HLA-DRB1* FREQUENCIES IN LOMBARDY AND TRENTINO VALLEYS DEFINED BY HIGH RESOLUTION TYPING METHODS

Size: px
Start display at page:

Download "HLA-DRB1* FREQUENCIES IN LOMBARDY AND TRENTINO VALLEYS DEFINED BY HIGH RESOLUTION TYPING METHODS"

Transcription

1 HLA-DRB1* FREQUENCIES IN LOMBARDY AND TRENTINO VALLEYS DEFINED BY HIGH RESOLUTION TYPING METHODS ATTILIO FABIO CRISTALLO 1, NADIA CESCHINI 1, PAOLO GOTTARDI 1, GIULIANA LANDO 2, UMBERTO ROSSI 2, GIAMBATTISTA BERTANI 2, SALVATORE CASSANO 3, GREGORIO SANTORI 4, FEDERICO BAROCCI 4, SERGIO BAROCCI 4 1 Transfusion Medicine and Immunohematology Unit, HLA Laboratory, Santa Chiara Hospital, APSS Trento 2 Transfusion Medicine and Immunohematology Unit, HLA Laboratory, Niguarda Ca Granda Hospital, Milano 3 Biochemistry and Molecular Biology Laboratory, Niguarda Ca Granda Hospital, Milano 4 Department of Surgery and Immunology Unit, San Martino Hospital and University of Genova Abstract Population data on the HLA system are important to several areas of medicine and science. HLA-DRB1* allele frequencies found in 105 and 242 unrelated Italian healthy individuals from Lombardy and Trentino Valleys (from Alto Garda, Val di Ledro, Valli Giudicarie, Val Rendena, Val di Sole, Val di Non, Trento, Val di Fiemme, Val di Fassa, Valsugana, Vallagarina) were estimated, respectively. Sequencing Protrans S4 commercial kit and sequence-specific primers designed to match single alleles were used for specific primer polymerase chain reactions (PCR-SSP) to determine HLA-DRB1* alleles. A total of 30 DRB1* and 37 DRB1* alleles were identified at the 4-digit level in the Lombardy (LRP) and Trentino Valleys population (TrVP) respectively. A comparison between the allelic frequencies of DRB1* locus of the two populations shows that most of these frequencies are shared. One exception is the frequency of DRB1*11:04 allele in the TrVP characterized by a statistically significant lower frequency (3.09% vs. 14.3%, p < ) than the LRP. Our data demonstrate that two populations are not genetically different for the DRB1* locus. The present findings as well as being useful for elucidating the genetic background of the populations, can also provide data for HLA matching in clinical transplantation, information about the distribution of HLA genotypes in different populations for the development of peptide-based vaccines and also for paternity diagnosis and evolutionary factors such as genetic drift, migration and selection. Keywords: HLA 4-digit level, DRB1* allele frequencies, Italian populations of Lombardy and Trentino Valleys Introduction The human major histocompatibility complex (MHC) also called human leucocyte antigen (HLA) is located at chromosome 6p HLA is the most gene-dense region and it plays an important role in the generation of immune response. According to the IMGT (the international ImMunoGene Tics information project - July 2011)/HLA database, a total of 975 HLA-DRB1* alleles, have been identified. The extreme polymorphism of the human leucocyte antigen (HLA) system has been validated as useful tool for distinguishing the origin and the genetic diversity within different ethnic groups but also widely recognized as highly informative in many research studies in different clinical fields since the 1st International HLA Workshop and in all the subsequent International Workshops. Generally, HLA gene frequencies correlate with geographically related populations. In any case, the existence or absence of gene flow among neighbouring ethnic groups may be assessed with the study of HLA allele frequencies and the corresponding distances and haplotypes. As for Italy, there are many reports using Italian populations on HLA class I and class II antigen distribution, due to their frequent involvement in several autoimmune diseases. However, the majority of these studies refer to HLA- B* and DRB1* alleles detected by PCR-SSP low resolution, whereas only a few, which are restricted to certain Italian provinces and/or Italian regions, have so far been available for the analysis of the molecular diversity of HLA class I and class II alleles by high resolution typing DNA methods. Recently, implementation of these techniques has allowed a significantly wider spectrum of variation to be detected including rare alleles and particular haplotypes and has made HLA comparisons a more discriminative tool to further clarify population relationships. As frequency distributions of HLA alleles differ significantly among populations belonging to different areas of Italy which represent an admixture of the primitive individuals, knowledge of the allele frequency distributions in Italian regions but also history with its various waves of migration along the peninsula since prehistory, can shed light on the evolution of HLA polymorphisms as well as on the evolution and 50

