Abstract
N 6‐methyladenosine (m6A) is the most prevalent modification in mRNA and engages in multiple biological processes. Previous studies indicated that m6A methyltransferase METTL3 (‘writer’) and demethylase FTO (‘eraser’) play critical roles in heart‐related disease. However, in the heart, the function of m6A ‘reader’, such as YTH (YT521‐B homology) domain‐containing proteins remains unclear. Here, we report that the defect in YTHDC1 but not other YTH family members contributes to dilated cardiomyopathy (DCM) in mice. Cardiac‐specific conditional Ythdc1 knockout led to obvious left ventricular chamber enlargement and severe systolic dysfunction. YTHDC1 deficiency also resulted in the decrease of cardiomyocyte contractility and disordered sarcomere arrangement. By means of integrating multiple high‐throughput sequence technologies, including m6A‐MeRIP, RIP‐seq and mRNA‐seq, we identified 42 transcripts as potential downstream targets of YTHDC1. Amongst them, we found that Titin mRNA was decorated with m6A modification and depletion of YTHDC1 resulted in aberrant splicing of Titin. Our study suggests that Ythdc1 plays crucial role in regulating the normal contractile function and the development of DCM. These findings clarify the essential role of m6A reader in cardiac biofunction and provide a novel potential target for the treatment of DCM.
Keywords: dilated cardiomyopathy, epitranscriptomics, heart failure, RNA modification, YTHDC1
1. INTRODUCTION
N 6‐methyladenosine (m6A) is the most abundant internal epigenetic modification on eukaryotic mRNAs. 1 , 2 , 3 Over 12,000 m6A sites characterised by a typical consensus in the transcripts of more than 7000 human genes have been identified. 4 Built on the understanding of its widespread prevalence on mRNA, m6A has been shown to play crucial roles in mRNA fate determination and participates in multiple biological processes. Recent studies uncovered that m6A modification serves to facilitate critical steps in mRNA splicing, translation initiation and decay. 5 , 6
Similar to epigenetic marks on DNA and histone, m6A on RNA is also dynamic and reversible. The m6A modification is installed by the METTL3‐METTL14‐WTAP methyltransferase ‘writer’ complex 7 and can be removed by m6A demethylases FTO 8 and ALKBH5 (‘eraser’). 9 Both the ‘writer’ and ‘eraser’ are essential in pathological remodelling of the heart. METTL3 deficiency in mice induces maladaptive remodelling and ultimately causes heart failure, 10 whilst reduced FTO expression is observed in failing mammalian hearts, which may attenuate the ischaemia‐induced cardiac remodelling. 11 These results documented the importance of m6A modification in the aetiology of cardiac disease.
Whilst methyltransferases and demethylases act as the ‘writer’ and ‘eraser’ of m6A on mRNA, respectively, the downstream effects of RNA m6A modification are specifically deciphered by the ‘reader’ YTH (YT521‐B homology) domain‐containing proteins, including cytoplasmic YTHDF1–YTHDF3, 12 , 13 , 14 YTHDC2 15 and nuclear YTHDC1. 16 , 17 In the cytosol, YTHDF1 and YTHDF3 work in concert to enhance the translation of target mRNAs, 12 , 14 whilst YTHDF2 has been shown to affect the stability of m6A‐modified RNAs by localising them to mRNA decay machinery. 13 YTHDC2 either promotes the translation efficiency of its targets or decreases RNA stability by interacting with different binding partners. 18 Intriguingly, as the sole nuclear m6A reader, YTHDC1 modulates nuclear processing of its targets including alternative splicing (AS), 16 export of m6A decorated mRNA 19 and turnover of chromatin‐associated RNA. 20 , 21 Functional deficit of YTH family proteins can induce multiple diseases. However, the exact roles of m6A readers in heart are poorly understood.
Dilated cardiomyopathy (DCM) is one of the most common causes of heart failure and indication for heart transplantation worldwide. 22 An estimated 35%–40% of genetic DCMs may result from sarcomere gene mutations. 23 , 24 Of the known genetic mutations that cause DCM, Titin (TTN) mutations account for 20%–25% of cases. 25 There are two major Titin mRNA isoforms, N2BA and N2B. The increased ratio of N2BA:N2B due to the abnormal Titin pre‐mRNA splicing can directly lead to DCM. 26 However, the regulatory molecular mechanisms of Titin splicing are still largely unknown.
In this work, we reported that amongst the four major YTH domain‐containing proteins, only cardiac‐specific ablation of Ythdc1 contributes to a typical DCM phenotype in mice. The loss of YTHDC1 leads to aberrant splicing of Titin, inducing an increased ratio of N2BA:N2B isoform, which finally leads to DCM.
2. MATERIAL AND METHODS
The data that support the findings of this study are available from the corresponding authors upon reasonable request.
2.1. Mouse models and anaesthesia
This study conformed to the rules of the Guide for the Care and Use of Laboratory Animals made by the U.S. National Institutes of Health. All the animal experiments were approved by the Animal Care and Use Committee of Tongji University School of Medicine.
All the generation construction strategies of the YTH domain‐containing proteins were shown in Figure 1A and Figure S1A–S1C. Importantly, the conditional Ythdc1 targeted mice were generated by inserting the loxP sites covering the exon 5 to exon 7. To disrupt the Ythdc1 gene in cardiomyocytes, Ythdc1 knockout (KO) mouse embryonic stem cell clone was purchased from CAM‐SU GRC, microinjected into mouse blastocysts and implanted into pseudo‐pregnant mice. The resulting chimeric mice were crossed with FLPeR mice to excise the FRT flanked selection cassette to obtain Ythdc1 flox mice which were then crossed with α‐MHC‐Cre transgenic mice to generate Ythdc1 conditional knockout (cKO) mice. All mice used in this study were maintained in C57BL/6J genetic background. Primer sequences for genotyping are listed in Table S1.
