Abstract
CHARGE syndrome is a rare genetic disease characterized by numerous congenital abnormalities, mainly caused by de novo alterations of the CHD7 gene. It encodes a chromodomain protein, involved in the ATP-dependent remodeling of chromatin. The vast majority of CHD7 alterations consists in null alleles like deletions, nonsense substitutions or frameshift-causing variations. The aim of this study was to develop a biological test of CHD7 protein, to study the impact upon protein functionality of rare allelic variants in the CHD7 gene that elicits changes in the amino acid sequence. Using an expression vector encoding CHD7, three amino acid substitutions and one five-amino acid insertion were generated via site-directed mutagenesis. Then CHD7 proteins, either wild-type (WT) or variants, were overexpressed in HeLa cell line. Protein expression was highlighted by western blot and immunofluorescence. We then used real-time RT-PCR to study CHD7 functionality by evaluating the transcript amounts of five genes whose expression is regulated by CHD7 according to the literature. These reporter genes are 45S rDNA, SOX4, SOX10, ID2, and MYRF. We observed that, upon WT-CHD7 expression, the reporter gene transcriptions were downregulated, whereas the four variant alleles of CHD7 had no impact. This suggests that these alleles are not polymorphisms because the variant proteins appeared nonfunctional. Therefore, these variations can be considered as disease-causing of CHARGE syndrome.
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Introduction
CHARGE syndrome (CS; OMIM 214800) is a rare genetic disease characterized by the multiple congenital anomalies in variable combinations [1, 2]. Pagon et al. coined the term CHARGE, an acronym summarizing six cardinal clinical features of the disorder (ocular Coloboma, Heart disease, choanal Atresia, growth and/or development Retardation, Genito-urinary defects and/or hypogonadism, Ear anomalies and/or deafness) [3]. The diagnosis has subsequently been refined, as the combinations of major and minor criteria [4]. The incidence of CHARGE syndrome was estimated from 1/8500 to 1/12,000 live births [5]. In 2004, molecular abnormalities in patients with CHARGE syndrome were identified using CGH (comparative genomic hybridization) array and FISH (fluorescent in situ hybridization). They concluded that the CHD7 gene (OMIM 608892) is responsible for the most cases of CHARGE syndrome [6]. A large majority of CHD7 allelic variants occurs de novo; however, rare familial occurrences have been described, with dominant inheritance but with heterogeneous phenotypes within families [7]. Regardless of the case, haploinsufficiency mechanism is responsible for the pathology. Some cases of significant clinical overlap with CHARGE syndrome, such as 22q11.2 deletion syndrome, Kallmann syndrome and Omenn-like syndrome, have also shown CHD7 alterations [8,9,10].
CHD7 protein belongs to the chromodomain helicase DNA-binding (CHD) protein family, which is a highly conserved group of nuclear proteins that exhibit ATP-dependent chromatin remodeling activity [11]. Among them, CHD7 is involved in the fine-tuning of gene transcription in the early steps of the development of various tissues [12]. Indeed, CHD7 appeared to bind various chromatin sites. If the binding pattern is cell-dependent, it always matches with the chromatin fragments recognized by a specific subset of methylated H3 histones [13]. CHD7 localizes in the nucleoplasm and it is also found in the nucleolus, where it positively regulates the expression of the 45S ribosomal RNA precursor [14].
For 78% of patients, the expression of one CHD7 allele is abolished following so-called truncating alterations, e.g., nonsense and frameshift eliciting the appearance of a premature termination codon, and 11% of patients have splice site alterations. By contrast, only 8% of the CHD7 variants found in patients are missense [7]. However, the deleterious consequence of a single amino acid substitution may be challenging to ascertain, hindering genetic counseling. Computational tools have been refined to predict putative deleterious effects of missense variants [15]. Moreover, DNA methylation signature was recently proposed as a diagnosis tool for disorders involving proteins that attend the epigenetic machinery [16, 17].
However, no straightforward functional assay is available for CHD7 protein variants. A biochemical method was described to test in vitro the function of the CHD7 protein: first, the authors purified CHD7 protein expressed in insect cells using a baculovirus vector. Then, they used these recombinant proteins to study in vitro their chromatin remodeling properties [18]. However, the complexity of this system is incompatible with routine use.
