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1.
Am J Pathol ; 2024 Jul 19.
Artigo em Inglês | MEDLINE | ID: mdl-39032605

RESUMO

Four subtypes of ovarian high-grade serous carcinoma (HGSC) have previously been identified, each with different prognoses and drug sensitivities. However, the accuracy of classification depended on the assessor's experience. This study aimed to develop a universal algorithm for HGSC-subtype classification using deep learning techniques. An artificial intelligence (AI)-based classification algorithm, which replicates the consensus diagnosis of pathologists, was formulated to analyze the morphological patterns and tumor-infiltrating lymphocyte counts for each tile extracted from whole slide images of ovarian HGSC available in The Cancer Genome Atlas (TCGA) data set. The accuracy of the algorithm was determined using the validation set from the Japanese Gynecologic Oncology Group 3022A1 (JGOG3022A1) and Kindai and Kyoto University (Kindai/Kyoto) cohorts. The algorithm classified the four HGSC-subtypes with mean accuracies of 0.933, 0.910, and 0.862 for the TCGA, JGOG3022A1, and Kindai/Kyoto cohorts, respectively. To compare mesenchymal transition (MT) with non-MT groups, overall survival analysis was performed in the TCGA data set. The AI-based prediction of HGSC-subtype classification in TCGA cases showed that the MT group had a worse prognosis than the non-MT group (P = 0.017). Furthermore, Cox proportional hazard regression analysis identified AI-based MT subtype classification prediction as a contributing factor along with residual disease after surgery, stage, and age. In conclusion, a robust AI-based HGSC-subtype classification algorithm was established using virtual slides of ovarian HGSC.

2.
J Med Case Rep ; 18(1): 104, 2024 Mar 14.
Artigo em Inglês | MEDLINE | ID: mdl-38481300

RESUMO

BACKGROUND: Neurofibromatosis type 1 is an autosomal-dominant disease characterized by café-au-lait spots and neurofibromas, as well as various other symptoms in the bones, eyes, and nervous system. Due to its connection with vascular fragility, neurofibromatosis type 1 has been reported to be associated with vascular lesions, such as aneurysms. However, there have been few reports of abdominal visceral aneurysms associated with neurofibromatosis type 1. Furthermore, there have been no reports of robotic treatment of aneurysms associated with neurofibromatosis type 1. In this report, we describe the case of a patient with neurofibromatosis type 1 with a splenic artery aneurysm who was successfully treated with robotic surgery. CASE PRESENTATION: This report describes a 41-year-old Asian woman with a history of neurofibromatosis type 1 who was referred to our hospital for evaluation of a 28 mm splenic artery aneurysm observed on abdominal ultrasound. The aneurysm was in the splenic hilum, and transcatheter arterial embolization was attempted; however, this was difficult due to the tortuosity of the splenic artery. Thus, we suggested minimally invasive robotic surgery for treatment and resection of the splenic artery aneurysm with preservation of the spleen. The postoperative course was uneventful, and the patient was discharged on the eighth day after surgery. At 1 year of follow-up, the patient was doing well, with no evidence of recurrence. CONCLUSION: We encountered a rare case of splenic artery aneurysm in a patient with neurofibromatosis type 1 who was successfully treated with robotic surgery. There is no consensus on treatment modalities for neurofibromatosis-related aneurysms, and endovascular treatment is considered safe and effective; however, surgery remains an important treatment modality. Especially in patients with stable hemodynamic status, robotic surgery may be considered as definitive treatment. To our knowledge, this is the first successfully treated case of a splenic artery aneurysm in a patient with neurofibromatosis type 1.


Assuntos
Aneurisma , Neurofibromatose 1 , Procedimentos Cirúrgicos Robóticos , Adulto , Feminino , Humanos , Aneurisma/complicações , Aneurisma/diagnóstico por imagem , Aneurisma/cirurgia , Neurofibromatose 1/complicações , Artéria Esplênica/diagnóstico por imagem , Artéria Esplênica/cirurgia , Procedimentos Cirúrgicos Vasculares
3.
PLoS One ; 19(3): e0298673, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38502665