2.2. Quantitative real‐time PCR (qRT‐PCR)
Total RNA was extracted from mouse left ventricles using TRIzol reagent (T9424, Sigma) according to the manufacturer's recommendations. 0.5 μg of total RNA was reverse‐transcribed into cDNA with PrimeScript Reverse Transcriptase (2680B, Takara). qRT‐PCR was performed by using SYBR Green Supermix (636600, Toyobo) in a Thermo QuantStudio 6 Flex Real‐Time PCR system. Gene expression was determined relative to Gapdh using the log2 fold change method. All qRT‐PCR primers covered exon‐exon junctions when possible. Primer sequences for qRT‐PCR are listed in Table S1.
2.3. Western blot
Western blot was performed as described previously. 27 Briefly, tissue homogenates were lysed in RIPA buffer (50 mM Tris, 10 mM EDTA, 150 mM NaCl, 0.25% deoxycholic acid, 0.1% SDS, 1% NP‐40 substitute) with protease inhibitors (Roche). After centrifugation, the supernatant was collected and protein was separated on 10% SDS‐polyacrylamide gel electrophoresis and transferred to PVDF membrane. The membranes were blocked with 3% bovine serum albumin and incubated with the following primary antibodies: YTHDC1 (ab220159,Abcam), GAPDH (60004,Proteintech) overnight at 4°C. The secondary antibodies conjugated to infrared dyes (LI‐COR Biosciences) were applied, and the blots were visualised with an Odyssey imager and quantified by ImageJ software.
2.4. TITIN protein isoform analysis
Protein samples from left ventricles were homogenised in sample buffer (8 M urea, 2 M thiurea, 0.05 M Tris pH 6.8, 75 mM DTT, 3% SDS, 0.05% bromophenol blue), separated on an SDS/agarose gel electrophoresis system 28 and Coomassie‐stained to visualise the TITIN isoforms N2BA (several sizes, including both the N2A and N2B regions), N2B and the proteolytic fragment T2.
2.5. Histology
Hearts were dissected from age‐ and sex‐matched littermates, washed in PBS and fixed overnight in 4% paraformaldehyde. Samples were subsequently dehydrated in 70% ethanol, embedded in paraffin and coronally sectioned (8‐μm thick). Sections were stained with haematoxylin and eosin according to previously published methods. 27
2.6. Transmission electron microscopy (TEM)
Fresh left ventricular tissues were carefully kept in a relaxed and slightly stretched state during sample preparation and sectioned into 1 mm tissue blocks, then immediately immersed in ice‐cold 2.5% glutaraldehyde to fix 1 h, at 4°C. Blocks were repeatedly washed in phosphate buffer and postfixed in 1% osmium tetroxide for 1 h. Samples were dehydrated in increasing concentrations of ethanol, starting with 10%, to 50%, 70% and 90% of ethanol, then embedded in 100% epoxy resin and left to polymerize at 55°C in 5% CO2 for 36 h. The resin blocks were then sectioned with an ultramicrotome. The ultrathin sections were placed on the grids, stained with uranyl acetate and lead citrate solution for TEM observation (JOEL TEM1230).
2.7. Adult cardiomyocyte isolation
Cardiomyocytes were isolated as previously described, 27 with minor modification. 8‐week‐old male mice were injected with 200 μl of heparin (100 IU/ mouse) before being anaesthetized with pentobarbital (70 mg/kg). Hearts were dissected and placed in a Langendorff apparatus, perfused with Ca2+‐free Tyrode buffer pH 7.4 (in mM: NaCl, 113; KCl, 4.7; KH2PO4, 0.6; Na2HPO4, 0.6; MgSO4, 1.2; HEPES, 10; NaHCO3, 12; KHCO3, 10; taurine, 30; butanedione monoxime, 10; glucose, 5.5) for 3 min, then digested with collagenase type II (300 U/ml, Worthington) for 20 min. When the hearts became slightly pale and flaccid, the ventricles were removed, cut into small pieces in modified Kraftbruhe (KB) solution (100 mM potassium glutamate, 10 mM potassium aspartate, 25 mM KCl, 10 mM KH2PO4, 2 mM MgSO4, 20 mM taurine, 5 mM creatine, 0.5 mM EGTA, 20 mM glucose, 5 mM HEPES and 1.0% BSA (pH was adjusted to 7.2 with KOH), filtered through a cell strainer (100 µm, BD Falcon) and centrifuged at 4000 × g for 3 min. After removing supernatant, the cell pellet was resuspended in 5 ml KB solution. For electrophysiological experiments, gradient re‐calcification for the acute isolated cells was performed by using 1 mM Ca2+ solution per 30 min to a final concentration of 1.8 mM.
2.8. Cardiomyocyte contractility measurements
Cardiomyocyte contractility was measured as previously described. 29 Isolated cardiomyocytes were placed into a thermostatically controlled chamber with oxygenated Krebs balanced salt solution (pH 7.4) containing dextrose and Ca2+ (1 mmol/L) at 37°C and imaged with an inverted microscope. Individual cardiomyocytes were selected for analysis on the basis of a characteristic rod‐shaped morphology with no membrane blebbing and quiescence in the presence of extracellular Ca2+ (l mmol/L). The changes in light intensity at the cell edges were used to track cell motion. All parameters were calculated for each contraction, and the results were shown as average of all observed contractions.
2.9. Echocardiography
Cardiac function was assessed by serial echocardiography. 30 Left ventricular (LV) systolic function was evaluated at the indicated time points by echocardiography (Visual Sonics Vevo 770) under conditions of 1% isoflurane anaesthesia with spontaneous ventilation. Two‐dimensional B‐mode imaging was used to capture the long‐axis projection with guided M‐mode images. The left ventricular ejection fraction (LVEF) and left ventricular internal diameter (LVID) were calculated based on end‐diastolic and end‐systolic dimensions obtained from M‐mode ultrasound.
