Materials and methods
460
Generation of scramble and Srsf3 shRNA iMEPM cell lines 461
Immortalized mouse embryonic palatal mesenchyme (iMEPM) cells were derived from a 462
male Cdkn2a-/- embryo as previously described (Fantauzzo & Soriano, 2017). iMEPM cells were 463
cultured in growth medium [Dulbecco’s modified Eagle’s medium (Gibco, Thermo Fisher 464
Scientific, Waltham, MA, USA) supplemented with 50 U/mL penicillin (Gibco), 50 µg/mL 465
streptomycin (Gibco) and 2 mM L-glutamine (Gibco) containing 10% fetal bovine serum (FBS) 466
(Hyclone Laboratories Inc., Logan, UT, USA)] and grown at 37°C in 5% carbon dioxide. iMEPM 467
cells were tested for mycoplasma contamination using the MycoAlert Mycoplasma Detection Kit 468
(Lonza Group Ltd, Basel, Switzerland). Packaged lentiviruses containing pLV[shRNA]-469
EGFP:T2A:Puro-U6>Scramble_shRNA (vectorID: VB010000-0009mxc) with sequence 470
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20
CCTAAGGTTAAGTCGCCCTCGCTCGAGCGAGGGCGACTTAACCTTAGG or pLV[shRNA]-471
EGFP:T2A:Puro-U6>mSrsf3[shRNA#1] (vectorID: VB900060-7699yyh) with sequence 472
GAATGATAAAGCGGTGTTTACTCGAGTAAACACCGCTTTATCATTCC were purchased from 473
VectorBuilder (Chicago, IL, USA). Medium containing lentivirus for a multiplicity of infection of 474
10 for 200,000 cells with the addition of 10 ug/mL polybrene was added to iMEPM cells for 16 h, 475
and cells were subsequently grown in the presence of 4 ug/mL puromycin for 10 days. Cells 476
with the highest GFP expression (top 20%) were isolated on a Moflo XDP 100 cell sorter 477
(Beckman Coulter Inc., Brea, CA, USA) and expanded. Srsf3 expression in scramble and Srsf3 478
shRNA cell lines was confirmed by western blotting. Once the stable cell lines were established, 479
they were split at a ratio of 1:4 for maintenance. Scramble and Srsf3 shRNA cells were used for 480
experiments at passages 9-20. 481
482
Immunoprecipitation and western blotting 483
To induce PDGFRa signaling, cells at ~70% confluence were serum starved for 24 h in 484
starvation medium [Dulbecco’s modified Eagle’s medium (Gibco) supplemented with 50 U/mL 485
penicillin (Gibco), 50 µg/mL streptomycin (Gibco) and 2 mM L-glutamine (Gibco) containing 486
0.1% FBS (Hyclone Laboratories Inc.)] and stimulated with 10 ng/mL rat PDGF-AA ligand (R&D 487
Systems, Minneapolis, MN, USA) diluted from a 1.5 µg/mL working solution in 40 nM HCl 488
containing 0.1% BSA for the indicated length of time. When applicable, UV-crosslinking was 489
performed at 254 nm and 400 mJ/cm2 using a Vari-X-Link system (UVO3 Ltd, Cambridgeshire, 490
UK). For immunoprecipitation of Srsf3, cells were resuspended in ice-cold CLIP lysis buffer [50 491
mM Tris-HCl pH 7.4, 100 mM NaCl, 1% NP-40, 0.1% SDS, 0.5% sodium deoxycholate, 1x 492
complete Mini protease inhibitor cocktail (Roche, MilliporeSigma, Burlington, MA, USA), 1 mM 493
PMSF, 10 mM NaF, 1 mM Na3VO4, 25 mM β-glycerophosphate]. Cleared lysates were collected 494
by centrifugation at 18,000 g for 20 min at 4°C. Anti-Srsf3 antibody (10 µg/sample) (ab73891, 495
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21
Abcam, Waltham, MA, USA) was added to protein A Dynabeads (125 µL/sample) (Thermo 496
Fisher Scientific) washed twice in ice-cold CLIP lysis buffer and incubated for 45 min at room 497
temperature. Cells lysates were incubated with antibody-conjugated Dynabeads or Dynabeads 498
M-280 sheep anti-rabbit IgG (Thermo Fisher Scientific) washed twice in ice-cold CLIP lysis 499
buffer overnight at 4°C. The following day, Dynabeads were washed twice each with ice-cold 500
high salt wash buffer [50 mM Tris-HCl pH 7.4, 1M NaCl, 1 mM EDTA, 1% NP-40, 0.1% SDS, 501
0.5% sodium deoxycholate] followed by ice-cold wash buffer [20 mM Tris-HCl pH 7.4, 10 mM 502
MgCl2, 0.2% Tween-20]. The precipitated proteins were eluted with 1x NuPAGE LDS buffer 503
(Thermo Fisher Scientific) containing 100 mM dithiothreitol, heated for 10 minutes at 70°C, and 504
separated by SDS-PAGE. For western blotting of whole-cell lysates, protein lysates were 505
generated by resuspending cells in ice-cold NP-40 lysis buffer (20 mM Tris-HCl pH 8, 150 mM 506
NaCl, 10% glycerol, 1% Nonidet P-40, 2 mM EDTA, 1x complete Mini protease inhibitor cocktail 507
(Roche), 1 mM PMSM, 10 mM NaF, 1 mM Na3VO4, 25 mM β-glycerophosphate) and collecting 508
cleared lysates by centrifugation at 13,400 g at 4°C for 20 min. Laemmli buffer containing 10% 509
β-mercaptoethanol was added to the lysates, which were heated for 5 min at 100°C. Proteins 510
were subsequently separated by SDS-PAGE. Western blot analysis was performed according to 511
standard protocols using horseradish peroxidase-conjugated secondary antibodies. Blots were 512
imaged using a ChemiDoc XRS+ (Bio-Rad Laboratories, Inc., Hercules, CA, USA) or a 513
ChemiDoc (Bio-Rad Laboratories, Inc.). The following primary antibodies were used for western 514
blotting: Srsf3 (1:1,000, ab73891, Abcam), Gapdh (1:50,000, 60004, Proteintech Group, Inc., 515
Rosemont, IL, USA), phospho-Akt (Ser473) (1:1,000, 9271, Cell Signaling Technology, Inc., 516
Danvers, MA, USA), Akt (1:1,000, 9272, Cell Signaling Technology, Inc.), horseradish 517
peroxidase-conjugated goat anti-mouse IgG (1:20,000, 115035003, Jackson ImmunoResearch 518
Inc., West Grove, PA, USA), horseradish peroxidase-conjugated goat anti-rabbit IgG (1:20,000, 519
111035003;, Jackson ImmunoResearch Inc.). Quantifications of signal intensity were performed 520
with ImageJ software (version 1.53t, National Institutes of Health, Bethesda, MD, USA). Relative 521
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22
phospho-Akt levels were determined by normalizing to total Akt levels. When applicable, 522
statistical analyses were performed with Prism 10 (GraphPad Software Inc., San Diego, CA, 523
USA) using a two-tailed, ratio paired t-test within each cell line and a two-tailed, unpaired t-test 524
with Welch’s correction between each cell line. Immunoprecipitation and western blotting 525
experiments were performed across three independent experiments. 526
527
RNA-sequencing and related bioinformatics analyses 528
