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1.
Gynecol Oncol ; 187: 51-57, 2024 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-38723340

RESUMO

OBJECTIVE: Trophoblast Cell Surface Antigen 2 (Trop-2) is a transmembrane glycoprotein that is overexpressed in various cancers, with immunological significance as a target for tumor-reactive T-cells. We aimed to investigate the association between the expression of Trop-2 and the tumor immune microenvironment in cervical cancer. METHODS: The study included 123 patients with cervical cancer who underwent primary surgery between 2000 and 2020 in our hospital. Trop-2 expression was evaluated using anti-Trop-2 monoclonal antibody clone MAB650. Immune biomarkers, including PD-L1 (22C3), CD3 (PS1), and CD8 (4B11), were also evaluated. Trop-2 and PD-L1 positivity were defined by an H-score ≥ 10 and a combined positive score (CPS) ≥1, respectively. Tumor-infiltrating lymphocytes (TILs) were assessed in the five selected independent areas. The correlation between Trop-2 expression and immune biomarkers was analyzed. RESULTS: The cohort comprised patients with squamous cell carcinoma (SCC) (54.5%) and non-SCC (45.5%). Trop-2 was positive in 84.6% of samples and more commonly expressed in SCC (SCC vs. non-SCC; 97.0% vs. 69.6%, p < 0.001). Intratumoral CD3+ and CD8 + TILs were significantly more common in Trop-2-positive cases (CD3, Mann-Whitney U = 383, p < 0.0001; CD8, U = 442, p < 0.0001). Additionally, significant positive correlations were found between the Trop-2H-score and immune markers (CD3 + TILs, r = 0.295, p < 0.001; CD8 + TILs, r = 0.267, p = 0.001; PD-L1 CPS, r = 0.178, p = 0.025). No significant associations were detected between TILs and other clinicopathological features, including prognosis. CONCLUSION: Expression of Trop-2 in cervical cancer is associated with increased levels of intratumoral TILs, indicating the potential of Trop-2 targeted therapy alone or in combination with immune checkpoint inhibitors.

2.
Artigo em Inglês | MEDLINE | ID: mdl-38754794

RESUMO

BACKGROUND AND AIMS: Eosinophilic esophagitis (EoE) has been increasingly diagnosed globally. However, there have been few general population-based studies in Asia. The aim of this study was to investigate EoE epidemiology in the Japanese general population. METHODS: We analyzed an employer-based health insurance claim database from January 2005 to September 2022. EoE cases were identified based on the International Classification of Diseases-tenth Revision code, K20.0. We calculated the incidence and prevalence of EoE using Poisson regression and binomial distribution, respectively. Using 10 matched controls for each EoE case, a nested case-control study was performed to identify potential risk factors for EoE. RESULTS: Of 15,200,895 individuals, 1,010 EoE cases were identified. The incidence and prevalence of EoE were 2.82 (95% CI 2.44-3.26) per 100,000 person-years and 10.68 (95% CI 10.01-11.37) per 100,000 people in 2022, nearly three and eight times as high as those in 2017, respectively. Smoking was associated with decreased risk of EoE (OR 0.45 (0.36 to 0.56), p<0.001) whereas alcohol consumption (OR 1.51 (1.21 to 1.88), p<0.001) were associated with increased risk of EoE along with several allergic conditions and psychiatric disorders. EoE was not related to either body mass index or lifestyle-related diseases such as hypertension, diabetes mellitus, hyperuricemia, and dyslipidemia. CONCLUSION: The incidence and prevalence of EoE in Japan have steadily increased over the past two decades. Nevertheless, EoE remains less common in Japan compared to the United States and Western Europe. Factors contributing to the epidemiology of EoE on a global basis may improve our understanding of the contribution of genetic and environmental risk factors.