In this paper, we propose a simple assay, in which CHD7 protein variants are expressed in HeLa cell line. Then, the impact upon the transcription of several genes, whose expression is controlled by CHD7 protein according to the literature, is evaluated by qRT-PCR. In order to discriminate nonfunctional proteins and to identify likely disease-causing variants, the effect of the expression of CHD7 proteins exhibiting amino acid substitutions or insertion found in patients was compared with the one of wild-type CHD7.
Materials and methods
Patients and molecular genetics data
The index cases were referred to our laboratory because of clinical features characteristic of CHARGE syndrome according to Verloes’s updated criteria [4]. CHD7 variation screening was realized as previously described [19, 20]. Nucleotide RefSeq CHD7 NM_017780.3 and exon numbering NG_007009.1 were used. CHD7 variants affecting its function were classified according to the American College of Medical Genetics recommendations [21]. To investigate the potential impact of missense nucleotide changes upon CHD7 protein, we have used 10 software embedded in the VarSome tool (https://varsome.com/) and PolyPhen-2 (http://genetics.bwh.harvard.edu/pph2/). To establish the potential impact on the splicing mechanism, missense variants were studied by using Human Splicing Finder (HSF) software (http://www.umd.be/HSF3/).
Patient harboring c.5944 G > T or p.(Gly1982Trp): the female index patient (9 years old) presented with a typical form of CS (notably semicircular canal hypoplasia, atresia of the choanae, tetralogy of fallot, and typical cup-shaped ears). This variant was found in her affected brother (intellectual deficiency, unilateral deafness, and cryptorchidism) and was not found in her mother (her father, presenting with unilateral deafness, refused CHD7 molecular analysis) (Supplementary Fig. 1). Nevertheless, her paternal uncle (53 years old) who also harbors this variation presented with a typical CS form (complete clinical description previously published) [20]. Gly1982Trp variation affects the SANT (switching-defective protein 3, adaptor 2, nuclear receptor corepressor, transcription factor IIIB) domain of the protein and is predicted pathogenic by all software. The variation is not found in any public database. Taken together, these data sustain a class 3 (uncertain significance) variation. It could be noticed that HSF predicted no significant impact upon splicing mechanism.
Patient harboring c.6955 C > T (rs121434341) or p.(Arg2319Cys): this young male baby (9 months old) presented with an atypical CS form with a bilateral choanae atresia, a right semicircular canal hypoplasia and typical dysplastic ears. Ophthalmologic, cardiac, and abdominal examinations were normal. This missense variant is predicted pathogenic by all software and arose de novo. It is reported one time as pathogenic in ClinVar (https://www.ncbi.nlm.nih.gov/clinvar/), five times in the CHD7 database (https://chd7.org) and is not reported in control database like Exome Variant Server (EVS) (http://evs.gs.washington.edu/EVS/) or gnomAD (http://gnomad.broadinstitute.org/). Moreover, another variant affecting the same amino acid (p.Arg2319Ser) is also reported twice as pathogenic in ClinVar and twice as VUS (variant of unknown significance) in CHD7 database. Taken together, these data are consistent with p.(Arg2319Cys) belonging to class 5 (disease-causing) variation. HSF predicted no significant impact upon splicing mechanism.
Patient harboring c.3905 T > C or p.(Leu1302Pro): this male patient (13 years old) presented with an atypical form of CS (detailed clinical description previously published) [21]. This variant localized in Helicase C domain is predicted pathogenic by all software and arose de novo. It was reported once as pathogenic in the CHD7 database and was not reported in the control database like EVS or gnomAD. All these data are consistent with a class 5 (disease-causing) variation. HSF predicted no significant impact upon splicing mechanism.
We reported our findings in ClinVar database and these variants can be viewed using the following accession numbers: SCV000899279 (c.5944 G > T), SCV000899230 (c.6955 C > T), and SCV000899280 (c.3905 T > C). We also posted CS patients and their corresponding variants in CHD7 database under the following references: pending.
We have previously described patients displaying c.5405–17 G > A substitution (rs794727423), which lies in a recurrent hotspot of variations in intron 25 of CHD7 [22]. We have shown by the minigene assay that it elicits a splicing defect, potentially leading to the synthesis of a protein harboring a five-amino acid insertion, p.(His1801_Gly1802insAspGlyHisGlyThr).
As functional variant controls, we used c.2680 A > G (rs377662366) or p.(Thr894Ala), and c.6478 G > A (rs61753399) or p.(Ala2160Thr). Both are classified as benign in ClinVar.
