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1.
Life Sci ; 289: 120192, 2022 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-34871664

RESUMO

AIMS: The number of cancer survivors with cardiovascular disease is increasing. However, the effect of cancer on body fluid regulation remains to be clarified. In this study, we evaluated body osmolyte and water imbalance in rats with hepatocellular carcinoma. MAIN METHODS: Wistar rats were administered diethylnitrosamine, a carcinogenic drug, to establish liver cancer. We analyzed tissue osmolyte and water content, and their associations with aldosterone secretion. KEY FINDINGS: Hepatocellular carcinoma rats had significantly reduced body mass and the amount of total body sodium, potassium, and water. However, these rats had significantly increased relative tissue sodium, potassium, and water content per tissue dry weight. Furthermore, these changes in sodium and water balance in hepatocellular carcinoma rats were significantly associated with increased 24-h urinary aldosterone excretion. Supplementation with 0.25% salt in drinking water improved body weight reduction associated with sodium and water retention in hepatocellular carcinoma rats, which was suppressed by treatment with spironolactone, a mineralocorticoid receptor antagonist. Additionally, the urea-driven water conservation system was activated in hepatocellular carcinoma rats. SIGNIFICANCE: These findings suggest that hepatocellular carcinoma induces body mass loss in parallel with activation of the water conservation system including aldosterone secretion and urea accumulation to retain osmolyte and water. The osmolyte and water retention at the tissue level may be a causative factor for ascites and edema formation in liver failure rats.


Assuntos
Aldosterona/urina , Carcinoma Hepatocelular/urina , Dietilnitrosamina/toxicidade , Neoplasias Hepáticas Experimentais/urina , Equilíbrio Hidroeletrolítico , Redução de Peso , Animais , Carcinoma Hepatocelular/induzido quimicamente , Carcinoma Hepatocelular/tratamento farmacológico , Neoplasias Hepáticas Experimentais/induzido quimicamente , Neoplasias Hepáticas Experimentais/tratamento farmacológico , Masculino , Antagonistas de Receptores de Mineralocorticoides/farmacologia , Proteínas de Neoplasias/antagonistas & inibidores , Proteínas de Neoplasias/metabolismo , Ratos , Ratos Endogâmicos WKY , Receptores de Mineralocorticoides/metabolismo , Espironolactona/farmacologia
2.
Eur J Surg Oncol ; 48(1): 95-102, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-34175168

RESUMO

INTRODUCTION: The mortality rate of hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC)continues to increase because sensitive, early and readily available diagnostic tools are lacking. To address this problem, we aimed to identify diagnosticbio markers to be used for early detection of HCC. MATERIALS AND METHODS: miR-93-5p was selected as a candidate biomarker based on the analyses of relevant Gene Expression Omnibus (GEO) datasets; it was validated using qPCR to quantify its expression levels in tissue, plasma and saliva sample sets. RESULTS: miR-93-5p was significantly upregulated in HBV-related HCC tissue. Notably, miR-93-5p in plasma and urine was also significantly increased in patients with early HBV-related HCC. The expression of miR-93-5p was significantly and positively correlated in pairwise comparisons of samples (tissue vs. plasma, tissue vs. urine, plasma vs. urine). Moreover, after curative hepatectomy,miR-93-5p in plasma and urine decreased significantly over one month after the curative hepatectomy and returned to normal levels. Furthermore, receiver operating characteristic (ROC) analysis indicated that both plasma and urine miR-39-5p could detect be used to early, advanced and overall HBV-related HCC cases with more than 85% sensitivities and 93% of specificities. Finally, urine miR-93-5p could be used to predict progress-free survival for early HCC patients who received curative hepatectomy and overall survival for advanced HCC patients without curative treatments. CONCLUSIONS: Plasma and urine miR-93-5p show great promise as potential novel biomarkers for early detection of HBV-related HCC. Moreover, urine miR-93-5p could be used to predict the prognosis of patients with HBV-related HCC.


Assuntos
Biomarcadores Tumorais/urina , Carcinoma Hepatocelular/urina , Hepatite B Crônica/metabolismo , Neoplasias Hepáticas/urina , MicroRNAs/urina , Adulto , Idoso , Área Sob a Curva , Biomarcadores Tumorais/metabolismo , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/etiologia , Carcinoma Hepatocelular/cirurgia , Estudos de Casos e Controles , Detecção Precoce de Câncer , Feminino , Hepatectomia , Hepatite B Crônica/complicações , Humanos , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/etiologia , Neoplasias Hepáticas/cirurgia , Masculino , MicroRNAs/metabolismo , Pessoa de Meia-Idade
3.
Hepatol Commun ; 5(10): 1649-1659, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34558837

