QTL ANALYSIS OF EMAMECTIN BENZOATE SUSCEPTIBILITY IN THE SALMON LOUSE Lepeophtheirus salmonis

Size: px
Start display at page:

Download "QTL ANALYSIS OF EMAMECTIN BENZOATE SUSCEPTIBILITY IN THE SALMON LOUSE Lepeophtheirus salmonis"

Transcription

1 QTL ANALYSIS OF EMAMECTIN BENZOATE SUSCEPTIBILITY IN THE SALMON LOUSE Lepeophtheirus salmonis Dr Greta Carmona-Antoñanzas 1 mm

2 Pest Control Globally, the control of invertebrate disease vectors, crop-infesting pests, common urban pests and parasites of livestock significantly relies on the use of pesticides. Alternative strategies to control Lepeophtheirus salmonis include: * Biological control (i.e. cleaner fish) * Selective breeding * Sea cage design (i.e. snorkel) * Vaccination etc. Under development The main groups of chemical salmon delousing agents include organophosphates, pyrethroids, avermectins, benzoylureas and disinfectants L. salmonis pesticides in Scotland hydrogen peroxide organophosphates avermectins pyrethroids Azamethiphos Azamethiphos Emamectin Increased tolerance to 1979 Benzoate (EMB) EMB Dichlorvos 1997 Cypermethrin Deltamethrin

3 Resistance to Pesticides Continued use of the same delousing agent can lead to the development of drug resistance Genetic adaptation (heritable) that allow a PEST to survive lethal doses of a PESTICIDE or CHEMOTHERAPEUTANT (DRUG) Emergence of resistance is understood as the HERITABLE decrease in a population s susceptibility to a chemical Continued drug selection Today the major emphasis in resistance research lies on unravelling the underlying molecular mechanisms, in an attempt to use this knowledge to control the development and spread of resistant populations, provide insights into new drug development. Knowledge on the mechanisms involved has not kept pace with resistance in invertebrate pests

4 Molecular Mechanisms of Resistance to EMB AVERMECTINS Gamma amino butyrate gated chloride channels (GABA Cl) Glutamate gated chloride channels (Glu Cl) Telford et al insects and nematodes Chloride receptor Major mechanisms of resistance GABA / Glutamate Chloride ion In Lepeophtheirus salmonis GABA and Glu chloride channels have been cloned (Tribble et al., 2007) P-glycoprotein (ABCB transporters) has been cloned (Heumann et al., 2012) P-glycoprotein gene expression has been investigated (Heumann et al., 2012)

5 Aim of the Project Limitations of studying candidate genes, 1. Different target genes in crustaceans 2. Detoxifying enzymes contain numerous members Our approach? QTL analysis to identify GENETIC MARKERS associated with resistance would support: Development of diagnostic tests for susceptibility assessment More specific & informative than traditional bioassays Hints for efficient pest management and control strategies Rotation between drugs Mixtures of drugs Reduce environmental impact

6 L. salmonis strains & husbandry Reciprocal crosses of laboratory maintained salmon lice families P0 PARASITE MOTILITY ATTACHMENT BEHAVIOUR Susceptible M Resistant F Resistant M Susceptible F March 2015 March 2015 * About 50% loss per generation due to mortality Gravid female F1 Copepodid: Infective stage Flamarique et al., 2016 F1 copepodid challenge

7 Toxic Response (%) Experimental Design F1 sibling crosses M F 1 May F2 lice (phenotype) 60 2 Time-to-Response Bioassay 50 IoA-00 Susceptible M 40 IoA-02 Resistant M 30 Fam C2 M 20 Fam C6 M 10 Fam C7 M Emamectin benzoate exposure time (h)

8 Genotyping ddrad alleles 846,655,574 raw reads FastQC Reads of low quality score (< 20), ambiguous barcode or RAD tags were excluded 687,240,845 filtered reads RAD-markers common RAD-markers bi-allelic loci 140,077 4,796 4,574 Total RAD-markers identified in 190 individuals Loci retrieved in 140 individuals Loci with 2 alleles only

9 Linkage Map Lep-Map2 software Linkage map parameters were LOD = 4.5 and minimum SizeLimit = 3 The map generated contained Informative SNP markers = 3,630 Linkage groups = 11 Map length = centimorgans Unique loci = 1,525 Full Family C7 P0s and F2 lice LG Number of Markers Unique loci Length (cm) Total 3,630 1,525 1, Substantial gaps in the LG01 (not shown): - Total length: cm - gaps over 50 cm

10 P-value P-value Association Analysis Surviving trait LG markers 1.E-16 1.E-15 1.E-14 1.E-13 1.E-12 1.E-11 1.E-10 1.E-09 1.E-08 1.E-07 1.E-06 1.E-05 1.E-04 1.E-03 1.E-02 1.E-01 1.E Genetic markers LG07 2 markers Bonferroni s correction Linkage group 1 Linkage group 2 Linkage group 3 Linkage group 4 Linkage group 5 Linkage group 6 Linkage group 7 Linkage group 8 Linkage group 9 Linkage group 10 Linkage group 11

11 SYBR KASP Genotyping Assays Marker ID Trait Sequences submited to LGC Genomics Total length Surviving TAAATTCTATTTAAATTAAGCAATATTGAAAAATATATATCTTTCAAATA[A/C]AAGGAATTTTAAAAACTTTATTCGTAATGGTAATATTTCAAAGTATCATT Surviving TCCCCTTTTTGATTTAAAGTCCAGTGAAACACGACAGAATTGATTTAAAA[C/A]CTACTGACCTCATTCATTTTGTTTCAGGTCTTATCCAATAGCTTCGCCTA Surviving GTTTACCTTAAAAATATGTAGAAGTGAAAACGGATTTTATAAGTTTCTAA[C/T]TTTGAGGAACTCACCCTGTAGTGAAAATAAAGAGTACGTCCTTCGATATG Surviving TATACGTGGTTTCAAGTTAATTCATCCCCCTACTCCCTTATTTTTTTATA[C/A]CTGCCACAATTATTGACACGAGATATAACTAATAACTATTATAAAAATAT Surviving GCCTTTTTTTAACATAGCGAAATTCTTTAATATTTACAACTCTAGGTGTT[A/C]GAGATGGTCCTTCTGAGAGGGAAAGAAAGACTCTTTATAGATATTTCAGC Surviving GTATGAATGAGTATTAATATGTTCTATTTGTATGGATTATTATAAAATAT[A/G]TATTAGAAGTAAACAGTCCCTGTTGATTCAGAAAAAAAGACTGGCTATAA 105 Surviving LG03 Marker HEX HEX A/A A/A A/B A/A A/B NTC A/B NTC NTC