2 migration of Italian populations. Italy, among the studied nations, presents an evident genetic differentiation of northern from southern regions with Sardinia being quite far apart. In order to add additional data in these surveys, we examined here the populations of Lombardy and Trentino (from Alto Garda, Val di Ledro, Valli Giudicarie, Val Rendena, Val di Sole, Val di Non, Trento, Val di Fiemme, Val di Fassa, Valsugana, Vallagarina), respectively. Lombardy is bordered by Switzerland (north: Canton Ticino and Canton Graubunden) and by Italian regions Emilia-Romagna (south) Trentino- Alto Adige/Sudtirol and Veneto (east) and Piemont (west). The capital is Milan (historic, cultural and artistic city). Since the end of World War II, Milan has been host to two waves of mass migration: the first, workers from within Italy; the second, immigrants from outside the peninsula. By the end of the 1990s Milan had a 10 per cent foreign immigrant population, the vast majority of whom worked in the low-level service sector (restaurant workers, cleaners, maids, domestic workers) or in factories. In January 2009, the Italian national institute of statistics ISTAT estimated that foreign-born immigrants lived in Milan, representing the 14% of the total population. About 10 million people live in Lombardy (16.2% of the national population, 2% of the European Union population). Lombardy was inhabited by Celtic peoples from the 5th century BC and it was conquered by Rome after the Second Punic War ( BC), upon which it became part of Cisalpine Gaul. The region suffered heavily in the barbarian invasions that ended the Western Roman Empire, and from A.D. 568 to 774 it was the centre of the kingdom of the Lombards, a Germanic people who gave their name to the region. The Lombard kingdom ended in 774, and Lombardy became part of the empire of the Frankish king Charlemagne. Frankish rule continued until 887, and after the breakup of the Carolingian empire a number of independent units, mostly towns ruled by counts or bishops, emerged in Lombardy. These towns growing prosperity by the 11 th century was based on the role of the middle Po river valley as a transit point for trade between the Mediterranean and the trans-alpine lands. Trentino is one of the two provinces which make up the region of Trentino-Alto Adige/Südtirol, which itself is an autonomous region. The region is bordered by Tyrol (Austria) to the north, by Graubünden (Switzerland) to the north-west and by the Italian regions of Lombardy and Veneto to the west and south, respectively. Trentino is an almost entirely mountainous region with a main valley crossing it in its centre. This valley is named after the Adige river flowing within it. The region is divided into two autonomous provinces: Trentino (Province of Trento) and South Tyrol (Province of Bolzano). The province of Trento has a total population of (2010). The region was conquered by the Romans in 15 BC. After the end of the Western Roman Empire, it was divided between the invading German tribes in the Lombard Duchy of Tridentum (today s Trentino), the Alamannic Vinschgau and the Bavarians taking the remaining part. After the creation of the Kingdom of Italy under Charlemagne, the Marquisate of Verona included the southern areas of Bolzano, while the Duchy of Bavaria received the remaining part. The principal towns of Trentino lay on the Adige Valley as it is the largest one and has been a historical passage connecting Italy with Northern Europe. The aim of this study was to analyze the allele frequencies of HLA-DRB1* (4 digits typed) of 105 and 244 unrelated healthy individuals at least three generations from Lombardy and Trentino (from Alto Garda, Val di Ledro, Valli Giudicarie, Val Rendena, Val di Sole, Val di Non, Trento, Val di Fiemme, Val di Fassa, Valsugana, Vallagarina), respectively. This analysis may contribute to the development of an updated and more detailed study on the polymorphism of HLA genes and may represent a useful tool for comparison with the HLA gene and haplotype frequencies of other Italian and European populations at high resolution. Materials and methods Population samples Blood samples collected from 105 and 244 unrelated Italian healthy individuals of both sexes that had all at least four grand-parents born in Lombardy Region (Northern Italy) and Trentino Valleys (from Alto Garda, Val di Ledro, Valli Giudicarie, Val Rendena, Val di Sole, Val di Non, Trento, Val di Fiemme, Val di Fassa, Valsugana, Vallagarina), respectively, were used to estimate the frequencies of HLA-DRB1* locus. HLA genotyping, DNA sequencing and statistics All HLA genotypings are the result of methods required to resolve to the 4-digit allele level within the antigen binding domain (Cano et al, 2007). Genomic DNA was isolated from whole blood or buffy-coats by using a GenoNTM-6 automatic nucleic acid purification and an ipreptm purification instrument. Commercial kits with sequence-specific primers designed to match single alleles were used for specific primer polymerase chain reactions (PCR- SSP) (Olerup SSP-genotyping and Protrans SSP kits), to determine HLA-DRB1* alleles (Aldener-Cannavá et al, 2001; Olerup and Zetterquist, 1991; Olerup and Zetterquist, 1992; Welsh and Bunce, 1999). Single allele specific amplification and sequencing were also used separately, by using a Protrans S4 commercial kit (Protrans, Germany). All DNA sequences were detected on automated fluorescent 51

3 DNA sequencers (Applied Biosystems ABI Prism 3130 and Applied Biosystems ABI 3500Dx Genetic Analyzers) (Blasczyk, 2003; Sanger et al, 1977; Voorter et al, 1997). Data were processed with Helmberg Score SSP, Assign 3.5 plus Conexio Genomics and Sequence Pilot 3.4 software. HLA database were continuously updated in line with the IMGT/HLA databases. Human leucocyte antigen typing results were obtained at high resolution so that all statistical were performed at the four-digit allele family level. The phenotype frequencies (PF) were calculated by direct counting method. The loci where only one allele was detected were considered to be homozygous for that allele (Bodmer and Bodmer, 1970; Müller et al, 2003; Schipper et al, 1997; Schipper et al, 1998). Gene frequencies (GF) of HLA alleles and their Standard Errors (SE) were calculated as previously reported (Pickbourne et al, 1978). The chi square test or when required, Fisher s exact test, was used for comparison of the allele frequencies between LRP and TrVP populations. The threshold of significance for p values was The allelic frequencies at DRB1* locus were in Hardy- Weinberg Equilibrium for both populations. Results and discussion Genotyping of HLA-DRB1* alleles were performed from 105 and 244 unrelated Italian healthy individuals of both sexes that had all at least four grand-parents born in Lombardy Region and Trentino Valleys. Our data refer exclusively to the populations born in Northern Italy. Newborns whose parents or grandparents were non Caucasian or who were not born in Italy were excluded from the study. Molecular analysis of the Lombardy Region population (LRP) samples determined 30 allele groups for gene HLA-DRB1*, the most common (frequency >5%) being DRB1*11:01 (27.6%), DRB1*07:01 (23.8%), DRB1*03:01 (19.0%), DRB1*01:01 (17.0%), DRB1*11:04 (14.3%), DRB1*15:01 (10.4%), DRB1*13:02 (8.6%), DRB1*11:03 (7.6%), DRB1*14:01 (6.7%), DRB1*14:54 (6.7%), DRB1*13:01 (5.7%), DRB1*10:01 (5.7%), DRB1*12:01 (5.7%) and DRB1*16:01 (5.7%). Table 1 lists all the allele groups observed for this gene in the LRP. In the case of the Trentino Valleys population (TrVP), 37 allele groups were detected, including the following most frequent allele groups (frequency >5%) HLA-DRB1* locus Number observed Phenotype frequency (%) Gene frequency Standard Error DRB1*01: DRB1*01: DRB1*03: DRB1*04: DRB1*04: DRB1*04: DRB1*04: DRB1*04: DRB1*07: DRB1*08: DRB1*08: DRB1*09: DRB1*10: DRB1*11: DRB1*11: DRB1*11: DRB1*11: DRB1*11: DRB1*12: DRB1*13: DRB1*13: DRB1*13: DRB1*14: DRB1*14: DRB1*14: DRB1*14: DRB1*15: DRB1*15: DRB1*16: DRB1*16: Tab.1 HLA-DRB1* gene frequencies seen in the Lombardy Region population (n =105) 52

