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Cell-type specific RNA-associated proteins are essential for development and homeostasis in animals. Despite a massive recent effort to systematically identify RNA-associated proteins, we currently have few comprehensive rosters of cell-type specific RNA-associated proteins in vertebrate tissues. Here, we demonstrate the feasibility of determining the RNA-associated proteome of a defined vertebrate embryonic tissue using DIF-FRAC, a systematic and universal (i.e., label-free) method. Application of DIF-FRAC to cultured tissue explants of Xenopus mucociliary epithelium identified dozens of known RNA-associated proteins as expected, but also several novel RNA-associated proteins, including proteins related to assembly of the mitotic spindle and regulation of ciliary beating. In particular, we show that the inner dynein arm tether Cfap44 is an RNA-associated protein that localizes not only to axonemes, but also to liquid-like organelles in the cytoplasm called DynAPs. This result led us to discover that DynAPs are generally enriched for RNA. Together, these data provide a useful resource for a deeper understanding of mucociliary epithelia and demonstrate that DIF-FRAC will be broadly applicable for systematic identification of RNA-associated proteins from embryonic tissues.
Fig. 1. Differential Fractionation (DIF-FRAC) identifies RNA-associated proteins in a mucociliary epithelium. (A) Experimental workflow of the RNAse DIF-FRAC experiment on Xenopus animal cap explants. (B) Venn diagram displaying overlap of RNA-associated proteins in Xenopus animal caps with previously published data from HEK293T cells (Mallam et al., 2019). The p-value represents the probability of overlap based on chance using the hypergeometric test. (C) Venn diagram of high confidence hits identified in replicate experiments and previously annotated RNA associated proteins. The set of previously annotated RNA associated proteins was constructed by including those with >10 peptide spectral matches in either of the replicates. (D–E) Gene ontology molecular function enrichment analysis of high confidence DIF-FRAC hits from replicate 1 (D) and replicate 2 (E).
Fig. 2. Individual DIF-FRAC elution profiles show distinct changes consistent with RNAse sensitivity. (A) Table of DIF-FRAC calculated Z-scores for ribosomal proteins and selected others. Values highlighted in green and yellow are considered high confidence. Values in red are of borderline confidence and should be evaluated with prior knowledge. (B–D) Individual profiles for ribosomal subunits. X-axis represents SEC fractions from larger molecular weight to smaller. Y-axis represents observed abundance in MS by unique peptide spectral matches normalized to the highest value for that protein. (E) Ribosomal subunit, Rpl35a, had a Z-score below the cutoff (A), but its elution profile shows consistent behavior with other ribosomal subunits. (F) Known RNA-binding protein, Nucleolin, shows shift in molecular weight. (G) Known RNA-binding protein, Puf60, shows increased observed abundance. (H–I) Profiles of RNA-binding proteins with known roles in Xenopus development. (J–K) Elution profiles of negative controls do not change.
Fig. 3. DIF-FRAC identifies a ciliopathy protein as RNA associated. (A) Table of DIF-FRAC calculated Z-scores for selected motile cilia-related proteins; Rps3A, Vps35 and Cops7b serve as positive and negative controls. (B) Elution profile of Hspe1 shows loss of observed abundance. (C) Elution profile of the inner arm dynein tethering protein Cfap44 shows a gain of observed abundance. (D) Elution profile of Cfap43 shows similar behavior to Cfap44. (E) Graphic of modeled region of Cfap44 showing identified WD40 repeat segments. (e’) Homology model of Cfap44 WD-40 domains (blue) with an RNA molecule (red) is modeled from Gemin5 crystal structure (PDB ID: 5GXH). (e’’) Homology model of Cfap44 colored to show amino acid conservation where blue is highly conserved and yellow is variable. (e’’’) Homology model of Cfap44 highlighting highly conserved residues in proximity (<5.0 Å) to modeled RNA molecule.
