Literature DB >> 31383248

Akap12beta supports asymmetric heart development via modulating the Kupffer's vesicle formation in zebrafish.

Jeong-Gyun Kim1, Hyun-Ho Kim2, Sung-Jin Bae3.   

Abstract

The vertebrate body plan is accomplished by left-right asymmetric organ development and the heart is a representative asymmetric internal organ which jogs to the left-side. Kupffer's vesicle (KV) is a spherical left-right organizer during zebrafish embryogenesis and is derived from a cluster of dorsal forerunner cells (DFCs). Cadherin1 is required for collective migration of a DFC cluster and failure of DFC collective migration by Cadherin1 decrement causes KV malformation which results in defective heart laterality. Recently, loss of function mutation of A-kinase anchoring protein 12 (AKAP12) is reported as a high-risk gene in congenital heart disease patients. In this study, we demonstrated the role of akap12β in asymmetric heart development. The akap12β, one of the akap12 isoforms, was expressed in DFCs which give rise to KV and akap12β-deficient zebrafish embryos showed defective heart laterality due to the fragmentation of DFC clusters which resulted in KV malformation. DFC-specific loss of akap12β also led to defective heart laterality as a consequence of the failure of collective migration by cadherin1 reduction. Exogenous akap12β mRNA not only restored the defective heart laterality but also increased cadherin1 expression in akap12β morphant zebrafish embryos. Taken together, these findings provide the first experimental evidence that akap12β regulates heart laterality via cadherin1. [BMB Reports 2019; 52(8): 525-530].

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Year:  2019        PMID: 31383248      PMCID: PMC6726206     

Source DB:  PubMed          Journal:  BMB Rep        ISSN: 1976-6696            Impact factor:   4.778


INTRODUCTION

Kupffer’s vesicle (KV) is a spherical left-right organizer which appears transiently during an embryonic stage in zebrafish (1). KV originates from a cluster of dorsal forerunner cells (DFCs). Cadherin1 (Cdh1)-mediated adherens junctions sustain cell cluster formation between the adjacent DFCs and a cluster of DFCs actively migrates towards the vegetal pole to form KV (2). Then, migrated DFCs attach to the overlying surface epithelium and become polarized to construct a rosette-like structure which contains the lumen at the apical point (3). Finally, cilia-formed and fluid-filled KV expands the internal lumen and motile cilia generate fluid flow in a counterclockwise direction to evoke asymmetric signal(s) such as Nodal, Lefty, and Pitx2 (1). The vertebrate body plan is accomplished by left-right asymmetric organ development. The heart is a representative asymmetric internal organ which jogs to the left-side and proper positioning during embryonic development is crucial for its function (4). Accordingly, about ~1% of newborn babies suffer from congenital heart disease (CHD), which has high mortality (5). Dextrocardia, a rare condition in which the apex of the heart is located on the right side of the body, comprises a CHD case with heterotaxy which is often accompanied by asymmetric defects such as a left-sided liver and a right-sided stomach (6). A-kinase anchoring protein 12 (AKAP12) is a member of the AKAP family proteins, which bind to the regulatory subunit of protein kinase A (PKA) and holoenzyme localizes to specific locations within the cell. Besides PKA, AKAP12 displays diverse docking sites for protein kinase C, calmodulin, cyclins, β-1,4-galactosyltransferase, protein phosphatases, the non-receptor tyrosine kinase Src, and β2-adrenergic receptor. In addition, AKAP12 consists of three polybasic domains, four nuclear localization signals, and a nuclear exclusion domain. Therefore, AKAP12 plays various roles in many biological processes including cell migration, cell cycle regulation, barriergenesis, tumor progression, and wound healing (7). Our group previously reported that AKAP12 regulates the blood-brain and blood-retinal barrier (8, 9). This barriergenic property of AKAP12 is also applied to the repair of the central nervous system (CNS) after injury. AKAP12 is strongly expressed in the fibrotic scar during the CNS repair process where it mediates barrier functions (10). Moreover, we and other group reported that akap12 is involved in mesodermal cell shape change, muscle progenitor cell migration and regulation of vascular integrity in zebrafish (11–13). Previous AKAP12 studies did not focus on the differential role of the two AKAP12 isoforms, AKAP12α and AKAP12β. Although they only have a small difference in the N-terminal region (less than 5%), each AKAP12 isoform has an independent promoter (14) and shows distinct spatiotemporal mRNA expression during embryogenesis (12, 13). Interestingly, a recent study identified AKAP12 as a loss-of-function mutated gene in CHD patients, which has not been reported in previous reports (15). Here, we demonstrate that akap12β, not akap12α, is expressed in DFCs and that loss of akap12β leads to defective heart laterality due to decreased cdh1 expression. This report provides the first experimental evidence of a heart laterality regulatory mechanism by akap12β, which might also play a role in human heart heterotaxy.