4 DRB1*03:01 (11.98%), DRB1*11:01 (11.36%), DRB1*07:01 (11.15%), DRB1*13:01 (8.47%), DRB1*15:01 (8.47%) and DRB1*01:01 (6.2%). Table 2 shows the complete list of HLA-DRB1* allele groups observed in the sample from the TrVP. Table 3 shows the comparison of allele frequencies of DRB1 * locus between TrVP and LRP. Comparing the allelic frequencies reported in both populations no statistically significant difference was highlighted for almost all the alleles, excluding DRB1*11:04, characterized by lower allelic frequency in the TrVP ( 3.09% vs 14.3 %, p< ) than that of LRP. DRB1*11:04 is also reported to be predominant over 11:01 in France and Germany (Matullo et al, 1994) but also in Greece and Romania whereas studies in Crete, Slovenia, Croatia show equal or reversed frequencies (Arnaiz-Villena et al, 1999; Grubic et al, 1995; Reed et al, 1992). Like in other European populations, other alleles such as DRB1*01:01, DRB1*03:01, DRB1*07:01 and DRB1*11:01 (Clayton and Lonjou, 1997) also occur frequently in LRP and TrVP, respectively (Tables 1 and 2). Analysis of allelic frequencies seems to confirm that the TrVP is not genetically different from LRP but also that these two populations appear to be genetically similar to other European populations at least on the DRB1*locus. The extreme degree of allelic polymorphism of the HLA system makes it an important topic for population studies. It is well established that the frequency of many HLA alleles differs remarkably between various ethnic groups. The knowledge and comparison of its degree of polymorphism among each population from different Italian regions and in different populations in the world can provide valuable information in many fields such as HLA-DRB1* locus Number observed Phenotype frequency (%) Gene frequency Standard Error DRB1*01: DRB1*01: DRB1*01: DRB1*03: DRB1*04: DRB1*04: DRB1*04: DRB1*04: DRB1*04: DRB1*04: DRB1*04: DRB1*04: DRB1*07: DRB1*08: DRB1*08: DRB1*08: DRB1*09: DRB1*10: DRB1*11: DRB1*11: DRB1*11: DRB1*11: DRB1*11: DRB1*11: DRB1*12: DRB1*13: DRB1*13: DRB1*13: DRB1*13: DRB1*14: DRB1*14: DRB1*14: DRB1*14: DRB1*15: DRB1*15: DRB1*16: DRB1*16: Tab. 2 HLA-DRB1* gene frequencies seen in the Trentino Valleys population (n =242) 53

5 anthropology, archaeology, evolution genetics and history. For this type of study, international collaborations are necessary as far as the International Histocompatibility Workshops that provide an excellent opportunity to accumulate a large amount of comparative data on different ethnic groups investigated. Collaborative efforts like this one engage a certain importance because interchanges among populations are becoming more frequent year after year and the genetic traits of many populations especially ethnic minorities will get lost very soon. The present study can be useful for paternity diagnosis in forensic sciences and provide basic and valuable data for anthropological analysis, HLA-associated disease susceptibility and population genetics such as genetic drift, migration and selection. In addition, these population data can also be used in stem cell donor search in order to facilitate selection of acceptable donors for those patients who require stem cell and solid organ transplants, respectively. In conclusion, this is the first report addressing HLA specificity frequencies for the DRB1* locus defined by high resolution typing methods (4-digit level) focused on the population of Lombardy and Trentino Valleys. Both populations show to share almost the same genetic background in agreement with the geographical situation and the historical composition. Phenotype Gene Phenotype Gene HLA-DRB1* locus frequency (%) frequency frequency (%) frequency P value in LRP (n =105) in LRP (n =105) in TrVP (n =242) in TrVP (n =242) DRB1*01: NS DRB1*01: NS DRB1*01: DRB1*03: NS DRB1*04: NS DRB1*04: NS DRB1*04: NS DRB1*04: DRB1*04: NS DRB1*04: DRB1*04: NS DRB1*04: DRB1*07: NS DRB1*08: DRB1*08: NS DRB1*08: NS DRB1*09: NS DRB1*10: NS DRB1*11: NS DRB1*11: DRB1*11: NS DRB1*11: DRB1*11: DRB1*11: DRB1*11: DRB1*11: DRB1*12: NS DRB1*13: NS DRB1*13: NS DRB1*13: NS DRB1*13: DRB1*14: NS DRB1*14: NS DRB1*14: NS DRB1*14: NS DRB1*15: NS DRB1*15: NS DRB1*16: NS DRB1*16: NS Tab. 3 Comparison of frequencies of HLA-DRB1* alleles in the Lombardy Region (LRP) and Trentino Valleys (TrVP) populations. NS= not significant 54

Forensic DNA Testing Terminology

Forensic DNA Testing Terminology Forensic DNA Testing Terminology ABI 310 Genetic Analyzer a capillary electrophoresis instrument used by forensic DNA laboratories to separate short tandem repeat (STR) loci on the basis of their size.

More information

Human Leukocyte Antigens - HLA

Human Leukocyte Antigens - HLA Human Leukocyte Antigens - HLA Human Leukocyte Antigens (HLA) are cell surface proteins involved in immune function. HLA molecules present antigenic peptides to generate immune defense reactions. HLA-class

More information

HLA data analysis in anthropology: basic theory and practice

HLA data analysis in anthropology: basic theory and practice HLA data analysis in anthropology: basic theory and practice Alicia Sanchez-Mazas and José Manuel Nunes Laboratory of Anthropology, Genetics and Peopling history (AGP), Department of Anthropology and Ecology,

More information

Gene Mapping Techniques

Gene Mapping Techniques Gene Mapping Techniques OBJECTIVES By the end of this session the student should be able to: Define genetic linkage and recombinant frequency State how genetic distance may be estimated State how restriction

More information

Y Chromosome Markers

Y Chromosome Markers Y Chromosome Markers Lineage Markers Autosomal chromosomes recombine with each meiosis Y and Mitochondrial DNA does not This means that the Y and mtdna remains constant from generation to generation Except

More information

Single Nucleotide Polymorphisms (SNPs)

Single Nucleotide Polymorphisms (SNPs) Single Nucleotide Polymorphisms (SNPs) Additional Markers 13 core STR loci Obtain further information from additional markers: Y STRs Separating male samples Mitochondrial DNA Working with extremely degraded

More information

HISTO TYPE SSP Immunogenetic Diagnostics. Robust and fast - validated Taq Polymerase included

HISTO TYPE SSP Immunogenetic Diagnostics. Robust and fast - validated Taq Polymerase included HISTO TYPE SSP Immunogenetic Diagnostics Robust and fast - validated Taq Polymerase included BAG Health Care the experts for HLA and blood group diagnostics HISTO TYPE SSP Diagnostics Highly standardised