12 Conclusions High-density genetic map available for the salmon louse Time-to-response -associated markers are located in two LGs Different genes are likely to be involved in resistance One marker associated to sex-determination was found This study provide the basis for QTL analysis in salmon louse Next Sequencing more F2 families in the analysis: Improve the quality of the genetic map Identify new markers * * LG 03 LG linkage groups 3,630 informative SNP markers Development of molecular assays includes testing these markers: In parental strains Unrelated strains Field populations Basis for unravelling resistance mechanisms: Selection of genomic regions for gene prediction

13 Acknowledgements Thank you! Institute of Aquaculture, University of Stirling Project PI: Dr Armin Sturm ddrad library construction: Dr John Taggart Bioinformatics: Dr Michaël Bekaert, MSc David Guidi Sea louse biology: Prof James Bron Sea lice husbandry (MERL): Dr William Roy, Sally Boyd University of Edinburgh Project PI: Dr Karim Gharbi, Edinburgh Genomics Dr Ross Houston, Roslin Institute

SEA LICE RESEARCH AT THE INSTITUTE OF AQUACULTURE

SEA LICE RESEARCH AT THE INSTITUTE OF AQUACULTURE SEA LICE RESEARCH AT THE INSTITUTE OF AQUACULTURE Screening and development of new treatments Experimental models to test pharmaceuticals, vaccines & immunostimulants GLP/GCP efficacy, safety, residue

More information

Link to publication:

Link to publication: Previous News SLRC 09 December: New scentific paper: Difference in skin immune responses to infection with salmon louse (Lepeophtheirus salmonis) in Atlantic salmon (Salmo salar L.) of families selected

More information

Association Mapping in Plants PLSC 731 Plant Molecular Genetics Phil McClean April, 2010

Association Mapping in Plants PLSC 731 Plant Molecular Genetics Phil McClean April, 2010 Association Mapping in Plants PLSC 731 Plant Molecular Genetics Phil McClean April, 2010 Traditional QTL approach Uses standard bi-parental mapping populations o F2 or RI These have a limited number of

More information

Attachment XIV Guidance note on the licensing of discharges of AMX (deltamethrin) at marine cage fish farms

Attachment XIV Guidance note on the licensing of discharges of AMX (deltamethrin) at marine cage fish farms Regulation and monitoring of marine cage fish farming in Scotland - a procedures manual 1 of 6 Attachment XIV Guidance note on the licensing of discharges of AMX (deltamethrin) at marine cage fish farms

More information

Marine Biotechnology and Aquaculture

Marine Biotechnology and Aquaculture Marine Biotechnology and Aquaculture The salmon aquaculture sector and new breeding technologies Ashie Norris. ERA-NET Marine biotechnology Oceans of opportunity! Seafood becoming more important in food

More information

The use of freshwater to control infestations of the sea louse Lepeophtheirus salmonis K on Atlantic salmon Salmo salar L.

The use of freshwater to control infestations of the sea louse Lepeophtheirus salmonis K on Atlantic salmon Salmo salar L. The use of freshwater to control infestations of the sea louse Lepeophtheirus salmonis K on Atlantic salmon Salmo salar L. Aims and Objectives This study has the objective of investigating a practical

More information

Genetic dissection of complex traits, crop improvement through markerassisted selection, and genomic selection

Genetic dissection of complex traits, crop improvement through markerassisted selection, and genomic selection Genetic dissection of complex traits, crop improvement through markerassisted selection, and genomic selection Awais Khan Adaptation and Abiotic Stress Genetics, Potato and sweetpotato International Potato

More information

BRINGING POWERFUL GENETIC TECHNOLOGIES WITHIN THE REACH OF EVERY COMPANY IN THE GLOBAL AQUACULTURE SUPPLY CHAIN.

BRINGING POWERFUL GENETIC TECHNOLOGIES WITHIN THE REACH OF EVERY COMPANY IN THE GLOBAL AQUACULTURE SUPPLY CHAIN. BRINGING POWERFUL GENETIC TECHNOLOGIES WITHIN THE REACH OF EVERY COMPANY IN THE GLOBAL AQUACULTURE SUPPLY CHAIN. XELECT LTD 3 XELECT LTD GENETIC SOLUTIONS FOR AQUACULTURE Aquaculture operations are beginning

More information

Sustainable aquaculture A premise for further growth of Norwegian seafood production. Kjell Emil Naas Norway Japan Marine Seminar 10 th May 2012

Sustainable aquaculture A premise for further growth of Norwegian seafood production. Kjell Emil Naas Norway Japan Marine Seminar 10 th May 2012 Sustainable aquaculture A premise for further growth of Norwegian seafood production Kjell Emil Naas Norway Japan Marine Seminar 10 th May 2012 Only one research council in Norway Roles: Research funding

More information

Selective Breeding. Maren Wellenreuther, Senior Scientist MWC Teacher professional Development 2017

Selective Breeding. Maren Wellenreuther, Senior Scientist MWC Teacher professional Development 2017 Selective Breeding Maren Wellenreuther, Senior Scientist MWC Teacher professional Development 2017 What is selective breeding? The selection of desirable traits and choosing which individuals breed in

