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1.
Cell ; 172(5): 937-951.e18, 2018 02 22.
Article in English | MEDLINE | ID: mdl-29456082

ABSTRACT

piRNAs (Piwi-interacting small RNAs) engage Piwi Argonautes to silence transposons and promote fertility in animal germlines. Genetic and computational studies have suggested that C. elegans piRNAs tolerate mismatched pairing and in principle could target every transcript. Here we employ in vivo cross-linking to identify transcriptome-wide interactions between piRNAs and target RNAs. We show that piRNAs engage all germline mRNAs and that piRNA binding follows microRNA-like pairing rules. Targeting correlates better with binding energy than with piRNA abundance, suggesting that piRNA concentration does not limit targeting. In mRNAs silenced by piRNAs, secondary small RNAs accumulate at the center and ends of piRNA binding sites. In germline-expressed mRNAs, however, targeting by the CSR-1 Argonaute correlates with reduced piRNA binding density and suppression of piRNA-associated secondary small RNAs. Our findings reveal physiologically important and nuanced regulation of individual piRNA targets and provide evidence for a comprehensive post-transcriptional regulatory step in germline gene expression.


Subject(s)
Caenorhabditis elegans Proteins/metabolism , Caenorhabditis elegans/metabolism , Germ Cells/metabolism , RNA, Small Interfering/metabolism , Amino Acid Sequence , Animals , Base Pairing , Base Sequence , Binding Sites , Caenorhabditis elegans Proteins/chemistry , Chimera/metabolism , Gene Silencing , RNA, Messenger/genetics , RNA, Messenger/metabolism
2.
Mol Cell ; 59(6): 1035-42, 2015 Sep 17.
Article in English | MEDLINE | ID: mdl-26365378

ABSTRACT

Autophagy transports cytosolic materials into lysosomes/vacuoles either in bulk or selectively. Selective autophagy requires cargo receptor proteins, which usually link cargos to the macroautophagy machinery composed of core autophagy-related (Atg) proteins. Here, we show that fission yeast Nbr1, a homolog of mammalian autophagy receptor NBR1, interacts with and facilitates the transport of two cytosolic hydrolases into vacuoles, in a way reminiscent of the budding yeast cytoplasm-to-vacuole targeting (Cvt) pathway, a prototype of selective autophagy. We term this pathway Nbr1-mediated vacuolar targeting (NVT). Surprisingly, unlike the Cvt pathway, the NVT pathway does not require core Atg proteins. Instead, it depends on the endosomal sorting complexes required for transport (ESCRTs). NVT components colocalize with ESCRTs at multivesicular bodies (MVBs) and rely on ubiquitination for their transport. Our findings demonstrate the ability of ESCRTs to mediate highly selective autophagy of soluble cargos, and suggest an unexpected mechanistic versatility of autophagy receptors.


Subject(s)
Autophagy , Chromosomal Proteins, Non-Histone/metabolism , Endosomal Sorting Complexes Required for Transport/physiology , Schizosaccharomyces pombe Proteins/metabolism , Schizosaccharomyces/metabolism , Transcription Factors/metabolism , Vacuoles/metabolism , Aminopeptidases/metabolism , Autophagy-Related Proteins , Protein Transport , Solubility , Ubiquitination
3.
PLoS Genet ; 16(7): e1008933, 2020 07.
Article in English | MEDLINE | ID: mdl-32692737

ABSTRACT

Structure-specific endonucleases (SSEs) play key roles in DNA replication, recombination, and repair. SSEs must be tightly regulated to ensure genome stability but their regulatory mechanisms remain incompletely understood. Here, we show that in the fission yeast Schizosaccharomyces pombe, the activities of two SSEs, Dna2 and Rad16 (ortholog of human XPF), are temporally controlled during the cell cycle by the CRL4Cdt2 ubiquitin ligase. CRL4Cdt2 targets Pxd1, an inhibitor of Dna2 and an activator of Rad16, for degradation in S phase. The ubiquitination and degradation of Pxd1 is dependent on CRL4Cdt2, PCNA, and a PCNA-binding degron motif on Pxd1. CRL4Cdt2-mediated Pxd1 degradation prevents Pxd1 from interfering with the normal S-phase functions of Dna2. Moreover, Pxd1 degradation leads to a reduction of Rad16 nuclease activity in S phase, and restrains Rad16-mediated single-strand annealing, a hazardous pathway of repairing double-strand breaks. These results demonstrate a new role of the CRL4Cdt2 ubiquitin ligase in genome stability maintenance and shed new light on how SSE activities are regulated during the cell cycle.