2.10. Isolation and transfection of neonatal rat ventricular myocytes.
Ventricles from neonatal rats were separated from the atria, cut into small pieces and then dissociated in Ca2+‐free HBSS containing 0.125 mg/ml trypsin (Gibco), 10 mg, ml DNase II (Sigma) and 0.1 mg/ml collagenase type IV (Sigma). Digestion was performed at 37°C by stirring the digestion solution containing the heart sections throughout the repeated 5‐min period of digestion for 8–10 times. The supernatant was collected with FBS (Gibco) after each digestion period to terminate the digestion. The cell pellets were resuspended in DMEM (Gibco) supplemented with 10% FBS and with 100 mM 5‐bromo‐20‐deoxyuridine (Sigma) and seeded onto 100‐mm plastic dishes for 2 h at 37°C in a 5% CO2 and humidified atmosphere. The supernatant was the plated onto 1% gelatin (Sigma)‐coated dishes. Twenty‐four hours after the seeding, the medium was changed to DMEM (Gibco) containing 2% FBS (Gibco), 1% insulin‐transferrin‐selenium (ITS; Gibco), 1% penicillin‐streptomycin (Gibco) and 100 mM5‐bromo‐20‐deoxyuridine (Sigma). For the gene silencing studies, the siRNA against negative control (NC) and Ythdc1 (50 nM) were transfected using Lipofectamine RNAiMAX (Invitrogen) after 72 h of cardiomyocytes seeding and were used to conduct the further experiments.
2.11. Microelectrode array (MEA) recording and analysis
The cardiomyocytes were maintained in cardiac medium without FBS for at least 24 h, and then the cells were dissociated and resuspended in cardiac recovery medium at a density of 4 x 106 cells/mL. Aliquots of the cell suspensions (10 μl) were plated on CytoView MEA 24 plates (Axion BioSystems). The MEA device automatically adjusted and controlled the environment (37°C and 5% CO2) to maintain the temperature and pH of the medium. Data were acquired using the Maestro Pro multi‐well MEA platform (Axion BioSystems) and analysed by the Maestro cardiac analysis tool (Axion BioSystems).
2.12. Ribo‐minus RNA sequencing (RNA‐seq) library preparation
Total RNAs from left ventricular tissues of 2‐week‐old and 8‐week‐old male mice were extracted to construct RNA‐seq libraries. RNA samples were pre‐treated with RiboMinus Eukaryote Kit (A15020, Thermo Fisher) to remove ribosomal RNAs. The remaining intact RNA was fragmented, and RNA‐seq libraries were prepared by using a NEB Ultra II Directional RNA Library Prep Kit (E7760, NEB). End‐repaired fragments were ligated with a unique Illumina adapter.
2.13. m6A sequencing (m6A‐seq)
m6A‐seq and library preparation were conducted according to a previously published protocol with following modifications. 4 Briefly, 100 μg total RNAs were extracted from left ventricular tissues of 8‐week‐old male mice using TRIzol following the manufacturer's protocol. Fragmented mRNAs were immunoprecipitated with anti‐m6A antibody (56593, CST) in IP buffer (150 mM NaCl, 0.1% NP‐40, and 10 mM Tris‐HCl, pH 7.4) for 3 h, at 4 °C, and 1/10 of the fragmented mRNA was saved as input. The antibody‐RNA complex was isolated by incubation with protein G beads (10004D, Thermo Fisher) for 2 h, at 4 °C. The beads were washed three times and eluted competitively with m6A monophosphate solution. The RNA‐seq libraries were prepared using a NEB Ultra II Directional RNA Library Prep Kit (E7760, NEB).
2.14. YTHDC1 RNA immunoprecipitation sequencing (RIP‐seq)
Total RNAs from left ventricular tissues of 2‐week‐old male mice were extracted to construct YTHDC1 RIP‐seq libraries. A Magna RIP RNA‐Binding Protein Immunoprecipitation Kit (Millipore) was used to acquire specific RNA targets according to the manufacturer's instruction. YTHDC1 antibody (ab220159, Abcam) was used for the RIP assays. The YTHDC1‐binding RNA was purified from the protein‐RNA complex by acid‐phenol‐chloroform extraction. Ribosomal RNAs were removed with RiboMinus Eukaryote Kit (A15020, Thermo Fisher). The cDNA library was constructed with the NEBNext Ultra II Directional RNA Library Prep Kit for Illumina (E7760, NEB).
2.15. Sequencing data analysis
General pre‐processing of reads: all samples were sequenced by Illumina HiseqX10 or Hiseq4000 with paired‐end 150bp reads generated for analysis. Reads were quality controlled using fastqc and aligned to GRCm38 using HISAT2 31 with default parameters. All bigWig files were obtained by using bamCoverage in deepTools. 32
For RNA‐Seq, read counts were quantified using feature counts. 33 Differential expression testing was performed with R package DESeq2. 34 Genes with adjusted P values less than 0.05 and Fold Change >1.5 were marked as differentially expressed genes (DE genes). AS analysis was performed by using rMATS. 35 AS events with FDR <0.05 and | IncLevelDifference | >0.05 were marked as significant. Gene ontology (GO) enrichment analysis was performed on Metascape. 36 For RIP‐Seq, genes with adjusted p values less than 0.05 and Fold Change >1.2 were identified as YTHDC1 targets. For m6A‐Seq, m6A peaks were called by using exomePeak 37 with default parameters. Peaks annotation was performed with ChIPseeker, 38 and m6A motif was called by findMotifsGenome in Homer. 39 Metagene plot of m6A was performed by using Guitar. 40 Venn plots were conducted with TBTools 41 or R package eulerr. Other plots were obtained by using R package eulerr. All data generated or analysed during this study are included either in this article or in the supplemental information files.
2.16. Statistics
All the data were presented as mean ±SEM. All statistical analyses were carried out using GraphPad Prism 8. Two‐tailed Student's t test or nonparametric Mann‐Whitney test was used for comparisons between two groups, and two‐way ANOVA was used to compare the difference amongst multiple groups. Statistical significance was defined as a p value less than 0.05.