3.
NMR Biomed ; : e5177, 2024 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-38751142

RESUMO

This study aimed to implement a physics-informed unsupervised deep neural network (DNN) to estimate cerebral blood flow (CBF) and arterial transit time (ATT) from multi-delay arterial spin labeling (ASL), and compare its performance with that of a supervised DNN and the conventional method. Supervised and unsupervised DNNs were trained using simulation data. The accuracy and noise immunity of the three methods were compared using simulations and in vivo data. The simulation study investigated the differences between the predicted and ground-truth values and their variations with the noise level. The in vivo study evaluated the predicted values from the original images and noise-induced variations in the predicted values from the synthesized noisy images by adding Rician noise to the original images. The simulation study showed that CBF estimated using the supervised DNN was not biased by noise, whereas that estimated using other methods had a positive bias. Although the ATT with all methods exhibited a similar behavior with noise increase, the ATT with the supervised DNN was less biased. The in vivo study showed that CBF and ATT with the supervised DNN were the most accurate and that the supervised and unsupervised DNNs had the highest noise immunity in CBF and ATT estimations, respectively. Physics-informed unsupervised learning can estimate CBF and ATT from multi-delay ASL signals, and its performance is superior to that of the conventional method. Although noise immunity in ATT estimation was superior with unsupervised learning, other performances were superior with supervised learning.

4.
Artigo em Inglês | MEDLINE | ID: mdl-38576269

RESUMO

BACKGROUND AND AIM: Nonsteroidal anti-inflammatory drugs (NSAIDs) damage the small intestine via neutrophil infiltration driven by the mucosal invasion of enterobacteria. The antimicrobial function of neutrophils is partially dependent on neutrophil extracellular traps (NETs). Excessive NET formation has been associated with several inflammatory diseases. Here, we aimed to investigate the role of NETs in NSAID-induced small intestinal damage using human samples and an experimental mouse model. METHODS: Human small intestine specimens were obtained from NSAID users during double-balloon enteroscopy. Wild-type, protein arginine deiminase 4 (PAD4) knockout, and antibiotic-treated mice were administered indomethacin to induce small intestinal injury. The expression of NET-associated proteins, including PAD4, citrullinated histone H3 (CitH3), cell-free DNA, and myeloperoxidase (MPO), was evaluated. RESULTS: The double-positive stained area with CitH3 and MPO, which is specific for neutrophil-derived extracellular traps, was significantly high in the injured small intestinal mucosa of NSAID users. In a mouse model, small intestinal damage developed at 6 h after indomethacin administration, accompanied by increased mRNA levels of interleukin-1ß and keratinocyte chemoattractant and elevated NET-associated protein levels of PAD4, CitH3, and MPO in small intestine and serum levels of cell-free DNA. Both genetic deletion and pharmacological inhibition of PAD4 attenuated this damage by reducing the mRNA expression of inflammatory cytokines and NET-associated proteins. Furthermore, mice pretreated with antibiotics showed resistance to indomethacin-induced small intestinal damage, with less NET formation. CONCLUSION: These results suggest that NETs aggravate NSAID-induced small intestinal injury. Therefore, NET inhibition could be a potential treatment for NSAID-induced small intestinal injury.

5.
Artigo em Espanhol | MEDLINE | ID: mdl-38628503

RESUMO

Esophageal submucosal hematoma is a rare, often incidental complication of therapeutic endoscopic procedures marked by disrupted blood vessels beneath the esophageal mucosa, forming a hematoma. We report the unique case of a severely thin and alcoholic 38-year-old woman with a history of reflux esophagitis who developed an esophageal submucosal hematoma during an unsedated transnasal endoscopy for health check-up. During the procedure, the patient experienced strong vomiting reflexes and vomited blood, leading to the initial suspicion of either Mallory-Weiss syndrome or epistaxis. However, subsequent sedated endoscopy revealed an esophageal submucosal tumor-like lesion and a mucosal laceration with blood clots, prompting a dual diagnosis of esophageal submucosal hematoma and Mallory-Weiss syndrome. The bleeding was not severe enough to require hemostatic intervention. The patient opted for conservative treatment with vonoprazan, which resulted in the improvement and healing of the hematoma within 28 days. This is the first report of an esophageal submucosal hematoma during transnasal endoscopy and emphasizes the importance of including an esophageal submucosal hematoma and Mallory-Weiss syndrome in the differential diagnosis of hematemesis encountered in similar scenarios. Factors such as severe thinness, daily alcohol consumption, and reflux esophagitis may have possibly contributed to the development of the esophageal submucosal hematoma in this patient.

