Detect Copy Number Research Articles

A novel approach to detecting microduplication in split hand/foot malformation type 3 at the single-cell level: SHFM as a case study

BackgroundSplit hand/foot malformation (SHFM) is a congenital limb deficiency characterized by missing or shortened central digits. Several gene loci have been associated with SHFM. Identifying microduplications at the single-cell level is challenging in clinical practice, and traditional detection methods may lead to misdiagnoses in embryos and pregnant women.ResultsIn this research, we utilized a low cell count and whole-genome amplification products to employ single nucleotide polymorphism arrays, next-generation sequencing, and third-generation sequencing methods to detect copy number variants of microduplications in a SHFM3 case with limited DNA. Additionally, Karyomapping and combined linkage analysis were conducted to validate the results.ConclusionsThis study establishes a new strategy for identifying microduplications or microdeletions at the single-cell level in clinical preimplantation genetic testing, enhancing the efficiency and accuracy of diagnosing microduplication or microdeletion diseases during IVF-PGT and prenatal diagnosis.

Genetic analysis using next-generation sequencing and multiplex ligation probe amplification in Chinese aniridia patients

BackgroundCongenital aniridia is a rare pan-ocular disease characterized by complete irideremia, partial iridocoloboma. The progressive nature of aniridia is frequently accompanied by secondary ocular complications such as glaucoma and aniridia-associated keratopathy, which can lead to severely impaired vision or blindness. The genetic basis of aniridia has been the subject of numerous studies, leading to the development of innovative therapeutic options based on PAX6 nonsense mutations. Specific knowledge of the genetics of aniridia has become increasingly important. To report the clinical features, elucidate the genetic etiology, and reveal the mutational spectrum of congenital aniridia in the Chinese population, sixty patients with congenital aniridia from 51 families were recruited. Candidate genes associated with developmental eye diseases were identified and analyzed using panel-based next-generation sequencing (NGS), and mutations were confirmed through polymerase chain reaction and Sanger sequencing. Multiplex ligation probe amplification (MLPA) of PAX6 and FOXC1 was performed to detect copy number variations in the patients without intragenic mutations.ResultsClinical examination revealed complete iris hypoplasia in 58 patients and partial iris hypoplasia in two patients. Additionally, two patients were diagnosed with Wilms’ tumor-aniridia-genital anomalies-retardation syndrome and nephroblastoma. By combining panel-based NGS and MLPA, 43 intragenic mutations or deletions of PAX6, FOXC1, and BCOR were identified in 59 patients, including 33 point mutations (76.7%) in 43 patients and 10 deletions (23.3%) in 16 patients. The total detection rate was 98.3%. Phenotypic variation was observed between and within families.ConclusionsVariations in PAX6 and its adjacent regions were the predominant causes of aniridia in China. In addition to intragenic point mutations in PAX6, deletion of PAX6 or its adjacent genes is a common cause of congenital aniridia. Furthermore, FOXC1 is an important gene associated with congenital aniridia. The combination of panel-based NGS and MLPA significantly enhanced the detection rate of gene mutations in patients with congenital aniridia.

Droplet Hi-C enables scalable, single-cell profiling of chromatin architecture in heterogeneous tissues.

Current methods for analyzing chromatin architecture are not readily scalable to heterogeneous tissues. Here we introduce Droplet Hi-C, which uses a commercial microfluidic device for high-throughput, single-cell chromatin conformation profiling in droplets. Using Droplet Hi-C, we mapped the chromatin architecture of the mouse cortex and analyzed gene regulatory programs in major cortical cell types. In addition, we used this technique to detect copy number variations, structural variations and extrachromosomal DNA in human glioblastoma, colorectal and blood cancer cells, revealing clonal dynamics and other oncogenic events during treatment. We refined the technique to allow joint profiling of chromatin architecture and transcriptome in single cells, facilitating exploration of the links between chromatin architecture and gene expression in both normal tissues and tumors. Thus, Droplet Hi-C both addresses critical gaps in chromatin analysis of heterogeneous tissues and enhances understanding of gene regulation.