8 x 105 cells obtained from each of three independent biological replicates per treatment 529
were frozen on liquid nitrogen and stored at -80°C. Following thawing, total RNA was 530
simultaneously isolated from all samples using the RNeasy Mini Kit (Qiagen, Inc., Germantown, 531
MD, USA) according to the manufacturer’s instructions. RNA was forwarded to the University of 532
Colorado Cancer Center Genomics Shared Resource for quality control, library preparation, and 533
sequencing. RNA purity, quantity and integrity were assessed with a NanoDrop (Thermo Fisher 534
Scientific) and a 4200 TapeStation System (Agilent Technologies, Inc., Santa Clara, CA, USA) 535
prior to library preparation. Total RNA (200 ng) was used for input into the Universal Plus 536
mRNA-Seq kit with NuQuant (Tecan Group Ltd., Männedorf, Switzerland). Dual index, stranded 537
libraries were prepared and sequenced on a NovaSeq 6000 Sequencing System (Illumina, San 538
Diego, CA, USA) to an average depth of ~54 million read pairs (2x150 bp reads). 539
Raw sequencing reads were de-multiplexed using bcl2fastq (Illumina). Trimming, filtering 540
and adapter contamination removal was performed using BBDuk (from the BBmap v35.85 tool 541
suite) (Bushnell, 2015). For differential expression analysis, transcript abundance was quantified 542
using Salmon (v1.4.0) (Patro et al., 2017) and a decoy-aware transcriptome index prepared 543
using GENCODE (Frankish et al., 2019) GRCm39 M26. Gene level summaries were calculated 544
using tximport (Soneson et al., 2016) in R and differential expression was measured using 545
DESeq2 (v.1.32.0) (Love et al., 2014). Significant changes in gene-level expression are 546
reported for cases with adjusted P £ 0.05 and fold change |FC| ³ 2. Spearman correlation was 547
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23
computed between conditions for differentially-expressed genes. For alternative splicing 548
analysis, raw FASTQ were trimmed to a uniform length of 125 bp. Reads were aligned to the 549
mouse genome (GRCm39 Gencode M26) using STAR (v.2.7.9a) (Dobin et al., 2013). Additional 550
parameters for STAR: --outFilterType BySJout --outFilterMismatchNmax 10 --551
outFilterMismatchNoverLmax 0.04 --alignEndsType EndToEnd --runThreadN 16 --552
alignSJDBoverhangMin 4 --alignIntronMax 300000 --alignSJoverhangMin 8 --alignIntronMin 20. 553
All splice junctions detected in at least 1 read from the first pass alignment were used in a 554
second pass alignment, per software documentation. Alternative splicing events were detected 555
using rMATS (v4.0.2, default parameters plus ‘—cstat 0.0001’) (Shen et al. 2014). Reads 556
mapping to the splice junction as well as those mapping to the exon body were used in 557
downstream analyses. Detected events were compared between treatment groups and 558
considered significant with false discovery rate (FDR) £ 0.05, a difference in percent spliced in 559
(|ΔPSI|) ³ 0.05 and event detection in at least 10 reads in either condition. Raw read pairs, 560
trimmed read pairs for Salmon input, Salmon mapping rate per sample, trimmed read pairs (125 561
bp) for STAR input and STAR unique mapping rate can be found in Table S1. Gene ontology 562
analysis was performed with various libraries from the Enrichr gene list enrichment analysis tool 563
(Chen et al., 2013; Kuleshov et al., 2016) and terms with P < 0.05 were considered significant. 564
565
qPCR 566
Total RNA was isolated using the RNeasy mini kit (Qiagen, Germantown, MD, USA) 567
according to the manufacturer’s instructions. First-strand cDNA was synthesized using a ratio of 568
2:1 random primers:oligo (dT) primer and SuperScript II RT (Invitrogen, Thermo Fisher 569
Scientific) according to the manufacturer’s instructions. All reactions were performed with 1× 570
ThermoPol buffer [0.02 M Tris (pH 8.8), 0.01 M KCl, 0.01 M (NH4)2SO4, 2 mM MgSO4 and 0.1% 571
Triton X-100], 200 μM dNTPs, 200 nM primers (Integrated DNA Technologies, Inc., Coralville, 572
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24
IA, USA), 0.6 U Taq polymerase and 1 μg cDNA in a 25 μL reaction volume. The primers used 573
can be found in Table S16. The following PCR protocol was used for Arhgap12: step1, 3 min at 574
94°C; step 2, 30 s at 94°C; step 3, 30 s at 47°C; step 4, 30 s at 72°C; repeat steps 2-4 for 34 575
cycles; and step 5, 5 min at 72°C. The following PCR protocol was used for Cep55: step1, 3 min 576
at 94°C; step 2, 30 s at 94°C; step 3, 30 s at 48°C; step 4, 30 s at 72°C; repeat steps 2-4 for 34 577
cycles; and step 5, 5 min at 72°C. Two-thirds of total PCR products were electrophoresed on a 578
2% agarose/TBE gel containing ethidium bromide and photographed on an Aplegen Omega 579
Fluor Gel Documentation System (Aplegen Inc., Pleasanton, CA, USA). Quantifications of band 580
intensity were performed with ImageJ software (version 1.53t, National Institutes of Health). The 581
PSI was calculated independently for each sample as the percentage of the larger isoform 582
divided by the total abundance of all isoforms within the given gel lane. Statistical analyses were 583
performed with Prism 10 (GraphPad Software) using a two-tailed, unpaired t-test with Welch’s 584
correction. qPCR reactions were performed using three biological replicates. 585
586
Enhanced UV-crosslinking and immunoprecipitation and related bioinformatics analyses 587
Experiments were performed as previously described in biological duplicates (Van 588
Nostrand et al., 2016, 2017). Briefly, 2 million cells per treatment were serum starved and 589
treated with 10 ng/mL PDGF-AA as described above. Cells were subsequently UV-crosslinked 590
at 254 nm and 400 mJ/cm2, scraped in 1x phosphate buffered saline (PBS) and transferred to 591
1.5 mL Eppendorf tubes, at which point excess PBS was removed and cells were frozen on 592
liquid nitrogen and stored at -80°C. Following thawing, cells were lysed in ice-cold CLIP lysis 593
buffer, sonicated by BioRuptor (Diagenode, Denville, NJ, USA) and treated with RNase I 594
(Thermo Fisher Scientific). 2% of lysates were set aside as size-matched input samples. Srsf3-595