Subject(s)
DNA-Binding Proteins/genetics , Flap Endonucleases/genetics , Nuclear Proteins/genetics , Schizosaccharomyces pombe Proteins/genetics , DNA Repair/genetics , DNA Replication/genetics , Genomic Instability/genetics , Humans , S Phase/genetics , Schizosaccharomyces/genetics , Ubiquitin/genetics , Ubiquitin-Protein Ligases/genetics , Ubiquitination/genetics
4.
Biochemistry ; 57(3): 305-313, 2018 01 23.
Article in English | MEDLINE | ID: mdl-28945353

ABSTRACT

A protein dynamically samples multiple conformations, and the conformational dynamics enables protein function. Most biophysical measurements are ensemble-based, with the observables averaged over all members of the ensemble. Though attainable, the decomposition of the observables to the constituent conformational states can be computationally expensive and ambiguous. Here we show that the incorporation of single-molecule fluorescence resonance energy transfer (smFRET) data resolves the ambiguity and affords protein ensemble structures that are more precise and accurate. Using K63-linked diubiquitin, we characterize the dynamic domain arrangements of the model system, with the use of chemical cross-linking coupled with mass spectrometry (CXMS), small-angle X-ray scattering (SAXS), and smFRET techniques. CXMS allows the modeling of protein conformational states that are alternatives to the crystal structure. SAXS provides ensemble-averaged low-resolution shape information. Importantly, smFRET affords state-specific populations, and the FRET distances validate the ensemble structures obtained by refining against CXMS and SAXS restraints. Together, the integrative use of bulk and single-molecule techniques affords better insight into protein dynamics and shall be widely implemented in structural biology.


Subject(s)
Single Molecule Imaging , Ubiquitin/chemistry , Fluorescence Resonance Energy Transfer , Humans , Mass Spectrometry , Protein Conformation , Scattering, Small Angle , X-Ray Diffraction
5.
J Biol Chem ; 292(4): 1187-1196, 2017 01 27.
Article in English | MEDLINE | ID: mdl-27994050

ABSTRACT

Chemical cross-linking coupled with mass spectroscopy (CXMS) provides proximity information for the cross-linked residues and is used increasingly for modeling protein structures. However, experimentally identified cross-links are sometimes incompatible with the known structure of a protein, as the distance calculated between the cross-linked residues far exceeds the maximum length of the cross-linker. The discrepancies may persist even after eliminating potentially false cross-links and excluding intermolecular ones. Thus the "over-length" cross-links may arise from alternative excited-state conformation of the protein. Here we present a method and associated software DynaXL for visualizing the ensemble structures of multidomain proteins based on intramolecular cross-links identified by mass spectrometry with high confidence. Representing the cross-linkers and cross-linking reactions explicitly, we show that the protein excited-state structure can be modeled with as few as two over-length cross-links. We demonstrate the generality of our method with three systems: calmodulin, enzyme I, and glutamine-binding protein, and we show that these proteins alternate between different conformations for interacting with other proteins and ligands. Taken together, the over-length chemical cross-links contain valuable information about protein dynamics, and our findings here illustrate the relationship between dynamic domain movement and protein function.


