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2.
PLoS One ; 13(8): e0201041, 2018.
Article in English | MEDLINE | ID: mdl-30091983

ABSTRACT

Although intellectual disability is one of the major indications for genetic counselling, there are no homogenous diagnostic algorithms for molecular testing. While whole exome sequencing is increasingly applied, we questioned whether analyzing a partial exome, enriched for genes associated with Mendelian disorders, might be a valid alternative approach that yields similar detection rates but requires less sequencing capacities. Within this context 106 patients with different intellectual disability forms were analyzed for mutations in 4.813 genes after pre-exclusion of copy number variations by array-CGH. Subsequent variant interpretation was performed in accordance with the ACMG guidelines. By this, a molecular diagnosis was established in 34% of cases and candidate mutations were identified in additional 24% of patients. Detection rates of causative mutations were above 30%, regardless of further symptoms, except for patients with seizures (23%). We did not detect an advantage from partial exome sequencing for patients with severe intellectual disability (36%) as compared to those with mild intellectual disability (44%). Specific clinical diagnoses pre-existed for 20 patients. Of these, 5 could be confirmed and an additional 6 cases could be solved, but showed mutations in other genes than initially suspected. In conclusion partial exome sequencing solved >30% of intellectual disability cases, which is similar to published rates obtained by whole exome sequencing. The approach therefore proved to be a valid alternative to whole exome sequencing for molecular diagnostics in this cohort. The method proved equally suitable for both syndromic and non-syndromic intellectual disability forms of all severity grades.


Subject(s)
Developmental Disabilities/diagnosis , Developmental Disabilities/genetics , Exome Sequencing/methods , Exome/genetics , Abnormalities, Multiple/genetics , Child , Cohort Studies , DNA Mutational Analysis , Female , Genes, Recessive , Genetic Variation , Humans , Intellectual Disability/genetics , Male , Mutation , Nervous System Malformations/genetics , Phenotype , Pregnancy , Sequence Analysis, DNA , Syndrome
3.
Am J Med Genet A ; 173(9): 2545-2550, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28777483

ABSTRACT

Mutations in DLG3 are a rare cause of non-syndromic X-linked intellectual disability (XLID) (MRX90, OMIM *300189). Only ten DLG3 mutations have been reported to date. The majority of female heterozygous mutation carriers was healthy and had random X-inactivation patterns. We report on an XLID family with a novel DLG3 mutation. The 12-year-old male index patient had moderate intellectual disability (ID) and dysmorphic features. The mutation was also present in four female relatives. A maternal aunt had moderate ID and significantly skewed X-inactivation favorably inactivating the normal DLG3 allele. The proband's healthy mother also had skewed X-inactivation but in the opposite direction (i.e., inactivation of the mutated allele). Two other female relatives had intermediate cognitive phenotypes and random X-inactivation. This family broadens the mutational and phenotypical spectrum of DLG3-associated XLID and demonstrates that heterozygous female mutation carriers can be as severely affected as males. Reports of additional families will be needed to elucidate the causes of unfavorable skewing in female XLID patients.


Subject(s)
Genetic Diseases, X-Linked/genetics , Intellectual Disability/genetics , Mental Retardation, X-Linked/genetics , Nuclear Proteins/genetics , Transcription Factors/genetics , Chromosomes, Human, X/genetics , Female , Genetic Diseases, X-Linked/physiopathology , Heterozygote , Humans , Intellectual Disability/physiopathology , Male , Mental Retardation, X-Linked/physiopathology , Mutation , Pedigree , X Chromosome Inactivation/genetics
4.
Eur J Med Genet ; 60(11): 572-577, 2017 Nov.
Article in English | MEDLINE | ID: mdl-28807866