More information

HLA-Cw*0602 associates with a twofold higher prevalence. of positive streptococcal throat swab at the onset of

HLA-Cw*0602 associates with a twofold higher prevalence. of positive streptococcal throat swab at the onset of 1 HLA-Cw*0602 associates with a twofold higher prevalence of positive streptococcal throat swab at the onset of psoriasis: a case control study Lotus Mallbris, MD, PhD, Katarina Wolk, MD, Fabio Sánchez

More information

HISTO SPOT SSO System. The most convenient automated HLA typing system. BAG Health Care the experts for HLA and blood group diagnostics

HISTO SPOT SSO System. The most convenient automated HLA typing system. BAG Health Care the experts for HLA and blood group diagnostics HISTO SPOT SSO System The most convenient automated HLA typing system BAG Health Care the experts for HLA and blood group diagnostics HISTO SPOT SSO System for on call, high throughput and disease association

More information

TRENTINO MICE CONVENTION BUREAU

TRENTINO MICE CONVENTION BUREAU TRENTINO MICE CONVENTION BUREAU THE CONVENTION BUREAU OF TRENTINO A province of Northern Italy Brennero Bolzano Bergamo Riva del Garda Trento Rovereto Torino Milano Brescia Verona Venezia Trieste Modena

More information

The City map of Milan

The City map of Milan Milan The City map of Milan Milan Main city of northwestern Italy, located in the plains of Lombardy Most populated, developed region 1,308,500 inhabitants, Urban area = 4,000,000 people. Milan Milan's

More information

Basic Principles of Forensic Molecular Biology and Genetics. Population Genetics

Basic Principles of Forensic Molecular Biology and Genetics. Population Genetics Basic Principles of Forensic Molecular Biology and Genetics Population Genetics Significance of a Match What is the significance of: a fiber match? a hair match? a glass match? a DNA match? Meaning of

More information

HISTO SPOT SSO System. The most convenient automated HLA typing system. BAG Health Care the experts for HLA and blood group diagnostics

HISTO SPOT SSO System. The most convenient automated HLA typing system. BAG Health Care the experts for HLA and blood group diagnostics HISTO SPOT SSO System The most convenient automated HLA typing system BAG Health Care the experts for HLA and blood group diagnostics HISTO SPOT SSO System for on call, high throughput and disease association

More information

Search Coordinator Certificate

Search Coordinator Certificate Educational. Expert led. E learning. Information and registration Educational. Expert led. E learning. Professionals involved in unrelated adult donor/cord blood unit search and selection are essential

More information

Data Analysis for Ion Torrent Sequencing

Data Analysis for Ion Torrent Sequencing IFU022 v140202 Research Use Only Instructions For Use Part III Data Analysis for Ion Torrent Sequencing MANUFACTURER: Multiplicom N.V. Galileilaan 18 2845 Niel Belgium Revision date: August 21, 2014 Page

More information

A trait is a variation of a particular character (e.g. color, height). Traits are passed from parents to offspring through genes.

A trait is a variation of a particular character (e.g. color, height). Traits are passed from parents to offspring through genes. 1 Biology Chapter 10 Study Guide Trait A trait is a variation of a particular character (e.g. color, height). Traits are passed from parents to offspring through genes. Genes Genes are located on chromosomes

More information

THE INFLUENCE OF TISSUE (IN)COMPATIBILITY IN UMBILICAL CORD BLOOD TRANSPLANTATION

THE INFLUENCE OF TISSUE (IN)COMPATIBILITY IN UMBILICAL CORD BLOOD TRANSPLANTATION THE INFLUENCE OF TISSUE (IN)COMPATIBILITY IN UMBILICAL CORD BLOOD TRANSPLANTATION Matjaž Jeras Blood Transfusion Centre of Slovenia Tissue Typing Center Šlajmerjeva 6, 1000 Ljubljana, Slovenia [email protected]

More information

Population Genetics and Multifactorial Inheritance 2002

Population Genetics and Multifactorial Inheritance 2002 Population Genetics and Multifactorial Inheritance 2002 Consanguinity Genetic drift Founder effect Selection Mutation rate Polymorphism Balanced polymorphism Hardy-Weinberg Equilibrium Hardy-Weinberg Equilibrium

More information

HISTOCOMPATIBILITY. and IMMUNOGENETICS. Prospectus

HISTOCOMPATIBILITY. and IMMUNOGENETICS. Prospectus HISTOCOMPATIBILITY and IMMUNOGENETICS Prospectus 2014 CONTENTS Page 1. Distribution Timetable 2 2. Confidentiality 2 3. Participation 2 3.1 Registration 2 3.2 Service s Expectations 2 3.3 Guidance on Participation

More information

The Functional but not Nonfunctional LILRA3 Contributes to Sex Bias in Susceptibility and Severity of ACPA-Positive Rheumatoid Arthritis

The Functional but not Nonfunctional LILRA3 Contributes to Sex Bias in Susceptibility and Severity of ACPA-Positive Rheumatoid Arthritis The Functional but not Nonfunctional LILRA3 Contributes to Sex Bias in Susceptibility and Severity of ACPA-Positive Rheumatoid Arthritis Yan Du Peking University People s Hospital 100044 Beijing CHINA

More information

SUPPLEMENTARY METHODS

SUPPLEMENTARY METHODS SUPPLEMENTARY METHODS Description of parameter selection for the automated calling algorithm The first analyses of the HLA data were performed with the haploid cell lines described by Horton et al. (1).