Subject(s)
Cross-Linking Reagents/chemistry , Escherichia coli Proteins/chemistry , Escherichia coli/chemistry , Mass Spectrometry , Models, Chemical
6.
EMBO Rep ; 17(2): 235-48, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26711430

ABSTRACT

Various aerolysin-like pore-forming proteins have been identified from bacteria to vertebrates. However, the mechanism of receptor recognition and/or pore formation of the eukaryotic members remains unknown. Here, we present the first crystal and electron microscopy structures of a vertebrate aerolysin-like protein from Danio rerio, termed Dln1, before and after pore formation. Each subunit of Dln1 dimer comprises a ß-prism lectin module followed by an aerolysin module. Specific binding of the lectin module toward high-mannose glycans triggers drastic conformational changes of the aerolysin module in a pH-dependent manner, ultimately resulting in the formation of a membrane-bound octameric pore. Structural analyses combined with computational simulations and biochemical assays suggest a pore-forming process with an activation mechanism distinct from the previously characterized bacterial members. Moreover, Dln1 and its homologs are ubiquitously distributed in bony fishes and lamprey, suggesting a novel fish-specific defense molecule.


Subject(s)
Bacterial Toxins/chemistry , Molecular Dynamics Simulation , Pore Forming Cytotoxic Proteins/chemistry , Pore Forming Cytotoxic Proteins/metabolism , Zebrafish Proteins/chemistry , Amino Acid Sequence , Animals , Bacterial Toxins/metabolism , Lectins/chemistry , Lectins/metabolism , Mannans/chemistry , Mannans/metabolism , Molecular Sequence Data , Pore Forming Cytotoxic Proteins/genetics , Protein Binding , Protein Structure, Tertiary , Zebrafish , Zebrafish Proteins/genetics , Zebrafish Proteins/metabolism
7.
PLoS Biol ; 12(9): e1001946, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25203555

ABSTRACT

Structure-specific nucleases play crucial roles in many DNA repair pathways. They must be precisely controlled to ensure optimal repair outcomes; however, mechanisms of their regulation are not fully understood. Here, we report a fission yeast protein, Pxd1, that binds to and regulates two structure-specific nucleases: Rad16XPF-Swi10ERCC1 and Dna2-Cdc24. Strikingly, Pxd1 influences the activities of these two nucleases in opposite ways: It activates the 3' endonuclease activity of Rad16-Swi10 but inhibits the RPA-mediated activation of the 5' endonuclease activity of Dna2. Pxd1 is required for Rad16-Swi10 to function in single-strand annealing, mating-type switching, and the removal of Top1-DNA adducts. Meanwhile, Pxd1 attenuates DNA end resection mediated by the Rqh1-Dna2 pathway. Disabling the Dna2-inhibitory activity of Pxd1 results in enhanced use of a break-distal repeat sequence in single-strand annealing and a greater loss of genetic information. We propose that Pxd1 promotes proper DNA repair by differentially regulating two structure-specific nucleases.


Subject(s)
DNA Repair , DNA, Fungal/genetics , Flap Endonucleases/genetics , Gene Expression Regulation, Fungal , Schizosaccharomyces pombe Proteins/genetics , Schizosaccharomyces/genetics , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , DNA Damage , DNA Helicases/genetics , DNA Helicases/metabolism , DNA Topoisomerases, Type I/genetics , DNA Topoisomerases, Type I/metabolism , DNA, Fungal/metabolism , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Flap Endonucleases/antagonists & inhibitors , Flap Endonucleases/metabolism , Protein Binding , Schizosaccharomyces/enzymology , Schizosaccharomyces pombe Proteins/agonists , Schizosaccharomyces pombe Proteins/antagonists & inhibitors , Schizosaccharomyces pombe Proteins/metabolism , Signal Transduction
8.
Anal Chem ; 88(8): 4461-9, 2016 Apr 19.
Article in English | MEDLINE | ID: mdl-27010980

