| Literature DB >> 32130365 |
Isabel Cristina Castellanos1, Eliana Patricia Calvo2, Moisés Wasserman3.
Abstract
BACKGROUND: Ubiquitin (Ub) and Ub-like proteins (Ub-L) are critical regulators of complex cellular processes such as the cell cycle, DNA repair, transcription, chromatin remodeling, signal translation, and protein degradation. Giardia intestinalis possesses an experimentally proven Ub-conjugation system; however, a limited number of enzymes involved in this process were identified using basic local alignment search tool (BLAST). This is due to the limitations of BLAST's ability to identify homologous functional regions when similarity between the sequences dips to < 30%. In addition Ub-Ls and their conjugating enzymes have not been fully elucidated in Giardia. OBJETIVE: To identify the enzymes involved in the Ub and Ub-Ls conjugation processes using intelligent systems based on the hidden Markov models (HMMs).Entities:
Mesh:
Substances:
Year: 2020 PMID: 32130365 PMCID: PMC7029713 DOI: 10.1590/0074-02760190242
Source DB: PubMed Journal: Mem Inst Oswaldo Cruz ISSN: 0074-0276 Impact factor: 2.743
Pfam hidden Markov models (HMMs) profiles used as queries against Giardia proteome database
| Domain | Profile | |
| Ubiquitin Ub _L | Ubiquitin | PF00240;PF14560; PF14836 |
| Ribosomal L40e | PF01020 | |
| Ribosomal S27a | PF01599 | |
| This | PF02597 | |
| ATG8 | PF02990 | |
| ATG12 | PF04110 | |
| UFM1 | PF03671 | |
| URM1 | PF09138 | |
| Activating enzymes | ThiF family | PF00899 |
| Uba 5 | PF16190 | |
| Ubiquitin fold domain | PF09358 | |
| Ubiquitin activating | PF16195 | |
| SUMO activating | PF14732 | |
| Conjugating enzymes | UQ_con | PF00179 |
| UFC1 | PF08694 | |
| UAE | PF14732; PF08694 | |
| HECT ligases | HECT | PF00632; PF11547 |
| RING ligases | zf-C3HC4 | PF00097; PF13920; PF13923; PF15227; PF09743; PF15815; PF01485; PF16562; PF09288; PF12483; PF14496; PF16685; PF15926; PF09046; PF15303; |
| zf-C2H2 | PF00096 | |
| zf-RING_UBOX, | PF13445 | |
| BRE1 | PF08647 | |
| Zf-B-box | PF00643 | |
| Zinc finger, ZZ type | PF00569 | |
| Zf- MYND | PF01753 | |
| Zf-UBR | PF02207 | |
| U-box domain | PF04564 | |
| PHD-finger | PF00628;PF13831; PF16866; | |
| F-box; | PF00646 | |
| APC10 | PF03256 | |
| APC13p | PF05839 | |
| APC15p | PF05841 | |
| APC subunit 2 | PF08672 | |
| Cullin family | PF00888 | |
| Skp1 family | PF01466; PF09743 | |
| UFM1 ligase | SSF57850 Superfamily DB | |
| RING/U-box, | ||
| Deubiquitinating (DUB) | UCH | PF01088, PF00443; PF06337 |
| OTU | PF02338 | |
| PPPDE | PF05903 | |
| Peptidase family C78 | PF07910 | |
| MINDY | PF13898 |
Proteins identified by profile hidden Markov models (HMMs) search
| Group | Class | BLASTP reciprocal best-hit | |||||
| Gen ID | Reference | Protein | Organism | Similarity (%) | Identity (%) | ||
| Ubiquitin | Ub | GL50803_8843 | 8 | Ubiquitin |
