Jiao Ma

Peptidomic discovery of short open reading frame–encoded peptides in human cells

The amount of the transcriptome that is translated into polypeptides is of fundamental importance. We developed a peptidomic strategy to detect short ORF (sORF)-encoded polypeptides (SEPs) in human cells. We identified 90 SEPs, 86 of which are novel, the largest number of human SEPs ever reported. SEP abundances range from 10-1000 molecules per cell, identical to known proteins. SEPs arise from sORFs in non-coding RNAs as well as multi-cistronic mRNAs, and many SEPs initiate with non-AUG start codons, indicating that non-canonical translation may be more widespread in mammals than previously thought. In addition, coding sORFs are present in a small fraction (8/1866) of long intergenic non-coding RNAs (lincRNAs). Together, these results provide the strongest evidence to date that the human proteome is more complex than previously appreciated.

Toddler: An Embryonic Signal That Promotes Cell Movement via Apelin Receptors

Introduction Embryogenesis is thought to be directed by a small number of signaling pathways with most if not all embryonic signals having been identified. However, the molecular control of some embryonic processes is still poorly understood. For example, it is unclear how cell migration is regulated during gastrulation, when mesodermal and endodermal germ layers form. The goal of our study was to identify and characterize previously unrecognized signals that regulate embryogenesis. Toddler promotes gastrulation movements via Apelin receptor signaling. Toddler is an essential, short, conserved embryonic signal that promotes cell migration during zebrafish gastrulation. The internalization movement highlighted by the colored cell tracks requires Toddler signaling. Toddler signals via the G-protein–coupled APJ/Apelin receptor and may be one of several uncharacterized embryonic signals. Methods To identify uncharacterized signaling molecules, we mined zebrafish genomic data sets for previously non-annotated translated open reading frames (ORFs). One such ORF encoded a putative signaling protein that we call Toddler (also known as Apela/Elabela/Ende). We analyzed expression, production, and secretion of Toddler using RNA in situ hybridization, mass spectrometry, and Toddler-GFP fusion proteins, respectively. We used transcription activator-like effector (TALE) nucleases to generate frame-shift mutations in the toddler gene. To complement loss-of-function analyses with gain-of-function studies, Toddler was misexpressed through mRNA or peptide injection. We characterized phenotypes using marker gene expression analysis and in vivo imaging, using confocal and lightsheet microscopy. Toddler mutants were rescued thorugh global or localized toddler production. The relationship between Toddler and APJ/Apelin receptors was studied through genetic interaction and receptor internalization experiments. Results We identified several hundred non-annotated candidate proteins, including more than 20 putative signaling proteins. We focused on the functional importance of the short, conserved, and secreted peptide Toddler. Loss or overproduction of Toddler reduced cell movements during zebrafish gastrulation; mesodermal and endodermal cells were slow to internalize and migrate. Both the local and ubiquitous expression of Toddler were able to rescue gastrulation movements in toddler mutants, suggesting that Toddler acts as a motogen, a signal that promotes cell migration. Toddler activates G-protein–coupled APJ/Apelin receptor signaling, as evidenced by Toddler-induced internalization of APJ/Apelin receptors and rescue of toddler mutants through expression of the known receptor agonist Apelin. Discussion These findings indicate that Toddler promotes cell movement during zebrafish gastrulation by activation of APJ/Apelin receptor signaling. Toddler does not seem to act as a chemo-attractant or -repellent, but rather as a global signal that promotes the movement of mesendodermal cells. Both loss and overproduction of Toddler reduce cell movement, revealing that Toddler levels need to be tightly regulated during gastrulation. The discovery of Toddler helps explain previous genetic studies that found a broader requirement for APJ/Apelin receptors than for Apelin. We propose that in these cases, Toddler—not Apelin—activates APJ/Apelin receptor signaling. Our genomics analysis identifying a large number of candidate proteins that function during embryogenesis suggests the existence of other previously uncharacterized embryonic signals. Applying similar genomic approaches to adult tissues might identify additional signals that regulate physiological and behavioral processes. It has been assumed that most, if not all, signals regulating early development have been identified. Contrary to this expectation, we identified 28 candidate signaling proteins expressed during zebrafish embryogenesis, including Toddler, a short, conserved, and secreted peptide. Both absence and overproduction of Toddler reduce the movement of mesendodermal cells during zebrafish gastrulation. Local and ubiquitous production of Toddler promote cell movement, suggesting that Toddler is neither an attractant nor a repellent but acts globally as a motogen. Toddler drives internalization of G protein–coupled APJ/Apelin receptors, and activation of APJ/Apelin signaling rescues toddler mutants. These results indicate that Toddler is an activator of APJ/Apelin receptor signaling, promotes gastrulation movements, and might be the first in a series of uncharacterized developmental signals. A conserved signal is identified that activates G protein–coupled receptors to promote zebrafish gastrulation. Toddler Welcome It has been assumed that most, if not all, major signals that control vertebrate embryogenesis have been identified. Using genomics, Pauli et al. (10.1126/science.1248636, published online 9 January) have now identified several new candidate signals expressed during early zebrafish development. One of these signals, Toddler, is a short, conserved, and secreted peptide that promotes the movement of cells during zebrafish gastrulation. Toddler signals through G protein–coupled receptors to drive internalization of the Apelin receptor, and activation of Apelin signaling can rescue toddler mutants.