ABSTRACT

Chemical cross-linking of proteins coupled with mass spectrometry (CXMS) is a powerful tool to study protein folding and to map the interfaces between interacting proteins. The most commonly used cross-linkers in CXMS are BS(3) and DSS, which have similar structures and generate the same linkages between pairs of lysine residues in spatial proximity. However, there are cases where no cross-linkable lysine pairs are present at certain regions of a protein or at the interface of two interacting proteins. In order to find the cross-linkers that can best complement the performance of BS(3) and DSS, we tested seven additional cross-linkers that either have different spacer arm structures or that target different amino acids (BS(2)G, EGS, AMAS, GMBS, Sulfo-GMBS, EDC, and TFCS). Using BSA, aldolase, the yeast H/ACA protein complex, and E. coli 70S ribosomes, we showed that, in terms of providing structural information not obtained through the use of BS(3) and DSS, EGS and Sulfo-GMBS worked better than the other cross-linkers that we tested. EGS generated a large number of cross-links not seen with the other amine-specific cross-linkers, possibly due to its hydrophilic spacer arm. We demonstrate that incorporating the cross-links contributed by the EGS and amine-sulfhydryl cross-linkers greatly increased the accuracy of Rosetta in docking the structure of the yeast H/ACA protein complex. Given the improved depth of useful information it can provide, we suggest that the multilinker CXMS approach should be used routinely when the amount of a sample permits.


Subject(s)
Cross-Linking Reagents/chemistry , Mass Spectrometry/methods , Proteins/analysis , Proteins/chemistry , Models, Molecular , Protein Conformation , Protein Folding
9.
Nat Methods ; 9(9): 904-6, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22772728

ABSTRACT

We have developed pLink, software for data analysis of cross-linked proteins coupled with mass-spectrometry analysis. pLink reliably estimates false discovery rate in cross-link identification and is compatible with multiple homo- or hetero-bifunctional cross-linkers. We validated the program with proteins of known structures, and we further tested it on protein complexes, crude immunoprecipitates and whole-cell lysates. We show that it is a robust tool for protein-structure and protein-protein-interaction studies.


Subject(s)
Cross-Linking Reagents/chemistry , Peptides/analysis , Peptides/chemistry , Proteomics/methods , Algorithms , Animals , Caenorhabditis elegans/chemistry , Chromatography, High Pressure Liquid , Data Interpretation, Statistical , Databases, Protein , Escherichia coli/chemistry , False Positive Reactions , Humans , Mass Spectrometry , Models, Molecular , Protein Binding , Protein Conformation , Reproducibility of Results , Software
10.
Nat Commun ; 15(1): 2727, 2024 Mar 28.
Article in English | MEDLINE | ID: mdl-38548791

ABSTRACT

Piwi-interacting RNAs (piRNAs) are genomically encoded small RNAs that engage Piwi Argonaute proteins to direct mRNA surveillance and transposon silencing. Despite advances in understanding piRNA pathways and functions, how the production of piRNA is regulated remains elusive. Here, using a genetic screen, we identify casein kinase II (CK2) as a factor required for piRNA pathway function. We show that CK2 is required for the localization of PRG-1 and for the proper localization of several factors that comprise the 'upstream sequence transcription complex' (USTC), which is required for piRNA transcription. Loss of CK2 impairs piRNA levels suggesting that CK2 promotes USTC function. We identify the USTC component twenty-one-U fouled-up 4 (TOFU-4) as a direct substrate for CK2. Our findings suggest that phosphorylation of TOFU-4 by CK2 promotes the assembly of USTC and piRNA transcription. Notably, during the aging process, CK2 activity declines, resulting in the disassembly of USTC, decreased piRNA production, and defects in piRNA-mediated gene silencing, including transposons silencing. These findings highlight the significance of posttranslational modification in regulating piRNA biogenesis and its implications for the aging process. Overall, our study provides compelling evidence for the involvement of a posttranslational modification mechanism in the regulation of piRNA biogenesis.


Subject(s)
Drosophila Proteins , Soy Foods , Animals , Piwi-Interacting RNA , RNA, Small Interfering/metabolism , Casein Kinase II/genetics , Casein Kinase II/metabolism , Phosphorylation , Argonaute Proteins/genetics , Argonaute Proteins/metabolism , Drosophila Proteins/metabolism , Drosophila melanogaster/genetics
11.
bioRxiv ; 2023 Aug 10.
Article in English | MEDLINE | ID: mdl-37609319