RESUMO

BACKGROUND: Acute kidney injury (AKI) is a critical complication of immune checkpoint inhibitor therapy. Since the etiology of AKI in patients undergoing cancer therapy varies, clarifying underlying causes in individual cases is critical for optimal cancer treatment. Although it is essential to individually analyze immune checkpoint inhibitor-treated patients for underlying pathologies for each AKI episode, these analyses have not been realized. Herein, we aimed to individually clarify the underlying causes of AKI in immune checkpoint inhibitor-treated patients using a new clustering approach with Shapley Additive exPlanations (SHAP). METHODS: We developed a gradient-boosting decision tree-based machine learning model continuously predicting AKI within 7 days, using the medical records of 616 immune checkpoint inhibitor-treated patients. The temporal changes in individual predictive reasoning in AKI prediction models represented the key features contributing to each AKI prediction and clustered AKI patients based on the features with high predictive contribution quantified in time series by SHAP. We searched for common clinical backgrounds of AKI patients in each cluster, compared with annotation by three nephrologists. RESULTS: One hundred and twelve patients (18.2%) had at least one AKI episode. They were clustered per the key feature, and their SHAP value patterns, and the nephrologists assessed the clusters' clinical relevance. Receiver operating characteristic analysis revealed that the area under the curve was 0.880. Patients with AKI were categorized into four clusters with significant prognostic differences (p = 0.010). The leading causes of AKI for each cluster, such as hypovolemia, drug-related, and cancer cachexia, were all clinically interpretable, which conventional approaches cannot obtain. CONCLUSION: Our results suggest that the clustering method of individual predictive reasoning in machine learning models can be applied to infer clinically critical factors for developing each episode of AKI among patients with multiple AKI risk factors, such as immune checkpoint inhibitor-treated patients.


Assuntos
Injúria Renal Aguda , Inibidores de Checkpoint Imunológico , Humanos , Inibidores de Checkpoint Imunológico/efeitos adversos , Injúria Renal Aguda/induzido quimicamente , Radioimunoterapia , Caquexia , Aprendizado de Máquina
4.
Am J Pathol ; 194(7): 1272-1284, 2024 07.
Artigo em Inglês | MEDLINE | ID: mdl-38537936

RESUMO

Tumor-infiltrating lymphocytes (TILs) are associated with improved survival in patients with epithelial ovarian cancer. However, TIL evaluation has not been used in routine clinical practice because of reproducibility issues. The current study developed two convolutional neural network models to detect TILs and to determine their spatial location in whole slide images, and established a spatial assessment pipeline to objectively quantify intraepithelial and stromal TILs in patients with high-grade serous ovarian carcinoma. The predictions of the established models showed a significant positive correlation with the number of CD8+ T cells and immune gene expressions. Patients with a higher density of intraepithelial TILs had a significantly prolonged overall survival and progression-free survival in multiple cohorts. On the basis of the density of intraepithelial and stromal TILs, patients were classified into three immunophenotypes: immune inflamed, excluded, and desert. The immune-desert subgroup showed the worst prognosis. Gene expression analysis showed that the immune-desert subgroup had lower immune cytolytic activity and T-cell-inflamed gene-expression profile scores, whereas the immune-excluded subgroup had higher expression of interferon-γ and programmed death 1 receptor signaling pathway. The established evaluation method provided detailed and comprehensive quantification of intraepithelial and stromal TILs throughout hematoxylin and eosin-stained slides. It has potential for clinical application for personalized treatment of patients with ovarian cancer.


Assuntos
Cistadenocarcinoma Seroso , Aprendizado Profundo , Linfócitos do Interstício Tumoral , Neoplasias Ovarianas , Humanos , Feminino , Linfócitos do Interstício Tumoral/imunologia , Linfócitos do Interstício Tumoral/patologia , Neoplasias Ovarianas/imunologia , Neoplasias Ovarianas/patologia , Neoplasias Ovarianas/genética , Cistadenocarcinoma Seroso/patologia , Cistadenocarcinoma Seroso/imunologia , Cistadenocarcinoma Seroso/genética , Pessoa de Meia-Idade , Idoso , Prognóstico , Células Estromais/patologia , Células Estromais/imunologia , Células Estromais/metabolismo , Linfócitos Intraepiteliais/imunologia , Linfócitos Intraepiteliais/metabolismo
6.
Int J Surg Pathol ; 31(5): 765-771, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-36314449

