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1.
J Pers Med ; 12(5)2022 Apr 21.
Article in English | MEDLINE | ID: mdl-35629091

ABSTRACT

DNA-based screening in individuals without known risk factors potentially identifies those who may benefit from genetic counseling, early medical interventions, and/or avoidance of late or missed diagnoses. While not currently in widespread usage, technological advances in genetic analysis overcome barriers to access by enabling less labor-intensive and more cost-efficient means to discover variants of clinical importance. This study describes the technical validation of a 430-gene next-generation sequencing based assay, GeneCompassTM, indicated for the screening of healthy individuals in the areas of actionable health risks, pharmaceutical drug response, and wellness traits. The test includes genes associated with Mendelian disorders and genetic susceptibility loci, encompassing 14 clinical areas and pharmacogenetic variants. The custom-designed target enrichment capture and bioinformatics pipelines interrogate multiple variant types, including single nucleotide variants, insertions/deletions (indels), copy number variants, and functional haplotypes (star alleles), including tandem alleles and structural variants. Validation was performed against reference DNA from three sources: 1000 Genomes Project (n = 3), Coriell biobank (n = 105), and previously molecularly characterized biological specimens: blood (n = 15) and saliva (n = 11). Analytical sensitivity and specificity for single nucleotide variants (SNVs) were 97.57% and 99.99%, respectively, and for indels were 74.57% and 97.34%, respectively. This study demonstrates the validity of an NGS assay for genetic screening and the broadening of access to preventative genomics.

2.
Scand J Clin Lab Invest ; 80(6): 508-514, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32706999

ABSTRACT

Familial hypercholesterolemia (FH) is a monogenic disease characterized by a lifelong exposure to high LDL-C levels that can lead to early onset coronary heart disease (CHD). The main causes of FH identified to date include loss-of-function mutations in LDLR or APOB, or gain-of-function mutations in PCSK9. Early diagnosis and genetic testing of FH suspects is critical for improved prognosis of affected individuals as lipid lowering treatments are effective in preventing CHD related morbidity and mortality. In the present study, we carried out a comprehensive screening, using a next-generation sequencing (NGS) panel, for FH culprit mutations in two Icelandic studies representative of either FH families or the general population. We confirmed all previously known mutations in the FH families, and identified two subjects that had been misdiagnosed clinically at young age. We identified six new mutations in the Icelandic FH families and detected three pathogenic mutations in the general population-based study. The application of the NGS panel revealed substantial diagnostic yields in identifying pathogenic mutations, or 68.2% of those with definite clinical diagnosis of FH in the family material and 5.6-fold enrichment in the population-based genetic testing.


Subject(s)
Genetic Testing/methods , Hyperlipoproteinemia Type II/diagnosis , Genetic Predisposition to Disease , High-Throughput Nucleotide Sequencing , Humans , Hyperlipoproteinemia Type II/genetics , Iceland , Loss of Function Mutation , Mutation , Prospective Studies
3.
J Assist Reprod Genet ; 35(8): 1489-1496, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29779145

ABSTRACT

PURPOSE: To develop a comprehensive genetic test for female and male infertility in support of medical decisions during assisted reproductive technology (ART) protocols. METHODS: We developed a next-generation sequencing (NGS) gene panel consisting of 87 genes including promoters, 5' and 3' untranslated regions, exons, and selected introns. In addition, sex chromosome aneuploidies and Y chromosome microdeletions were analyzed concomitantly using the same panel. RESULTS: The NGS panel was analytically validated by retrospective analysis of 118 genomic DNA samples with known variants in loci representative of female and male infertility. Our results showed analytical accuracy of > 99%, with > 98% sensitivity for single-nucleotide variants (SNVs) and > 91% sensitivity for insertions/deletions (indels). Clinical sensitivity was assessed with samples containing variants representative of male and female infertility, and it was 100% for SNVs/indels, CFTR IVS8-5T variants, sex chromosome aneuploidies, and copy number variants (CNVs) and > 93% for Y chromosome microdeletions. Cost analysis shows potential savings when comparing this single NGS assay with the standard approach, which includes multiple assays. CONCLUSIONS: A single, comprehensive, NGS panel can simplify the ordering process for healthcare providers, reduce turnaround time, and lower the overall cost of testing for genetic assessment of infertility in females and males, while maintaining accuracy.


