Literature DB >> 32163302

Reevaluation of the South Asian MYBPC3Δ25bp Intronic Deletion in Hypertrophic Cardiomyopathy.

Hugh Watkins1,2,3, Kate L Thomson1,2,3,4, Andrew R Harper1,2,3, Michael Bowman4, Jesse B G Hayesmoore4, Helen Sage4, Silvia Salatino3, Edward Blair5, Carolyn Campbell4, Bethany Currie4, Anuj Goel1,2,3, Karen McGuire4, Elizabeth Ormondroyd1,2, Kate Sergeant4, Adam Waring3, Jessica Woodley6, Christopher M Kramer7, Stefan Neubauer1,2, Martin Farrall1,2,3.   

Abstract

BACKGROUND: The common intronic deletion, MYBPC3Δ25, detected in 4% to 8% of South Asian populations, is reported to be associated with cardiomyopathy, with ≈7-fold increased risk of disease in variant carriers. Here, we examine the contribution of MYBPC3Δ25 to hypertrophic cardiomyopathy (HCM) in a large patient cohort.
METHODS: Sequence data from 2 HCM cohorts (n=5393) was analyzed to determine MYBPC3Δ25 frequency and co-occurrence of pathogenic variants in HCM genes. Case-control and haplotype analyses were performed to compare variant frequencies and assess disease association. Analyses were also undertaken to investigate the pathogenicity of a candidate variant MYBPC3 c.1224-52G>A.
RESULTS: Our data suggest that the risk of HCM, previously attributed to MYBPC3Δ25, can be explained by enrichment of a derived haplotype, MYBPC3Δ25/-52, whereby a small subset of individuals bear both MYBPC3Δ25 and a rare pathogenic variant, MYBPC3 c.1224-52G>A. The intronic MYBPC3 c.1224-52G>A variant, which is not routinely evaluated by gene panel or exome sequencing, was detected in ≈1% of our HCM cohort.
CONCLUSIONS: The MYBPC3 c.1224-52G>A variant explains the disease risk previously associated with MYBPC3Δ25 in the South Asian population and is one of the most frequent pathogenic variants in HCM in all populations; genotyping services should ensure coverage of this deep intronic mutation. Individuals carrying MYBPC3Δ25 alone are not at increased risk of HCM, and this variant should not be tested in isolation; this is important for the large majority of the 100 million individuals of South Asian ancestry who carry MYBPC3Δ25 and would previously have been declared at increased risk of HCM.

Entities:  

Keywords:  exome; genotype; haplotypes; humans; introns

Year:  2020        PMID: 32163302      PMCID: PMC7299222          DOI: 10.1161/CIRCGEN.119.002783

Source DB:  PubMed          Journal:  Circ Genom Precis Med        ISSN: 2574-8300


See Editorial by Hypertrophic cardiomyopathy (HCM) is the most common inherited cardiac condition, affecting at least ≈1:500 individuals.[1] It is a genetically heterogeneous disorder, typically attributable to pathogenic variants in genes encoding cardiac sarcomere proteins, predominantly MYBPC3 and MYH7.[2] Truncating variants in MYBPC3 are a well-recognized cause of HCM, and the majority are considered to cause autosomal dominant disease with high age-related penetrance; consequently, such variants are extremely rare in the wider nondisease population.[2] A 25 base pair deletion located within intron 32 of MYBPC3 (MYBPC3Δ25), the c.3628-41_3628-17del variant, is a notable exception. Detected in 4% to 8% of individuals of South Asian ancestry,[3,4] and with an estimated 100 million carriers worldwide, this common variant is considered to be associated with cardiomyopathy, with an almost 7-fold increased risk of cardiomyopathy in heterozygous carriers.[3] Although previous studies have considered the possibility that MYBPC3Δ25 lies in linkage disequilibrium with another MYBPC3 variant that causes or contributes to disease risk,[3,4] comprehensive analyses in large patient cohorts have not been performed. Here, using genetic data from 2 large HCM cohorts, we present data suggesting that MYBPC3Δ25 is not a pathogenic risk factor in HCM. Rather, the increased frequency of this variant in South Asian cardiomyopathy cohorts reflects the enrichment of a derived haplotype, which bears both the common MYBPC3Δ25 variant and a rare pathogenic variant, MYBPC3 c.1224-52G>A. Additionally, we find that MYBPC3 c.1224-52G>A—an intronic variant that is not routinely detected on gene panel or exome sequencing—is the single most common pathogenic variant in individuals of South Asian ancestry in our cohort and the second most common in individuals of European ancestry.