More information

Real-Time PCR Vs. Traditional PCR

Real-Time PCR Vs. Traditional PCR Real-Time PCR Vs. Traditional PCR Description This tutorial will discuss the evolution of traditional PCR methods towards the use of Real-Time chemistry and instrumentation for accurate quantitation. Objectives

More information

Can receive blood from: * I A I A and I A i o Type A Yes No A or AB A or O I B I B and I B i o Type B No Yes B or AB B or O

Can receive blood from: * I A I A and I A i o Type A Yes No A or AB A or O I B I B and I B i o Type B No Yes B or AB B or O Genetics of the ABO Blood Groups written by J. D. Hendrix Learning Objectives Upon completing the exercise, each student should be able: to explain the concept of blood group antigens; to list the genotypes

More information

Quantifiler Human DNA Quantification Kit Quantifiler Y Human Male DNA Quantification Kit

Quantifiler Human DNA Quantification Kit Quantifiler Y Human Male DNA Quantification Kit Product Bulletin Human Identification Quantifiler Human DNA Quantification Kit Quantifiler Y Human Male DNA Quantification Kit The Quantifiler kits produce reliable and reproducible results, helping to

More information

The National Institute of Genomic Medicine (INMEGEN) was

The National Institute of Genomic Medicine (INMEGEN) was Genome is...... the complete set of genetic information contained within all of the chromosomes of an organism. It defines the particular phenotype of an individual. What is Genomics? The study of the

More information

INTERPRETATION INFORMATION SHEET

INTERPRETATION INFORMATION SHEET Creative Testing Solutions 2424 West Erie Dr. 2205 Highway 121 10100 Martin Luther King Jr. St. No. Tempe, AZ 85282 Bedford, TX 76021 St. Petersburg, FL 33716 INTERPRETATION INFORMATION SHEET Human Immunodeficiency

More information

Course Curriculum for Master Degree in Medical Laboratory Sciences/Clinical Microbiology, Immunology and Serology

Course Curriculum for Master Degree in Medical Laboratory Sciences/Clinical Microbiology, Immunology and Serology Course Curriculum for Master Degree in Medical Laboratory Sciences/Clinical Microbiology, Immunology and Serology The Master Degree in Medical Laboratory Sciences / Clinical Microbiology, Immunology or

More information

Association between Dopamine Gene and Alcoholism in Pategar Community of Dharwad, Karnataka

Association between Dopamine Gene and Alcoholism in Pategar Community of Dharwad, Karnataka International Journal of Scientific and Research Publications, Volume 3, Issue 10, October 2013 1 Association between Dopamine Gene and Alcoholism in Pategar Community of Dharwad, Karnataka SOMASHEKHAR

More information

Biology 1406 - Notes for exam 5 - Population genetics Ch 13, 14, 15

Biology 1406 - Notes for exam 5 - Population genetics Ch 13, 14, 15 Biology 1406 - Notes for exam 5 - Population genetics Ch 13, 14, 15 Species - group of individuals that are capable of interbreeding and producing fertile offspring; genetically similar 13.7, 14.2 Population

More information

Summary. 16 1 Genes and Variation. 16 2 Evolution as Genetic Change. Name Class Date

Summary. 16 1 Genes and Variation. 16 2 Evolution as Genetic Change. Name Class Date Chapter 16 Summary Evolution of Populations 16 1 Genes and Variation Darwin s original ideas can now be understood in genetic terms. Beginning with variation, we now know that traits are controlled by

More information

Università degli Studi del Piemonte Orientale Amedeo Avogadro

Università degli Studi del Piemonte Orientale Amedeo Avogadro Università degli Studi del Piemonte Orientale Amedeo Avogadro Alessandria, Novara, Vercelli April 2011 Welcome to the University of Eastern Piedmont! The University Past and Present The very first University

More information

Profit earner or cost driver? A combined view of retail banking and payments. Bertrand Lavayssière Frankfurt, May 25th

Profit earner or cost driver? A combined view of retail banking and payments. Bertrand Lavayssière Frankfurt, May 25th Profit earner or cost driver? A combined view of retail banking and payments Bertrand Lavayssière Frankfurt, May 25th Payments are crucial for Retail Banking Retail banking revenues are rather stable and

More information

Course Curriculum for Master Degree in Medical Laboratory Sciences/Hematology and Blood Banking

Course Curriculum for Master Degree in Medical Laboratory Sciences/Hematology and Blood Banking Course Curriculum for Master Degree in Medical Laboratory Sciences/Hematology and Blood Banking The Master Degree in Medical Laboratory Sciences /Hematology & Blood Banking, is awarded by the Faculty of

More information

DNA and Forensic Science

DNA and Forensic Science DNA and Forensic Science Micah A. Luftig * Stephen Richey ** I. INTRODUCTION This paper represents a discussion of the fundamental principles of DNA technology as it applies to forensic testing. A brief

More information

Ninth Grade History & Social Science World History I

Ninth Grade History & Social Science World History I SEPTEMBER WHI.1 Historical Research and Geographical Analysis *(ongoing throughout year) identify, analyze, and interpret primary and secondary sources use maps, globes, artifacts, pictures identify major

More information

Demographic indicators

Demographic indicators February 19, 2016 Demographic indicators Estimates for the year 2015 In 2015 the resident population decreased by 2.3 per thousand inhabitants. The reduction corresponds to 139,000 units less, resulting

More information

2. True or False? The sequence of nucleotides in the human genome is 90.9% identical from one person to the next. False (it s 99.

2. True or False? The sequence of nucleotides in the human genome is 90.9% identical from one person to the next. False (it s 99. 1. True or False? A typical chromosome can contain several hundred to several thousand genes, arranged in linear order along the DNA molecule present in the chromosome. True 2. True or False? The sequence

More information

How many of you have checked out the web site on protein-dna interactions?

How many of you have checked out the web site on protein-dna interactions? How many of you have checked out the web site on protein-dna interactions? Example of an approximately 40,000 probe spotted oligo microarray with enlarged inset to show detail. Find and be ready to discuss

More information

Pros and Cons of Stem Cell Sources and their availability in Africa. Dr Jaimendra Singh Inkosi Albert Luthuli Central Hospital Durban, South Africa

Pros and Cons of Stem Cell Sources and their availability in Africa. Dr Jaimendra Singh Inkosi Albert Luthuli Central Hospital Durban, South Africa Pros and Cons of Stem Cell Sources and their availability in Africa Dr Jaimendra Singh Inkosi Albert Luthuli Central Hospital Durban, South Africa Introduction The ability to perform a haematopoietic stem

More information

DNA as a Biometric. Biometric Consortium Conference 2011 Tampa, FL

DNA as a Biometric. Biometric Consortium Conference 2011 Tampa, FL DNA as a Biometric Biometric Consortium Conference 2011 Tampa, FL September 27, 2011 Dr. Peter M. Vallone Biochemical Science Division National Institute of Standards and Technology Gaithersburg, MD 20899

More information

Development of two Novel DNA Analysis methods to Improve Workflow Efficiency for Challenging Forensic Samples

Development of two Novel DNA Analysis methods to Improve Workflow Efficiency for Challenging Forensic Samples Development of two Novel DNA Analysis methods to Improve Workflow Efficiency for Challenging Forensic Samples Sudhir K. Sinha, Ph.D.*, Anne H. Montgomery, M.S., Gina Pineda, M.S., and Hiromi Brown, Ph.D.