RESULTS

Akap12β is the major isoform of akap12 during KV development in zebrafish

Akap12α and akap12β are two known isoforms of akap12 in zebrafish (Fig. 1A). During embryonic development, each isoform is differentially regulated due to a distinct promoter region (Fig. 1A, B). The expression of akap12β was first observed in the sphere stage, and that of akap12α was initiated in the bud stage, later than akap12β. Interestingly, akap12β morpholino (MO) injection significantly reduced the expression of pan-akap12 at 75% epiboly stage, while akap12α MO injection did not affect the pan-akap12 expression (Fig. 1C, D).
Fig. 1

KV lineage cells express akap12β in zebrafish. (A) The genomic locus of akap12 in zebrafish. (B) RT-PCR analysis of two akap12 isoforms. (C) qRT-PCR analysis of pan-akap12 mRNA at 75% epiboly stage in control, akap12α, akap12β, and akap12αβ-double morphants. (D) ISH images of pan-akap12 at 75% epiboly stage in control, akap12α, akap12β, and akap12α and β-double morphants. (E, F) ISH for pan-akap12 (blue) within immunostained sox17:EGFP-positive DFCs (brown) at 75% epiboly (E) or bud stage (F) was marked by a red rectangle. (G) Two color ISH for pan-akap12 and dand5 at 6 ss.

Next, we investigated the spatiotemporal expression of akap12 by in situ hybridization (ISH) (Fig. 1E–G). Mesodermal cells highly expressed akap12 mRNA as previously reported (11). Interestingly, akap12 was expressed in sox17-positive DFCs, known as the progenitor cells of KV. The observed akap12 was suggested to be akap12β, as sox17-positive DFCs, which originate from non-involuting endocytic marginal cells, are present at the 75% epiboly stage (Fig. 1E, F). Moreover, two color ISH for akap12 and dand5, the marker of KV, revealed that akap12 expression in KV was not detected at the 6 somite stage (ss) when KV formation by DFC collective migration is completed (Fig. 1G). Taken together, akap12β, but not akap12α, was transiently expressed in KV ascendant cells when the cluster of DFCs underwent collective migration.

Heart laterality is disrupted in akap12β morphants

Specific expression of akap12β in KV lineage cells motivated us to investigate whether akap12β regulates the left-sided heart orientation via fine-tuning the KV formation in zebrafish. First, the positioning of the heart was investigated by ISH for cmlc1 in akap12β morphants. Akap12β morphants exhibited mesocardia (~20%) and dextrocardia (~12%), while control morphants showed normal heart laterality (Fig. 2A, B). Then, we evaluated KV formation in akap12β morphants by ISH for spaw, the nodal-related gene and a novel marker for KV, as the abnormal KV development is a frequent cause of disorienting heart laterality. Bilateral (19%) and right-sided (13%) spaw expression were observed in akap12β morphants while aberrant spaw expression was observed in only 6% of the control morphants (Fig. 2C, D).
Fig. 2