The positions in CHD7 protein of the amino acid changes that we studied are displayed in Fig. 1.
Plasmids and site-directed mutagenesis
The pCI-neo vector encoding untagged wild-type CHD7 protein is a generous gift from Cynthia Bartels and Peter Scacheri (Case Western Reserve University, Cleveland, Ohio, USA). Nucleic acid substitutions were generated using the QuickChange XL Site-Directed Mutagenesis Kit (Agilent Technologies, Santa Clara, California, USA). To generate a five-amino acid insertion, we applied a modified mutagenesis protocol [23]. The DNA sequences of the oligonucleotides (Eurogentec, Seraing, Belgium) are listed in Supplementary Table 1. Plasmid DNA was purified using the QIAprep Spin Miniprep or Maxiprep Kits (Qiagen, Hilden, Germany) according to the supplier’s instructions. Sequence modifications in individual clones were verified through plasmid sequencing on both strands using the ABI PRISM Big Dye Terminator Cycle Sequencing Ready Reaction Kit (Applied Biosystems, Foster City, California, USA). Reactions were run on an ABI PRISM 310 automatic sequencer (Applied Biosystems).
Cell culture and transfection
HeLa cells were cultured under an atmosphere of 5% CO2 at 37 °C in Dulbecco’s Modified Eagles Medium (DMEM, Invitrogen, Carlsbad, California, USA), supplemented with 10% fetal bovine serum (Invitrogen) and 1% penicillin–streptomycin (10,000 U/mL, Invitrogen). For transitory transfection, cells were seeded at a density of 4.105 cells per well in 6-well culture plates, or 8.105 cells per 60 mm culture dish, and were incubated overnight at 37 °C to obtain 70–80% confluence. Transfection was performed with 5 µL of Lipofectamine 2000 (Invitrogen) mixed with 4 µg of plasmid DNA, or with 10 µL of Lipofectamine 2000 and 8 µg of plasmid DNA, respectively.
Antibodies
The following primary antibodies were used in this study: rabbit monoclonal antibody anti-CHD7 (clone D3F5, Cell Signaling, Danvers, Massachusetts, USA); mouse monoclonal antibodies anti-β-actin (clone AC-74, Sigma-Aldrich, St. Louis, Missouri, USA), and anti-nucleolin (C23, clone MS-3, Santa Cruz Biotechnology, Dallas, Texas, USA). Peroxidase-linked secondary antibodies for western blot were obtained from Sigma-Aldrich: goat anti-mouse IgG (Fc-specific) and goat anti-rabbit IgG (whole molecule). For fluorescent imaging, we used RRX-conjugated goat anti-mouse IgG (H + L) and FITC-conjugated donkey anti-rabbit IgG (H + L) (Jackson ImmunoResearch Laboratories, Cambridgeshire, UK).
Western blot analysis
Forty-eight hours after transfection, cells were solubilized in lysis buffer containing 10 mM Tris-HCl pH 7.5, 1% Nonidet P-40, 0.5% deoxycholate with protease inhibitor cocktail Complete (Roche Applied Science, Penzberg, Germany) and 2 mM AEBSF (Sigma-Aldrich). Cell lysate homogenization, SDS-PAGE, and western blot were performed as previously described [24].
Immunofluorescence
Cells were cultured on glass coverslips, transfected and incubated at 37 °C 48 h before staining. Then they were fixed in 3.7% paraformaldehyde and permeabilized in PBS containing 0.5% Triton X-100 (Sigma-Aldrich). Unspecific antigen sites were blocked with PBS containing 0.5% bovine serum albumin (Sigma-Aldrich). Cells were incubated overnight with 30 µL primary antibody diluted 1/100 in PBS-BSA at room temperature in a humid chamber. The next day, the slides were washed three times in PBS-BSA and incubated 1 h in the presence of 30 µL of secondary antibody (diluted 1/100 in PBS-BSA) supplemented with DRAQ5 (eBioscience, Waltham, Massachusetts, USA) to mark the nucleus. Coverslips were mounted with Mowiol (Sigma-Aldrich) mounting medium. Immunofluorescent localization of the proteins was visualized using a spectral confocal microscope Olympus FV1000.
