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1.
J Cancer Res Clin Oncol ; 149(11): 8297-8305, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37076642

RESUMO

PURPOSE:  Less-invasive early diagnosis of lung cancer is essential for improving patient survival rates. The purpose of this study is to demonstrate that serum comprehensive miRNA profile is high sensitive biomarker to early-stage lung cancer in direct comparison to the conventional blood biomarker using next-generation sequencing (NGS) technology combined with automated machine learning (AutoML). METHODS: We first evaluated the reproducibility of our measurement system using Pearson's correlation coefficients between samples derived from a single pooled RNA sample. To generate comprehensive miRNA profile, we performed NGS analysis of miRNAs in 262 serum samples. Among the discovery set (57 patients with lung cancer and 57 healthy controls), 1123 miRNA-based diagnostic models for lung cancer detection were constructed and screened using AutoML technology. The diagnostic faculty of the best performance model was evaluated by inspecting the validation samples (74 patients with lung cancer and 74 healthy controls). RESULTS: The Pearson's correlation coefficients between samples derived from the pooled RNA sample ≥ 0.98. In the validation analysis, the best model showed a high AUC score (0.98) and a high sensitivity for early stage lung cancer (85.7%, n = 28). Furthermore, in comparison to carcinoembryonic antigen (CEA), a conventional blood biomarker for adenocarcinoma, the miRNA-based model showed higher sensitivity for early-stage lung adenocarcinoma (CEA, 27.8%, n = 18; miRNA-based model, 77.8%, n = 18). CONCLUSION: The miRNA-based diagnostic model showed a high sensitivity for lung cancer, including early-stage disease. Our study provides the experimental evidence that serum comprehensive miRNA profile can be a highly sensitive blood biomarker for early-stage lung cancer.


Assuntos
MicroRNA Circulante , Neoplasias Pulmonares , MicroRNAs , Humanos , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/genética , Antígeno Carcinoembrionário , Detecção Precoce de Câncer , Reprodutibilidade dos Testes , Biomarcadores Tumorais/genética , Estudos de Casos e Controles , MicroRNAs/genética
2.
Nagoya J Med Sci ; 84(2): 230-246, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35967939

RESUMO

This study determined prognostic factors by comparing clinico-bacterial factors based on significant elevated serum procalcitonin levels in patients with suspected bloodstream infection (BSI). We retrospectively analyzed the medical records of 1,052 patients (age ≥16 years) with fever (temperature ≥38°C) and serum procalcitonin levels of ≥2.0 ng/mL, and blood culture results. The optimal cutoff value of the significant elevation of procalcitonin was determined using the minimum P-value approach. Clinico-bacterial factors were analyzed per the procalcitonin levels, and significant independent factors for short-term survival were investigated in 445 patients with BSI. Patients with suspected BSI were aged, on average, 72.3 ± 15.1 years, and the incidence of positive blood culture was 42.3%; and the 14-day survival was 83.4%. Procalcitonin ≥100 ng/mL was the most significant predictor for survival. Multivariate analysis in patients with suspected BSI showed that estimated glomerular filtration rate (eGFR) <30 mL/min/1.73 m2 and procalcitonin ≥100 ng/mL were significant independent unfavorable prognostic factors. Microorganisms were similar between patients with procalcitonin level 2-99 ng/mL (n=359) and those with ≥100 ng/mL (n=86). Multivariate analysis in patients with BSI showed that eGFR <30 mL/min/1.73 m2, procalcitonin ≥100 ng/mL, and primary infectious foci were significant independent prognostic factors. Patients with foci in the gastrointestinal tract and respiratory system had unfavorable 14-day survival. In conclusions, eGFR <30 mL/min/1.73 m2 and procalcitonin ≥100 ng/mL were significant independent unfavorable prognostic factors for suspected BSI. Primary infectious foci (gastrointestinal tract and respiratory system) were associated with unfavorable short-term survival in patients with positive blood culture.