| 70 | 39 |
| UbL40 | GL50803_5665 | 9 | Ubiquitin-60S ribosomal protein L40 |
| 69 | 48 | |
| UbS27 | GL50803_16298 | 10 | Ubiquitin-40S ribosomal protein S27a |
| 72 | 57 | |
| Ubiquitin | SUMO | GL50803_7760 | 13 | Small ubiquitin-related modifier 1 (SUMO) |
| 64 | 47 |
| NEDD8 | GL50803_7110 | Related to Ubiquitin 1(RUB 1) or NEDD8 |
| 95 | 84 | ||
| URM1 | GL50803_11884 | 11 | Ubiquitin-related modifier 1 (URM1) |
| 55 | 35 | |
| UFM1 | GL50803_104982 | Ubiquitin-fold modifier 1 (UFM1) |
| 51 | 29 | ||
| E1 | UBA1 | GL50803_10661 | 10 | Ubiquitin-activating enzyme E1 |
| 52 | 35 |
| E1- | UBA2 | GL50803_6288 | 13 | SUMO-activating enzyme subunit 2 |
| 46 | 23 |
| UBA3 | GL50803_4083 | NEDD8-activating enzyme E1 catalytic subunit |
| 49 | 31 | ||
| UBA4 | GL50803_12853 | Adenylyltransferase and sulfurtransferase UBA4 |
| 55 | 39 | ||
| MoeB | GL50803_11436 | Molybdopterin biosynthesis MoeB protein |
| 67 | 49 | ||
| E2 | GL50803_15252 | 10 | Ubiquitin-conjugating enzyme E2 5A |
| 76 | 64 | |
| GL50803_12950 | 10 | Ubiquitin-conjugating enzyme E2 2 |
| 63 | 45 | ||
| GL50803_15162 | 10 | Ubiquitin-conjugating enzyme E2 2 |
| 66 | 48 | ||
| GL50803_3978 | 9 | Ubiquitin-conjugating enzyme E2 PEX 4 |
| 60 | 41 | ||
| GL50803_27055 | 10 | Ubiquitin-conjugating enzyme E2 S |
| 61 | 30 | ||
| GL50803_6524 | 9 | Ubiquitin-conjugating enzyme E2 J2 |
| 59 | 41 | ||
| GL50803_3171 | 9 | Ubiquitin-conjugating enzyme E2 UBC14 |
| 73 | 54 | ||
| GL50803_2876 | 10 | Ubiquitin-conjugating enzyme E2 UBC2 |
| 69 | 48 | ||
| GL50803_5921 | 10 | Ubiquitin-conjugating enzyme E2 J2 |
| 61 | 39 | ||
| GL50803_31576 | 9 | NEDD8-conjugating enzyme UBC12 |
| 58 | 33 | ||
| GL50803_24068 | 9 | SUMO-conjugating enzymeUBC9 |
| 68 | 55 | ||
| GL50803_8638 | ubiquitin-conjugating enzyme UBC6 |
| 64 | 43 | |||
| E3 | HECT | GL50803_137754 | 10 | E3 Ubiquitin protein ligase E3A |
| 54 | 36 |
| GL50803_17386 | 10 | E6AP HECT Catalitic domain E3 Ligase |
| 53 | 34 | ||
| GL50803_16321 | E3 ubiquitin protein ligase Pub1 |
| 45 | 28 | |||
| GL50803_32730 | HECT-type E3 ubiquitin transferase |
| 44 | 31 | |||
| GL50803_3117 | HECT type ubiquitin ligase |
| 47 | 31 | |||
| RING finger domain: Zf-C3HC4 | GL50803_16541 | E3 ligase XBAT32; Ankyrin repeat domain and RING finger |
| 46 | 29 | ||
| GL50803_4843 | E3 ligase XBAT33 |
| 44 | 30 | |||
| GL50803_16227 | E3 ligase XBAT33 |
| 44 | 33 | |||
| GL50803_14203 | E3 ligase-XBOS33 |
| 41 | 30 | |||
| GL50803_17552 | E3 ligase XBAT34 |
| 49 | 32 | |||
| GL50803_4320 | E3 ligase XBOS36 |
| 38 | 26 | |||
| GL50803_10605 | E3 ligase XBOS31 |
| 46 | 34 | |||
| GL50803_14934 | Ser/Thr-protein kinase NEK7; |
| 49 | 32 | |||
| GL50803_2351 | E3 ubiquitin-protein ligase mind-bomb |
| 53 | 37 | |||
| GL50803_6284 | E3 ubiquitin-protein ligase mind-bomb |
| 46 | 31 | |||