Methods

The complete methods are available in Materials in the Data Supplement. Due to the confidential nature of some of the research materials supporting this publication, not all of the data can be made accessible to other researchers. Please contact the corresponding author for more information. The study was approved by the local ethics committees, and all patients signed an informed consent.

Results

Oxford Medical Genetics Laboratory Demographic and Clinical Details

Within the Oxford Medical Genetics Laboratory (OMGL) cohort, demographic information was available for 98.0% of individuals (2703/2757). The majority of referrals were provided by inherited cardiac condition centers within the United Kingdom (80.1%; 2166/2757). The average age was 54.5 years (±16.2), and 68.4% were men (n=1845; Table 1). No self-identified, or genetically derived, ancestry information was available.
Table 1.

Demographic Summary for OMGL and HCMR Cohorts

Demographic Summary for OMGL and HCMR Cohorts

HCMR Demographic and Clinical Details

Within the HCMR cohort, the average age was 49.5 years (±11.3), and 71.4% were men. Genetically derived ancestry predictions, determined through principal components analysis, demonstrated European ancestry in 78.3%, African ancestry in 9.0%, and South Asian ancestry in 5.1% of individuals (Table 1).

Population Frequency of MYBPC3Δ25

In the Genome Aggregation Database (gnomAD; v2.1.1), 6.2% of individuals ascribed South Asian ancestry were heterozygous for the MYBPC3Δ25 variant (943/15 296 [95% CI, 5.7%–6.5%]), 0.1% were homozygous (19). This is consistent with previous studies that have reported frequencies ranging from 2% to 8%.[3,4] The MYBPC3Δ variant is highly specific to individuals of South Asian ancestry: 98.1% (95% CI, 97.0%–98.9%) of MYBPC3Δ variant carriers within gnomAD are derived from a South Asian population (Table 2).
Table 2.

Summary of Allele Frequency Differences Between Cases and Controls

Summary of Allele Frequency Differences Between Cases and Controls

Oxford Clinical Laboratory Cohort

In the OMGL HCM cohort, pathogenic variants were detected in 17.1% (471/2757), likely pathogenic variants in 6.9% (191/2757), and variants of uncertain significance in an additional 14.2% (392/2757) of individuals. A summary of the most frequently detected variants is presented in Table I in the Data Supplement. 0.7% (20/2757) of individuals were heterozygous for the MYBPC3Δ25 variant. In 50.0% (10/20) of individuals heterozygous for MYBPC3Δ25, a pathogenic or likely pathogenic sarcomeric gene variant was also detected; variants of uncertain clinical significance were detected in an additional 3 individuals (15.0%, 3/20; Table 3). Of these accompanying variants, MYBPC3 c.1224-52G>A was the most frequently observed, found in 30.0% (6/20) of individuals heterozygous for MYBPC3Δ25.
Table 3.

Pathogenic, Likely Pathogenic, and Variants of Uncertain Significance Accompanying in Individuals From Both the OMGL and HCMR Cohorts

Pathogenic, Likely Pathogenic, and Variants of Uncertain Significance Accompanying in Individuals From Both the OMGL and HCMR Cohorts