An automated commercial open access assay for detection of Mycoplasma genitalium macrolide resistance.

Azithromycin, a macrolide antibioticum, is the first-line treatment for Mycoplasma genitalium (MG), but resistant MG is an increasing problem. Macrolide resistance-mediated mutations (MRM) has been linked to point mutations in region V of the MG 23S rRNA gene. We have evaluated an open access analyzer (Panther Fusion, Hologic Inc) for detectability of MRM (mutations A2071G and A2072G) and MG wild type (WT) in clinical samples. Also, the agreement of the Panther Fusion assay results with a corresponding established In-house MRM-WT PCR (ABI 7500) was calculated. Left over material from 55 clinical samples positive for MG by the Aptima test (Hologic) based on transcription-mediated amplification (TMA), collected from January to February 2023 in Region Skåne, Sweden, was analyzed. Specific amplification curves were generated for positive controls of MG mutations (A2071G and A2072G) and WT by the Panther Fusion assay. The limit of detection (LOD) was 5.3 copies/mL for WT, 8.1 copies/mL for mutation A2071G, and 81 copies/mL for mutation A2072G. The overall concordance was 91% between the Panther Fusion and the In-house PCR (Kappa 0.621, 95% CI; 0.327-0.914) for detection of WT or MRM in MG-positive clinical samples. The Panther Fusion detected MRM in 20% (11/55) and WT in 62% (34/55) of the samples. The corresponding In-house PCR results were 25% (14/55) and 65% (36/55). In summary, the Panther Fusion assay demonstrated detection of low copy number of MRM and WT of MG. Among clinical samples substantial agreement between the Panther Fusion and In-house PCR results was observed. Integrating MG-analysis (TMA) and MRM-WT assay on the Panther platform could make MRM testing more readily available. However, the Panther Fusion had a lower success rate (82% vs 90%) for macrolide susceptibility testing, hence testing with a complementary method should be considered for samples where neither WT nor MRM MG are detectable.

12279 Molecular Strategy And Genetic Characterization Of A Large Cohort Of Pediatric Patients With Hereditary Hypophosphatemic Rickets: Advantages Of Next Generation Sequencing

Abstract Disclosure: N. Perez Garrido: None. P. Ramirez: None. G.L. Viterbo: None. M. del Pino: None. S. Abbate: None. N.I. Saraco: None. F. Tesan: None. M. Ciaccio: None. V. Fano: None. A. Belgorosky: None. R. Marino: None. Background: Hereditary hypophosphatemic rickets (HHR) is a group of rare disorders characterized by renal phosphate wasting and impairment of vitamin D metabolism. Different genetic defects can cause HHR, although they share similar clinical, radiological and biochemical features. Dominant X-linked HR (XLHR) is the most frequent form (1/ 20,000) caused by inactivating variants in PHEX gene. As affected individuals present with a broad phenotypic spectrum next generation sequencing (NGS) represent a useful tool for molecular diagnosis characterization. Aim: To report a molecular strategy and genetic characterization of a large cohort of pediatric patients with HHR followed in a single tertiary institution. Patients and Methods: We analyzed 77 affected patients from 60 non related families (and 58 parents) sent to our laboratory for molecular genetic testing under suspicion of HHR based on clinical, radiological and laboratory studies.In patients without hypercalciuria, Sanger sequencing of PHEX gene was initially performed. In female cases in which no alteration was detected, MLPA analysis was used to detect copy number variations. A group of patients with no proven variations in PHEX gene and those with hypercalciuria were analyzed using a NGS custom panel including 14 related genes. Results: Of the total 60 non related cases a pathogenic variant was found in 52 (87%). Regarding PHEX gene analysis, a pathogenic variant was found in 48/60 (80%), 27 were sporadic and 21 familial cases. Forty-one different pathogenic variants were found (5 gross deletions, 13 nonsense, 9 frameshift, 5 splice-site and 9 missense) distributed throughout the gene with higher prevalence from exon 15 to 22. 18/41 (44%) of variants were novel. RNA analysis was performed in 2 novel splice variants (c.849G>A-p.Glu283Glu and c.1586+6T>A) in which an abnormal splicing was confirmed.We found a pathogenic variant in 5/9 cases analyzed by NGS. Three of them in SLC34A3 gene (2 homozygous, 1 compound heterozygous), 1 in ENPP1 gene (compound heterozygous) and 1 in PHEX gene non-detected by Sanger sequencing. Discussion: This molecular strategy, along with a careful clinical and biochemical selection of patients, allowed us to perform genetic diagnosis in 87 % of non-related families. This study reports 21 novel pathogenic variants and it shows the greatest genetic characterization in pediatric HHR patients in Argentine population. The results obtained confirmed that PHEX is the most responsible gene for HHR phenotype, as previously described. By NGS, less common forms of rickets could be detected. Among them, the most frequent was HHR with hypercalciuria due to recessive mutations in SLC34A3 gene. NGS studies represent a useful tool, especially in those complex cases, to reach an accurate diagnosis, and they contribute to improve long term follow up of patients and genetic counseling. Presentation: 6/2/2024