Assuntos
Bacteriemia , Pró-Calcitonina , Idoso , Idoso de 80 Anos ou mais , Bacteriemia/sangue , Bacteriemia/diagnóstico , Calcitonina , Peptídeo Relacionado com Gene de Calcitonina/sangue , Humanos , Pessoa de Meia-Idade , Pró-Calcitonina/sangue , Prognóstico , Precursores de Proteínas , Estudos Retrospectivos , Sepse/sangue , Sepse/diagnóstico
3.
Front Oncol ; 10: 586567, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33194739

RESUMO

BACKGROUND: Recently, various blood cell lineages expressing the BCR-ABL fusion gene in Philadelphia chromosome (Ph)-positive acute lymphoblastic leukemia (ALL) have been reported. However, the biological and clinical significance of these BCR-ABL lineages has not been established; therefore, we aimed to clarify the impacts of these different BCR-ABL-expressing lineages. PATIENTS: Multi-lineage BCR-ABL expression (multi-Ph) was defined as BCR-ABL expression outside of the B-lineage compartment, as determined by fluorescence in situ hybridization (FISH) in peripheral blood neutrophils and bone marrow clots, and flow cytometry-sorted polymerase chain reaction (PCR). We analyzed IKZF1 deletion patterns by PCR, examined gene expression profiles using RNA sequencing, and compared treatment outcomes across different BCR-ABL-expressing lineages. RESULTS: Among the 21 multi-Ph patients in our 59-patient cohort (36%), BCR-ABL expression was detected at the multipotential progenitor level. However, no IKZF1 deletion patterns or gene expression profiles were identified that were specific for multi-Ph. However, multi-Ph patients were found to have better survival rates than patients with uni-lineage BCR-ABL expression [event-free survival (EFS): 74 vs. 33%, P = 0.01; overall survival (OS): 79 vs. 44% at 4 years, P = 0.01]. In multivariate analyses, multi-Ph was identified as a good prognostic factor for both EFS and OS. CONCLUSION: We confirmed that more than one-third of Ph+ALL patients could be classified as mutli-Ph. Although no specific molecular characteristics were identified for multi-Ph, this phenotype was associated with better treatment outcomes.

4.
J Clin Immunol ; 35(7): 610-4, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26407811

RESUMO

Primary immunodeficiency disease (PID) is caused by mutations of more than two hundred immunity-related genes. In addition to the heterogeneity of the diseases, the atypical presentation of each disease caused by hypomorphic mutations or somatic mosaicism makes genetic diagnosis challenging. Next-generation sequencing tests all genes simultaneously and has proven its innovative efficacy in genomics. We describe a male PID patient without any family history of immunodeficiency. This patient suffered from recurrent infections from 1 year of age. Laboratory analysis showed hypogammaglobulinemia. T, B, and NK cells were present, but the T cell proliferative response decreased. Whole-exome sequencing analysis identified an IL2RG p.P58T missense mutation. CD8(+) and CD56(+) cells showed revertant somatic mosaicism to the wild-type allele. A late-onset and atypical presentation of the X-linked severe combined immunodeficiency (X-SCID) phenotype might be associated with revertant somatic mosaicism in T and NK cells. This patient is the seventh reported case of X-SCID with revertant somatic mosaicism. His classical clinical management did not result in a molecular diagnosis because of the atypical presentation. The coverage that is provided by whole-exome sequencing of most PID genes effectively excluded differential diagnoses other than X-SCID. As next-generation sequencing becomes available in clinical practice, it will enhance our knowledge of PID and rescue currently undiagnosed patients.


Assuntos
Aspergillus/imunologia , Linfócitos T CD8-Positivos/fisiologia , Rejeição de Enxerto/diagnóstico , Transplante de Células-Tronco Hematopoéticas , Síndromes de Imunodeficiência/diagnóstico , Subunidade gama Comum de Receptores de Interleucina/metabolismo , Aspergilose Pulmonar Invasiva/diagnóstico , Células T Matadoras Naturais/fisiologia , Criança , Pré-Escolar , Análise Mutacional de DNA/métodos , Diagnóstico Diferencial , Evolução Fatal , Rejeição de Enxerto/etiologia , Humanos , Síndromes de Imunodeficiência/complicações , Lactente , Subunidade gama Comum de Receptores de Interleucina/genética , Aspergilose Pulmonar Invasiva/etiologia , Japão , Masculino , Mosaicismo , Mutação de Sentido Incorreto/genética , Linhagem
5.
Jpn J Clin Oncol ; 44(1): 93-6, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24277751

RESUMO

Inflammatory myofibroblastic tumor is a rare tumor deriving from mesenchymal tissue. Approximately 50% of inflammatory myofibroblastic tumors harbor an anaplastic lymphoma kinase fusion gene. Pulmonary inflammatory myofibroblastic tumors harboring tropomyosin3-anaplastic lymphoma kinase or protein tyrosine phosphatase receptor-type F polypeptide-interacting protein-binding protein 1-anaplastic lymphoma kinase have been reported previously. However, it has not been reported that inflammatory myofibroblastic tumors harbor echinoderm microtubule-associated protein-like 4-anaplastic lymphoma kinase fusion gene which is considered to be very specific to lung cancers. A few tumors harboring echinoderm microtubule-associated protein-like 4-anaplastic lymphoma kinase fusion gene other than lung cancers have been reported and the tumors were all carcinomas. A 67-year-old man had been followed up for a benign tumor for approximately 3 years before the tumor demonstrated malignant transformation. Lobectomy and autopsy revealed that an inflammatory myofibroblastic tumor harboring echinoderm microtubule-associated protein-like 4-anaplastic lymphoma kinase fusion gene had transformed into an undifferentiated sarcoma. This case suggests that echinoderm microtubule-associated protein-like 4-anaplastic lymphoma kinase fusion is an oncogenic event in not only carcinomas but also sarcomas originating from stromal cells.