6.
Anticancer Res ; 44(5): 2125-2132, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38677749

RESUMO

BACKGROUND/AIM: Trabectedin is used as a treatment for advanced-stage soft tissue sarcomas (STSs), particularly liposarcoma and leiomyosarcoma. Aside from its direct effect on tumor cells, trabectedin can affect the immune system in the tumor microenvironment. This study aimed to evaluate whether inflammatory biomarkers predict trabectedin efficacy in STSs. PATIENTS AND METHODS: We retrospectively reviewed the clinical features and outcomes of patients with STS treated with trabectedin at our institution between 2016 and 2020. The neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR), platelet-to-lymphocyte ratio (PLR), and systemic inflammation response index (SIRI=neutrophil × monocyte/lymphocyte) were calculated based on the blood samples obtained prior to trabectedin treatment initiation. Analyses of overall survival (OS) and progression-free survival (PFS) were performed according to various factors. RESULTS: Of the 101 patients identified, 54 had L-sarcoma (leiomyosarcoma: 30; liposarcoma: 24), and 47 had other types of STSs. Elevated SIRI, NLR, PLR, LMR, and C-reactive protein (CRP) were associated with worse PFS (p<0.001, p=0.008, p=0.027, p=0.013, and p<0.001, respectively) according to the results of the univariate analysis. Multivariate analysis showed that elevated SIRI, other histology, and CRP were associated with poor PFS (p=0.007, p=0.008, and p=0.029, respectively). In addition, the multivariate analysis of OS showed that SIRI was an independent prognostic factor (hazard ratio=2.16, p=0.006). CONCLUSION: Pretreatment SIRI can be considered a biomarker for the prognostic prediction of patients with STS treated with trabectedin.


Assuntos
Sarcoma , Trabectedina , Humanos , Trabectedina/uso terapêutico , Feminino , Masculino , Pessoa de Meia-Idade , Idoso , Sarcoma/tratamento farmacológico , Sarcoma/patologia , Sarcoma/sangue , Adulto , Estudos Retrospectivos , Antineoplásicos Alquilantes/uso terapêutico , Biomarcadores Tumorais/sangue , Idoso de 80 Anos ou mais , Linfócitos/patologia , Inflamação/tratamento farmacológico , Inflamação/sangue , Inflamação/patologia , Neutrófilos/patologia , Prognóstico , Adulto Jovem , Intervalo Livre de Progressão , Monócitos/patologia , Resultado do Tratamento , Lipossarcoma/tratamento farmacológico , Lipossarcoma/patologia , Lipossarcoma/sangue
9.
JGH Open ; 8(1): e13025, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38268958

RESUMO

Background and Aim: Mental status such as anxiety and depression in patients with non-esophageal eosinophilic gastrointestinal diseases (non-EoE EGIDs) has not been studied. The aim of this study was to evaluate whether patients with non-EoE EGIDs had mental disorders and decreased mental-health-related quality of life (QOL) similar to those in patients with disorders of gut-brain interaction (DGBI). Methods: We enrolled patients with non-EoE EGIDs and DGBI visiting the Osaka Metropolitan University Hospital, and the measures listed below were compared between the groups. We collected data using the following questionnaires: hospital anxiety and depression scale, and short form (SF)-8 including mental component summary (MCS)-8. Results: We evaluated 21 and 17 patients with non-EoE EGIDs and DGBI, respectively. The anxiety score was not significantly different between the groups. The proportion of patients with possible anxiety was not significantly different between the groups (19.0% vs 33.3%). These results show that patients with non-EoE EGIDs had anxiety that might be equivalent to that of patients with DGBI. The depression score and proportion of patients with possible depression in the non-EoE EGID group tended to be lower than those in the DGBI group. MCS-8 scores were not significantly different between the non-EoE EGID and DGBI groups, which might imply an equivalent decrease in mental-health-related QOL in both groups of patients. In patients with non-EoE EGIDs, the anxiety score had a significant inverse association with the MCS-8 score. Conclusions: Patients with non-EoE EGIDs may have anxiety that correlates with decreased mental-health-related QOL.