ABSTRACT

Piwi-interacting RNAs (piRNAs) are genomically encoded small RNAs that engage Piwi Argonaute proteins to direct mRNA surveillance and transposon silencing. Despite advances in understanding piRNA pathways and functions, how the production of piRNA is regulated remains elusive. Here, using a genetic screen, we identify casein kinase II (CK2) as a factor required for piRNA pathway function. We show that CK2 is required for the localization of PRG-1 and for the proper localization of several factors that comprise the 'upstream sequence transcription complex' (USTC), which is required for piRNA transcription. Loss of CK2 impairs piRNA levels suggesting that CK2 promotes USTC function. We identify the USTC component twenty-one-U fouled-up 4 (TOFU-4) as a direct substrate for CK2. Our findings suggest that phosphorylation of TOFU-4 by CK2 promotes the assembly of USTC and piRNA transcription. Notably, during the aging process, CK2 activity declines, resulting in the disassembly of USTC, decreased piRNA production, and defects in piRNA-mediated gene silencing, including transposons silencing. These findings highlight the significance of posttranslational modification in regulating piRNA biogenesis and its implications for the aging process. Overall, our study provides compelling evidence for the involvement of a posttranslational modification mechanism in the regulation of piRNA biogenesis.

12.
Cell Rep ; 42(5): 112408, 2023 05 30.
Article in English | MEDLINE | ID: mdl-37083324

ABSTRACT

Argonaute/small RNA pathways and heterochromatin work together to propagate transgenerational gene silencing, but the mechanisms behind their interaction are not well understood. Here, we show that induction of heterochromatin silencing in C. elegans by RNAi or by artificially tethering pathway components to target RNA causes co-localization of target alleles in pachytene nuclei. Tethering the nuclear Argonaute WAGO-9/HRDE-1 induces heterochromatin formation and independently induces small RNA amplification. Consistent with this finding, HRDE-1, while predominantly nuclear, also localizes to peri-nuclear nuage domains, where amplification is thought to occur. Tethering a heterochromatin-silencing factor, NRDE-2, induces heterochromatin formation, which subsequently causes de novo synthesis of HRDE-1 guide RNAs. HRDE-1 then acts to further amplify small RNAs that load on downstream Argonautes. These findings suggest that HRDE-1 plays a dual role, acting upstream to initiate heterochromatin silencing and downstream to stimulate a new cycle of small RNA amplification, thus establishing a self-enforcing mechanism that propagates gene silencing to future generations.


Subject(s)
Caenorhabditis elegans Proteins , Caenorhabditis elegans , Animals , Caenorhabditis elegans/genetics , Caenorhabditis elegans/metabolism , Heterochromatin/metabolism , RNA, Small Interfering/metabolism , Caenorhabditis elegans Proteins/genetics , Caenorhabditis elegans Proteins/metabolism , Cell Nucleus/metabolism , RNA Interference , Argonaute Proteins/genetics , Argonaute Proteins/metabolism
13.
Elife ; 102021 05 18.
Article in English | MEDLINE | ID: mdl-34003109

ABSTRACT

Eukaryotic cells use guided search to coordinately control dispersed genetic elements. Argonaute proteins and their small RNA cofactors engage nascent RNAs and chromatin-associated proteins to direct transcriptional silencing. The small ubiquitin-like modifier (SUMO) has been shown to promote the formation and maintenance of silent chromatin (called heterochromatin) in yeast, plants, and animals. Here, we show that Argonaute-directed transcriptional silencing in Caenorhabditis elegans requires SUMOylation of the type 1 histone deacetylase HDA-1. Our findings suggest how SUMOylation promotes the association of HDAC1 with chromatin remodeling factors and with a nuclear Argonaute to initiate de novo heterochromatin silencing.


Subject(s)
Argonaute Proteins/genetics , Caenorhabditis elegans/genetics , Histone Deacetylase 1/genetics , Histone Deacetylase 1/metabolism , Sumoylation , Transcription, Genetic , Animals , Argonaute Proteins/metabolism , Chromatin Assembly and Disassembly , Gene Silencing , Heterochromatin/genetics , Heterochromatin/metabolism , RNA Interference , RNA, Small Interfering
14.
Elife ; 102021 05 18.
Article in English | MEDLINE | ID: mdl-34003111