ABSTRACT

INTRODUCTION: The clinical implications of genetic variants in BRCA1/2 in healthy and affected individuals are considerable. Variant interpretation, however, is especially challenging for missense variants. The majority of them are classified as variants of unknown clinical significance (VUS). Computational (in-silico) predictive programs are easy to access, but represent only one tool out of a wide range of complemental approaches to classify VUS. With this single-center study, we aimed to evaluate the impact of in-silico analyses in a spectrum of different BRCA1/2 missense variants. METHODS: We conducted mutation analysis of BRCA1/2 in 523 index patients with suspected hereditary breast and ovarian cancer (HBOC). Classification of the genetic variants was performed according to the German Consortium (GC)-HBOC database. Additionally, all missense variants were classified by the following three in-silico prediction tools: SIFT, Mutation Taster (MT2) and PolyPhen2 (PPH2). RESULTS: Overall 201 different variants, 68 of which constituted missense variants were ranked as pathogenic, neutral, or unknown. The classification of missense variants by in-silico tools resulted in a higher amount of pathogenic mutations (25% vs. 13.2%) compared to the GC-HBOC-classification. Altogether, more than fifty percent (38/68, 55.9%) of missense variants were ranked differently. Sensitivity of in-silico-tools for mutation prediction was 88.9% (PPH2), 100% (SIFT) and 100% (MT2). CONCLUSION: We found a relevant discrepancy in variant classification by using in-silico prediction tools, resulting in potential overestimation and/or underestimation of cancer risk. More reliable, notably gene-specific, prediction tools and functional tests are needed to improve clinical counseling.


Subject(s)
BRCA1 Protein/genetics , BRCA2 Protein/genetics , Breast Neoplasms/genetics , Computer Simulation , Genetic Testing/methods , Mutation, Missense , Ovarian Neoplasms/genetics , Breast Neoplasms/diagnosis , Female , Humans , Ovarian Neoplasms/diagnosis , Predictive Value of Tests
5.
Clin Dysmorphol ; 26(4): 205-208, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28562391

ABSTRACT

Pierpont syndrome (OMIM #602342) is a rare disorder characterized by developmental delay, characteristic facial gestalt, hearing loss, and abnormal fat distribution in the distal limbs. A specific mutation in TBL1XR1 [c.1337A>G; p.(Tyr446Cys)] has been described recently in six unrelated patients with Pierpont syndrome. We report on a male child with developmental delay, distinctive facial dysmorphic features, dystrophy, and abnormal fat distribution in the feet, in whom we identified the identical TBL1XR1 mutation. This patient also had additional clinical features including microphthalmia, pendular nystagmus, cryptorchidism, dermal sinus, and peripheral joint laxity, which had not been reported previously in association with Pierpont syndrome. This patient corroborates the assumption that Pierpont syndrome is exclusively caused by the specific TBL1XR1 missense mutation p.(Tyr446Cys) and the additional features broaden the phenotypic spectrum of this rare disorder.


Subject(s)
Abnormalities, Multiple/pathology , Child, Preschool , Humans , Infant , Infant, Newborn , Male , Syndrome
6.
Hum Mol Genet ; 26(15): 2923-2932, 2017 08 01.
Article in English | MEDLINE | ID: mdl-28472301

ABSTRACT

CACNA1D encodes the pore-forming α1-subunit of Cav1.3, an L-type voltage-gated Ca2+-channel. Despite the recent discovery of two de novo missense gain-of-function mutations in Cav1.3 in two individuals with autism spectrum disorder (ASD) and intellectual disability CACNA1D has not been considered a prominent ASD-risk gene in large scale genetic analyses, since such studies primarily focus on likely-disruptive genetic variants. Here we report the discovery and characterization of a third de novo missense mutation in CACNA1D (V401L) in a patient with ASD and epilepsy. For the functional characterization we introduced mutation V401L into two major C-terminal long and short Cav1.3 splice variants, expressed wild-type or mutant channel complexes in tsA-201 cells and performed whole-cell patch-clamp recordings. Mutation V401L, localized within the channel's activation gate, significantly enhanced current densities, shifted voltage dependence of activation and inactivation to more negative voltages and reduced channel inactivation in both Cav1.3 splice variants. Altogether, these gating changes are expected to result in enhanced Ca2+-influx through the channel, thus representing a strong gain-of-function phenotype. Additionally, we also found that mutant channels retained full sensitivity towards the clinically available Ca2+ -channel blocker isradipine. Our findings strengthen the evidence for CACNA1D as a novel candidate autism risk gene and encourage experimental therapy with available channel-blockers for this mutation. The additional presence of seizures and neurological abnormalities in our patient define a novel phenotype partially overlapping with symptoms in two individuals with PASNA (congenital primary aldosteronism, seizures and neurological abnormalities) caused by similar Cav1.3 gain-of-function mutations.