3. RESULTS
3.1. Generation of cardiac‐specific Ythdc1 conditional knockout mice
To understand the functional involvement of Ythdc1 in postnatal heart and potential contribution to heart diseases, we generated a conditional deletion allele of the mouse Ythdc1 gene. Two loxP sites were engineered to flank a region of Ythdc1 genomic DNA encoding exons 5–7. Mice carrying conditional Ythdc1 allele were crossed with mice carrying the Cre recombinase gene driven by the α‐Mhc promoter (Figure 1A), which expresses Cre recombinase in heart after birth. Cre‐mediated recombination deleted Ythdc1 exon 5–7 between the loxP sites. This recombination was confirmed in the DNA of the Ythdc1‐cKO mice. As shown in Figure 1B, homozygous Ythdc1‐cKO mice were given the expected 391 bp mutant fragment compared with a 217 bp wild‐type (WT) fragment. The RT‐qPCR and Western blot analysis were used to evaluate the gene knockout efficiency of Ythdc1 at mRNA and protein levels, respectively.
The results showed a significant reduction of Ythdc1 expression in cKO mice both in mRNA level (Figure 1C) and in protein level (Figure 1D). Despite the newborn homozygous Ythdc1‐cKO mice were viable and exhibited the expected mendelian ratios (Figure 1E), all of them dead in around 10 weeks (Figure 1F).
Likewise, to know the rest m6A ‘reader’ proteins’ function in heart, we also generated the other three genetic knockout mice, including Ythdf1‐KO, Ythdf2‐cKO and Ythdf3‐KO (Figure S1A–S1C), to allow assessment the role of each m6A ‘reader’ protein family member in cardiac function. We did not include Ythdc2, as its expression is barely detected in heart. As shown in Figure S2, the reduction level of Ythdf1 (Figure S2A, S2B), Ythdf2 (Figure S2C¸ S2D) and Ythdf3 (Figure S2E, S2F) was also assured by Western blot. Amongst all the four mice models, we found that only Ythdc1‐cKO mice were extremely susceptible to premature death, whilst littermates of the rest YTH family members did not display abnormal phenotype after knockout (Figure 1F). These results implicated that YTHDC1 plays an essential role in postnatal heart.
3.2. Loss of cardiac Ythdc1 in the heart leads to DCM
To interrogate the exact cause of premature death, we evaluated the hearts by cardiac histopathology and echocardiography on Ythdc1‐cKO mice. Gross examination and histological analysis of cKO hearts revealed apparent cardiac enlargement in live 8‐week‐old cKO mice (Figure 2A, 2B). The Masson staining showed that cardiac fibrosis was increased in 8‐week‐old Ythdc1‐cKO mice (Figure 2B). Consistently, both the profibrotic genes (Col1a1 and Col3a1) were significantly increased in the hearts in 8‐week‐old cKO mice (Figure S3A). Although there was no body weight (BW) loss in cKO mice, the ratios of heart weight (HW) to BW (HW/BW) (Figure 2C) and HW to tibia length (TL) (HW/TL) (Figure 2D) were significantly increased in cKO mice at 8 weeks of age, implicating decompensated heart failure.
We then monitored cardiac function with echocardiography from week 4 to 8 after birth. Consistent with pathological observations, as early as week 6, an age‐dependent reduction in LV systolic function (Figure 2E, 2F) and increase in both end‐diastolic and end‐systolic LV internal diameter (LVIDd and LVIDs) began to emerge in YTHDC1 deficiency mice (Figure 2G, 2H). These data suggested that Ythdc1‐cKO mice developed typical manifestation of DCM, such as obvious left ventricular chamber enlargement and severe systolic dysfunction.
3.3. YTHDC1 deficiency attenuates the contraction of cardiomyocytes.
Considering that inability to produce sufficient contraction is the hallmark of DCM and heart failure, we measured the contractility of single cardiomyocytes isolated from the ventricle of 8‐week‐old Ctrl and cKO mice (Figure 3A). We observed that YTHDC1 deficiency significantly prolonged the relaxing time of cardiomyocytes (Figure 3B) and reduced the amplitude of length shortening (Figure 3C).
To further confirm the finding in Ythdc1 deficiency mice and circumvent the off‐target effects of the CRISPR gene knockout strategy, we subsequently measured the conduction of cultured cardiomyocytes through the multiple microelectrode array (MEA) recording. We first determined the efficiency of gene knockdown by Western blots, confirming that more than 50% reduction of YTHDC1 expression at protein level (Figure S4A, S4B). And then we found that knockdown of YTHDC1 significantly decreased the contraction amplitude of the cardiomyocyte monolayers (Figure 3D, 3E), implying that YTHDC1 is critical for regulating the contraction of cardiomyocytes.
3.4. Multidimensional sequencing identifies Titin as a direct downstream target of YTHDC1
We next sought to investigate the molecular mechanism by which Ythdc1 deficiency induces the pathological phenotype of DCM. We first carried out m6A‐seq of wild‐type mice to obtain high‐confidence m6A profile of mRNA in heart. Consistent with previous studies, 4 the conserved DRACH (R = G/A, H= U/C/A) sequence was the most enriched motif in m6A immunoprecipitated RNAs (p = 1e‐144) (Figure 4A), and m6A peaks were significantly distributed at start codon, stop codon and 3′ UTR (Figure 4B, Figure S5A). Then, we performed YTHDC1 RIP‐seq with mice at 2 weeks of age to identify YTHDC1‐binding targets in heart and found about 860 hits overlapped with transcripts identified by m6A‐seq which were defined as direct downstream targets of YTHDC1 (Figure 4C). GO analysis showed that these genes were mainly enriched in chromatin organisation, actin filament‐based process, heart development and heart morphogenesis (Figure 4C).
Given that AS is an important function of YTHDC1, 16 we then performed mRNA‐seq to identify the AS difference of the heart tissues between Ctrl and cKO mice. To avoid the altered transcriptional regulation caused by end‐stage heart failure, we carried out the sequencing with mice at 2 and 8 weeks of age and analysed the overlapping dysregulated genes. By using rMATS, aberrant splicing targets of Ythdc1‐cKO were obtained for further functional characterizations (Figure 4D).
