Publications

2024

Maleyeff, L., Newburger, J. W., Wypij, D., Thomas, N. H., Anagnoustou, E., Brueckner, M., Chung, W. K., Cleveland, J., Cunningham, S., Gelb, B. D., Goldmuntz, E., Hagler, D. J., Huang, H., King, E., McQuillen, P., Miller, T. A., Norris-Brilliant, A., Porter, G. A., Roberts, A. E., … Morton, S. U. (2024). Association of genetic and sulcal traits with executive function in congenital heart disease.. Annals of Clinical and Translational Neurology, 11(2), 278-290. https://doi.org/10.1002/acn3.51950 (Original work published 2024)

OBJECTIVE: Persons with congenital heart disease (CHD) are at increased risk of neurodevelopmental disabilities, including impairments to executive function. Sulcal pattern features correlate with executive function in adolescents with single-ventricle heart disease and tetralogy of Fallot. However, the interaction of sulcal pattern features with genetic and participant factors in predicting executive dysfunction is unknown.

METHODS: We studied sulcal pattern features, participant factors, and genetic risk for executive function impairment in a cohort with multiple CHD types using stepwise linear regression and machine learning.

RESULTS: Genetic factors, including predicted damaging de novo or rare inherited variants in neurodevelopmental disabilities risk genes, apolipoprotein E genotype, and principal components of sulcal pattern features were associated with executive function measures after adjusting for age at testing, sex, mother's education, and biventricular versus single-ventricle CHD in a linear regression model. Using regression trees and bootstrap validation, younger participant age and larger alterations in sulcal pattern features were consistently identified as important predictors of decreased cognitive flexibility with left hemisphere graph topology often selected as the most important predictor. Inclusion of both sulcal pattern and genetic factors improved model fit compared to either alone.

INTERPRETATION: We conclude that sulcal measures remain important predictors of cognitive flexibility, and the model predicting executive outcomes is improved by inclusion of potential genetic sources of neurodevelopmental risk. If confirmed, measures of sulcal patterning may serve as early imaging biomarkers to identify those at heightened risk for future neurodevelopmental disabilities.

Vandewouw, M. M., Norris-Brilliant, A., Rahman, A., Assimopoulos, S., Morton, S. U., Kushki, A., Cunningham, S., King, E., Goldmuntz, E., Miller, T. A., Thomas, N. H., Adams, H. R., Cleveland, J., Cnota, J. F., Grant, E., Goldberg, C. S., Huang, H., Li, J. S., McQuillen, P., … Anagnostou, E. (2024). Identifying novel data-driven subgroups in congenital heart disease using multi-modal measures of brain structure.. NeuroImage, 297, 120721. https://doi.org/10.1016/j.neuroimage.2024.120721 (Original work published 2024)

Individuals with congenital heart disease (CHD) have an increased risk of neurodevelopmental impairments. Given the hypothesized complexity linking genomics, atypical brain structure, cardiac diagnoses and their management, and neurodevelopmental outcomes, unsupervised methods may provide unique insight into neurodevelopmental variability in CHD. Using data from the Pediatric Cardiac Genomics Consortium Brain and Genes study, we identified data-driven subgroups of individuals with CHD from measures of brain structure. Using structural magnetic resonance imaging (MRI; N = 93; cortical thickness, cortical volume, and subcortical volume), we identified subgroups that differed primarily on cardiac anatomic lesion and language ability. In contrast, using diffusion MRI (N = 88; white matter connectivity strength), we identified subgroups that were characterized by differences in associations with rare genetic variants and visual-motor function. This work provides insight into the differential impacts of cardiac lesions and genomic variation on brain growth and architecture in patients with CHD, with potentially distinct effects on neurodevelopmental outcomes.

Bucholz, E. M., Morton, S. U., Madriago, E., Roberts, A. E., & Ronai, C. (2024). The Evolving Role of Genetic Evaluation in the Prenatal Diagnosis and Management of Congenital Heart Disease.. Journal of Cardiovascular Development and Disease, 11(6). https://doi.org/10.3390/jcdd11060170 (Original work published 2024)

Congenital heart disease (CHD) is increasingly diagnosed prenatally and the ability to screen and diagnose the genetic factors involved in CHD have greatly improved. The presence of a genetic abnormality in the setting of prenatally diagnosed CHD impacts prenatal counseling and ensures that families and providers have as much information as possible surrounding perinatal management and what to expect in the future. This review will discuss the genetic evaluation that can occur prior to birth, what different genetic testing methods are available, and what to think about in the setting of various CHD diagnoses.

