Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 16 de 16
Filtrar
1.
Biol Pharm Bull ; 43(5): 904-907, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32378566

RESUMO

CYP2D6 is an important drug-metabolizing enzyme involved in the metabolism of 20-25% of commonly prescribed drugs. Genetic polymorphism of CYP has clinically significant modifications in patients' drug-metabolizing capacities. Since gene copy number variation (CNV) and single nucleotide polymorphism (SNP) frequently occur in the CYP2D6 gene, which the activity of CYP2D6 particularly depend on the genetic factors. This study aimed to investigate the frequencies of CYP2D6 genotypes in a Japanese female subject of 216 healthy volunteers. The volunteers were genotyped for CNV Exon 9 and four CYP2D6 genetic variants (*2, *5, *10, *14, *41) performed by TaqMan® genotyping assays. The CNV allele frequencies were 82.9% for two copies, 11.6% for one copy, 4.6% for three copies and 0.9% for zero copy, respectively. The frequencies of CYP2D6*1, *2, *5, *10, *14, and *41 were 38.7, 16.7, 6.3, 34.7, 0.2, and 1.2%, respectively. CYP2D6*5 and *14 were the major defective alleles. However, this genotyping is labor intensive, time consuming, and costly. We report an optimized novel protocol for the determination of CNV and SNP in CYP2D6 gene by real-time quantitative PCR. This can lower the cost and accurately determine CNV and SNP in the CYP2D6 gene with a higher output and enabling reliable estimates of disease prediction in large epidemiological samples.


Assuntos
Povo Asiático/genética , Citocromo P-450 CYP2D6/genética , Genótipo , Feminino , Frequência do Gene , Humanos , Polimorfismo de Nucleotídeo Único , Reação em Cadeia da Polimerase em Tempo Real
2.
Biol Pharm Bull ; 42(10): 1761-1765, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31582664

RESUMO

The CYP2D6 gene is the most well characterized gene involved in drug metabolism and is known to have both gene duplication and deletion variants. We report an optimized method for the determination of copy number variation (CNV) in the CYP2D6 gene by a novel purification process for a real-time quantitative PCR. This high-throughput low-cost method accurately determines CNV in the CYP2D6 gene enabling reliable estimates of disease prediction in large epidemiological samples.


Assuntos
Citocromo P-450 CYP2D6/genética , Ensaios de Triagem em Larga Escala/métodos , Reação em Cadeia da Polimerase em Tempo Real/métodos , Variações do Número de Cópias de DNA , Feminino , Genótipo , Ensaios de Triagem em Larga Escala/instrumentação , Humanos , Reação em Cadeia da Polimerase em Tempo Real/instrumentação , Saliva/química
3.
Biol Pharm Bull ; 42(8): 1345-1349, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31366869

RESUMO

DNA extraction and purification have been generally considered to be required for PCR assay. We demonstrated a new protocol using biological specimens directly as templates for real-time PCR with melting curve analysis. We confirmed the melting curve analysis was particularly suitable for the identification of the insertion/deletion (Ins/Del) polymorphism of the angiotensin-converting enzyme (ACE) gene. The new protocol we developed can be set up using simple and complete PCR analysis including data interpretation in under four hours with additional advantages of application for large-scale clinical research, diagnostics, and epidemiological studies at low cost.


Assuntos
Técnicas de Genotipagem/métodos , Peptidil Dipeptidase A/genética , Povo Asiático , Feminino , Genótipo , Humanos , Mutação INDEL , Polimorfismo Genético , Reação em Cadeia da Polimerase em Tempo Real , Saliva/química
4.
Alcohol Clin Exp Res ; 40(6): 1241-50, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-27087413