Fig. 4. Cfap44 and RNA are present in DynAPs: (A, a’) GFP-Cfap44 localizes to axonemes in Xenopus motile cilia, as indicated by co-labelling with the membrane-RFP. (B) Overlap of Cfapp+ and Ktu + cytosolic foci in MCCs. (C, c’, c’’) GFP-Cfap44 labels cytosolic foci, some of which partially co-localize with DynAPs as indicated by co-labelling with mCherry-Ktu. This partial co-localization in DynAPs is reminiscent of that observed for inner or outer arm dynein subunits (Lee et al., 2020). (D, d’, d’’) Staining with SYTO RNASelect highlights RNA in the nucleus and also in DynAPs, as indicated by co-labelling with mCherry-Ktu.
Aizer,
The dynamics of mammalian P body transport, assembly, and disassembly in vivo.
2008, Pubmed
Aizer,
The dynamics of mammalian P body transport, assembly, and disassembly in vivo.
2008,
Pubmed Ariizumi,
Isolation and differentiation of Xenopus animal cap cells.
2009,
Pubmed
,
Xenbase Artiles,
Assessment and Maintenance of Unigametic Germline Inheritance for C. elegans.
2019,
Pubmed Ashkenazy,
ConSurf 2016: an improved methodology to estimate and visualize evolutionary conservation in macromolecules.
2016,
Pubmed Baltz,
The mRNA-bound proteome and its global occupancy profile on protein-coding transcripts.
2012,
Pubmed Banani,
Biomolecular condensates: organizers of cellular biochemistry.
2017,
Pubmed Bao,
Capturing the interactome of newly transcribed RNA.
2018,
Pubmed Battle,
The Gemin5 protein of the SMN complex identifies snRNAs.
2006,
Pubmed Bernabé-Rubio,
Novel role for the midbody in primary ciliogenesis by polarized epithelial cells.
2016,
Pubmed Blower,
Genome-wide analysis demonstrates conserved localization of messenger RNAs to mitotic microtubules.
2007,
Pubmed
,
Xenbase Bolze,
Ribosomal protein SA haploinsufficiency in humans with isolated congenital asplenia.
2013,
Pubmed Brannan,
SONAR Discovers RNA-Binding Proteins from Analysis of Large-Scale Protein-Protein Interactomes.
2016,
Pubmed Castello,
Metabolic Enzymes Enjoying New Partnerships as RNA-Binding Proteins.
2015,
Pubmed Castello,
Comprehensive Identification of RNA-Binding Domains in Human Cells.
2016,
Pubmed Castello,
RNA-binding proteins in Mendelian disease.
2013,
Pubmed Caudron-Herger,
R-DeeP: Proteome-wide and Quantitative Identification of RNA-Dependent Proteins by Density Gradient Ultracentrifugation.
2019,
Pubmed Cenik,
Maternal Ribosomes Are Sufficient for Tissue Diversification during Embryonic Development in C. elegans.
2019,
Pubmed Choesmel,
Impaired ribosome biogenesis in Diamond-Blackfan anemia.
2007,
Pubmed Chung,
Coordinated genomic control of ciliogenesis and cell movement by RFX2.
2014,
Pubmed
,
Xenbase Coutton,
Mutations in CFAP43 and CFAP44 cause male infertility and flagellum defects in Trypanosoma and human.
2018,
Pubmed Craig,
TANDEM: matching proteins with tandem mass spectra.
2004,
Pubmed Faas,
Lin28 proteins are required for germ layer specification in Xenopus.
2013,
Pubmed
,
Xenbase Fingerhut,
mRNA localization mediates maturation of cytoplasmic cilia in Drosophila spermatogenesis.
2020,
Pubmed Fu,
The I1 dynein-associated tether and tether head complex is a conserved regulator of ciliary motility.
2018,
Pubmed Gerstberger,
A census of human RNA-binding proteins.
2014,
Pubmed Haag,
Still Searching for Specialized Ribosomes.