Knockdown of akap12β disrupts organ laterality. (A) Visualization of the heart by ISH for cmlc1 in 30 hpf embryos of control and akap12β morphants. (B) Stacked bar graph (control morphants; n = 154, akap12β morphants; n = 143). (C) Representative images of spaw by ISH in 18 ss embryos of control and akap12β morphants. (D) Stacked bar graph (control morphants; n = 174, akap12β morphants; n = 195). (E) Visualization of the heart by ISH for cmlc1 in 30 hpf embryos of DFC-specific morphants. (F) Stacked bar graph (DFC control morphants; n = 85, DFC akap12β morphants; n = 94). (G) Representative images of spaw by ISH for cmlc1 in 30 hpf embryos of DFC-specific morphants. (H) Stacked bar graph (DFC control morphants; n = 45, DFC akap12β morphants; n = 67).

To investigate whether the specific downregulation of akap12β in the KV lineage cells such as DFCs also disrupts heart laterality, the akap12β MO was injected into the yolk at the 128 to 512-cell stage (DFC MO) for exclusive reduction of akap12β in the KV lineage cells including DFCs (16). DFC-specific injected MO is restricted in the boundary between the blastomeres and yolk where the KV lineage cells exist since the marginal blastomeres are connected to the yolk cell by a cytoplasmic bridge (Supplementary Fig. S1). Disrupted heart laterality (~41%) and aberrant spaw expression (~25%) were also observed in DFC-specific akap12β morphants, whereas low rate defects were identified in DFC control morphants (Fig. 2E–H).

Akap12β regulates collective migration of DFCs

Next, we validated the notochordal expression of lefty1, which functions as the midline molecular barrier to restrict nodal activity to the left lateral plate mesoderm (17). However, normal expression of lefty1 was observed in the notochord of both control and akap12β morphants, regardless of dorsal curvature (Fig. 3A, B). Then, we examined dand5 expression, which is a molecular barrier of spaw by surrounding KV. The control morphants showed mostly normal dand5 expression with a horseshoe shape, however, discontinuous dand5 expression was observed in ~58% of akap12β morphants (Fig. 3C, D). Moreover, a sox17:EGFP-positive DFC cluster, which gives rise to the KV, was identified as fragmentation of DFC clusters in 30% of DFC akap12β morphants, while minimal DFC fragmentation was observed in only ~1% of DFC control morphants (Fig. 3E, F). Then, we confirmed the DFC fragmentation in DFC akap12β morphants by ISH for foxj1a at 75% epiboly stage. Fragmentation of foxj1a-positive DFC clusters was observed in ~39% of DFC akap12β morphants, while a single non-fragmented DFC cluster was identified in DFC control morphants (Fig. 3G, H).
Fig. 3

Failure of collective migration of DFCs in akap12β morphants. (A) Visualization of lefty1 by ISH in 18 ss embryos of control and akap12β morphants. (B) Stacked bar graph (control morphants; n = 74, akap12β morphants; n = 92). (C) Representative images of dand5 by ISH in 6 ss embryos of control and akap12β morphants. (D) Stacked bar graph (control morphants; n = 86, akap12β morphants; n = 110). (E) Visualization of DFC clusters by immunostaining of sox17:EGFP in 75% epiboly embryos of DFC-specific morphants. (F) Stacked bar graph (DFC control morphants; n = 82, DFC akap12β morphants; n = 77). (G) Representative images of DFC clusters by ISH for foxj1a in 75% epiboly embryos of DFC-specific morphants. (H) Stacked bar graph (DFC control morphants; n = 22, DFC akap12β morphants; n = 36).

Taken together, these data suggest that reduced akap12β expression in DFCs results in the disruption of asymmetric signals and heart laterality due to failure of DFC collective migration.