Taking these analyses together, we narrowed down targets to 42 high‐confidence transcripts, which might be potential key genes in the development of YTHDC1‐dependent DCM (Figure 4E). GO analysis revealed enrichment of these genes involved in striated muscle cell development. More importantly, we found TTN, whose truncating mutations are the most frequent cause of DCM, 42 exists in YTHDC1‐dependent gene list. Furthermore, we detected abundant m6A modification in the mRNA of Titin, suggesting a potential role of YTHDC1 in regulation of Titin (Figure S5B). Then, we mutated the m6A binding sites (W377A, W428A) of Ythdc1 17 and found that the m6A binding sites mutation of Ythdc1 completely disrupt its binding to Titin (Figure S6A–S6C). Thus, these data indicated that m6A‐modified Titin transcripts are likely to be regulated by YTHDC1 through an m6A‐dependent role.
3.5. YTHDC1 deficiency increases the expression ratio of N2BA to N2B isoform of Titin
TITIN is a sarcomeric protein that determines the structure and biomechanical properties of striated muscle, and its defect is directly associated with DCM. 43 In the myocardium, its differential splicing leads to the expression of N2B and N2BA isoforms that differ in size. 26 Smaller mammals express predominantly N2B, whereas both N2B and N2BA are readily detectable in larger mammals, including humans. 44 Because of its shorter extensible I‐band region, dominant expression of N2B results in higher passive myocardial stiffness than that of N2BA. Therefore, from RNA‐Seq data, we further performed extensive analysis of alternative exon regulation of Titin with the Percent Spliced In (PSI) plot, showing the mean exon inclusion and exclusion.
Our data illustrated that Titin in cKO mice was predominantly spliced in the elastic region extending from the N2B to the PEVK segments, between which the N2A signalling domain is located (Figure 5A). The alternatively spliced exons reside in the elastic PEVK and the immunoglobulin‐rich region within the I‐band, which may help to explain the increased distensibility of sarcomeres in YTHDC1 deficiency cardiomyocytes. 26
These findings implicated that loss of Ythdc1 induces aberrant splicing of Titin, leading to an increased ratio of N2BA:N2B isoform, which can directly result in DCM. We then examined the expression of the N2BA and N2B RNA isoforms in heart tissues from YTHDC1 deficiency mice and control by qRT‐PCR. As illustrated in Figure 5B, 5C in agreement with the deep sequencing results, the N2BA isoform was highly expressed in YTHDC1 deficiency hearts, whereas no difference was observed in N2B isoform. In addition, high‐resolution SDS‐agarose gels also revealed that the ratio of N2BA:N2B protein in YTHDC1 deficiency hearts was dramatically higher than that in controls due to an increase in the more compliant N2BA isoform (Figure 5D–5E). The ratios of total Titin (TT) to myosin heavy chain (MHC) were not different between the Ctrl and YTHDC1 deficiency hearts indicating that there was no change in the number of TITIN molecules.
3.6. YTHDC1 deficiency destructed the myofilament
The sarcomere is the basic contractile unit of cardiac myofilament, which is divided into ‘I’ and ‘A’ bands, ‘M’ and ‘Z’ lines, and ‘H’ zone. And previous studies have proved that TITIN extends from the Z disc to the M‐line and the majority of its I‐band region functions as a molecular spring, contributing to the development of DCM. Thus, we further detected the ultrastructure of the cardiomyocytes by using the TEM to support the link between abnormal Titin splicing and DCM in Ythdc1‐cKO. As illustrated in Figure 6A–6B, we observed a significant disorder of filaments in the ventricular myocardium. Additionally, the optical density analysis for the TEM image showed that although no apparent defects of the primary organisation of thick and thin filaments were observed, the sarcomere units were dramatically disrupted, light I‐bands partially disappeared and the Z‐discs were blurry upon Ythdc1 knockout in cardiomyocyte (Figure 6C–6D). These results further confirmed the impairment of cardiac contraction in YTHDC1 deficiency mice is Titin splicing‐mediated and suggested that YTHDC1‐depended Titin splicing was crucial for the maintenance of normal contractile apparatus in single cardiomyocytes and of normal heart contraction.
Taken together, the data demonstrated that Titin is the direct target of YTHDC1, and knockout of Ythdc1 in heart resulted in abnormal splicing of Titin contributing to disarray of sarcomere structures in the cardiomyocytes, a typical feature of DCM.
4. DISCUSSION
We demonstrated an essential role of YTHDC1 in cardiomyocytes for the maintenance of normal heart function, with loss of YTHDC1 leading to DCM. First, the Ythdc1‐cKO mice exhibit early DCM, which ultimately proceeds to heart failure and postnatal lethality. Second, the Ythdc1‐cKO cardiomyocytes manifested disrupted myofilament and abnormal contraction function. Third, genome‐wide transcriptomic analysis revealed a subset of 42 YTHDC1‐targeted genes, amongst which Titin was aberrantly spliced in YTHDC1 deficiency cardiomyocytes. The discovery of Titin as the splicing target of YTHDC1 expanded our knowledge regarding the biological functions of the post‐transcriptional modification in DCM.
Previous studies have documented the association between the mutation of these genes and DCM; however, their post‐transcriptional regulation, especially m6A modification, has never been investigated. 24 Our data suggest that the post‐transcriptional modification of a DCM‐related gene, Titin, may be one of the mechanisms that contribute to DCM. AS is a major feature of TTN and produces two major isoforms: N2B and N2BA. The component proportion ratio decided the lengths of the extensible I‐band domains and the contractile force of cardiomyocyte. In healthy hearts, the Titin N2B isoform is predominant and the Titin N2BA isoform is less expressed and the N2BA has less passive stiffness compared to N2B due to its larger size and increased elasticity. 45 It has been reported that an increased ratio of N2BA:N2B isoform of Titin can directly result in DCM. 26 However, the regulator that determines Titin splicing remains largely unknown. Recent study has identified RNA binding protein 20 as a splicing factor of TTN both in human and rat, 46 , 47 which again emphasises the key role of post‐transcriptional regulation in cardiac function. Our study suggested a totally novel role of YTHDC1 in Titin splicing regulation, which supplemented the mode of TTN regulation.