RESUMO

Integrated hepatitis B virus (HBV) DNA, found in more than 85% of HBV-associated hepatocellular carcinomas (HBV-HCCs), can play a significant role in HBV-related liver disease progression. HBV-host junction sequences (HBV-JSs), created through integration events, have been used to determine HBV-HCC clonality. Here, we investigate the feasibility of analyzing HBV integration in a noninvasive urine liquid biopsy. Using an HBV-targeted next-generation sequencing (NGS) assay, we first identified HBV-JSs in eight HBV-HCC tissues and designed short-amplicon junction-specific polymerase chain reaction assays to detect HBV-JSs in matched urine. We detected and validated tissue-derived junctions in five of eight matched urine samples. Next, we screened 32 urine samples collected from 25 patients infected with HBV (5 with hepatitis, 10 with cirrhosis, 4 with HCC, and 6 post-HCC). Encouragingly, all 32 urine samples contained HBV-JSs detectable by HBV-targeted NGS. Of the 712 total HBV-JSs detected in urine, 351 were in gene-coding regions, 11 of which, including TERT (telomerase reverse transcriptase), had previously been reported as recurrent integration sites in HCC tissue and were found only in the urine patients with cirrhosis or HCC. The integration breakpoints of HBV DNA detected in urine were found predominantly (~70%) at a previously identified integration hotspot, HBV DR1-2 (down-regulator of transcription 1-2). Conclusion: HBV viral-host junction DNA can be detected in urine of patients infected with HBV. This study demonstrates the potential for a noninvasive urine liquid biopsy of integrated HBV DNA to monitor patients infected with HBV for HBV-associated liver diseases and the efficacy of antiviral therapy.


Assuntos
Carcinoma Hepatocelular/urina , DNA Viral/urina , Vírus da Hepatite B/genética , Neoplasias Hepáticas/urina , Integração Viral/genética , Adulto , Idoso , Sítios de Ligação Microbiológicos/genética , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/virologia , DNA Viral/genética , Feminino , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/virologia , Masculino , Pessoa de Meia-Idade , Reação em Cadeia da Polimerase
4.
Molecules ; 26(9)2021 Apr 22.
Artigo em Inglês | MEDLINE | ID: mdl-33922256

RESUMO

Hepatocellular carcinoma (HCC) biomarkers are lacking in clinical practice. We therefore explored the pattern and composition of urinary volatile organic compounds (VOCs) in HCC patients. This was done in order to assess the feasibility of a potential non-invasive test for HCC, and to enhance our understanding of the disease. This pilot study recruited 58 participants, of whom 20 were HCC cases and 38 were non-HCC cases. The non-HCC cases included healthy individuals and patients with various stages of non-alcoholic fatty liver disease (NAFLD), including those with and without fibrosis. Urine was analysed using gas chromatography-ion mobility spectrometry (GC-IMS) and gas chromatography-time-of-flight mass spectrometry (GC-TOF-MS). GC-IMS was able to separate HCC from fibrotic cases with an area under the curve (AUC) of 0.97 (0.91-1.00), and from non-fibrotic cases with an AUC of 0.62 (0.48-0.76). For GC-TOF-MS, a subset of samples was analysed in which seven chemicals were identified and tentatively linked with HCC. These include 4-methyl-2,4-bis(p-hydroxyphenyl)pent-1-ene (2TMS derivative), 2-butanone, 2-hexanone, benzene, 1-ethyl-2-methyl-, 3-butene-1,2-diol, 1-(2-furanyl)-, bicyclo(4.1.0)heptane, 3,7,7-trimethyl-, [1S-(1a,3ß,6a)]-, and sulpiride. Urinary VOC analysis using both GC-IMS and GC-TOF-MS proved to be a feasible method of identifying HCC cases, and was also able to enhance our understanding of HCC pathogenesis.


Assuntos
Biomarcadores , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/urina , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/urina , Compostos Orgânicos Voláteis/urina , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais , Feminino , Cromatografia Gasosa-Espectrometria de Massas , Humanos , Espectrometria de Mobilidade Iônica , Biópsia Líquida/métodos , Masculino , Pessoa de Meia-Idade , Gradação de Tumores , Estadiamento de Neoplasias , Curva ROC , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Urinálise/métodos
5.
Asian Pac J Cancer Prev ; 21(8): 2259-2264, 2020 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-32856853

RESUMO

BACKGROUND: Most effective method for reducing mortality from hepatocellular carcinoma (HCC) is early diagnosis. Despite its lack of adequate sensitivity, ultrasound is considered fundamental for HCC screening. AIM: to evaluate urinary neutrophil gelatinase-associated lipocalin (NGAL) as non-invasive marker for HCC diagnosis in Egyptian patients. METHODS: One hundred and twenty patients were divided into three groups (40 patients each): patients with chronic viral hepatitis (HCV or HBV), cirrhotic patients and HCC patients and 40 healthy age and gender matched subjects were enrolled as control group. After clinical assessments, urinary NGAL was measured by enzyme-linked immunosorbent assay. RESULTS: Our results revealed that median level of urinary NGAL was 290, 834, 1090 and 1925 pg/ml in control, chronic hepatitis, cirrhotic and HCC groups respectively among studied groups (p<0.001). Receiver operating characteristics (ROC) analysis showed that urinary NGAL cutoff value of 1255 ng/ml could discriminate between HCC and cirrhosis. The area under curve (AUC) was 0.95 with 90% sensitivity, 87.5% specificity (p-value <0.001). In HCC group, urine NGAL level didn`t show significant correlation with Child Pugh score, MELD score or Barcelona Clinic Liver Cancer (BCLC) stage. CONCLUSION: Urinary NGAL could be a simple, non-invasive test for diagnosis of HCC in chronic liver disease patients.
.


