Abstract
SR proteins are essential splicing regulators whose expression is controlled in part through poison exons (PEs) — ultraconserved non-coding exons that trigger nonsense-mediated decay — yet the biological functions of these elements remain undefined. Here, we show that homozygous deletion of SRSF3-PE or TRA2β-PE is selected against in mouse embryos and human induced pluripotent stem cells (iPSCs), and that conditional PE deletion causes apoptotic death in iPSCs but is tolerated in post-mitotic neurons, revealing a proliferative-state-specific requirement. Mechanistically, PE deletion elevates SR protein levels, triggers widespread splicing dysregulation, and disrupts the correct splicing of a mitotic gene network associated with spindle defects and mitotic errors. These findings establish ultraconserved poison exons as essential regulators of mitotic splicing fidelity and stem cell viability.
Introduction:
The human genome harbors 481 ultraconserved elements (UCEs), DNA sequences of ≥200 base pairs that are 100% identical across human, mouse, and rat genomes (1). This degree of constraint is extraordinary: it exceeds the conservation of protein-coding sequences and implies that even a single nucleotide substitution over ~80 million years of mammalian evolution has been selectively lethal. Yet despite two decades of study, no unifying biological function has been assigned to UCEs. The vast majority reside in non-coding regions, overlapping enhancers or gene bodies of RNA-processing factors, and targeted deletions of individual UCEs in mice produced no overt phenotype in early studies (2–4), deepening rather than resolving the mystery of their extreme conservation.
A subset of UCEs, however, occupies a functionally compelling position: they span or embed poison exons (PEs) within transcripts encoding serine-arginine rich (SR) splicing factors, a family of ubiquitously expressed RNA-binding proteins (RBPs) that act as master regulators of alternative splicing (AS) and indispensable for embryonic development, tissue homeostasis, and cancer cell survival (5–13). PEs are non-coding exons whose inclusion introduces a premature termination codon (PTC), triggering transcript degradation via nonsense-mediated decay (NMD). Through this coupled alternative splicing-NMD (AS-NMD) mechanism, SR proteins autoregulate their own expression and cross-regulate one another, maintaining precise splicing-factor stoichiometry across cell types and developmental states (8, 9, 14–17). Strikingly, the PE-containing UCEs in SR protein transcripts can span >500 base pairs and display higher nucleotide-level conservation than flanking coding exons — a phylogenetic signal suggesting that these regulatory sequences are under more intense selection than surrounding protein-coding sequences.
This study focuses on two proto-typical SR proteins, SRSF3 and TRA2β, both of which are ubiquitously expressed yet functionally non-redundant, with distinct and context-specific roles in development and disease (18–22). SRSF3 is required for cardiac and hepatic development, metabolic homeostasis, and pluripotency — including nuclear export of NANOG mRNA and AS regulation of pluripotency-associated genes (18, 23–31). TRA2β regulates somite and brain development, and neuronal function (32–34). Disruption of either protein has broad pathological consequences: reduced SRSF3 expression drives insulin resistance and liver disease, while TRA2β dysregulation is linked to neurodegeneration and obesity (5, 26, 28, 35). Additionally, both SRSF3 and TRA2β function as oncoproteins — elevated in lung, breast, ovarian, gastric, bladder, colon, hepatocellular, and head and neck cancers — where their overexpression promotes transformation and metastasis, and their depletion impairs proliferation (6, 11, 36–40). Recent work, including from our group, demonstrates that SRSF3-PE and TRA2β-PE inclusion is dynamically regulated during differentiation and disease including cancer, cardiac disorders, and immune activation, and that reduced PE inclusion correlates with worse patient outcomes in multiple cancer types — establishing PE-mediated AS-NMD as a functionally relevant regulatory axis (7–9, 13, 17, 24, 35). However, despite drastic phenotypes in tissue maintenance and disease states when PE splicing becomes disrupted, as well as contributions of their parent SR protein to differentiation and development, little is known about how these PEs contribute to stem cell physiology and early organism development.
Here, we demonstrate that homozygote deletions of SRSF3-PE and TRA2β-PE are selected against in mouse zygotes and human iPSCs, and that PEs are required for iPSC viability but dispensable in post-mitotic neurons. PE deletion triggers transcriptomic and splicing dysregulation, disrupts SF cross-regulatory networks, and impairs splicing of mitosis-associated genes, culminating in mitotic failure in proliferating cells, revealing ultraconserved poison exons as essential guardians of stem cell identity and developmental integrity.
Results
Homozygous deletion of ultraconserved poison exons are selected against in mouse embryos and human iPSCs
To investigate the role of ultraconserved PEs in mammalian development and pluripotent cells, we first chose to model PE loss through genomic deletion of the PE and flanking ultraconserved intronic sequences, without broader gene disruption. This approach is mechanistically distinct from full gene knockout models of Srsf3 or Tra2β, which abolish protein-coding transcript expression and SR protein production and are associated with embryonic lethality in mice (19, 22). PE-specific deletion has the opposite molecular consequence: by removing the non-coding PE-containing transcript while leaving the protein-coding isoform intact, it abrogates AS-NMD-mediated degradation and is predicted to increase, rather than decrease, SR protein levels. We therefore used CRISPR/Cas9-mediated PE deletion in two independent model systems to test its impact on normal development and stem cell viability.
First, we electroporated paired-guide RNAs (pgRNAs) flanking the ultraconserved Srsf3 or Tra2β regions along with Cas9 protein into mouse zygotes, which were cultured to the blastocyst stage or immediately transferred into donor mice for gestation to embryonic day 18.5 (E18.5), using protocols optimized by the Knockout Mouse Phenotyping Project and the International Mouse Phenotyping Consortium which routinely yield high biallelic rates at neutral loci (41–44) (Fig. S1A). Next, PE deletion was quantified by droplet digital PCR across blastocysts and day 18.5 (E18.5) embryos (Fig.S1B). Of the 101 blastocysts and embryos genotyped for Srsf3-PE and 82 for Tra2β-PE, only 3 and 2, respectively, harbored full homozygous deletions, far below the ~50% biallelic deletion efficiency expected for non-essential loci using this approach (45). The predominance of heterozygous and mosaic embryos suggests that homozygous loss of these ultraconserved regions is under strong negative selection during early mouse embryogenesis.
To test whether this essentiality extends to a human model system, we delivered Cas9 mRNA along with pgRNAs targeting the SRSF3-PE or TRA2β-PE and ultraconserved regions into KOLF2.1J human iPSCs (Fig.1A–B). In parallel, to isolate the effect of PE skipping from that of a deletion at the genomic locus, we introduced point mutations inactivating the 3' splice site (3'SS) of each PE (Fig.1B). Among 139 SRSF3 and 144 TRA2β iPSC clones screened for genomic PE deletions, no viable homozygous clones were recovered (Fig.1C). For the 3'SS point mutations, no viable homozygous clones were recovered for TRA2β-PE-3’SSmut/WT but we obtained 19 viable homozygous SRSF3-PE-3’SSmut/mut clones (Fig.1C). Interestingly, RT-PCR of SRSF3-PE splicing in these clones revealed a smaller band and Sanger sequencing confirmed utilization of a cryptic alternative 3'SS located 43 bp downstream of the mutated canonical site, re-creating a structurally distinct, but functionally identical PE (Fig.1C; Fig.S1C-D). This spontaneous 3'SS rescue indicates that iPSCs are not only unable to tolerate PE loss, but actively select against it at the sequence level, preserving the PE inclusion mechanism even when the canonical splice site is destroyed. Together, these data establish that biallelic loss of SRSF3-PE or TRA2β-PE is strongly disadvantaged in both mouse embryos and human iPSCs, implying an essential function at the earliest stages of mammalian development.
Figure 1: SRSF3-PE and TRA2β-PE are essential for human iPSC viability.
(A) Human SRSF3 and TRA2β gene structures showing conservation tracks and highlighting ultraconserved regions (UCR).
(B,C) Schematic of the CRISPR/Cas9 approach to delete SRSF3-PE or TRA2β-PE using paired gRNAs (pgRNAs) (left), or to mutate and abolish the PE 3’SS using a single gRNA with a repair template (right) (B). Genotype frequency of isolated viable KOLF2.1J human iPSCs clones with stable PE deletion or 3’SS mutations (C). Total number of viable genotyped clones is indicated on top.