RESUMO

BACKGROUND: The genetic polymorphisms of alcohol dehydrogenase-1B (ADH1B) and aldehyde dehydrogenase-2 (ALDH2) are associated with the risk of alcoholism and upper aerodigestive tract cancer in alcoholics. Salivary ethanol (sEtOH) levels are well correlated with blood EtOH levels. METHODS: To study the effects of ADH1B and ALDH2 genotypes on the alcohol elimination rate (AER) and salivary acetaldehyde (sAcH) levels, we measured the sEtOH and sAcH levels twice at a 1-hour intervals in 99 intoxicated Japanese alcoholic men who had stopped drinking for 4 or more hours. RESULTS: The initial sEtOH levels did not differ between the ADH1B*2 group (n = 50) and the ADH1B*1/*1 group (n = 49) (median: 0.617 vs. 0.762 mg/ml). The salivary AER (sAER) increased as the sEtOH levels increased (p < 0.0001). After stratification according to the sEtOH levels (<0.4, 0.4 to 0.99, and ≥1.00 mg/ml), the median sAER of the ADH1B*2 group was 0.075, 0.188, and 0.228 mg/ml/h, respectively, and that of the ADH1B*1/*1 group was 0.037, 0.115, and 0.233 mg/ml/h, respectively. The sAER of the ADH1B*2 group was faster than that of the ADH1B*1/*1 group overall (p = 0.001) and when the sEtOH category was 0.4 to 0.99 mg/ml (p < 0.0001). The ADH1B genotype and the sEtOH levels had an interaction effect on the sAER (p = 0.036). A multiple linear regression analysis with a stepwise procedure selected the ADH1B*2 allele (p = 0.004) and the sEtOH levels (p < 0.0001) as positive predictors of sAER. The sAER did not differ according to the ALDH2 genotype. The sAcH levels were higher than the blood AcH levels reported in alcoholics, probably because of AcH production by oral microorganisms. The sAcH of the ALDH2*1/*2 group (n = 18) was higher than that of the ALDH2*1/*1 group (n = 81) overall (p = 0.0008) and when the corresponding sEtOH category was ≥1.00 mg/ml (median: 3.195 vs. 1.776 µg/ml, p = 0.009). A multiple linear regression analysis selected the ALDH2*1/*2 and the sEtOH levels as positive predictors of the sAcH levels (p < 0.0001). CONCLUSIONS: The enhanced AER in ADH1B*2 carriers and the increased sAcH levels in ALDH2*1/*2 carriers among intoxicated alcoholics provide possible mechanisms explaining how each genetic polymorphism affects the risk of alcoholism and upper aerodigestive tract cancer.


Assuntos
Acetaldeído/metabolismo , Álcool Desidrogenase/genética , Intoxicação Alcoólica/genética , Intoxicação Alcoólica/metabolismo , Aldeído-Desidrogenase Mitocondrial/genética , Etanol/metabolismo , Polimorfismo Genético , Saliva/metabolismo , Povo Asiático/genética , Predisposição Genética para Doença/genética , Genótipo , Humanos , Masculino
5.
Int J Med Sci ; 12(1): 78-82, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25552922

RESUMO

The Cytochrome P450 is the major enzyme involved in drug metabolism. CYP enzymes are responsible for the metabolism of most clinically used drugs. Individual variability in CYP activity is one important factor that contributes to drug therapy failure. We have developed a new straightforward TaqMan PCR genotyping assay to investigate the prevalence of the most common allelic variants of polymorphic CYP enzymes CYP1A2, CYP2C9, CYP2C19, CYP2D6 and CYP3A5 in the Japanese population. Moreover, we focused on the combination of each genotype for clinical treatment. The genotype analysis identified a total of 139 out of 483 genotype combinations of five genes in the 1,003 Japanese subjects. According to our results, most of subjects seemed to require dose modification during clinical treatment. In the near future, modifications should be considered based on the individual patient genotype of each treatment.