RESUMO

The most common subtype of ovarian carcinoma associated with somatically derived yolk sac tumor (YST) is endometrioid carcinoma. Only two cases of ovarian mucinous carcinomas associated with YST have been reported; herein, we present three additional patients, along with a review of previous literature and our pathology archives to analyze the tumor prognosis. The patients' ages ranged from 38 to 53 years. Two patients had FIGO stage 1 tumors, and one patient had a stage 3 tumor. Two patients died of the disease within a year, and one patient survived with distant metastasis (32 months after surgery). In all three tumors, the YST-like component comprised less than 5% of the total tumor area. Together with the two previously reported mucinous carcinomas with a YST-like component, the prognosis of the five mucinous carcinomas with a YST-like component were compared with that of 19 conventional mucinous carcinomas resected at our hospital. The survival curves were estimated using the Kaplan-Meier method. As a result, the overall survival rate of patients with mucinous carcinomas with a YST-like component was significantly lower than that of patients with conventional mucinous carcinomas (P = .0014). Our study indicates that the presence of a YST-like component in mucinous carcinomas would be a strong prognostic indicator.


Assuntos
Adenocarcinoma Mucinoso , Carcinoma Endometrioide , Tumor do Seio Endodérmico , Neoplasias Ovarianas , Feminino , Humanos , Adulto , Pessoa de Meia-Idade , Prognóstico , Tumor do Seio Endodérmico/diagnóstico , Tumor do Seio Endodérmico/cirurgia , Imuno-Histoquímica , Neoplasias Ovarianas/diagnóstico , Neoplasias Ovarianas/cirurgia , Neoplasias Ovarianas/patologia , Carcinoma Endometrioide/patologia , Carcinoma Epitelial do Ovário , Adenocarcinoma Mucinoso/diagnóstico , Adenocarcinoma Mucinoso/cirurgia
7.
Gan To Kagaku Ryoho ; 50(13): 1402-1404, 2023 Dec.
Artigo em Japonês | MEDLINE | ID: mdl-38303288

RESUMO

The patient described herein was diagnosed with left breast, endometrial, and early gastric cancers at 49, 53, and 57 years of age, respectively. Magnetic resonance cholangiopancreatography performed when she was undergoing treatment for cholecystitis at 50 years of age showed local pancreatic duct dilatation in the pancreatic head. She was followed in the Department of Gastroenterology at our hospital for an intraductal papillary mucinous neoplasm(IPMN). An abdominal computed tomography scan obtained at 59 years of age revealed dilation of the main pancreatic duct in the pancreas body and tail, therefore an endoscopic ultrasound-guided fine needle aspiration was performed. She was diagnosed with pancreatic cancer and underwent a laparoscopic distal pancreatectomy. The postoperative course was uneventful; however, the pancreatic cancer recurred and she died approximately 14 months postoperatively. Reports of multiple cancers associated with IPMNs are rare, yet we managed a patient with a pancreatic head IPMN complicated by metachronous quadruple carcinomas( breast, endometrial, gastric, and pancreatic cancers).


Assuntos
Adenocarcinoma Mucinoso , Carcinoma Ductal Pancreático , Neoplasias Intraductais Pancreáticas , Neoplasias Pancreáticas , Feminino , Humanos , Carcinoma Ductal Pancreático/patologia , Neoplasias Intraductais Pancreáticas/cirurgia , Pancreatectomia , Adenocarcinoma Mucinoso/cirurgia , Adenocarcinoma Mucinoso/diagnóstico , Recidiva Local de Neoplasia/cirurgia , Neoplasias Pancreáticas/patologia , Ductos Pancreáticos/patologia
8.
J Gynecol Oncol ; 33(6): e78, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36245228

RESUMO

OBJECTIVE: To assess the incidence of bevacizumab-associated gastrointestinal (GI) perforation during first-line treatment of patients with ovarian, fallopian tube, or peritoneal cancer receiving neoadjuvant chemotherapy (NAC) in Japanese real-world clinical practice. METHODS: A retrospective study was conducted using a healthcare claims database owned by Medical Data Vision Co., Ltd. (study period, 2008-2020). Patients who initiated first-line treatment of ovarian, fallopian tube, or peritoneal cancer were identified and divided into NAC and primary debulking surgery (PDS) groups. The incidence of bevacizumab-associated GI perforation was compared within the NAC group and between the groups. RESULTS: Paclitaxel + carboplatin (TC) was most commonly used as first-line treatment (39.5% and 59.6% in the NAC and PDS groups, respectively). TC + bevacizumab was used in 9.3% and 11.6% of patients in the NAC and PDS groups, respectively. In the NAC group receiving TC, the proportion of patients with risk factors for GI perforation was lower among patients with versus without concomitant bevacizumab. The incidence of GI perforation in the NAC group was 0.38% (1/266 patients) in patients receiving TC + bevacizumab and 0.18% (2/1,131 patients) in patients receiving TC without bevacizumab (risk ratio=2.13; 95% confidence interval [CI]=0.19 to 23.36; risk difference=0.20; 95% CI=-0.58 to 0.97). None of the 319 patients in the PDS group receiving TC + bevacizumab had GI perforation. CONCLUSION: No notable increase was observed in GI perforation associated with NAC containing bevacizumab. We conclude that bevacizumab is prescribed with sufficient care in Japan to avoid GI perforation.