| GL50803_21799 | E3 ubiquitin-protein ligase mind-bomb |
| 41 | 25 | |||
| GL50803_33807 | E3 ubiquitin-protein ligase mind-bomb 1 (MIB1) |
| 47 | 31 | |||
| GL50803_6602 | E3 ubiquitin-protein ligase MIB1 |
| 45 | 28 | |||
| GL50803_4329 | E3 ubiquitin-protein ligase MIB1 |
| 43 | 23 | |||
| GL50803_10703 | E3 ubiquitin-protein ligase MIB1 |
| 44 | 28 | |||
| GL50803_8438 | E3 ubiquitin-protein ligase MIB1 |
| 41 | 26 | |||
| GL50803_89845 | E3 ubiquitin-protein ligase MIB1 |
| 41 | 25 | |||
| GL50803_115054 | E3 ubiquitin-protein ligase MIB 1 |
| 40 | 24 | |||
| GL50803_15412 | E3 ubiquitin-protein ligase MIB1 |
| 40 | 22 | |||
| GL50803_13901 | E3 ubiquitin-protein ligase Mind bomb 2 (MIB2) |
| 48 | 33 | |||
| GL50803_6650 | E3 ubiquitin-protein ligase MIB2 |
| 42 | 29 | |||
| GL50803_11389 | E3 ubiquitin-protein ligase MIB2 |
| 39 | 24 | |||
| GL50803_8325 | Baculoviral IAP Repeat-containing Protein 7; E3 Ligase BIRC3 |
| 71 | 50 | |||
| GL50803_14206 | Baculoviral IAP repeat-containing protein 2 |
| 61 | 45 | |||
| GL50803_7021 | Baculoviral IAP repeat-containing protein 2 |
| 50 | 34 | |||
| GL50803_94662 | Baculoviral IAP repeat-containing protein 2 |
| 46 | 28 | |||
| GL50803_6589 | Baculoviral IAP repeat-containing protein 1 |
| 58 | 43 | |||
| GL50803_113284 | E3 ubiquitin-protein ligase LUL4 |
| 60 | 39 | |||
| GL50803_92983 | E3 ubiquitin-protein ligase LUL4 | A. thaliana | 56 | 39 | |||
| GL50803_114442 | E3 ubiquitin-protein ligase LUL4 | A. thaliana | 56 | 39 | |||
| GL50803_17329 | E3 ubiquitin-protein ligase TRIM5 |
| 56 | 34 | |||
| GL50803_21233 | E3 ubiquitin-protein ligase TRIM38 |
| 39 | 23 | |||
| GL50803_34160 | E3 ubiquitin Tripartite motif-containing protein 43C |
| 58 | 42 | |||
| GL50803_4837 | E3 ubiquitin Tripartite motif-containing protein 46 |
| 56 | 36 | |||
| GL50803_95254 | E3 ubiquitin-protein ligase TRIM58 |
| 47 | 38 | |||
| GL50803_106320 | RING finger and CHY zinc finger domain E3 Pirh2 |
| 47 | 35 | |||
| GL50803_101011 | RING finger and CHY zinc finger domain E3 Pirh2 |
| 41 | 30 | |||
| GL50803_15187 | RING finger and CHY zinc finger domain- |
| 52 | 37 | |||
| GL50803_103659 | RING finger and CHY zinc finger domain- |
| 48 | 34 | |||
| GL50803_1774 | RING finger and CHY zinc finger domain- |
| 51 | 37 | |||
| GL50803_11054 | E3 ubiquitin-protein ligase RNF 168 |
| 63 | 45 | |||
| GL50803_3146 | E3 ubiquitin-protein ligase RNF 213 |
| 57 | 36 | |||
| GL50803_3279 | E3 ubiquitin-protein ligase RING1-like |
| 59 | 47 | |||
| GL50803_16157 | E3 RING finger protein |
| 45 | 27 | |||
| GL50803_15868 | E3 ubiquitin-protein ligase Zswim2 |
| 45 | 28 | |||
| GL50803_9850 | Postreplication repair E3 ubiquitin-protein ligase Rad18 |
| 49 | 35 | |||
| GL50803_14796 | E3 ubiquitin-protein ligase; PDZ protein 3 |
| 52 | 33 | |||
| GL50803_4343 | E3 ubiquitin-protein ligase hel2 (histone E3 ligase) |