(D,E) Conditional PE knockout model (PEcKO) in CreERT2 human iPSCs, in which addition of tamoxifen (TAM) triggers nuclear CreERT2 localization, recombination of LoxP sites flanking the PE sequences of SRSF3 or TRA2β, and homozygous PE deletion (D). Genotyping of SRSF3 or TRA2β loci in wild-type (WT), SRSF3-PEcKO, and TRA2β-PEcKO KOLF2.1J-CreERT2 iPSCs treated with (+) or without (−) TAM using primers located on each side of the PE (n=3 independent clones) (E).
(F) PE splicing in WT, SRSF3-PEcKO, and TRA2β-PEcKO KOLF2.1J-CreERT2 iPSCs treated with TAM for indicated time points is measured using semi-quantitative RT-PCR using primers that amplify the included and skipped isoforms, quantified as percent spliced-in (PSI). Cells are treated with cycloheximide (+CHX) for 6h prior to collection to stabilize NMD-sensitive PE-containing transcripts. Representative images are shown along with quantification (n=3 independent clones, mean±SD; two-way ANNOVA with Tukey’s post-hoc adjustment).
(G) Cell viability of WT, SRSF3-PEcKO, and TRA2β-PEcKO KOLF2.1J-CreERT2 iPSCs with (+) or without (−) TAM for indicated time points is assessed using cell titer glow assay and normalized to day 1 (n=3 independent clones, mean±SD; two-way ANNOVA with Tukey’s post-hoc adjustment; P-values untreated to TAM by genotype).
(H) Cell death in WT, SRSF3-PEcKO, and TRA2β-PEcKO KOLF2.1J-CreERT2 iPSCs with (+) or without (−) TAM for 96h is assessed by measuring caspase-3/7 positive cells and stained with propidium iodide (PI). Nuclei are co-stained with Hoechst. Scale bar: 200μm.
Conditional deletion of SRSF3-PE or TRA2β-PE is lethal in human iPSCs
Because homozygous PE deletions were not recovered by standard CRISPR editing, we developed iPSC lines with an inducible Cre/loxP conditional knockout (cKO) system to achieve controlled, temporally defined PE deletion. LoxP sites were inserted flanking the ultraconserved regions of SRSF3 or TRA2β (encompassing the PE and ~100–200 bp of conserved flanking intronic sequence) in KOLF2.1J iPSCs stably expressing a tamoxifen (TAM)-regulated Cre recombinase-estrogen receptor fusion (CreERT2) from a safe harbor locus (46), generating SRSF3-PEcKO and TRA2β-PEcKO lines. At baseline, CreERT2 is cytoplasmic and inactive; TAM addition drives nuclear translocation and loxP-mediated excision of the PEs (Fig.1D–E).
TAM treatment produced rapid, complete PE deletion, leading to loss of both PE allele and full loss of PE inclusion at the RNA level within 24 hours in three independent SRSF3-PEcKO or TRA2β-PEcKO clones, with no effect in wild-type (WT) controls (Fig.1E–F). PE deletion was accompanied by a 2- to 3.5-fold increase in SRSF3 and TRA2β protein levels within 48 hours (Fig.2B), consistent with loss of AS-NMD-mediated autoregulation. Critically, TAM-treated SRSF3-PEcKO or TRA2β-PEcKO iPSCs underwent progressive cell death within 3–6 days; viable cultures with stable biallelic PE deletions could not be maintained beyond this window (Fig.1G). Cell death was attributable to apoptosis, as evidenced by caspase-3/7 activation and propidium iodide stain in PE-deleted but not WT TAM-treated iPSCs (Fig.1H). These phenotypes were independently replicated in the WTC11 iPSC line (Fig.S2), confirming that PE essentiality is not a clone- or line-specific artifact but likely a general property of human pluripotent cells.
Figure 2: SRSF3-PE and TRA2β-PE deletions induce changes in iPSC splicing programs.
(A) RNA-sequencing is performed on WT, SRSF3-PEcKO, and TRA2β-PEcKO CreERT2 iPSCs with (+) or without (−) TAM for 48h prior to collection and is used for differential gene expression and splicing analysis.
(B) PE splicing and protein expression in WT, SRSF3-PEcKO, and TRA2β-PEcKO KOLF2.1J-CreERT2 iPSCs with (+) or without (−) TAM for 48h. PE splicing is measured by semi-quantitative RT-PCR using primers that amplify the included and skipped isoforms, and quantified as percent spliced-in (PSI). Cells are treated with mock or cycloheximide (+CHX) for 6h prior to collection to stabilize NMD-sensitive PE-containing transcripts. Protein expression is measured by Western blot, normalized to GAPDH loading control, and shown as fold change (FC) from +TAM to −TAM. Representative images are shown along with quantification (n=3, mean±SD; t-test +TAM to −TAM; *P<0.05, **P<0.01, ***P<0.001, ****P<0.0001).
(C,D) Number of significant differential AS events (|ΔPSI+TAM vs. −TAM |>10%, FDR<0.05) in WT, SRSF3-PEcKO, or TRA2β-PEcKO KOLF2.1J-CreERT2 (top) or WTC11-CreERT2 (bottom) iPSCs (n=3 per genotype and treatment) showing event type categories (A3SS: Alternative 3’ splice site; A5SS: Alternative 5’ splice site; CA: Cassette alternative exon; MXE: Mutually exclusive exons; RI: Retained introns) (C). ΔPSI distribution of significant AS events in SRSF3-PEcKO and TRA2β-PEcKO KOLF2.1J-CreERT2 (top) or WTC11-CreERT2 (bottom) iPSCs (D). TAM-induced AS events from +TAM WT iPSCs are removed from further analysis.
(E) Significant differential AS events (|ΔPSI+TAM vs. −TAM |>10%, FDR<0.05) overlapping across both cell lines (KOLF2.1J-CreERT2 and WTC11-CreERT2) and both genotypes (SRSF3-PEcKO and TRA2β-PEcKO) are grouped by more skipped across conditions, more included across all conditions, or divergent between genotypes. Gene enrichment analysis using GO biological processes was performed on spliced genes from each group.
(F-H) A pgRNA CRISPR screen is used to delete shared skipped cassette exons from (E) and assay their impact on cell fitness in iCas9-WTC11 iPSCs (F). Ranking of pgRNAs from the screen including positive controls (grey) and tested exons (blue), with significant hits highlighted (−Log2FC>1.2, Padj<0.05) (G). Gene enrichment analysis using Reactome was performed using the top significant hits (H).
(I) Splicing in a cassette exon in CLASP1 shown as schematic (top) is detected by RNA-seq data (middle panel) and validated by RT-PCR with primers that amplify the skipped and included isoforms (bottom panel) in KOLF2.1J-CreERT2 and WTC11-CreERT2 iPSCs (n=3 per genotype and treatment; mean±SD; ****P<0.0001, ***P<0.001, **P<0.01, ns – non-significant; two-tailed unpaired t-test). Computationally predicted functional consequences of included or skipped isoforms are indicated.
(J) Splicing of the CLASP1 cassette exon is measured by RT-PCR with primers that amplify the skipped and included isoforms in iCas9-WTC11 iPSCs expressing pgRNAs targeting the CLASP1 cassette exon with (+) and without (−) DOX (n=3; mean±SD; ****P<0.0001 two-tailed unpaired t-test).
(K,L) Relative cell numbers in iCas9-WTC11 iPSCs expressing pgRNAs targeting the CLASP1 cassette exon, or HNRNPL as a positive control, or AAVS as negative control at indicated timepoints following Cas9 activation (n=3; mean±SD; ***P 0.001, two-way ANNOVA with Tukey correction to pgAAVS) (K). Representative phase contrast images showing the morphology of iPSCs cells from (k) at indicated timepoints following Cas9 activation (L).