Assuntos
Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patologia , Neoplasias de Tecido Muscular/genética , Neoplasias de Tecido Muscular/patologia , Proteínas de Fusão Oncogênica/genética , Idoso , Autopsia , Evolução Fatal , Humanos , Inflamação , Neoplasias Pulmonares/metabolismo , Masculino , Neoplasias de Tecido Muscular/metabolismo
6.
Neurol Med Chir (Tokyo) ; 50(1): 27-32; discussion 32, 2010 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-20098021

RESUMO

The chromosomal 1p/19q state was analyzed in 16 low-grade meningiomas and 7 atypical meningiomas using fluorescent in situ hybridization (FISH) analysis. Chromosome 1p aberrations were observed in all atypical meningiomas, but in only one low-grade meningioma. Atypical meningiomas showed 19q deletion or imbalance, suggesting chromosomal instability of 19q. A small group of low-grade meningioma showed 19q aberrations. FISH 1p/19q deletion/imbalance analysis is a sensitive method for detecting chromosome aberrations of meningiomas and provides useful information for grading of meningiomas. Patients with low-grade meningioma with chromosomal instability of 1p/19q should be followed up carefully. Assessment of the chromosomal state by FISH might be of crucial importance in the clinical management of meningiomas.


Assuntos
Predisposição Genética para Doença/genética , Hibridização in Situ Fluorescente/métodos , Neoplasias Meníngeas/diagnóstico , Neoplasias Meníngeas/genética , Meningioma/diagnóstico , Meningioma/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Desequilíbrio Alélico/genética , Instabilidade Cromossômica/genética , Cromossomos Humanos Par 1/genética , Cromossomos Humanos Par 19/genética , Análise Mutacional de DNA , Feminino , Deleção de Genes , Marcadores Genéticos/genética , Testes Genéticos , Genótipo , Humanos , Masculino , Neoplasias Meníngeas/fisiopatologia , Meningioma/fisiopatologia , Pessoa de Meia-Idade , Mutação/genética , Valor Preditivo dos Testes
7.
Brain Tumor Pathol ; 24(1): 1-5, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-18095137

RESUMO

Glioblastoma is the most malignant and frequent of the glial tumors. A minor fraction of glioblastoma may contain areas showing oligodendroglioma-like tumor cell differentiation. Several authors have described such tumors as glioblastoma with oligodendroglial component (GBMO). GBMO may represent the ultimate level of malignancy in the oligodendroglial lineage. The oligodendroglial component and combined loss of chromosomal arm 1p and 19q in glioblastoma indicate increased survival. In our study, we analyzed 1p and 19q status in a series of 12 glioblastoma and 8 oligodendroglial tumors using fluorescence in situ hybridization (FISH) on paraffin-embedded tissues. In each case, hybridization status was classified as deletion, imbalance, polysomy, amplification, or normal pattern. Other genetic alterations such as CDKN2A (p16), RB, and EGFR were also assessed. On histological review, 2 of 12 glioblastoma (16.7%) were classified as GBMO. Chromosome 1p/19q deletion was detected in 3 of 12 glioblastomas (25%). In contrast, all 8 oligodendroglial tumors showed 1p/19q deletion. All GBMO had 19q deletion with imbalance, whereas 1 of 10 ordinary glioblastoma (10%) demonstrated 19q deletion with imbalance. All but 1 ordinary glioblastoma (90%) showed CDKN2A (p16) deletion, but no GBMO displayed this alteration. Our results indicate that GBMO may be a distinct subtype of glioblastoma harboring a characteristic molecular profile. FISH on paraffin-embedded specimens is a useful method for subclassification of glioblastoma.


Assuntos
Neoplasias Encefálicas/genética , Glioblastoma/genética , Hibridização in Situ Fluorescente , Neoplasias Encefálicas/classificação , Deleção Cromossômica , Receptores ErbB/genética , Amplificação de Genes , Glioblastoma/classificação , Humanos
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