RNA extraction and cDNA synthesis
RNA extraction was performed using the procedure of Chomczynski with the RNABle reagent (Eurobio, Courtaboeuf, France). The RNA concentration was measured with a NanoDrop 1000 spectrophotometer (Thermo Fisher, Waltham, Massachusetts, USA). Reverse transcription was performed by mixing the following reagents: 2 µg of RNA, 5 µL of 5× buffer (Thermo Fisher), 2.5 µL of 100 mM DTT (Thermo Fisher), 1.5 µL of 1600 ng/µL random hexanucleotides (Invitrogen), 1 µL of 25 mM dNTPs (Promega, Madison, Wisconsin, USA), 40 U of RNAguard (Euromedex, Strasbourg, France), and 400 U of M-MLV RT (Promega). cDNA synthesis was performed at 37 °C for 1 h, then denaturation of the enzymes was carried out by heating at 100 °C for 2 min. The cDNA solution was stored at −20 °C. Finally, the cDNA was diluted 1/10 for subsequent use in quantitative PCR.
Real-time PCR
A previous study showed that 45S pre-rRNA expression level is positively correlated with CHD7 protein amount, in a colorectal cancer cell line and in mouse embryonic stem cells [14]. Another team described that, in dividing neural stem cells, CHD7 stimulates the expression of SOX4 and SOX11 genes via the remodeling of the chromatin region containing their promoters [25]. Furthermore, another study showed that CHD7 and Sox10 proteins co-operate to the target enhancers of several genes involved in myelination [26]. Among them, we chose as reporter genes MYRF and SOX10 itself, whose transcription was decreased in the spinal cord of CHD7 conditional knockout mice, and ID2 which was upregulated. Therefore, we evaluated the transcription levels of 45S rDNA, SOX4, SOX10, MYRF, and ID2 genes.
The sequence of oligonucleotides (Eurogentec) used for real-time PCR are listed in Supplementary Table 2. cDNA samples and oligonucleotides (0.9 µM for primers and 0.3 µM for internal probe) were added to TaqMan Universal Master Mix (Applied Biosystems) in a final volume of 15 µL. PCR reactions were performed in triplicate on a 7500 Fast Real-Time PCR System (Applied Biosystems). A comparative threshold cycle (CT) was used to determine relative gene expression. For each gene, ∆CT was calculated against the GAPDH housekeeping gene. Hence, the value used to plot relative gene transcription level was determined using the expression 2−∆∆CT. RNA amounts were expressed as an n-fold difference relative to the mock-transfected condition. Results are displayed as the means and standard deviation corresponding to three independent transfections. To compare sets of data, we used the Student’s t-test. All statistical tests were performed using GraphPad Prism version 7.0 software for Windows (Graphpad Software Inc., La Jolla, California, USA).
Results
Assessment of wild-type CHD7 protein functionality
First, we aimed to establish a functional test to evidence the functionality of normal CHD7 protein and subsequently to observe putative dysfunctions of CHD7 variants expressed in CS patients. CHD7 was proposed to regulate the transcription of numerous genes throughout development, by binding regulatory regions of the chromatin prior to remodeling. To investigate the functionality of CHD7 alleles, we measured by qRT-PCR the consequence of CHD7 overexpression upon the RNA transcript amount for several genes whose transcription can be modulated by CHD7 according to the literature. We chose to quantify 45S preribosomal RNA, and the mRNA of SOX4, SOX10, ID2, and MYRF genes, as explained in the Material and Methods section.
When we overexpressed WT-CHD7 in HeLa cells, the amount of RNA transcribed from these genes were downregulated, compared with mock-transfected cells (Fig. 2): the transcript amounts were reduced to 39.4 ± 4.5% of control for 45S rDNA, 60.5 ± 1.5% for SOX4, 48.9 ± 2.7% for SOX10, 23.2 ± 4.2% for ID2 and 40.6 ± 1.3% for MYRF gene. To validate these results, we applied our biological assay to two CHD7 protein variants, presenting one amino acid substitution but classified as nonpathogenic using GnomAD software predictive tool: p.(Thr894Ala) and p.(Ala2160Thr). We will refer below to these polymorphisms with the following abbreviations: T894A and A2160T, respectively. We generated plasmids encoding these variants using site-directed mutagenesis and, after transfection in HeLa cells, we first assessed the expression of these proteins by western blot and immunofluorescence experiments (Supplementary Fig. 2). Then, we quantified the transcript amounts of the five reporter genes: in both cases, mRNA amounts were significantly decreased compared with the mock transfection (Fig. 2). Moreover, no statistically significant difference was observed compared with WT-CHD7 expression condition. Overall, we concluded that the reduction of the transcript amount of the reporter genes should result from the normal functionality of CHD7 protein in HeLa cells.