More information

Blood Biobanking Chances and Risks. The Bavarian Red Cross Blood Donor Biobank

Blood Biobanking Chances and Risks. The Bavarian Red Cross Blood Donor Biobank Blood Biobanking Chances and Risks The Bavarian Red Cross Blood Donor Biobank EORTC-NCI-ASCO Meeting - November 2007 Outline Types of biobanking Why blood biobanking? Why blood banks? Why the Bavarian

More information

A Public Cord Blood Bank for South Africa? i

A Public Cord Blood Bank for South Africa? i No. 42/2007 A Public Cord Blood Bank for South Africa? i By Dr Robert Crookes MBChB (Wits), Dip. Internal Medicine (American Board of Internal Medicine, USA) Transfusion Medicine Consultant. South African

More information

Chapter 8: Recombinant DNA 2002 by W. H. Freeman and Company Chapter 8: Recombinant DNA 2002 by W. H. Freeman and Company

Chapter 8: Recombinant DNA 2002 by W. H. Freeman and Company Chapter 8: Recombinant DNA 2002 by W. H. Freeman and Company Genetic engineering: humans Gene replacement therapy or gene therapy Many technical and ethical issues implications for gene pool for germ-line gene therapy what traits constitute disease rather than just

More information

Commonly Used STR Markers

Commonly Used STR Markers Commonly Used STR Markers Repeats Satellites 100 to 1000 bases repeated Minisatellites VNTR variable number tandem repeat 10 to 100 bases repeated Microsatellites STR short tandem repeat 2 to 6 bases repeated

More information

Annex to the Accreditation Certificate D-PL-13372-01-00 according to DIN EN ISO/IEC 17025:2005

Annex to the Accreditation Certificate D-PL-13372-01-00 according to DIN EN ISO/IEC 17025:2005 Deutsche Akkreditierungsstelle GmbH German Accreditation Body Annex to the Accreditation Certificate D-PL-13372-01-00 according to DIN EN ISO/IEC 17025:2005 Period of validity: 26.03.2012 to 25.03.2017

More information

The following chapter is called "Preimplantation Genetic Diagnosis (PGD)".

The following chapter is called Preimplantation Genetic Diagnosis (PGD). Slide 1 Welcome to chapter 9. The following chapter is called "Preimplantation Genetic Diagnosis (PGD)". The author is Dr. Maria Lalioti. Slide 2 The learning objectives of this chapter are: To learn the

More information

Italy: toward a federal state? Recent constitutional developments in Italy

Italy: toward a federal state? Recent constitutional developments in Italy BENIAMINO CARAVITA Italy: toward a federal state? Recent constitutional developments in Italy 1. The federal idea in Italian history Italy became a unitary State between 1861 and 1870, assembling under

More information

Biology Behind the Crime Scene Week 4: Lab #4 Genetics Exercise (Meiosis) and RFLP Analysis of DNA

Biology Behind the Crime Scene Week 4: Lab #4 Genetics Exercise (Meiosis) and RFLP Analysis of DNA Page 1 of 5 Biology Behind the Crime Scene Week 4: Lab #4 Genetics Exercise (Meiosis) and RFLP Analysis of DNA Genetics Exercise: Understanding how meiosis affects genetic inheritance and DNA patterns

More information

Becker Muscular Dystrophy

Becker Muscular Dystrophy Muscular Dystrophy A Case Study of Positional Cloning Described by Benjamin Duchenne (1868) X-linked recessive disease causing severe muscular degeneration. 100 % penetrance X d Y affected male Frequency

More information

SNPbrowser Software v3.5

SNPbrowser Software v3.5 Product Bulletin SNP Genotyping SNPbrowser Software v3.5 A Free Software Tool for the Knowledge-Driven Selection of SNP Genotyping Assays Easily visualize SNPs integrated with a physical map, linkage disequilibrium

More information

Lecture 6: Single nucleotide polymorphisms (SNPs) and Restriction Fragment Length Polymorphisms (RFLPs)

Lecture 6: Single nucleotide polymorphisms (SNPs) and Restriction Fragment Length Polymorphisms (RFLPs) Lecture 6: Single nucleotide polymorphisms (SNPs) and Restriction Fragment Length Polymorphisms (RFLPs) Single nucleotide polymorphisms or SNPs (pronounced "snips") are DNA sequence variations that occur

More information

Genetic Analysis. Phenotype analysis: biological-biochemical analysis. Genotype analysis: molecular and physical analysis

Genetic Analysis. Phenotype analysis: biological-biochemical analysis. Genotype analysis: molecular and physical analysis Genetic Analysis Phenotype analysis: biological-biochemical analysis Behaviour under specific environmental conditions Behaviour of specific genetic configurations Behaviour of progeny in crosses - Genotype

More information

Introduction To Real Time Quantitative PCR (qpcr)

Introduction To Real Time Quantitative PCR (qpcr) Introduction To Real Time Quantitative PCR (qpcr) SABiosciences, A QIAGEN Company www.sabiosciences.com The Seminar Topics The advantages of qpcr versus conventional PCR Work flow & applications Factors

More information

New HLA class I epitopes defined by murine monoclonal antibodies

New HLA class I epitopes defined by murine monoclonal antibodies Human Immunology 71 (2010) 456 461 Contents lists available at ScienceDirect New HLA class I epitopes defined by murine monoclonal antibodies Nadim El-Awar a, *, Paul I. Terasaki b, Anh Nguyen a, Mamie

More information

The CASP8 rs3834129 polymorphism and breast cancer risk in BRCA1 mutation carriers.

The CASP8 rs3834129 polymorphism and breast cancer risk in BRCA1 mutation carriers. The CASP8 rs3834129 polymorphism and breast cancer risk in BRCA1 mutation carriers. Irene Catucci 1,2,12, Paolo Verderio 3,12, Sara Pizzamiglio 3,12, Siranoush Manoukian 4, Bernard Peissel 4, Daniela Zaffaroni

More information

Genetics Lecture Notes 7.03 2005. Lectures 1 2

Genetics Lecture Notes 7.03 2005. Lectures 1 2 Genetics Lecture Notes 7.03 2005 Lectures 1 2 Lecture 1 We will begin this course with the question: What is a gene? This question will take us four lectures to answer because there are actually several

More information

Haematopoietic Chimerism Analysis after Allogeneic Stem Cell Transplantation

Haematopoietic Chimerism Analysis after Allogeneic Stem Cell Transplantation Haematopoietic Chimerism Analysis after Allogeneic Stem Cell Transplantation Dr Ros Ganderton, Ms Kate Parratt, Dr Debbie Richardson, Dr Kim Orchard and Dr Liz Hodges Departments of Molecular Pathology

More information

A Genetic Analysis of Rheumatoid Arthritis

A Genetic Analysis of Rheumatoid Arthritis A Genetic Analysis of Rheumatoid Arthritis Introduction to Rheumatoid Arthritis: Classification and Diagnosis Rheumatoid arthritis is a chronic inflammatory disorder that affects mainly synovial joints.

