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1.
Front Cardiovasc Med ; 11: 1335527, 2024.
Article in English | MEDLINE | ID: mdl-38586174

ABSTRACT

Background: Precision medicine in paediatric cardiac channelopathy and cardiomyopathy has a rapid advancement over the past years. Compared to conventional gene panel and exome-based testing, whole genome sequencing (WGS) offers additional coverage at the promoter, intronic regions and the mitochondrial genome. However, the data on use of WGS to evaluate the genetic cause of these cardiovascular conditions in children and adolescents are limited. Methods: In a tertiary paediatric cardiology center, we recruited all patients diagnosed with cardiac channelopathy and cardiomyopathy between the ages of 0 and 18 years old, who had negative genetic findings with prior gene panel or exome-based testing. After genetic counselling, blood samples were collected from the subjects and both their parents for WGS analysis. Results: A total of 31 patients (11 cardiac channelopathy and 20 cardiomyopathy) were recruited. Four intronic splice-site variants were identified in three cardiomyopathy patients, which were not identified in previous whole exome sequencing. These included a pathogenic variant in TAFAZZIN:c.284+5G>A (Barth syndrome), a variant of unknown significance (VUS) in MYBPC3:c.1224-80G>A and 2 compound heterozygous LP variants in LZTR1 (LZTR1:c.1943-256C>T and LZTR1:c1261-3C>G) in a patient with clinical features of RASopathy. There was an additional diagnostic yield of 1.94% using WGS for identification of intronic variants, on top of conventional gene testing. Conclusion: WGS plays a role in identifying additional intronic splice-site variants in paediatric patients with isolated cardiomyopathy. With the demonstrated low extra yield of WGS albeit its ability to provide potential clinically important information, WGS should be considered in selected paediatric cases of cardiac channelopathy and cardiomyopathy in a cost-effective manner.

2.
Am J Med Genet A ; : e63616, 2024 Mar 29.
Article in English | MEDLINE | ID: mdl-38551204

ABSTRACT

Multicentric carpotarsal osteolysis syndrome (MCTO) is a rare skeletal disorder characterized by progressive osteolysis involving the carpal and tarsal bones, and often associated with nephropathy. It is caused by heterozygous mutation in the MAF bZIP transcription factor B (MAFB) gene. Heterogeneous clinical manifestation and wide spectrum of disease severity have been observed in patients with MCTO. Here, we report a case of a male patient who presented with kidney failure in childhood with progressive disabling skeletal deformity. He was diagnosed with MCTO at 31-years-old, where a de novo pathogenic heterozygous variant in NM_005461.5:c.212C>A: p.(Pro71His) of the MAFB gene was identified. While there has been little data on the long-term prognosis and life expectancy of this disease, this case report sheds light on the debilitating disease course with multiple significant morbidities of a patient with MCTO throughout his lifetime of 33 years.

3.
BMJ Case Rep ; 17(3)2024 Mar 04.
Article in English | MEDLINE | ID: mdl-38442972

ABSTRACT

A newborn baby born at 34 weeks and 5 days gestation was admitted for prematurity, dysmorphic features and congenital heart defects. Antenatal scan at 21 weeks showed a large-for-gestational-age foetus with a large abdominal circumference and liver, ventricular septal defect, right prominent renal pelvis and echogenic bowel. Antenatal genetic tests for overgrowth syndromes were negative. The mother had early onset pre-eclampsia. After birth, an overgrowth syndrome was still suspected despite the baby having normal birth parameters. Raw data of the trio whole exome sequencing from the amniocentesis sample were manually inspected. Hemizygous exon 7 deletion in the GPC3 gene was found, and a postnatal diagnosis of Simpson-Golabi-Behmel syndrome, a rare overgrowth syndrome, was made. This case report discusses the significance of antenatal findings, an atypical presentation of a rare syndrome and the obstacles of diagnostic genetic testing.