Review of the technology used for structural characterization of the GMO genome using NGS data

The molecular characterization of genetically modified organisms (GMOs) is essential for ensuring safety and gaining regulatory approval for commercialization. According to CODEX standards, this characterization involves evaluating the presence of introduced genes, insertion sites, copy number, and nucleotide sequence structure. Advances in technology have led to the increased use of next-generation sequencing (NGS) over traditional methods such as Southern blotting. While both methods provide high reproducibility and accuracy, Southern blotting is labor-intensive and time-consuming due to the need for repetitive probe design and analyses for each target, resulting in low throughput. Conversely, NGS facilitates rapid and comprehensive analysis by mapping whole-genome sequencing (WGS) data to plasmid sequences, accurately identifying T-DNA insertion sites and flanking regions. This advantage allows for efficient detection of T-DNA presence, copy number, and unintended gene insertions without additional probe work. This paper reviews the current status of GMO genome characterization using NGS and proposes more efficient strategies for this purpose.

TA CLONING PARTIAL ALBUMIN GENE AND ITS TEST FOR SUPPORTING PHARMACOGENOMIC DETECTION DEVELOPMENT

DNA recombinant technology is a tool that could support thedevelopment of pharmacogenomic detection such as for CYP2D6 copy number detection application. The housekeeping gene was identified as an internal control alternative for the copy number of the CYP2D6 detection component. There are many kinds of housekeeping genes, including albumin. In this report, we have successfully TA-cloned partial albumin to support the development of CYP2D6 copy number detection. TA-cloning was successfully confirmed with white-blue methods in media LB + ampicillin + IPTG + X-Gal and with colony PCR methods. Further, we made a standard curve with this recombinant plasmid to evaluate albumin qPCR efficiency and showed high-efficiency qPCR 0,9914 (99%). Based on the CYP2D6 copy number developed, the test in this study showed low concordance with high reproducibility Long PCR, indicating that the nucleotide base area of albuminand CYP2D6 in this studywas not recommended for CYP2D6 gene multiplication detection.

Mitochondrial dysfunction and oxidative stress in selective fetal growth restriction