More information

Pharmacogenetics: A SNPshot of the Future. Ani Khondkaryan Genomics, Bioinformatics, and Medicine Spring 2001

Pharmacogenetics: A SNPshot of the Future. Ani Khondkaryan Genomics, Bioinformatics, and Medicine Spring 2001 Pharmacogenetics: A SNPshot of the Future Ani Khondkaryan Genomics, Bioinformatics, and Medicine Spring 2001 1 I. What is pharmacogenetics? It is the study of how genetic variation affects drug response

More information

Application of Genotyping-By-Sequencing and Genome-Wide Association Analysis in Tetraploid Potato

Application of Genotyping-By-Sequencing and Genome-Wide Association Analysis in Tetraploid Potato Application of Genotyping-By-Sequencing and Genome-Wide Association Analysis in Tetraploid Potato Sanjeev K Sharma Cell and Molecular Sciences The 3 rd Plant Genomics Congress, London 12 th May 2015 Potato

More information

GDMS Templates Documentation GDMS Templates Release 1.0

GDMS Templates Documentation GDMS Templates Release 1.0 GDMS Templates Documentation GDMS Templates Release 1.0 1 Table of Contents 1. SSR Genotyping Template 03 2. DArT Genotyping Template... 05 3. SNP Genotyping Template.. 08 4. QTL Template.. 09 5. Map Template..

More information

High-density SNP Genotyping Analysis of Broiler Breeding Lines

High-density SNP Genotyping Analysis of Broiler Breeding Lines Animal Industry Report AS 653 ASL R2219 2007 High-density SNP Genotyping Analysis of Broiler Breeding Lines Abebe T. Hassen Jack C.M. Dekkers Susan J. Lamont Rohan L. Fernando Santiago Avendano Aviagen

More information

Control of sea lice on farmed Atlantic salmon S. salar L. with the oral treatment Emamectin benzoate (SLICE)

Control of sea lice on farmed Atlantic salmon S. salar L. with the oral treatment Emamectin benzoate (SLICE) Bull. Eur. Ass. Fish Pathol., 22(6) 2002, 375 Control of sea lice on farmed Atlantic salmon S. salar L. with the oral treatment Emamectin benzoate (SLICE) Treasurer J.W. 1 *, Wallace, C 1 and Dear, G.

More information

Developing an Integrated Pest Management approach for marine finfish aquaculture activities in B.C.

Developing an Integrated Pest Management approach for marine finfish aquaculture activities in B.C. Developing an Integrated Pest Management approach for marine finfish aquaculture activities in B.C. Aquaculture Management Advisory Committee March 15 2016 1 Introduction Long-term integrated strategies

More information

Genomic Approaches to Selective Breeding for Disease Resistance in Pacific Oysters (Crassostrea Gigas)

Genomic Approaches to Selective Breeding for Disease Resistance in Pacific Oysters (Crassostrea Gigas) Genomic Approaches to Selective Breeding for Disease Resistance in Pacific Oysters (Crassostrea Gigas) Alejandro Gutierrez 1, Oswald Matika 1, Chantelle Hooper 2, Craig Stenton 2, Matthew Sanders 2, Richard

More information

QTL mapping in domesticated and natural fish populations

QTL mapping in domesticated and natural fish populations QTL mapping in domesticated and natural fish populations A. TRIANTAFYLLIDIS & A. VASEMÄGI Quantitative trait locus QTL Trait with measurable phenotypic variation influenced by multiple polymorphic genes

More information

RADSeq Data Analysis. Through STACKS on Galaxy. Yvan Le Bras Anthony Bretaudeau Cyril Monjeaud Gildas Le Corguillé

RADSeq Data Analysis. Through STACKS on Galaxy. Yvan Le Bras Anthony Bretaudeau Cyril Monjeaud Gildas Le Corguillé RADSeq Data Analysis Through STACKS on Galaxy Yvan Le Bras Anthony Bretaudeau Cyril Monjeaud Gildas Le Corguillé RAD sequencing: next-generation tools for an old problem INTRODUCTION source: Karim Gharbi

More information

J.P. Gibson The Institute for Genetics and Bioinformatics University of New England Australia

J.P. Gibson The Institute for Genetics and Bioinformatics University of New England Australia APPLICATION OF MOLECULAR GENETIC TECHNOLOGIES FOR GENETIC IMPROVEMENT OF RUMINANTS J.P. Gibson The Institute for Genetics and Bioinformatics University of New England Australia Some applications of genomic

More information

Fish Feedlot Impacts from Toxic Chemicals, Pollution and Escaped Invasive Fish

Fish Feedlot Impacts from Toxic Chemicals, Pollution and Escaped Invasive Fish Exhibit C Fish Feedlot Impacts from Toxic Chemicals, Pollution and Escaped Invasive Fish Toxic Chemicals and Pollution Since a typical British Columbia salmon feedlot is holding from a half million to

More information

Genes, Mendel and Meiosis

Genes, Mendel and Meiosis Genes, Mendel and Meiosis Why are Genetics Important? Key to plants being able to survive (evolve) changes in environment is genetic variation. Plant breeders use this genetic variation to breed new cultivars.

More information

Human linkage analysis. fundamental concepts

Human linkage analysis. fundamental concepts Human linkage analysis fundamental concepts Genes and chromosomes Alelles of genes located on different chromosomes show independent assortment (Mendel s 2nd law) For 2 genes: 4 gamete classes with equal

More information

Human linkage analysis. fundamental concepts

Human linkage analysis. fundamental concepts Human linkage analysis fundamental concepts Genes and chromosomes Alelles of genes located on different chromosomes show independent assortment (Mendel s 2nd law) For 2 genes: 4 gamete classes with equal

More information

B) You can conclude that A 1 is identical by descent. Notice that A2 had to come from the father (and therefore, A1 is maternal in both cases).