RNA complexes were immunoprecipitated with anti-Srsf3 antibody (10 µg per sample) 596
(ab73891, Abcam) conjugated to protein A Dynabeads (Thermo Fisher Scientific). IP samples 597
were washed and dephosphorylated with FastAP (New England Biolabs, Ipswich, MA, USA) 598
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25
and T4 PNK (New England Biolabs). IP samples underwent on-bead ligation of barcoded RNA 599
adapters (/5phos/rArGrArUrCrGrGrArArGrArGrCrGrUrCrGrUrG/3SpC3/) to the 3’ end using T4 600
RNA ligase (New England Biolabs). Following elution, protein-RNA complexes were run on 4-601
12% Bis-Tris 1.5 mm gels (Thermo Fisher Scientific) and transferred onto nitrocellulose 602
membranes. The 20-75 kDa region was excised and digested with proteinase K (New England 603
Biolabs). RNA was isolated with acid phenol/chloroform/isoamyl alcohol (pH 6.5) (Thermo 604
Fisher Scientific), reverse transcribed with Superscript III (Thermo Fisher Scientific) and treated 605
with ExoSAP-IT (Affymetrix, Thermo Fisher Scientific) to remove excess primers and 606
unincorporated nucleotides. Samples underwent 3’ ligation of barcoded DNA adapters 607
(/5Phos/NNNNNNNNNNAGATCGGAAGAGCACACGTCTG/3SpC3/), clean-up with Dynabeads 608
MyOne Silane (Thermo Fisher Scientific) and qPCR to determine the appropriate number of 609
PCR cycles. Libraries were then amplified with Q5 PCR mix (New England Biolabs) for a total of 610
16-25 cycles. Libraries were forwarded to the University of Colorado Cancer Center Genomics 611
Shared Resource for quality control and sequencing. Sample integrity was assessed with a 612
D1000 ScreenTape System (Agilent Technologies, Inc.) and sequenced on a NovaSeq 6000 613
Sequencing System (Illumina) to an average depth of ~20 million read pairs (2x150 bp reads). 614
Raw sequencing reads were de-multiplexed using bcl2fastq (Illumina). Adapters were 615
trimmed using cutadapt (v.1.18) (Martin, 2011). Trimmed reads were quality filtered and 616
collapsed using a combination of FASTX-Toolkit (v.0.0.14) 617
(http://hannonlab.cshl.edu/fastx_toolkit), seqtk (v.1.3-r106) (https://github.com/lh3/seqtk) and 618
custom scripts. After collapsing the reads, unique molecular identifiers were removed using 619
seqtk. STAR index for repetitive elements was created using repetitive sequences from 620
msRepDB (Liao et al., 2022). Reads ≥ 18 nt were mapped to the repetitive elements using 621
STAR (v.2.7.9a) (Dobin et al. 2013). Reads unmapped to the repetitive elements were mapped 622
to the mouse genome (GRCm39 Gencode M26) using STAR (v.2.7.9a) with parameters 623
alignEndsType: EndtoEnd and outFilterMismatchNoverReadLmax: 0.04. Peaks were called 624
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26
using omniCLIP (v.0.20) (Drewe-Boss et al., 2018) with the foreground penalty (--fg_pen) 625
parameter set to 5. Peaks were annotated and motif analyses performed using RCAS (v.1.19.0) 626
(Uyar et al., 2017) and custom R script. For visualization purposes, bigWig files were created 627
from bam files using deepTools (v.3.5.5) (Ramírez et al., 2016). Peaks were visualized in 628
Integrative Genomics Viewer (v.2.13.0) (Robinson et al., 2011). Intron and exon features were 629
calculated using Matt (v.1.3.1) (Gohr & Irimia, 2019), and statistical analyses were performed 630
using a Mann-Whitney U test. For overlap of eCLIP peaks and alternative splicing events, peak 631
coordinates were taken from omniCLIP bed files and alternative splicing coordinates were taken 632
from rMATS output. Overlapping coordinates from alternative splicing events were defined 633
following the rMAPS default values (Park et al., 2016). Overlap was calculated using valr 634
(v.0.6.4) (Riemondy et al., 2017) and custom R scripts. Raw read pairs, trimmed read pairs, 635
collapsed reads, reads after removing repetitive elements, mapped reads, peaks and annotated 636
peaks can be found in Table S7. Gene ontology analysis was performed with various libraries 637
from the Enrichr gene list enrichment analysis tool (Chen et al., 2013; Kuleshov et al., 2016) and 638
terms with P < 0.05 were considered significant. 639
640
Immunofluorescence analysis 641
Cells were seeded onto glass coverslips at ~40% confluency per 24-well plate well in 642
iMEPM growth medium. After 24 h, cells were serum starved and treated with 10 ng/mL PDGF-643
AA as described above. Cells were fixed in 4% paraformaldehyde (PFA) in PBS with 0.1% 644
Triton X-100 for 10 min and washed in PBS. Cells were blocked for 1 h in 5% normal donkey 645
serum (Jackson ImmunoResearch Inc.) in PBS and incubated overnight at 4°C in primary 646
antibody diluted in 1% normal donkey serum in PBS. After washing in PBS, cells were 647
incubated in Alexa Fluor 488-conjugated donkey anti-rabbit secondary antibody (1:1,000; 648
A21206; Invitrogen) or Alexa Fluor 546-conjugated donkey anti-mouse secondary antibody 649
(1:1,000; A10036; Invitrogen) diluted in 1% normal donkey serum in PBS with 2 μg/ml DAPI 650
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(Sigma-Aldrich, St. Louis, MO, USA) for 1 h. Cells were mounted in VECTASHIELD HardSet 651
Antifade Mounting Medium (Vector Laboratories, Inc., Burlingame, CA, USA) and photographed 652
using an Axiocam 506 mono digital camera (Carl Zeiss Microscopy LLC, White Plains, NY, 653
USA) fitted onto an Axio Observer 7 fluorescence microscope (Carl Zeiss Microscopy LLC) with 654
the 63x oil objective with a numerical aperture of 1.4 at room temperature. The following 655
antibodies were used for immunofluorescence analysis: Rab5 (1:200, C8B1, 3547, Cell 656
Signaling Technology Inc.), PDGFRa (1:20, AF1062, R&D Systems). For assessment of Rab5 657
puncta size and colocalization experiments, three independent trials, or biological replicates, 658
were performed. For each biological replicate, 20 technical replicates consisting of individual 659
cells were imaged with Z-stacks (0.24 μm between Z-stacks with a range of 1–6 Z-stacks) per 660
timepoint. Images were deconvoluted using ZEN Blue software (Carl Zeiss Microscopy LLC) 661
using the ‘Better, fast (Regularized Inverse Filter)’ setting. Extended depth of focus was applied 662