Reduction of cdh1 by akap12b knockdown disrupts DFC cluster integrity

Fragmented DFC clusters are the symbolic phenotype of disrupted cell collectivity between DFCs which is maintained by Cdh1-based adherence junction (18). Thus, we evaluated Cdh1 expression in akap12β morphants by immunostaining at 75% epiboly stage. DFC control morphants showed high Cdh1 expression at intercellular surfaces between the DFCs. However, DFC akap12β morphants displayed significantly reduced Cdh1 expression within DFCs (Fig. 4A). Furthermore, not only protein expression, but also mRNA expression was decreased in akap12β morphants (Fig. 4B). These data suggest that the reduced Cdh1 expression within DFCs by akap12β downregulation could lead to KV malformation due to DFC fragmentation. Then, we examined how DFC fragmentation affects KV formation in akap12β morphants. Interestingly, we identified that the size of KV in DFC akap12β morphants was relatively smaller than that of DFC control morphants using differential interference contrast images of living embryos. Consistent with these observations, KV apical lumen area encompassed by Cldn5α was significantly reduced in DFC akap12β morphants (0.63-fold vs. DFC control morphants, Fig. 4C, D).
Fig. 4

Malformation of KV integrity in akap12β morphants and restoration of defective phenotypes in akap12β morphants by exogenous akap12β mRNA. (A) Immunostaining of Cdh1 and sox17:EGFP in 75% epiboly embryos of DFC control and akap12β morphants. Scale bar, 10 μm. (B) qRT-PCR analysis of cdh1 mRNA in 75% epiboly embryos of DFC control and akap12β morphants. (C) Representative images of Cldn5α-immunostained KV lumen (upper) and whole embryo (lower) in 6 ss embryos of DFC control and akap12β morphants. Scale bar, 20 μm. (D) The lumen area surrounded by Cldn5α is shown as the means ± SD; *P < 0.05, (DFC control morphants; n = 10, DFC akap12β morphants; n = 13). (E) Visualization of DFC clusters by immunostaining of sox17:EGFP in 75% epiboly embryos of control, akap12β, and akap12β mRNA-injected akap12β morphants. (F) Stacked bar graph (control morphants; n = 32, akap12β morphants; n = 30, akap12β mRNA-injected akap12β morphants; n = 35). (G) Visualization of KV lumen by immunostaining for Cldn5α in 6 ss embryos of control, akap12β, and akap12β mRNA-injected akap12β morphants. Scale bar, 20 μm. (H) The lumen area surrounded by Cldn5α is shown as the means ± SD; ***P < 0.001, **P < 0.01, (control morphants; n = 10, akap12β morphants; n = 10, akap12β mRNA-injected akap12β morphants; n = 11).

Finally, akap12β mRNA was injected with MOs to rescue the phenotypes of akap12β morphants. Fragmentation of DFC clusters was restored by exogenous akap12β. Akap12β mRNA injected akap12β morphants showed a higher rate of normally formed single non-fragmented DFC cluster (~76%) than akap12β morphants (~57%) (Fig. 4E, F). Consistently, Exogenous akap12β mRNA also increased the KV lumen area in akap12β morphants (1.75-fold vs. akap12β morphants, Fig. 4G, H). Taken together, these data suggest that the loss of cell collectivity within DFCs reduces KV size and this reduction finally results in heart laterality defects in akap12β morphants.