B) You can conclude that A 1 is identical by descent. Notice that A2 had to come from the father (and therefore, A1 is maternal in both cases). Homework questions. Please provide your answers on a separate sheet. Examine the following pedigree. A 1,2 B 1,2 A 1,3 B 1,3 A 1,2 B 1,2 A 1,2 B 1,3 1. (1 point) The A 1 alleles in the two brothers are

More information

Marker types. Potato Association of America Frederiction August 9, Allen Van Deynze

Marker types. Potato Association of America Frederiction August 9, Allen Van Deynze Marker types Potato Association of America Frederiction August 9, 2009 Allen Van Deynze Use of DNA Markers in Breeding Germplasm Analysis Fingerprinting of germplasm Arrangement of diversity (clustering,

More information

Exome Sequencing Exome sequencing is a technique that is used to examine all of the protein-coding regions of the genome.

Exome Sequencing Exome sequencing is a technique that is used to examine all of the protein-coding regions of the genome. Glossary of Terms Genetics is a term that refers to the study of genes and their role in inheritance the way certain traits are passed down from one generation to another. Genomics is the study of all

More information

Sea Lice Management in New Brunswick Prepared by Atlantic Canada Fish Farmers Association

Sea Lice Management in New Brunswick Prepared by Atlantic Canada Fish Farmers Association Sea Lice Management in New Brunswick Prepared by Atlantic Canada Fish Farmers Association October 2012 The following is an update to New Brunswick Sea Lice Management Report issued by the ACFFA in September

More information

The SLICE Sustainability Project

The SLICE Sustainability Project The SLICE Sustainability Project Introducing (parasiticide) The SLICE Sustainability Project is a global initiative by the Aquatic Animal Health business of MSD Animal Health, the world s leading animal

More information

2015 New Brunswick Annual Sea Lice Management Report Prepared by the Atlantic Canada Fish Farmers Association (ACFFA)

2015 New Brunswick Annual Sea Lice Management Report Prepared by the Atlantic Canada Fish Farmers Association (ACFFA) 2015 New Brunswick Annual Sea Lice Management Report Prepared by the Atlantic Canada Fish Farmers Association (ACFFA) This report is an update to previous reports issued in 2011, 2012, 2013 and 2014. Data

More information

Yniv Palti USDA-ARS National Center for Cool and Cold Water Aquaculture, Leetown, WV, USA

Yniv Palti USDA-ARS National Center for Cool and Cold Water Aquaculture, Leetown, WV, USA Lessons from the application of genomic selection to salmonids aquaculture Yniv Palti USDA-ARS National Center for Cool and Cold Water Aquaculture, Leetown, WV, USA Some Historic Perspective 1976 - Soller

More information

Sea Lice Research Centre Annual Report 2011

Sea Lice Research Centre Annual Report 2011 Sea Lice Research Centre Annual Report 2011 A centre for research innovation where the partners are: Havforskningsinstituttet, Norges Veterinærhøgskole, Uni Research AS, Universitetet i Bergen, Lerøy Seafood

More information

New Brunswick, Canada

New Brunswick, Canada New Brunswick, Canada Sea Lice Integrated Pest Management Multi-National Sea Lice R & D Meeting Bergen, Norway February 10 & 11, 2010 Presentation Overview Background on New Brunswick Situation Development

More information

Introduction to the course

Introduction to the course 8/19/08 Introduction to the course FISH/CMBL 7660 Molecular Genetics and Biotechnology Instructor: John Liu Tel. 334-844-8727 Zliu@acesag.auburn.eduauburn edu Why Molecular Genetics Capability to across

More information

Breeding and reproduction in livestock systems in 2030 and beyond: How will science bring us there?

Breeding and reproduction in livestock systems in 2030 and beyond: How will science bring us there? Breeding and reproduction in livestock systems in 2030 and beyond: How will science bring us there? The salmon aquaculture sector and new breeding technologies Ashie Norris. EAAP Belfast 2016 Oceans of

More information

Association studies (Linkage disequilibrium)

Association studies (Linkage disequilibrium) Positional cloning: statistical approaches to gene mapping, i.e. locating genes on the genome Linkage analysis Association studies (Linkage disequilibrium) Linkage analysis Uses a genetic marker map (a

More information

MAS refers to the use of DNA markers that are tightly-linked to target loci as a substitute for or to assist phenotypic screening.

MAS refers to the use of DNA markers that are tightly-linked to target loci as a substitute for or to assist phenotypic screening. Marker assisted selection in rice Introduction The development of DNA (or molecular) markers has irreversibly changed the disciplines of plant genetics and plant breeding. While there are several applications

More information

STANDER, l.r., Betaseed, Inc. P.O. Box 859, Kimberly, ID The relationship between biotechnology and classical plant breeding.

STANDER, l.r., Betaseed, Inc. P.O. Box 859, Kimberly, ID The relationship between biotechnology and classical plant breeding. STANDER, l.r., Betaseed, Inc. P.O. Box 859, Kimberly, ID 83341. The relationship between biotechnology and classical plant breeding. Plant breeders have been relatively successful over the years. Duvick

More information

A brief introduction to Marker-Assisted Breeding. a BASF Plant Science Company

A brief introduction to Marker-Assisted Breeding. a BASF Plant Science Company A brief introduction to Marker-Assisted Breeding a BASF Plant Science Company Gene Expression DNA is stored in chromosomes within the nucleus of each cell RNA Cell Chromosome Gene Isoleucin Proline Valine

More information

Course Competencies Template Form 112

Course Competencies Template Form 112 Course Competencies Template Form 112 GENERAL INFORMATION Course Prefix/Number: PCB-2061 Number of Credits: 3 Degree Type Date Submitted: New Course Competency Course Title: Genetics B.A. B.S. B.A.S A.A.