Thus far, the importance of reversible m6A modifications on regulation of gene expression has been unveiled in different systems. 48 YTHDF2 modulates neural development by promoting m6A‐dependent degradation of neural development‐related mRNA targets. 49 Paris et al. found that inhibition of YTHDF2 specifically compromises the propagation of leukemic stem cells. 50 Chang et al. 51 reported that YTHDF3 overexpression is associated with brain metastasis of breast tumour, resulting in poor survival. However, as an important member in the m6A readers, the role YTHDC1 in heart is not clear. Our studies reported YTHDC1 participates in the onset and progression of DCM, providing new evidence that RNA modification involves in the processing of heart disease.
DCM is one of the most common causes of heart failure. 52 For patients with established DCM, treatment is directed at alleviating the major clinical manifestations of heart failure and arrhythmias. However, management of heart failure remains an unmet need. 23 , 53 Our study demonstrated that YTHDC1‐depended Titin splicing is crucial for the postnatal heart development and normal cardiac function, which probably provides a potential target for treating DCM through tuning m6A modification of Titin mRNA. Unfortunately, due to the limitation of single‐base resolution m6A sequencing technique, we did not identify the precise m6A site of Titin. Meanwhile, we did not completely exclude m6A‐independent pathway, such as chromatin organisation, which might also conduct the Ythdc1 deficiency‐induced DCM. It will be of great interest to determine whether the dysfunctional Ythdc1 gene is correlated with cardiac malfunction in human, which may facilitate the development of new therapeutic strategies for reversing DCM.
In summary, this study highlights the close relationship between the homeostasis imbalance of mRNA m6A modification and the occurrence and development of DCM. YTHDC1‐dependent Titin splicing is a potential new therapeutic target for DCM.
CONFLICT OF INTEREST
The authors confirm that there are no conflicts of interest.
AUTHOR CONTRIBUTIONS
Siyun Gao: Data curation (equal); Methodology (equal); Software (equal); Writing‐original draft (equal). Haifeng Sun: Formal analysis (equal); Methodology (equal); Software (equal). Kejing Chen: Methodology (equal). Xueying Gu: Methodology (equal); Software (equal). Hongyu Chen: Data curation (equal); Methodology (equal). Liudan Jiang: Methodology (equal); Software (equal). Lei Chen: Methodology (equal). Shengqi Zhang: Methodology (equal); Software (equal). Yi Liu: Investigation (equal). Dan Shi: Investigation (equal). Dandan Liang: Investigation (equal). Liang Xu: Investigation (equal). Jian Yang: Investigation (equal). Yanjiao Ruan: Methodology (equal); Software (equal). Hao Chen: Formal analysis (equal); Software (equal). Bin Shen: Conceptualization (equal); Funding acquisition (equal); Investigation (equal). Honghui Ma: Conceptualization (equal); Funding acquisition (equal); Investigation (equal); Supervision (equal). Yi‐Han Chen: Conceptualization (equal); Funding acquisition (equal); Investigation (equal).
Supporting information
ACKNOWLEDGEMENTS
This work was funded by the National Key Research and Development Plan (2019YFA0801501 to Yi‐Han Chen), the National Natural Science Foundation of China (82088101, 81930013 and 81770397 to Yi‐Han Chen, 31971330 to Honghui Ma, 31970796 to Bin Shen), Key Disciplines Group Construction Project of Pudong Health Bureau of Shanghai (PWZxq2017‐05), Top‐level Clinical Discipline Project of Shanghai Pudong District (PWYgf2018‐02), Shanghai Key clinical specialty Project (shslczdzk06202), Research Unit of Origin and Regulation of Heart Rhythm, Chinese Academy of Medical Sciences (2019RU045), the National Science Fund for Excellent Young Scholars (31622039 to Bin Shen), Innovative research team of high‐level local universities in Shanghai and a key laboratory programme of the Education Commission of Shanghai Municipality (ZDSYS14005). Y.‐H.C. is a fellow at the Collaborative Innovation Center for Cardiovascular Disease Translational Medicine, Nanjing Medical University.
Gao S, Sun H, Chen K, et al. Depletion of m6A reader protein YTHDC1 induces dilated cardiomyopathy by abnormal splicing of Titin . J Cell Mol Med. 2021;25:10879–10891. doi: 10.1111/jcmm.16955
Siyun Gao and Haifeng Sun are contributed equally to this work.
Contributor Information
Bin Shen, Email: binshen@njmu.edu.cn.
Honghui Ma, Email: honghuima@tongji.edu.cn.
Yi‐Han Chen, Email: yihanchen@tongji.edu.cn.