HCMR Cohort

In the HCMR cohort, pathogenic variants were detected in 21.7% (572/2636), likely pathogenic variants in 8.2% (216/2636), and variants of uncertain significance in an additional 14.4% (379/2636) of individuals. A summary of the most frequently detected variants is presented in Table I in the Data Supplement. Overall, 0.7% (18/2636) of individuals were heterozygous for the MYBPC3Δ25 variant; no homozygous individuals were detected; 17 MYBPC3Δ25 variant carriers were ascribed as South Asian ancestry by genetic principal components analysis (94.4%, 17/18). The carrier frequency for MYBPC3Δ25 within the HCMR South Asian ancestry group was 12.7% ([95% CI, 8.1%–19.4%] 17/134). In 58.8% (10/17) of South Asian individuals heterozygous for MYBPC3Δ25, a pathogenic variant in one of the sarcomeric genes was detected (Table 3). An additional 2 individuals were found to have variants of uncertain clinical significance (11.8%, 2/17). Replicating findings from our discovery cohort, the c.1224-52G>A variant was the most frequent, found in 29.4% (5/17) of South Asian individuals heterozygous for MYBPC3Δ25. Overall, including the MYBPC3 c.1224-52G>A variant, 25.4% ([95% CI, 18.8–33.4] 34/134) of HCMR probands ascribed South Asian ancestry had a pathogenic or likely pathogenic sarcomeric gene variant. An additional 15.6% ([95% CI, 10.5–22.8] 21/134) harbored a variant of uncertain significance. This is comparable to the detection rate in the OMGL cohort and to previously published cohorts.[2,5] Direct comparison of the proportion of heterozygous MYBPC3Δ25 variant carriers between the HCMR (17/134) and gnomAD (943/15 296) South Asian cohorts indicated a 2-fold enrichment within HCM cases (odds ratio [OR], 2.1 [95% CI, 1.2–3.4]; P=0.008). When HCMR probands with the MYBPC3Δ25/−52 haplotype were excluded, no difference was observed (OR, 0.96 [95% CI, 0.40–1.95]; P=1.0). Exact multivariate logistic regression, of individuals of South Asian ancestry from the HCMR and BioResource for Rare Disease cohorts (Table 4), provided evidence in support of disease association for the MYBPC3 c.1224-52G>A variant (OR, 15.90 [95% CI, 2.05–∞]; P=0.003) but not the MYBPC3Δ25 variant (OR, 1.76 [95% CI, 0.77–4.36]; P=0.15). The significance of the MYBPC3 c.1224-52G>A association adjusted for the MYBPC3Δ25 variant was confirmed using an exact Mantel-Haenszel test (P=0.003).
Table 4.

South Asian Cases vs Controls

South Asian Cases vs Controls In individuals of South Asian ancestry in the HCMR cohort, the MYBPC3 c.1224-52G>A variant was found to occur on the second most commonly observed MYBPC3Δ25 haplotype (Figure 1). Hence, there is evidence of strong linkage disequilibrium between MYBPC3Δ25 and MYBPC3 c.1224-52G>A (D′=0.81 and r2=0.22; Figure I in the Data Supplement; Table II in the Data Supplement). In South Asian individuals, the MYBPC3 c.1224-52G>A variant also occurred on a haplotype that did not include the MYBPC3Δ25 variant.
Figure 1.

Haplotype structure across Each horizontal line (denoted A–G) represents a unique haplotype observed across MYBPC3 with the South Asian population derived from the Hypertrophic Cardiomyopathy Registry cohort (n=134). Genetic markers denoted using the following nomenclature: ___. Grey indicates the presence of the ancestral allele. Blue shading indicates the presence of an alternate allele. The MYBPC3 allele (11_47353825_A_del25) is emphasized using a darker shade of blue. Red shading represents the presence of the MYBPC3− allele (11_47364865_C_T). Haplotype A is composed entirely of reference alleles and is present in 49.9% of the cohort. MYBPC3 is present on haplotypes D and F. Haplotype F also includes MYBPC−. Figure generated from data provided by Haploview.

Haplotype structure across Each horizontal line (denoted A–G) represents a unique haplotype observed across MYBPC3 with the South Asian population derived from the Hypertrophic Cardiomyopathy Registry cohort (n=134). Genetic markers denoted using the following nomenclature: ___. Grey indicates the presence of the ancestral allele. Blue shading indicates the presence of an alternate allele. The MYBPC3 allele (11_47353825_A_del25) is emphasized using a darker shade of blue. Red shading represents the presence of the MYBPC3− allele (11_47364865_C_T). Haplotype A is composed entirely of reference alleles and is present in 49.9% of the cohort. MYBPC3 is present on haplotypes D and F. Haplotype F also includes MYBPC−. Figure generated from data provided by Haploview.