PE deletions compromise iPSC fitness and early progenitor viability without biasing lineage specification
To determine whether PE essentiality extends beyond the pluripotent state to actively cycling progenitors, and whether PE deletion influences early lineage specification, we next examined how PE deletion affects early differentiation capacity. To test whether PE deletion biases lineage commitment, we cultured WT, SRSF3-PEcKO and TRA2β-PEcKO iPSC in non-conditioned media permitting spontaneous differentiation, with staining for iPSC and early lineage markers at days 5 and 7 post-TAM (Fig.S3A). Despite baseline variability in spontaneous differentiation efficiency among clones, TAM treatment did not induce differentiation or skew cells toward any germ layer but did produce a marked reduction in cell viability for SRSF3-PEcKO and TRA2β-PEcKO, but not WT lines across all conditions (Fig.S3A). This confirms that PE-deletion lethality is not an artifact of stem cell maintenance media and extends to actively cycling progenitor and transitional cell states. Consistent with this, PE-deleted and OCTA4A+ iPSCs displayed pronounced abnormalities in nuclear morphology, including a ~2-fold increase in nuclear area with significant asymmetry, marked by reduced nuclear roundness and width-to-length ratio (Fig. S3B-C), phenotypes potentially linked to defects in genome segregation during mitosis.
Similarly, when PE deletions were induced on day 1 of directed differentiation toward neuroectodermal, mesodermal, or endodermal progenitors using lineage-specific preconditioned media, TAM-treated PEcKO, but no WT, cells showed a global decrease in total cell number across all three lineage conditions (Fig.S3D), consistent with the proliferative lethality described above. In this setting, we did observe differences in early lineage differentiation, primarily a reduction in SOX17+ endoderm progenitors in both SRSF3-PEcKO and TRA2β-PEcKO lines, and reduction in SOX1+ neuroectoderm cells in SRSF3-PEcKO lines. Brachyury+ mesoderm progenitors were not different between treatment conditions (Fig.S3D), overall, suggesting that PE deletion does not completely eliminate lineage differentiation potential, but may influence differentiation efficiency and the proliferative capacity and viability of iPSCs and early progenitor cells.
PE deletions trigger convergent, widespread splicing dysregulation and disrupt splicing-factor cross-regulatory networks in iPSCs
Having established that PE deletion is lethal across pluripotent and early progenitor states, we next sought to define the molecular basis of this requirement by characterizing the transcriptomic and splicing consequences of PE loss in iPSCs. We performed high-depth RNA-sequencing (RNA-seq) in WT, SRSF3-PEcKO, and TRA2β-PEcKO KOLF2.1J and WTC11 iPSC lines at 48 hours post-TAM, a timepoint at which PE deletion is complete and protein upregulation is established, but before apoptotic cell death dominates the culture (Fig.2A–B; Fig.S2). TAM treatment of WT iPSCs resulted in fewer than 50 differentially expressed genes (DEGs, |Log2FC|>1, Padj<0.05) and minimal splicing changes, confirming that TAM itself does not substantially perturb the transcriptome (Fig.2C–D; Fig.S4A; Tables S1–2).
PE deletion produced extensive transcriptomic reorganization in both genotypes, with effects detectable across both broadly expressed and pluripotency-associated gene sets. SRSF3-PEcKO iPSCs exhibited 246 and 651 upregulated and 406 and 825 downregulated genes in KOLF2.1J and WTC11, respectively; while TRA2β-PEcKO iPSCs showed 650 and 710 upregulated and 1,499 and 2,229 downregulated genes (Fig.S4A-B; Table S1). To assess whether PE deletion affects the pluripotent transcriptional state, we examined a curated 12 marker genes signature derived from well-established stem cell consortia studies that monitor the activation of the core transcriptional network and the suppression of differentiation-associated pathways (47, 48). While several of these genes exhibited significant differential expression, none were overtly up- or down-regulated (|Log2FC|>1). Additionally, only three exhibited AS changes upon TAM treatment in at least one cell line and genotype (Fig.S4C). This suggests a modest perturbation of the pluripotent transcriptional state rather than a directed differentiation response. We next investigated the splicing response using rMATS to quantify event-level splicing with a “Percent Spliced-In” (PSI) value for each AS event (8–10, 49), identifying 6,771 and 12,870 TAM-induced significant AS events in SRSF3-PEcKO and TRA2β-PEcKO KOLF2.1J iPSCs, and 8,785 and 12,687 events in the corresponding WTC11 lines (Fig.2C–D; Table S2). Splicing profiles of TAM-treated PEcKO iPSCs were clearly separated from untreated controls and from each other by principal component analysis, indicating that SRSF3 and TRA2β regulate largely distinct, though partially overlapping, splicing programs (Fig.S5A). Across both cell lines and genotypes, ~75% of significant AS events were computationally predicted to alter known amino acid composition, disrupt known protein domains, or introduce premature termination codons that target the transcript for NMD, suggesting broad functional impact of PE deletions on the iPSC proteome (Fig.S5B).
The most informative finding within this dataset is the degree of cross-genotype and cross-line convergence. Of all AS events, 3,725 were shared in SRSF3-PEcKO KOLF2.1J and WTC11, and 6,808 between TRA2β-PEcKO KOLF2.1J and WTC11 — all regulated in the same direction, identifying a cell-line-agnostic splicing response for each factor (Fig.S5C; Table S2). Critically, 2,326 and 2,965 AS events were shared between SRSF3-PEcKO and TRA2β-PEcKO within KOLF2.1J and WTC11 lines, respectively (Padj<0.001) (Fig.S5D; Table S2). Of these shared events, approximately two-thirds were regulated concordantly; the remaining third were regulated in opposing directions, indicating that SRSF3 and TRA2β act as both cooperative and antagonistic regulators at a subset of shared targets.
Intersecting all four conditions (both genotypes, both lines) identified 1,114 high-confidence shared AS events (Fig. 2E; Table S3). Among these, 342 were shared and skipped, enriched in genes governing embryonic and organismal development; 355 were shared and included, enriched in microtubule-based processes and DNA repair; and 417 showed opposing directionality between genotypes, enriched in membraneless organelle assembly and RNA processing (Fig.2E; Table S3). Gene ontology enrichment of spliced genes across all four conditions independently converged on DNA repair, mitosis, and microtubule organization as top pathways (Fig.S5E; Table S2). We validated representative AS events by RT-PCR in both iPSC lines, including splicing changes in histone regulators (ARID1B, BRD8, EZH2, SIRT1, PRDM5), RNA splicing factors (RBM39, ESRP1), DNA damage response factors (ATR) and pluripotency regulators (TCF3, ESRP1) (Fig.S6). Notably, both genotypes exhibited decreased intron retention in the 3'UTR of TCF3, a transcriptional repressor of self-renewal (50–52), and opposing cassette exon changes in ESRP1, a critical regulator of OCT4, NANOG, and SOX2 (53, 54) (Fig.S6), suggesting that while core pluripotency factors were not significantly changing (Fig.S4C), PE-deletion was impacting accessory regulators of pluripotency.
To distinguish direct splicing effects from those propagated through altered levels of other SFs, we mapped experimentally-derived SRSF3 and TRA2β binding motifs (55–57) across all significant cassette exon AS events, using a set of non-significant events as background to predict motif enrichment. SRSF3 motifs were enriched within exons showing increased inclusion in SRSF3-PEcKO iPSCs, and TRA2β motifs within those showing increased inclusion in TRA2β-PEcKO iPSCs (Fig.S7A-B), consistent with the established role of both factors as activators of exon inclusion (5, 58), and confirming a direct component to the splicing response.
Beyond direct effects, PE deletion disrupted the broader splicing factor regulatory network. Among 369 RNA-binding proteins (RBPs) surveyed, including SR proteins, hnRNPs, and spliceosome components, 104 were differentially expressed and 229 AS events were differentially spliced across datasets, with only 16 DEGs and 42 AS events shared across both genotypes and both lines (Fig.S7C-E; Table S4). The limited overlap between differentially expressed and differentially spliced RBPs indicates that transcriptional and post-transcriptional cross-regulation operate in parallel rather than in series. Among validated cross-regulatory events, TRA2β-PEcKO induced 100% inclusion of the TRA2α-PE, correlating with ~90% reduction in TRA2α protein (Fig.S7F), a cross-regulatory relationship previously described in somatic cell types (8, 9, 58). Overall, PE deletions in SRSF3 and TRA2β each triggered distinct downstream RBP changes indicating that while both PEs feed into shared splicing programs, they do so through non-identical regulatory hierarchies.