McKean, D. M., Zhang, Q., Narayan, P., Morton, S. U., Strohmenger, V., Tang, V. T., McAllister, S., Sharma, A., Quiat, D., Reichart, D., DeLaughter, D. M., Wakimoto, H., Gorham, J. M., Brown, K., McDonough, B., Willcox, J. A., Jang, M. Y., DePalma, S. R., Ward, T., … Seidman, C. E. (2024). Increased endothelial sclerostin caused by elevated DSCAM mediates multiple trisomy 21 phenotypes.. The Journal of Clinical Investigation, 134(11). https://doi.org/10.1172/JCI167811 (Original work published 2024)

Trisomy 21 (T21), a recurrent aneuploidy occurring in 1:800 births, predisposes to congenital heart disease (CHD) and multiple extracardiac phenotypes. Despite a definitive genetic etiology, the mechanisms by which T21 perturbs development and homeostasis remain poorly understood. We compared the transcriptome of CHD tissues from 49 patients with T21 and 226 with euploid CHD (eCHD). We resolved cell lineages that misexpressed T21 transcripts by cardiac single-nucleus RNA sequencing and RNA in situ hybridization. Compared with eCHD samples, T21 samples had increased chr21 gene expression; 11-fold-greater levels (P = 1.2 × 10-8) of SOST (chr17), encoding the Wnt inhibitor sclerostin; and 1.4-fold-higher levels (P = 8.7 × 10-8) of the SOST transcriptional activator ZNF467 (chr7). Euploid and T21 cardiac endothelial cells coexpressed SOST and ZNF467; however, T21 endothelial cells expressed 6.9-fold more SOST than euploid endothelial cells (P = 2.7 × 10-27). Wnt pathway genes were downregulated in T21 endothelial cells. Expression of DSCAM, residing within the chr21 CHD critical region, correlated with SOST (P = 1.9 × 10-5) and ZNF467 (P = 2.9 × 10-4). Deletion of DSCAM from T21 endothelial cells derived from human induced pluripotent stem cells diminished sclerostin secretion. As Wnt signaling is critical for atrioventricular canal formation, bone health, and pulmonary vascular homeostasis, we concluded that T21-mediated increased sclerostin levels would inappropriately inhibit Wnt activities and promote Down syndrome phenotypes. These findings imply therapeutic potential for anti-sclerostin antibodies in T21.

Matthews, J., Rajakumar, B., Carreon, C. K., & Morton, S. U. (2024). Placental-Heart Axis: An Evolutionary Perspective.. International Journal of Molecular Sciences, 25(20). https://doi.org/10.3390/ijms252011212 (Original work published 2024)

To maintain its development, the growing fetus is directly dependent on the placenta, an organ that acts as both a modulator and mediator. As an essential component of pregnancy that is derived from both maternal and fetal tissues, the placenta facilitates the passage of all oxygen and nutrients from the expecting parent to their fetuses. Further, the placenta conveys multiple impacts of the maternal environment to the growing fetus. The timing of placental development parallels that of the fetal cardiovascular system, and placental anomalies are implicated as a potential cause of congenital heart disease. For example, congenital heart disease is more common in pregnancies complicated by maternal preeclampsia, a condition characterized by placental dysfunction. Given the placenta's intermediary links to the maternal environment and fetal health outcomes, it is an emerging focus of evolutionary medicine, which seeks to understand how interactions between humans and the environment affect our biology and give rise to disease. The present review provides an overview of the evolutionary and developmental courses of the placenta as well as their implications on infant health.

Padmanabhan, A., de Soysa, Y., Pelonero, A., Sapp, V., Shah, P. P., Wang, Q., Li, L., Lee, C. Y., Sadagopan, N., Nishino, T., Ye, L., Yang, R., Karnay, A., Poleshko, A., Bolar, N., Linares-Saldana, R., Ranade, S. S., Alexanian, M., Morton, S. U., … Jain, R. (2024). A genome-wide CRISPR screen identifies BRD4 as a regulator of cardiomyocyte differentiation.. Nature Cardiovascular Research, 3(3), 317-331. https://doi.org/10.1038/s44161-024-00431-1 (Original work published 2024)