Subject(s)
Genetic Diseases, X-Linked , Gigantism , Heart Defects, Congenital , Intellectual Disability , Female , Humans , Infant, Newborn , Pregnancy , Arrhythmias, Cardiac , Genetic Diseases, X-Linked/diagnosis , Genetic Diseases, X-Linked/genetics , Gigantism/diagnosis , Gigantism/genetics , Glypicans/genetics , Heart Defects, Congenital/diagnosis , Heart Defects, Congenital/genetics
4.
Hum Genomics ; 17(1): 91, 2023 Oct 05.
Article in English | MEDLINE | ID: mdl-37798624

ABSTRACT

Mosaicism refers to the presence of two or more populations of genetically distinct cells within an individual, all of which originate from a single zygote. Previous literature estimated the percentage of parental mosaicism ranged from 0.33 to 25.9%. In this study, parents whose children had previously been diagnosed with developmental disorders with an apparent de novo variant were recruited. Peripheral blood, buccal and semen samples were collected from these parents if available for the detection of potential parental mosaicism using droplet digital PCR, complemented with the method of blocker displacement amplification. Among the 20 families being analyzed, we report four families with parental mosaicism (4/20, 20%). Two families have maternal gonosomal mosaicism (EYA1 and EBF3) and one family has paternal gonadal mosaicism (CHD7) with a pathogenic/ likely pathogenic variant. One family has a paternal gonosomal mosaicism with a variant of uncertain significance (FLNC) with high clinical relevance. The detectable variant allele frequency in our cohort ranged from 8.7-35.9%, limit of detection 0.08-0.16% based on our in-house EBF3 assay. Detecting parental mosaicism not only informs family with a more accurate recurrence risk, but also facilitates medical teams to create appropriate plans for pregnancy and delivery, offering the most suitable care.


Subject(s)
Mosaicism , Parents , Child , Pregnancy , Female , Humans , Pedigree , Alleles , High-Throughput Nucleotide Sequencing , Mutation , Transcription Factors
6.
Healthcare (Basel) ; 10(12)2022 Dec 13.
Article in English | MEDLINE | ID: mdl-36554045

ABSTRACT

Fetal structural congenital abnormalities (SCAs) complicate 2-3% of all pregnancies. Whole-exome sequencing (WES) has been increasingly adopted prenatally when karyotyping and chromosomal microarray do not yield a diagnosis. This is a retrospective cohort study of 104 fetuses with SCAs identified on antenatal ultrasound in Hong Kong, where whole exome sequencing is performed. Molecular diagnosis was obtained in 25 of the 104 fetuses (24%). The highest diagnostic rate was found in fetuses with multiple SCAs (29.2%), particularly those with involvement of the cardiac and musculoskeletal systems. Variants of uncertain significance were detected in 8 out of the 104 fetuses (7.7%). Our study shows the utility of WES in the prenatal setting, and the extended use of the technology would be recommended in addition to conventional genetic workup.

7.
NPJ Genom Med ; 7(1): 74, 2022 Dec 28.
Article in English | MEDLINE | ID: mdl-36577754

ABSTRACT

RNA sequencing (RNA-seq) is emerging in genetic diagnoses as it provides functional support for the interpretation of variants of uncertain significance. However, the use of amniotic fluid (AF) cells for RNA-seq has not yet been explored. Here, we examined the expression of clinically relevant genes in AF cells (n = 48) compared with whole blood and fibroblasts. The number of well-expressed genes in AF cells was comparable to that in fibroblasts and much higher than that in blood across different disease categories. We found AF cells RNA-seq feasible and beneficial in prenatal diagnosis (n = 4) as transcriptomic data elucidated the molecular consequence leading to the pathogenicity upgrade of variants in CHD7 and COL1A2 and revising the in silico prediction of a variant in MYRF. AF cells RNA-seq could become a reasonable choice for postnatal patients with advantages over fibroblasts and blood as it prevents invasive procedures.