Investigating the Pathogenicity of MYBPC3 c.1224-52G>A

The MYBPC3 c.1224-52G>A variant (Chr11[GRCh37]:g.47364865C>T, NM_000256.3) was detected in 32 of 2757 (1.2% [95% CI, 0.8%–1.6%]) probands in the OMGL cohort and in 23 of 2636 (0.9% [95% CI, 0.6%–1.2%]) probands in the HCMR cohort. A 2-sample test for equality of proportions, with continuity correction, suggests the minor allele frequencies derived from OMGL and HCMR are equivalent (P=0.98). No other pathogenic or likely pathogenic sarcomere gene variants were detected in these cases. Within the OMGL cohort, MYBPC3 c.1224-52G>A was confirmed to cosegregate with HCM in 4 families (Figure II in the Data Supplement); in 3, it was detected in the proband and 2 other affected relatives. Within the wider HCMR and OMGL populations, MYBPC3 c.1224-52G>A was found to occur on 2 additional haplotypes, distinct from the 2 South Asian haplotypes, which argues against a unique founder mutation. The c.1224-52G>A variant occurs once within 76 048 nonoverlapping individuals, present within gnomAD (v.2.1.1) and NHLBI Trans-Omics for Precision Medicine (https://bravo.sph.umich.edu/freeze5/hg38/), indicating a global minor allele frequency, incorporating all available ancestral groups, of 6.57×10−6. A comparison of the proportion of individuals heterozygous for this variant in the combined OMGL and HCMR cohorts (55/5393), against these reference populations, generates an extreme effect size (OR, 780 [95% CI, 135–16 384]; P=9.74×10−64). In silico splice site tools predict that c.1224-52G>A introduces a cryptic splice acceptor site in intron 13 (NM_000256.3), 50 nucleotides upstream (5′) of the native site. Polymerase chain reaction of cDNA reverse transcribed from RNA from 2 individuals with the c.1224-52G>A variant generated an aberrant product. Sequencing of this product confirmed in silico predictions and showed inclusion of 50 intronic nucleotides in the transcript (Figure 2). Inclusion of these nucleotides is predicted to lead to a frameshift in the amino acid sequence and insertion of a premature termination codon at position 438 (p.Ser408fs*31).
Figure 2.

RNA studies A, Gel fractionation of RT-PCR products of lymphocyte-derived RNA from 2 affected individuals heterozygous for the MYBPC3 c.1224-52A>G. Affected individuals in lanes 2 and 4 (corresponding reverse transcriptase negative controls in lanes 3 and 5) and controls in lanes 6 and 8 (corresponding reverse transcriptase negative controls in lanes 7 and 9). Blue arrow corresponds with normal fragment (323 bp), as seen in controls, and the red arrow corresponds to the aberrant fragment (375 bp). A 100 base pair ladder was used in lanes 1 and 11 (500 bp [dense band], 400 bp, and 300 bp bands shown). B and C, Sanger sequencing of wild-type (B) and aberrant polymerase chain reaction product derived from cDNA of an affected individual harboring MYBPC3 c.1224-52A>G (C) indicates a 50-nucleotide intronic inclusion, confirming in silico splice site predictions.

RNA studies A, Gel fractionation of RT-PCR products of lymphocyte-derived RNA from 2 affected individuals heterozygous for the MYBPC3 c.1224-52A>G. Affected individuals in lanes 2 and 4 (corresponding reverse transcriptase negative controls in lanes 3 and 5) and controls in lanes 6 and 8 (corresponding reverse transcriptase negative controls in lanes 7 and 9). Blue arrow corresponds with normal fragment (323 bp), as seen in controls, and the red arrow corresponds to the aberrant fragment (375 bp). A 100 base pair ladder was used in lanes 1 and 11 (500 bp [dense band], 400 bp, and 300 bp bands shown). B and C, Sanger sequencing of wild-type (B) and aberrant polymerase chain reaction product derived from cDNA of an affected individual harboring MYBPC3 c.1224-52A>G (C) indicates a 50-nucleotide intronic inclusion, confirming in silico splice site predictions.

Pathogenicity Classification for MYBPC3 c.1224-52G>A

Using the American College of Medical Genetics framework,[6] the MYBPC3 c.1224-52G>A variant was classified as pathogenic based on the following criteria: PS3: RNA studies have provided evidence of an aberrant effect on splicing (our analyses and published data[7]); PS4: the variant is significantly more frequent in probands with HCM than in population controls; PM2: the variant is very rare in the wider population; and PP1: there is evidence of cosegregation with HCM in multiple families (4 in our cohort and published data[7]).