Human induced pluripotent stem cell (hiPSC) to cardiomyocyte (CM) differentiation has reshaped approaches to studying cardiac development and disease. In this study, we employed a genome-wide CRISPR screen in a hiPSC to CM differentiation system and reveal here that BRD4, a member of the bromodomain and extraterminal (BET) family, regulates CM differentiation. Chemical inhibition of BET proteins in mouse embryonic stem cell (mESC)-derived or hiPSC-derived cardiac progenitor cells (CPCs) results in decreased CM differentiation and persistence of cells expressing progenitor markers. In vivo, BRD4 deletion in second heart field (SHF) CPCs results in embryonic or early postnatal lethality, with mutants demonstrating myocardial hypoplasia and an increase in CPCs. Single-cell transcriptomics identified a subpopulation of SHF CPCs that is sensitive to BRD4 loss and associated with attenuated CM lineage-specific gene programs. These results highlight a previously unrecognized role for BRD4 in CM fate determination during development and a heterogenous requirement for BRD4 among SHF CPCs.

Xiao, F., Zhang, X., Morton, S. U., Kim, S. W., Fan, Y., Gorham, J. M., Zhang, H., Berkson, P. J., Mazumdar, N., Cao, Y., Chen, J., Hagen, J., Liu, X., Zhou, P., Richter, F., Shen, Y., Ward, T., Gelb, B. D., Seidman, J. G., … Pu, W. T. (2024). Functional dissection of human cardiac enhancers and noncoding de novo variants in congenital heart disease.. Nature Genetics, 56(3), 420-430. https://doi.org/10.1038/s41588-024-01669-y (Original work published 2024)

Rare coding mutations cause ∼45% of congenital heart disease (CHD). Noncoding mutations that perturb cis-regulatory elements (CREs) likely contribute to the remaining cases, but their identification has been problematic. Using a lentiviral massively parallel reporter assay (lentiMPRA) in human induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs), we functionally evaluated 6,590 noncoding de novo variants (ncDNVs) prioritized from the whole-genome sequencing of 750 CHD trios. A total of 403 ncDNVs substantially affected cardiac CRE activity. A majority increased enhancer activity, often at regions with undetectable reference sequence activity. Of ten DNVs tested by introduction into their native genomic context, four altered the expression of neighboring genes and iPSC-CM transcriptional state. To prioritize future DNVs for functional testing, we used the MPRA data to develop a regression model, EpiCard. Analysis of an independent CHD cohort by EpiCard found enrichment of DNVs. Together, we developed a scalable system to measure the effect of ncDNVs on CRE activity and deployed it to systematically assess the contribution of ncDNVs to CHD.

2023

Ericson, J. E., Burgoine, K., Kumbakumba, E., Ochora, M., Hehnly, C., Bajunirwe, F., Bazira, J., Fronterre, C., Hagmann, C., Kulkarni, A. , V, Kumar, S., Magombe, J., Mbabazi-Kabachelor, E., Morton, S. U., Movassagh, M., Mugamba, J., Mulondo, R., Natukwatsa, D., Kaaya, B. N., … Schiff, S. J. (2023). Neonatal Paenibacilliosis: Paenibacillus Infection as a Novel Cause of Sepsis in Term Neonates With High Risk of Sequelae in Uganda.. Clinical Infectious Diseases : An Official Publication of the Infectious Diseases Society of America, 77(5), 768-775. https://doi.org/10.1093/cid/ciad337 (Original work published 2023)

BACKGROUND: Paenibacillus thiaminolyticus may be an underdiagnosed cause of neonatal sepsis.

METHODS: We prospectively enrolled a cohort of 800 full-term neonates presenting with a clinical diagnosis of sepsis at 2 Ugandan hospitals. Quantitative polymerase chain reaction specific to P. thiaminolyticus and to the Paenibacillus genus were performed on the blood and cerebrospinal fluid (CSF) of 631 neonates who had both specimen types available. Neonates with Paenibacillus genus or species detected in either specimen type were considered to potentially have paenibacilliosis, (37/631, 6%). We described antenatal, perinatal, and neonatal characteristics, presenting signs, and 12-month developmental outcomes for neonates with paenibacilliosis versus clinical sepsis due to other causes.

RESULTS: Median age at presentation was 3 days (interquartile range 1, 7). Fever (92%), irritability (84%), and clinical signs of seizures (51%) were common. Eleven (30%) had an adverse outcome: 5 (14%) neonates died during the first year of life; 5 of 32 (16%) survivors developed postinfectious hydrocephalus (PIH) and 1 (3%) additional survivor had neurodevelopmental impairment without hydrocephalus.