10.
J Clin Biochem Nutr ; 74(1): 82-89, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38292123

RESUMO

This study investigated the trends in idiopathic peptic ulcers, examined the characteristics of refractory idiopathic peptic ulcer, and identified the optimal treatment. The characteristics of 309 patients with idiopathic peptic ulcer were examined. We allocated idiopathic peptic ulcers that did not heal after 8 weeks' treatment (6 weeks for duodenal ulcers) to the refractory group and those that healed within this period to the healed group. The typical risk factors for idiopathic peptic ulcer (atherosclerosis-related underlying disease or liver cirrhosis complications) were absent in 46.6% of patients. Absence of gastric mucosal atrophy (refractory group: 51.4%, healed group: 28.4%; p = 0.016), and gastric fundic gland polyps (refractory group: 17.6%, healed group: 5.9%; p = 0.045) were significantly more common in the refractory group compared to the healed group. A history of H. pylori eradication (refractory group: 85.3%, healed group: 66.0%; p = 0.016), previous H. pylori infection (i.e., gastric mucosal atrophy or history of H. pylori eradication) (refractory group: 48.5%, healed group: 80.0%; p = 0.001), and potassium-competitive acid blocker treatment (refractory group: 28.6%, healed group, 64.1%; p = 0.001) were significantly more frequent in the healed group compared to the refractory group. Thus, acid hypersecretion may be a major factor underlying the refractoriness of idiopathic peptic ulcer.

11.
Cytometry A ; 105(4): 297-307, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38087848

RESUMO

Due to the lack of an efficient in vitro spermatogenesis system, studies on mammalian spermatogenesis require the isolation of specific germ cell populations for further analyses. BSA gradient and elutriation have been used for several decades to purify testicular germ cells; more recently, flow cytometric cell sorting has become popular. Although each method has its advantages and disadvantages and is used depending on the purpose of the experiment, reliance on flow cytometric cell sorting is expected to be more prevalent because fewer cells can be managed. However, the currently used flow cytometric cell sorting method for testicular germ cells relies on karyotypic differences via DNA staining. Thus, it remains challenging to separate post-meiotic haploid cells (spermatids) according to their differentiation stage despite significant variations in morphology and chromatin state. In this study, we developed a method for finely separating testicular germ cells using VC mice carrying fluorescently tagged histones. This method enables the separation of spermatogonia, spermatocytes, and spermatids based on the intensity of histone fluorescence and cell size. Combined with a DNA staining dye, this method separates spermatids after elongation according to each spermiogenic stage. Although the necessity for a specific transgenic mouse line is less versatile, this method is expected to be helpful for the isolation of testicular germ cell populations because it is highly reproducible and independent of complex cell sorter settings and staining conditions.


Assuntos
Histonas , Espermatogênese , Masculino , Camundongos , Animais , Histonas/metabolismo , Espermatogênese/genética , Testículo , Espermátides , Camundongos Transgênicos , DNA/metabolismo , Mamíferos/genética
12.
J Clin Gastroenterol ; 58(4): 337-341, 2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-37267311

RESUMO

GOALS: We aimed to examine the response rate to proton pump inhibitors (PPIs) and potassium-competitive acid blockers and the prevalence of topical corticosteroid (TCS) therapy as the second-line treatment for eosinophilic esophagitis (EoE). BACKGROUND: Acid-suppressive drugs such as PPIs and potassium-competitive acid blockers are often used to treat EoE. Treatment response is based on outcomes including symptoms, endoscopy, and histology; however, the detailed response rate to PPI/P-CAB is unknown. STUDY: In total, 236 patients with histologically confirmed EoE who received PPI/P-CAB as the first-line treatment were included. We assessed the symptoms, endoscopic reference score (EREFS), and histology [eosinophils per high-power field (eos/hpf)] 8 weeks after PPI/P-CAB administration. Complete normalization was defined as the disappearance of symptoms, EREFS score 0, or 0-1 eos/hpf, and response as disappearance or improvement of symptoms, EREFS score ≤2, or <15 eos/hpf. The prevalence of TCS therapy in each response group was assessed. RESULTS: Complete normalization was achieved in 25%, 50%, 36%, and 8% of patients for symptoms, endoscopy, histology, and all 3 outcomes, respectively. The response rates were 81%, 87%, 87%, 75%, and 60% for symptoms, endoscopy, histology, and all 3 outcomes, respectively. TCS use was significantly lower (8%) in patients who achieved response of all 3 outcomes than in other groups and was dependent on the number of outcomes with nonresponse. CONCLUSIONS: Complete normalization of symptoms, endoscopy, and histology using PPI/P-CAB is uncommon. Based on treatment efficacy by response/nonresponse, TCS was the secondary treatment in cases with an increase in the number of nonresponse outcomes.