Assuntos
Sistema Enzimático do Citocromo P-450/genética , Polimorfismo Genético , Povo Asiático/genética , Citocromo P-450 CYP1A2/genética , Citocromo P-450 CYP2C19/genética , Citocromo P-450 CYP2C9/genética , Citocromo P-450 CYP2D6/genética , Citocromo P-450 CYP3A/genética , Frequência do Gene , Genética Populacional , Humanos , Inativação Metabólica/genética
6.
Rinsho Byori ; 63(11): 1253-8, 2015 Nov.
Artigo em Japonês | MEDLINE | ID: mdl-26995869

RESUMO

We have developed a new method for unprocessed biological specimens as templates directly into the TaqMan assay. Saliva was needed to be put on a water-soluble paper and dried, because foreign substances, such as a filter paper, hinder fluorescence detection through the assay. Genotyping of alcohol metabolism-related genes ADH1B (rs1229984) and ALDH2 (rs671) polymorphisms was, subsequently, performed by TaqMan PCR assay using dried saliva in the present investigation. The optimized technique was tested on 114 samples of alcoholic patients. The PCR-RFLP methods with purified DNA from blood samples were employed for validation of the assay. Upon validation, complete concordance was observed between the two independent results. These results highlight the ability of TaqMan PCR assays using dried saliva on water-soluble paper in genotyping of ADH1B and ALDH2 genes. Our results showed a rapid, simple, reliable, and cost-effective method for SNP genotyping of mutations in ADH1B and ALDH2 genes. This will be very useful for large-scale association studies in various fields. [Original].


Assuntos
Álcool Desidrogenase/genética , Aldeído Desidrogenase/genética , Etanol/metabolismo , Técnicas de Genotipagem/métodos , Reação em Cadeia da Polimerase/métodos , Polimorfismo de Nucleotídeo Único , Saliva , Manejo de Espécimes/métodos , Adulto , Idoso , Aldeído-Desidrogenase Mitocondrial , Humanos , Masculino , Pessoa de Meia-Idade , Mutação , Papel , Solubilidade , Água
7.
Nucleic Acids Res ; 35(1): e3, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-17135189

RESUMO

DNA microarrays are routinely used to monitor gene expression profiling and single nucleotide polymorphisms (SNPs). However, for practically useful high performance, the detection sensitivity is still not adequate, leaving low expression genes undetected. To resolve this issue, we have developed a new plastic S-BIO PrimeSurface with a biocompatible polymer; its surface chemistry offers an extraordinarily stable thermal property for a lack of pre-activated glass slide surface. The oligonucleotides immobilized on this substrate are robust in boiling water and show no significant loss of hybridization activity during dissociation treatment. This allowed us to hybridize the templates, extend the 3' end of the immobilized DNA primers on the S-Bio by DNA polymerase using deoxynucleotidyl triphosphates (dNTP) as extender units, release the templates by denaturalization and use the same templates for a second round of reactions similar to that of the PCR method. By repeating this cycle, the picomolar concentration range of the template oligonucleotide can be detected as stable signals via the incorporation of labeled dUTP into primers. This method of Multiple Primer EXtension (MPEX) could be further extended as an alternative route for producing DNA microarrays for SNP analyses via simple template preparation such as reverse transcript cDNA or restriction enzyme treatment of genome DNA.


Assuntos
Primers do DNA/química , Metacrilatos/química , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Polietilenoglicóis/química , Taq Polimerase/metabolismo , Cinética , Sondas de Oligonucleotídeos , Análise de Sequência de DNA , Temperatura
8.
Yakugaku Zasshi ; 139(8): 1111-1119, 2019.
Artigo em Japonês | MEDLINE | ID: mdl-31366848

RESUMO

A new single nucleotide polymorphisms (SNP) genotyping method has been developed and validated using biological specimens directly as templates for TaqMan PCR without general DNA extraction and purification procedure from dried saliva samples attached on water-soluble papers. This new method can set up at ease and complete PCR analysis including data interpretation in under two hours with additional advantages of application for large-scale clinical research, diagnostics, and epidemiological studies at low cost. Specifically, SNP genotyping of alcohol metabolism-related genes ADH1B (rs1229984) and ALDH2 (rs671) were demonstrated by TaqMan PCR assay using dried saliva samples in the present investigation. In this protocol, by simplifying experimental operations and improving efficiency, omitting and simplifying the time and laborious DNA purification process, it is possible to shorten the experiment time and reduce the risk of human error such as contamination. Furthermore it became possible with great cost reduction. We succeeded in dramatically improving the judgment rate and accuracy of SNP genotyping by the master mix reagent for commercial available real-time TaqMan PCR. Moreover, it becomes possible to stably introduce template DNA into the reaction system, and it will be possible to apply it to copy number variation (CNV) by TaqMan probe method. The SNP analysis process using this optimized water-soluble paper will be applied to gene polymorphism analysis of drug metabolizing enzyme gene CYP, etc., to help efforts to realize personalized medicine.