More information

CAP Accreditation Checklists 2015 Edition

CAP Accreditation Checklists 2015 Edition CAP Accreditation Checklists 2015 Edition The College of American Pathologists (CAP) accreditation checklists contain the CAP accreditation program requirements, developed on more than 50 years of insight

More information

510K Summary. This summary of 510(k) safety and effectiveness information is being submitted in accordance with the requirements of 21 CFR 807.92.

510K Summary. This summary of 510(k) safety and effectiveness information is being submitted in accordance with the requirements of 21 CFR 807.92. 510K Summary This summary of 510(k) safety and effectiveness information is being submitted in accordance with the requirements of 21 CFR 807.92. Submitter: Contact: One Lambda, Incorporated 21001 Kittridge

More information

University of Brescia, Italy

University of Brescia, Italy University of Brescia, Italy www.unibs.it Economics and Business Engineering Medicine and Surgery Law ABOUT BRESCIA Dating back to the Roman period, Brescia (originally Brixia), and its province lie almost

More information

Paternity Testing. Chapter 23

Paternity Testing. Chapter 23 Paternity Testing Chapter 23 Kinship and Paternity DNA analysis can also be used for: Kinship testing determining whether individuals are related Paternity testing determining the father of a child Missing

More information

Appendix 2 Molecular Biology Core Curriculum. Websites and Other Resources

Appendix 2 Molecular Biology Core Curriculum. Websites and Other Resources Appendix 2 Molecular Biology Core Curriculum Websites and Other Resources Chapter 1 - The Molecular Basis of Cancer 1. Inside Cancer http://www.insidecancer.org/ From the Dolan DNA Learning Center Cold

More information

Pan-European opinion poll on occupational safety and health

Pan-European opinion poll on occupational safety and health PRESS KIT Pan-European opinion poll on occupational safety and health Results across 36 European countries Press kit Conducted by Ipsos MORI Social Research Institute at the request of the European Agency

More information

Chapter 9 Patterns of Inheritance

Chapter 9 Patterns of Inheritance Bio 100 Patterns of Inheritance 1 Chapter 9 Patterns of Inheritance Modern genetics began with Gregor Mendel s quantitative experiments with pea plants History of Heredity Blending theory of heredity -

More information

Genetic diagnostics the gateway to personalized medicine

Genetic diagnostics the gateway to personalized medicine Micronova 20.11.2012 Genetic diagnostics the gateway to personalized medicine Kristiina Assoc. professor, Director of Genetic Department HUSLAB, Helsinki University Central Hospital The Human Genome Packed

More information

Blood Stains at the Crime Scene Forensic Investigation

Blood Stains at the Crime Scene Forensic Investigation Blood Stains at the Crime Scene Forensic Investigation Introduction Blood stains at a crime scene can be crucial in solving the crime. Numerous analytical techniques can be used to study blood stains.

More information

Tourism. Capacity and occupancy of tourist accommodation establishments

Tourism. Capacity and occupancy of tourist accommodation establishments Tourism The current information system on tourism statistics produced by ISTAT relies on several sources that analyse the phenomenon from the point of view of both demand and supply. The oldest sources

More information

Genetics of Rheumatoid Arthritis Markey Lecture Series

Genetics of Rheumatoid Arthritis Markey Lecture Series Genetics of Rheumatoid Arthritis Markey Lecture Series Al Kim [email protected] 2012.09.06 Overview of Rheumatoid Arthritis Rheumatoid Arthritis (RA) Autoimmune disease primarily targeting the synovium

More information

Evolution (18%) 11 Items Sample Test Prep Questions

Evolution (18%) 11 Items Sample Test Prep Questions Evolution (18%) 11 Items Sample Test Prep Questions Grade 7 (Evolution) 3.a Students know both genetic variation and environmental factors are causes of evolution and diversity of organisms. (pg. 109 Science

More information

Rapid DNA Analysis DNA: the Ultimate Biometric? Advances in Molecular Processing and Analysis

Rapid DNA Analysis DNA: the Ultimate Biometric? Advances in Molecular Processing and Analysis Rapid DNA Analysis DNA: the Ultimate Biometric? Advances in Molecular Processing and Analysis Presentation at NSF Workshop on Fundamental Research Challenges for Trustworthy Biometrics Dr. Joan Bienvenue

More information

Why Disruptive Innovations Matter in Laboratory Diagnostics

Why Disruptive Innovations Matter in Laboratory Diagnostics Article: S. Nam.. Clin Chem 2015;61:935-937. http://www.clinchem.org/content/61/7/935.extract Guest: Spencer Nam is a Research Fellow specializing in healthcare at the Clayton Christensen Institute for

More information

Human Genome and Human Genome Project. Louxin Zhang

Human Genome and Human Genome Project. Louxin Zhang Human Genome and Human Genome Project Louxin Zhang A Primer to Genomics Cells are the fundamental working units of every living systems. DNA is made of 4 nucleotide bases. The DNA sequence is the particular

More information

Automated DNA sequencing 20/12/2009. Next Generation Sequencing

Automated DNA sequencing 20/12/2009. Next Generation Sequencing DNA sequencing the beginnings Ghent University (Fiers et al) pioneers sequencing first complete gene (1972) first complete genome (1976) Next Generation Sequencing Fred Sanger develops dideoxy sequencing

More information

Course Curriculum for Master Degree in Medical Laboratory Sciences/Clinical Biochemistry

Course Curriculum for Master Degree in Medical Laboratory Sciences/Clinical Biochemistry Course Curriculum for Master Degree in Medical Laboratory Sciences/Clinical Biochemistry The Master Degree in Medical Laboratory Sciences /Clinical Biochemistry, is awarded by the Faculty of Graduate Studies

More information

14/12/2012. HLA typing - problem #1. Applications for NGS. HLA typing - problem #1 HLA typing - problem #2