ABSTRACT

Germlines shape and balance heredity, integrating and regulating information from both parental and foreign sources. Insights into how germlines handle information have come from the study of factors that specify or maintain the germline fate. In early Caenorhabditis elegans embryos, the CCCH zinc finger protein PIE-1 localizes to the germline where it prevents somatic differentiation programs. Here, we show that PIE-1 also functions in the meiotic ovary where it becomes SUMOylated and engages the small ubiquitin-like modifier (SUMO)-conjugating machinery. Using whole-SUMO-proteome mass spectrometry, we identify HDAC SUMOylation as a target of PIE-1. Our analyses of genetic interactions between pie-1 and SUMO pathway mutants suggest that PIE-1 engages the SUMO machinery both to preserve the germline fate in the embryo and to promote Argonaute-mediated surveillance in the adult germline.


Subject(s)
Caenorhabditis elegans Proteins/genetics , Caenorhabditis elegans Proteins/metabolism , Caenorhabditis elegans/genetics , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , RNA, Small Interfering/genetics , Sumoylation/genetics , Animals , Argonaute Proteins/genetics , Argonaute Proteins/metabolism , Caenorhabditis elegans/metabolism , Cell Differentiation , Female , Meiosis , Ovum , RNA, Small Interfering/metabolism
15.
World J Clin Cases ; 9(24): 7032-7042, 2021 Aug 26.
Article in English | MEDLINE | ID: mdl-34540958

ABSTRACT

BACKGROUND: Coronavirus disease 2019 (COVID-19) is a serious infection caused by the new coronavirus severe acute respiratory syndrome coronavirus 2. The disease was first identified in December 2019 and has caused significant morbidity and mortality worldwide. AIM: To explore the clinical characteristics and treatments for COVID-19 in the Qinghai-Tibetan Plateau Area in China. METHODS: We retrospectively analyzed the blood cell counts (neutrophils and lymphocytes), blood gas analysis, and thoracic computed tomography changes of patients from Qinghai Province before, during, and after treatment (January 23, 2020 to February 21, 2020). In addition, we summarized and analyzed the information of critical patients. All data were analyzed using SPSS 17.0 (SPSS Inc., Chicago, IL, United States). The quantitative and count variables are represented as the mean ± SD and n (%), respectively. RESULTS: The main symptoms and signs of patients with COVID-19 were fever, dry cough, cough with phlegm, difficulty breathing, and respiratory distress with a respiration rate ≥ 30 times/min, finger oxygen saturation ≤ 93% in the resting state, and oxygenation index less than 200 but greater than 100 (after altitude correction). Eighteen patients with COVID-19, of whom three were critical, and the others were in a mild condition, were included. The main manifestations included fever, dry cough, and fatigue. Three patients developed difficulty breathing and had a fever. They were eventually cured and discharged. Adjuvant examinations showed one case with reduced white cell count (6%) (< 4 × 109/L), six with reduced count of lymphocytes (33%) (< 0.8 × 109/L), and one with abnormal blood glucose level. All 18 patients were discharged, and no death occurred. CONCLUSION: Our findings provide critical insight into assessing the clinical diagnosis and treatment for COVID-19 in the Tibetan plateau area.

16.
Nat Commun ; 10(1): 3911, 2019 09 02.
Article in English | MEDLINE | ID: mdl-31477730

ABSTRACT

Chemical cross-linking of proteins coupled with mass spectrometry analysis (CXMS) is widely used to study protein-protein interactions (PPI), protein structures, and even protein dynamics. However, structural information provided by CXMS is still limited, partly because most CXMS experiments use lysine-lysine (K-K) cross-linkers. Although superb in selectivity and reactivity, they are ineffective for lysine deficient regions. Herein, we develop aromatic glyoxal cross-linkers (ArGOs) for arginine-arginine (R-R) cross-linking and the lysine-arginine (K-R) cross-linker KArGO. The R-R or K-R cross-links generated by ArGO or KArGO fit well with protein crystal structures and provide information not attainable by K-K cross-links. KArGO, in particular, is highly valuable for CXMS, with robust performance on a variety of samples including a kinase and two multi-protein complexes. In the case of the CNGP complex, KArGO cross-links covered as much of the PPI interface as R-R and K-K cross-links combined and improved the accuracy of Rosetta docking substantially.