IntroductionPlacental dysfunction is the primary cause of selective fetal growth restriction (sFGR), and the specific role of mitochondria remains unclear. This study aims to elucidate mitochondrial functional defects in sFGR placentas and explore the roles of mitochondrial genomic and epigenetic alterations in its pathogenesis. MethodsThe placental villi of MCDA twins with sFGR were collected and the morphology and number of mitochondria were observed by transmission electron microscopy. Meanwhile, the levels of reactive oxygen species (ROS), ATP and oxidative damage markers were assessed. Mitochondrial DNA (mtDNA) copy number detection, targeted sequencing and methylation sequencing were performed. The expression of placental cytochrome c oxidase subunit I (COX I) and mitochondrial long non-coding RNAs (lncRNAs) were evaluated by Western blotting and qPCR. ResultsCompared with placentae from normal fetuses, pronounced mitochondrial damage within cytotrophoblast was revealed in sFGR placentae, alongside augmented mitochondrial number in syncytiotrophoblast. Enhanced oxidative stress in these placentae was evidenced by elevated markers of oxidative damage, accompanied by increased ROS production and diminished ATP generation. In sFGR placentae, a notable rise in mitochondrial copy number and one heterozygous mutation in the MT-RNR2 gene were observed, along with decreased COX Ⅰ levels, increased lncND5, lncND6, lncCyt b, and MDL1 synthesis, and decreased RMRP synthesis. DiscussionFindings collectively confirmed an exacerbation of oxidative stress within sFGR placentae, coinciding with mitochondrial dysfunction, compromised energy production, and ultimately the failure of compensatory mechanisms to restore energy balance, which may result from mutations in the mitochondrial genome and abnormal expression of epigenetic regulatory genes.

Concurrent detection of the mitochondrial DNA copy number and the +35G/C polymorphism in the mitochondrial transcription factor A gene in endometriosis

Background and aimEndometriosis is a chronic gynecological inflammatory disease. The mitochondrial DNA copy number (mtDNA CN) and mitochondrial transcription factor A (TFAM) are known to contribute to human pathologies and cancer. Therefore, this study aims to reveal the association of mtDNA CN and TFAM+35G/C (rs1937) polymorphism with the risk of endometriosis in Egyptian females. Materials and methodsThis case-control study involved 160 Egyptian females divided into two groups: 80 endometriosis cases and 80 controls. The mtDNA CN was quantified using a real-time quantitative PCR (qPCR), and the TFAM +35G/C SNP (rs1937) was genotyped using the TaqMan allelic discrimination assay technique. ResultsThe mtDNA CN was markedly decreased in endometriosis cases compared to controls (P < 0. 001). TFAM rs1937 genotypes and allele distributions were all in Hardy-Weinberg equilibrium. The GC genotype and the ‘C’ allele frequency (P = 0.015 and P = 0.017, respectively) were substantially greater in endometriosis cases. ConclusionDecreased mtDNA CN and the GC genotype of TFAM +35G/C polymorphism were significantly associated with the risk of endometriosis in Egyptian females.

Genetic and clinical analysis of two children with microcephaly and mental retardation due to a frameshifting variant of CASK gene

To explore the clinical and genetic characteristics of two children with mental retardation and microcephaly. Two children who had visited the Anhui Children's Hospital respectively on March 12 and June 22, 2021 were selected as the study subjects. Peripheral venous blood samples were collected from them and their parents, and subjected to chromosomal karyotyping and whole exome sequencing analyses. Candidate variants were verified by Sanger sequencing and pathogenicity analysis. Chromosomal karyotyping and copy number detection of the two children had found no abnormality. Whole exome sequencing revealed that child 1 has harbored a c.471delT (p.Pro157Profs*9) frameshifting variant of the CASK gene, whilst child 2 has harbored a c.1259_1269delCTGAGAATAAC (p.Pro420fs*27) frameshifting variant of the CASK gene. Sanger sequencing confirmed that both variants were de novo in origin. Based on the guidelines from the American College of Medical Genetics and Genomics (ACMG) and the Association for Molecular Pathology (AMP), both variants were rated as pathogenic (PVS1+PS2+PP3). The de novo variants of the CASK gene probably underlay the pathogenesis of mental retardation and microcephaly in both children.

Improved allele-specific single-cell copy number estimation in low-coverage DNA-sequencing.