Subject(s)
Autism Spectrum Disorder/genetics , Calcium Channels, L-Type/genetics , Calcium Channels, L-Type/metabolism , Child , Epilepsy/genetics , Epilepsy/metabolism , Gain of Function Mutation/genetics , Humans , Ion Channel Gating/physiology , Male , Mutation , Mutation, Missense , Patch-Clamp Techniques , Seizures/genetics
7.
J Med Genet ; 54(7): 502-510, 2017 07.
Article in English | MEDLINE | ID: mdl-28270404

ABSTRACT

BACKGROUND: Congenital anomalies of the kidney and urinary tract (CAKUT) represent a significant healthcare burden since it is the primary cause of chronic kidney in children. CNVs represent a recurrent molecular cause of CAKUT but the culprit gene remains often elusive. Our study aimed to define the gene responsible for CAKUT in patients with an 1q23.3q24.1 microdeletion. METHODS: We describe eight patients presenting with CAKUT carrying an 1q23.3q24.1 microdeletion as identified by chromosomal microarray analysis (CMA). Clinical features were collected, especially the renal and urinary tract phenotype, and extrarenal features. We characterised PBX1 expression and localisation in fetal and adult kidneys using quantitative RT-PCR and immunohistochemistry. RESULTS: We defined a 276-kb minimal common region (MCR) that only overlaps with the PBX1 gene. All eight patients presented with syndromic CAKUT. CAKUT were mostly bilateral renal hypoplasia (75%). The most frequent extrarenal symptoms were developmental delay and ear malformations. We demonstrate that PBX1 is strongly expressed in fetal kidneys and brain and expression levels decreased in adult samples. In control fetal kidneys, PBX1 was localised in nuclei of medullary, interstitial and mesenchymal cells, whereas it was present in endothelial cells in adult kidneys. CONCLUSIONS: Our results indicate that PBX1 haploinsufficiency leads to syndromic CAKUT as supported by the Pbx1-null mice model. Correct PBX1 dosage appears to be critical for normal nephrogenesis and seems important for brain development in humans. CMA should be recommended in cases of fetal renal anomalies to improve genetic counselling and pregnancy management.


Subject(s)
Haploinsufficiency/genetics , Pre-B-Cell Leukemia Transcription Factor 1/genetics , Urogenital Abnormalities/genetics , Vesico-Ureteral Reflux/genetics , Child , Child, Preschool , Female , Fetus/metabolism , Genome, Human , Humans , Infant , Kidney/abnormalities , Kidney/embryology , Kidney/metabolism , Kidney/pathology , Male , Syndrome
8.
Arch Gynecol Obstet ; 295(5): 1227-1238, 2017 May.
Article in English | MEDLINE | ID: mdl-28324225

ABSTRACT

BACKGROUND: Determination of mutation status of BRCA1 and BRCA2 has become part of the clinical routine. However, the spectrum of genetic variants differs between populations. The aim of this study was to deliver a comprehensive description of all detected variants. METHODS: In families fulfilling one of the German Consortium for Hereditary Breast and Ovarian Cancer (GC-HBOC) criteria for genetic testing, one affected was chosen for analysis. DNA of blood lymphocytes was amplified by PCR and prescreened by DHPLC. Aberrant fragments were sequenced. All coding exons and splice sites of BRCA1 and BRCA2 were analyzed. Screening for large rearrangements in both genes was performed by MLPA. RESULTS: Of 523 index patients, 121 (23.1%) were found to carry a pathogenic or likely pathogenic (class 4/5) mutation. A variant of unknown significance (VUS) was detected in 73/523 patients (13.9%). Two mutations p.Gln1756Profs*74 and p.Cys61Gly comprised 42.3% (n = 33/78) of all detected pathogenic mutations in BRCA1. Most of the other mutations were unique mutations. The most frequently detected mutation in BRCA2 was p.Val1283Lys (13.9%; n = 6/43). Altogether, 101 different neutral genetic variants were counted in BRCA1 (n = 35) and in BRCA2 (n = 66). CONCLUSION: The two most frequently detected mutations are founder mutations in Poland and Czech Republic. More similarities seem to be shared with our direct neighbor countries compared to other European countries. For comparison of the extended genotype, a shared database is needed.