More information

HCS806 Summer 2010 Methods in Plant Biology: Breeding with Molecular Markers

HCS806 Summer 2010 Methods in Plant Biology: Breeding with Molecular Markers HCS806 Summer 2010 Methods in Plant Biology: Breeding with Molecular Markers Lecture 7. Populations The foundation of any crop improvement program is built on populations. This session will explore population

More information

SolCAP. Executive Commitee : David Douches Walter De Jong Robin Buell David Francis Alexandra Stone Lukas Mueller AllenVan Deynze

SolCAP. Executive Commitee : David Douches Walter De Jong Robin Buell David Francis Alexandra Stone Lukas Mueller AllenVan Deynze SolCAP Solanaceae Coordinated Agricultural Project Supported by the National Research Initiative Plant Genome Program of USDA CSREES for the Improvement of Potato and Tomato Executive Commitee : David

More information

Introducing The SLICE Sustainability Project (parasiticide)

Introducing The SLICE Sustainability Project (parasiticide) The SLICE Sustainability Project Introducing (parasiticide) The SLICE Sustainability Project is a global initiative by the Aquatic Animal Health business of Intervet/Schering-Plough Animal Health, the

More information

Lecture 12. Genomics. Mapping. Definition Species sequencing ESTs. Why? Types of mapping Markers p & Types

Lecture 12. Genomics. Mapping. Definition Species sequencing ESTs. Why? Types of mapping Markers p & Types Lecture 12 Reading Lecture 12: p. 335-338, 346-353 Lecture 13: p. 358-371 Genomics Definition Species sequencing ESTs Mapping Why? Types of mapping Markers p.335-338 & 346-353 Types 222 omics Interpreting

More information

Gene Mapping in Natural Plant Populations Guilt by Association

Gene Mapping in Natural Plant Populations Guilt by Association Gene Mapping in Natural Plant Populations Guilt by Association Leif Skøt What is linkage disequilibrium? 12 Natural populations as a tool for gene mapping 13 Conclusion 15 POPULATIONS GUILT BY ASSOCIATION

More information

Adaptive genetic variation within and among populations. Kathleen O Malley Associate Professor, OSU 2017 Annual Meeting Genetics Workshop

Adaptive genetic variation within and among populations. Kathleen O Malley Associate Professor, OSU 2017 Annual Meeting Genetics Workshop Adaptive genetic variation within and among populations Kathleen O Malley Associate Professor, OSU 2017 Annual Meeting Genetics Workshop Structure i. Concept Genetic diversity - neutral and adaptive ii.

More information

RECOLAD. Introduction to the «atelier 1» Genetic approaches to improve adaptation to climate change in livestock

RECOLAD. Introduction to the «atelier 1» Genetic approaches to improve adaptation to climate change in livestock RECOLAD. Introduction to the «atelier 1» Genetic approaches to improve adaptation to climate change in livestock Ahmed El Beltagy (ahmed_elbeltagi@yahoo.com and D. Laloë (denis.laloe@jouy.inra.fr) Introduction

More information

Module 1 Principles of plant breeding

Module 1 Principles of plant breeding Covered topics, Distance Learning course Plant Breeding M1-M5 V2.0 Dr. Jan-Kees Goud, Wageningen University & Research The five main modules consist of the following content: Module 1 Principles of plant

More information

Funded by the Overseas Development Administration (ODA)

Funded by the Overseas Development Administration (ODA) Centre for Arid Zones Studies, University of Wales, UK Cambridge Laboratory, Norwich, UK ICRISAT, India Funded by the Overseas Development Administration (ODA) Early papers on QTL mapping Staple food crop

More information

Creation of sheep divergent lines for gastro-intestinal parasitism resistance based on genomic information C.R Moreno (INRA, Toulouse, France)

Creation of sheep divergent lines for gastro-intestinal parasitism resistance based on genomic information C.R Moreno (INRA, Toulouse, France) Creation of sheep divergent lines for gastro-intestinal parasitism resistance based on genomic information C.R Moreno (INRA, Toulouse, France) Context Gastro-Intestinal Nematode (GIN) infection is the

More information

Adaptive Trait Evolution: Pesticide Resistance

Adaptive Trait Evolution: Pesticide Resistance Lygus Doug Lygus hesperus Tetranychus lauraticae Franklinella zalomcidentalis Adaptive Trait Evolution: Pesticide Resistance DOUGLAS WALSH, LAURA LAVINE, FRANK ZALOM USDA PMAP, WA ALFALFA SEED COMMISSION,

More information

Customer case study. Hy-Line Internatio nal

Customer case study. Hy-Line Internatio nal Today s laying hens are each capable of producing over 300 eggs per year. The world s human population is growing rapidly and the high-quality protein and nutrient-rich egg is an inexpensive and transportable

More information

Association mapping of Sclerotinia stalk rot resistance in domesticated sunflower plant introductions

Association mapping of Sclerotinia stalk rot resistance in domesticated sunflower plant introductions Association mapping of Sclerotinia stalk rot resistance in domesticated sunflower plant introductions Zahirul Talukder 1, Brent Hulke 2, Lili Qi 2, and Thomas Gulya 2 1 Department of Plant Sciences, NDSU

More information

Course Syllabus for FISH/CMBL 7660 Fall 2008

Course Syllabus for FISH/CMBL 7660 Fall 2008 Course Syllabus for FISH/CMBL 7660 Fall 2008 Course title: Molecular Genetics and Biotechnology Course number: FISH 7660/CMBL7660 Instructor: Dr. John Liu Room: 303 Swingle Hall Lecture: 8:00-9:15 a.m.

More information

Biology, Sustainability and Interdependence

Biology, Sustainability and Interdependence Unit Description Biology, Sustainability and Interdependence Content 1 Food supply, plant growth and productivity (a) Food supply. (i) Food security and sustainable food production. Food security is the

More information

GENETICS - CLUTCH CH.20 QUANTITATIVE GENETICS.