Subject(s)
Genetic Testing , High-Throughput Nucleotide Sequencing , Infertility, Female/genetics , Infertility, Male/genetics , DNA Copy Number Variations/genetics , Exons , Female , Humans , INDEL Mutation/genetics , Infertility, Female/diagnosis , Infertility, Female/pathology , Infertility, Male/diagnosis , Infertility, Male/pathology , Male , Polymorphism, Single Nucleotide/genetics
4.
Hum Mutat ; 37(1): 127-34, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26467025

ABSTRACT

We developed a rules-based scoring system to classify DNA variants into five categories including pathogenic, likely pathogenic, variant of uncertain significance (VUS), likely benign, and benign. Over 16,500 pathogenicity assessments on 11,894 variants from 338 genes were analyzed for pathogenicity based on prediction tools, population frequency, co-occurrence, segregation, and functional studies collected from internal and external sources. Scores were calculated by trained scientists using a quantitative framework that assigned differential weighting to these five types of data. We performed descriptive and comparative statistics on the dataset and tested interobserver concordance among the trained scientists. Private variants defined as variants found within single families (n = 5,182), were either VUS (80.5%; n = 4,169) or likely pathogenic (19.5%; n = 1,013). The remaining variants (n = 6,712) were VUS (38.4%; n = 2,577) or likely benign/benign (34.7%; n = 2,327) or likely pathogenic/pathogenic (26.9%, n = 1,808). Exact agreement between the trained scientists on the final variant score was 98.5% [95% confidence interval (CI) (98.0, 98.9)] with an interobserver consistency of 97% [95% CI (91.5, 99.4)]. Variant scores were stable and showed increasing odds of being in agreement with new data when re-evaluated periodically. This carefully curated, standardized variant pathogenicity scoring system provides reliable pathogenicity scores for DNA variants encountered in a clinical laboratory setting.


Subject(s)
Computational Biology/methods , Genetic Predisposition to Disease , Genetic Variation , Genomics/methods , Software , Humans , Observer Variation , Reproducibility of Results , Web Browser
5.
Pediatr Diabetes ; 17(5): 360-7, 2016 08.
Article in English | MEDLINE | ID: mdl-26059258

ABSTRACT

Maturity onset diabetes of the young (MODY) is a monogenic form of diabetes caused by a mutation in a single gene, often not requiring insulin. The aim of this study was to estimate the frequency and clinical characteristics of MODY at the Barbara Davis Center. A total of 97 subjects with diabetes onset before age 25, a random C-peptide ≥0.1 ng/mL, and negative for all diabetes autoantibodies (GADA, IA-2, ZnT8, and IAA) were enrolled, after excluding 21 subjects with secondary diabetes or refusal to participate. Genetic testing for MODY 1-5 was performed through Athena Diagnostics, and all variants of unknown significance were further analyzed at Exeter, UK. A total of 22 subjects [20 (21%) when excluding two siblings] were found to have a mutation in hepatocyte nuclear factor 4A (n = 4), glucokinase (n = 8), or hepatocyte nuclear factor 1A (n = 10). Of these 22 subjects, 13 had mutations known to be pathogenic and 9 (41%) had novel mutations, predicted to be pathogenic. Only 1 of the 22 subjects had been given the appropriate MODY diagnosis prior to testing. Compared with MODY-negative subjects, the MODY-positive subjects had lower hemoglobin A1c level and no diabetic ketoacidosis at onset; however, these characteristics are not specific for MODY. In summary, this study found a high frequency of MODY mutations with the majority of subjects clinically misdiagnosed. Clinicians should have a high index of suspicion for MODY in youth with antibody-negative diabetes.