REFERENCES
- 1. Wei CM, Gershowitz A, Moss B. 5′‐Terminal and Internal Methylated Nucleotide Sequences in Hela Cell mRNA. Biochemistry. 1976;15(2):397‐401. doi: 10.1021/bi00647a024. [DOI] [PubMed] [Google Scholar]
- 2. Wei CM, Gershowitz A, Moss B. Methylated nucleotides block 5′ terminus of HeLa cell messenger RNA. Cell. 1975;4(4):379‐386. doi: 10.1016/0092-8674(75)90158-0. [DOI] [PubMed] [Google Scholar]
- 3. Roundtree IA, Evans ME, Pan T, He C. Dynamic RNA modifications in gene expression regulation. Cell. 2017;169(7):1187‐1200. doi: 10.1016/j.cell.2017.05.045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Dominissini D, Moshitch‐Moshkovitz S, Schwartz S, et al. Topology of the human and mouse m6A RNA methylomes revealed by m6A‐seq. Nature. 2012;485(7397):201‐206. doi: 10.1038/nature11112. [DOI] [PubMed] [Google Scholar]
- 5. Hsu PJ, Shi H, He C. Epitranscriptomic influences on development and disease. Genome Biol. 2017;18(1):1‐9. doi: 10.1186/s13059-017-1336-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Frye M, Harada BT, Behm M, He C. RNA modifications modulate gene expression during development. Science. 2018;361(6409):1346‐1349. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Liu J, Yue Y, Han D, et al. A METTL3‐METTL14 complex mediates mammalian nuclear RNA N6 ‐adenosine methylation. Nat Chem Biol. 2014;10(2):93‐95. doi: 10.1038/nchembio.1432.A. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Jia G, Fu Y, Zhao X, et al. N6‐methyladenosine in nuclear RNA is a major substrate of the obesity‐associated FTO. Nat Chem Biol. 2012;7(12):885‐887. doi: 10.1038/nchembio.687.N. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Zheng G, Dahl JA, Niu Y, et al. ALKBH5 is a mammalian RNA demethylase that impacts RNA metabolism and mouse fertility. Mol Cell. 2013;49(1):18‐29. doi: 10.1016/j.molcel.2012.10.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Dorn LE, Lasman L, Chen J, et al. The N‐methyladenosine mRNA methylase METTL3 controls cardiac homeostasis and hypertrophy. Circulation. 2019;139(4):533‐545. doi: 10.1161/CIRCULATIONAHA.118.036146. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Mathiyalagan P, Adamiak M, Mayourian J, et al. FTO‐dependent N‐methyladenosine regulates cardiac function during remodeling and repair. Circulation. 2019;139(4):518‐532. doi: 10.1161/CIRCULATIONAHA.118.033794. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Wang X, Zhao BS, Roundtree IA, et al. N6‐methyladenosine modulates messenger RNA translation efficiency. Cell. 2015;161(6):1388‐1399. doi: 10.1016/j.cell.2015.05.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Wang X, Lu Z, Gomez A, et al. N6‐methyladenosine‐dependent regulation of messenger RNA stability. Nature. 2014;505(7481):117‐120. doi: 10.1038/nature12730. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Shi H, Wang X, Lu Z, et al. YTHDF3 facilitates translation and decay of N 6‐methyladenosine‐modified RNA. Cell Res. 2017;27(3):315‐328. doi: 10.1038/cr.2017.15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Hsu PJ, Zhu Y, Ma H, et al. Ythdc2 is an N6 ‐methyladenosine binding protein that regulates mammalian spermatogenesis. Cell Res. 2017;27(9):1115‐1127. doi: 10.1038/cr.2017.99. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Xiao W, Adhikari S, Dahal U, et al. Nuclear m6A reader YTHDC1 regulates mRNA Splicing. Mol Cell. 2016;61(4):507‐519. doi: 10.1016/j.molcel.2016.01.012. [DOI] [PubMed] [Google Scholar]
- 17. Xu C, Wang X, Liu K, et al. Structural basis for selective binding of m6A RNA by the YTHDC1 YTH domain. Nat Chem Biol. 2014;10(11):927‐929. doi: 10.1038/nchembio.1654. [DOI] [PubMed] [Google Scholar]
- 18. Hsu PJ, Zhu Y, Ma H, et al. Ythdc2 is an N6‐methyladenosine binding protein that regulates mammalian spermatogenesis. Cell Res. 2017;27(9):1115‐1127. doi: 10.1038/cr.2017.99. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Roundtree IA, Luo GZ, Zhang Z, et al. YTHDC1 mediates nuclear export of N6‐methyladenosine methylated mRNAs. Elife. 2017;6:1‐28. doi: 10.7554/eLife.31311. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Liu J, Dou X, Chen C, et al. N6‐methyladenosine of chromosome‐associated regulatory RNA regulates chromatin state and transcription. Science. 2020;367(6477):580‐586. doi: 10.1126/science.aay6018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Li Y, Xia L, Tan K, et al. N6‐Methyladenosine co‐transcriptionally directs the demethylation of histone H3K9me2. Nat Genet. 2020;52(9):870‐877. doi: 10.1038/s41588-020-0677-3. [DOI] [PubMed] [Google Scholar]
- 22. Haas J, Frese KS, Peil B, et al. Atlas of the clinical genetics of human dilated cardiomyopathy. Eur Heart J. 2015;36(18):1123‐1135. doi: 10.1093/eurheartj/ehu301. [DOI] [PubMed] [Google Scholar]
- 23. Weintraub RG, Semsarian C, Macdonald P. Dilated cardiomyopathy. Lancet. 2017;390(10092):400‐414. doi: 10.1016/S0140-6736(16)31713-5. [DOI] [PubMed] [Google Scholar]
- 24. Herman DS, Lam L, Taylor MRG, et al. Truncations of titin causing dilated cardiomyopathy. N Engl J Med. 2012;366(7):619‐628. doi: 10.1056/NEJMoa1110186. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Mcnally EM, Golbus JR, Puckelwartz MJ. Review series Genetic mutations and mechanisms in dilated cardiomyopathy. J Clin Invest. 2013;123(1):19‐26. doi: 10.1172/JCI62862.The. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Nagueh SF, Shah G, Wu Y, et al. Altered titin expression, myocardial stiffness, and left ventricular function in patients with dilated cardiomyopathy. Circulation. 2004;110(2):155‐162. doi: 10.1161/01.CIR.0000135591.37759.AF. [DOI] [PubMed] [Google Scholar]
- 27. Fang X, Bogomolovas J, Wu T, et al. Loss‐of‐function mutations in co‐chaperone BAG3 destabilize small HSPs and cause cardiomyopathy. J Clin Invest. 2017;127(8):3189‐3200. doi: 10.1172/JCI94310. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Warren CM, Krzesinski PR, Greaser ML. Vertical agarose gel electrophoresis and electroblotting of high‐molecular‐weight protiens. Electrophoresis. 2003;24(11):1695‐1702. doi: 10.1002/elps.200305392. [DOI] [PubMed] [Google Scholar]
