HFD-fed mice by reducing the number of myeloid-derived suppressor cells and suppressing IL6/STAT3 signaling. HFD intake induced gut dysbiosis, resulting in the elevation of serum lipopolysaccharide (LPS) levels. Intraperitoneal injection of LPS increased Hdc expression in PCa. Inhibition of LPS/Toll-like receptor 4 signaling suppressed HFD-induced tumor growth. The number of mast cells increased around the cancer foci in total prostatectomy specimens of severely obese patients. In conclusion, HFD promotes PCa growth through histamine signaling via mast cells. Dietary high-fat induced gut dysbiosis might be involved in the inflammatory cancer growth.


Asunto(s)
Dieta Alta en Grasa , Neoplasias de la Próstata , Animales , Dieta Alta en Grasa/efectos adversos , Grasas de la Dieta , Disbiosis , Histamina , Humanos , Lipopolisacáridos , Masculino , Ratones , Ratones Endogámicos C57BL , Neoplasias de la Próstata/etiología
20.
Am J Pathol ; 192(6): 904-916, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35358474

RESUMEN

Most patients with Crohn disease (CD), a chronic inflammatory gastrointestinal disease, experience recurrence despite treatment, including surgical resection. However, methods for predicting recurrence remain unclear. This study aimed to predict postoperative recurrence of CD by computational analysis of histopathologic images and to extract histologic characteristics associated with recurrence. A total of 68 patients who underwent surgical resection of the intestine were included in this study and were categorized into two groups according to the presence or absence of postoperative disease recurrence within 2 years after surgery. Recurrence was defined using the CD Activity Index and the Rutgeerts score. Whole-slide images of surgical specimens were analyzed using deep learning model EfficientNet-b5, which achieved a highly accurate prediction of recurrence (area under the curve, 0.995). Moreover, subserosal tissue images with adipose cells enabled highly accurate prediction. Adipose cell morphology showed significant between-group differences in adipose cell size, cell-to-cell distance, and cell flattening values. These findings suggest that adipocyte shrinkage is an important histologic characteristic associated with recurrence. Moreover, there was a significant between-group difference in the degree of mast cell infiltration in the subserosa. These findings show the importance of mesenteric adipose tissue in patient prognosis and CD pathophysiology. These findings also suggest that deep learning-based artificial intelligence enables the extraction of meaningful histologic features.


Asunto(s)
Enfermedad de Crohn , Aprendizaje Profundo , Adipocitos/patología , Inteligencia Artificial , Colon/patología , Enfermedad de Crohn/patología , Enfermedad de Crohn/cirugía , Humanos , Íleon/patología , Intestinos/patología , Mastocitos/patología , Recurrencia
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