to Z-stacks using ZEN Blue software (Carl Zeiss Microscopy LLC) to generate images with the 663
maximum depth of field. For assessment of Rab5 puncta size, images were converted to 8-bit 664
using Fiji software (version 2.14.0/1.54f). Images were subsequently converted to a mask and 665
watershed separation was applied. A region of interest (ROI) was drawn around each Rab5-666
positive cell and particles were analyzed per cell using the “analyze particles” function. For 667
colocalization measurements, an ROI was drawn around each PDGFRa-positive cell in the 668
corresponding Cy3 (marker) channel using Fiji. For each image with a given ROI, the Cy3 669
channel and the EGFP channel were converted to 8-bit images. Colocalization was measured 670
using the Colocalization Threshold function, where the rcoloc value [Pearson’s correlation 671
coefficient (PCC)] was used in statistical analysis. Statistical analyses were performed on the 672
average values from each biological replicate with Prism 10 (GraphPad Software Inc.) using a 673
two-way ANOVA followed by uncorrected Fisher’s LSD test. 674
675
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References
706
Akerman, M., David-Eden, H., Pinter, R. Y., & Mandel-Gutfreund, Y. (2009). A computational 707
approach for genome-wide mapping of splicing factor binding sites. Genome Biology, 708
10(3), R30. https://doi.org/10.1186/gb-2009-10-3-r30 709
Amit, M., Donyo, M., Hollander, D., Goren, A., Kim, E., Gelfman, S., Lev-Maor, G., Burstein, D., 710
Schwartz, S., Postolsky, B., Pupko, T., & Ast, G. (2012). Differential GC Content 711
between Exons and Introns Establishes Distinct Strategies of Splice-Site Recognition. 712
Cell Reports, 1(5), 543–556. https://doi.org/10.1016/j.celrep.2012.03.013 713
Andrae, J., Gouveia, L., Gallini, R., He, L., Fredriksson, L., Nilsson, I., Johansson, B. R., 714
Eriksson, U., & Betsholtz, C. (2016). A role for PDGF-C/PDGFRα signaling in the 715
formation of the meningeal basement membranes surrounding the cerebral cortex. 716
Biology Open, 5(4), 461–474. https://doi.org/10.1242/bio.017368 717
Änkö, M.-L., Müller-McNicoll, M., Brandl, H., Curk, T., Gorup, C., Henry, I., Ule, J., & 718
Neugebauer, K. M. (2012). The RNA-binding landscapes of two SR proteins reveal 719
unique functions and binding to diverse RNA classes. Genome Biology, 13(3), R17. 720
https://doi.org/10.1186/gb-2012-13-3-r17 721
Bavelloni, A., Piazzi, M., Faenza, I., Raffini, M., D’Angelo, A., Cattini, L., Cocco, L., & Blalock, 722
W. L. (2014). Prohibitin 2 represents a novel nuclear AKT substrate during all- trans 723
retinoic acid–induced differentiation of acute promyelocytic leukemia cells. The FASEB 724
Journal, 28(5), 2009–2019. https://doi.org/10.1096/fj.13-244368 725
Bebee, T. W., Park, J. W., Sheridan, K. I., Warzecha, C. C., Cieply, B. W., Rohacek, A. M., 726
Xing, Y., & Carstens, R. P. (2015). The splicing regulators Esrp1 and Esrp2 direct an 727
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 3, 2024. ; https://doi.org/10.1101/2024.04.03.587975doi: bioRxiv preprint
30
epithelial splicing program essential for mammalian development. eLife, 4, e08954. 728
https://doi.org/10.7554/eLife.08954 729
Bushnell, B. (2015). BBMap. Https://Sourceforge.Net/Projects/Bbmap/. 730
https://sourceforge.net/projects/bbmap/ 731
Chen, E. Y., Tan, C. M., Kou, Y., Duan, Q., Wang, Z., Meirelles, G. V., Clark, N. R., & Ma’ayan, 732
A. (2013). Enrichr: Interactive and collaborative HTML5 gene list enrichment analysis 733
tool. BMC Bioinformatics, 14, 128. https://doi.org/10.1186/1471-2105-14-128 734
Choi, S. J., Marazita, M. L., Hart, P. S., Sulima, P. P., Field, L. L., McHenry, T. G., Govil, M., 735
Cooper, M. E., Letra, A., Menezes, R., Narayanan, S., Mansilla, M. A., Granjeiro, J. M., 736
Vieira, A. R., Lidral, A. C., Murray, J. C., & Hart, T. C. (2009). The PDGF-C regulatory 737
region SNP rs28999109 decreases promoter transcriptional activity and is associated 738
with CL/P. European Journal of Human Genetics, 17(6), 774–784. 739
https://doi.org/10.1038/ejhg.2008.245 740
Cibi, D. M., Mia, M. M., Guna Shekeran, S., Yun, L. S., Sandireddy, R., Gupta, P., Hota, M., 741
Sun, L., Ghosh, S., & Singh, M. K. (2019). Neural crest-specific deletion of Rbfox2 in 742
mice leads to craniofacial abnormalities including cleft palate. eLife, 8, e45418. 743
https://doi.org/10.7554/eLife.45418 744
Dennison, B. J. C., Larson, E. D., Fu, R., Mo, J., & Fantauzzo, K. A. (2021). Srsf3 mediates 745
alternative RNA splicing downstream of PDGFRα signaling in the facial mesenchyme. 746
Development, 148(14), dev199448. https://doi.org/10.1242/dev.199448 747
Ding, H., Wu, X., Boström, H., Kim, I., Wong, N., Tsoi, B., O’Rourke, M., Koh, G. Y., Soriano, P., 748
Betsholtz, C., Hart, T. C., Marazita, M. L., Field, L. L., Tam, P. P. L., & Nagy, A. (2004). 749
A specific requirement for PDGF-C in palate formation and PDGFR-α signaling. Nature 750
Genetics, 36(10), 1111–1116. https://doi.org/10.1038/ng1415 751
Dobin, A., Davis, C. A., Schlesinger, F., Drenkow, J., Zaleski, C., Jha, S., Batut, P., Chaisson, 752
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 3, 2024. ; https://doi.org/10.1101/2024.04.03.587975doi: bioRxiv preprint
31
M., & Gingeras, T. R. (2013). STAR: ultrafast universal RNA-seq aligner. Bioinformatics, 753
29(1), 15-21. https://doi.org/10.1093/bioinformatics/bts635 754
Drewe-Boss, P., Wessels, H.-H., & Ohler, U. (2018). omniCLIP: Probabilistic identification of 755
protein-RNA interactions from CLIP-seq data. Genome Biology, 19(1), 183. 756
https://doi.org/10.1186/s13059-018-1521-2 757
Fantauzzo, K. A., & Soriano, P. (2014). PI3K-mediated PDGFR signaling regulates survival and 758
proliferation in skeletal development through p53-dependent intracellular pathways. 759
Genes & Development, 28(9), 1005–1017. https://doi.org/10.1101/gad.238709.114 760
Fantauzzo, K. A., & Soriano, P. (2017). Generation of an immortalized mouse embryonic palatal 761
mesenchyme cell line. PLOS ONE, 12(6), e0179078. 762
https://doi.org/10.1371/journal.pone.0179078 763
Forman, T. E., Dennison, B. J. C., & Fantauzzo, K. A. (2021). The Role of RNA-Binding Proteins 764