Assuntos
Neoplasias Ovarianas , Neoplasias Peritoneais , Feminino , Humanos , Terapia Neoadjuvante/efeitos adversos , Bevacizumab , Japão/epidemiologia , Estudos Retrospectivos , Tubas Uterinas , Incidência , Neoplasias Ovarianas/cirurgia , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Neoplasias Peritoneais/tratamento farmacológico , Neoplasias Peritoneais/epidemiologia , Carboplatina , Paclitaxel , Atenção à Saúde
9.
J Obstet Gynaecol Res ; 48(11): 2730-2737, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36054581

RESUMO

AIM: Postpartum anemia and iron deficiency are reportedly involved in postpartum depression, but the association between perinatal depression and iron deficiency with or without anemia is poorly documented. This pilot study retrospectively investigated the relationship between non-anemic iron deficiency (NAID) in early pregnancy and perinatal depressive symptoms. METHODS: This study included 31 non-anemic women among patients who received perinatal care with preserved residual serum from routine antenatal checkups in Kyoto University Hospital. All participants gave informed consent for research. The ferritin concentration in their preserved serum was measured. The hemoglobin (Hb) and ferritin in early pregnancy, as well as the Edinburgh Postpartum Depression Scale (EPDS) at mid-pregnancy and 1 month after childbirth were analyzed. Iron deficiency was defined as a serum ferritin concentration < 30 ng/mL. RESULTS: Based on the ferritin level in early pregnancy, 13 women (41.9%) had NAID, whereas 18 were normal. The mean Hb and ferritin were 12.7 ± 0.6 g/dL and 18.5 ± 5.8 ng/mL in the NAID group and 12.8 ± 0.9 g/dL and 74.7 ± 39.2 ng/mL in the normal group, respectively. The median EPDS scores at mid-pregnancy and 1 month postpartum, respectively, were 2.0 (2.0-3.3) and 5.0 (4.0-6.6) in the NAID group and 4.5 (2.3-7.3) and 4.5 (2.3-5.7) in the normal group. EPDS scores increased significantly from mid-pregnancy to 1 month postpartum in the NAID group only. CONCLUSION: NAID in early pregnancy was highly prevalent and was suggested to reduce resilience to depression during the perinatal period.


Assuntos
Anemia Ferropriva , Anemia , Depressão Pós-Parto , Deficiências de Ferro , Feminino , Humanos , Gravidez , Projetos Piloto , Estudos Retrospectivos , Saúde Mental , Ferritinas , Hemoglobinas/análise , Hemoglobinas/metabolismo , Parto
10.
Front Neurol ; 13: 881528, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35775048

RESUMO

This study aimed to evaluate the utility of immunohistochemical staining of vascular Notch3 deposits in biopsied unfixed frozen skin samples from patients with suspected cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL). We analyzed vascular Notch3 deposits in unfixed frozen skin biopsy samples obtained from 43 patients with suspected CADASIL by immunohistochemistry using antibodies against the extracellular domain (ECD) of Notch3. We also sequenced the NOTCH3 gene in all patients, as well as evaluated their symptoms and neuroimages. We found granular Notch3 ECD deposits in the vessel walls of unfixed frozen skin biopsy samples in 10 of the 43 suspected patients with CADASIL. All 10 cases with skin Notch3 ECD deposits also carried reported pathogenic variants in the NOTCH3 gene associated with CADASIL. NOTCH3 variants of unknown significance were found in the other four patients without vascular Notch3 ECD or granular osmiophilic material deposits in biopsied skin samples. The remaining 29 cases without vascular Notch3 ECD deposits did not have variants in the NOTCH3 gene. Immunohistochemical evaluation of vascular Notch3 ECD deposits in unfixed frozen biopsied skin samples may be useful for detecting Notch3 deposits in CADASIL.