Advances in whole-genome single-cell DNA sequencing (scDNA-seq) have led to the development of numerous methods for detecting copy number aberrations (CNAs), a key driver of genetic heterogeneity in cancer. While most of these methods are limited to the inference of total copy number, some recent approaches now infer allele-specific CNAs using innovative techniques for estimating allele-frequencies in low coverage scDNA-seq data. However, these existing allele-specific methods are limited in their segmentation strategies, a crucial step in the CNA detection pipeline. We present SEACON (Single-cell Estimation of Allele-specific COpy Numbers), an allele-specific copy number profiler for scDNA-seq data. SEACON uses a Gaussian Mixture Model to identify latent copy number states and breakpoints between contiguous segments across cells, filters the segments for high-quality breakpoints using an ensemble technique, and adopts several strategies for tolerating noisy read-depth and allele frequency measurements. Using a wide array of both real and simulated datasets, we show that SEACON derives accurate copy numbers and surpasses existing approaches under numerous experimental conditions, and identify its strengths and weaknesses. SEACON is implemented in Python and is freely available open-source from https://github.com/NabaviLab/SEACON and https://doi.org/10.5281/zenodo.12727008.

A Droplet Digital Polymerase Chain Reaction-Based Tool to Aid in Melanoma Diagnosis.

Detecting copy number variations (CNVs) at certain loci can aid in the diagnosis of histologically ambiguous melanocytic neoplasms. Droplet digital polymerase chain reaction (ddPCR) is a rapid, automated, and inexpensive method for CNV detection in other cancers, but not yet melanoma. To evaluate the performance of a 4-gene ddPCR panel that simultaneously tests for ras responsive binding element protein 1 (RREB1) gain; cyclin-dependent kinase inhibitor 2A (CDKN2A) loss; MYC proto-oncogene, bHLH transcription factor (MYC) gain; and MYB proto-oncogene, transcription factor (MYB) loss in melanocytic neoplasms. One hundred sixty-four formalin-fixed, paraffin-embedded skin samples were used to develop the assay, of which 65 were used to evaluate its performance. Chromosomal microarray analysis (CMA) data were used as the gold standard. ddPCR demonstrated high concordance with CMA in detecting RREB1 gain (sensitivity, 86.7%; specificity, 88.9%), CDKN2A loss (sensitivity, 80%; specificity, 100%), MYC gain (sensitivity, 70%; specificity, 100%), and MYB loss (sensitivity, 71.4%; specificity, 100%). When one CNV was required to designate the test as positive, the 4-gene ddPCR panel distinguished nevi from melanomas with a sensitivity of 78.4% and a specificity of 71.4%. For reference, CMA had a sensitivity of 86.2% and a specificity of 78.6%. Our data also revealed interesting relationships with histology, namely (1) a positive correlation between RREB1 ddPCR copy number and degree of tumor progression; (2) a statistically significant correlation between MYC gain and nodular growth; and (3) a statistically significant correlation between MYB loss and a sheetlike pattern of growth. With further validation, ddPCR may aid both in our understanding of melanomagenesis and in the diagnosis of challenging melanocytic neoplasms.