Subject(s)
Breast Neoplasms/genetics , Genes, BRCA1 , Genes, BRCA2 , Mutation , Ovarian Neoplasms/genetics , BRCA1 Protein/genetics , BRCA2 Protein/genetics , Female , Humans
9.
Breast Cancer Res Treat ; 159(3): 585-90, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27581129

ABSTRACT

PURPOSE: Detection of predisposing copy number variants (CNV) in 330 families affected with hereditary breast and ovarian cancer (HBOC). METHODS: In order to complement mutation detection with Illumina's TruSight Cancer panel, we designed a customized high-resolution 8 × 60k array for CGH (aCGH) that covers all 94 genes from the panel. RESULTS: Copy number variants with immediate clinical relevance were detected in 12 families (3.6%). Besides 3 known CNVs in CHEK2, RAD51C, and BRCA1, we identified 3 novel pathogenic CNVs in BRCA1 (deletion of exons 4-13, deletion of exons 12-18) and ATM (deletion exons 57-63) plus an intragenic duplication of BRCA2 (exons 3-11) and an intronic BRCA1 variant with unknown pathogenicity. The precision of high-resolution aCGH enabled straight forward breakpoint amplification of a BRCA1 deletion which subsequently allowed for fast and economic CNV verification in family members of the index patient. Furthermore, we used our aCGH data to validate an algorithm that was able to detect all identified copy number changes from next-generation sequencing (NGS) data. CONCLUSIONS: Copy number detection is a mandatory analysis in HBOC families at least if no predisposing mutations were found by sequencing. Currently, high-resolution array CGH is our first choice of method of analysis due to unmatched detection precision. Although it seems possible to detect CNV from sequencing data, there currently is no satisfying tool to do so in a routine diagnostic setting.


Subject(s)
Breast Neoplasms/genetics , Chromosome Breakpoints , Comparative Genomic Hybridization/methods , DNA Copy Number Variations , Ovarian Neoplasms/genetics , Chromosome Mapping , Female , Genetic Predisposition to Disease , Germ-Line Mutation , High-Throughput Nucleotide Sequencing , Humans , Sequence Analysis, DNA
10.
PLoS Genet ; 12(8): e1006248, 2016 08.
Article in English | MEDLINE | ID: mdl-27504877

ABSTRACT

The increasing application of gene panels for familial cancer susceptibility disorders will probably lead to an increased proposal of susceptibility gene candidates. Using ERCC2 DNA repair gene as an example, we show that proof of a possible role in cancer susceptibility requires a detailed dissection and characterization of the underlying mutations for genes with diverse cellular functions (in this case mainly DNA repair and basic cellular transcription). In case of ERCC2, panel sequencing of 1345 index cases from 587 German, 405 Lithuanian and 353 Czech families with breast and ovarian cancer (BC/OC) predisposition revealed 25 mutations (3 frameshift, 2 splice-affecting, 20 missense), all absent or very rare in the ExAC database. While 16 mutations were unique, 9 mutations showed up repeatedly with population-specific appearance. Ten out of eleven mutations that were tested exemplarily in cell-based functional assays exert diminished excision repair efficiency and/or decreased transcriptional activation capability. In order to provide evidence for BC/OC predisposition, we performed familial segregation analyses and screened ethnically matching controls. However, unlike the recently published RECQL example, none of our recurrent ERCC2 mutations showed convincing co-segregation with BC/OC or significant overrepresentation in the BC/OC cohort. Interestingly, we detected that some deleterious founder mutations had an unexpectedly high frequency of > 1% in the corresponding populations, suggesting that either homozygous carriers are not clinically recognized or homozygosity for these mutations is embryonically lethal. In conclusion, we provide a useful resource on the mutational landscape of ERCC2 mutations in hereditary BC/OC patients and, as our key finding, we demonstrate the complexity of correct interpretation for the discovery of "bonafide" breast cancer susceptibility genes.