Subject(s)
Arginine/chemistry , Cross-Linking Reagents/chemistry , Lysine/chemistry , Mass Spectrometry/methods , Proteins/chemistry , Algorithms , Arginine/metabolism , Lysine/metabolism , Models, Molecular , Molecular Structure , Peptides/chemistry , Peptides/metabolism , Protein Conformation , Protein Interaction Maps , Proteins/metabolism
17.
Nat Commun ; 10(1): 3404, 2019 07 30.
Article in English | MEDLINE | ID: mdl-31363125

ABSTRACT

We describe pLink 2, a search engine with higher speed and reliability for proteome-scale identification of cross-linked peptides. With a two-stage open search strategy facilitated by fragment indexing, pLink 2 is ~40 times faster than pLink 1 and 3~10 times faster than Kojak. Furthermore, using simulated datasets, synthetic datasets, 15N metabolically labeled datasets, and entrapment databases, four analysis methods were designed to evaluate the credibility of ten state-of-the-art search engines. This systematic evaluation shows that pLink 2 outperforms these methods in precision and sensitivity, especially at proteome scales. Lastly, re-analysis of four published proteome-scale cross-linking datasets with pLink 2 required only a fraction of the time used by pLink 1, with up to 27% more cross-linked residue pairs identified. pLink 2 is therefore an efficient and reliable tool for cross-linking mass spectrometry analysis, and the systematic evaluation methods described here will be useful for future software development.


Subject(s)
Peptides/chemistry , Proteome/chemistry , Search Engine/methods , Algorithms , Animals , Databases, Protein , Humans , Proteomics , Software
18.
Nat Biotechnol ; 2018 Oct 08.
Article in English | MEDLINE | ID: mdl-30295672

ABSTRACT

We present a sequence-tag-based search engine, Open-pFind, to identify peptides in an ultra-large search space that includes coeluting peptides, unexpected modifications and digestions. Our method detects peptides with higher precision and speed than seven other search engines. Open-pFind identified 70-85% of the tandem mass spectra in four large-scale datasets and 14,064 proteins, each supported by at least two protein-unique peptides, in a human proteome dataset.

19.
Cell Biosci ; 7: 15, 2017.
Article in English | MEDLINE | ID: mdl-28344766

ABSTRACT

BACKGROUND: Lysine-specific histone demethylase 1 (LSD1) modulates chromatin status through demethylation of H3K4 and H3K9. It has been demonstrated that LSD1 is hyperphosphorylated and dissociates from chromatin during mitosis. However, the molecular mechanism of LSD1 detachment is unknown. RESULTS: In this report, we found that polo-like kinase 1 (PLK1) directly interacted with LSD1 and phosphorylated LSD1 at Ser-126 . Nocodazole-induced metaphase arrest promoted release of LSD1 from chromatin, and the phosphorylation-defective mutant LSD1 (S126A) failed to dissociate from chromatin upon nocodazole treatment. CONCLUSIONS: Taken together, our findings demonstrate that phosphorylation of LSD1 at Ser-126 by PLK1 promotes its release from chromatin during mitosis.

20.
Biophys Rep ; 3(4): 100-108, 2017.
Article in English | MEDLINE | ID: mdl-29238747

ABSTRACT

Chemical cross-linking coupled with mass spectroscopy (CXMS) is a powerful technique for investigating protein structures. CXMS has been mostly used to characterize the predominant structure for a protein, whereas cross-links incompatible with a unique structure of a protein or a protein complex are often discarded. We have recently shown that the so-called over-length cross-links actually contain protein dynamics information. We have thus established a method called DynaXL, which allow us to extract the information from the over-length cross-links and to visualize protein ensemble structures. In this protocol, we present the detailed procedure for using DynaXL, which comprises five steps. They are identification of highly confident cross-links, delineation of protein domains/subunits, ensemble rigid-body refinement, and final validation/assessment. The DynaXL method is generally applicable for analyzing the ensemble structures of multi-domain proteins and protein-protein complexes, and is freely available at www.tanglab.org/resources.

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