Genomic Insights Into High-Grade Infarct-Associated Bone Sarcomas

Sarcomas rarely develop in bones previously compromised by infarcts. These infarct-associated sarcomas often present as undifferentiated pleomorphic sarcomas (UPS), and their genetic characteristics are poorly understood. High-grade UPS of bone are typically treated with a combination of surgery and chemotherapy, similar to osteosarcoma. We conducted a detailed clinicopathologic and genomic analysis of 6 cases of intraosseous sarcomas arising from histologically and radiographically confirmed bone infarcts. We analyzed 523 genes for sequence-level mutations using next-generation sequencing with the TruSight Oncology 500 panel and utilized whole-genome single nucleotide polymorphism Microarray (OncoScan CNV) to detect copy number alterations and loss of heterozygosity (LOH). Genomic instability was assessed through homologous recombination deficiency (HRD) metrics, incorporating LOH, telomeric allelic imbalance, and large-scale state transitions. Fluorescence in situ hybridization and immunohistochemistry validated the findings. The cohort included 3 men and 3 women, with a median age of 70 years, and tumors located in the femur and tibia. Five of the 6 patients developed distant metastases. Treatment involved surgery and chemotherapy or immune checkpoint inhibitors. Genomic analysis revealed significant complexity and high HRD scores, ranging from 32 to 57 (with a cutoff of 32). Chromosome 12 alterations, including segmental amplification or chromothripsis, were observed in 4 cases. Notably, MDM2 amplification, confirmed by fluorescence in situ hybridization, was detected in 2 cases. Homozygous deletion of CDKN2A/B was observed in all six cases. Tumor mutational burden levels ranged from 2.4 to 7.9 mutations per megabase. Notable pathogenic mutations included H3-3A mutations (p.G35R and p.G35W), and mutations in HRAS, DNMT3A, NF2, PIK3CA, POLE, and TP53, each in one case. These results suggest that high-grade infarct-associated sarcomas of bone, whereas sharing high levels of structural variations with osteosarcoma, may exhibit potentially less frequent TP53 mutations and more common CDKN2A/B deletions. This points to the possibility that the mutation spectrum and disrupted pathways could be distinct from conventional osteosarcoma.

Utility of genome sequencing in exome-negative pediatric patients with neurodevelopmental phenotypes.

Exome sequencing (ES) has emerged as an essential tool in the evaluation of neurodevelopmental disorders (NDD) of unknown etiology. Genome sequencing (GS) offers advantages over ES due to improved detection of structural, copy number, repeat number and non-coding variants. However, GS is less commonly utilized due to higher cost and more intense analysis. Here, we present nine cases of pediatric NDD that were molecularly diagnosed with GS between 2017 and 2022, following non-diagnostic ES. All individuals presented with global developmental delay or regression. Other features present in our cohort included epilepsy, white matter abnormalities, brain malformation and dysmorphic features. Two cases were diagnosed on GS due to newly described gene-disease relationship or variant reclassification (MAPK8IP3, CHD3). Additional features missed on ES that were later detected on GS were: intermediate-size deletions in three cases who underwent ES that were not validated for CNV detection, pathogenic variants within the non-protein coding genes SNORD118 and RNU7-1, pathogenic variant within the promoter region of GJB1, and a coding pathogenic variant within BCAP31 which was not sufficiently covered on ES. GS following non-diagnostic ES led to the identification of pathogenic variants in this cohort of nine cases, four of which would not have been identified by reanalysis alone.

Genome-wide association study reveals 2 copy number variations associated with the variation of plumage color in the white duck hybrid population

Plumage color is an intuitive external poultry characteristic with rich manifestations and complex genetic mechanisms. In our previous study, we observed that there were more dark variations in plumage color in the F2 population derived from the hybridization of 2 white duck varieties. Therefore, based on the statistics of plumage color of 308 F2 populations, we further used the resequencing data of these individuals to detect copy number variations (CNVs) in the whole genome and conducted genome-wide association studies (GWAS) to determine the genetic basis related to plumage color traits. The CNV detection revealed 9,337 CNVs, with an average length of 15,950 bp and a total length of 142.02 MB, accounting for approximately 12.91% of the reference genome. The CNV distribution on the chromosomes was relatively uniform, and the number of CNVs on each chromosome positively correlated with the length of the chromosome. In the pure black plumage group, 2,101 CNVs were only identified, and 1,714 were specifically identified in the pure white plumage group. Ten CNVs were randomly selected for validation using quantitative real-time PCR, and 9 CNVs had the same CNV types as predicted, with an accuracy of 90%. Based on GWAS, we identified 2 CNVs potentially associated with plumage color variations, with the associated CNV regions covering 9 genes. Enrichment analysis of these 9 candidate genes showed significant enrichment of 3 pathways (ribosome biogenesis in eukaryotes, RNA transport, and protein export) and 17 gene ontology terms. Among these, VWA5A can downregulate MITF by binding to the regulatory factors SOX10. The occurrence of CNV may indirectly contribute to duck plumage color variation by affecting the regulatory factors of the switch gene MITF in the melanogenesis pathway. These findings have improved the understanding of the genetic basis of duck plumage color variation and have been beneficial for developing and using plumage color traits in subsequent poultry breeding.

