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A ratiometric catalog of protein isoform shifts in the cardiac fetal gene program
Yu Han, Shaonil Binti, Sara A. Wennersten, Boomathi Pandi, Dominic C.M. Ng, Edward Lau, Maggie P.Y. Lam
Yu Han, Shaonil Binti, Sara A. Wennersten, Boomathi Pandi, Dominic C.M. Ng, Edward Lau, Maggie P.Y. Lam
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Research Article Aging Cardiology

A ratiometric catalog of protein isoform shifts in the cardiac fetal gene program

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Abstract

Pathological cardiac remodeling is associated with the reactivation of fetal genes, yet the extent of the heart’s fetal gene program and its impact on proteome compositions remain incompletely understood. Here, using a proteome-wide protein ratio quantification strategy with mass spectrometry, we identified pervasive isoform usage shifts in fetal and postnatal mouse hearts, involving 145 pairs of highly homologous paralogs and alternative splicing–derived isoform proteins. Proteome-wide ratio comparisons readily rediscovered hallmark fetal gene signatures in muscle contraction and glucose metabolism pathways, while revealing what we believe to be previously undescribed isoform usage in mitochondrial and gene-expression-regulating proteins, including PPA1/PPA2, ANT1/ANT2, and PCBP1/PCBP2 switches. Paralogs with differential fetal usage tend to be evolutionarily recent, consistent with functional diversification. Alternative splicing adds another rich source of fetal isoform usage differences, involving PKM M1/M2, GLS1 KGA/GAC, PDLIM5 long/short, and other spliceoforms. When comparing absolute protein proportions, we observed a partial reversion toward fetal gene usage in pathological hearts. In summary, we present a ratiometric catalog of paralogs and spliceoform pairs in the cardiac fetal gene program. More generally, the results demonstrate the potential of applying the proteome-wide ratio test concept to discover new regulatory modalities beyond differential gene expression.

Authors

Yu Han, Shaonil Binti, Sara A. Wennersten, Boomathi Pandi, Dominic C.M. Ng, Edward Lau, Maggie P.Y. Lam

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Figure 6

Alternative splicing–derived protein isoforms as a source of fetal genes.

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Alternative splicing–derived protein isoforms as a source of fetal genes...
(A) Names and synonyms of 10 spliceoform pairs that are significantly different between E17 verses P1 hearts in both database search/quantification workflows. The values of limma FDR-adjusted P value (adj.P.Val) and log2(fold changes) (logFC) refer to results of workflow 1 (Sage against UniProt/Swiss-Prot isoforms; see Supplemental Methods). Workflow 2: MSFragger/Riana/pyTMT against JCAST-generated tissue-specific protein sequence database (see Supplemental Methods). Green: FDR ≤ 0.01, absolute logFC ≥ 0.5, MIF ≥ 0.05. Yellow: FDR ≤ 0.01, MIF ≥ 0.05. (B) Proportional bar charts showing the estimated proportions of PKM splice isoforms (M1 and M2), reflecting the known shifts from M2 to M1 in postnatal hearts. Error bars show SEM of cumulative proportion. n = 5 fetal and postnatal hearts. (C) Same as B, but for GLS isoforms KGA and GAC. (D) Capillary-based immunoassay corroborates the relative shift from GAC to KGA in postnatal hearts. P values derived from 2-tailed t test. Error bars show SD. (E) Bar charts showing the normalized (to E17) expression of splice factors and RNA-binding proteins implicated in isoform shifts. Numbers denote limma FDR-adjusted P values in E17 versus P1 hearts. (F) Proportional bar charts for additional splice isoform pairs TPM2 (TM-1 vs. TB1-3), PDLIM5 (long vs. short), ITGB1 (β-1D vs. β-1A), IMMT (canonical vs. TB1-3), ATP2A2 (SERCA2a vs. SERCA2b) and QKI (canonical vs. QKI-6). Error bars show SEM of cumulative proportion. n = 5 fetal and postnatal hearts. Selected spliceoform pairs are shown with limma FDR-adjusted P < 0.01 and average MIF ≥ 0.05.

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