8.
Front Genet ; 13: 933381, 2022.
Article in English | MEDLINE | ID: mdl-36003331

ABSTRACT

Bronchiectasis is the abnormal dilation of the airway which may be caused by various etiologies in children. Beyond the more recognized cause of bacterial and viral infections and primary immunodeficiencies, other genetic conditions such as cystic fibrosis and primary ciliary dyskinesia (PCD) can also contribute to the disease. Currently, there is still debate on whether genome sequencing (GS) or exome sequencing reanalysis (rES) would be beneficial if the initial targeted testing results returned negative. This study aims to provide a back-to-back comparison between rES and GS to explore the best integrated approach for the functional and genetics evaluation for patients referred for assessment of bronchiectasis. In phase 1, an initial 60 patients were analyzed by exome sequencing (ES) with one additional individual recruited later as an affected sibling for ES. Functional evaluation of the nasal nitric oxide test, transmission electron microscopy, and high-speed video microscopy were also conducted when possible. In phase 2, GS was performed on 30 selected cases with trio samples available. To provide a back-to-back comparison, two teams of genome analysts were alternatively allocated to GS or rES and were blinded to each other's analysis. The time for bioinformatics, analysis, and diagnostic utility was recorded for evaluation. ES revealed five positive diagnoses (5/60, 8.3%) in phase 1, and four additional diagnoses were made by rES and GS (4/30, 13%) during phase 2. Subsequently, one additional positive diagnosis was identified in a sibling by ES and an overall diagnostic yield of 10/61 (16.4%) was reached. Among those patients with a clinical suspicion of PCD (n = 31/61), the diagnostic yield was 26% (n = 8/31). While GS did not increase the diagnostic yield, we showed that a variant of uncertain significance could only be detected by GS due to improved coverage over ES and hence is a potential benefit for GS in the future. We show that genetic testing is an essential component for the diagnosis of early-onset bronchiectasis and is most effective when used in combination with functional tools such as TEM or HSVM. Our comparison of rES vs. GS suggests that rES and GS are comparable in clinical diagnosis.

9.
NPJ Genom Med ; 7(1): 23, 2022 Mar 21.
Article in English | MEDLINE | ID: mdl-35314707

ABSTRACT

Traditional carrier screening has been utilized for the detection of carriers of genetic disorders. Since a comprehensive assessment of the carrier frequencies of recessive conditions in the Southern Chinese population is not yet available, we performed a secondary analysis on the spectrum and carrier status for 315 genes causing autosomal recessive disorders in 1543 Southern Chinese individuals with next-generation sequencing data, 1116 with exome sequencing and 427 with genome sequencing data. Our data revealed that 1 in 2 people (47.8% of the population) was a carrier for one or more recessive conditions, and 1 in 12 individuals (8.30% of the population) was a carrier for treatable inherited conditions. In alignment with current American College of Obstetricians and Gynecologists (ACOG) pan-ethnic carrier recommendations, 1 in 26 individuals were identified as carriers of cystic fibrosis, thalassemia, and spinal muscular atrophy in the Southern Chinese population. When the >1% expanded carrier screening rate recommendation by ACOG was used, 11 diseases were found to meet the criteria in the Southern Chinese population. Approximately 1 in 3 individuals (35.5% of the population) were carriers of these 11 conditions. If the 1 in 200 carrier frequency threshold is used, and additional seven genes would meet the criteria, and 2 in 5 individuals (38.7% of the population) would be detected as a carrier. This study provides a comprehensive catalogue of the carrier spectrum and frequency in the Southern Chinese population and can serve as a reference for careful evaluation of the conditions to be included in expanded carrier screening for Southern Chinese people.

10.
Clin Dysmorphol ; 31(3): 113-124, 2022 Jul 01.
Article in English | MEDLINE | ID: mdl-35256561

ABSTRACT

Mosaicism refers to the coexistence of two or more genetically distinct cell populations in an individual from a single fertilized egg. We performed a retrospective analysis of all patients diagnosed with mosaic disorders between 2010 and 2021 in a university-affiliated genetics clinic, which attends to territory-wide genetic consultations. All patients with confirmed mosaic diagnoses through reproductive (n = 6), prenatal (n = 24), and postnatal (n = 53) testing were examined. We observed that mosaic 45, X (n = 31) and PIK3CA-related overgrowth spectrum (n = 16) disorders were among the most prevalent diagnoses in the clinic, and the total percentage of patients with mosaicism in our cohort was 2.0% (83/4157). A review of the diagnostic journey highlights the challenge in diagnosing mosaic disorders, whereby 38% of the subjects required more than one test sample, and 52% of the cases required more than one orthogonal method of detection to reach the correct diagnosis. While detection of mosaicism is passive through routine clinical testing, for example karyotyping in reproductive and prenatal care, in postnatal care, clinicians can more actively drive the detection of mosaicism. Therefore, we recommend a low threshold for additional genetic testing in suspected mosaicism for more accurate diagnosis and counselling.


Subject(s)
Genetic Testing , Mosaicism , Female , Genetic Testing/methods , Humans , Karyotyping , Pregnancy , Retrospective Studies , Universities
11.
Int J Infect Dis ; 107: 59-61, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33872781

ABSTRACT

We report this rare case of cerebral phaeohyphomycosis in a previously healthy Chinese boy, who was found to have caspase recruitment domain family member 9 (CARD9) deficiency. Initial radiological features suggested a neoplastic cerebral lesion, while histopathological examination supplemented by internal transcribed sequencing (ITS) of cerebral tissue confirmed the diagnosis of phaeohyphomycosis. He was treated with intravenous (IV) liposomal amphotericin B and voriconazole, guided by plasma and cerebrospinal fluid (CSF) level monitoring at drug initiation. At the 1 year follow-up, the patient demonstrated near complete neurological and radiological recovery.


Subject(s)
Candidiasis, Chronic Mucocutaneous/diagnosis , Cerebral Phaeohyphomycosis/diagnosis , Administration, Intravenous , Amphotericin B/administration & dosage , Antifungal Agents/administration & dosage , CARD Signaling Adaptor Proteins/genetics , Candidiasis, Chronic Mucocutaneous/drug therapy , Cerebral Phaeohyphomycosis/drug therapy , Cerebral Phaeohyphomycosis/microbiology , Cerebral Phaeohyphomycosis/surgery , Child , China , Humans , Male , Mutation, Missense , Radiography/methods , Treatment Outcome , Voriconazole/administration & dosage
12.
PLoS Genet ; 17(2): e1009323, 2021 02.
Article in English | MEDLINE | ID: mdl-33600428

ABSTRACT

Preemptive pharmacogenetic testing has the potential to improve drug dosing by providing point-of-care patient genotype information. Nonetheless, its implementation in the Chinese population is limited by the lack of population-wide data. In this study, secondary analysis of exome sequencing data was conducted to study pharmacogenomics in 1116 Hong Kong Chinese. We aimed to identify the spectrum of actionable pharmacogenetic variants and rare, predicted deleterious variants that are potentially actionable in Hong Kong Chinese, and to estimate the proportion of dispensed drugs that may potentially benefit from genotype-guided prescription. The projected preemptive pharmacogenetic testing prescription impact was evaluated based on the patient prescription data of the public healthcare system in 2019, serving 7.5 million people. Twenty-nine actionable pharmacogenetic variants/ alleles were identified in our cohort. Nearly all (99.6%) subjects carried at least one actionable pharmacogenetic variant, whereas 93.5% of subjects harbored at least one rare deleterious pharmacogenetic variant. Based on the prescription data in 2019, 13.4% of the Hong Kong population was prescribed with drugs with pharmacogenetic clinical practice guideline recommendations. The total expenditure on actionable drugs was 33,520,000 USD, and it was estimated that 8,219,000 USD (24.5%) worth of drugs were prescribed to patients with an implicated actionable phenotype. Secondary use of exome sequencing data for pharmacogenetic analysis is feasible, and preemptive pharmacogenetic testing has the potential to support prescription decisions in the Hong Kong Chinese population.


Subject(s)
Exome Sequencing/methods , Pharmacogenetics/methods , Pharmacogenomic Variants/genetics , Prescriptions/statistics & numerical data , Alleles , Asian People/genetics , Cohort Studies , Gene Frequency , Genotype , Hong Kong , Humans , Pharmacogenetics/statistics & numerical data , Pharmacogenomic Testing/methods , Pharmacogenomic Testing/statistics & numerical data , Phenotype , Reproducibility of Results
13.
J Hum Genet ; 66(6): 637-641, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33223521

ABSTRACT

The use of exome and genome sequencing has increased rapidly nowadays. After primary analysis, further analysis can be performed to identify secondary findings that offer medical benefit for patient care. Multiple studies have been performed to evaluate secondary findings in different ethnicities. However, relevant data are limited in Chinese. Here, with the use of a cohort consisted of 1116 Hong Kong Chinese exome sequencing data, we evaluated the secondary findings in the 59 genes recommended by the American College of Medical Genetics and Genomics. Fifteen unique pathogenic or likely pathogenic variants in 17 individuals were identified, representing a frequency of 1.52% in our cohort. Although 20 individuals harboured pathogenic or likely pathogenic variants in recessive conditions, none carried bi-allelic mutations in the same gene. Our finding was in accordance with the estimation from the American College of Medical Genetics and Genomics that about 1% individuals harbour secondary findings.


Subject(s)
Exome Sequencing , Genetic Predisposition to Disease , Genetic Testing , Genomics , Adolescent , Adult , Alleles , Child , China/epidemiology , Exome , Female , Genetic Variation/genetics , Genome, Human/genetics , Hong Kong/epidemiology , Humans , Incidental Findings , Male , Middle Aged , Mutation/genetics , Young Adult
14.
Article in English | MEDLINE | ID: mdl-32368312

ABSTRACT

BACKGROUND: Understanding the genetic basis of cancer risk is a major international endeavor. The emergence of next-generation sequencing (NGS) in late 2000's has further accelerated the discovery of many cancer susceptibility genes. The use of targeted NGS-based multigene testing panels to provide comprehensive analysis of cancer susceptible genes has proven to be a viable option, with the accurate and robust detection of a wide range of clinically relevant variants in the targeted genes being crucial. METHODS: We have developed and validated a targeted NGS-based test for hereditary cancer risk assessment using Illumina's NGS platform by analyzing the protein-coding regions of 35 hereditary cancer genes with a bioinformatics pipeline that utilizes standard practices in the field. This 35-gene hereditary cancer panel is designed to identify germline cancer-causing mutations for 8 different cancers: breast, ovarian, prostate, uterine, colorectal, pancreatic, stomach cancers and melanoma. The panel was validated using well-characterized DNA specimens [NIGMS Human Genetic Cell Repository], where DNA had been extracted using blood of individuals whose genetic variants had been previously characterized by the 1000 Genome Project and the Coriell Catalog. RESULTS: The 35-gene hereditary cancer panel shows high sensitivity (99.9%) and specificity (100%) across 4820 variants including single nucleotide variants (SNVs) and small insertions and deletions (indel; up to 25 bp). The reproducibility and repeatability are 99.8 and 100%, respectively. CONCLUSIONS: The use of targeted NGS-based multigene testing panels to provide comprehensive analysis of cancer susceptible genes has been considered a viable option. In the present study, we developed and validated a 35-gene panel for testing 8 common cancers using next-generation sequencing (NGS). The performance of our hereditary cancer panel is assessed across a board range of variants in the 35 genes to support clinical use.

15.
Am J Med Genet A ; 182(6): 1329-1335, 2020 06.
Article in English | MEDLINE | ID: mdl-32198975

ABSTRACT

Marfan Syndrome (MFS) is an autosomal dominant connective tissue disorder with a wide range of severities. Ninety-five percent of MFS probands have a mutation in the fibrillin-1 gene (FBN1); however, there are a high number of unique mutations complicating attempts at establishing any phenotype-genotype correlations for this disease (Tiecke et al., European Journal of Human Genetics, 2001, 9, 13-21). One of the few extant genotype-phenotype correlations is in exon 24-32 which have been associated with a severe pediatric presentation of neonatal MFS with predominately cardiovascular symptoms. We present a 24-year-old male patient with a heterozygous de novo variant NM_000138.4: c.3037G>A (p.G1013R) located in exon 25 of the FBN1 gene. The patient was found to have dysplastic mitral and tricuspid valves with dilated aortic root at 9 months of age. This is a notable case in that the location of this patient's mutation and his age of symptom onset would indicate a guarded prognosis. Further, this mutation, FBN1 G1013R, has been reported in the literature in four other unrelated patients all of whom presented at a young age with cardiac involvement and all of whom had relative longevity when compared to other patients with mutations in this exon 24-32 hot spot. These findings may represent a more specific genotype-phenotype correlation within this mutational hot spot.