DISCUSSION

The current study investigated the role of akap12β and akap12α in heart laterality establishment, providing the first experimental evidence that akap12β, not akap12α, might play a role in human heart heterotaxy. We showed that akap12β is the major isoform of akap12 during embryogenesis and is expressed in DFCs, ascendant cells of KV. Knockdown of akap12β led to the reduced cdh1 expression in DFCs which resulted in loss of cell collectivity within DFCs. Finally, fragmented DFC clusters gave rise to smaller KV and malformed KV failed to establish proper heart laterality. AKAP12 was first identified as an autoantigen in myasthenia gravis, so it was named Gravin (7). In the present study, we investigated the specific role of akap12β in heart laterality regulation. In akap12α morphants, a single sox17:EGFP-positive DFC cluster was preserved and reduction of cdh1 was not observed during KV development (Supplementary Fig. S2 and S3A, B). In this regard, Gelman et al. examined the expression of AKAP12 isoforms in the internal organs including the heart of human and mouse and showed by immunostaining that Akap12 is expressed in the heart during fetal stage (19). Besides, Streb et al. reported that Akap12α and Akap12β are differentially regulated by independent promoters in different tissues and cells (14). In the recent study, two kinds of de novo loss of function mutations of AKAP12 within the exon shared by both isoforms were identified as high-risk mutations in CHD patients of left ventricular obstruction and heterotaxy such as dextrocardia, respectively (15). Interestingly, sudden death was observed in 3% to 4% of 4-month-old Akap12-null mice which carry the deletion of the common exon of Akap12 isoforms and cardiomegaly was commonly identified in all those cases by autopsy (20). Accordingly, we hypothesized that AKAP12β might control the pure heart development considering it as the major isoform of AKAP12 in the heart (14) and AKAP12β might regulate proper heart positioning depending upon our current investigation, respectively. Further investigation is necessary to define the exact role of AKAP12 isoforms in heart development. Our group reported that AKAP12 regulates junctional protein expression such as E-Cadherin, VE-Cadherin, Claudin-1, Occludin, and ZO-1 in diverse systems (8–10, 12). In zebrafish, Cdh1-mediated cell adhesion between adjacent DFCs is essential for their collective migration followed by KV morphogenesis (2, 18). In this regard, we also observed reduction in cdh1 mRNA and protein expression in akap12β-deficient zebrafish. Moreover, exogenous akap12β mRNA not only maintained a single non-fragmented DFC cluster and the size of KV but also restored cdh1 mRNA expression in akap12β morphants (Fig. S3C). However, we focused on the role of akap12β in the establishment of heart laterality in the current study so further investigations including mechanism(s) of independent expression of akap12 isoforms and regulation of cdh1 expression by akap12β should be necessary. Recent studies have revealed that asymmetric distribution of hypoxia contributes to dorsoventral axis establishment during embryogenesis of sea urchin and that retinoic acid (RA) is involved (21–23). Moreover, our group previously reported that partial oxygen pressure regulates AKAP12 expression and that RA induces AKAP12 expression in CNS injury repair (9, 24) and we hypothesized that gradation of such factors could regulate the spatiotemporal expression of akap12 isoforms. Relating to cdh1 expression, our group reported that AKAP12 induced by reoxygenation and/or RA suppresses SNAI1, a master transcription factor for epithelial-mesenchymal transition, via the non-Smad pathway during the recovery of CNS injury and that AKAP12 knockdown increases SNAI1 expression in ARPE-19 epithelial cell line (24). Considering Snai1 as a well-known transcriptional repressor for E-cadherin expression (25) and the possible role(s) of Snai1 in asymmetric development (26, 27), we suggest that reduced Cdh1 expression in akap12β morphants might be mediated by enhanced Snai1 expression. In addition to DFC collective migration, DFC numbers and ciliogenesis in KV are crucial for heart laterality (17). Our data indicated that proliferation of DFCs in akap12β morphants was comparable with control morphants and the number of cilia in akap12β morphants was similar to that in control morphants considering the size of the KV lumen (Supplementary Fig. S4, 5). Malformed KV affected not only heart laterality but also other asymmetric internal organs since we also observed aberrant pancreas positioning in akap12β morphants (Supplementary Fig. S6). These data, together with other current data, suggest that loss of function mutation of AKAP12 might be linked to diverse heterotaxy. Given genetic evidences of AKAP12 loss of function mutation in certain CHD patients, our data indicating that akap12β, not akap12α, specifically regulates heart laterality via regulation of cdh1 expression in DFCs in zebrafish could be extended to the regulation of heart laterality and asymmetric development of internal organs in humans.

MATERIALS AND METHODS

Zebrafish

Tuebingen wild-type zebrafish and transgenic sox17:egfp zebrafish (Tg(sox17:egfp)) were previously described (16). All zebrafish work was carried out in accordance with protocols approved by the Institutional Animal Care and Use Committees of Seoul National University.