GENETICS - CLUTCH CH.20 QUANTITATIVE GENETICS. !! www.clutchprep.com CONCEPT: MATHMATICAL MEASRUMENTS Common statistical measurements are used in genetics to phenotypes The mean is an average of values - A population is all individuals within the group

More information

Study Guide for Sea lice and Salmon Aquaculture by T.P. Adams

Study Guide for Sea lice and Salmon Aquaculture by T.P. Adams Study Guide for Sea lice and Salmon Aquaculture by T.P. Adams Paul Tett (SAMS) August 27, 2018 Abstract This document provides the study guide for unit 8 in a Masters-level course in Planning and Managing

More information

Mapping and Mapping Populations

Mapping and Mapping Populations Mapping and Mapping Populations Types of mapping populations F 2 o Two F 1 individuals are intermated Backcross o Cross of a recurrent parent to a F 1 Recombinant Inbred Lines (RILs; F 2 -derived lines)

More information

Genomic Selection in Breeding Programs BIOL 509 November 26, 2013

Genomic Selection in Breeding Programs BIOL 509 November 26, 2013 Genomic Selection in Breeding Programs BIOL 509 November 26, 2013 Omnia Ibrahim omniyagamal@yahoo.com 1 Outline 1- Definitions 2- Traditional breeding 3- Genomic selection (as tool of molecular breeding)

More information

2016 New Brunswick Annual Sea Lice Management Report Prepared by the Atlantic Canada Fish Farmers Association (ACFFA)

2016 New Brunswick Annual Sea Lice Management Report Prepared by the Atlantic Canada Fish Farmers Association (ACFFA) 2016 New Brunswick Annual Sea Lice Management Report Prepared by the Atlantic Canada Fish Farmers Association (ACFFA) Data for this report is generated from the Fish-iTrends Decision Support System. Fish-iTrends

More information

Edinburgh Research Explorer

Edinburgh Research Explorer Edinburgh Research Explorer Linkage maps of the Atlantic salmon (Salmo salar) genome derived from RAD sequencing Citation for published version: Gonen, S, Lowe, NR, Cezard, T, Gharbi, K, Bishop, SC & Houston,

More information

I.1 The Principle: Identification and Application of Molecular Markers

I.1 The Principle: Identification and Application of Molecular Markers I.1 The Principle: Identification and Application of Molecular Markers P. Langridge and K. Chalmers 1 1 Introduction Plant breeding is based around the identification and utilisation of genetic variation.

More information

Utilization of Genomic Information to Accelerate Soybean Breeding and Product Development through Marker Assisted Selection

Utilization of Genomic Information to Accelerate Soybean Breeding and Product Development through Marker Assisted Selection Utilization of Genomic Information to Accelerate Soybean Breeding and Product Development through Marker Assisted Selection Presented by: Ruth Wagner August 5, 2014 SOY2014 Rico Caldo,Vergel Concibido,

More information

Physical Mapping and the Genome Assembly of Sheep

Physical Mapping and the Genome Assembly of Sheep International Sheep Genomics Consortium www.sheephapmap.org Physical Mapping and the Genome Assembly of Sheep Noelle Cockett 1, Chunhua Wu 1, Jill Maddox 2, Thomas Faraut 3, Bertrand Servin 3, and the

More information

Gene Tagging with Random Amplified Polymorphic DNA (RAPD) Markers for Molecular Breeding in Plants

Gene Tagging with Random Amplified Polymorphic DNA (RAPD) Markers for Molecular Breeding in Plants Critical Reviews in Plant Sciences, 20(3):251 275 (2001) Gene Tagging with Random Amplified Polymorphic DNA (RAPD) Markers for Molecular Breeding in Plants S. A. Ranade, * Nuzhat Farooqui, Esha Bhattacharya,

More information

Statistical Methods for Quantitative Trait Loci (QTL) Mapping

Statistical Methods for Quantitative Trait Loci (QTL) Mapping Statistical Methods for Quantitative Trait Loci (QTL) Mapping Lectures 4 Oct 10, 011 CSE 57 Computational Biology, Fall 011 Instructor: Su-In Lee TA: Christopher Miles Monday & Wednesday 1:00-1:0 Johnson

More information

Association Mapping. Mendelian versus Complex Phenotypes. How to Perform an Association Study. Why Association Studies (Can) Work

Association Mapping. Mendelian versus Complex Phenotypes. How to Perform an Association Study. Why Association Studies (Can) Work Genome 371, 1 March 2010, Lecture 13 Association Mapping Mendelian versus Complex Phenotypes How to Perform an Association Study Why Association Studies (Can) Work Introduction to LOD score analysis Common

More information

Application of MAS in French dairy cattle. Guillaume F., Fritz S., Boichard D., Druet T.

Application of MAS in French dairy cattle. Guillaume F., Fritz S., Boichard D., Druet T. Application of MAS in French dairy cattle Guillaume F., Fritz S., Boichard D., Druet T. Considerations about dairy cattle Most traits of interest are sex linked Generation interval are long Recent emphasis

More information

A major gene for leaf cadmium. (Zea mays L.)

A major gene for leaf cadmium. (Zea mays L.) A major gene for leaf cadmium accumulation in maize (Zea mays L.) Roberta Soric, University of Osijek, Glas Slavonije d.d, d Croatia Zdenko Loncaric, Vlado Kovacevic, University of Osijek, Croatia Ivan

More information

Gene Environment Interaction Analysis. Methods in Bioinformatics and Computational Biology. edited by. Sumiko Anno

Gene Environment Interaction Analysis. Methods in Bioinformatics and Computational Biology. edited by. Sumiko Anno Gene Environment Interaction Analysis Methods in Bioinformatics and Computational Biology edited by Sumiko Anno Gene Environment Interaction Analysis Gene Environment Interaction Analysis Methods in

More information

Applying next-generation sequencing to enable marker-assisted breeding for adaptive traits in a homegrown haricot bean (Phaseolus vulgaris L.