| 46 | 32 | |||
| GL50803_95918 | E3 ubiquitin ligase bre1 |
| 57 | 36 | |||
| GL50803_8731 | 10 | E3 ubiquitin ligase RMA1 |
| 52 | 34 | ||
| GL50803_113625 | Transcriptional adapter 2-beta |
| 46 | 28 | |||
| GL50803_21398 | E3 ubiquitin-protein ligase ARI11 |
| 63 | 48 | |||
| GL50803_9155 | E3 ubiquitin-protein ligase RNF181 |
| 54 | 33 | |||
| GL50803_13737 | Probable E3 ubiquitin-protein ligase LUL4 |
| 51 | 34 | |||
| GL50803_11052 | Probable E3 ubiquitin-protein ligase LUL4 |
| 54 | 32 | |||
| GL50803_21792 | E3 ubiquitin-protein ligase SP1 |
| 54 | 37 | |||
| GL50803_4430 | E3 ubiquitin-protein ligase XIAP |
| 51 | 35 | |||
| GL50803_16687 | Baculoviral IAP repeat-containing protein 3 |
| 62 | 45 | |||
| GL50803_17109 | E3 ubiquitin transferase Pep5 |
| 47 | 27 | |||
| GL50803_11930 | SUMO-protein ligase pli1; MIZ/SP-RING |
| 54 | 33 | |||
| GL50803_10261 | SUMO-protein ligase PIAL2; MIZ/SP-RING |
| 46 | 25 | |||
| GL50803_21622 | RING finger protein 151 |
| 61 | 52 | |||
| GL50803_9807 | E3 ubiquitin-protein ligase PRT1/N-end rule pathway |
| 54 | 34 | |||
| GL50803_14241 | E3 ubiquitin-protein ligase PRT1/N-end rule pathway |
| 52 | 40 | |||
| GL50803_4897 | RING finger protein 32 |
| 44 | 26 | |||
| GL50803_16464 | Transmembrane E3 ubiquitin-protein ligase FLY1 |
| 54 | 33 | |||
| GL50803_4044 | Transmembrane E3 ubiquitin-protein ligase 1 TUL1 |
| 55 | 47 | |||
| GL50803_7356 | E3 ubiquitin-protein ligase LRSAM1 |
| 42 | 25 | |||
| GL50803_16475 | Structure-specific endonuclease subunit SLX1 |
| 50 | 36 | |||
| GL50803_8432 | E3 Ubiquitin ligase APC 11 / Ring Box protein 1 (RBX) |
| 44 | 28 | |||
| GL50803_8241 | RING-box protein 2 (RBX) / Nedd8 E3 Ligase |
| 55 | 39 | |||
| Zf-UBR | GL50803_13708 | 10 | E3 ubiquitin-protein ligase UBR1/E3 alfa |
| 53 | 39 | |
| Zf-B Box | GL50803_8140 | E3 ubiquitin-protein ligase arc-1 |
| 45 | 27 | ||
| Zf-Mynd | GL50803_17543 | Zinc finger MYND domain-containing protein 10 |
| 41 | 24 | ||
| GL50803_17492 | SET domain and MYND-type zinc finger protein 6 |
| 60 | 48 | |||
| PHD-finger | GL50803_15559 | Jade PHD finger protein 1 |
| 48 | 37 | ||
| GL50803_8381 | PHD-ARID4 (ARID domain-containing protein 4) |
| 44 | 33 | |||
| DUB | UCH | GL50803_14460 | 10 | Ubiquitin carboxyl-terminal hydrolase 4 |
| 46 | 32 |
| GL50803_16090 | 10 | Ubiquitin carboxyl-terminal hydrolase 8 |
| 39 | 26 | ||
| GL50803_5533 | 10 | Ubiquitin carboxyl-terminal hydrolase 17-like |
| 40 | 24 | ||
| GL50803_6317 | 9 | Ubiquitin carboxyl-terminal hydrolase 44 |
| 55 | 37 | ||
| GL50803_102710 | 9 | Ubiquitin carboxyl-terminal hydrolase 14 |
| 42 | 23 | ||
| GL50803_8189 | 10 | Ubiquitin carboxyl-terminal hydrolase 6 |
| 41 | 24 | ||
| GL50803_16438 | 13 | Sentrin specific protease SENP5 (SUMOylase 1) |
| 52 | 29 | ||
| GL50803_10218 | Ubiquitin carboxyl-terminal hydrolase L3 (deNEDDylase) |