- 29. New RB, Zellner JL, Hebbar L, et al. Isolated left ventricular myocyte contractility in patients undergoing cardiac operations. J Thorac Cardiovasc Surg. 1998;116(3):495‐502. doi: 10.1016/S0022-5223(98)70016-9. [DOI] [PubMed] [Google Scholar]
- 30. Lindsey ML, Kassiri Z, Virag JAI, De Castro Brás LE, Scherrer‐Crosbie M. Guidelines for measuring cardiac physiology in mice. Am J Physiol ‐ Hear Circ Physiol. 2018;314(4):H733‐H752. doi: 10.1152/ajpheart.00339.2017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Kim D, Langmead B, Salzberg SL. HISAT: A fast spliced aligner with low memory requirements. Nat Methods. 2015;12(4):357‐360. doi: 10.1038/nmeth.3317. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Ramírez F, Ryan DP, Grüning B, et al. deepTools2: a next generation web server for deep‐sequencing data analysis. Nucleic Acids Res. 2016;44(W1):W160‐W165. doi: 10.1093/nar/gkw257. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Liao Y, Smyth GK, Shi W. FeatureCounts: An efficient general purpose program for assigning sequence reads to genomic features. Bioinformatics. 2014;30(7):923‐930. doi: 10.1093/bioinformatics/btt656. [DOI] [PubMed] [Google Scholar]
- 34. Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA‐seq data with DESeq2. Genome Biol. 2014;15(12):1‐21. doi: 10.1186/s13059-014-0550-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Shen S, Park JW, Lu ZX, et al. rMATS: Robust and flexible detection of differential alternative splicing from replicate RNA‐Seq data. Proc Natl Acad Sci U S A. 2014;111(51):E5593‐E5601. doi: 10.1073/pnas.1419161111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Zhou Y, Zhou B, Pache L, et al. Metascape provides a biologist‐oriented resource for the analysis of systems‐level datasets. Nat Commun. 2019;10(1): doi: 10.1038/s41467-019-09234-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Meng J, Cui X, Rao MK, Chen Y, Huang Y. Exome‐based analysis for RNA epigenome sequencing data. Bioinformatics. 2013;29(12):1565‐1567. doi: 10.1093/bioinformatics/btt171. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38. Yu G, Wang LG, He QY. ChIP seeker: An R/Bioconductor package for ChIP peak annotation, comparison and visualization. Bioinformatics. 2015;31(14):2382‐2383. doi: 10.1093/bioinformatics/btv145. [DOI] [PubMed] [Google Scholar]
- 39. Heinz S, Benner C, Spann N, et al. Simple combinations of lineage‐determining transcription factors prime cis‐regulatory elements required for macrophage and B cell identities. Mol Cell. 2010;38(4):576‐589. doi: 10.1016/j.molcel.2010.05.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40. Cui X, Wei Z, Zhang L, et al. An R/bioconductor package for gene annotation guided transcriptomic analysis of RNA‐related genomic features. Biomed Res Int. 2016;2016: doi: 10.1155/2016/8367534. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Chen C, Chen H, Zhang Y, et al. TBtools: An integrative toolkit developed for interactive analyses of big biological data. Mol Plant. 2020;13(8):1194‐1202. doi: 10.1016/j.molp.2020.06.009. [DOI] [PubMed] [Google Scholar]
- 42. McNally EM, Mestroni L. Dilated cardiomyopathy: Genetic determinants and mechanisms. Circ Res. 2017;121(7):731‐748. doi: 10.1161/CIRCRESAHA.116.309396. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Gerull B, Gramlich M, Atherton J, et al. Mutations of TTN, encoding the giant muscle filament titin, cause familial dilated cardiomyopathy. Nat Genet. 2002;30(2):201‐204. doi: 10.1038/ng815. [DOI] [PubMed] [Google Scholar]
- 44. Granzier HL, Labeit S. The giant protein titin: A major player in myocardial mechanics, signaling, and disease. Circ Res. 2004;94(3):284‐295. doi: 10.1161/01.RES.0000117769.88862.F8. [DOI] [PubMed] [Google Scholar]
- 45. Cheedipudi SM, Matkovich SJ, Coarfa C, et al. Genomic reorganization of lamin‐associated domains in cardiac myocytes is associated with differential gene expression and DNA methylation in human dilated cardiomyopathy. Circ Res. 2019;124(8):1198‐1213. doi: 10.1161/CIRCRESAHA.118.314177. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Guo W, Schafer S, Greaser ML, et al. RBM20, a gene for hereditary cardiomyopathy, regulates titin splicing. Nat Med. 2012;18(5):766‐773. doi: 10.1038/nm.2693. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47. Van Den Hoogenhof MMG, Beqqali A, Amin AS, et al. RBM20 mutations induce an arrhythmogenic dilated cardiomyopathy related to disturbed calcium handling. Circulation. 2018;138(13):1330‐1342. doi: 10.1161/CIRCULATIONAHA.117.031947. [DOI] [PubMed] [Google Scholar]
- 48. Dayanand K. 5’UTR m6A Promotes Cap‐Independent Translation. Physiol Behav. 2018;176(5):139‐148. doi: 10.1016/j.cell.2015.10.012.5. [DOI] [Google Scholar]
- 49. Li M, Zhao X, Wang W, et al. Ythdf2‐mediated m6A mRNA clearance modulates neural development in mice. Genome Biol. 2018;19(1):1‐16. doi: 10.1186/s13059-018-1436-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Paris J, Morgan M, Campos J, et al. Targeting the RNA m6A reader YTHDF2 selectively compromises cancer stem cells in acute myeloid leukemia. Cell Stem Cell. 2019;25(1):137‐148.e6. doi: 10.1016/j.stem.2019.03.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Chang G, Shi L, Ye Y, et al. YTHDF3 induces the translation of m6A‐enriched gene transcripts to promote breast cancer brain metastasis. Cancer Cell. 2020;38(6):857‐871.e7 doi: 10.1016/j.ccell.2020.10.004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52. Maron BJ, Towbin JA, Thiene G, et al. Contemporary definitions and classification of the cardiomyopathies: An American Heart Association Scientific Statement from the Council on Clinical Cardiology, Heart Failure and Transplantation Committee; Quality of Care and Outcomes Research and Functio. Circulation. 2006;113(14):1807‐1816. doi: 10.1161/CIRCULATIONAHA.106.174287. [DOI] [PubMed] [Google Scholar]
- 53. Fatkin D, Huttner IG, Kovacic JC, Seidman JG, Seidman CE. Precision medicine in the management of dilated cardiomyopathy: JACC state‐of‐the‐art review. J Am Coll Cardiol. 2019;74(23):2921‐2938. doi: 10.1016/j.jacc.2019.10.011. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.