A CRISPR exon-deletion screen identifies mitotic regulators as functional drivers of PE-deletion lethality
The convergence of 1,114 shared AS events across both genotypes and iPSC lines raised the question of which specific splicing changes drive cell death, as opposed to reflecting downstream transcriptomic noise. Here, we focused on skipped exons because their deletion can be modeled efficiently using paired guide RNAs (pgRNAs) targeting individual exons (13), enabling high-throughput functional interrogation, an approach that is not directly applicable to included exons or more complex AS event types. We designed a pooled pgRNAs CRISPR screen targeting 274 shared cassette exons that were skipped in both SRSF3-PEcKO and TRA2β-PEcKO (Fig.2F). Each exon was targeted with 9 pgRNAs, yielding a library of ~2,186 pgRNAs, including 75 non-targeting controls and 153 positive controls targeting known essential exons for 17 different proteins. The screen was conducted in doxycycline-inducible Cas9 (iCas9) WTC11 iPSCs across four independent replicates, with pgRNA representation quantified by deep sequencing at day 0 and day 20 (Fig.2F; Fig.S8A-C). pgRNA representation at day 0 correlated strongly with the input plasmid pool (r2>0.9), and replicate concordance was high at all timepoints (Fig.S8C).
As expected, pgRNAs targeting essential genes were significantly depleted by day 20, while the majority of candidate exon deletions had no measurable effect on iPSC fitness (Fig.2G; Fig.S8D-E). Applying cutoffs designed to ensure high sensitivity while capturing all positive control targets (log2FC<−1.2 and Padj<0.05), the screen identified 19 cassette exon deletions that significantly reduced cell fitness (Fig.2G; Table S5). Top-ranking fitness hits were enriched in genes regulating cell cycle progression and the G2/M transition (Fig.2H; Table S5), consistent with a role for SRSF3- and TRA2β-regulated splicing of mitotic genes as a functional contributor to iPSC lethality.
The highest-confidence individual hit in this category was a cassette exon in CLASP1 (cytoplasmic linker-associated protein 1), a core component of the mitotic spindle apparatus required for kinetochore–microtubule attachment and chromosome alignment (59–61). RT-PCR confirmed that CLASP1 exon inclusion decreases in TAM-treated SRSF3-PEcKO and TRA2β-PEcKO iPSCs (Fig.2I); as this exon is present in a non-canonical isoform, its skipping is predicted to shift expression toward the canonical full-length CLASP1 protein. Validations using individual two pgRNAs confirmed efficient exon deletion and a reproducible reduction in iPSC fitness (Fig.2J–L; Fig.S8F), supporting CLASP1 exon skipping as a functional contributor to the PE-deletion phenotype. Consistent with a functional consequence of this isoform switch, AlphaFold structural modeling predicts differences in the three-dimensional conformation of CLASP1 protein between the exon-included and exon-skipped isoforms (Fig.S8G). Additional screen hits included cassette exons in SPATS2, an RBP linked to cell-cycle regulation and cancer progression (62); PHYKPL, a nuclear-encoded mitochondrial metabolic gene, and APBB2, an adaptor protein at the intersection of APP signaling, neurodegeneration, and cell cycle control (63), all of which showed concordant splicing changes in both PEcKO genotypes (Fig.S8H).
PE deletions induce mitotic spindle defects across a shared program of cell-cycle-associated splicing changes
Beyond CLASP1, our transcriptomic analysis identified 31 additional significant AS events across 21 mitosis-associated genes shared between TAM-treated SRSF3-PEcKO and TRA2β-PEcKO iPSCs in both KOLF2.1J and WTC11 lines (Fig.3A; Table S6). These genes span three functional modules of mitotic fidelity: i) pre-mitotic genome integrity and checkpoint control (DBF4B, TAF2, RNASEH2B, BABAM2, PLK3, CDC14B); ii) centrosome duplication, spindle assembly, and chromosome alignment (STIL, OFD1, NDE1, TACC1, TACC2, EML1, CLASP1, ZNF207, CENPE, BIRC5); and iii) cytokinesis and post-mitotic architecture (KIF23, BIRC5, DNM2, GOLGA2, NUP62). The convergence of splicing dysregulation across all three modules suggests a broad impairment of mitotic fidelity rather than disruption of a single pathway.
Figure 3: SRSF3-PE and TRA2β-PE deletions causes abnormal splicing of mitosis-related transcripts and induces abnormalities in iPSC mitosis.
(A) Significant differential AS events (|ΔPSI+TAM vs. −TAM |>10%, FDR<0.05) in mitosis-related genes overlapping across both cell lines (KOLF2.1J-CreERT2 and WTC11-CreERT2) and both genotypes (SRSF3-PEcKO and TRA2β-PEcKO) are grouped by more skipped across conditions, more included across all conditions, or divergent between genotypes.
(B) Examples of spliced mitosis related genes shown as schematic (top) is detected by RNA-seq data (middle panel) and validated by RT-PCR with primers that amplify the skipped and included isoforms (bottom panel) in KOLF2.1J-CreERT2 and WTC11-CreERT2 iPSCs (n=3 per genotype and treatment; mean±SD; ****P<0.0001, ***P<0.001, **P<0.01, ns – non-significant; two-tailed unpaired t-test). AS event types and computationally predicted functional consequences of included or skipped isoforms are indicated.
(C,D) Representative images of mitosis defects in TAM-treated TRA2β-PEcKO KOLF2.1J iPSCs detected using immunofluorescence with tubulin as a microtubule marker and Hoechst as a DNA marker (C). Normal mitoses and mitotic defects were quantified in WT, SRSF3-PEcKO, and TRA2β-PEcKO KOLF2.1J iPSCs at 48h following TAM treatment (D). Cells were treated with nocodazole for 12h, followed by withdrawal for 2h prior to fixation, in order to enrich for cells actively undergoing mitosis. Mitoses morphology is represented as proportion of normal mitoses, monopolar spindles, lagging chromosomes, metaphase misalignment, and asymmetric spindles compared to total mitoses (n=3 per genotype and treatment with average of 36 mitotic cells analyzed per replicate; mean±SD; ****P<0.0001, ***P<0.001, **P<0.01, *P<0.05, ns – non-significant; two-tailed unpaired t-test).
Of the 32 total shared AS events, 20 were regulated in the same direction across all four conditions, including CLASP1 and four additional cassette exons that were either screened but did not significantly decrease cell fitness, or were not amenable to pgRNA targeting. The remaining 12 shared events were regulated in opposing directions between SRSF3-PEcKO and TRA2β-PEcKO. For example, a CENPE cassette exon showed increased inclusion upon both PE deletions (Fig.3B). Conversely, SRSF3-PE deletion promoted increased alternative 5'SS usage in PLK3, whereas TRA2β-PE deletion produced the opposite pattern (Fig.3B). These bidirectional effects are consistent with the known antagonistic activities of SRSF3 and TRA2β at shared targets and suggest that the net functional outcome at individual mitotic genes depends on the relative stoichiometry of both factors.
To determine whether these splicing alterations produce measurable mitotic defects, we quantified mitotic abnormalities in WT, SRSF3-PEcKO, and TRA2β-PEcKO KOLF2.1J iPSCs at 48 hours post-TAM, following a 12-hour nocodazole synchronization and release to enrich for actively dividing cells. (Fig.3C–D). Mitotic states were classified by immunofluorescence as normal or defective based on microtubule spindle and chromosome morphology and expressed as a proportion of total mitoses (Fig.3C). Both SRSF3-PEcKO and TRA2β-PEcKO cells showed a significant increase in abnormal mitoses relative to TAM-treated WT and untreated controls, with elevated frequencies of monopolar spindles, lagging chromosomes, and metaphase misalignment (Fig.3D). These mitotic phenotypes directly parallel the functional categories of splicing-dysregulated genes identified above, supporting a model in which convergent PE-dependent splicing programs are required to maintain the fidelity of cell division in proliferating stem cells.