Subject(s)
Diabetes Mellitus, Type 2/epidemiology , Adolescent , C-Peptide/blood , Child , Colorado/epidemiology , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/genetics , Female , Humans , Male , Mutation
6.
Neuromuscul Disord ; 25(12): 945-51, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26420234

ABSTRACT

We compare molecular combing to Southern blot in the analysis of the facioscapulohumeral muscular dystrophy type 1 locus (FSHD1) on chromosome 4q35-qter (chr 4q) in genomic DNA specimens sent to a clinical laboratory for FSHD testing. A de-identified set of 87 genomic DNA specimens determined by Southern blot as normal (n = 71), abnormal with D4Z4 macrosatellite repeat array contractions (n = 7), indeterminate (n = 6), borderline (n = 2), or mosaic (n = 1) was independently re-analyzed by molecular combing in a blinded fashion. The molecular combing results were identical to the Southern blot results in 75 (86%) of cases. All contractions (n = 7) and mosaics (n = 1) detected by Southern blot were confirmed by molecular combing. Of the 71 samples with normal Southern blot results, 67 (94%) had concordant molecular combing results. The four discrepancies were either mosaic (n = 2), rearranged (n = 1), or borderline by molecular combing (n = 1). All indeterminate Southern blot results (n = 6) were resolved by molecular combing as either normal (n = 4), borderline (n = 1), or rearranged (n = 1). The two borderline Southern blot results showed a D4Z4 contraction on the chr 4qA allele and a normal result by molecular combing. Molecular combing overcomes a number of technical limitations of Southern blot by providing direct visualization of D4Z4 macrosatellite repeat arrays on specific chr 4q and chr 10q alleles and more precise D4Z4 repeat sizing. This study suggests that molecular combing has superior analytical validity compared to Southern blot for determining D4Z4 contraction size, detecting mosaicism, and resolving borderline and indeterminate Southern blot results. Further studies are needed to establish the clinical validity and diagnostic accuracy of these findings in FSHD.


Subject(s)
Blotting, Southern/methods , Chromosomes, Human, Pair 4 , Molecular Diagnostic Techniques/methods , Muscular Dystrophy, Facioscapulohumeral/genetics , Sequence Analysis, DNA/methods , Humans
7.
Mol Genet Genomic Med ; 2(6): 522-9, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25614874

ABSTRACT

We report the frequency, positive rate, and type of mutations in 14 genes (PMP22, GJB1, MPZ, MFN2, SH3TC2, GDAP1, NEFL, LITAF, GARS, HSPB1, FIG4, EGR2, PRX, and RAB7A) associated with Charcot-Marie-Tooth disease (CMT) in a cohort of 17,880 individuals referred to a commercial genetic testing laboratory. Deidentified results from sequencing assays and multiplex ligation-dependent probe amplification (MLPA) were analyzed including 100,102 Sanger sequencing, 2338 next-generation sequencing (NGS), and 21,990 MLPA assays. Genetic abnormalities were identified in 18.5% (n = 3312) of all individuals. Testing by Sanger and MLPA (n = 3216) showed that duplications (dup) (56.7%) or deletions (del) (21.9%) in the PMP22 gene accounted for the majority of positive findings followed by mutations in the GJB1 (6.7%), MPZ (5.3%), and MFN2 (4.3%) genes. GJB1 del and mutations in the remaining genes explained 5.3% of the abnormalities. Pathogenic mutations were distributed as follows: missense (70.6%), nonsense (14.3%), frameshift (8.7%), splicing (3.3%), in-frame deletions/insertions (1.8%), initiator methionine mutations (0.8%), and nonstop changes (0.5%). Mutation frequencies, positive rates, and the types of mutations were similar between tests performed by either Sanger (n = 17,377) or NGS (n = 503). Among patients with a positive genetic finding in a CMT-related gene, 94.9% were positive in one of four genes (PMP22, GJB1, MPZ, or MFN2).