Assuntos
Álcool Desidrogenase/genética , Álcoois/metabolismo , Aldeído-Desidrogenase Mitocondrial/genética , Genótipo , Técnicas de Genotipagem/métodos , Polimorfismo de Nucleotídeo Único/genética , Variações do Número de Cópias de DNA , Humanos , Reação em Cadeia da Polimerase em Tempo Real , Saliva
9.
FEBS J ; 275(6): 1260-73, 2008 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-18318837

RESUMO

The specific features of the plasticity of adult stem cells are largely unknown. Recently, we demonstrated the hepatic differentiation of human adipose tissue-derived mesenchymal stem cells (AT-MSCs). To identify the genes responsible for hepatic differentiation, we examined the gene expression profiles of AT-MSC-derived hepatocytes (AT-MSC-Hepa) using several microarray methods. The resulting sets of differentially expressed genes (1639 clones) were comprehensively analyzed to identify the pathways expressed in AT-MSC-Hepa. Clustering analysis revealed a striking similarity of gene clusters between AT-MSC-Hepa and the whole liver, indicating that AT-MSC-Hepa were similar to liver with regard to gene expression. Further analysis showed that enriched categories of genes and signaling pathways such as complementary activation and the blood clotting cascade in the AT-MSC-Hepa were relevant to liver-specific functions. Notably, decreases in Twist and Snail expression indicated that mesenchymal-to-epithelial transition occurred in the differentiation of AT-MSCs into hepatocytes. Our data show a similarity between AT-MSC-Hepa and the liver, suggesting that AT-MSCs are modulated by their environmental conditions, and that AT-MSC-Hepa may be useful in basic studies of liver function as well as in the development of stem cell-based therapy.


Assuntos
Tecido Adiposo/citologia , Diferenciação Celular/genética , Perfilação da Expressão Gênica , Fígado/citologia , Células-Tronco Mesenquimais/citologia , Transdução de Sinais , Tecido Adiposo/metabolismo , Células-Tronco Adultas/citologia , Células-Tronco Adultas/metabolismo , Hepatócitos/citologia , Hepatócitos/metabolismo , Humanos , Fígado/metabolismo , Células-Tronco Mesenquimais/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos
10.
FEBS Lett ; 579(10): 2137-42, 2005 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-15811331

RESUMO

Eight genes showed significant changes in expression in mice under psychophysiological stress provided by cage-restraint and water-immersion. The transcription level of most of these genes was affected in all the tissues analyzed, and some of them were responsive genes in several different stress systems. Peculiarly, the expression level of one gene, cdc2-like kinase 1 (CLK1), was reduced only in the brain, while the balance of partially- and alternatively-spliced CLK1 mRNA species changed in all the tissues including the brain. These results suggest that some stress-response mechanisms, including transcriptional and post-transcriptional events, are coordinated in the whole body in mice under psychophysiological stress.


Assuntos
Regulação da Expressão Gênica , Estresse Psicológico/genética , Animais , DNA Complementar , Proteínas Imediatamente Precoces , Íntrons , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Proteínas Nucleares/genética , Análise de Sequência com Séries de Oligonucleotídeos , Proteínas Serina-Treonina Quinases/genética , Proteínas Tirosina Quinases/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Estresse Psicológico/enzimologia , Transcrição Gênica
11.
Nihon Eiseigaku Zasshi ; 70(2): 134-8, 2015.
Artigo em Japonês | MEDLINE | ID: mdl-25994345