TRA2β-PE deletion is tolerated in post-mitotic neurons, revealing a proliferation-dependent requirement
The mitotic specificity of these defects raised a fundamental question: whether PE essentiality is a general property of all cell types or restricted to actively dividing cells. Given the well-established role of TRA2β in brain development (32, 33), we asked whether post-mitotic neurons could tolerate TRA2β-PE deletion. We induced TRA2β-PE deletion in fully differentiated post-mitotic neurons generated from KOLF2.1J iPSCs via doxycycline-inducible NEUROG2 (iNGN2) overexpression, a protocol that produces mature excitatory neurons within 30 days (64). TAM was administered at day 10 of differentiation to avoid early progenitor death (Fig.4A). TRA2β-PE deletion was confirmed at both RNA and protein levels, with complete loss of PE inclusion and a ~2.5-fold increase in TRA2β protein (Fig.4B). In contrast to iPSCs, PE deletion was well tolerated: TAM-treated TRA2β-PEcKO neurons maintained normal morphology and expressed neuronal markers (NeuN and MAP2) at levels comparable to untreated and WT controls (Fig.4C–D; Fig.S9A). No KI67+ proliferative progenitors were detected under standard mitotic inhibitor conditions in either genotype (Fig.S9A), consistent with a fully post-mitotic culture.
Figure 4: TRA2β-PE deletion is tolerated in mature post-mitotic cell types.
(A) Schematic of the KOLF2.1J-iNGN2 iPSCs neuronal differentiation protocol. DOX treatment induces NGN2 expression, while TAM treatment induces PE deletion.
(B) PE splicing and protein expression in WT, and TRA2β-PEcKO KOLF2.1J iNGN2 CreERT2 iPSC-derived neurons at d31 with (+) or without (−) TAM. PE splicing is measured by semi-quantitative RT-PCR using primers that amplify the included and skipped isoforms, and quantified as percent spliced-in (PSI). Protein expression is measured by Western blot, normalized to Actin loading control, and shown as fold change (FC) from +TAM to −TAM. Representative images are shown along with quantification (n=3, mean±SD; t-test +TAM to −TAM; *P<0.05, **P<0.01, ***P<0.001, ****P<0.0001).
(C) WT and TRA2β-PEcKO iNGN2 CreERT2 iPSC-derived neurons were stained at day 31 for neuronal markers (NeuN and β3-tubulin) and counterstained with Hoechst. Neuronal cell proportion is estimated as the percentage of NeuN+ cells (n=3, mean±SD; t-test +TAM to −TAM; *P<0.05, ns: not-significant).
(D) WT and TRA2β-PEcKO iPSC-derived neurons differentiated without a mitotic inhibitor were stained at day 31 for the neuronal markers NeuN and β3-tubulin, progenitor proliferative marker Ki67, and counterstained with Hoechst. Neuronal cell proportion (NeuN+) and proliferative cell proportions (Ki67+) are quantified and shown as fold change to −TAM (n=3, mean±SD; t-test +TAM to −TAM; *P<0.05, ns: not-significant).
(E) Number of significant differential AS events (|ΔPSI+TAM vs. −TAM |>10%, FDR<0.05) in WT or TRA2β-PEcKO KOLF2.1J-iNGN2 CreERT2 iPSC-derived neurons at d31 (n=3 per genotype and treatment) showing event type categories (A3SS: Alternative 3’ splice site; A5SS: Alternative 5’ splice site; CA: Cassette alternative exon; MXE: Mutually exclusive exons; RI: Retained introns) TAM-induced AS events from +TAM WT neurons are removed from further analysis.
(F,G) Number of unique and shared significant AS events (|ΔPSI+TAM vs. −TAM |>10%, FDR<0.05) between TRA2β-PEcKO KOLF2.1J iNGN2 CreERT2 iPSCs and iPSC-derived neurons (Padj<0.001; Chi-square with Monte-Carlo adjustment) (F). ΔPSI directionality of shared AS events is plotted on the right (same: ΔPSI<0 (blue) or ΔPSI>0 (red) in both cell lines; opposite: ΔPSI<0 in one cell line while ΔPSI>0 in the other). Gene enrichment analysis using GO biological processes and Reactome terms was performed on spliced genes unique to TRA2β-PEcKO iPSC, shared between iPSC and neurons, or unique to neurons, with shown top significantly enriched pathways at padj<0.05 (G).
(H) Graphical abstract: SR proteins SRSF3 and TRA2β control their own expression through ultraconserved PEs that trigger NMD and their deletion elevates SR protein levels. In proliferating iPSCs, PE deletion disrupts the splicing of mitotic regulators, causing spindle defects and apoptotic cell death, whereas in post-mitotic neurons PE deletion is well tolerated despite widespread splicing changes in genes regulating synaptic function.
To directly test whether the survival advantage in neurons reflects their post-mitotic state, we repeated the experiment after withdrawing mitotic inhibitors, allowing residual proliferative cells to persist. Under these conditions, TAM-induced TRA2β-PE deletion produced a drastic reduction in KI67+ cells and a corresponding 2- to 3-fold increase in proportion of NeuN+ neurons, with the strongest effect when TAM was administered on day 4 (Fig.4D). Increased cellular debris was evident by β-tubulin and Hoechst staining, consistent with selective death of cycling cells (Fig.4D). This establishes that TRA2β-PE is dispensable in NGN2-derived post-mitotic neurons but essential in proliferating cells within the same differentiation context.
Despite preserved viability, RNA-seq revealed that TRA2β-PEcKO neurons displayed a substantial transcriptomic response. TAM treatment of WT neurons produced minimal changes, while TRA2β-PE deleted neurons exhibited 931 upregulated and 793 downregulated genes (Fig.S9C; Table S7). Critically, both WT and PE-deleted neurons showed equivalent downregulation of iPSC markers and upregulation of mature neuronal markers (Fig.S9D), confirming successful and equivalent differentiation. Direct comparison of WT and TRA2β-PEcKO neurons revealed largely modest changes in known iPSC, pan-neuronal, and subtype-specific markers, with only LEFTY1 (an iPSC marker) and PNMT (a marker of adrenergic neurons) significantly altered (|log2FC|>1, Padj<0.05) (Fig.S9E), overall reflective of modest perturbation of neuronal identity that is distinct from the catastrophic transcriptomic disruption seen in iPSCs.
At the splicing level, PE-deleted neurons exhibited 6,649 AS events (Fig.4E; Table S8) of which ~80% are computationally predicted to alter known amino acid composition, disrupt known protein domains, or introduce premature termination codons that target the transcript for NMD — suggesting broad functional impact on the neuronal proteome (Fig.S9F). Of these 2,643 were shared with iPSCs and largely regulated in the same direction (Fig.4F). TRA2β binding motifs were enriched in differentially spliced cassette exons in neurons as in iPSCs (Fig.S10A), confirming direct regulatory continuity across cell types. As in iPSCs, TRA2β-PE deletion altered expression and splicing of other RBPs in neurons, though the breadth of cross-regulatory changes was markedly reduced compared to iPSCs (Fig.S10B-D; Table S9). In contrast to iPSCs, the vast majority of AS events in mitosis-related genes detected upon PE deletion in iPSCs were not significantly altered in neurons, consistent with the post-mitotic state of the iNGN2 culture (Fig.S9H). Instead, the AS events detected only in TRA2β-PE deleted neurons were enriched in genes involved in cilium assembly, cell projection, and synaptic plasticity (Fig.4G). Validated neuron-specific events converged on genes critical to excitatory synaptic function including: i) axonal output with an intron retention event in ANK3, which encodes Ankyrin-G, the master scaffold of the axon initial segment required for sodium channel clustering and action potential initiation (65); ii) presynaptic vesicle release with increased skipping of a cassette exon in RIMS2, which encodes a core active zone protein that tethers calcium channels to release sites and primes synaptic vesicles for exocytosis (66); iii) vesicle trafficking and recycling with increased inclusion of a cassette exon in DENND5A, a Rab-GEF predominantly expressed in neuronal tissues whose loss-of-function mutations cause epileptic encephalopathy (67); and iv) synaptic RNA regulation with increased cassette exon inclusion in FXR1, implicated in synapse homeostasis (68, 69) (Fig.S9G). The dissociation between extensive splicing changes and preserved viability in neurons underscores that splicing dysregulation is not sufficient for lethality, rather its link to a mitotic context is required. The neuron-specific splicing program controlled by TRA2β-PE instead points to a post-mitotic function in synaptic plasticity and neuronal architecture that warrants dedicated investigation.