Subject(s)
Breast Neoplasms/genetics , Genetic Predisposition to Disease , Ovarian Neoplasms/genetics , Xeroderma Pigmentosum Group D Protein/genetics , Breast Neoplasms/pathology , DNA Repair/genetics , Female , Germ-Line Mutation , Heterozygote , Humans , Mutation, Missense , Ovarian Neoplasms/pathology , Xeroderma Pigmentosum Group D Protein/chemistry
11.
Am J Med Genet A ; 170(9): 2394-9, 2016 09.
Article in English | MEDLINE | ID: mdl-27255444

ABSTRACT

Interstitial deletions including chromosome region 1q23.3q24.1 are rare. Only eight patients with molecularly characterized deletions have been reported to date. Their phenotype included intellectual disability/developmental delay, growth retardation, microcephaly, congenital heart disease, and renal malformations. We report on a female patient with mild developmental delay, congenital heart disease, and bilateral renal hypoplasia in whom an interstitial de novo deletion of approximately 2.7 Mb in 1q23.3q24.1 was detected by array CGH. This is the smallest deletion described in this region so far. Genotype-phenotype comparison with previously published patients allowed us to propose LMX1A and RXRG as potential candidate genes for intellectual disability, PBX1 as a probable candidate gene for renal malformation, and enabled us to narrow down a chromosome region associated with microcephaly. © 2016 Wiley Periodicals, Inc.


Subject(s)
Chromosome Deletion , Chromosomes, Human, Pair 1 , Chromosomes, Human, Pair 3 , Heart Defects, Congenital/genetics , Intellectual Disability/genetics , Kidney/abnormalities , Phenotype , Abnormalities, Multiple/genetics , Child, Preschool , Comparative Genomic Hybridization , Developmental Disabilities/genetics , Echocardiography , Facies , Female , Genetic Association Studies , Heart Defects, Congenital/diagnosis , Humans , In Situ Hybridization, Fluorescence , Intellectual Disability/diagnosis , Ultrasonography
13.
Neuropediatrics ; 47(3): 182-6, 2016 Jun.
Article in English | MEDLINE | ID: mdl-26951492

ABSTRACT

Primary microcephaly and severe developmental delay are complex but unspecific signs pointing to various genetic or acquired diseases. A concomitant finding of hematological failure may lead to the differential diagnosis of rare genetic diseases such as chromosome breakage disorders or diseases associated with telomere dysfunction. X-linked Hoyeraal-Hreidarsson syndrome (HHS) is a rare heterogenic disorder characterized by severe neurological impairment and progressive bone marrow failure. The latter represents the main cause of mortality, usually in early childhood. We report on the clinical course of an infant with HHS due to a novel mutation in the DKC1 gene and the particular finding of pontocerebellar hypoplasia.


Subject(s)
Anemia, Aplastic/genetics , Bone Marrow Diseases/genetics , Cell Cycle Proteins/genetics , Cerebellar Diseases/genetics , Dyskeratosis Congenita/genetics , Fetal Growth Retardation/genetics , Hemoglobinuria, Paroxysmal/genetics , Intellectual Disability/genetics , Microcephaly/genetics , Nuclear Proteins/genetics , Bone Marrow Failure Disorders , Cerebellar Diseases/diagnostic imaging , Dyskeratosis Congenita/diagnostic imaging , Fatal Outcome , Fetal Growth Retardation/diagnostic imaging , Humans , Infant , Intellectual Disability/diagnostic imaging , Magnetic Resonance Imaging , Male , Microcephaly/diagnostic imaging , Mutation
14.
Am J Med Genet A ; 170A(4): 1080-5, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26799614