Assuntos
Enterite , Eosinofilia , Esofagite Eosinofílica , Gastrite , Humanos , Esofagite Eosinofílica/diagnóstico , Inibidores da Bomba de Prótons/uso terapêutico , Inibidores da Bomba de Prótons/farmacologia , Endoscopia Gastrointestinal , Resultado do Tratamento
13.
Digestion ; 105(1): 18-25, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-37844547

RESUMO

BACKGROUND: Belching disorders and rumination syndrome (RS) are disorders of gut-brain interaction (DGBIs) in Rome IV. Belching disorders are composed of excessive gastric belching (GB) and supragastric belching (SGB). Excessive GB is related to physiological phenomenon whereas excessive SGB and RS are behavioral disorders. SUMMARY: A recent large internet survey found that prevalence of belching disorders and RS were 1% and 2.8%, respectively. It has been recognized that not a few patients with two behavioral disorders, excessive SGB and RS, could be misdiagnosed as proton pump inhibitors (PPI)-refractory gastroesophageal reflux disease (GERD). In patients with reflux symptoms, distinguishing these conditions is essential because they need psychological treatment (i.e., cognitive behavioral therapy (CBT) rather than acid suppressants. Clinicians should take a medical history meticulously first to identify possible excessive SGB and/or RS. High-resolution impedance manometry and/or 24-h impedance-pH monitoring can offer an objective diagnosis of the disorders. Several therapeutic options are available for excessive SGB and RS. The first-line therapy should be CBT using diaphragmatic breathing that can stop the behaviors involving complex muscle contraction (e.g., abdominal straining) to generate SGB or rumination. Overlap with eating disorders and/or other DGBIs such as functional dyspepsia can make management of the behavioral disorders challenging since such coexisting conditions often require additional treatments. KEY MESSAGES: Excessive SGB and RS are not unusual conditions. It is important to raise awareness of the behavioral disorders for appropriate management.


Assuntos
Dispepsia , Refluxo Gastroesofágico , Síndrome da Ruminação , Humanos , Eructação/diagnóstico , Eructação/epidemiologia , Eructação/etiologia , Síndrome da Ruminação/complicações , Refluxo Gastroesofágico/diagnóstico , Refluxo Gastroesofágico/epidemiologia , Refluxo Gastroesofágico/terapia , Dispepsia/complicações , Estômago , Manometria
15.
Cancer Sci ; 115(2): 555-563, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38041215

RESUMO

Cancer genomic medicine using next-generation sequencers has been developing. However, the number of patients who could receive genomically matched therapy is limited because off-label use or patient-oriented compassionate use was not permitted under National Health Insurance in Japan. To improve patient drug accessibility, we initiated a biomarker-based basket-type clinical trial (NCCH1901) in October 2019 under patient-proposed healthcare services. We listed the drugs that had high medical needs but were not covered by National Healthcare Insurance. Then we included these drugs before patient proposal so that they could access off-label drugs soon after they had the results of CGP tests. All drugs were provided free of charge by pharmaceutical companies. The objective was to administer off-label drugs and to collect efficacy and safety data for these drugs. The primary endpoint was the response rate based on the best overall response for up to 16 weeks. As of January 31, 2022, we included 18 drug cohorts and 295 patients were treated in this study. The most common cancer was brain tumor, followed by carcinoma of endocrine organs and colorectal cancer. BRAF mutations and ERBB2 amplifications were the frequent genomic abnormalities to be enrolled. This study was one way to access off-label drugs, and contributed significantly to providing treatment opportunities for patients in Japan.