Discussion
Poison exon-mediated AS-NMD has long been recognized as a homeostatic mechanism for controlling splicing factor expression, yet its biological necessity — when it matters, in which cell types, and through which downstream effectors — has remained poorly defined. The data presented here addresses these questions for two PEs embedded in ultraconserved genomic elements in SR protein genes. Homozygous deletion of SRSF3-PE or TRA2β-PE is selected against in mouse embryos and human iPSCs, indicating that PE-mediated dosage control is under strong selection pressure from the earliest stages of mammalian development. Conditional PE deletion in iPSCs causes apoptotic cell death while remaining tolerated in post-mitotic neurons, mapping PE essentiality to proliferative state rather than lineage identity. Together, these observations support a model in which precise SR protein dosage, enforced through PE-mediated AS-NMD, is required for the fidelity of mitotic splicing programs in proliferating stem cells.
The AS-NMD mechanism that couples PE inclusion to SR protein degradation has been established as a general autoregulatory feedback loop (7–9, 15, 16), but why this mechanism requires such extreme sequence conservation, and in which contexts its disruption is consequential, has been unknown. Our data suggests that PE-mediated dosage control is dispensable in post-mitotic cells, where transcriptomic demands on splicing fidelity are relatively static, but is acutely essential in proliferating cells, where a large and dynamic set of mitosis-associated AS events must be precisely coordinated across each cell cycle. Both too little SR protein, as occurs when PEs are aberrantly over-included, and too much, as occurs when PE deletion abrogates AS-NMD, are incompatible with normal division. This suggests a possible “goldilocks” model paralleled with cancer biology, where SRSF3 and TRA2β are elevated as oncoproteins and forced PE inclusion impairs tumor cell viability (8, 9, 13), and with our finding that PE deletion is equally lethal to actively cycling pluripotent and lineage progenitor cells.
Further evidence to this hypothesis comes from the recent demonstration that deletion of the ultraconserved Tra2b-PE in mice causes azoospermia through catastrophic cell death during meiotic prophase, driven by aberrant TRA2β accumulation (70). The parallel lethality of Tra2b-PE deletion in both meiotic and mitotic division, across independent biological systems, reinforces the conclusion that precise PE-mediated dosage control is a conserved and essential component of the cell division machinery. The discrepancy between that study's finding that early mitotically active spermatogonia are spared, and our finding of mitotic sensitivity in iPSCs, most likely reflects cell-type-specific differences in downstream TRA2β splicing targets rather than a fundamental mechanistic difference.
The identification of mitotic regulators as the primary functional targets of PE-controlled splicing connects to an emerging literature on the coordination between the splicing apparatus and cell division. SR proteins are known to dissociate from hyperphosphorylated mitotic chromosomes in an Aurora B kinase-dependent manner and reassociate during mitotic exit (71), further Aurora A directly phosphorylates SR proteins, including SRSF3, indirectly regulating AS of hundreds of cell-cycle genes (72). Our data extend this model: PE-dependent control of SRSF3 and TRA2β levels is required to maintain correct AS of a broad program of mitosis-associated genes, and its disruption is associated with spindle defects, lagging chromosomes, and metaphase misalignment. The CLASP1 AS event, a high-confidence functional hit in our CRISPR screen, provides one concrete molecular link between PE-controlled splicing and mitotic fidelity, though the overall lethality phenotype most likely reflects the cumulative disruption of multiple AS events rather than the consequence of any single isoform switch.
A notable complexity in our data is that, while SRSF3-PE and TRA2β-PE deletions produce convergent cellular phenotypes, their downstream splicing programs show both extensive overlap and systematic antagonism, and resolving how SRSF3 and TRA2β regulate overlapping but distinct and partially antagonistic mitotic splicing programs will be critical to understanding the full mechanistic picture. Approximately one-third of shared AS events are regulated in opposing directions at loci including CENPE, PLK3, and AURKB. This bidirectionality is consistent with known biochemical antagonism between splicing factors at overlapping binding sites (9, 10, 73, 74), and suggests that the net functional outcome at individual mitotic genes depends on the relative stoichiometry of both factors simultaneously.
The resolution of the UCE conservation paradox that emerges from this work is mechanistically distinct from prior explanations based on enhancer function or RNA structural constraints. UCE-embedded PEs are conserved because any sequence variation that alters PE splicing efficiency would perturb SR protein dosage sufficiently to compromise mitotic fidelity in proliferating cells. Unlike enhancers, which can tolerate compensatory mutations within their binding site sequences (4), the SRSF3-PE and TRA2β-PE regulatory elements do not appear to accommodate sequence drift without detriment to cell fitness. Consistent with this, systematic deletion mutagenesis and dCasRx scanning across the TRA2β-PE UCE demonstrated that every position within the element is required for normal PE splicing regulation, with no dispensable sequence windows detectable (9). The cryptic 3'SS rescue in homozygous SRSF3-PE-3'SSmut/mut iPSC clones further reinforces this constraint: when the canonical mechanism is destroyed, single human iPSC clones that survive homozygous disruption do so by regenerating PE function de novo, underscoring the irreplaceable nature of this regulatory axis.
Beyond stem cell biology, PE-mediated AS-NMD of SR proteins is dysregulated across a broad spectrum of human diseases. In cancer, SRSF3-PE and TRA2β-PE are preferentially skipped relative to normal tissue, enabling oncogenic SR protein overexpression; splice-switching ASOs restoring TRA2β-PE inclusion impair cancer cell viability and induce expression of a PE-containing lncRNA that sequesters nuclear proteins and amplifies anti-tumor effects in organoid and patient-derived xenograft models (8, 9). Additionally, recent work has described recurrent mutations in a subset of UCEs, including micro-RNA loci that are regulated by SRSF3, underscoring complex interactions between different types of UCEs in disease states (75). Beyond cancer, TRA2β-PE skipping gates TCR sensitivity and effector T cell expansion during antigen stimulation, while PE re-inclusion enables T cell survival as antigen wanes (7), and SR protein splicing dysregulation has been implicated in cardiac injury and neurodegeneration (5, 24, 27, 35, 76). PE-targeting strategies are mechanistically attractive precisely because tumor cells that have already downregulated PE inclusion are more sensitive to forced PE re-inclusion than normal cells in which PE is physiologically maintained (8, 9), an intrinsic tumor selectivity that the present study refines further. Because PE essentiality is mitotic-state-dependent, on-target toxicity in normal tissues is predicted to be concentrated in rapidly dividing progenitor compartments, while post-mitotic tissues are largely spared — providing a clear rationale for tumor-targeted delivery modalities such as tumor-selective ASO formulations or antibody-conjugated splice-switching oligonucleotides. The proliferation-dependence of PE essentiality is therefore not a barrier but an exploitable biological feature that aligns the most sensitive normal cell population with tissues amenable to sparing through targeted delivery.
A key question raised by these findings is whether other UCE-embedded PEs in splicing factors share this proliferative essentiality or whether the severity of PE loss is determined by the identity of the downstream splicing targets controlled by each factor. SRSF3 and TRA2β are not unique in harboring deeply conserved PEs as each SR protein gene encodes at least one ultraconserved or deeply conserved PE region, as well as other splicing factors including members of the hnRNP family (9, 15, 21, 77–81). However, not all conserved PE deletions produce equivalent phenotypes. Belleville et al. recently showed that deletion of a conserved PE in Smndc1, a non-SR splicing factor, causes pervasive mRNA processing alterations and a transient pre-weaning growth restriction that normalizes after weaning in mice, but not lethality (3). This contrast with the acute iPSC lethality we observe for SRSF3-PE and TRA2β-PE suggests that PE conservation reflects the importance of precise dosage control for each individual factor. Systematic conditional deletion of PEs across the SR protein family, using the framework established here, would directly test whether mitotic splicing vulnerability is a general property of SR protein PEs or a specific feature of SRSF3 and TRA2β biology. More broadly, several questions raised by the present work define the agenda for future investigation: the mechanistic basis for the asymmetric lineage sensitivity of progenitors to PE deletion; the relative quantitative contribution of individual mitotic AS events to iPSC lethality; and whether the diffuse transcriptomic changes in TRA2β-PE-deleted neurons, including splicing alterations at synaptic loci, phenotypically manifest under conditions of neuronal stress or aging. These questions position UCE-embedded PE splicing as a regulatory axis with broad implications for stem cell biology, development, and disease.
