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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 3

Detection and validation of paralog usage shifts in mitochondrial proteins.

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Detection and validation of paralog usage shifts in mitochondrial protei...
(A) Application of ratiometric calculation to prior data recapitulated the rise in MYH6/MYH7, PGAM2/PGAM1, and PFKM/PFKL ratios in postnatal hearts across datasets. Adj. P, limma FDR-adjusted P value in E17 versus P1 (n = 5) in this study. Error bars and ribbon width show SD. (B) PCA of the abundance ratios of 299 commonly quantified paralog pairs distinguished developmental stages in the current study and reanalysis of an existing dataset of pre- and postnatal C57BL/6 mouse hearts from Gu et al. (23). (C) Scatterplot of log2(fold change) (x axis) versus –log10(P value) (y axis) of compared paralog pairs (n = 5 each for E17 and P1 hearts) highlighting the significantly differentially expressed paralogs in mitochondrial proteins (purple) and gene expression regulation–related proteins (green). Letters refer to paralog pairs in legends. (D) Proportional bar chart (left) showing an increase in the PPA2/PPA1 ratio from E17 to P1 mouse heart (limma FDR-adjusted P = 1.9 × 10–6), consistent with the postnatal increase in the PPA2/PPA1 ratio in the reanalysis of Gu et al. (right). (E) Capillary-based immunoassay corroborates the relative shift from PPA1 to PPA2 in postnatal hearts. P values derived from 2-tailed t test. Error bars show SD. (F) Postnatal isoform usage shifts in CKB/CKMT across the 2 datasets. Left: Bar chart of cumulative proportion. Error bars show SEM. Right: Ribbon chart. Error bars and ribbon width show SD. (G) Same as F, but for PDK2/PDK3. (H) Same as F, but for SLC25A4/SLC25A5. (I) Same as F, but for MFN1/MFN2.

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