8.
Anal Chem ; 82(24): 10186-93, 2010 Dec 15.
Article in English | MEDLINE | ID: mdl-21086978

ABSTRACT

Tamoxifen (Tam), the antiestrogen used to treat estrogen receptor-positive breast cancer is a pro-drug that is converted to its major active metabolites, endoxifen and 4-hydroxy-tamoxifen (4-OH-Tam) by various biotransformation enzymes of which cytochrome P450-2D6 (CYP2D6) is key. The usual Tam dose is 20 mg daily; however, the plasma active metabolite concentrations vary due to common genetic variants encoding the biotransformation enzymes and environmental factors (e.g., concomitant drugs) that inhibit these enzymes. Effective treatment depends on adequate Tam conversion to its active isomers. To monitor metabolite plasma levels, a novel liquid chromatography-tandem mass spectrometry (LC-MS/MS) method was developed to separate and quantitate Tam, N-desmethyl-tamoxifen (ND-Tam), and tamoxifen-N-oxide (Tam-N-oxide), and the E, Z, and Z' isomers of endoxifen and 4-OH-Tam. Known standards were used to identify each metabolite/isomer. Quantitation of these metabolites in plasma was linear from 0.6 to 2000 nM. Intra- and inter-assay reproducibilities were 0.2-8.4% and 0.6-6.3%, respectively. Accuracy determined by spike experiments with known standards was 86-103%. Endoxifen, 4-OH-Tam, and their isomers were stable in fresh frozen plasma for ≥6 months. This method provides the first sensitive, specific, accurate, and reproducible quantitation of Tam and its metabolite isomers for monitoring Tam-treated breast cancer patients.


Subject(s)
Tamoxifen/isolation & purification , Chromatography, Liquid , Humans , Isomerism , Selective Estrogen Receptor Modulators/isolation & purification , Tamoxifen/analysis , Tamoxifen/metabolism , Tandem Mass Spectrometry
9.
Pharmacogenomics ; 10(8): 1243-55, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19663669

ABSTRACT

AIMS: Although the frequencies of pharmacogenetic variants differ among racial groups, most pharmacogenetic algorithms for genotype-guided warfarin dosing only include two CYP2C9 alleles (*2 and *3) and a single VKORC1 allele (g.-1639G>A or g.1173C>T) commonly found among Caucasians. Therefore, this study sought to identify other CYP2C9 and VKORC1 alleles important in warfarin dose variability and to determine their frequencies in different racial and ethnic groups. MATERIALS & METHODS: The CYP2C9 and VKORC1 genes were sequenced in selected sensitive (< 21 mg/week) and resistant (> 49 mg/week) individuals with discrepant therapeutic and algorithm-predicted warfarin doses based on prior CYP2C9 and VKORC1 genotyping. The CYP2C9 and VKORC1 allele frequencies were determined in healthy, racially self-identified blood donors. RESULTS: Sequencing identified an African-American male with a lower than predicted therapeutic warfarin dose (14.4 mg/week), previously genotyped as CYP2C9*1/*1, who was homozygous for CYP2C9*8 (c.449G>A; p.R150H). Genotyping 600 African-American alleles identified CYP2C9*8 as their most frequent variant CYP2C9 allele (0.047), and the combined allele frequency of CYP2C9*2, *3, *5, *6, *8 and *11 was 0.133. Given most warfarin pharmacogenetic dosing algorithms only include CYP2C9*2 and *3, the inclusion of CYP2C9*8 alone could reclassify the predicted metabolic phenotypes of almost 10% of African-Americans, or when combined with CYP2C9*5, *6 and *11, more than 15%. In addition, the African-American VKORC1 g.-1639A allele frequency was 0.108 and three g.1331G>A (p.V66M) carriers were identified. CONCLUSIONS: CYP2C9*8 is prevalent among African-Americans ( approximately 1 in 11 individuals). Thus, in this racial group, the incorporation of CYP2C9*8 into genotyping panels may improve dose prediction of CYP2C9-metabolized drugs, including warfarin.