14/12/2012. HLA typing - problem #1. Applications for NGS. HLA typing - problem #1 HLA typing - problem #2 www.medical-genetics.de Routine HLA typing by Next Generation Sequencing Kaimo Hirv Center for Human Genetics and Laboratory Medicine Dr. Klein & Dr. Rost Lochhamer Str. 9 D-8 Martinsried Tel: 0800-GENETIK

More information

CCR Biology - Chapter 9 Practice Test - Summer 2012

CCR Biology - Chapter 9 Practice Test - Summer 2012 Name: Class: Date: CCR Biology - Chapter 9 Practice Test - Summer 2012 Multiple Choice Identify the choice that best completes the statement or answers the question. 1. Genetic engineering is possible

More information

Hardy-Weinberg Equilibrium Problems

Hardy-Weinberg Equilibrium Problems Hardy-Weinberg Equilibrium Problems 1. The frequency of two alleles in a gene pool is 0.19 (A) and 0.81(a). Assume that the population is in Hardy-Weinberg equilibrium. (a) Calculate the percentage of

More information

Mendelian inheritance and the

Mendelian inheritance and the Mendelian inheritance and the most common genetic diseases Cornelia Schubert, MD, University of Goettingen, Dept. Human Genetics EUPRIM-Net course Genetics, Immunology and Breeding Mangement German Primate

More information

Essentials of Real Time PCR. About Sequence Detection Chemistries

Essentials of Real Time PCR. About Sequence Detection Chemistries Essentials of Real Time PCR About Real-Time PCR Assays Real-time Polymerase Chain Reaction (PCR) is the ability to monitor the progress of the PCR as it occurs (i.e., in real time). Data is therefore collected

More information

The Xenophile Historian

The Xenophile Historian The Xenophile Historian Map Gallery Map 1: The spread of civilization in thousand-year steps. The purple areas became civilized by 3000 B.C. Civilization spread to the green areas by 2000 B.C., yellow

More information

INTERNATIONAL CONFERENCE ON HARMONISATION OF TECHNICAL REQUIREMENTS FOR REGISTRATION OF PHARMACEUTICALS FOR HUMAN USE Q5B

INTERNATIONAL CONFERENCE ON HARMONISATION OF TECHNICAL REQUIREMENTS FOR REGISTRATION OF PHARMACEUTICALS FOR HUMAN USE Q5B INTERNATIONAL CONFERENCE ON HARMONISATION OF TECHNICAL REQUIREMENTS FOR REGISTRATION OF PHARMACEUTICALS FOR HUMAN USE ICH HARMONISED TRIPARTITE GUIDELINE QUALITY OF BIOTECHNOLOGICAL PRODUCTS: ANALYSIS

More information

AP Biology Essential Knowledge Student Diagnostic

AP Biology Essential Knowledge Student Diagnostic AP Biology Essential Knowledge Student Diagnostic Background The Essential Knowledge statements provided in the AP Biology Curriculum Framework are scientific claims describing phenomenon occurring in

More information

The donor search: the best donor or cord blood unit

The donor search: the best donor or cord blood unit The donor search: the best donor or cord blood unit Dr Bronwen Shaw Consultant in haematopoietic cell transplantation Royal Marsden Hospital /Anthony Nolan Overview Where do we find donors/units for transplantation

More information

The location of Trento in central Europe

The location of Trento in central Europe WELCOME TO WELCOME TO TRENTO The location of Trento in central Europe Distance from Trento to: Verona 98 km Venezia (Venice) 157 km Milan 230 km Trentino Alto Adige Trento is the main town of the province

More information

Lecture 13: DNA Technology. DNA Sequencing. DNA Sequencing Genetic Markers - RFLPs polymerase chain reaction (PCR) products of biotechnology

Lecture 13: DNA Technology. DNA Sequencing. DNA Sequencing Genetic Markers - RFLPs polymerase chain reaction (PCR) products of biotechnology Lecture 13: DNA Technology DNA Sequencing Genetic Markers - RFLPs polymerase chain reaction (PCR) products of biotechnology DNA Sequencing determine order of nucleotides in a strand of DNA > bases = A,

More information

Recombinant DNA Unit Exam

Recombinant DNA Unit Exam Recombinant DNA Unit Exam Question 1 Restriction enzymes are extensively used in molecular biology. Below are the recognition sites of two of these enzymes, BamHI and BclI. a) BamHI, cleaves after the

More information

A guide to the analysis of KASP genotyping data using cluster plots

A guide to the analysis of KASP genotyping data using cluster plots extraction sequencing genotyping extraction sequencing genotyping extraction sequencing genotyping extraction sequencing A guide to the analysis of KASP genotyping data using cluster plots Contents of

More information

Summary and conclusions. Chapter 8. Summary and conclusions

Summary and conclusions. Chapter 8. Summary and conclusions Summary and conclusions Chapter 8 Summary and conclusions 153 Chapter 8 154 Summary and conclusions Summary This thesis describes an experimental study in healthy MZ and same-sex DZ twins and siblings

More information

Mitochondrial DNA Analysis

Mitochondrial DNA Analysis Mitochondrial DNA Analysis Lineage Markers Lineage markers are passed down from generation to generation without changing Except for rare mutation events They can help determine the lineage (family tree)

More information

Alpha-1 Antitrypsin Deficiency A future NBS candidate?

Alpha-1 Antitrypsin Deficiency A future NBS candidate? Alpha-1 Antitrypsin Deficiency A future NBS candidate? Robert A. Sandhaus, MD, PhD Alpha-1 Antitrypsin Deficiency Condition: Alpha-1 antitrypsin deficiency, alpha-1 proteinase inhibitor deficiency, Alpha-1,

More information

Genetic testing. The difference diagnostics can make. The British In Vitro Diagnostics Association

Genetic testing. The difference diagnostics can make. The British In Vitro Diagnostics Association 6 Genetic testing The difference diagnostics can make The British In Vitro Diagnostics Association Genetic INTRODUCTION testing The Department of Health published Our Inheritance, Our Future - Realising

More information

Data Analysis on the ABI PRISM 7700 Sequence Detection System: Setting Baselines and Thresholds. Overview. Data Analysis Tutorial

Data Analysis on the ABI PRISM 7700 Sequence Detection System: Setting Baselines and Thresholds. Overview. Data Analysis Tutorial Data Analysis on the ABI PRISM 7700 Sequence Detection System: Setting Baselines and Thresholds Overview In order for accuracy and precision to be optimal, the assay must be properly evaluated and a few

More information