in Vertebrate Neural Crest and Craniofacial Development. Journal of Developmental 765
Biology, 19. 766
Frankish, A., Diekhans, M., Ferreira, A. M., Johnson, R., Jungreis, I., Loveland, J., Mudge, J. 767
M., Sisu, C., Wright, J., Armstrong, J., Barnes, I., Berry, A., Bignell, A., Carbonell Sala, 768
S., Chrast, J., Cunningham, F., Di Domenico, T., Donaldson, S., Fiddes, I. T., … Flicek, 769
P. (2019). GENCODE reference annotation for the human and mouse genomes. Nucleic 770
Acids Research, 47(D1), D766-763. https://doi.org/10.1093/nar/gky955 771
Fredriksson, L., Nilsson, I., Su, E. J., Andrae, J., Ding, H., Betsholtz, C., Eriksson, U., & 772
Lawrence, D. A. (2012). Platelet-Derived Growth Factor C Deficiency in C57BL/6 Mice 773
Leads to Abnormal Cerebral Vascularization, Loss of Neuroependymal Integrity, and 774
Ventricular Abnormalities. The American Journal of Pathology, 180(3), 1136–1144. 775
https://doi.org/10.1016/j.ajpath.2011.12.006 776
Fu, X.-D., & Ares, M. (2014). Context-dependent control of alternative splicing by RNA-binding 777
proteins. Nature Reviews Genetics, 15(10), 689–701. https://doi.org/10.1038/nrg3778 778
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 3, 2024. ; https://doi.org/10.1101/2024.04.03.587975doi: bioRxiv preprint
32
Fu, X.-D., & Maniatis, T. (1990). Factor required for mammalian spliceosome assembly is 779
localized to discrete regions in the nucleus. Nature, 343(6257), 437–441. 780
https://doi.org/10.1038/343437a0 781
Garcias, G. D. L., & Roth, M. D. G. M. (2007). A Brazilian family with quadrupedal gait, severe 782
mental retardation, coarse facial characteristics, and hirsutism. International Journal of 783
Neuroscience, 117(7), 927–933. https://doi.org/10.1080/00207450600910721 784
Gohr, A., & Irimia, M. (2019). Matt: Unix tools for alternative splicing analysis. Bioinformatics, 785
35(1), 130–132. https://doi.org/10.1093/bioinformatics/bty606 786
Gulsuner, S., Tekinay, A. B., Doerschner, K., Boyaci, H., Bilguvar, K., Unal, H., Ors, A., Onat, O. 787
E., Atalar, E., Basak, A. N., Topaloglu, H., Kansu, T., Tan, M., Tan, U., Gunel, M., & 788
Ozcelik, T. (2011). Homozygosity mapping and targeted genomic sequencing reveal the 789
gene responsible for cerebellar hypoplasia and quadrupedal locomotion in a 790
consanguineous kindred. Genome Research, 21(12), 1995-2003. 791
https://doi.org/10.1101/gr.126110.111. 792
Haward, F., Maslon, M. M., Yeyati, P. L., Bellora, N., Hansen, J. N., Aitken, S., Lawson, J., von 793
Kriegsheim, A., Wachten, D., Mill, P., Adams, I. R., & Caceres, J. F. (2021). Nucleo-794
cytoplasmic shuttling of splicing factor SRSF1 is required for development and cilia 795
function. eLife, 10, e65104. https://doi.org/10.7554/eLife.65104 796
He, F., & Soriano, P. (2013). A critical role for PDGFRalpha signaling in medial nasal process 797
development. PLoS Genetics, 9(9), e1003851. 798
https://doi.org/10.1371/journal.pgen.1003851 799
Howard, J. M., & Sanford, J. R. (2015). The RNAissance family: SR proteins as multifaceted 800
regulators of gene expression: Wiley Interdisciplinary Reviews: RNA, 6(1), 93–110. 801
https://doi.org/10.1002/wrna.1260 802
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 3, 2024. ; https://doi.org/10.1101/2024.04.03.587975doi: bioRxiv preprint
33
Huang, Y., Yario, T. A., & Steitz, J. A. (2004). A molecular link between SR protein 803
dephosphorylation and mRNA export. Proceedings of the National Academy of 804
Sciences, 101(26), 9666–9670. https://doi.org/10.1073/pnas.0403533101 805
Jourdain, A. A., Begg, B. E., Mick, E., Shah, H., Calvo, S. E., Skinner, O. S., Sharma, R., Blue, 806
S. M., Yeo, G. W., Burge, C. B., & Mootha, V. K. (2021). Loss of LUC7L2 and U1 snRNP 807
subunits shifts energy metabolism from glycolysis to OXPHOS. Molecular Cell, 81(9), 808
1905-1919.e12. https://doi.org/10.1016/j.molcel.2021.02.033 809
Jumaa, H., Wei, G., & Nielsen, P. J. (1999). Blastocyst formation is blocked in mouse embryos 810
lacking the splicing factor SRp20. Current Biology, 9(16), 899–902. 811
https://doi.org/10.1016/S0960-9822(99)80394-7 812
Klinghoffer, R. A., Hamilton, T. G., Hoch, R., & Soriano, P. (2002). An Allelic Series at the 813
PDGFaR Locus Indicates Unequal Contributions of Distinct Signaling Pathways During 814
Development. Developmental Cell, 2, 103–113. 815
Krainer, R., Mayeda, A., & Kozak, D. (1991). Functional Expression of Cloned Human Splicing 816
Factor SF2: Homology to RNA-Binding Proteins, Ul 70K, and Drosophila Splicing 817
Regulators. Cell, 66, 383–394. 818
Kuleshov, M. V., Jones, M. R., Rouillard, A. D., Fernandez, N. F., Duan, Q., Wang, Z., Koplev, 819
S., Jenkins, S. L., Jagodnik, K. M., Lachmann, A., McDermott, M. G., Monteiro, C. D., 820
Gundersen, G. W., & Ma’ayan, A. (2016). Enrichr: A comprehensive gene set 821
enrichment analysis web server 2016 update. Nucleic Acids Research, 44(W1), W90–822
W97. https://doi.org/10.1093/nar/gkw377 823
Lee, S., Sears, M. J., Zhang, Z., Li, H., Salhab, I., Krebs, P., Xing, Y., Nah, H.-D., Williams, T., & 824
Carstens, R. P. (2020). Cleft lip and cleft palate in Esrp1 knockout mice is associated 825
with alterations in epithelial-mesenchymal crosstalk. Development, 147(21), dev187369. 826
https://doi.org/10.1242/dev.187369 827
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 3, 2024. ; https://doi.org/10.1101/2024.04.03.587975doi: bioRxiv preprint
34
Li, D., & Roberts, R. (2001). WD-repeat proteins: Structure characteristics, biological function, 828
and their involvement in human diseases. Cellular and Molecular Life Sciences, 58. 829
Liao, X., Hu, K., Salhi, A., Zou, Y., Wang, J., & Gao, X. (2022). msRepDB: A comprehensive 830
repetitive sequence database of over 80 000 species. Nucleic Acids Research, 50(D1), 831
D236–D245. https://doi.org/10.1093/nar/gkab1089 832
Licatalosi, D. D., & Darnell, R. B. (2010). RNA processing and its regulation: Global insights into 833
biological networks. Nature Reviews Genetics, 11(1), 75–87. 834
https://doi.org/10.1038/nrg2673 835
Liu, K., Jian, Y., Sun, X., Yang, C., Gao, Z., Zhang, Z., Liu, X., Li, Y., Xu, J., Jing, Y., Mitani, S., 836
He, S., & Yang, C. (2016). Negative regulation of phosphatidylinositol 3-phosphate 837
levels in early-to-late endosome conversion. Journal of Cell Biology, 212(2), 181-198. 838
https://doi.org/10.1083/jcb.201506081. 839
Long, Y., Sou, W. H., Yung, K. W. Y., Liu, H., Wan, S. W. C., Li, Q., Zeng, C., Law, C. O. K., 840
Chan, G. H. C., Lau, T. C. K., & Ngo, J. C. K. (2019). Distinct mechanisms govern the 841
phosphorylation of different SR protein splicing factors. Journal of Biological Chemistry, 842
294(4), 1312–1327. https://doi.org/10.1074/jbc.RA118.003392 843
Love, M. I., Huber, W., & Anders, S. (2014). Moderated estimation of fold change and 844
dispersion for RNA-seq data with DESeq2. Genome Biology, 15(12), 550. 845
https://doi.org/10.1186/s13059-014-0550-8 846
Mai, C. T., Isenburg, J. L., Canfield, M. A., Meyer, R. E., Correa, A., Alverson, C. J., Lupo, P. J., 847
Riehle-Colarusso, T., Cho, S. J., Aggarwal, D., Kirby, R. S., & National Birth Defects 848
Prevention Network. (2019). National population-based estimates for major birth defects, 849
2010–2014. Birth Defects Research, 111(18), 1420–1435. 850
https://doi.org/10.1002/bdr2.1589 851
Manning, B. D., & Cantley, L. C. (2007). AKT/PKB Signaling: Navigating Downstream. Cell, 852
129(7), 1261–1274. https://doi.org/10.1016/j.cell.2007.06.009 853
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 3, 2024. ; https://doi.org/10.1101/2024.04.03.587975doi: bioRxiv preprint
35
Martin, M. (2011). Cutadapt removes adapter sequences from high-throughput sequencing 854
reads. EMBnet.Journal, 17(1), 10. https://doi.org/10.14806/ej.17.1.200 855
Moss, N. D., Wells, K. L., Theis, A., Kim, Y.-K., Spigelman, A. F., Liu, X., MacDonald, P. E., & 856
Sussel, L. (2023). Modulation of insulin secretion by RBFOX2-mediated alternative 857
splicing. Nature Communications, 14(1), 7732. https://doi.org/10.1038/s41467-023-858
43605-4 859
Pan, Q., Shai, O., Lee, L. J., Frey, B. J., & Blencowe, B. J. (2008). Deep surveying of alternative 860
splicing complexity in the human transcriptome by high-throughput sequencing. Nature 861
Genetics, 40(12), 1413–1415. https://doi.org/10.1038/ng.259 862
Park, J. W., Jung, S., Rouchka, E. C., Tseng, Y-T., & Xing, Y. (2016). rMAPS: RNA map 863
analysis and plotting server for alternative exon regulation. Nucleic Acids Research 864
44(W1), 333-338. https://doi.org/10.1093/nar/gkw410 865
Patro, R., Duggal, G., Love, M. I., Irizarry, R. A., & Kingsford, C. (2017). Salmon provides fast 866
and bias-aware quantification of transcript expression. Nature Methods, 14(4), 417–419. 867
https://doi.org/10.1038/nmeth.4197 868
Ramírez, F., Ryan, D. P., Grüning, B., Bhardwaj, V., Kilpert, F., Richter, A. S., Heyne, S., 869
Dündar, F., & Manke, T. (2016). deepTools2: A next generation web server for deep-870
sequencing data analysis. Nucleic Acids Research, 44(W1), W160–W165. 871
https://doi.org/10.1093/nar/gkw257 872
Rapiteanu, R., Davis, L. J., Williamson, J. C., Timms, R. T., Paul Luzio, J., & Lehner, P. J. 873
(2016). A Genetic Screen Identifies a Critical Role for the WDR81-WDR91 Complex in 874
the Trafficking and Degradation of Tetherin. Traffic, 17(8), 940–958. 875
https://doi.org/10.1111/tra.12409 876
Rattanasopha, S., Tongkobpetch, S., Srichomthong, C., Siriwan, P., Suphapeetiporn, K., & 877
Shotelersuk, V. (2012). PDGFRa mutations in humans with isolated cleft palate. 878
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 3, 2024. ; https://doi.org/10.1101/2024.04.03.587975doi: bioRxiv preprint
36
European Journal of Human Genetics, 20(10), 1058–1062. 879
https://doi.org/10.1038/ejhg.2012.55 880
Riemondy, K. A., Sheridan, R. M., Gillen, A., Yu, Y., Bennett, C. G., & Hesselberth, J. R. (2017). 881
valr: Reproducible genome interval analysis in R. F1000Research, 6, 1025. 882
https://doi.org/10.12688/f1000research.11997.1 883
Robinson, J. T., Thorvaldsdóttir, H., Winckler, W., Guttman, M., Lander, E. S., Getz, G., & 884
Mesirov, J. P. (2011). Integrative genomics viewer. Nature Biotechnology, 29(1), 24–26. 885
https://doi.org/10.1038/nbt.1754 886
Rogers, M. A., Campaña, M. B., Long, R., & Fantauzzo, K. A. (2022). PDGFR dimer-specific 887
activation, trafficking and downstream signaling dynamics. Journal of Cell Science, 888
135(17), jcs259686. https://doi.org/10.1242/jcs.259686 889
Schmok, J. C., Jain, M., Street, L. A., Tankka, A. T., Schafer, D., Her, H.-L., Elmsaouri, S., 890
Gosztyla, M. L., Boyle, E. A., Jagannatha, P., Luo, E.-C., Kwon, E. J., Jovanovic, M., & 891
Yeo, G. W. (2024). Large-scale evaluation of the ability of RNA-binding proteins to 892
activate exon inclusion. Nature Biotechnology. https://doi.org/10.1038/s41587-023-893
02014-0 894
Scotti, M. M., & Swanson, M. S. (2016). RNA mis-splicing in disease. Nature Reviews Genetics, 895
17(1), 19–32. https://doi.org/10.1038/nrg.2015.3 896
Shen, H., & Green, M. R. (2006). RS domains contact splicing signals and promote splicing by a 897
common mechanism in yeast through humans. Genes & Development, 20(13), 1755–898
1765. https://doi.org/10.1101/gad.1422106 899
Shen, S., Park, J. W., Lu, Z., Lin, L., Henry, M. D., Wu, Y. N., Zhou, Q., & Xing, Y. (2014). 900
rMATS: Robust and flexible detection of differential alternative splicing from replicate 901
RNA-Seq data. Proceedings of the National Academy of Sciences, 111(51), E5593–902
E5601. https://doi.org/10.1073/pnas.1419161111 903
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 3, 2024. ; https://doi.org/10.1101/2024.04.03.587975doi: bioRxiv preprint
37
Shin, C., Feng, Y., & Manley, J. L. (2004). Dephosphorylated SRp38 acts as a splicing 904
repressor in response to heat shock. Nature, 427(6974), 553–558. 905
https://doi.org/10.1038/nature02288 906
Simpson, J. E., Muir, M. T., Lee, M., Naughton, C., Gilbert, N., Pollard, S. M., & Gammoh, N. 907
(2024). Autophagy supports PDGFRA-dependent brain tumor development by 908
enhancing oncogenic signaling. Developmental Cell, S1534580723006214. 909
https://doi.org/10.1016/j.devcel.2023.11.023 910
Soneson, C., Love, M. I., & Robinson, M. D. (2016). Differential analyses for RNA-seq: 911
Transcript-level estimates improve gene-level inferences [version 2; referees: 2 912