Assuntos
Neoplasias , Relatório de Pesquisa , Humanos , Neoplasias/tratamento farmacológico , Neoplasias/genética , Biomarcadores , Japão
16.
Int J Clin Oncol ; 29(2): 89-95, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38112833

RESUMO

BACKGROUND: Precision medicine has transformed cancer treatment by focusing on personalized approaches based on genomic abnormalities. However, comprehensive genomic profiling (CGP) and access to targeted therapies are limited in Japan. This study investigates the BELIEVE trial, which aims to improve drug accessibility for patients with actionable genetic abnormalities through off-label drug administration. METHODS: The BELIEVE trial is a platform trial with a single master protocol, conducted under the Clinical Trials Act and the patient-proposed health services (PPHS) scheme. Eligible patients with solid tumors exhibiting actionable alterations were enrolled, and CGP tests covered by national health insurance were employed. Treatment selection, study drugs from collaborating pharmaceutical companies, and treatment schedules adhered to predefined protocols. Primary and secondary endpoints were evaluated, and statistical analysis was conducted based on patient response rates. RESULTS: The BELIEVE trial offered treatment opportunities for patients with relapse/refractory disease who lacked standard therapies or clinical trial options. This study addresses unmet medical needs and contributes to the establishment of precision medicine systems. Similar trials like NCI-MATCH and TAPUR are being conducted globally. The BELIEVE trial provides a platform for off-label drug administration, collects essential clinical data, and contributes to drug approval applications. CONCLUSION: The BELIEVE trial provides hope for patients with actionable genetic abnormalities by facilitating access to targeted therapies through off-label drug administration. It establishes a regulatory framework and promotes collaboration between industry and academia by expanding organ-specific and cross-organ biomarker-based treatments.


Assuntos
Neoplasias , Uso Off-Label , Humanos , Neoplasias/tratamento farmacológico , Preparações Farmacêuticas , Genômica/métodos , Atenção à Saúde
17.
Aliment Pharmacol Ther ; 59(1): 100-112, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37845817

RESUMO

BACKGROUND: Mechanisms underlying perception of dysphagia and chest pain have not been completely elucidated, although oesophageal mucosal afferent nerves might play an important role. AIMS: To evaluate the relationship between oesophageal mucosal afferent nerves and the severity of dysphagia and chest pain in oesophageal motility disorders. METHODS: We prospectively recruited patients with oesophageal motility disorders having dysphagia and/or chest pain from whom oesophageal biopsies were obtained. High-resolution manometry classified patients into disorders of oesophagogastric junction (OGJ) outflow and disorders of peristalsis. Symptom severity was assessed using validated questionnaires including Brief Oesophageal Dysphagia Questionnaire (BEDQ). Immunohistochemistry was performed on oesophageal biopsies to evaluate the location of calcitonin gene-related peptide (CGRP)-immunoreactive mucosal afferent nerves. Findings were compared to existing data from 10 asymptomatic healthy volunteers. RESULTS: Of 79 patients, 61 patients had disorders of OGJ outflow and 18 had disorders of peristalsis. CGRP-immunoreactive mucosal nerves were more superficially located in the mucosa of patients with oesophageal motility disorders compared to healthy volunteers. Within disorders of OGJ outflow, the location of CGRP-immunoreactive nerves negatively correlated with BEDQ score both in the proximal (ρ = -0.567, p < 0.001) and distal oesophagus (ρ = -0.396, p = 0.003). In the proximal oesophagus, strong chest pain was associated with more superficially located mucosal nerves than weak chest pain (p = 0.04). Multivariate analysis showed superficial nerves in the proximal oesophagus was independently associated with severe dysphagia in disorders of OGJ outflow (p = 0.008). CONCLUSIONS: Superficial location of mucosal nerves in the proximal oesophagus might contribute to symptoms, especially severe dysphagia, in disorders of OGJ outflow.