Low-pass whole genome sequencing as a cost-effective alternative to chromosomal microarray analysis for low- and middle-income countries.

Low-pass whole genome sequencing (LP-WGS) has been applied as alternative method to detect copy number variants (CNVs) in the clinical setting. Compared with chromosomal microarray analysis (CMA), the sequencing-based approach provides a similar resolution of CNV detection at a lower cost. In this study, we assessed the efficiency and reliability of LP-WGS as a more affordable alternative to CMA. A total of 1363 patients with unexplained neurodevelopmental delay/intellectual disability, autism spectrum disorders, and/or multiple congenital anomalies were enrolled. Those patients were referred from 15 nonprofit organizations and university centers located in different states in Brazil. The analysis of LP-WGS at 1x coverage (>50kb) revealed a positive testing result in 22% of the cases (304/1363), in which 219 and 85 correspond to pathogenic/likely pathogenic (P/LP) CNVs and variants of uncertain significance (VUS), respectively. The 16% (219/1363) diagnostic yield observed in our cohort is comparable to the 15%-20% reported for CMA in the literature. The use of commercial software, as demonstrated in this study, simplifies the implementation of the test in clinical settings. Particularly for countries like Brazil, where the cost of CMA presents a substantial barrier to most of the population, LP-WGS emerges as a cost-effective alternative for investigating copy number changes in cytogenetics.

Copy number variant detection using next-generation sequencing in EYS-associated retinitis pigmentosa.

Retinitis pigmentosa (RP) is the most common inherited retinal dystrophy and a major cause of blindness. RP is caused by several variants of multiple genes, and genetic diagnosis by identifying these variants is important for optimizing treatment and estimating patient prognosis. Next-generation sequencing (NGS), which is currently widely used for diagnosis, is considered useful but is known to have limitations in detecting copy number variations (CNVs). In this study, we re-evaluated CNVs in EYS, the main causative gene of RP, identified via NGS using multiplex ligation-dependent probe amplification (MLPA). CNVs were identified in NGS samples of eight patients. To identify potential CNVs, MLPA was also performed on samples from 42 patients who were undiagnosed by NGS but carried one of the five major pathogenic variants reported in Japanese EYS-RP cases. All suspected CNVs based on NGS data in the eight patients were confirmed via MLPA. CNVs were found in 2 of the 42 NGS-undiagnosed RP cases. Furthermore, results showed that 121 of the 661 patients with RP had EYS as the causative gene, and 8.3% (10/121 patients with EYS-RP) had CNVs. Although NGS using the CNV calling criteria utilized in this study failed to identify CNVs in two cases, no false-positive results were detected. Collectively, these findings suggest that NGS is useful for CNV detection during clinical diagnosis of RP.

Four-year overall survival follow-up and dynamic EBV titer analysis of toripalimab versus placebo in combination with gemcitabine and cisplatin as first-line treatment for recurrent or metastatic nasopharyngeal carcinoma (r/m NPC).