Assuntos
Biomarcadores Tumorais/urina , Carcinoma Hepatocelular/diagnóstico , Detecção Precoce de Câncer/métodos , Lipocalina-2/urina , Neoplasias Hepáticas/diagnóstico , Adulto , Idoso , Carcinoma Hepatocelular/epidemiologia , Carcinoma Hepatocelular/urina , Estudos de Casos e Controles , Egito/epidemiologia , Feminino , Seguimentos , Humanos , Neoplasias Hepáticas/epidemiologia , Neoplasias Hepáticas/urina , Masculino , Pessoa de Meia-Idade , Prognóstico , Curva ROC , Adulto Jovem
6.
PLoS One ; 15(3): e0229772, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32126131

RESUMO

BACKGROUND: Fatigue is a common adverse event during lenvatinib treatment in patients with hepatocellular carcinoma. One mechanism contributing to development of fatigue might involve abnormal adenosine triphosphate synthesis that is caused by carnitine deficiency. To address this possibility, we examined the relationship between carnitine levels and fatigue during lenvatinib treatment. METHODS: This prospective study evaluated 20 patients with hepatocellular carcinoma who underwent lenvatinib treatment. Both blood and urine samples were collected from the patients before starting lenvatinib therapy (day 0), and on days 3, 7, 14, and 28 thereafter. Plasma and urine concentrations of free and acyl carnitine (AC) were assessed at each time point. The changes in daily fatigue were evaluated using the Brief Fatigue Inventory (BFI). RESULTS: Plasma levels of free carnitine (FC) at days 3 and 7 were significantly higher compared with baseline (p = 0.005, p = 0.005, respectively). The urine FC level at day 3 was significantly higher compared with baseline (p = 0.030) and that of day 7 tended to be higher compared with baseline (p = 0.057). The plasma AC concentration at days 14 and 28 was significantly higher compared with that of baseline (p = 0.002, p = 0.005, respectively). The plasma AC-to-FC (AC/FC) ratio on days 14 and 28 was significantly higher compared with baseline (p = 0.001, p = 0.003, respectively). There were significant correlations between the plasma AC/FC ratio and the change in the BFI score at days 14 and 28 (r = 0.461, p = 0.041; r = 0.770, p = 0.002, respectively). CONCLUSIONS: Longitudinal assessments of carnitine and fatigue in patients with hepatocellular carcinoma suggest that lenvatinib affects the carnitine system in patients undergoing lenvatinib therapy and that carnitine insufficiency increases fatigue. The occurrence of carnitine insufficiency may be a common cause of fatigue during the treatment.


Assuntos
Carcinoma Hepatocelular/tratamento farmacológico , Cardiomiopatias/induzido quimicamente , Carnitina/deficiência , Fadiga/etiologia , Hiperamonemia/induzido quimicamente , Neoplasias Hepáticas/tratamento farmacológico , Doenças Musculares/induzido quimicamente , Compostos de Fenilureia/efeitos adversos , Quinolinas/efeitos adversos , Idoso , Idoso de 80 Anos ou mais , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/urina , Cardiomiopatias/sangue , Cardiomiopatias/complicações , Cardiomiopatias/dietoterapia , Carnitina/administração & dosagem , Carnitina/sangue , Carnitina/urina , Suplementos Nutricionais , Fadiga/sangue , Fadiga/diagnóstico , Fadiga/prevenção & controle , Feminino , Humanos , Hiperamonemia/sangue , Hiperamonemia/complicações , Hiperamonemia/dietoterapia , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/urina , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Doenças Musculares/sangue , Doenças Musculares/complicações , Doenças Musculares/dietoterapia , Estudos Prospectivos , Resultado do Tratamento
7.
Am J Physiol Gastrointest Liver Physiol ; 318(2): G305-G312, 2020 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-31736338