2019,
Pubmed He,
High-Resolution Mapping of RNA-Binding Regions in the Nuclear Proteome of Embryonic Stem Cells.
2016,
Pubmed Hentze,
A brave new world of RNA-binding proteins.
2018,
Pubmed Holt,
Subcellular mRNA localization in animal cells and why it matters.
2009,
Pubmed Horani,
Establishment of the early cilia preassembly protein complex during motile ciliogenesis.
2018,
Pubmed Huang,
Transcriptome-wide discovery of coding and noncoding RNA-binding proteins.
2018,
Pubmed Huerta-Cepas,
eggNOG 4.5: a hierarchical orthology framework with improved functional annotations for eukaryotic, prokaryotic and viral sequences.
2016,
Pubmed Huizar,
A liquid-like organelle at the root of motile ciliopathy.
2018,
Pubmed
,
Xenbase Hunter,
InterPro: the integrative protein signature database.
2009,
Pubmed Jain,
ATPase-Modulated Stress Granules Contain a Diverse Proteome and Substructure.
2016,
Pubmed Jambhekar,
RNA stimulates Aurora B kinase activity during mitosis.
2014,
Pubmed
,
Xenbase Karpinka,
Xenbase, the Xenopus model organism database; new virtualized system, data types and genomes.
2015,
Pubmed
,
Xenbase Kim,
MS-GF+ makes progress towards a universal database search tool for proteomics.
2014,
Pubmed Kondrashov,
Ribosome-mediated specificity in Hox mRNA translation and vertebrate tissue patterning.
2011,
Pubmed Kubo,
A microtubule-dynein tethering complex regulates the axonemal inner dynein f (I1).
2018,
Pubmed Kwon,
MSblender: A probabilistic approach for integrating peptide identifications from multiple database search engines.
2011,
Pubmed Li,
Axonemal dynein assembly requires the R2TP complex component Pontin.
2017,
Pubmed Lin,
Formation and Maturation of Phase-Separated Liquid Droplets by RNA-Binding Proteins.
2015,
Pubmed Lingner,
CoMet--a web server for comparative functional profiling of metagenomes.
2011,
Pubmed Lobley,
pGenTHREADER and pDomTHREADER: new methods for improved protein fold recognition and superfamily discrimination.
2009,
Pubmed Ma,
Multicilin drives centriole biogenesis via E2f proteins.
2014,
Pubmed
,
Xenbase Mali,
ZMYND10 functions in a chaperone relay during axonemal dynein assembly.
2018,
Pubmed Mallam,
Systematic Discovery of Endogenous Human Ribonucleoprotein Complexes.
2019,
Pubmed McWhite,
A Pan-plant Protein Complex Map Reveals Deep Conservation and Novel Assemblies.
2020,
Pubmed Medioni,
Principles and roles of mRNA localization in animal development.
2012,
Pubmed Mittag,
Multiple Modes of Protein-Protein Interactions Promote RNP Granule Assembly.
2018,
Pubmed Morimoto,
Nonsense mutation in CFAP43 causes normal-pressure hydrocephalus with ciliary abnormalities.
2019,
Pubmed Nagarkatti-Gude,
Spag16, an axonemal central apparatus gene, encodes a male germ cell nuclear speckle protein that regulates SPAG16 mRNA expression.
2011,
Pubmed Nenni,
Xenbase: Facilitating the Use of Xenopus to Model Human Disease.
2019,
Pubmed
,
Xenbase Okabayashi,
Tissue generation from amphibian animal caps.
2003,
Pubmed Peng,
Cold-inducible RNA binding protein is required for the expression of adhesion molecules and embryonic cell movement in Xenopus laevis.
2006,
Pubmed
,
Xenbase Pettersen,
UCSF Chimera--a visualization system for exploratory research and analysis.
2004,
Pubmed Queiroz,
Comprehensive identification of RNA-protein interactions in any organism using orthogonal organic phase separation (OOPS).