11.
Support Care Cancer ; 30(9): 7569-7574, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35674795

RESUMO

PURPOSE: Healthy lifestyle is related to quality of life (QOL) after cancer diagnosis and prognosis. However, there are few reports on patients conscious of healthy lifestyle and patients requiring medical providers' attention regarding healthy lifestyle. We aimed to develop a healthy lifestyle consciousness index (HLCI) for cancer patients and evaluated its validity in gynecological cancer patients. METHODS: The HLCI was designed to assess degree of healthy lifestyle consciousness, including items regarding "diet," "exercise," "body weight," and "sleep." Exploratory factor analysis was performed for dimensionality of the scale; Cronbach's alpha was calculated to assess internal-consistency reliability. For criterion-based validity, we calculated proportions of stage III/IV gynecological malignancies in those with categorized HLCI scores based on tertiles. Concurrent validity was evaluated between HLCI and other quality of life (QOL) scales including European Organization for Research and Treatment of Cancer QLQ-C30 in limited patients. RESULTS: HLCI comprised five 10-point items (0-45); higher values implied improved healthy lifestyle consciousness. Data from 108 gynecological malignancy patients at Kyoto University Hospital were analyzed. The mean age of subjects was 55.8 years; 36.1% of them had uterine corpus cancer; 34.3% were at stage III/IV of gynecological malignancy. The factor analysis revealed HLCI was unidimensional; the reliability based on Cronbach's alpha was satisfactory (0.88). The proportions of stage III/IV gynecological malignancies were 25.7%, 33.3%, and 44.4% in those with first (7-24 points), second (25-30 points), and third (31-46 points) tertiles of HLCI score, respectively. For patients with other QOL scales (n = 25), the mean scores of global health status of QLQ-C30 were 33.3, 50.0, and 83.3 for first, second, and third tertiles of HLCI score, respectively. CONCLUSION: HLCI was successfully validated; thus, patients with advanced stages or higher QOL might have strong consciousness regarding healthy lifestyle. HLCI may be useful in precision care for improved lifestyles and QOL.


Assuntos
Qualidade de Vida , Neoplasias Uterinas , Estado de Consciência , Feminino , Estilo de Vida Saudável , Humanos , Pessoa de Meia-Idade , Psicometria , Reprodutibilidade dos Testes , Inquéritos e Questionários
12.
JCI Insight ; 7(12)2022 06 22.
Artigo em Inglês | MEDLINE | ID: mdl-35552285

RESUMO

Tertiary lymphoid structures (TLS) are transient ectopic lymphoid aggregates whose formation might be caused by chronic inflammation states, such as cancer. However, how TLS are induced in the tumor microenvironment (TME) and how they affect patient survival are not well understood. We investigated TLS distribution in relation to tumor infiltrating lymphocytes (TILs) and related gene expression in high-grade serous ovarian cancer (HGSC) specimens. CXCL13 gene expression correlated with TLS presence and the infiltration of T cells and B cells, and it was a favorable prognostic factor for patients with HGSC. Coexistence of CD8+ T cells and B cell lineages in the TME significantly improved the prognosis of HGSC and was correlated with the presence of TLS. CXCL13 expression was predominantly coincident with CD4+ T cells in TLS and CD8+ T cells in TILs, and it shifted from CD4+ T cells to CD21+ follicular DCs as TLS matured. In a mouse ovarian cancer model, recombinant CXCL13 induced TLS and enhanced survival by the infiltration of CD8+ T cells. These results suggest that TLS formation was associated with CXCL13-producing CD4+ T cells and that TLS facilitated the coordinated antitumor response of cellular and humoral immunity in ovarian cancer.


Assuntos
Neoplasias Ovarianas , Estruturas Linfoides Terciárias , Animais , Linfócitos T CD4-Positivos/patologia , Quimiocina CXCL13/metabolismo , Feminino , Humanos , Linfócitos do Interstício Tumoral , Camundongos , Neoplasias Ovarianas/patologia , Prognóstico , Estruturas Linfoides Terciárias/patologia , Microambiente Tumoral
13.
Cancer Sci ; 113(4): 1428-1434, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35043515