| 42 | 22 | |||
| JAMM/ MPN | GL50803_16823 | 11 | Ubiquitin carboxyl-terminal hydrolase RPN11 |
| 59 | 39 | |
| PPPDE | GL50803_24425 | 12 | Desumoylating isopeptidase 1 |
| 64 | 40 | |
| OTU | GL50803_88556 | Otubain |
| 41 | 21 | ||
| MINDY | GL50803_7349 | Ubiquitin carboxyl-terminal hydrolase MINDY-4 |
| 47 | 31 | ||
Fig. 1:homology modeling and evaluation of Ubiquitin (Ub) and Ub-like proteins (Ub-Ls) structures. Three-dimensional structure of proteins was determined using the homology modeling program Phyre2*, whereas the reliability of the model was assessed via Ramachandran plot analysis†. Ribbon diagrams and quality plots are shown. Red color areas indicate the favored regions, yellow color areas indicate the allowed regions, and white colour areas indicate the generously allowed regions. Statistical parameters are listed in the table underneath. Overall quality score was calculated via ProSA‡. For each model, the z-score was within the range of scores of all experimentally determined proteins in the current PDB.
Fig. 2:multiple sequence alignment for activating enzymes. Sequence alignment was developed for UBA3 sequences from Toxolplasma gondii, Plasmodium falciparum, Saccharomyces cerevisiae, Schizosaccharomyces pombe, Mus musculus, Homo sapiens, and GL50803_4083. For UBA 4 and MoeB alignment, sequences from Entamoeba histolytica, Plasmodium Knowlesi, Leishmania donovani, Trypanosoma brucei, S. cerevisiae, S. pombe, M. musculus, H. sapiens, Bacilus subtilis, Salmonella typhimurium, Escherichia coli, Thermus thermophiles, GL50803_12853 and GL50803_11436 were analyzed. The ATP binding site and catalytic cysteine at the activation domain are indicated.
Fig. 3:phylogenetic analysis of ankyrin-really interesting new gene (RING) E3 Ligases. Multiple sequence alignment was generated using CLUSTAL Omega; sequences from Oryza sativa (XB31,32,33,35,36), Arabidopsis thaliana (XB31,32,33), Drosophila melanogaster (MIB_DROME), Mus musculus (MIB1_MOUSE), Xenopus laevis (MIB1_XENLA), Gallus gallus (MIB2_CHICK), Danio rerio (MIB1_DANRE), and Homo sapiens (MIB1_HUMAN) were taken from UniProt. Accession numbers for the sequences are indicated. The phylogenetic tree was constructed using the MEGA7 program using the neighbor-joining method at 1000 bootstrap replicates.
Fig. 4:domain architecture of really interesting new gene (RING) E3 ligases. Domain architectures were predicted using the SMART database available at http://smart.embl-heidelberg.de/. The full protein is colored in gray; the low complexity region is indicated by the pink rectangle. The other domains identified are shown in different shapes and colours.
Fig. 5:gene expression analysis. RNA-seq data of the trophozoite stage was evaluated. Genes with FPKM > 0.5 were classified into four groups according to their transcription levels.