approved]. F1000Research, 4, 1521. https://doi.org/10.12688/F1000RESEARCH.7563.2 913
Soriano, P. (1997). The PDGFα receptor is required for neural crest cell development and for 914
normal patterning of the somites. Development, 124, 2691–2700. 915
Tallquist, M. D., & Soriano, P. (2003). Cell autonomous requirement for PDGFRα in populations 916
of cranial and cardiac neural crest cells. Development, 130(3), 507–518. 917
https://doi.org/10.1242/dev.00241 918
Uyar, B., Yusuf, D., Wurmus, R., Rajewsky, N., Ohler, U., & Akalin, A. (2017). RCAS: An RNA 919
centric annotation system for transcriptome-wide regions of interest. Nucleic Acids 920
Research, 45(10), e91–e91. https://doi.org/10.1093/nar/gkx120 921
Van Nostrand, E. L., Nguyen, T. B., Gelboin-Burkhart, C., Wang, R., Blue, S. M., Pratt, G. A., 922
Louie, A. L., & Yeo, G. W. (2017). Robust, Cost-Effective Profiling of RNA Binding 923
Protein Targets with Single-end Enhanced Crosslinking and Immunoprecipitation 924
(seCLIP). In Y. Shi (Ed.), mRNA Processing (Vol. 1648, pp. 177–200). Springer New 925
York. https://doi.org/10.1007/978-1-4939-7204-3_14 926
Van Nostrand, E. L., Pratt, G. A., Shishkin, A. A., Gelboin-Burkhart, C., Fang, M. Y., 927
Sundararaman, B., Blue, S. M., Nguyen, T. B., Surka, C., Elkins, K., Stanton, R., Rigo, 928
F., Guttman, M., & Yeo, G. W. (2016). Robust transcriptome-wide discovery of RNA-929
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 3, 2024. ; https://doi.org/10.1101/2024.04.03.587975doi: bioRxiv preprint
38
binding protein binding sites with enhanced CLIP (eCLIP). Nature Methods, 13(6), 508–930
514. https://doi.org/10.1038/nmeth.3810 931
Vasudevan, H. N., Mazot, P., He, F., & Soriano, P. (2015). Receptor tyrosine kinases modulate 932
distinct transcriptional programs by differential usage of intracellular pathways. eLife, 4, 933
e07186. https://doi.org/10.7554/eLife.07186 934
Wallroth, A., & Haucke, V. (2018). Phosphoinositide conversion in endocytosis and the 935
endolysosomal system. Journal of Biological Chemistry, 293(5), 1526–1535. 936
https://doi.org/10.1074/jbc.R117.000629 937
Wang, E. T., Sandberg, R., Luo, S., Khrebtukova, I., Zhang, L., Mayr, C., Kingsmore, S. F., 938
Schroth, G. P., & Burge, C. B. (2008). Alternative isoform regulation in human tissue 939
transcriptomes. Nature, 456(7221), 470–476. https://doi.org/10.1038/nature07509 940
Xiao, S.-H., & Manley, J. (1997). Phosphorylation of the ASF/SF2 RS domain affects both 941
protein-protein and protein-RNA interactions and is necessary for splicing. Genes & 942
Development, 12. 943
Zahler, A. M., Neugebauer, K. M., Lane, W. S., & Roth, M. B. (1993). Distinct Functions of SR 944
Proteins in Alternative pre-mRNA Splicing. Science, 260(5105), 219–222. 945
https://doi.org/10.1126/science.8385799 946
Zerial, M., & McBride, H. (2001). Rab proteins as membrane organizers. Nature Reviews 947
Molecular Cell Biology, 2(2), 107–117. https://doi.org/10.1038/35052055 948
Zhou, Z., & Fu, X.-D. (2013). Regulation of splicing by SR proteins and SR protein-specific 949
kinases. Chromosoma, 122(3), 191–207. https://doi.org/10.1007/s00412-013-0407-z 950
Zhou, Z., Qiu, J., Liu, W., Zhou, Y., Plocinik, R. M., Li, H., Hu, Q., Ghosh, G., Adams, J. A., 951
Rosenfeld, M. G., & Fu, X.-D. (2012). The Akt-SRPK-SR Axis Constitutes a Major 952
Pathway in Transducing EGF Signaling to Regulate Alternative Splicing in the Nucleus. 953
Molecular Cell, 47(3), 422–433. https://doi.org/10.1016/j.molcel.2012.05.014 954
955
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 3, 2024. ; https://doi.org/10.1101/2024.04.03.587975doi: bioRxiv preprint
39
956
Figure 1: PDGFRa signaling for one hour minimally affects gene expression. (A) 957
Schematic of RNA-seq experimental design. iMEPM cells were transduced to stably express a 958
scramble shRNA (scramble) or shRNA targeting the 3’ UTR of Srsf3 (shSrsf3). iMEPM cells 959
expressing either scramble or shSrsf3 were left unstimulated or stimulated with 10 ng/mL 960
PDGF-AA for 1 hour and RNA was isolated for RNA-seq analysis. (B) Western blot (WB) 961
analysis of whole-cell lysates from scramble and shSrsf3 cell lines with anti-Srsf3 and anti-962
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
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40
Gapdh antibodies. The percentage of Srsf3 expression normalized to Gapdh expression is 963
indicated below. (C) Volcano plots depicting differentially-expressed genes in scramble versus 964
shSrsf3 cell lines in the absence (left) or presence (right) of PDGF-AA stimulation. Log2(fold 965
change) (FC) values represent log2(shSrsf3 normalized counts/scramble normalized counts). 966
Significant changes in gene-level expression are reported for genes with adjusted P (padj) < 967
0.05 and fold change |FC| ³ 2. (D) Venn diagram of significant genes from C. (E) Volcano plots 968
depicting differentially-expressed genes in the absence versus presence of PDGF-AA ligand in 969
scramble (left) or shSrsf3 (right) cell lines. Log2(FC) values represent log2(+PDGF-AA 970
normalized counts/-PDGF-AA normalized counts). (F) Venn diagram of significant genes from 971
E. 972
973
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
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41
974
Figure 2: PDGFRa signaling for one hour has a more pronounced effect on alternative 975
RNA splicing. (A) Volcano plots depicting alternatively-spliced transcripts in scramble versus 976
shSrsf3 cell lines in the absence (left) or presence (right) of PDGF-AA stimulation. Difference in 977
percent spliced in (ΔPSI) values represent scramble PSI – shSrsf3 PSI. Significant changes in 978
.CC-BY-NC-ND 4.0 International licenseavailable under a
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42
alternative RNA splicing are reported for events with a false discovery rate (FDR) £ 0.05 and a 979
difference in percent spliced in (|ΔPSI|) ³ 0.05. (B) Venn diagram of significant transcripts from 980
A, filtered to include events detected in at least 10 reads in either condition. (C) Volcano plots 981