Applying next-generation sequencing to enable marker-assisted breeding for adaptive traits in a homegrown haricot bean (Phaseolus vulgaris L. Applying next-generation sequencing to enable marker-assisted breeding for adaptive traits in a homegrown haricot bean (Phaseolus vulgaris L.) Andrew Tock Prof Eric Holub & Dr Guy Barker University of

More information

Lecture 2: Height in Plants, Animals, and Humans. Michael Gore lecture notes Tucson Winter Institute version 18 Jan 2013

Lecture 2: Height in Plants, Animals, and Humans. Michael Gore lecture notes Tucson Winter Institute version 18 Jan 2013 Lecture 2: Height in Plants, Animals, and Humans Michael Gore lecture notes Tucson Winter Institute version 18 Jan 2013 Is height a polygenic trait? http://en.wikipedia.org/wiki/gregor_mendel Case Study

More information

Chapter 3: Evolutionary genetics of natural populations

Chapter 3: Evolutionary genetics of natural populations Chapter 3: Evolutionary genetics of natural populations What is Evolution? Change in the frequency of an allele within a population Evolution acts on DIVERSITY to cause adaptive change Ex. Light vs. Dark

More information

ABSTRACT : 162 IQUIRA E & BELZILE F*

ABSTRACT : 162 IQUIRA E & BELZILE F* ABSTRACT : 162 CHARACTERIZATION OF SOYBEAN ACCESSIONS FOR SCLEROTINIA STEM ROT RESISTANCE AND ASSOCIATION MAPPING OF QTLS USING A GENOTYPING BY SEQUENCING (GBS) APPROACH IQUIRA E & BELZILE F* Département

More information

AlphaSim software for

AlphaSim software for AlphaSim software for simulating plant and animal breeding programs www.alphagenes.roslin.ed.ac.uk Serap Gonen*, Mara Battagin, Diarmaid de Burca, Chris Gaynor, Janez Jenko, David L Wilson, Anne- Michelle

More information

Lecture 1 Introduction to Modern Plant Breeding. Bruce Walsh lecture notes Tucson Winter Institute 7-9 Jan 2013

Lecture 1 Introduction to Modern Plant Breeding. Bruce Walsh lecture notes Tucson Winter Institute 7-9 Jan 2013 Lecture 1 Introduction to Modern Plant Breeding Bruce Walsh lecture notes Tucson Winter Institute 7-9 Jan 2013 1 Importance of Plant breeding Plant breeding is the most important technology developed by

More information

Authors: Vivek Sharma and Ram Kunwar

Authors: Vivek Sharma and Ram Kunwar Molecular markers types and applications A genetic marker is a gene or known DNA sequence on a chromosome that can be used to identify individuals or species. Why we need Molecular Markers There will be

More information

Why do we need statistics to study genetics and evolution?

Why do we need statistics to study genetics and evolution? Why do we need statistics to study genetics and evolution? 1. Mapping traits to the genome [Linkage maps (incl. QTLs), LOD] 2. Quantifying genetic basis of complex traits [Concordance, heritability] 3.

More information

Computational Workflows for Genome-Wide Association Study: I

Computational Workflows for Genome-Wide Association Study: I Computational Workflows for Genome-Wide Association Study: I Department of Computer Science Brown University, Providence sorin@cs.brown.edu October 16, 2014 Outline 1 Outline 2 3 Monogenic Mendelian Diseases

More information

2017 New Brunswick Annual Sea Lice Management Report Prepared by the Atlantic Canada Fish Farmers Association (ACFFA)

2017 New Brunswick Annual Sea Lice Management Report Prepared by the Atlantic Canada Fish Farmers Association (ACFFA) 2017 New Brunswick Annual Sea Lice Management Report Prepared by the Atlantic Canada Fish Farmers Association (ACFFA) Data for this report is generated from the Fish-iTrends Decision Support System. Fish-iTrends

More information

SNPs - GWAS - eqtls. Sebastian Schmeier

SNPs - GWAS - eqtls. Sebastian Schmeier SNPs - GWAS - eqtls s.schmeier@gmail.com http://sschmeier.github.io/bioinf-workshop/ 17.08.2015 Overview Single nucleotide polymorphism (refresh) SNPs effect on genes (refresh) Genome-wide association

More information

Psych 3102 Introduction to Behavior genetics. Lecture 13 Identifying genes for behavioral traits

Psych 3102 Introduction to Behavior genetics. Lecture 13 Identifying genes for behavioral traits Psych 3102 Introduction to Behavior genetics Lecture 13 Identifying genes for behavioral traits - towards behavioral genomics QUANTITATIVE GENETICS biometrical methods natural genetic variation complex

More information

Applicazioni biotecnologiche

Applicazioni biotecnologiche Applicazioni biotecnologiche Analisi forense Sintesi di proteine ricombinanti Restriction Fragment Length Polymorphism (RFLP) Polymorphism (more fully genetic polymorphism) refers to the simultaneous occurrence

More information

Trudy F C Mackay, Department of Genetics, North Carolina State University, Raleigh NC , USA.

Trudy F C Mackay, Department of Genetics, North Carolina State University, Raleigh NC , USA. Question & Answer Q&A: Genetic analysis of quantitative traits Trudy FC Mackay What are quantitative traits? Quantitative, or complex, traits are traits for which phenotypic variation is continuously distributed

More information

SUBMISSION FROM INSTITUTE OF AQUACULUTRE, UNIVERSITY OF STIRLING

SUBMISSION FROM INSTITUTE OF AQUACULUTRE, UNIVERSITY OF STIRLING RURAL ECONOMY AND CONNECTIVITY COMMITTEE SALMON FARMING IN SCOTLAND SUBMISSION FROM INSTITUTE OF AQUACULUTRE, UNIVERSITY OF STIRLING The Institute of Aquaculture is a world renowned institute, ranked top

More information

Understanding genetic association studies. Peter Kamerman

Understanding genetic association studies. Peter Kamerman Understanding genetic association studies Peter Kamerman Outline CONCEPTS UNDERLYING GENETIC ASSOCIATION STUDIES Genetic concepts: - Underlying principals - Genetic variants - Linkage disequilibrium -

More information

Genomic management of inbreeding in breeding schemes

Genomic management of inbreeding in breeding schemes Genomic management of inbreeding in breeding schemes Theo Meuwissen, Anna Sonesson, John Woolliams Norwegian University of Life Sciences, Ås, Norway. NOFIMA, Ås, Norway Roslin Institute, Edinburgh, UK

More information

This is DUE: Tuesday, March 1, 2011 Come prepared to share your findings with your group.