Subject(s)
Cardiovascular Abnormalities/genetics , Connective Tissue Diseases/genetics , Fibrillin-1/genetics , Marfan Syndrome/genetics , Adult , Cardiovascular Abnormalities/complications , Cardiovascular Abnormalities/pathology , Child , Connective Tissue Diseases/complications , Connective Tissue Diseases/pathology , Fibrillins/genetics , Genetic Association Studies , Genotype , Heterozygote , Humans , Male , Marfan Syndrome/complications , Marfan Syndrome/pathology , Mutation , Young Adult
16.
Lancet Reg Health West Pac ; 1: 100001, 2020 Aug.
Article in English | MEDLINE | ID: mdl-34327338

ABSTRACT

BACKGROUND: Rapid whole-exome sequencing (rWES) offers the potential for early diagnosis-predicated precision medicine. Previous evidence focused predominantly on infants from the intensive care unit (ICU). This study sought to examine the diagnostic and clinical utility, and the economic impact on clinical management of rWES in patients beyond infancy and ICU setting. METHODS: rWES was performed on a prospective cohort of patients with suspected monogenic disorder referred from territory-wide paediatric ICUs and non-ICUs in Hong Kong urging for rapid genetic diagnosis. All eligible families were invited. We aimed to achieve a rapid turnaround time (TAT) of 14 days. Clinical utility and costs associated with clinical management were assessed in diagnosed cases. Actual quantitative changes in healthcare utilisation were compared with a counterfactual diagnostic trajectory and/or with matched historical control whenever possible. FINDINGS: rWES were offered to 102 families and 32/102 (31%) patients received a molecular diagnosis, with a median TAT of 11 days. Clinical management changed in 28 of 32 diagnosed patients (88%), including but not limited to modifications in treatment, avoidance of surgeries, and informing decisions on redirection of care. Cost analysis was performed in eight patients. rWES was estimated to reduce hospital length of stay by 566 days and decrease healthcare costs by HKD$8,044,250 (GBP£796,460) for these eight patients. The net cost-savings after inclusion of rWES costs were estimated to be HKD$5,325,187 (GBP£527,246). INTERPRETATION: This study replicates the diagnostic capacity and rapid TAT of rWES in predominantly Chinese patients, and demonstrates diagnosis-predicated precision medicine and net healthcare savings. Findings were corroborated by evidence from multinational cohorts, combined as part of a meta-analysis. rWES merits consideration as a first-tier diagnostic tool for patients with urgent needs in the clinical setting. FUNDING: Health and Medical Research Fund, HKU Seed Fund for Basic Research, The Society for the Relief of Disabled Children, and Edward and Yolanda Wong Fund.

17.
J Infect Dis ; 206(3): 341-51, 2012 Aug 01.
Article in English | MEDLINE | ID: mdl-22615319

ABSTRACT

A scarlet fever outbreak occurred in Hong Kong in 2011. The majority of cases resulted in the isolation of Streptococcus pyogenes emm12 with multiple antibiotic resistances. Phylogenetic analysis of 22 emm12 scarlet fever outbreak isolates, 7 temporally and geographically matched emm12 non-scarlet fever isolates, and 18 emm12 strains isolated during 2005-2010 indicated the outbreak was multiclonal. Genome sequencing of 2 nonclonal scarlet fever isolates (HKU16 and HKU30), coupled with diagnostic polymerase chain reaction assays, identified 2 mobile genetic elements distributed across the major lineages: a 64.9-kb integrative and conjugative element encoding tetracycline and macrolide resistance and a 46.4-kb prophage encoding superantigens SSA and SpeC and the DNase Spd1. Phenotypic comparison of HKU16 and HKU30 with the S. pyogenes M1T1 strain 5448 revealed that HKU16 displays increased adherence to HEp-2 human epithelial cells, whereas HKU16, HKU30, and 5448 exhibit equivalent resistance to neutrophils and virulence in a humanized plasminogen murine model. However, in contrast to M1T1, the virulence of HKU16 and HKU30 was not associated with covRS mutation. The multiclonal nature of the emm12 scarlet fever isolates suggests that factors such as mobile genetic elements, environmental factors, and host immune status may have contributed to the 2011 scarlet fever outbreak.


Subject(s)
Disease Outbreaks , Scarlet Fever/epidemiology , Scarlet Fever/microbiology , Streptococcus pyogenes/classification , Streptococcus pyogenes/genetics , Adolescent , Adult , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Child , Child, Preschool , Female , Gene Expression Profiling , Gene Expression Regulation, Bacterial/physiology , Genome, Bacterial , Genomics , Hong Kong/epidemiology , Humans , Infant , Interspersed Repetitive Sequences , Male , Middle Aged , Molecular Epidemiology , Phenotype , Phylogeny , Streptococcus pyogenes/drug effects
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