Subject(s)
Anticoagulants/administration & dosage , Aryl Hydrocarbon Hydroxylases/genetics , Black or African American/genetics , Pharmacogenetics , Polymorphism, Genetic , Warfarin/administration & dosage , Algorithms , Anticoagulants/pharmacokinetics , Base Sequence , Cohort Studies , Cytochrome P-450 CYP2C9 , Dose-Response Relationship, Drug , Gene Frequency , Homozygote , Humans , International Normalized Ratio , Mixed Function Oxygenases/genetics , Molecular Sequence Data , Predictive Value of Tests , Vitamin K Epoxide Reductases , Warfarin/pharmacokinetics
10.
Expert Rev Proteomics ; 5(3): 445-55, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18532912

ABSTRACT

Discovery of better biomarkers for diagnosis, prognosis and therapy-response prediction is the most critical task of a scientific quest aimed at developing novel, tailormade therapies for patients with cancer. Consequently, a proteome-wide analysis, in addition to genomic studies, is an absolute requirement for a complete functional understanding of tumor biology. Ultra-sensitive, high-performance Fourier-transform ion-cyclotron resonance (FTICR) mass spectrometry (MS) currently holds an important role in fulfilling the demands of biomarker discovery. In this review, we describe the applicability of FTICR-MS for breast cancer proteomics, particularly for the analysis of complex protein mixtures obtained from a limited number of cells typically available from clinical specimens.


Subject(s)
Breast Neoplasms/metabolism , Mass Spectrometry/methods , Proteomics , Breast Neoplasms/pathology , Chromatography, High Pressure Liquid , Cyclotrons , Electrophoresis, Gel, Two-Dimensional , Fourier Analysis
11.
Pharmacogenet Genomics ; 17(7): 529-38, 2007 Jul.
Article in English | MEDLINE | ID: mdl-17558308

ABSTRACT

OBJECTIVES: Outcome and survival in anthracycline-based and cyclophosphamide/methotrexate/5-fluorouracil-based chemotherapy of invasive breast cancer are unpredictable. Insights into treatment prediction are expected from studies searching for an association between genetic polymorphisms and treatment outcome effects. A common feature of treatment with chemoreagents is therapeutically induced DNA damage. Therefore, we tested the hypothesis of a relationship between event-free survival and genotype distributions of seven polymorphic DNA repair enzymes and four cell cycle regulators. BASIC METHODS: This case-case comparison included 180 patients with primary invasive breast cancer diagnosed between 1986 and 2000 and subjected to adjuvant chemotherapy (anthracycline/cyclophosphamide or cyclophosphamide/methotrexate/5-fluorouracil). Ninety-two patients were reported without recurrence and 88 were reported with recurrences or dead. Median clinical follow-up was 61.7 months. Constitutional DNA isolated from archived tissues was genotyped at 19 loci by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. Statistical analyses included adjusted risk estimates, Kaplan-Meier analyses, Cox proportional hazard model, and permutation testing. MAIN RESULTS: Carriers of the XRCC1_1196_AA genotype had a reduced risk for recurrence/death (odds ratio adjusted 0.19; 95% confidence interval: 0.06-0.61), which was observed in survival analyses of all patients (P=0.003) and patients treated with chemotherapy but not radiotherapy (P=0.006). Multivariate analysis confirmed XRCC1 as a potential treatment predictor (hazard ratio 0.62; 95% confidence interval: 0.43-0.89). The result was stable upon permutation testing. No other significant associations were observed. CONCLUSION: The DNA repair enzyme XRCC1 is a potential treatment predictor for the outcome and survival of anthracycline and cyclophosphamide/methotrexate/5-fluorouracil-based chemotherapy of invasive breast cancer.