RESUMO

In Japan, the National Immunization Program against human papillomavirus (HPV) targets girls aged 12-16 years, and catch-up vaccination is recommended for young women up to age 26 years. Because HPV infection rates increase soon after sexual debut, we evaluated HPV vaccine effectiveness by age at first vaccination. Along with vaccination history, HPV genotyping results from 5795 women younger than 40 years diagnosed with cervical intraepithelial neoplasia grade 2-3 (CIN2-3), adenocarcinoma in situ (AIS), or invasive cervical cancer were analyzed. The attribution of vaccine-targeted types HPV16 or HPV18 to CIN2-3/AIS was 47.0% for unvaccinated women (n = 4297), but 0.0%, 13.0%, 35.7%, and 39.6% for women vaccinated at ages 12-15 years (n = 36), 16-18 years (n = 23), 19-22 years (n = 14), and older than 22 years (n = 91), respectively, indicating the greater effectiveness of HPV vaccination among those initiating vaccination at age 18 years or younger (P < .001). This finding was supported by age at first sexual intercourse; among women with CIN2-3/AIS, only 9.2% were sexually active by age 14 years, but the percentage quickly increased to 47.2% by age 16 and 77.1% by age 18. Additionally, the HPV16/18 prevalence in CIN2-3/AIS was 0.0%, 12.5%, and 40.0% for women vaccinated before (n = 16), within 3 years (n = 8), and more than 3 years after (n = 15) first intercourse, respectively (P = .004). In conclusion, our data appear to support routine HPV vaccination for girls aged 12-14 years and catch-up vaccination for adolescents aged 18 years and younger in Japan.


Assuntos
Infecções por Papillomavirus , Vacinas contra Papillomavirus , Displasia do Colo do Útero , Neoplasias do Colo do Útero , Adolescente , Feminino , Papillomavirus Humano 16 , Papillomavirus Humano 18 , Humanos , Japão/epidemiologia , Papillomaviridae , Infecções por Papillomavirus/epidemiologia , Infecções por Papillomavirus/prevenção & controle , Vacinas contra Papillomavirus/uso terapêutico , Neoplasias do Colo do Útero/epidemiologia , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/prevenção & controle , Vacinação/efeitos adversos , Eficácia de Vacinas
14.
Magn Reson Imaging ; 85: 161-167, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34687853

RESUMO

PURPOSE: To evaluate radiomic machine learning (ML) classifiers based on multiparametric magnetic resonance images (MRI) in pretreatment assessment of endometrial cancer (EC) risk factors and to examine effects on radiologists' interpretation of deep myometrial invasion (dMI). METHODS: This retrospective study examined 200 consecutive patients with EC during January 2004 -March 2017, divided randomly to Discovery (n = 150) and Test (n = 50) datasets. Radiomic features of tumors were extracted from T2-weighted images, apparent diffusion coefficient map, and contrast enhanced T1-weighed images. Using the Discovery dataset, feature selection and hyperparameter tuning for XGBoost were performed. Ten classifiers were built to predict dMI, histological grade, lymphovascular invasion (LVI), and pelvic/paraaortic lymph node metastasis (PLNM/PALNM), respectively. Using the Test dataset, the diagnostic performances of ten classifiers were assessed by the area under the receiver operator characteristic curve (AUC). Next, four radiologists assessed dMI independently using MRI with a Likert scale before and after referring to inference of the ML classifier for the Test dataset. Then, AUCs obtained before and after reference were compared. RESULTS: In the Test dataset, mean AUC of ML classifiers for dMI, histological grade, LVI, PLNM, and PALNM were 0.83, 0.77, 0.81, 0.72, and 0.82. AUCs of all radiologists for dMI (0.83-0.88) were better than or equal to mean AUC of the ML classifier, which showed no statistically significant difference before and after the reference. CONCLUSION: Radiomic classifiers showed promise for pretreatment assessment of EC risk factors. Radiologists' inferences outperformed the ML classifier for dMI and showed no improvement by review.


Assuntos
Neoplasias do Endométrio , Aprendizado de Máquina , Neoplasias do Endométrio/diagnóstico por imagem , Feminino , Humanos , Imageamento por Ressonância Magnética/métodos , Prognóstico , Radiologistas , Estudos Retrospectivos , Fatores de Risco
15.
Cancer Immunol Immunother ; 71(6): 1431-1442, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34689225

RESUMO

Immunotherapy has experienced remarkable growth recently. Tertiary lymphoid structures (TLSs) and B cells may play a key role in the immune response and have a survival benefit in some solid tumors, but there have been no reports about their role in endometrial cancer (EC). We investigated the clinicopathological and pathobiological characteristics of the tumor microenvironment (TME) in EC. Patients with EC at Kyoto University Hospital during 2006-2011 were retrospectively included. In 104 patients with EC who met study inclusion criteria, 81 (77.9%) had TLSs, which consisted of areas rich in CD20+ B cells, CD8+ T cells, CD4+ T cells, and CD38+ plasma cells. The absence of TLS was independently associated with tumor progression (HR, 0.154; 95% CI, 0.044-0.536; P = 0.003). Patients with TLSs that included CD23+ germinal centers had better PFS. All tumor infiltrating lymphocytes were counted in the intratumor site. The number of CD20+ B cells was significantly larger in patients with TLSs than in those without TLS (P < 0.001). CD20+ B cells numbers were positively correlated with other TLSs. The larger number of CD20+ B cell was associated with better PFS (P = 0.015). TLSs and B cell infiltration into tumors are associated with favorable survival outcomes in patients with EC. They may represent an active immune reaction of the TME in endometrial cancer.