RESUMO

OBJECTIVES: The purpose of this study was to identify associations between ALDH2 and ADH1B genotypes and ethanol-induced cutaneous erythema and assess the accuracy of an ethanol patch test in young Japanese women. METHODS: The subjects were 942 female Japanese university students. They were given an ethanol patch test and examined for ethanol-induced cutaneous erythema both immediately after removing the patch and 10 minutes after removing the patch. A saliva sample was used to determine the ALDH2 and ADH1B genotype of each subject by realtime PCR. RESULTS: The sensitivity and specificity of erythema immediately after removing the patch as the marker for the presence of inactive ALDH2 were 69.6% and 87.7%, respectively, and the sensitivity and specificity of erythema 10 minutes after removing the patch were 85.2% and 85.1%, respectively. The sensitivity of erythema after 10 minutes was markedly lower in the ADH1B*1/*1 carriers than in the ADH1B*2 carriers (8.3% vs. 89.7%, p<0.0001), and the specificity was significantly higher in the ADH1B*1/*1 carriers than in the ADH1B*2 carriers (96.9% vs. 84.3%, p<0.05). CONCLUSIONS: Overall, both sensitivity and specificity were satisfactorily high, but having the ADH1B*1/*1 genotype prevented a positive reaction for inactive ALDH2 and caused false-negative results. The data also suggested that having the ADH1B*2/*2 genotype caused a positive reaction in subjects with the ALDH2*1/*1 genotype. Despite these exceptions, the ethanol patch test has enough accuracy and can be used easily to subjects who don't drink alcohol. This is a valuable tool for improving the health literacy of younger generation subjects.


Assuntos
Álcool Desidrogenase/genética , Consumo de Bebidas Alcoólicas/prevenção & controle , Aldeído Desidrogenase/genética , Eritema/induzido quimicamente , Eritema/genética , Etanol/efeitos adversos , Educação em Saúde , Adolescente , Adulto , Consumo de Bebidas Alcoólicas/genética , Aldeído-Desidrogenase Mitocondrial , Povo Asiático/genética , Feminino , Estudos de Associação Genética , Genótipo , Heterozigoto , Humanos , Testes do Emplastro , Reação em Cadeia da Polimerase em Tempo Real , Saúde da Mulher , Adulto Jovem
12.
Drug Metab Pharmacokinet ; 29(3): 283-5, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24390472

RESUMO

In the post-genome era, a simple and inexpensive method for diagnostic analysis is in high demand. Cytochrome P450 (CYP) 2D6 is one of the most widely investigated CYPs in relation to genetic polymorphism. Detection of CYP2D6*5 is difficult since long PCR is used. Especially for samples without DNA extraction, the detection is not sensitive enough for population analysis. Therefore, we developed a CYP2D6*5 genotyping method that involves nested long PCR, directly using human whole saliva as a template without DNA extraction. This method will be very useful for genetic diagnoses and can be an efficient tool for individualization of drug therapy in clinical studies.


Assuntos
Citocromo P-450 CYP2D6/genética , DNA/genética , Técnicas de Diagnóstico Molecular/métodos , Reação em Cadeia da Polimerase/métodos , Frequência do Gene/genética , Genótipo , Humanos
13.
Anal Sci ; 30(3): 427-9, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24614740

RESUMO

We have developed a new method for directly using unprocessed biological specimens as templates for the TaqMan assay. DNA extraction and purification had been believed to be required for the assay, but our new method could avoid hindering fluorescence detection, even if the templates were used directly. Saliva was needed to be put on water-soluble paper and dried, and hairs were cut to be about 10 mm long. This method could reduce both the time and effort involved, and also the risk of contamination. It should prove to be very valuable for genetic diagnoses in various fields.