Acknowledgments
We thank all members of the Anczuków, Murray and Skarnes labs for helpful discussions and comments on the manuscript. We acknowledge assistance from Microscopy, Genome Editing, and Genome Technologies Sequencing Services at The Jackson Laboratory (JAX) supported in part by NCI grant P30CA034196. We also acknowledge the use of ChatGPT and Claude Code as assistive editing tools used to optimize code design and condense language during the editing process.
Funding:
We acknowledge funding from the National Institutes of Health R01GM138541 (OA), R01CA248317 (OA), P30CA034196 (OA), F30GM163345 (IW).
Footnotes
Competing interests: OA is a SAB member of NeoSplice, Akari Scientific, and EnteloBio. The authors declare no other competing interests.
Data, code and materials availability:
Our splicing analysis pipeline v2.0 (8–10) is available on Github (https://github.com/TheJacksonLaboratory/splicing-pipelines-nf). Raw sequencing files generated in this study will be deposited on GEO upon manuscript acceptance.
References
- 1.Bejerano G. et al. , Ultraconserved elements in the human genome. Science 304, 1321–1325 (2004). [DOI] [PubMed] [Google Scholar]
- 2.Ahituv N. et al. , Deletion of ultraconserved elements yields viable mice. PLoS Biol 5, e234 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Belleville A. E. et al. , An autoregulatory poison exon in Smndc1 is conserved across kingdoms and influences organism growth. PLoS Genet 20, e1011363 (2024). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Snetkova V. et al. , Ultraconserved enhancer function does not require perfect sequence conservation. Nat Genet 53, 521–528 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Long J. C., Caceres J. F., The SR protein family of splicing factors: master regulators of gene expression. Biochem J 417, 15–27 (2009). [DOI] [PubMed] [Google Scholar]
- 6.Bradley R. K., Anczukow O., RNA splicing dysregulation and the hallmarks of cancer. Nat Rev Cancer 23, 135–155 (2023). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Karginov T. A. et al. , Autoregulated splicing of TRA2beta programs T cell fate in response to antigen-receptor stimulation. Science 385, eadj1979 (2024). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Leclair N. K. et al. , Antisense oligonucleotide-mediated TRA2beta poison exon inclusion induces the expression of a lncRNA with anti-tumor effects. Nat Commun 16, 1670 (2025). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Leclair N. K. et al. , Poison Exon Splicing Regulates a Coordinated Network of SR Protein Expression during Differentiation and Tumorigenesis. Mol Cell 80, 648–665 e649 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Urbanski L. et al. , MYC regulates a pan-cancer network of co-expressed oncogenic splicing factors. Cell Rep 41, 111704 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Urbanski L. M., Leclair N., Anczukow O., Alternative-splicing defects in cancer: Splicing regulators and their downstream targets, guiding the way to novel cancer therapeutics. Wiley Interdiscip Rev RNA 9, e1476 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Baralle F. E., Giudice J., Alternative splicing as a regulator of development and tissue identity. Nat Rev Mol Cell Biol 18, 437–451 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Thomas J. D. et al. , RNA isoform screens uncover the essentiality and tumor-suppressor activity of ultraconserved poison exons. Nat Genet 52, 84–94 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Lareau L. F., Brenner S. E., Regulation of splicing factors by alternative splicing and NMD is conserved between kingdoms yet evolutionarily flexible. Mol Biol Evol 32, 1072–1079 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Lareau L. F., Inada M., Green R. E., Wengrod J. C., Brenner S. E., Unproductive splicing of SR genes associated with highly conserved and ultraconserved DNA elements. Nature 446, 926–929 (2007). [DOI] [PubMed] [Google Scholar]
- 16.Ni J. Z. et al. , Ultraconserved elements are associated with homeostatic control of splicing regulators by alternative splicing and nonsense-mediated decay. Genes Dev 21, 708–718 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Leclair N. K., Anczukow O., 'Poisoning' of the transcriptome by ultraconserved elements. Nat Rev Mol Cell Biol 23, 777 (2022). [Google Scholar]
- 18.Xu X. et al. , ASF/SF2-regulated CaMKIIdelta alternative splicing temporally reprograms excitation-contraction coupling in cardiac muscle. Cell 120, 59–72 (2005). [DOI] [PubMed] [Google Scholar]
- 19.Jumaa H., Wei G., Nielsen P. J., Blastocyst formation is blocked in mouse embryos lacking the splicing factor SRp20. Curr Biol 9, 899–902 (1999). [DOI] [PubMed] [Google Scholar]
- 20.Wang H. Y., Xu X., Ding J. H., Bermingham J. R. Jr., Fu X. D., SC35 plays a role in T cell development and alternative splicing of CD45. Mol Cell 7, 331–342 (2001). [DOI] [PubMed] [Google Scholar]
- 21.Grellscheid S. et al. , Identification of evolutionarily conserved exons as regulated targets for the splicing activator tra2beta in development. PLoS Genet 7, e1002390 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Mende Y. et al. , Deficiency of the splicing factor Sfrs10 results in early embryonic lethality in mice and has no impact on full-length SMN/Smn splicing. Hum Mol Genet 19, 2154–2167 (2010). [DOI] [PubMed] [Google Scholar]
- 23.Ding J. H. et al. , Dilated cardiomyopathy caused by tissue-specific ablation of SC35 in the heart. EMBO J 23, 885–896 (2004). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Ortiz-Sanchez P. et al. , Loss of SRSF3 in Cardiomyocytes Leads to Decapping of Contraction-Related mRNAs and Severe Systolic Dysfunction. Circ Res 125, 170–183 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Feng Y. et al. , SRp38 regulates alternative splicing and is required for Ca(2+) handling in the embryonic heart. Dev Cell 16, 528–538 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Sen S., Jumaa H., Webster N. J., Splicing factor SRSF3 is crucial for hepatocyte differentiation and metabolic function. Nat Commun 4, 1336 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Dumont A. A. et al. , Cardiomyocyte-specific Srsf3 deletion reveals a mitochondrial regulatory role. FASEB J 35, e21544 (2021). [DOI] [PubMed] [Google Scholar]
- 28.Kumar D. et al. , Degradation of splicing factor SRSF3 contributes to progressive liver disease. J Clin Invest 129, 4477–4491 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Ratnadiwakara M. et al. , SRSF3 promotes pluripotency through Nanog mRNA export and coordination of the pluripotency gene expression program. Elife 7, (2018). [Google Scholar]
- 30.Ohta S., Nishida E., Yamanaka S., Yamamoto T., Global splicing pattern reversion during somatic cell reprogramming. Cell Rep 5, 357–366 (2013). [DOI] [PubMed] [Google Scholar]
- 31.Wagner R. E., Frye M., Noncanonical functions of the serine-arginine-rich splicing factor (SR) family of proteins in development and disease. Bioessays 43, e2000242 (2021). [DOI] [PubMed] [Google Scholar]
- 32.Roberts J. M. et al. , Splicing factor TRA2B is required for neural progenitor survival. J Comp Neurol 522, 372–392 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Storbeck M. et al. , Neuronal-specific deficiency of the splicing factor Tra2b causes apoptosis in neurogenic areas of the developing mouse brain. PLoS One 9, e89020 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Dichmann D. S., Walentek P., Harland R. M., The alternative splicing regulator Tra2b is required for somitogenesis and regulates splicing of an inhibitory Wnt11b isoform. Cell Rep 10, 527–536 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Kaminska D. et al. , Regulation of alternative splicing in human obesity loci. Obesity (Silver Spring) 24, 2033–2037 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Dvinge H., Kim E., Abdel-Wahab O., Bradley R. K., RNA splicing factors as oncoproteins and tumour suppressors. Nat Rev Cancer 16, 413–430 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Jia R., Li C., McCoy J. P., Deng C. X., Zheng Z. M., SRp20 is a proto-oncogene critical for cell proliferation and tumor induction and maintenance. Int J Biol Sci 6, 806–826 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Iborra S. et al. , Alterations in expression pattern of splicing factors in epithelial ovarian cancer and its clinical impact. Int J Gynecol Cancer 23, 990–996 (2013). [DOI] [PubMed] [Google Scholar]