RESUMO

Hepatocellular carcinoma (HCC) is the sixth common malignant tumor worldwide, but current efficient and convenient screening methods remain lacking. This study aimed to discover a diagnostic or a screening biomarker from the urine of hepatitis B virus (HBV)-related HCC patients. We used iTRAQ coupled with mass spectrometry to identify candidate urinary proteins in a discovery cohort (n = 40). The selected proteins were confirmed using ELISA in a validation cohort (n = 140). Diagnostic performance of the selected proteins was assessed using receiver operating characteristic (ROC) and qualitative diagnostic analysis. A total of 96 differentially expressed proteins were identified. Urinary α-fetoprotein (u-AFP) and orosomucoid 1 (u-ORM1) were selected as target proteins by bioinformatics analysis and were significantly higher in HCC than in non-HCC patients, as validated by Western blot analysis and ELISA. u-AFP had a strong correlation with serum AFP-L3 (Pearson's r = 0.944, P < 0.0001), indicating that u-AFP may be derived from circulating blood. The area under the curve (AUC) of u-AFP was 0.795 with a sensitivity of 62.5% and a specificity of 95.4%, which showed no significantly difference with serum AFP (se-AFP). The AUC was 0.864 as u-AFP and u-ORM1 were combined, and they performed much better than u-AFP or u-ORM1 alone. Qualitative diagnostic analysis showed that the positive predictive value of u-AFP was 90.1% and the diagnostic sensitivity of parallel combination of u-AFP and u-ORM1 was 85.1%. Taken together, AFP and ORM1 in the urine may be used as a diagnostic or screening biomarker of HCC, and studies on large samples are needed to validate the result.NEW & NOTEWORTHY This study provides a novel way to find biomarkers of hepatocellular carcinoma (HCC) and a new perspective of α-fetoprotein clinical application. The urine reagent strips may be helpful in high epidemic areas of HCC and in low-resource settings.


Assuntos
Biomarcadores/urina , Carcinoma Hepatocelular/etiologia , Carcinoma Hepatocelular/urina , Vírus da Hepatite B , Hepatite B Crônica/complicações , Neoplasias Hepáticas/etiologia , Neoplasias Hepáticas/urina , Orosomucoide/urina , alfa-Fetoproteínas/urina , Adulto , Idoso , Estudos de Coortes , Feminino , Humanos , Masculino , Programas de Rastreamento , Pessoa de Meia-Idade , Proteoma , Reprodutibilidade dos Testes , alfa-Fetoproteínas/genética
8.
Br J Cancer ; 121(3): 218-221, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31249394

RESUMO

BACKGROUND: Proteinuria monitoring is required in patients receiving lenvatinib, however, current methodology involves burdensome overnight urine collection. METHODS: To determine whether the simpler urine protein:creatinine ratio (UPCR) calculated from spot urine samples could be accurately used for proteinuria monitoring in patients receiving lenvatinib, we evaluated the correlation between UPCR and 24-hour urine protein results from the phase 3 REFLECT study. Paired data (323 tests, 154 patients) were analysed. RESULTS: Regression analysis showed a statistically significant correlation between UPCR and 24-hour urine protein (R2: 0.75; P < 2 × 10-16). A UPCR cut-off value of 2.4 had 96.9% sensitivity, 82.5% specificity for delineating between grade 2 and 3 proteinuria. Using this UPCR cut-off value to determine the need for further testing could reduce the need for 24-hour urine collection in ~74% of patients. CONCLUSION: Incorporation of UPCR into the current algorithm for proteinuria management can enable optimisation of lenvatinib treatment, while minimising patient inconvenience. CLINICAL TRIAL REGISTRATION: NCT01761266.


Assuntos
Carcinoma Hepatocelular/tratamento farmacológico , Creatinina/urina , Neoplasias Hepáticas/tratamento farmacológico , Compostos de Fenilureia/uso terapêutico , Proteinúria/terapia , Quinolinas/uso terapêutico , Sorafenibe/uso terapêutico , Carcinoma Hepatocelular/urina , Humanos , Neoplasias Hepáticas/urina
9.
Biomark Med ; 13(7): 523-534, 2019 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-30854869

RESUMO

Aim: To assess the diagnostic value of selected miRNAs from various material collected from hepatocellular carcinoma (HCC) patients. Patients & methods: Tissue, serum, urine and fecal samples from HCC patients and healthy individuals were screened for associated miRNAs using microarray analysis; the selected miRNAs were then validated by real time-quantitative PCR on 65 patients. Results: Serum miR-122, a combination of serum miR-155 with miR-885-5p, a combination of urinary miR-532-3p with miR-765, and fecal miR-320a displayed 100% efficiency in discriminating patients from controls. A combination of urinary miR-532-3p and miR-765 allowed patients with neoplastic grade G3 to be distinguished from those with G1 and G2. Conclusion: Additionally to serum, urine and feces also appeared to be valuable source of potential HCC noninvasive miRNA biomarkers.