Assuntos
DNA/isolamento & purificação , Cabelo/química , Papel , Reação em Cadeia da Polimerase/métodos , Polimorfismo de Nucleotídeo Único/genética , Saliva/química , Álcool Desidrogenase/genética , Aldeído Desidrogenase/genética , Aldeído-Desidrogenase Mitocondrial , Feminino , Genótipo , Voluntários Saudáveis , Humanos , Solubilidade , Fatores de Tempo , Água/química
14.
Anal Sci ; 26(4): 503-5, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20410576

RESUMO

We have developed a simple, labor-saving, inexpensive, and rapid single nucleotide polymorphism (SNP) genotyping method that works directly on whole human blood. This single-tube genotyping method was used to successfully and reliably genotype ADH1B and ALDH2 polymorphisms without DNA isolation using a 1.2-mm disc of dried blood and the KOD FX PCR enzyme kit. SNP genotyping was performed by a polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) method. In addition to the labor and expense advantages, the possibility of sample contamination was considerably decreased, since the DNA extraction step was eliminated. In the post-genome era, a simple and inexpensive method for diagnostic analysis is in high demand, and this method will be very useful for genetic diagnoses in biological and medical laboratories.


Assuntos
Álcool Desidrogenase/genética , Aldeído Desidrogenase/genética , Sangue , Reação em Cadeia da Polimerase/métodos , Polimorfismo Genético , Polimorfismo de Fragmento de Restrição , Aldeído-Desidrogenase Mitocondrial , DNA/isolamento & purificação , Genótipo , Humanos , Reação em Cadeia da Polimerase/economia , Fatores de Tempo
15.
Anal Sci ; 25(12): 1487-9, 2009 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-20009340

RESUMO

We have developed a simple, labor-saving, inexpensive and rapid SNP genotyping method that directly uses a human hair root as the template. This single-tube genotyping method was used to successfully and reliably genotype the ADH1B and ALDH2 polymorphisms using a hair root (without DNA isolation) and the polymerase chain reaction (PCR) enzyme kit KOD FX. Since the DNA extraction step was eliminated, the possibility of sample contamination was considerably decreased. The single-tube SNP genotyping was performed by coupling the PCR enzyme kit with allele-specific primer (ASP)-PCR. In the post-genome era, a simple and inexpensive method for diagnostic analysis is in high demand, and this PCR method with a hair root as a template will be very useful for genetic diagnoses in biological and medical laboratories.


Assuntos
Cabelo/anatomia & histologia , Cabelo/metabolismo , Adolescente , Álcool Desidrogenase/genética , Aldeído Desidrogenase/genética , Aldeído-Desidrogenase Mitocondrial , Feminino , Genótipo , Humanos , Reação em Cadeia da Polimerase , Polimorfismo de Nucleotídeo Único , Reprodutibilidade dos Testes , Fatores de Tempo , Adulto Jovem
16.
Anal Sci ; 25(1): 109-14, 2009 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-19139583

RESUMO

In this report, we have developed a novel quantitative RT-PCR protocol in which the procedure including mRNA purification can be performed in an all-in-one tube. To simplify gene expression analysis, oligo-dT(30) immobilized PCR tubes were used serially to capture mRNA, synthesize solid-phase cDNA, and amplify specific genes. The immobilized oligo-dT(30) can efficiently capture mRNA directly from crude human cell lysates. The captured mRNA is then amplified by one-step reverse transcription PCR (RT-PCR) with initial cDNA synthesis followed by PCR. In RT-PCR, this new reusable PCR tube device can be employed for multiple PCR amplifications with different primer sets from a solid-phase oligo-dT(30) primed cDNA library. This paper introduces a novel and highly reliable all-in-one tube method for rapid cell lysis, followed by quantitative preparation and expression analysis of target mRNA molecules with small amounts of sample. This procedure allows all steps to be carried out by sequential dilution in a single tube, without chemical extraction. We demonstrate the utility of this novel method by quantification of two housekeeping genes, beta-actin and GAPDH, in HeLa cells. We believe this new PCR device can be useful as a platform for various mRNA expression analyses, including basic research, drug screening, and molecular toxicology, as well as for molecular pathological diagnostics.


Assuntos
Perfilação da Expressão Gênica/instrumentação , Actinas/genética , Perfilação da Expressão Gênica/métodos , Gliceraldeído-3-Fosfato Desidrogenases/genética , Células HeLa , Humanos , Métodos , Oligodesoxirribonucleotídeos , Polímeros , RNA Mensageiro/isolamento & purificação , Reação em Cadeia da Polimerase Via Transcriptase Reversa/instrumentação
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA