Development of a platform for HIV/HCV genotyping to anti-viral drug resistance using Next Generation Sequencing - NGS technology Rodrigo de Moraes Brindeiro.

Slides:



Advertisements
Apresentações semelhantes
Presenter’s Notes Some Background on the Barber Paradox
Advertisements

RCAAP Project João Mendes Moreira, FCCN Berlin 7, Paris, 04/12/2009.
Laboratório de Sistemas Distribuídos (LSD) – Universidade Federal de Campina Grande (UFCG)EELA Grid School – December 04, 2006 Enhancing SegHidro/BRAMS.
São Paulo - November 7, 2013 Measuring the Cost of Formalization in Brazil © 2003 The Ronald Coase Institute Adopting RCI methodology to measure start.
Chapter Six Pipelining
Chapter Five The Processor: Datapath and Control (Parte B: multiciclo)
INPAs insights on LBA (and its role as the coordinating institution): (based on and the message from INPAs General Director, Dr Adalberto Val, and on former.
“Pespectiva da Pesquisa Clínica em Pediatria”
Portugal – Fraunhofer Gesellschaft Agreement
Engenharia de Software Prof ª. Isabel Sofia de Brito Prof ª. Maria Fernanda Pedro.
III REUNIÃO DE COORDENAÇÃO REGIONAL DA BVS Lewis Joel Greene Editor Brazilian Journal of Medical and Biological Research Medical School of Ribeirão Preto.
Genética Molecular em Análises Clinicas
Dep. Eng. Electrotécnica Diagramas de controle de execução.
Transmissão do HIV e Tratamento da Aids
Capacitores Ou, como guardar energia elétrica de forma relativamente simples.
ANÁLISE DA PRODUÇÃO EM PERIÓDICOS ( ) SEGUNDO NOVOS ESTRATOS VITÓRIA, ES – OUTUBRO 2008 Kenneth Camargo – IMS/UERJ Cláudia Medina – IESC/UFRJ.
Meeting 17 Chapter & 6-6.
Towards a Requirement Analysis Approach for Dependable Law-Governed Systems Maíra Gatti, Gustavo Carvalho May 2nd 2006.
Java RMI Alcides Calsavara. Objetivos Permitir que um método de uma classe Java em execução em uma máquina virtual JVM chame um método de um objeto (instância.
Indução e caracterização molecular de mutantes
DIRETORIA ACADÊMICA NÚCLEO DE CIÊNCIAS HUMANAS E ENGENHARIAS DISCIPLINA: INGLÊS FUNDAMENTAL - NOITE PROFESSOR: JOSÉ GERMANO DOS SANTOS PERÍODO LETIVO
DIRETORIA ACADÊMICA NÚCLEO DE CIÊNCIAS HUMANAS E ENGENHARIAS DISCIPLINA: INGLÊS FUNDAMENTAL - NOITE PROFESSOR: JOSÉ GERMANO DOS SANTOS PERÍODO LETIVO.
Um pouco mais sobre modelos de objetos. Ray Path Categorization Ray Path Categorization. Nehab, D.; Gattass, M. Proceedings of SIBGRAPI 2000, Brazil,
Correção dos exercícios de engenharia do conhecimento em Prolog Jacques Robin, DI-UFPE
Treinamento GP3 USP – GEFIM Abril de 2004 Alcides Pietro, PMP.
GT Processo Eletrônico SG Documentos Eletrônicos Segunda reunião – 28/08/2009 Interlegis.
PCR is another in vitro DNA synthesis reaction The twist in this case is that the reaction is repeated times so that the DNA between the primers.
Desenho de primer e otimizações de PCR Éderson Kido
Uniform Resource Identifier (URI). Uniform Resource Identifiers Uniform Resource Identifiers (URI) ou Identificador de Recursos Uniforme provê um meio.
Programa de Controle da Asma e da Rinite Alergica da Bahia
Knowledge-editing using WYSIWYM Richard Power & Donia Scott ITRI University of Brighton.
Genética Molecular em Análises Clinicas
IEEE PES General Meeting, Tampa FL June 24-28, 2007 Conferência Brasileira de Qualidade de Energia Santos, São Paulo, Agosto 5-8, Chapter 3 Harmonic.
BLUE BEAUTY Photos by Astronaut Sunita Williams Photos by Astronaut Sunita Williams.
Ecological Economics Lecture 6 Tiago Domingos Assistant Professor Environment and Energy Section Department of Mechanical Engineering Doctoral Program.
Tópicos Especiais em Aprendizagem Reinaldo Bianchi Centro Universitário da FEI 2012.
Números de 0 a 1,000,000,000 É uma dúvida de muitos estudantes do nível básico como dizer os números em inglês. Segue abaixo a lista de 0 a 1,000,000,000.
Curso Gestão Estratégica de Dívida Pública para os Estados Workshop on Debt Management Strategies for Brazilian Subnationals Jorge Luís Tonetto CONFAZ/GEFIN.
Webots Pedro Pinheiro 12 de Novembro de Webots Pedro Pinheiro 12 de Novembro de 2004 Prepared by: Pedro Pinheiro.
Definição do MoC Subjacente a Aplicação Prof. Dr. César Augusto Missio Marcon Parcialmente extraído de trabalhos de Axel Jantch, Edward Lee e Alberto Sangiovanni-Vincentelli.
Universidade de Brasília Laboratório de Processamento de Sinais em Arranjos 1 Adaptive & Array Signal Processing AASP Prof. Dr.-Ing. João Paulo C. Lustosa.
Avaliação Constituição dos grupos de trabalho:
Lecture 4 Pressure distribution in fluids. Pressure and pressure gradient. Hydrostatic pressure 1.
Lecture 2 Properties of Fluids Units and Dimensions 1.
EXPERIÊNCIA DA FUNDAÇÃO PRÓ-SANGUE COM O TESTE NAT José Eduardo Levi
Quality Management (J07) Overview BR
Metodologia de Desenvolvimento de Software Hermano Moura Alexandre Vasconcelos, André Santos, Augusto Sampaio, Hermano Moura, Paulo.
Ativo Imobilizado J(10) Overview BR
Rejeição Aguda Gustavo Ferreira Médico-Residente Nefrologia HCFMUSP.
2010 New Years Trip to Argentina and Brazil Trip Sponsored by.
UNIVERSIDADE DE SÃO PAULO ESCOLA DE EDUCAÇÃO FÍSICA E ESPORTE EF na Terceira Idade I Profa. Dra. Suely dos Santos Bruno Assoni 2010 Journal of Aging and.
BLUE BEAUTY Photos by Astronaut Sunita Williams Photos by Astronaut Sunita Williams.
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa Understanding Epidemic Quorum Systems INESC-ID Lisbon/Technical.
WG 47 New frontiers of DGA interpretation Reunião Cigré D1 – 24/01/2012 Representantes do D1.01 Brasil: Adriana de Castro Passos Martins – CEMIG Jayme.
Curva de Remanso Direct Step Method.
Equação da Continuidade e Equação de Navier-Stokes
The microarray data analysis
Lei de Cotas: Looking at the Implementation of the Brazilian Employment Quota in São Paulo, Brazil Anna C. O’Kelly.
RELATÓRIO CEMEC 06 COMPARAÇÕES INTERNACIONAIS Novembro 2013.
Microprocessadores 8051 – Aula 3 Interrupção
Ambrósio et al e-POSTER Enhanced Screening for Refractive Candidates based on Corneal Tomography and Biomechanics Renato Ambrósio Jr., MD, PhD Ruiz Alonso,
Aula Teórica 18 & 19 Adimensionalização. Nº de Reynolds e Nº de Froude. Teorema dos PI’s , Diagrama de Moody, Equação de Bernoulli Generalizada e Coeficientes.
VOCÊ JÁ FALA INGLÊS FLUENTEMENTE?
Pesquisa em Vacina Anti-HIV: Questões Éticas e Regulatórias
454 Outline Complexidade… Conceito Metodologia detalhada Aplicações
Phases of Hackers. Module 1: Today’s Threat Landscape Module 2: Key Principles of Security Module 3: Understanding your enemy! Module 4: Phases of Hackers.
Terapia Anti-Retroviral em Adultos
Informática na Odontologia
Introduction to density estimation Modelação EcoLÓGICA
USING AUTOMATIC ITEM GENERATION FOR ASSESSMENT IN MEDICAL EDUCATION
Transcrição da apresentação:

Development of a platform for HIV/HCV genotyping to anti-viral drug resistance using Next Generation Sequencing - NGS technology Rodrigo de Moraes Brindeiro – UFRJ Amilcar Tanuri – UFRJ Mônica B. Arruda – UFRJ

Fazer Genotipagem do HIV usando sequenciamento de nova geração (Next Generation Sequencing – NGS) vai me deixar na moda? Mesmo achando que é caro e complexo?

Fazer Genotipagem do HIV usando sequenciamento de nova geração (Next Generation Sequencing – NGS) vai me deixar na moda? Mesmo achando que é caro e complexo? Como usar NGS para fazer uma genotipagem completa do HIV – 5 alvos; Multiplex e de baixo custo! (e ainda agregar o HCV...)

Rationale(1) New ARV drugs against HIV, in new therapeutical classes, demand new genetic targets for HIV genotyping: Integrase: Raltegravir, Elvitegravir, Dolutegravir... env gp41: Fuzeon® T20 env C2V3: Maraviroc, ... Comercial (FDA approved) Genotyping assays/kits using Sanger’s modified sequencing method do not evaluate all these genetic regions (targets) where DRMs accumulate: Just Protease (PR) and Reverse Transcriptase (RT) genes Drug resistance genotyping based on ion torrent deep sequencing can evaluate all genetic regions (targets) where DRMs accumulate, by low cost: Protease (PR) e Reverse Transcriptase (RT) (RNAseH region included), Integrase, env gp41, env C2V3 and Gag (co-evolution of PR cutting sites and late domain)

Rationale(1) New ARV drugs against HIV, in new therapeutical classes, demand new genetic targets for HIV genotyping: Integrase: Raltegravir, Elvitegravir, Dolutegravir... env gp41: Fuzeon® T20 env C2V3: Maraviroc, ... Comercial (FDA approved) Genotyping assays/kits using Sanger’s modified sequencing method do not evaluate all these genetic regions (targets) where DRMs accumulate: Just Protease (PR) and Reverse Transcriptase (RT) genes Drug resistance genotyping based on ion torrent deep sequencing can evaluate all genetic regions (targets) where DRMs accumulate, by low cost: Protease (PR) e Reverse Transcriptase (RT) (RNAseH region included), Integrase, env gp41, env C2V3 and Gag (co-evolution of PR cutting sites and late domain)

Rationale(1) New ARV drugs against HIV, in new therapeutical classes, demand new genetic targets for HIV genotyping: Integrase: Raltegravir, Elvitegravir, Dolutegravir... env gp41: Fuzeon® T20 env C2V3: Maraviroc, ... Comercial (FDA approved) Genotyping assays/kits using Sanger’s modified sequencing method do not evaluate all these genetic regions (targets) where DRMs accumulate: Just Protease (PR) and Reverse Transcriptase (RT) genes Drug resistance genotyping based on NGS sequencing can evaluate all genetic regions (targets) where DRMs accumulate, by low cost: Protease (PR) e Reverse Transcriptase (RT) (RNAseH region included), Integrase, env gp41, env C2V3

Rationale (2) DRM Genotyping: not clonal, synergy between mutations not evaluated: Syntheny between mutations  multi-resistant virus or Mutations in different subpopulations  mixture of resistant and wild type viruses. ARV-resistant subpopulations present under 10-20% of total are not considered but can further impact on the therapy efficacy. The concept of depth of coverage (nber. of times a given sequence is obtained) de sequências clonais, through ion torrent sequencing, allows the evaluation of mutation occurence in viral sub-populations and thus: Their impact on the efficacy of ARV therapy used, as well the new rescue regimen to be implemented... Minor sub-populations carrying DRMs, circulating at the threshold level of the wild-type (ARV sensitive) major population; The cell tropism of viral sub-populations (M-tropic x T-tropic, or CCR5 x CXCR4 tropic) when analyzing the env C2V3 region; for the correct implementation of Maraviroc therapeutics 2-5% sub-population detection sensitivity

Rationale (2) DRM Genotyping: not clonal, synergy between mutations not evaluated: Syntheny between mutations  multi-resistant virus or Mutations in different subpopulations  mixture of resistant and wild type viruses. ARV-resistant subpopulations present under 20% of total are not considered but can further impact on the therapy efficacy. The concept of depth of coverage (nber. of times a given sequence is obtained) de sequências clonais, through ion torrent sequencing, allows the evaluation of mutation occurence in viral sub-populations and thus: Their impact on the efficacy of ARV therapy used, as well the new rescue regimen to be implemented... Minor sub-populations carrying DRMs, circulating at the threshold level of the wild-type (ARV sensitive) major population; The cell tropism of viral sub-populations (M-tropic x T-tropic, or CCR5 x CXCR4 tropic) when analyzing the env C2V3 region; for the correct implementation of Maraviroc therapeutics 2-5% sub-population detection sensitivity

SANGER Sequencing technologies: Not clonal: blend of populations. Do not discriminate subpopulations Not sensitive to detect mutations in minor subpopulations (under 20%)

Rationale (2) DRM Genotyping: not clonal, synergy between mutations not evaluated: Syntheny between mutations  multi-resistant virus or Mutations in different subpopulations  mixture of resistant and wild type viruses. ARV-resistant subpopulations present under 20% of total are not considered but can further impact on the therapy efficacy. The concept of depth of coverage (nber. of times a given sequence is obtained) of clonal sequences, through NGS sequencing, allows the evaluation of mutation occurence in viral sub-populations and thus: Their impact on the efficacy of ARV therapy used, as well the new rescue regimen to be implemented... Minor sub-populations carrying DRMs, circulating at the threshold level of the wild-type (ARV sensitive) major population; The cell tropism of viral sub-populations (M-tropic x T-tropic, or CCR5 x CXCR4 tropic) when analyzing the env C2V3 region; for the correct implementation of Maraviroc therapeutics 5-10% sub-population detection sensitivity

Rationale(3) OTHERS: Compatible cost..  aggregate HCV (hepatitis C) Protease and Replicase; to evaluate: viral genotype impact on therapy DRMs for replicase and protease inhibitors (Ribavirine, Boceprevir, Telaprevir, ...) Um único Kit, vários alvos, dois (ou mais?) vírus...

Brief Today: Genotyping of HIV by comercial methods (Sanger): Two (only) therapeutic targets Cost to MoH: aprox. U$ 125,00 to U$ 150,00 / genotyping Genotyping HCV: No assay (in house methods, in some cases)

Brief Perspective NGS -Deep Sequencing: Genotyping HIV using NGS: ALL therapeutic targets (actual: 5-6) Cost to MoH: aprox. 1 chip (10-100Mb) multiplexed (12-20 patients/barcodes; coverage of 250x-1000x) U$ 1.000,00 to U$ 1.500,00 / rxn = U$ 70,00 to U$ 100,00 / patient.

Brief Perspective Deep Sequencing: Genotyping HCV using NGS: ALL therapeutic targets (actual: 2) Cost to MoH: aprox. same chip (100Mb) multiplexed (12 patients/barcodes; coverage of 250-1000x); OR other chip? HBV included? TB? - Aprox. 70.000 cases until 2010 Aprox. 30.000 in treatment Aprox. 40% (12.000) under treatment failure

R&D deep sequencing test for resistance genotyping in HIV: R&D: Solexa illumina MiSeq –comercial kit Roche: 454 kit, HIV PR & RT only (??) Basic Science (inhouse) R&D – Spain (plataform 454) – Roger Paredes, PhD (group of Bonaventura Clotet, PhD MD, chief of University Hospital Germans Trias i Pujol in Barcelona, Spain)

Pirossequenciamento Roche 454 – GS Junior FLX

Pirossequenciamento

Pirossequenciamento

Illumina MiSeq / HiSeq

Illumina

Illumina

Ion Torrent - ionograma Platform: Ion PGMTM < Ion ProtonTM

Ion Torrent

Comparação de tecnologias

Chips: 314 316 318

Chips: 314 316 318

314: milhões de sensores 20 Mb read/coverage Amplicons 200bp (400bp ideal next?)

Inicial... 316: 7 milhões de sensores 200 Mb de cobertura total Amplicons de 200pb (400pb ideal possível?) Amplicons HIV: 17 (3 GAG, 2 PR, 6 RT, 3 IN, 2 ENVgp41, 1 ENVgp120) ou, 11 (2 GAG, 1 PR, 4 RT, 2 IN, 1 ENVgp41, 1 ENVgp120) Amplicons HCV: 10 (4 PR, 6 Rep) ou, 6 (2 PR, 4 Rep) Total: 27 ou 17

316: Total: 27 ou 17 amplicons BIDIRECIONAL (A + B-P1 adaptors para ambos primers F e R) Capacidade: 250 amplicons com cobertura 1000-2000x, logo Capacidade de detectar até 5% de variação (cut-off aceitável) – 20 a 40 leituras de 5% por região. 27amps x 200(165)pb x 1000 cob. = 5.4Mb ou 17amps x 400(365)pb x 1000 cob = 6.8Mb 5.4Mb x 18 genos/pacientes = 97.2Mb ou 6.8Mb x 14 genos/pacientes = 95.2Mb Ion DNA Barcoding 1-16 Kit (10 sets of 16 libraries) 17-n Kit

316: Total: 27 ou 17 amplicons bottleneck: Ancoramento dos diversos primers (54 ou 34!!!) em regiões genômicas estáveis (TODAS!)... Alguma saída?

316: Total: 27 ou 17 amplicons bottleneck: Ancoramento dos diversos primers (54 ou 34!!!) em regiões genômicas estáveis (TODAS!)... Alguma saída? CONTINGÊNCIA: o PLANO B!

314: METHOD: AMPLICON X LIBRARY Preparation of 2 subgenomic amplicons of HIV (~4kb: 3kb PR-RT- INT, 1kb ENV); enzyme break and library prep (adaptor ligation) HCV: 1 amplicon (3kb PR-Replicase); enzyme break and library prep (adaptor ligation) AB Library Builder™ System Ion Xpress™ Fragment Library Kit (up to 20 reactions) Ion One Touch System PGM System

Library Builder & Ion One Touch

Long Amplicons: SuperScript III + High Fidelity Platinum Taq one step

314: Costs: Chip: aprox. U$ 800,00 All rxns: U$ 300,00 to U$ 500,00 Consumables: polymerases, RT-PCR kits, plasticware, dNTP, etc. Genotyping/patient: ~U$ 1.200/12 genos= aprox. U$ 100,00

Software Initial (raw data mining): Genotyping Reports: CLC ® Geneious ® Proprietary ion torrent ® Other? (interpretation algorythm) Genotyping Reports: New Development: Language: VbNET? Delphi? Java? Data bank: MySQL? SQL Server?

Calendar of Activities Submissões de projeto

Project Costs Plataforma Ion Torrent Kits / Chips 316;314: Fase I: PROVA de CONCEITO treinamento e 1os testes e erros: 06 chips/kits Prova de conceito (multiplex, barcode): 04 chips/kits Testes de subtipos/genótipos/variantes: 04 chips/kits Sensibilidade (LOD): 10 chips/kits Sensibilidade de detecção misturas (subpopulações): 04 chips/kits Fase II: ESTUDOS CLÍNICOS de VIABILIDADE Estudo Piloto (sítio de rede labs) 04 chips/kits Estudo Multicêntrico (3 sítios de rede) 16 chips/kits Mais: material de suporte (plasticaria, kits p/PCR)... FASE II: submissão de projeto PPP: FINEP, BNDES, FAPERJ (também na FASE I final? Prova de conceito estabelecida?) Bolsas (2) de pesquisador

Perspectives New Joint Projects: 1. VL assay for HIV/HCV using digital PCR 2. Malignant Hyperthermia (Anesthesics in surgery problem) diagnostic using SNPs on digital PCR Bottlenecks: Competition - miniaturization - point-of-care: - µfluidics + - enzymes estabilization in chip = - lab-on-chip - easy-to-use “credit card handle machines” and “iPhone” devices for mol.biology!!! Lab-on-foils, lab-on-chips.

obrigado