depicting alternatively-spliced transcripts in the absence versus presence of PDGF-AA ligand in 982
scramble (left) or shSrsf3 (right) cell lines. Difference in percent spliced in (ΔPSI) values 983
represent -PDGF-AA PSI – +PDGF-AA PSI. (D) Venn diagram of significant transcripts from C, 984
filtered to include events detected in at least 10 reads in either condition. (E) Bar graph 985
depicting alternative RNA splicing events in scramble versus shSrsf3 cell lines in the absence or 986
presence of PDGF-AA stimulation (left) or in the absence versus presence of PDGF-AA ligand 987
in scramble or shSrsf3 cell lines (right). 988
989
.CC-BY-NC-ND 4.0 International licenseavailable under a
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43
990
Figure 3: Srsf3 exhibits differential transcript binding upon PDGFRa signaling. (A) 991
Schematic of eCLIP experimental design. iMEPM cells were left unstimulated or stimulated with 992
10 ng/mL PDGF-AA for 1 hour and processed for eCLIP analysis. (B) Immunoprecipitation (IP) 993
of Srsf3 from cells that were UV-crosslinked or not UV-crosslinked with IgG or an anti-Srsf3 994
antibody followed by western blotting (WB) of input, supernatant (Sup), and IP samples with an 995
anti-Srsf3 antibody. (C) Mapping of eCLIP peaks to various transcript locations in the absence 996
or presence of PDGF-AA stimulation. 5’ UTR, 5’ untranslated region; CDS, coding sequence; 3’ 997
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UTR, 3’ untranslated region. (D,E) Mean coverage of eCLIP peaks across various transcript 998
locations (D) and surrounding the 5’ and 3’ splice sites (E) in the absence or presence of PDGF-999
AA stimulation. (F,G) Top three motifs enriched in eCLIP peaks in the absence (F) or presence 1000
(G) of PDGF-AA stimulation. 1001
1002
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1003
Figure 4: Srsf3 and PDGFRa signaling are associated with differential GC content and 1004
length of alternatively-spliced exons. (A) Box and whisker plot depicting the percentage of 1005
exon GC content in exons that are not differentially alternatively spliced, and exons that are 1006
included or skipped when Srsf3 is present from the rMATS analysis. (B) Box and whisker plot 1007
depicting the ratio of downstream intron to exon GC content in exons that are not differentially 1008
alternatively spliced, and exons that are included or skipped when Srsf3 is present from the 1009
rMATS analysis. (C,D) Box and whisker plots depicting the ratio of upstream intron to exon 1010
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46
length (C) and downstream intron to exon length (D) in exons that are not differentially 1011
alternatively spliced, and exons that are included or skipped when Srsf3 is present from the 1012
rMATS analysis. (E) Violin and box and whisker (inset) plots depicting the percentage of exon 1013
GC content in exons that are not bound by Srsf3, and exons that are bound in the absence 1014
and/or presence of PDGF-AA stimulation from the eCLIP analysis. *, P < 0.05; **, P < 0.01; ***, 1015
P < 0.001. 1016
1017
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1018
Figure 5: Transcripts bound by Srsf3 that undergo alternative splicing upon PDGFRa 1019
signaling encode regulators of PI3K signaling. (A) Venn diagram of genes with differential 1020
expression (DE) or transcripts subject to alternative RNA splicing (AS) across the four treatment 1021
comparisons that overlap with transcripts with Srsf3 eCLIP peaks in the absence or presence of 1022
PDGF-AA stimulation. (B,C) Top ten (B) and PI3K-related (C) biological process gene ontology 1023
(GO) terms for transcripts from the overlapping datasets. p.val, P. (D) Difference in percent 1024
spliced in (DPSI) values for PI3K/endosome-related transcripts of interest. FDR, false detection 1025
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rate. (E) Peak visualization for input and eCLIP samples in the absence or presence of PDGF-1026
AA stimulation from Integrative Genomics Viewer (left) with location of motifs from Figure S5 1027
indicated below for PI3K/endosome-related transcripts of interest. Predicted alternative splicing 1028
outcomes for PI3K/endosome-related transcripts of interest (right). 1029
1030
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1031
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Figure 6: Srsf3 regulates early endosome size and phosphorylation of Akt downstream of 1032
PDGFRa signaling. (A,B) Scatter dot plots depicting average size of Rab5 puncta per cell (A) 1033
and Pearson’s correlation coefficient of signals from anti-Rab5 and anti-PDGFRa antibodies (B) 1034
in scramble and shSrsf3 cell lines in the absence or presence (15-60 min) of PDGF-AA 1035
stimulation. Data are mean ± s.e.m. *, P < 0.05. Shaded shapes correspond to independent 1036
experiments. Summary statistics from biological replicates consisting of independent 1037
experiments (large shapes) are superimposed on top of data from all cells; n = 20 technical 1038
replicates across each of three biological replicates. (C-H”) PDGFRa antibody signal (white or 1039
magenta) and Rab5 antibody signal (white or green) as assessed by immunofluorescence 1040
analysis of scramble and shSrsf3 cells in the absence or presence (15-60 min) of PDGF-AA 1041
stimulation. Nuclei were stained with DAPI (blue). White arrows denote colocalization. Scale 1042
bars: 20 µm (main images), 3 µm (insets). (I) Western blot (WB) analysis of whole-cell lysates 1043
(WCL) from scramble (left) and shSrsf3 (right) cell lines following a time course of PDGF-AA 1044
stimulation from 15 min to 4 h, with anti-phospho-(p)-Akt and anti-Akt antibodies. Line graphs 1045
depicting quantification of band intensities from n = 3 biological replicates as above. Data are 1046
mean ± s.e.m. *, P < 0.05; **, P < 0.01. (J) Model of experimental results in which PI3K/Akt-1047
mediated PDGFRa signaling results in the nuclear translocation of Srsf3 and the subsequent 1048
AS of transcripts to decrease levels of proteins that promote PDGFRa trafficking out of early 1049
endosomes. 1050
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