Localization and functional assay of CHD7 missense variants
Using site-directed mutagenesis, we generated plasmids encoding three CHD7 protein variants, corresponding to missense variations found in patients: p.(Gly1982Trp), p.(Arg2319Cys), and p.(Leu1302Pro). We will refer below to these variants with the following abbreviations: G1982W, R2319C, and L1302P, respectively. After plasmid transfection in HeLa cells, we evaluated the efficiency of CHD7 overexpression by western blot using CHD7 rabbit monoclonal antibody. First, we optimized the transfection conditions with WT-CHD7-encoding plasmid (not shown), then we analyzed the expression of the four CHD7 variants in HeLa cells (Fig. 3a). As expected, for WT and all variant forms of CHD7 protein, a specific protein band appeared at a position corresponding to a relative molecular mass of ~340 kD. In parallel, the detection of β-actin protein was performed as a protein loading control. Hence, each of the plasmids that we used elicited the expression of the corresponding allele of CHD7 protein.
To investigate the subcellular localization of the different forms (WT or resulting from missense variations) of CHD7 protein expressed in HeLa cells, we performed immunofluorescent staining followed by confocal microscopy imaging. CHD7 localization has previously been assessed in the nucleoplasm and in the nucleolus [14, 26]. Therefore, we performed double immunostaining against CHD7 and nucleolin, a protein expressed all over the nucleus but mostly concentrated in the nucleolus. We observed that the three variants, G1982W-, R2319C-, and L1302P-CHD7, exhibited the same localization as the WT form of the protein (Fig. 3b). In each case, CHD7 appeared localized exclusively in the nucleoplasm. The superposition with nucleolin staining highlights that, in our hands, CHD7 was excluded from the nucleoli. In several cells, the intensity of CHD7 staining appeared higher, but the localization remained confined to the nucleoplasm: therefore, higher overexpression level did not alter the observed localization. Moreover, the three amino acid substitutions found in patients had no impact upon CHD7 trafficking.
When we expressed WT-CHD7 in HeLa cells, the amounts of RNA transcribed from reporter genes were downregulated, compared with mock-transfected cells. By contrast, when we expressed either one of the three missense CHD7 variant alleles, the transcript amount of each reporter gene was unaffected, compared with the mock-transfected control condition (Fig. 4). This result suggests that the normal ability of CHD7 protein to modify the transcription level of several genes was impaired by the three amino acid substitutions that we investigated.
Functionality of CHD7 insertion variant
We previously described the finding in several CS patients of the c.5405–17 G > A splicing alteration, localized in a hotspot of intronic variations [22]. We assessed by the minigene assay that it results in a fifteen intronic nucleotide insertion in the mRNA, presumably leading to the synthesis of a five-amino acid insertion in the protein, i.e., p.(His1801_Gly1802insAspGlyHisGlyThr). We will refer below to this protein variant with the abbreviation 1801insDGHGT.
We generated a plasmid encoding this variant, and we used it to transfect HeLa cells. We checked by western blot and immunofluorescence that it elicited overexpression of the protein (Fig. 3a and Supplementary Fig. 3). Then, we evaluated the impact of 1801insDGHGT-CHD7 overexpression upon the transcription of the five reporter genes: we observed that their mRNA level was not significantly different of the mock-transfection condition (Fig. 4). This suggests that the 1801insDGHGT-CHD7 protein variant is nonfunctional.
Discussion
Most cases of CHARGE syndrome result from alterations in one allele of the CHD7 gene. A small proportion of these defects elicit changes in amino acid sequence, mostly missense variations. However, no biological assay is available to discriminate if an alteration in CHD7 amino acid sequence is a polymorphism or results in a dysfunctional protein. In this work, we describe a straightforward approach to evaluate the impact of amino acid sequence variations upon the functionality of CHD7 protein. We applied this method to four variants that we found in CHARGE patients: three amino acid substitutions, G1982W, R2319C, and L1302P, and one five-amino acid insertion, 1801insDGHGT.