ABSTRACT

Osteogenesis imperfecta (OI) and Ehlers-Danlos syndrome (EDS) are variable genetic disorders that overlap in different ways [Cole 1993; Grahame 1999]. Here, we describe a boy presenting with severe muscular hypotonia, multiple fractures, and joint hyperflexibility, features that are compatible with mild OI and hypermobility type EDS, respectively. By whole exome sequencing, we identified both a COL1A1 mutation (c.4006-1G > A) inherited from the patient's mildly affected mother and biallelic missense variants in TNXB (p.Val1213Ile, p.Gly2592Ser). Analysis of cDNA showed that the COL1A1 splice site mutation led to intron retention causing a frameshift (p.Phe1336Valfs*72). Type 1 collagen secretion by the patient's skin fibroblasts was reduced. Immunostaining of a muscle biopsy obtained from the patient revealed a clear reduction of tenascin-X in the extracellular matrix compared to a healthy control. These findings imply that the combination of the COL1A1 mutation with the TNXB variants might cause the patient's unique phenotype.


Subject(s)
Collagen Type I/genetics , Ehlers-Danlos Syndrome/diagnosis , Ehlers-Danlos Syndrome/genetics , Heterozygote , Mutation , Osteogenesis Imperfecta/diagnosis , Osteogenesis Imperfecta/genetics , Phenotype , Tenascin/genetics , Alleles , Collagen Type I/metabolism , Collagen Type I, alpha 1 Chain , DNA Mutational Analysis , Exome , High-Throughput Nucleotide Sequencing , Humans , Immunohistochemistry , Infant , Male , Pedigree
15.
Am J Med Genet A ; 167A(11): 2800-7, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26334553

ABSTRACT

Interstitial deletions on the long arm of chromosome six have been described for several regions including 6q16, 6q22.1, and 6q21q22.1, and with variable phenotypes such as intellectual disability/developmental delay, growth retardation, major and minor facial anomalies. However, an isolated microdeletion of the sub-band 6q22.33 has not been reported so far and thus, no information about the specific phenotype associated with such a copy number variant is available. Here, we define the clinical picture of an isolated 6q22.33 microdeletion based on the phenotype of six members of one family with loss of approximately 1 Mb in this region. Main clinical features include mild intellectual disability and behavioral abnormalities as well as microcephaly, heart defect, and cleft lip and palate.


Subject(s)
Abnormalities, Multiple/genetics , Behavior , Chromosome Deletion , Chromosomes, Human, Pair 6/genetics , Intellectual Disability/complications , Intellectual Disability/genetics , Adult , Child , Child, Preschool , Facies , Family , Female , Humans , Infant , Infant, Newborn , Male , Pedigree
16.
Breast Cancer Res Treat ; 152(1): 129-136, 2015 Jul.
Article in English | MEDLINE | ID: mdl-26022348

ABSTRACT

Multi-gene panels are used to identify genetic causes of hereditary breast and ovarian cancer (HBOC) in large patient cohorts. This study compares the diagnostic workflow in two centers and gives valuable insights into different next-generation sequencing (NGS) strategies. Moreover, we present data from 620 patients sequenced at both centers. Both sequencing centers are part of the German consortium for hereditary breast and ovarian cancer (GC-HBOC). All 620 patients included in this study were selected following standard BRCA1/2 testing guidelines. A set of 10 sequenced genes was analyzed per patient. Twelve samples were exchanged and sequenced at both centers. NGS results were highly concordant in 12 exchanged samples (205/206 variants = 99.51 %). One non-pathogenic variant was missed at center B due to a sequencing gap (no technical coverage). The custom enrichment at center B was optimized during this study; for example, the average number of missing bases was reduced by a factor of four (vers. 1: 1939.41, vers. 4: 506.01 bp). There were no sequencing gaps at center A, but four CCDS exons were not included in the enrichment. Pathogenic mutations were found in 12.10 % (75/620) of all patients: 4.84 % (30/620) in BRCA1, 4.35 % in BRCA2 (27/620), 0.97 % in CHEK2 (6/620), 0.65 % in ATM (4/620), 0.48 % in CDH1 (3/620), 0.32 % in PALB2 (2/620), 0.32 % in NBN (2/620), and 0.16 % in TP53 (1/620). NGS diagnostics for HBOC-related genes is robust, cost effective, and the method of choice for genetic testing in large cohorts. Adding 8 genes to standard BRCA1- and BRCA2-testing increased the mutation detection rate by one-third.