Assuntos
Transtornos de Deglutição , Transtornos da Motilidade Esofágica , Humanos , Transtornos de Deglutição/diagnóstico , Transtornos de Deglutição/etiologia , Peptídeo Relacionado com Gene de Calcitonina , Transtornos da Motilidade Esofágica/diagnóstico , Dor no Peito/diagnóstico , Dor no Peito/etiologia , Manometria
19.
J Comput Assist Tomogr ; 48(3): 459-471, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38149628

RESUMO

OBJECTIVE: A simulation-based supervised deep neural network (DNN) can accurately estimate cerebral blood flow (CBF) and arterial transit time (ATT) from multidelay arterial spin labeling signals. However, the performance of deep learning depends on the characteristics of the training data set. We aimed to investigate the effects of the ground truth (GT) ranges of CBF and ATT on the performance of the DNN when training data were prepared using arterial spin labeling signal simulation. METHODS: Deep neural networks were individually trained using 36 patterns of the training data sets. Simulation test data (1,000,000 points), 17 healthy volunteers, and 1 patient with moyamoya disease were included. The simulation test data were used to evaluate accuracy, precision, and noise immunity of the DNN. The best-performing DNN was determined by the normalized mean absolute error (NMAE), normalized root mean squared error (NRMSE), and normalized coefficient of variation over repeated training (CV Net ). Cerebral blood flow and ATT values and their histograms were compared between the GT and predicted values. For the in vivo data, the dependency of the predicted values on the GT ranges was visually evaluated by comparing CBF and ATT maps between the best-performing DNN and the other DNNs. Moreover, using the synthesized noisy images, noise immunity was compared between the best-performing DNN based on the simulation study and a conventional method. RESULTS: The simulation study showed that a network trained by the GT of CBF and ATT in the ranges of 0 to 120 mL/100 g/min and 0 to 4500 milliseconds, respectively, had the highest performance (NMAE CBF , 0.150; NRMSE CBF , 0.231; CV NET CBF , 0.028; NMAE ATT , 0.158; NRMSE ATT , 0.257; and CV NET ATT , 0.028). Although the predicted CBF and ATT varied with the GT range of the training data sets, the appropriate settings preserved the accuracy, precision, and noise immunity of the DNN. In addition, the same results were observed in in vivo studies. CONCLUSIONS: The GT ranges to prepare the training data affected the performance of the simulation-based supervised DNNs. The predicted CBF and ATT values depended on the GT range; inappropriate settings degraded the accuracy, whereas appropriate settings of the GT range provided accurate and precise estimates.


Assuntos
Circulação Cerebrovascular , Marcadores de Spin , Humanos , Circulação Cerebrovascular/fisiologia , Adulto , Masculino , Feminino , Redes Neurais de Computação , Doença de Moyamoya/diagnóstico por imagem , Simulação por Computador , Aprendizado Profundo , Adulto Jovem
20.
Gynecol Oncol Rep ; 50: 101302, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38054200

RESUMO

Background: Most cervical adenocarcinomas are associated with human papillomavirus (HPV). Gastric-type cervical adenocarcinoma (GAS), an HPV-independent adenocarcinoma, shows an aggressive clinical feature, resulting in a poor prognosis. Resistance to chemotherapy poses a difficulty in managing patients with metastatic GAS. We aimed to establish patient-derived xenografts (PDXs) of tumors from two patients with GAS and evaluated protein biomarkers for drug development using immunohistochemistry. Methods: Two PDXs were established 78 and 48 days after transplanting the patient's tumor tissues into immunodeficient mice, respectively. PDX and patient's tumor samples were stained for HER2, HER3, PMS2, MSH6, PanTrk, and ARID1A to evaluate biomarkers for therapeutic targets. In addition, whole exome sequencing and RNA sequencing were performed on available samples. Results: The pathological findings in morphological features and immunohistochemical profiles from the established PDXs were similar to those from the patients' surgical tumor specimens. HER3 was overexpressed in the patient's tumors, and the corresponding PDX tumors and HER2 was weakly stained in both types of tumor samples. In all PDX and patient tumor samples, PMS2, MSH6, and ARID1A were retained, and PanTrk was not expressed. In addition, a total of 10 samples, including tumor tissue samples from 8 other GAS patients, were evaluated for HER3 expression scores, all of which were 2 + or higher. Conclusions: In summary, we evaluated biomarkers for therapeutic targets using newly established PDX models of GAS. Frequent HER3 overexpression and HER2 expression in GAS tumors suggest the possibility of new treatments for patients with GAS by targeting HER3 and HER2.

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