Morpholino injection

The protocol of MO injection into zebrafish embryos was previously described (13). Briefly, splice-blocking MOs were injected into the yolk at one-cell stage for whole embryo knockdown or at 128–512-cell stage for DFC-specific knockdown as indicated. Translation-blocking MOs were used to rule out the off-target effects (Supplementary Fig. S7). MOs for akap12α and akap12β were previously described (13).

In vitro transcription

PCR-amplified akap12β was cloned into pCS2+ vector (28). 5′-capped and poly(A)-tailed mRNAs were generated using mMessage mMachine ultra kit (Ambion). 80–120 pg of akap12β mRNA was co-injected with akap12β MO. Sequences of primers for akap12β cloning are summarized in Supplementary Table S1.

RNA isolation and quantitative RT-PCR

The protocols of qRT-PCR and RT-PCR were previously described (29). Total RNA was isolated from zebrafish embryos at indicated stages with TRIzol reagent (Invitrogen) and cDNA was obtained from 2 μg of total RNA using MMLV reverse transcriptase (Promega). qRT-PCR was then performed using StepOnePlus RT-PCR system (Applied Biosystems) with RealHelix qPCR kit (NanoHelix). Relative mRNA expression levels were calculated by the comparative 2−ΔΔCt method. Actb2 and eef1a1l1 served as internal controls. Primer sequences for qRT-PCR are summarized in Supplementary Table S1.

Whole-mount ISH and immunostaining

The protocol of ISH was previously described (16). Specific regions of lefty1 and foxj1a were cloned into pGEM T easy vector (Promega). ISH probe vectors for cmlc1, dand5, spaw, and pan-akap12 were previously described (12, 16) and primer sequences of lefty1 and foxj1a for ISH probe vectors are summarized in Supplementary Table S1. The protocol of whole-mount immunostaining for Tg(sox17:egfp) embryos was described previously (16). Mouse anti-Cdh1 (1:200, BD Biosciences) and goat anti-mouse AF546 (1:1000, Invitrogen) were used for immunofluorescence. Stained embryos were mounted in glycerol and images were obtained by an AxioCam ICC-1 camera (Zeiss) on a Stemi 2000C (Zeiss) for immunohistochemistry and an LSM700 confocal microscope (Zeiss) for immunofluorescence, respectively, and processed using ZEN 2012 software (Zeiss).

Statistical analysis

Measurement of KV lumen area was described previously (16). The data are presented as means ± SD and analyzed with Prism 5 (GraphPad Software, Inc.). The data in Fig. 4B and 4D were analyzed by two-tailed Student’s t-test and the data in Fig. 4H were analyzed by one-way ANOVA test.
  29 in total

Review 1.  Diverse initiation in a conserved left-right pathway?

Authors:  H J Yost
Journal:  Curr Opin Genet Dev       Date:  1999-08       Impact factor: 5.578

Review 2.  Left-right asymmetry in heart development and disease: forming the right loop.

Authors:  Audrey Desgrange; Jean-François Le Garrec; Sigolène M Meilhac
Journal:  Development       Date:  2018-11-22       Impact factor: 6.868

3.  Left-right analysis of mammary gland development in retinoid X receptor-α+/- mice.

Authors:  Jacqulyne P Robichaux; John W Fuseler; Shrusti S Patel; Steven W Kubalak; Adam Hartstone-Rose; Ann F Ramsdell
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2016-12-19       Impact factor: 6.237

4.  Canopy1, a positive feedback regulator of FGF signaling, controls progenitor cell clustering during Kupffer's vesicle organogenesis.