Assuntos
Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/metabolismo , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/metabolismo , MicroRNAs/metabolismo , Idoso , Biomarcadores/sangue , Biomarcadores/metabolismo , Biomarcadores/urina , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/urina , Estudos de Casos e Controles , Fezes/química , Feminino , Humanos , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/urina , Masculino , MicroRNAs/sangue , MicroRNAs/urina , Análise de Sobrevida
10.
Carcinogenesis ; 40(8): 989-997, 2019 08 22.
Artigo em Inglês | MEDLINE | ID: mdl-30615102

RESUMO

Chronic inflammation and oxidative stress play pivotal roles in the pathogenesis of hepatocellular carcinoma (HCC). We conducted a nested case-control study of 347 HCC cases and 691 matched controls within a prospective cohort of 18 244 Chinese men in Shanghai, China. The concentrations of 8-epi-prostaglandin F2α (8-epi-PGF2α), a biomarker of oxidative stress, and prostaglandin E2 (PGE2) metabolite (PGE-M), a biomarker of the inflammation mediator PGE2, were determined in baseline urine samples using validated mass spectrometry assays. 8-epi-PGF2α levels were significantly higher in HCC cases than control subjects (geometric means 0.92 versus 0.80 pmol/mg creatinine, P < 0.001). The relative risks of developing HCC for the highest relative to the lowest quartile of 8-epi-PGF2α were 2.55 (95% confidence interval = 1.62-4.01, Ptrend < 0.001). This positive 8-epi-PGF2α-HCC risk association was independent of smoking status, alcohol consumption and hepatitis B or liver cirrhosis and was present 10 years before the clinical manifestation of HCC. This study did not find any significant association between urinary PEG-M and HCC risk. This study provides direct evidence in support of the critical role of oxidative stress in the development of HCC regardless of its underlying causes.


Assuntos
Carcinoma Hepatocelular/urina , Dinoprosta/análogos & derivados , Dinoprostona/urina , Neoplasias Hepáticas/urina , Biomarcadores Tumorais/urina , Índice de Massa Corporal , Carcinoma Hepatocelular/epidemiologia , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/patologia , Estudos de Casos e Controles , China/epidemiologia , Estudos de Coortes , Dinoprosta/urina , Feminino , Humanos , Inflamação/epidemiologia , Inflamação/genética , Inflamação/patologia , Inflamação/urina , Neoplasias Hepáticas/epidemiologia , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/patologia , Masculino , Pessoa de Meia-Idade , Estresse Oxidativo/genética , Fatores de Risco
11.
J Pharm Biomed Anal ; 158: 431-437, 2018 Sep 05.
Artigo em Inglês | MEDLINE | ID: mdl-29945060

RESUMO

In this paper, a simple, rapid and high-throughput fluorescence polarization immunoassay (FPIA) based on polyclonal antibodies (PAb) is described for the determination of glycocholic acid (GCA) in human urine. Three fluorescein-labeled GCA (tracers) with different structures and spacer bridges were synthesized and purified by thin-layer chromatography (TLC). The structure effect of tracers on the assay was investigated and the sensitivity of best tracer in the optimized FPIA demonstrated an IC50 value of 306 ng/mL. The working range of FPIA was 36 ∼ 2 600 ng/mL and the limit of detection (LOD) was 9 ng/mL. The developed FPIA was time-saving that could be completed within 10 min. Human urine samples spiked with GCA were analyzed by this method, followed by confirmation with commercial enzyme immunoassay analysis (EIA). Excellent recoveries and correlation between these two methods were observed (R2 = 0.996), suggesting the developed FPIA could be applied to screening of GCA in human urine samples without complicated cleanup.


Assuntos
Biomarcadores Tumorais/urina , Imunoensaio de Fluorescência por Polarização/métodos , Ácido Glicocólico/urina , Ensaios de Triagem em Larga Escala/métodos , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/fisiopatologia , Carcinoma Hepatocelular/urina , Fluoresceína/química , Imunoensaio de Fluorescência por Polarização/instrumentação , Corantes Fluorescentes/química , Voluntários Saudáveis , Ensaios de Triagem em Larga Escala/instrumentação , Humanos , Limite de Detecção , Fígado/fisiopatologia , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/fisiopatologia , Neoplasias Hepáticas/urina , Sensibilidade e Especificidade , Fatores de Tempo
12.
Sci Rep ; 8(1): 3799, 2018 02 28.
Artigo em Inglês | MEDLINE | ID: mdl-29491388

RESUMO

Hepatocellular carcinoma is one of the fastest growing cancers in the US and has a low survival rate, partly due to difficulties in early detection. Because of HCC's high heterogeneity, it has been suggested that multiple biomarkers would be needed to develop a sensitive HCC screening test. This study applied random forest (RF), a machine learning technique, and proposed two novel models, fixed sequential (FS) and two-step (TS), for comparison with two commonly used statistical techniques, logistic regression (LR) and classification and regression trees (CART), in combining multiple urine DNA biomarkers for HCC screening using biomarker values obtained from 137 HCC and 431 non-HCC (224 hepatitis and 207 cirrhosis) subjects. The sensitivity, specificity, area under the receiver operating curve, and variability were estimated through repeated 10-fold cross-validation to compare the models' performances in accuracy and robustness. We show that RF and TS have higher accuracy and stability; specifically, they reach 90% specificity and 86%/87% sensitivity respectively along with 15% higher sensitivity and 10% higher specificity than LR in cross-validation. The potential of RF and TS to develop a panel of multiple biomarkers and the possibility for self-training, cloud-based models for HCC screening are discussed.