The G1982W variant was found in a patient with typical CHARGE syndrome. This substitution is in the SANT-like domain (Fig. 1), which is present in many subunits of chromatin remodeling complexes. Its precise function is unclear, but it could be involved in binding to DNA and histones [11]. The R2319C variant was identified in a case of partial CHARGE. This amino acid change lies in a CHD7 region whose sequence presents no homology with any consensus domain (Fig. 1). The third missense variant, L1302P, is a familial variation case that displays variable phenotypic manifestations. This substitution is localized in a helicase domain (Fig. 1), whose integrity may be essential to the normal function of CHD7.
The c.5405–17 G > A substitution lies in a recurrent hotspot of intronic variations. It results in the creation of a new acceptor splice site that can overcome the weakness of the natural acceptor site. This elicits the maturation of an mRNA encoding the 1801insDGHGT-CHD7 protein variant, presenting a five-amino acid insertion between the helicase and the SANT domains. When we applied our functional assay to this variant, it appeared nonfunctional and thus disease-associated. However, this nucleotide substitution has been found in several unrelated families. As previously described, patients exhibited either atypical or typical CS with various combinations of clinical anomalies and intra-familial variability [22]. Indeed, a splicing defect can occur with various intensities according to the patients, leading to differences in variant protein amount during early development. This may account for the diversity of clinical features in patients presenting this variant.
Whatever the structural consequence of these changes in amino acid sequence upon CHD7 folding, we designed a simple functional assay based on CHD7 ability to regulate gene transcription. First, we checked the overexpression of wild type and variants form of CHD7 by western blot and immunofluorescence. Several studies concluded that CHD7 localized throughout the nucleus but was more concentrated in the nucleoli [14, 26]. However, in our hands, WT-CHD7, either endogenous or overexpressed, always appeared preferentially localized in the nucleoplasm of HeLa cells. Moreover, we obtained similar results in HEK293 (human epithelial kidney) or SH-SY5Y (human neuroblast) cell lines, when expressing N-tagged, C-tagged, or untagged forms of WT-CHD7 (data not shown). In HeLa cells, we observed that the three variant forms of CHD7 exhibit the same localization compared with the wild-type. This suggests that these changes in CHD7 amino acid sequence have no consequence upon the intracellular trafficking of the protein.
To compare the functionality of the three variants with that of WT-CHD7, we quantified the consequence of CHD7 overexpression in HeLa cells upon the transcript amounts of genes whose transcription was published to be regulated by CHD7. When we transiently expressed WT-CHD7 in HeLa cells, the transcription of the five reporter genes was downregulated compared with mock-transfected cells. With the overexpression approach that we used, the modulation of transcription elicited by CHD7 appeared sometimes contradictory with previously published data obtained in various ex vivo or in vivo models, in which CHD7 was either overexpressed or depleted. However, in a transformed cell line like HeLa cells, the chromatin packing status and epigenetic tagging may differ largely compared with these models.
Anyway, when we expressed any of the four CHD7 variants, the transcription levels of the five reporter genes were nonsignificantly different of the control levels. This suggests that these CHD7 variants have lost their functionality of chromatin remodeller and gene transcription regulator. Hence, these amino acid changes are likely loss-of-function variants, leading to haploinsufficiency in patients. For amino acid changes R2319C and L1302P, our data confirm the in silico predictions that they should be classified as class 5 (disease-causing) variations. As for G1982W, we propose that this variation should be upgraded from class 3 (uncertain significance) to class 4 (probably affecting function). In conclusion, we have developed a novel and straightforward assay to assess accurately the functional impact of CHD7 amino acid sequence variants. Particularly, applying this approach at a larger scale will allow classifying many of the CHD7 variants that have been listed, but whose significance in CS remains unknown.
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Acknowledgements
We thank Anne Cantereau (STIM-CNRS ERL 7003, Poitiers, France) for technical assistance for confocal microscopy. This research was funded by the University of Poitiers, France. We also thank Indonesia Endowment Fund for Education (LPDP), Ministry of Finance of the Republic of Indonesia, for financial support.
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Brajadenta, G.S., Bilan, F., Gilbert-Dussardier, B. et al. A functional assay to study the pathogenicity of CHD7 protein variants encountered in CHARGE syndrome patients. Eur J Hum Genet 27, 1683–1691 (2019). https://doi.org/10.1038/s41431-019-0465-7
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DOI: https://doi.org/10.1038/s41431-019-0465-7