This is DUE: Tuesday, March 1, 2011 Come prepared to share your findings with your group. Biology 160 NAME: Reading Guide 12: Population Dynamics, Humans, Part II This is DUE: Tuesday, March 1, 2011 Come prepared to share your findings with your group. *As before, please turn in only the Critical

More information

GBS Usage Cases: Non-model Organisms. Katie E. Hyma, PhD Bioinformatics Core Institute for Genomic Diversity Cornell University

GBS Usage Cases: Non-model Organisms. Katie E. Hyma, PhD Bioinformatics Core Institute for Genomic Diversity Cornell University GBS Usage Cases: Non-model Organisms Katie E. Hyma, PhD Bioinformatics Core Institute for Genomic Diversity Cornell University Q: How many SNPs will I get? A: 42. What question do you really want to ask?

More information

Could modern methods of genetics improve the disease resistance in farm animals?

Could modern methods of genetics improve the disease resistance in farm animals? Could modern methods of genetics improve the disease resistance in farm animals? (introductory lecture) A. Kuznetsov Content Innate immune response Adaptive immune response Breeding programs Transgenesis

More information

Experimental Design and Sample Size Requirement for QTL Mapping

Experimental Design and Sample Size Requirement for QTL Mapping Experimental Design and Sample Size Requirement for QTL Mapping Zhao-Bang Zeng Bioinformatics Research Center Departments of Statistics and Genetics North Carolina State University zeng@stat.ncsu.edu 1

More information

7.03 Final Exam. TA: Alex Bagley Alice Chi Dave Harris Max Juchheim Doug Mills Rishi Puram Bethany Redding Nate Young

7.03 Final Exam. TA: Alex Bagley Alice Chi Dave Harris Max Juchheim Doug Mills Rishi Puram Bethany Redding Nate Young 7.03 Final Exam Name: TA: Alex Bagley Alice Chi Dave Harris Max Juchheim Doug Mills Rishi Puram Bethany Redding Nate Young Section time: There are 13 pages including this cover page Please write your name

More information

Evolution of Populations (Ch. 17)

Evolution of Populations (Ch. 17) Evolution of Populations (Ch. 17) Doonesbury - Sunday February 8, 2004 Beak depth of Beak depth Where does Variation come from? Mutation Wet year random changes to DNA errors in gamete production Dry year

More information

SCSC, GENE, MEPS and BIOT 654: Analysis of Complex Genomes (Lec) Spring 2018

SCSC, GENE, MEPS and BIOT 654: Analysis of Complex Genomes (Lec) Spring 2018 SCSC, GENE, MEPS and BIOT 654: Analysis of Complex Genomes (Lec) 1. Instructor: Spring 2018 Name: Professor Dr. Hongbin Zhang E-mail: hbz7049@tamu.edu Office: 427A Heep Center Office Phone: 862-2244 Office

More information

Customer Case Study: University of Bristol Wheat Genomics

Customer Case Study: University of Bristol Wheat Genomics Customer Case Study: University of Bristol Wheat Genomics Why wheat? Wheat is one of the three most important crops for human and livestock feed, and with food supply an increasing global concern, the

More information

Midterm#1 comments#2. Overview- chapter 6. Crossing-over

Midterm#1 comments#2. Overview- chapter 6. Crossing-over Midterm#1 comments#2 So far, ~ 50 % of exams graded, wide range of results: 5 perfect scores (200 pts) Lowest score so far, 25 pts Partial credit is given if you get part of the answer right Tests will

More information

THE STUDY OF GENETICS is extremely

THE STUDY OF GENETICS is extremely Exploring Animal Genetics and Probability THE STUDY OF GENETICS is extremely valuable to several areas of science. From medical to agricultural applications, the development of new techniques in studying

More information

PART 2E RISK ASSESSMENT OF ACTIVITIES INVOLVING GENETICALLY MODIFIED ANIMALS

PART 2E RISK ASSESSMENT OF ACTIVITIES INVOLVING GENETICALLY MODIFIED ANIMALS PART 2E RISK ASSESSMENT OF ACTIVITIES INVOLVING GENETICALLY MODIFIED ANIMALS Introduction 1. This Part provides guidance on the risk assessment of activities involving genetically modified (GM) animals.

More information

An introduction to genetics and molecular biology

An introduction to genetics and molecular biology An introduction to genetics and molecular biology Cavan Reilly September 5, 2017 Table of contents Introduction to biology Some molecular biology Gene expression Mendelian genetics Some more molecular

More information

GENOTYPING-BY-SEQUENCING USING CUSTOM ION AMPLISEQ TECHNOLOGY AS A TOOL FOR GENOMIC SELECTION IN ATLANTIC SALMON

GENOTYPING-BY-SEQUENCING USING CUSTOM ION AMPLISEQ TECHNOLOGY AS A TOOL FOR GENOMIC SELECTION IN ATLANTIC SALMON GENOTYPING-BY-SEQUENCING USING CUSTOM ION AMPLISEQ TECHNOLOGY AS A TOOL FOR GENOMIC SELECTION IN ATLANTIC SALMON Matthew Baranski, Casey Jowdy, Hooman Moghadam, Ashie Norris, Håvard Bakke, Anna Sonesson,

More information