Assuntos
Neoplasias do Endométrio , Estruturas Linfoides Terciárias , Antígenos CD20 , Linfócitos T CD8-Positivos/patologia , Neoplasias do Endométrio/patologia , Feminino , Humanos , Linfócitos do Interstício Tumoral , Prognóstico , Estudos Retrospectivos , Microambiente Tumoral
16.
Pregnancy Hypertens ; 25: 240-243, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-34315129

RESUMO

OBJECTIVES: To investigate the epidemiologic and clinical characteristics of maternal near-misses attributable to haemorrhagic stroke (HS) occurring in patients with hypertensive disorders of pregnancy (HDP), with a focus on severe neurological morbidity. METHODS: A national retrospective cohort study was conducted using the national database of health insurance claims for the period 2010 to 2017. The subjects were all insured women with a diagnosis of both HDP and HS. Severe neurological morbidity requiring rehabilitation, types of HDP, types of HS, and magnesium sulphate use were tabulated. RESULTS: The number of women with HDP who were diagnosed with HS was 3.4 per 100,000 deliveries between 2010 and 2017. Forty percent of HDP-related HS cases had neurological morbidities requiring rehabilitation (1.4 per 100,000 deliveries), and 4.4% were in a persistent vegetative state after HS. Of the HDP cases who developed HS, 69.2% were severe HDP, of which 55.6% were without eclampsia. The most common type of HS was intracerebral haemorrhage (2.5 per 100,000 deliveries), followed by subarachnoid haemorrhage due to cerebral aneurysm (1.2 per 100,000 deliveries). The frequency of magnesium sulphate use increased in all patients with HDP-related HS in the second half of the study period (2014-2017) compared with the first half (2010-2013) (p < 0.0001). This was more evident in cases of HDP-related HS with eclampsia (31.9% to 83.8%) compared to those without eclampsia (25.0% to 42.9%). CONCLUSION: Of the maternal near-miss cases due to HDP-related HS, 40.0% were rehabilitated and 69.2% were HDP without either eclampsia or severe hypertension.


Assuntos
Acidente Vascular Cerebral Hemorrágico/epidemiologia , Hipertensão Induzida pela Gravidez , Cuidado Pré-Natal , Adulto , Estudos de Coortes , Bases de Dados Factuais , Feminino , Acidente Vascular Cerebral Hemorrágico/diagnóstico , Acidente Vascular Cerebral Hemorrágico/diagnóstico por imagem , Humanos , Japão/epidemiologia , Pessoa de Meia-Idade , Programas Nacionais de Saúde , Near Miss , Gravidez , Prevalência , Estudos Retrospectivos , Adulto Jovem
17.
Intern Med ; 60(15): 2479-2482, 2021 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-33678736

RESUMO

A 64-year-old Japanese man with recurrent cerebral ischemic events and cognitive impairment was suspected of having cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL) because of a family history and brain magnetic resonance imaging findings of cerebral white matter hyperintensities. The cysteine-sparing variation p.Val237Met was identified in NOTCH3. An intensive skin biopsy showed negative results (no granular osmiophilic material or positive NOTCH3 immunostaining), suggesting that the patient's definite diagnosis and pathogenicity of p.Val237Met were uncertain. We additionally reviewed previous reports of two Japanese families with p.Val237Met.