Assuntos
Biomarcadores Tumorais/urina , Biometria/métodos , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/urina , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/urina , Programas de Rastreamento/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Área Sob a Curva , Feminino , Humanos , Aprendizado de Máquina , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Análise de Regressão , Adulto Jovem
13.
Biosens Bioelectron ; 98: 371-377, 2017 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-28709086

RESUMO

A neoteric approach for the electrochemical analysis of brucine in biological environment has been developed. The glassy carbon electrode modified with single walled carbon nanotubes and nafion composite film is delineated for the first time to determine brucine employing square wave voltammetry. The quantification of brucine at physiological pH 7.2 manifests remarkable performance at the developed biosensor. The effect of several operational parameters has been studied in the present investigation. Under optimized conditions, a dynamic linear range from 1nM to 8µM with a high sensitivity of 340.8µAµM-1 and limit of detection corresponding to 0.11nM was achieved. The interfering effect of some coexisting metabolites on the current response of brucine has been reported. The method was successfully applied for the detection of brucine in traditional pharmaceutical formulations. The biological relevance of the present method has been demonstrated by the analysis of the alkaloid in human serum and urine samples. The analytical utility was further assessed by the selective determination of brucine in Strychnos nux-vomica seeds exhibiting considerable potential as a diagnostic tool.


Assuntos
Técnicas Biossensoriais , Carcinoma Hepatocelular , Neoplasias Hepáticas , Estricnina/análogos & derivados , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/urina , Linhagem Celular Tumoral , Técnicas Eletroquímicas/métodos , Humanos , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/urina , Nanotubos de Carbono/química , Estricnina/sangue , Estricnina/urina
14.
Biomed Chromatogr ; 31(6)2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-27862090

RESUMO

Metabolomics has been shown to be an effective tool for disease diagnosis, biomarker screening and characterization of biological pathways. A total of 140 subjects were included in this study; urine metabolomes of patients with liver cirrhosis (LC, n = 40), patients with hepatocellular carcinoma (HCC; n = 55) and healthy male subjects (n = 45) as a control group were studied. Gas chromatography/mass spectrometry-based urine metabolomics profiles were investigated for all participants. Diagnostic models were constructed with a combination of marker metabolites, using principal components analysis and receiver operator characteristic curves. A total of 57 peaks could be auto-identified of which 13 marker metabolites (glycine, serine, threonine, proline, urea, phosphate, pyrimidine, arabinose, xylitol, hippuric acid, citric acid, xylonic acid and glycerol) were responsible for the separation of HCC group from healthy subjects. Also, eight markers metabolites (glycine, serine, threonine, proline, citric acid, urea, xylitol and arabinose) showed significant differences between the LC group and healthy subjects. No significant difference was detected between HCC and LC groups regarding all these metabolites. Metabolomic profile using GC-MS established an optimized diagnostic model to discriminate between HCC patients and healthy subjects; also it could be useful for diagnosis of LC patients. However, it failed to differentiate between HCC and LC patients.


Assuntos
Biomarcadores/urina , Carcinoma Hepatocelular/urina , Cirrose Hepática/urina , Neoplasias Hepáticas/urina , Adulto , Estudos de Casos e Controles , Feminino , Cromatografia Gasosa-Espectrometria de Massas , Humanos , Masculino , Metabolômica , Pessoa de Meia-Idade
15.
World J Gastroenterol ; 22(16): 4191-200, 2016 Apr 28.
Artigo em Inglês | MEDLINE | ID: mdl-27122669

RESUMO

AIM: To establish if a distinct urinary metabolic profile could be identified in Bangladeshi hepatitis-B hepatocellular carcinoma (HCC) patients compared to cirrhosis patients and controls. METHODS: Urine samples from 42 Bangladeshi patients with HCC (39 patients with hepatitis-B HCC), 47 with cirrhosis on a background of hepatitis B, 46 with chronic hepatitis B, and seven ethnically-matched healthy controls were analyzed using nuclear magnetic resonance (NMR) spectroscopy. A full dietary and medication history was recorded for each subject. The urinary NMR data were analyzed using principal component analysis (PCA) and orthogonal partial least squared discriminant analysis (OPLS-DA) techniques. Differences in relative signal levels of the most discriminatory metabolites identified by PCA and OPLS-DA were compared between subject groups using an independent samples Kruskal-Wallis one-way analysis of variance (ANOVA) test with all pairwise multiple comparisons. Within the patient subgroups, the Mann-Whitney U test was used to compare metabolite levels depending on hepatitis B e-antigen (HBeAg) status and treatment with anti-viral therapy. A Benjamini-Hochberg adjustment was applied to acquire the level of significance for multiple testing, with a declared level of statistical significance of P < 0.05. RESULTS: There were significant differences in age (P < 0.001), weight (P < 0.001), and body mass index (P < 0.001) across the four clinical subgroups. Serum alanine aminotransferase (ALT) was significantly higher in the HCC group compared to controls (P < 0.001); serum α-fetoprotein was generally markedly elevated in HCC compared to controls; and serum creatinine levels were significantly reduced in the HCC group compared to the cirrhosis group (P = 0.004). A three-factor PCA scores plot showed clustering of the urinary NMR spectra from the four subgroups. Metabolites that contributed to the discrimination between the subgroups included acetate, creatine, creatinine, dimethyamine (DMA), formate, glycine, hippurate, and trimethylamine-N-oxide (TMAO). A comparison of relative metabolite levels confirmed that carnitine was significantly increased in HCC; and creatinine, hippurate, and TMAO were significantly reduced in HCC compared to the other subgroups. HBeAg negative patients showed a significant increase in creatinine (P = 0.001) compared to HBeAg positive patients in the chronic hepatitis B subgroup, whilst HBeAg negative patients showed a significant decrease in DMA (P = 0.004) in the cirrhosis subgroup compared to HBeAg positive patients. There were no differences in metabolite levels in HCC patients who did or did not receive antiviral treatment. CONCLUSION: Urinary NMR changes in Bangladeshi HCC were identified, corroborating previous findings from Egypt and West Africa. These findings could form the basis for the development of a cost-effective HCC dipstick screening test.