- 39.Peiqi L. et al. , Expression of SRSF3 is Correlated with Carcinogenesis and Progression of Oral Squamous Cell Carcinoma. Int J Med Sci 13, 533–539 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Park S. et al. , Differential Functions of Splicing Factors in Mammary Transformation and Breast Cancer Metastasis. Cell Rep 29, 2672–2688 e2677 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Birling M. C. et al. , A resource of targeted mutant mouse lines for 5,061 genes. Nat Genet 53, 416–419 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Dickinson M. E. et al. , High-throughput discovery of novel developmental phenotypes. Nature 537, 508–514 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Guimier A. et al. , MMP21 is mutated in human heterotaxy and is required for normal left-right asymmetry in vertebrates. Nat Genet 47, 1260–1263 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Wang L. et al. , TMEM161B modulates radial glial scaffolding in neocortical development. Proc Natl Acad Sci U S A 120, e2209983120 (2023). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Elrick H. et al. , Impact of essential genes on the success of genome editing experiments generating 3313 new genetically engineered mouse lines. Sci Rep 14, 22626 (2024). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Pantazis C. B. et al. , A reference human induced pluripotent stem cell line for large-scale collaborative studies. Cell Stem Cell 29, 1685–1702 e1622 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Boyer L. A. et al. , Core transcriptional regulatory circuitry in human embryonic stem cells. Cell 122, 947–956 (2005). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.International Stem Cell I. et al. , Characterization of human embryonic stem cell lines by the International Stem Cell Initiative. Nat Biotechnol 25, 803–816 (2007). [DOI] [PubMed] [Google Scholar]
- 49.Shen S. et al. , rMATS: robust and flexible detection of differential alternative splicing from replicate RNA-Seq data. Proc Natl Acad Sci U S A 111, E5593–5601 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Kalkan T. et al. , Complementary Activity of ETV5, RBPJ, and TCF3 Drives Formative Transition from Naive Pluripotency. Cell Stem Cell 24, 785–801 e787 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Ye S. et al. , Depletion of Tcf3 and Lef1 maintains mouse embryonic stem cell self-renewal. Biol Open 6, 511–517 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Malleshaiah M. et al. , Nac1 Coordinates a Sub-network of Pluripotency Factors to Regulate Embryonic Stem Cell Differentiation. Cell Rep 14, 1181–1194 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Ghosh A., Som A., RNA-Seq analysis reveals pluripotency-associated genes and their interaction networks in human embryonic stem cells. Comput Biol Chem 85, 107239 (2020). [DOI] [PubMed] [Google Scholar]
- 54.Fagoonee S. et al. , The RNA binding protein ESRP1 fine-tunes the expression of pluripotency-related factors in mouse embryonic stem cells. PLoS One 8, e72300 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Ray D. et al. , RNAcompete methodology and application to determine sequence preferences of unconventional RNA-binding proteins. Methods 118–119, 3–15 (2017). [Google Scholar]
- 56.Ray D. et al. , A compendium of RNA-binding motifs for decoding gene regulation. Nature 499, 172–177 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Paz I., Kosti I., Ares M. Jr., Cline M., Mandel-Gutfreund Y., RBPmap: a web server for mapping binding sites of RNA-binding proteins. Nucleic Acids Res 42, W361–367 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Best A. et al. , Tra2 protein biology and mechanisms of splicing control. Biochem Soc Trans 42, 1152–1158 (2014). [DOI] [PubMed] [Google Scholar]
- 59.Maiato H. et al. , Human CLASP1 is an outer kinetochore component that regulates spindle microtubule dynamics. Cell 113, 891–904 (2003). [DOI] [PubMed] [Google Scholar]
- 60.Pereira A. L. et al. , Mammalian CLASP1 and CLASP2 cooperate to ensure mitotic fidelity by regulating spindle and kinetochore function. Mol Biol Cell 17, 4526–4542 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Manning A. L. et al. , CLASP1, astrin and Kif2b form a molecular switch that regulates kinetochore-microtubule dynamics to promote mitotic progression and fidelity. EMBO J 29, 3531–3543 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Lin J., Yan J., Deng X. L., Wang C. S., Wang H. S., SPATS2 is correlated with cell cycle progression and immune cells infiltration in hepatocellular carcinoma. BMC Gastroenterol 23, 8 (2023). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Penna I. et al. , A novel snRNA-like transcript affects amyloidogenesis and cell cycle progression through perturbation of Fe65L1 (APBB2) alternative splicing. Biochim Biophys Acta 1833, 1511–1526 (2013). [DOI] [PubMed] [Google Scholar]
- 64.Shan X. et al. , Fully defined NGN2 neuron protocol reveals diverse signatures of neuronal maturation. Cell Rep Methods 4, 100858 (2024). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.He L., Jiang W., Li J., Wang C., Crystal structure of Ankyrin-G in complex with a fragment of Neurofascin reveals binding mechanisms required for integrity of the axon initial segment. J Biol Chem 298, 102272 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Kaeser P. S., Deng L., Fan M., Sudhof T. C., RIM genes differentially contribute to organizing presynaptic release sites. Proc Natl Acad Sci U S A 109, 11830–11835 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Han C. et al. , Epileptic Encephalopathy Caused by Mutations in the Guanine Nucleotide Exchange Factor DENND5A. Am J Hum Genet 99, 1359–1367 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Mendez-Albelo N. M., Sandoval S. O., Xu Z., Zhao X., An in-depth review of the function of RNA-binding protein FXR1 in neurodevelopment. Cell Tissue Res 398, 63–77 (2024). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Khlghatyan J. et al. , Fxr1 regulates sleep and synaptic homeostasis. EMBO J 39, e103864 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Dalgliesh C. et al. , An ultra-conserved poison exon in the Tra2b gene encoding a splicing activator is essential for male fertility and meiotic cell division. EMBO J 44, 877–902 (2025). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Loomis R. J. et al. , Chromatin binding of SRp20 and ASF/SF2 and dissociation from mitotic chromosomes is modulated by histone H3 serine 10 phosphorylation. Mol Cell 33, 450–461 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.A. P. Damodaran et al. , Proteomic study identifies Aurora-A-mediated regulation of alternative splicing through multiple splicing factors. J Biol Chem 301, 108000 (2025). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Hanamura A., Caceres J. F., Mayeda A., Franza B. R. Jr., Krainer A. R., Regulated tissue-specific expression of antagonistic pre-mRNA splicing factors. RNA 4, 430–444 (1998). [PMC free article] [PubMed] [Google Scholar]
- 74.Crawford J. B., Patton J. G., Activation of alpha-tropomyosin exon 2 is regulated by the SR protein 9G8 and heterogeneous nuclear ribonucleoproteins H and F. Mol Cell Biol 26, 8791–8802 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Bayraktar R. et al. , The mutational landscape and functional effects of noncoding ultraconserved elements in human cancers. Sci Adv 11, eado2830 (2025). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Jumaa H., Nielsen P. J., The splicing factor SRp20 modifies splicing of its own mRNA and ASF/SF2 antagonizes this regulation. EMBO J 16, 5077–5085 (1997). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 77.Guo J., Jia J., Jia R., PTBP1 and PTBP2 impaired autoregulation of SRSF3 in cancer cells. Sci Rep 5, 14548 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Konigs V. et al. , SRSF7 maintains its homeostasis through the expression of Split-ORFs and nuclear body assembly. Nat Struct Mol Biol 27, 260–273 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Neumann A. et al. , Alternative splicing coupled mRNA decay shapes the temperature-dependent transcriptome. EMBO Rep 21, e51369 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Pervouchine D. et al. , Integrative transcriptomic analysis suggests new autoregulatory splicing events coupled with nonsense-mediated mRNA decay. Nucleic Acids Res 47, 5293–5306 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Rossbach O. et al. , Auto- and cross-regulation of the hnRNP L proteins by alternative splicing. Mol Cell Biol 29, 1442–1451 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
Our splicing analysis pipeline v2.0 (8–10) is available on Github (https://github.com/TheJacksonLaboratory/splicing-pipelines-nf). Raw sequencing files generated in this study will be deposited on GEO upon manuscript acceptance.