6039 Background: In October 2023, the US FDA approved toripalimab in combination with Gemcitabine-Cisplatin (GP) as first-line treatment for recurrent or metastatic (r/m) NPC based on the results of JUPITER-02 study (NCT03581786). Here we report the results of four-year overall survival (OS) follow-up and dynamic EBV DNA copy number and its correlation with clinical outcome. Methods: Patients with r/m NPC (n=289) were randomized (1:1) to receive toripalimab 240 mg (n=146) or placebo (n=143) in combination with GP once every 3 weeks (Q3W) for up to 6 cycles, followed by monotherapy with toripalimab or placebo until disease progression, intolerable toxicity, or completion of 2 years of treatment. Stratification factors were ECOG performance score (0 vs. 1) and extent of disease (recurrent vs.primary metastatic). The primary endpoint was progression free survival by an independent review committee. Secondary endpoints included OS and safety. Exploratory endpoints included dynamic blood EBV DNA copy number and its correlation with clinical efficacy. Results: By the cutoff date of January 9, 2024, 50 months after the last patient was enrolled, 150 deaths were recorded. Compared with the results from the final OS analysis, consistent survival improvement was observed for toripalimab over placebo: HR=0.61 (95% CI: 0.44-0.85), nominal p=0.0027. The median OS was not yet reached in the toripalimab arm and was 33.7 months in the placebo arm. The 5-year OS rates were 52.0% in the toripalimab arm, and 33.9% in the placebo arm. Among patients with detectable baseline EBV DNA copy number and at least one EBV result after study treatment, significantly more patients from the toripalimab arm had EBV DNA copy number decreased to undetectable level than those in the placebo arm, 96.3% vs. 84.5%, p= 0.004. In addition, significantly less patients experienced EBV DNA copy number rebound in the toripalimab arm than in the placebo arm after the initial reduction, 36.5% vs, 57.4%, p=0.002. The median time from the lowest EBV DNA copy number to the rebound was 20.5 vs. 6.0 months in the toripalimab and placebo arms respectively. The rebound also preceded investigator-assessed disease progression by a median of 1.9 months in the toripalimab arm. Conclusions: The combination of toripalimab and chemotherapy showed long term survival benefit than chemotherapy alone with a 5-year OS rate at 52%. EBV DNA copy number might be used to monitor clinical response and predict disease progression. Clinical trial information: NCT03581786 .

High prevalence of copy number variations in the Japanese participants with suspected MODY.

Maturity-Onset Diabetes of the Young (MODY) is a diabetes mellitus subtype caused by a single gene. The detection rate of the responsible gene is 27% in the United Kingdom, indicating that the causative gene remains unknown in the majority of clinically diagnosed MODY cases. To improve the detection rate, we applied comprehensive genetic testing using whole exome sequencing (WES) followed by Multiplex Ligation-dependent Probe Amplification (MLPA) and functional analyses. Twenty-one unrelated Japanese participants with MODY were enrolled in the study. To detect copy number variations (CNVs), WES was performed first, followed by MLPA analysis for participants who were negative on the basis of WES. Undetermined variants were analyzed according to their functional properties. WES identified 7 pathogenic and 3 novel likely pathogenic variants in the 21 participants. Functional analyses revealed that 1 in 3 variants was pathogenic. MLPA analysis applied to the remaining 13 undetermined samples identified 4 cases with pathogenic CNVs: 3 in HNF4A and 1 in HNF1B. Pathogenic variants were identified in 12 participants (12/21, 57.1%) - relatively high rate reported to date. Notably, one-third of the participants had CNVs in HNF4A or HNF1B, indicating a limitation of WES-only screening.

CopyVAE: a variational autoencoder-based approach for copy number variation inference using single-cell transcriptomics.

Copy number variations (CNVs) are common genetic alterations in tumour cells. The delineation of CNVs holds promise for enhancing our comprehension of cancer progression. Moreover, accurate inference of CNVs from single-cell sequencing data is essential for unravelling intratumoral heterogeneity. However, existing inference methods face limitations in resolution and sensitivity. To address these challenges, we present CopyVAE, a deep learning framework based on a variational autoencoder architecture. Through experiments, we demonstrated that CopyVAE can accurately and reliably detect CNVs from data obtained using single-cell RNA sequencing. CopyVAE surpasses existing methods in terms of sensitivity and specificity. We also discussed CopyVAE's potential to advance our understanding of genetic alterations and their impact on disease advancement. CopyVAE is implemented and freely available under MIT license at https://github.com/kurtsemih/copyVAE.