Discussion

When the MYBPC3Δ25 variant was first reported to be associated with cardiomyopathy in the South Asian population, it was thought likely to have a direct role in disease pathogenesis; since the initial report, it has come to be considered as one of the most compelling examples of a common, low-penetrance variant contributing to the genetic architecture of HCM.[3,8-12] Genetic analyses undertaken in this study challenge these previous assertions and show that the MYBPC3Δ25 variant does not directly confer an increased risk of cardiomyopathy but instead acts as a proxy marker for a rare, large effect size, intronic pathogenic variant, MYBPC3 c.1224-52G>A (Figure 3). Consequently, we conclude that heterozygosity for the MYBPC3Δ25 common variant is not pathogenic for HCM.
Figure 3.

A reevaluation of the common The MYBPC3Δ25 is a common variant present in 4% to 8% of the South Asian population (estimated to be carried by ≈100 million people). In a cohort of South Asian hypertrophic cardiomyopathy (HCM) cases, we detected a rare derived haplotype, bearing both MYBPC3Δ25 and a pathogenic variant, MYBPC3 c.1224-52G>A. The rare MYBPC3Δ25/−52 haplotype is strongly associated with HCM with high penetrance. Haplotypes bearing MYBPC3Δ25 without the MYBPC3 c.1224-52G>A variant, which account for the vast majority of South Asian individuals carrying the MYBPC3Δ25 variant, are not associated with HCM.

A reevaluation of the common The MYBPC3Δ25 is a common variant present in 4% to 8% of the South Asian population (estimated to be carried by ≈100 million people). In a cohort of South Asian hypertrophic cardiomyopathy (HCM) cases, we detected a rare derived haplotype, bearing both MYBPC3Δ25 and a pathogenic variant, MYBPC3 c.1224-52G>A. The rare MYBPC3Δ25/−52 haplotype is strongly associated with HCM with high penetrance. Haplotypes bearing MYBPC3Δ25 without the MYBPC3 c.1224-52G>A variant, which account for the vast majority of South Asian individuals carrying the MYBPC3Δ25 variant, are not associated with HCM. Through RNA studies and segregation analyses, we provide robust evidence to support the pathogenicity of the MYBPC3 c.1224-52G>A variant. This variant has previously been described in the literature as a pathogenic variant[7]; however, neither its high prevalence nor its relationship with MYBPC3Δ25 has been reported. Our analyses reveal MYBPC3 c.1224-52G>A to be a recurrent variant, and one of the most frequent pathogenic variants across all known HCM genes in both European and South Asian populations, comparable to other well-established recurrent and founder pathogenic variants (eg, MYBPC3 c.2373dup[13] and MYBPC3 p.Glu258Lys[2]), and exceeded only by the MYBPC3 p.Arg502Trp variant, the most common pathogenic variant in HCM.[2,5,14] Further, the MYBPC3 c.1224-52G>A variant has a strikingly high OR for disease (≈700), suggesting that it is a high penetrance allele. Haplotype analyses indicate that an ancestral MYBPC3 c.1224-52G>A variant arose on a haplotype bearing the common MYBPC3Δ25 variant and that the reported association between MYBPC3Δ25 and HCM in the South Asian population was due to the increased frequency of the derived MYBPC3Δ25/−52 haplotype, which had not previously been differentiated from the common MYBPC3Δ25 haplotype. In our cohort, after accounting for the MYBPC3Δ25/−52 haplotype, the frequency of the MYBPC3Δ25 allele appears equivalent between HCM cases and reference controls, which casts doubt upon previous pathogenic inferences from risk associations and suggests that it is not clinically appropriate to type the MYBPC3Δ25 in isolation. Indeed, the ability to detect the MYBPC3Δ25/−52 haplotype is critical not only for individuals with a clinical diagnosis of HCM but for the vast majority of the 100 million individuals of South Asian ancestry heterozygous for the MYBPC3Δ25 alone, who would previously have been declared at increased risk of HCM.