CONCLUSIONS: Paenibacillus species was identified in 6% of neonates with signs of sepsis who presented to 2 Ugandan referral hospitals; 70% were P. thiaminolyticus. Improved diagnostics for neonatal sepsis are urgently needed. Optimal antibiotic treatment for this infection is unknown but ampicillin and vancomycin will be ineffective in many cases. These results highlight the need to consider local pathogen prevalence and the possibility of unusual pathogens when determining antibiotic choice for neonatal sepsis.

Harvey, D. C., Verma, R., Sedaghat, B., Hjelm, B. E., Morton, S. U., Seidman, J. G., & Kumar, R. (2023). Mutations in genes related to myocyte contraction and ventricular septum development in non-syndromic tetralogy of Fallot.. Frontiers in Cardiovascular Medicine, 10, 1249605. https://doi.org/10.3389/fcvm.2023.1249605 (Original work published 2023)

OBJECTIVE: Eighty percent of patients with a diagnosis of tetralogy of Fallot (TOF) do not have a known genetic etiology or syndrome. We sought to identify key molecular pathways and biological processes that are enriched in non-syndromic TOF, the most common form of cyanotic congenital heart disease, rather than single driver genes to elucidate the pathogenesis of this disease.

METHODS: We undertook exome sequencing of 362 probands with non-syndromic TOF and their parents within the Pediatric Cardiac Genomics Consortium (PCGC). We identified rare (minor allele frequency <1 × 10-4), de novo variants to ascertain pathways and processes affected in this population to better understand TOF pathogenesis. Pathways and biological processes enriched in the PCGC TOF cohort were compared to 317 controls without heart defects (and their parents) from the Simons Foundation Autism Research Initiative (SFARI).

RESULTS: A total of 120 variants in 117 genes were identified as most likely to be deleterious, with CHD7, CLUH, UNC13C, and WASHC5 identified in two probands each. Gene ontology analyses of these variants using multiple bioinformatic tools demonstrated significant enrichment in processes including cell cycle progression, chromatin remodeling, myocyte contraction and calcium transport, and development of the ventricular septum and ventricle. There was also a significant enrichment of target genes of SOX9, which is critical in second heart field development and whose loss results in membranous ventricular septal defects related to disruption of the proximal outlet septum. None of these processes was significantly enriched in the SFARI control cohort.

CONCLUSION: Innate molecular defects in cardiac progenitor cells and genes related to their viability and contractile function appear central to non-syndromic TOF pathogenesis. Future research utilizing our results is likely to have significant implications in stratification of TOF patients and delivery of personalized clinical care.

Griffin, E. L., Nees, S. N., Morton, S. U., Wynn, J., Patel, N., Jobanputra, V., Robinson, S., Kochav, S. M., Tao, A., Andrews, C., Cross, N., Geva, J., Lanzilotta, K., Ritter, A., Taillie, E., Thompson, A., Meyer, C., Akers, R., King, E. C., … Chung, W. K. (2023). Evidence-Based Assessment of Congenital Heart Disease Genes to Enable Returning Results in a Genomic Study.. Circulation. Genomic and Precision Medicine, 16(2), e003791. https://doi.org/10.1161/CIRCGEN.122.003791 (Original work published 2023)

BACKGROUND: Congenital heart disease (CHD) is the most common major congenital anomaly and causes significant morbidity and mortality. Epidemiologic evidence supports a role of genetics in the development of CHD. Genetic diagnoses can inform prognosis and clinical management. However, genetic testing is not standardized among individuals with CHD. We sought to develop a list of validated CHD genes using established methods and to evaluate the process of returning genetic results to research participants in a large genomic study.

METHODS: Two-hundred ninety-five candidate CHD genes were evaluated using a ClinGen framework. Sequence and copy number variants involving genes in the CHD gene list were analyzed in Pediatric Cardiac Genomics Consortium participants. Pathogenic/likely pathogenic results were confirmed on a new sample in a clinical laboratory improvement amendments-certified laboratory and disclosed to eligible participants. Adult probands and parents of probands who received results were asked to complete a post-disclosure survey.

RESULTS: A total of 99 genes had a strong or definitive clinical validity classification. Diagnostic yields for copy number variants and exome sequencing were 1.8% and 3.8%, respectively. Thirty-one probands completed clinical laboratory improvement amendments-confirmation and received results. Participants who completed postdisclosure surveys reported high personal utility and no decision regret after receiving genetic results.

CONCLUSIONS: The application of ClinGen criteria to CHD candidate genes yielded a list that can be used to interpret clinical genetic testing for CHD. Applying this gene list to one of the largest research cohorts of CHD participants provides a lower bound for the yield of genetic testing in CHD.