Assuntos
Biomarcadores Tumorais/urina , Carcinoma Hepatocelular/urina , Hepatite B/complicações , Neoplasias Hepáticas/urina , Metabolômica/métodos , Espectroscopia de Prótons por Ressonância Magnética , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise de Variância , Antivirais/uso terapêutico , Bangladesh , Biomarcadores Tumorais/sangue , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/patologia , Carcinoma Hepatocelular/virologia , Feminino , Hepatite B/sangue , Hepatite B/diagnóstico , Hepatite B/tratamento farmacológico , Antígenos E da Hepatite B/sangue , Humanos , Análise dos Mínimos Quadrados , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/patologia , Neoplasias Hepáticas/virologia , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Análise de Componente Principal , Estudos Retrospectivos , Urinálise , Adulto Jovem
16.
Biomed Chromatogr ; 30(11): 1706-1713, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27061917

RESUMO

Glycocholic acid (GCA) is a newly identified biomarker for hepatocellular carcinoma (HCC) patients. In this study, a method based on macromolecular crowding strategy has been applied for preparation of a molecularly imprinted polymer (MIP), which possesses high adsorption capacity for GCA. Polymethyl methacrylate was used as a macromolecular crowding agent, N-(3-aminopropyl)-methacrylamide hydrochloride as a functional monomer and ethylene dimethacrylate as a cross-linker. The morphology and binding characteristics of MIP were assessed by scanning electron microscopy and absorption experiments. The MIP was used as an adsorbent material to separate GCA, and the molecularly imprinted solid-phase extraction (MISPE) was carefully optimized. The MISPE combined with high-performance liquid chromatographic analysis was successfully used to determine the GCA in plasma and urine samples. When spiked levels ranged from 0.2 to 20 µmol L-1 , the recoveries were between 94.3 and 100.5%. As a proof of principle, this proposed method has been validated on a small subset of HCC patients (n = 10) and healthy volunteers (n = 10). The average GCA concentrations of HCC patients in plasma and urine were about 25 and 2.8 times than that of healthy volunteers. Copyright © 2016 John Wiley & Sons, Ltd.


Assuntos
Acrilamidas/química , Ácido Glicocólico/sangue , Ácido Glicocólico/urina , Impressão Molecular/métodos , Extração em Fase Sólida/métodos , Adsorção , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/urina , Cromatografia Líquida de Alta Pressão/métodos , Reagentes de Ligações Cruzadas/química , Ácido Glicocólico/análise , Humanos , Limite de Detecção , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/urina , Metacrilatos/química
17.
Sci Rep ; 6: 19763, 2016 Jan 25.
Artigo em Inglês | MEDLINE | ID: mdl-26805550

RESUMO

Hepatocarcinoma (HCC) is one of the deadliest cancers in the world and represents a significant disease burden. Better biomarkers are needed for early detection of HCC. Metabolomics was applied to urine samples obtained from HCC patients to discover noninvasive and reliable biomarkers for rapid diagnosis of HCC. Metabolic profiling was performed by LC-Q-TOF-MS in conjunction with multivariate data analysis, machine learning approaches, ingenuity pathway analysis and receiver-operating characteristic curves were used to select the metabolites which were used for the noninvasive diagnosis of HCC. Fifteen differential metabolites contributing to the complete separation of HCC patients from matched healthy controls were identified involving several key metabolic pathways. More importantly, five marker metabolites were effective for the diagnosis of human HCC, achieved a sensitivity of 96.5% and specificity of 83% respectively, could significantly increase the diagnostic performance of the metabolic biomarkers. Overall, these results illustrate the power of the metabolomics technology which has the potential as a non-invasive strategies and promising screening tool to evaluate the potential of the metabolites in the early diagnosis of HCC patients at high risk and provides new insight into pathophysiologic mechanisms.