Limitations

Our conclusions rely on the observed MYBPC3Δ25 and MYBPC3Δ25/−52 haplotype frequencies being representative of the wider South Asian population. Here, direct evaluation of MYBPC3Δ25 and MYBPC3Δ25/−52 and HCM disease risk has relied on analysis performed using individuals ascribed South Asian ancestry based on genetic principal components analysis from 2 independent, but relatively small, cohorts. Large reference cohorts, specifically gnomAD and Trans-Omics for Precision Medicine, were useful in quantifying the allele frequencies of both MYBPC3Δ25 and MYBPC3 c.1224-52G>A but were not suitable for the direct evaluation of the MYBPC3Δ25/−52 haplotype, given the lack of individual-level data. Our case series comprised 2 large HCM cohorts with a combined total of 5394 HCM probands (OMGL, n=2757; HCMR, n=2636), representing the largest published HCM cohort to date. MYBPC3Δ25 and MYBPC3Δ25/−52 haplotype frequencies were equivalent within these mixed ancestry HCM cohorts. Ancestry data were only available from the HCMR cohort, in which 134 cases were defined as South Asian; additional analyses in other South Asian cohorts will refine MYBPC3Δ25/−52 haplotype frequency estimates and allow more accurate quantification of the strength of the association of this haplotype to HCM in this population. The findings in this study relate specifically to HCM. In the original case-control study by Dhandapany et al,[3] 2 composite case groups were assembled that included individuals diagnosed with HCM (n=357), dilated cardiomyopathy (n=395), and restrictive cardiomyopathy (n=15). While our findings refute a pathogenic role for the MYBPC3Δ25 variant in HCM, at present, our conclusions do not extend to these other cardiomyopathies or to homozygosity for this variant. However, given current understanding of the diametrically opposing molecular mechanisms that underpin sarcomeric HCM and dilated cardiomyopathy,[15-17] it seems unlikely that a single variant, such as MYBPC3Δ25, could cause both conditions. Further, truncating variants in MYBPC3 have only been associated with HCM and not primary dilated cardiomyopathy.[2]

Conclusions

The results of this study provide strong evidence to refute a direct pathogenic link between the MYBPC3Δ25 variant and HCM risk; this is important for the very large number of South Asian individuals who will be found to have this variant when undergoing either targeted or genome-wide genetic analysis. Additionally, they highlight MYBPC3 c.1224-52G>A as an important HCM variant. They also reiterate the importance of sequencing deeper intronic regions in the MYBPC3 gene, and, indeed, other cardiomyopathy genes where truncating variants are believed to cause the disease. Collectively, these findings have significant implications for our understanding of the genetic architecture of HCM and for the clinical management of patients with HCM.

Acknowledgments

We thank the National Institute for Health Research (NIHR) BioResource volunteers for their participation and gratefully acknowledge NIHR BioResource centers, National Health Service (NHS) Trusts, and staff for their contribution. We thank the National Institute for Health Research and NHS Blood and Transplant. The views expressed are those of the author(s) and not necessarily those of the NHS, the NIHR, or the Department of Health and Social Care.

Sources of Funding

A.R. Harper has received support from the Medical Research Council Doctoral Training Partnership. A. Goel has received support from the British Heart Foundation (BHF), European Commission (LSHM-CT-2007-037273 and HEALTH-F2-2013-601456), and TriPartite Immunometabolism Consortium-NovoNordisk Foundation (NNF15CC0018486). A. Waring has received support from the Wellcome Trust. M. Farrall and Dr Watkins have received support from the Wellcome Trust core award (090532/Z/09/Z) and the BHF Centre of Research Excellence, Oxford (RE/13/1/30181). Dr Watkins has received support from the National Institute for Health Research (NIHR) Oxford Biomedical Research Centre. Drs Kramer, Neubauer, and Watkins received support from a National Heart, Lung, and Blood Institute (grant U01HL117006-01A1). Computation used the Oxford Biomedical Research Computing facility—a joint development between the Wellcome Centre for Human Genetics and the Big Data Institute supported by Health Data Research UK and the NIHR Oxford Biomedical Research Centre. Financial support was provided by the Wellcome Trust Core Award (grant No. 203141/Z/16/Z).