A human microprotein that interacts with the mRNA decapping complex

Proteomic detection of non-annotated microproteins indicates the translation of hundreds of small open reading frames in human cells, but whether these microproteins are functional is unknown. Here, we report the discovery and characterization of a 7-kilodalton human microprotein we named non-annotated P-body dissociating polypeptide (NoBody). NoBody interacts with mRNA decapping proteins, which remove the 5’ cap from mRNAs to promote 5’-3’ decay. Decapping proteins participate in mRNA turnover and nonsense mediated decay (NMD). NoBody localizes to mRNA decay-associated RNA-protein granules called P-bodies. Modulation of NoBody levels reveals that its abundance is anti-correlated with cellular P-body numbers and alters the steady-state levels of a cellular NMD substrate. These results implicate NoBody as a novel component of the mRNA decapping complex and demonstrate potential functionality of a newly discovered microprotein.

Identification and characterization of sORF-encoded polypeptides

Abstract Molecular biology, genomics and proteomics methods have been utilized to reveal a non-annotated class of endogenous polypeptides (small proteins and peptides) encoded by short open reading frames (sORFs), or small open reading frames (smORFs). We refer to these polypeptides as s(m)ORF-encoded polypeptides or SEPs. The early SEPs were identified via genetic screens, and many of the RNAs that contain s(m)ORFs were originally considered to be non-coding; however, elegant work in bacteria and flies demonstrated that these s(m)ORFs code for functional polypeptides as small as 11-amino acids in length. The discovery of these initial SEPs led to search for these molecules using methods such as ribosome profiling and proteomics, which have revealed the existence of many SEPs, including novel human SEPs. Unlike screens, omics methods do not necessarily link a SEP to a cellular or biological function, but functional genomic and proteomic strategies have demonstrated that at least some of these newly discovered SEPs have biochemical and cellular functions. Here, we provide an overview of these results and discuss the future directions in this emerging field.

Improved Identification and Analysis of Small Open Reading Frame Encoded Polypeptides

Computational, genomic, and proteomic approaches have been used to discover nonannotated protein-coding small open reading frames (smORFs). Some novel smORFs have crucial biological roles in cells and organisms, which motivates the search for additional smORFs. Proteomic smORF discovery methods are advantageous because they detect smORF-encoded polypeptides (SEPs) to validate smORF translation and SEP stability. Because SEPs are shorter and less abundant than average proteins, SEP detection using proteomics faces unique challenges. Here, we optimize several steps in the SEP discovery workflow to improve SEP isolation and identification. These changes have led to the detection of several new human SEPs (novel human genes), improved confidence in the SEP assignments, and enabled quantification of SEPs under different cellular conditions. These improvements will allow faster detection and characterization of new SEPs and smORFs.