Assuntos
Carcinoma Hepatocelular/metabolismo , Neoplasias Hepáticas/metabolismo , Metaboloma , Metabolômica , Urinálise , Biomarcadores , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/urina , Estudos de Casos e Controles , Análise por Conglomerados , Biologia Computacional , Humanos , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/urina , Redes e Vias Metabólicas , Metabolômica/métodos , Estadiamento de Neoplasias , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Urinálise/métodos
18.
Sci Rep ; 5: 17545, 2015 Dec 02.
Artigo em Inglês | MEDLINE | ID: mdl-26626148

RESUMO

Green tea polyphenols (GTP) are highly effective in inhibiting a variety of tumorigenic effects induced by carcinogens. In this study we assessed GTP mitigation on biomarkers of fumonisin B1 (FB1), a class 2B carcinogen, in blood and urine samples collected from an intervention trial. A total of 124 exposed people were recruited and randomly assigned to low-dose (GTP 500 mg, n = 42), high-dose (GTP 1,000 mg, n = 41) or placebo (n = 41) for 3 months. After one-month of intervention, urinary FB1 was significantly decreased in high-dose group compared to that of placebo group (p = 0.045), with reduction rates of 18.95% in the low-dose group and 33.62% in the high-dose group. After three-month intervention, urinary FB1 showed significant decrease in both low-dose (p = 0.016) and the high-dose (p = 0.0005) groups compared to that of both placebo group and baseline levels, with reduction rates of 40.18% in the low-dose group and 52.6% in the high-dose group. GTP treatment also significantly reduced urinary excretion of sphinganine (Sa), sphingosine (So), and Sa/So ratio, but had no effect on serum Sa, So, and Sa/So ratio. Analysis with mixed-effect model revealed significant interactions between time and treatment effects of GTP on both urinary free FB1 levels and Sa/So ratios.


Assuntos
Biomarcadores Tumorais , Carcinoma Hepatocelular , Fumonisinas , Neoplasias Hepáticas , Polifenóis/administração & dosagem , Chá/química , Adulto , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/urina , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/tratamento farmacológico , Carcinoma Hepatocelular/urina , Feminino , Fumonisinas/sangue , Fumonisinas/urina , Humanos , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/tratamento farmacológico , Neoplasias Hepáticas/urina , Masculino , Pessoa de Meia-Idade , Polifenóis/química
19.
Izv Akad Nauk Ser Biol ; (3): 293-301, 2015.
Artigo em Russo | MEDLINE | ID: mdl-26349235

RESUMO

Macrosmatic animals (dogs and mice) have been proved to be able to distinguish between the urine or feces of mice with transplanted hepatocellular carcinoma and those of healthy mice by odor. The chemical composition of animal excreta was found to change with tumor growth; however, it is not clear yet if this results from tumor growth itself, inflammation, or immune response. We suggested that the use of the ability of macrosmatic animals to compare odor mixtures combined with mouse cancer models is a promising trend in the search for new tumor markers.


Assuntos
Biomarcadores Tumorais/urina , Carcinoma Hepatocelular/urina , Neoplasias Hepáticas/urina , Olfato , Animais , Cães , Camundongos , Odorantes , Compostos Orgânicos Voláteis/urina
20.
Am J Epidemiol ; 181(6): 397-405, 2015 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-25713334

RESUMO

Dietary catechins are phytochemicals with both antioxidative and prooxidative stress properties. Green tea is a major source of catechins and may be associated with hepatocellular carcinoma (HCC) risk, but the catechin-HCC relationship has not been evaluated using a biomarker-based approach. A nested case-control study of HCC (211 cases and 1,067 matched controls) was conducted within the Shanghai Cohort Study, which enrolled 18,244 men between 1986 and 1989. Concentrations of specific catechins, including epicatechin, epigallocatechin (EGC), and 4'-O-methyl-epigallocatechin, were measured in urine specimens that had been collected prior to HCC diagnosis. None of the catechins measured were associated with HCC risk. In stratified analyses, there was a statistically significant trend for an association of higher urinary EGC with increased HCC risk among subjects with positive serology for hepatitis B surface antigen (P for trend = 0.02). This positive EGC-HCC association became stronger for hepatitis B surface antigen-positive persons who also had low serum retinol levels (for detectable levels vs. undetectable levels, odds ratio = 2.62, 95% confidence interval: 1.25, 5.51). There was no evidence supporting a protective role of catechins in the development of HCC. Instead, exposure to high levels of catechins may increase the risk of developing HCC for high-risk individuals.


Assuntos
Carcinoma Hepatocelular/urina , Catequina/análogos & derivados , Neoplasias Hepáticas/urina , Biomarcadores/urina , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/etiologia , Estudos de Casos e Controles , Catequina/urina , China , Estudos de Coortes , Antígenos de Superfície da Hepatite B/sangue , Humanos , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/etiologia , Masculino , Pessoa de Meia-Idade , Chá , Vitamina A/sangue
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