Authors:  Takaaki Matsui; Siripong Thitamadee; Tomoko Murata; Hisaya Kakinuma; Takuji Nabetani; Yoshio Hirabayashi; Yoshikazu Hirate; Hitoshi Okamoto; Yasumasa Bessho
Journal:  Proc Natl Acad Sci U S A       Date:  2011-05-31       Impact factor: 11.205

5.  Akap12 is essential for the morphogenesis of muscles involved in zebrafish locomotion.

Authors:  Hyun-Ho Kim; Jeong-gyun Kim; Jinkyung Jeong; Song-Yi Han; Kyu-Won Kim
Journal:  Differentiation       Date:  2014-12-18       Impact factor: 3.880

6.  AKAP12 regulates human blood-retinal barrier formation by downregulation of hypoxia-inducible factor-1alpha.

Authors:  Yoon Kyung Choi; Jeong Hun Kim; Woo Jean Kim; Hae Young Lee; Jeong Ae Park; Sae-Won Lee; Dae-Kwan Yoon; Hyun Ho Kim; Hum Chung; Young Suk Yu; Kyu-Won Kim
Journal:  J Neurosci       Date:  2007-04-18       Impact factor: 6.167

7.  AKAP12 regulates vascular integrity in zebrafish.

Authors:  Hyouk-Bum Kwon; Yoon Kyung Choi; Jhong-Jae Lim; Seung-Hae Kwon; Song Her; Hyun-Jin Kim; Kyung-Joon Lim; Jong-Chan Ahn; Young-Myeong Kim; Moon-Kyung Bae; Jeong Ae Park; Chul-Ho Jeong; Naoki Mochizuki; Kyu-Won Kim
Journal:  Exp Mol Med       Date:  2012-03-31       Impact factor: 8.718

8.  Claudin5a is required for proper inflation of Kupffer's vesicle lumen and organ laterality.

Authors:  Jeong-Gyun Kim; Sung-Jin Bae; Hye Shin Lee; Ji-Hyeon Park; Kyu-Won Kim
Journal:  PLoS One       Date:  2017-08-03       Impact factor: 3.240

9.  DNAAF1 links heart laterality with the AAA+ ATPase RUVBL1 and ciliary intraflagellar transport.

Authors:  Verity L Hartill; Glenn van de Hoek; Mitali P Patel; Rosie Little; Christopher M Watson; Ian R Berry; Amelia Shoemark; Dina Abdelmottaleb; Emma Parkes; Chiara Bacchelli; Katarzyna Szymanska; Nine V Knoers; Peter J Scambler; Marius Ueffing; Karsten Boldt; Robert Yates; Paul J Winyard; Beryl Adler; Eduardo Moya; Louise Hattingh; Anil Shenoy; Claire Hogg; Eamonn Sheridan; Ronald Roepman; Dominic Norris; Hannah M Mitchison; Rachel H Giles; Colin A Johnson
Journal:  Hum Mol Genet       Date:  2018-02-01       Impact factor: 6.150

10.  Contribution of rare inherited and de novo variants in 2,871 congenital heart disease probands.

Authors:  Sheng Chih Jin; Jason Homsy; Samir Zaidi; Qiongshi Lu; Sarah Morton; Steven R DePalma; Xue Zeng; Hongjian Qi; Weni Chang; Michael C Sierant; Wei-Chien Hung; Shozeb Haider; Junhui Zhang; James Knight; Robert D Bjornson; Christopher Castaldi; Irina R Tikhonoa; Kaya Bilguvar; Shrikant M Mane; Stephan J Sanders; Seema Mital; Mark W Russell; J William Gaynor; John Deanfield; Alessandro Giardini; George A Porter; Deepak Srivastava; Cecelia W Lo; Yufeng Shen; W Scott Watkins; Mark Yandell; H Joseph Yost; Martin Tristani-Firouzi; Jane W Newburger; Amy E Roberts; Richard Kim; Hongyu Zhao; Jonathan R Kaltman; Elizabeth Goldmuntz; Wendy K Chung; Jonathan G Seidman; Bruce D Gelb; Christine E Seidman; Richard P Lifton; Martina Brueckner
Journal:  Nat Genet       Date:  2017-10-09       Impact factor: 38.330

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