Subject(s)
Genetic Testing/methods , Genetic Testing/standards , Hereditary Breast and Ovarian Cancer Syndrome/diagnosis , Hereditary Breast and Ovarian Cancer Syndrome/genetics , Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Computational Biology/methods , Computational Biology/standards , DNA Mutational Analysis/standards , DNA Mutational Analysis/trends , Female , Genomics/methods , Genomics/standards , High-Throughput Nucleotide Sequencing , Humans , Mutation , Reproducibility of Results
17.
Sci Transl Med ; 6(252): 252ra123, 2014 Sep 03.
Article in English | MEDLINE | ID: mdl-25186178

ABSTRACT

Less than half of patients with suspected genetic disease receive a molecular diagnosis. We have therefore integrated next-generation sequencing (NGS), bioinformatics, and clinical data into an effective diagnostic workflow. We used variants in the 2741 established Mendelian disease genes [the disease-associated genome (DAG)] to develop a targeted enrichment DAG panel (7.1 Mb), which achieves a coverage of 20-fold or better for 98% of bases. Furthermore, we established a computational method [Phenotypic Interpretation of eXomes (PhenIX)] that evaluated and ranked variants based on pathogenicity and semantic similarity of patients' phenotype described by Human Phenotype Ontology (HPO) terms to those of 3991 Mendelian diseases. In computer simulations, ranking genes based on the variant score put the true gene in first place less than 5% of the time; PhenIX placed the correct gene in first place more than 86% of the time. In a retrospective test of PhenIX on 52 patients with previously identified mutations and known diagnoses, the correct gene achieved a mean rank of 2.1. In a prospective study on 40 individuals without a diagnosis, PhenIX analysis enabled a diagnosis in 11 cases (28%, at a mean rank of 2.4). Thus, the NGS of the DAG followed by phenotype-driven bioinformatic analysis allows quick and effective differential diagnostics in medical genetics.


Subject(s)
Computational Biology/methods , Genetic Diseases, Inborn/diagnosis , Genome, Human/genetics , Exome/genetics , Humans , Mutation , Phenotype , Prospective Studies , Reproducibility of Results , Retrospective Studies
18.
Anal Bioanal Chem ; 403(3): 727-35, 2012 May.
Article in English | MEDLINE | ID: mdl-22476784

ABSTRACT

Fourier transform infrared (FT-IR) spectroscopic imaging has been used to characterize different types of pituitary gland tumors and normal pituitary tissue. Freshly resected tumor tissue from surgery was prepared as thin cryosections and examined by FT-IR spectroscopic imaging. Tissue types were discriminated via k-means cluster analysis and a supervised classification algorithm based on linear discriminant analysis. Spectral classification allowed us to discriminate between tumor and non-tumor cells, as well as between tumor cells that produce human growth hormone (hGH+) and tumor cells that do not produce that hormone (hGH-). The spectral classification was compared and contrasted with a histological PAS and orange G stained image. It was further shown that hGH+ pituitary tumor cells show stronger amide bands than tumor cells that do not produce hGH. This study demonstrates that FT-IR spectroscopic imaging can not only potentially serve as a fast and objective approach for discriminating pituitary gland tumors from normal tissue, but that it can also detect hGH-producing tumor cells.


Subject(s)
Pituitary Gland/pathology , Pituitary Neoplasms/pathology , Spectroscopy, Fourier Transform Infrared/methods , Cluster Analysis , Human Growth Hormone/analysis , Humans , Multivariate Analysis , Pituitary Gland/chemistry , Pituitary Neoplasms/chemistry
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