Subject(s)
Antineoplastic Agents/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , DNA Repair/genetics , DNA-Binding Proteins/genetics , Anthracyclines/therapeutic use , Breast Neoplasms/enzymology , Chemotherapy, Adjuvant , Disease-Free Survival , Female , Fluorouracil/therapeutic use , Haplotypes , Humans , Methotrexate/therapeutic use , Pharmacogenetics , Polymorphism, Single Nucleotide , Retrospective Studies , X-ray Repair Cross Complementing Protein 1
12.
J Neurol ; 254(2): 154-9, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17318713

ABSTRACT

The potential role of microbiological factors such as Chlamydia pneumoniae (ChP) in the pathogenesis of neurodegenerative disorders, including Alzheimer's disease (AD) and vascular dementia (VD), has been suggested, but the correctness of this hypothesis still needs to be tested. In this study the appearance of ChP in the cerebrospinal fluid (CSF) of 57 AD and 21 VD patients and in 47 controls (CG) as well as the influence of ChP on the levels of tau protein and Abeta42 were investigated. The frequency of ChP occurrence in the AD patient group (43.9%) was significantly higher (p < 0.001) than in the control group (10.6%). In the case of VD patients, 9.5% of this group was positive for ChP. The presence of ChP DNA in the CSF of patients with AD significantly increases the occurrence of this disease (odds ratio = 7.21). Cerebrospinal fluid Abeta42 levels were significantly lower in patients with AD than in the CG (p < 0.001). Cerebrospinal tau protein was significantly higher in AD vs. CG (p = 0.007). However, no relationships between the presence of the bacterium in CSF and the level of either tau or Abeta42 protein were observed. In conclusion, we may suspect that testing for the presence of ChP in CSF, along with the tau and Abeta42 markers, may be used in the clinic diagnosis of AD.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Amyloid beta-Peptides/cerebrospinal fluid , Chlamydophila pneumoniae/isolation & purification , Dementia, Vascular/cerebrospinal fluid , Peptide Fragments/cerebrospinal fluid , tau Proteins/cerebrospinal fluid , Aged , Aged, 80 and over , Chi-Square Distribution , Female , Humans , Male , Odds Ratio
13.
Hum Mutat ; 25(3): 232-8, 2005 Mar.
Article in English | MEDLINE | ID: mdl-15706592

ABSTRACT

Formalin-fixed paraffin-embedded tissues (FFPET) from archived clinical samples provide an invaluable source for large-scale molecular genetic studies. Pharmacogenetic investigations that require long-term clinical follow-up data of patients may particularly benefit from FFPET analysis. Matrix assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) and TaqMan-based (Thermus aquaticus polymerase) methodologies have become standard genotyping procedures. However, no data are available on the applicability of MALDI-TOF MS to the genotyping of low quality DNA, as it is usually obtained from FFPET, and data from TaqMan genotyping are limited. We isolated constitutional DNA from 274 FFPET samples (229 patients with breast cancer and 45 patients with benign breast diseases) and genotyped 15 polymorphic loci in 10 genes. Nine SNPs were genotyped by MALDI-TOF MS, and six were genotyped by the TaqMan methodology. We established rates for successful allele assignment for all FFPET, for FFPET prepared prior to 1990, and for FFPET prepared post-1990. Both methodologies showed high success rates ranging between 70.9 and 99.6% (mean: 91.8%) for MALDI-TOF MS and between 82.3 and 97.7% (mean: 91.0%) for TaqMan genotyping. No significant differences in genotyping performances for FFPET prepared prior to 1990 or post-1990 were observed. With the exception of one, all other genotype frequencies were in Hardy-Weinberg equilibrium. Furthermore, genotype frequencies matched those observed in a German breast cancer population and other Caucasian populations. Our study shows for the first time that MALDI-TOF MS and TaqMan genotyping procedures provide reliable data, and are therefore applicable in studies that require large scale FFPET genotyping.


Subject(s)
DNA Mutational Analysis/methods , DNA/genetics , Nucleic Acid Hybridization/methods , Polymerase Chain Reaction , Polymorphism, Single Nucleotide , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Tissue Fixation , Alleles , Breast Diseases/genetics , Breast Diseases/pathology , Breast Neoplasms/genetics , Breast Neoplasms/pathology , DNA/isolation & purification , DNA, Neoplasm/genetics , DNA, Neoplasm/isolation & purification , Female , Formaldehyde , Genotype , Humans , Neoplasm Proteins/genetics , Paraffin Embedding , Taq Polymerase
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