Regulation of DNA repair pathway choice in S and G2 phases by the NHEJ inhibitor CYREN

Classical non-homologous end joining (cNHEJ) and homologous recombination compete for the repair of double-stranded DNA breaks during the cell cycle. Homologous recombination is inhibited during the G1 phase of the cell cycle, but both pathways are active in the S and G2 phases. However, it is unclear why cNHEJ does not always outcompete homologous recombination during the S and G2 phases. Here we show that CYREN (cell cycle regulator of NHEJ) is a cell-cycle-specific inhibitor of cNHEJ. Suppression of CYREN allows cNHEJ to occur at telomeres and intrachromosomal breaks during the S and G2 phases, and cells lacking CYREN accumulate chromosomal aberrations upon damage induction, specifically outside the G1 phase. CYREN acts by binding to the Ku70/80 heterodimer and preferentially inhibits cNHEJ at breaks with overhangs by protecting them. We therefore propose that CYREN is a direct cell-cycle-dependent inhibitor of cNHEJ that promotes error-free repair by homologous recombination during cell cycle phases when sister chromatids are present.

Chemoproteomic Discovery of Cysteine-Containing Human Short Open Reading Frames

The application of ribosome profiling and mass spectrometry technologies has recently revealed that the human proteome is larger than previously appreciated. Short open reading frames (sORFs), which are difficult to identify using traditional gene-finding algorithms, constitute a significant fraction of unknown protein-coding genes. Thus, experimental approaches to identify sORFs provide invaluable insight into the protein-coding potential of genomes. Here, we report an affinity-based approach to enrich and identify cysteine-containing human sORF-encoded polypeptides (ccSEPs) from cells. This approach revealed 16 novel ccSEPs, each derived from an uncharacterized sORF, demonstrating its potential for discovering new genes. We validated expression of a SEP from its endogenous RNA, and demonstrated the specificity of our labeling approach using synthetic SEP. The discovery of additional human SEPs and their conservation indicate the potential importance of these molecules in biology.

The influence of transcript assembly on the proteogenomics discovery of microproteins

Proteogenomics methods have identified many non-annotated protein-coding genes in the human genome. Many of the newly discovered protein-coding genes encode peptides and small proteins, referred to collectively as microproteins. Microproteins are produced through ribosome translation of small open reading frames (smORFs). The discovery of many smORFs reveals a blind spot in traditional gene-finding algorithms for these genes. Biological studies have found roles for microproteins in cell biology and physiology, and the potential that there exists additional bioactive microproteins drives the interest in detection and discovery of these molecules. A key step in any proteogenomics workflow is the assembly of RNA-Seq data into likely mRNA transcripts that are then used to create a searchable protein database. Here we demonstrate that specific features of the assembled transcriptome impact microprotein detection by shotgun proteomics. By tailoring transcript assembly for downstream mass spectrometry searching, we show that we can detect more than double the number of high-quality microprotein candidates and introduce a novel open-source mRNA assembler for proteogenomics (MAPS) that incorporates all of these features. By integrating our specialized assembler, MAPS, and a popular generalized assembler into our proteogenomics pipeline, we detect 45 novel human microproteins from a high quality proteogenomics dataset of a human cell line. We then characterize the features of the novel microproteins, identifying two classes of microproteins. Our work highlights the importance of specialized transcriptome assembly upstream of proteomics validation when searching for short and potentially rare and poorly conserved proteins.

TARGETED SEARCHES FOR NOVEL PEPTIDES IN BIG MASS SPECTROMETRY DATA SETS

We present Post-Acquisition Targeted Searches (PATS), an easy-to-use tool that allows the identification of novel peptide/protein sequences from existing big mass spectrometry data sets. PATS filters out the unrelated peptidome before the time-consuming database search to significantly speed up the identification. Using interactome data sets, PATS visualizes protein interaction network and helps to assign putative functions to the target protein based on the “guilt by association” concept.