2019,
Pubmed Quigley,
Rfx2 Stabilizes Foxj1 Binding at Chromatin Loops to Enable Multiciliated Cell Gene Expression.
2017,
Pubmed
,
Xenbase Quinn,
Unique features of long non-coding RNA biogenesis and function.
2016,
Pubmed Raudvere,
g:Profiler: a web server for functional enrichment analysis and conversions of gene lists (2019 update).
2019,
Pubmed Sahoo,
Axonal mRNA transport and translation at a glance.
2018,
Pubmed Sali,
Comparative protein modelling by satisfaction of spatial restraints.
1993,
Pubmed Sawyer,
Cajal body function in genome organization and transcriptome diversity.
2016,
Pubmed Session,
Genome evolution in the allotetraploid frog Xenopus laevis.
2016,
Pubmed
,
Xenbase Sharp,
Functional analysis of the microtubule-interacting transcriptome.
2011,
Pubmed
,
Xenbase Sheets,
Controlling the Messenger: Regulated Translation of Maternal mRNAs in Xenopus laevis Development.
2017,
Pubmed
,
Xenbase Shin,
Liquid phase condensation in cell physiology and disease.
2017,
Pubmed Smith,
A role for central spindle proteins in cilia structure and function.
2011,
Pubmed
,
Xenbase Tang,
Biallelic Mutations in CFAP43 and CFAP44 Cause Male Infertility with Multiple Morphological Abnormalities of the Sperm Flagella.
2017,
Pubmed Telkoparan,
Coiled-coil domain containing protein 124 is a novel centrosome and midbody protein that interacts with the Ras-guanine nucleotide exchange factor 1B and is involved in cytokinesis.
2013,
Pubmed Todd,
COPI transport complexes bind to specific RNAs in neuronal cells.
2013,
Pubmed Treiber,
A Compendium of RNA-Binding Proteins that Regulate MicroRNA Biogenesis.
2017,
Pubmed Trendel,
The Human RNA-Binding Proteome and Its Dynamics during Translational Arrest.
2019,
Pubmed Urbanska,
Ciliary proteins Fap43 and Fap44 interact with each other and are essential for proper cilia and flagella beating.
2018,
Pubmed van Venrooy,
Cold-inducible RNA binding protein (CIRP), a novel XTcf-3 specific target gene regulates neural development in Xenopus.
2008,
Pubmed
,
Xenbase Walentek,
What we can learn from a tadpole about ciliopathies and airway diseases: Using systems biology in Xenopus to study cilia and mucociliary epithelia.
2017,
Pubmed
,
Xenbase Wang,
Lso2 is a conserved ribosome-bound protein required for translational recovery in yeast.
2018,
Pubmed Werner,
Understanding ciliated epithelia: the power of Xenopus.
2012,
Pubmed
,
Xenbase Wickramasinghe,
RNA Processing and Genome Stability: Cause and Consequence.
2016,
Pubmed Williams,
Nodal and planar cell polarity signaling cooperate to regulate zebrafish convergence and extension gastrulation movements.
2020,
Pubmed Wühr,
Deep proteomics of the Xenopus laevis egg using an mRNA-derived reference database.
2014,
Pubmed
,
Xenbase Xu,
Construction of a vertebrate embryo from two opposing morphogen gradients.
2014,
Pubmed Xu,
Structural insights into Gemin5-guided selection of pre-snRNAs for snRNP assembly.
2016,
Pubmed Xue,
Specialized ribosomes: a new frontier in gene regulation and organismal biology.
2012,
Pubmed Yong,
Gemin5 delivers snRNA precursors to the SMN complex for snRNP biogenesis.
2010,
Pubmed Yoon,
Xenopus Staufen is a component of a ribonucleoprotein complex containing Vg1 RNA and kinesin.
2004,
Pubmed
,
Xenbase Zhang,
Phosphorylation of mouse sperm axoneme central apparatus protein SPAG16L by a testis-specific kinase, TSSK2.
2008,
Pubmed