Disclosures

Dr Watkins is a consultant for Cytokinetics. Dr Kramer is a consultant for Cytokinetics and receives research grants from Biotelemetry and MyoKardia. S.N. is a consultant for Pfizer and Cytokinetics and receives research grants from Boehringer Ingelheim. The other authors report no conflicts.
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Journal:  Circ Res       Date:  2021-05-13       Impact factor: 17.367

7.  Common genetic variants and modifiable risk factors underpin hypertrophic cardiomyopathy susceptibility and expressivity.

Authors:  James S Ware; Connie R Bezzina; Martin Farrall; Hugh Watkins; Andrew R Harper; Anuj Goel; Christopher Grace; Kate L Thomson; Steffen E Petersen; Xiao Xu; Adam Waring; Elizabeth Ormondroyd; Christopher M Kramer; Carolyn Y Ho; Stefan Neubauer; Rafik Tadros
Journal:  Nat Genet       Date:  2021-01-25       Impact factor: 38.330

8.  Investigating Genetic and Other Determinants of First-Onset Myocardial Infarction in Malaysia: Protocol for the Malaysian Acute Vascular Events Risk Study.

Authors:  Rajiv Chowdhury; Mohd Fairulnizal Md Noh; Sophia Rasheeqa Ismail; Kim Robin van Daalen; Puteri Sofia Nadira Megat Kamaruddin; Siti Hafizah Zulkiply; Nur Hayati Azizul; Norhayati Mustafa Khalid; Azizan Ali; Izyan Mohd Idris; Yong Shih Mei; Shazana Rifham Abdullah; Norfashihah Faridus; Nur Azirah Md Yusof; Nur Najwa Farahin M Yusoff; Rahman Jamal; Aizai Azan Abdul Rahim; Abdul Kahar Abdul Ghapar; Ammu Kutty Radhakrishnan; Alan Yean Yip Fong; Omar Ismail; Saravanan Krishinan; Chuey Yan Lee; Liew Houng Bang; Eashwary Mageswaren; Kauthaman Mahendran; Nor Hanim Mohd Amin; Gunavathy Muthusamy; Aaron Ong Hean Jin; Ahmad Wazi Ramli; Noel Thomas Ross; Anwar Irawan Ruhani; Mansor Yahya; Yusniza Yusoff; Siti Khairani Zainal Abidin; Laryssa Amado; Thomas Bolton; Sophie Weston; Jason Crawte; Niko Ovenden; Ank Michielsen; Md Mostafa Monower; Wan Rozita Wan Mahiyuddin; Angela Wood; Emanuele Di Angelantonio; Nur Suffia Sulaiman; John Danesh; Adam S Butterworth
Journal:  JMIR Res Protoc       Date:  2022-02-10

9.  Whole genome sequencing delineates regulatory, copy number, and cryptic splice variants in early onset cardiomyopathy.

Authors:  Robert Lesurf; Abdelrahman Said; Oyediran Akinrinade; Jeroen Breckpot; Kathleen Delfosse; Ting Liu; Roderick Yao; Gabrielle Persad; Fintan McKenna; Ramil R Noche; Winona Oliveros; Kaia Mattioli; Shreya Shah; Anastasia Miron; Qian Yang; Guoliang Meng; Michelle Chan Seng Yue; Wilson W L Sung; Bhooma Thiruvahindrapuram; Jane Lougheed; Erwin Oechslin; Tapas Mondal; Lynn Bergin; John Smythe; Shashank Jayappa; Vinay J Rao; Jayaprakash Shenthar; Perundurai S Dhandapany; Christopher Semsarian; Robert G Weintraub; Richard D Bagnall; Jodie Ingles; Marta Melé; Philipp G Maass; James Ellis; Stephen W Scherer; Seema Mital
Journal:  NPJ Genom Med       Date:  2022-03-14       Impact factor: 8.617

10.  South Asian-Specific MYBPC3 Δ25bp Deletion Carriers Display Hypercontraction and Impaired Diastolic Function Under Exercise Stress.

Authors:  Sholeh Bazrafshan; Robert Sibilia; Saavia Girgla; Shiv Kumar Viswanathan; Megan J Puckelwartz; Kiranpal S Sangha; Rohit R Singh; Mashhood Kakroo; Roman Jandarov; David M Harris; Jack Rubinstein; Richard C Becker; Elizabeth M McNally; Sakthivel Sadayappan
Journal:  Front Cardiovasc Med       Date:  2021-12-23
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