Assuntos
CADASIL , CADASIL/diagnóstico , CADASIL/genética , Cisteína/genética , Heterozigoto , Humanos , Japão , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Mutação , Receptor Notch3/genética
18.
ESC Heart Fail ; 8(2): 1178-1185, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33381924

RESUMO

AIMS: Hereditary transthyretin (ATTRv) amyloidosis is the most frequent and representative form of autosomal dominant hereditary systemic amyloidosis. Disease-modifying treatments of the disease are more effective during the early stages, and we require biomarkers to detect early pathological changes for prompt diagnosis. This study aimed to investigate whether plasma growth differentiation factor 15 (GDF-15) levels could aid detection of early pathological changes in ATTRv amyloidosis. METHODS AND RESULTS: We retrospectively studied 32 patients with ATTRv amyloidosis, eight asymptomatic TTR mutation carriers, and eight healthy volunteers. We evaluated plasma GDF-15 levels in these subjects as related to levels of brain natriuretic peptide and high-sensitivity troponin T, echocardiographic features, 99m Tc-pyrophosphate (PYP) scans, and cardiac magnetic resonance imaging findings. Plasma GDF-15 levels significantly increased even in asymptomatic TTR mutation carriers compared with healthy volunteers (P < 0.01). Plasma GDF-15 levels were significantly correlated with plasma brain natriuretic peptide values (P < 0.01), serum high-sensitivity troponin T values (P < 0.05), and interventricular septal thickness at end-diastole (P < 0.01) in patients with ATTRv amyloidosis. Plasma GDF-15 levels in patients with PYP-positive ATTRv amyloidosis were significantly higher than those in patients with PYP-negative ATTRv amyloidosis (P < 0.01). Plasma GDF-15 levels in patients with late gadolinium enhancement-positive ATTRv amyloidosis were significantly higher than those in patients with late gadolinium enhancement-negative ATTRv amyloidosis (P < 0.01). Groups of patients with different TTR genotypes manifested different plasma GDF-15 levels. CONCLUSIONS: Growth differentiation factor 15 may reflect early pathological changes of ATTRv amyloidosis.


Assuntos
Neuropatias Amiloides Familiares/diagnóstico , Fator 15 de Diferenciação de Crescimento , Meios de Contraste , Gadolínio , Fator 15 de Diferenciação de Crescimento/sangue , Humanos , Estudos Retrospectivos
19.
Amyloid ; 28(2): 107-112, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-33305623

RESUMO

Amyloidosis is a protein-misfolding disease characterised by insoluble amyloid deposits in the extracellular space of various organs and tissues, such as the brain, heart, kidneys, and ligaments. We previously reported the frequent occurrence of amyloid deposits in the ligament flavum in the presence of lumbar spinal canal stenosis (LSCS), which is a common spinal disorder in older individuals. Our earlier clinicopathological studies revealed that amyloid deposits derived from transthyretin (TTR) were involved in the pathogenesis of LSCS. ATTR amyloid was the most common form in the ligamentum flavum, but amyloid deposits that were not identified still existed in more than 50% of patients with LSCS. In this study, we found apolipoprotein AI (AApoAI) amyloid deposits in the ligamentum flavum of patients with LSCS. The deposits occurred in 12% of patients with LSCS. Biochemical studies revealed that the amyloid deposits consisted mainly of full-length ApoAI. As a notable finding, the lumbar ligamentum flavum of patients who had LSCS with double-positive amyloid deposits-positive for both ATTR and AApoAI-was significantly thicker than that of patients who had LSCS with single-positive-that is, positive for either ATTR or AApoAI-amyloid deposits. We thus suggest that lumbar AApoAI amyloid formation may enhance the pathological changes of lumbar ATTR amyloidosis in patients with LSCS.


Assuntos
Amiloidose , Ligamento Amarelo , Idoso , Apolipoproteína A-I , Constrição Patológica , Humanos , Ligamento Amarelo/diagnóstico por imagem , Placa Amiloide , Canal Medular
20.
J Neurol Sci ; 415: 116931, 2020 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-32470649

RESUMO

To detect vascular Notch3 extracellular domain aggregates in CADASIL, we developed a novel dot-blot assay with both autopsy and biopsy skin samples. We obtained samples from 11 patients with CADASIL and 12 control patients, and we performed dot-blot analyses by using sequential biochemical tissue extractions with three different antibodies against specific regions of the Notch3 extracellular domain. We also analyzed clinical features and vascular accumulations of Notch3 by immunohistochemistry. Via the dot-blot assay with the antibody against the C-terminal region of the Notch3 extracellular domain, we successfully detected Notch3 extracellular domain aggregates in skin tissue homogenates obtained from patients with CADASIL. Our novel method may therefore aid the diagnosis of CADASIL.


Assuntos
CADASIL , CADASIL/diagnóstico , Humanos , Immunoblotting , Imuno-Histoquímica , Mutação , Receptor Notch3/genética , Receptores Notch/genética , Pele
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