Evolutionary Insights into the Length Variation of DNA Damage Response Proteins Across Eukaryotes
Language English Country England, Great Britain Media print
Document type Journal Article
Grant support
Wellcome Trust - United Kingdom
PubMed
40388363
PubMed Central
PMC12134460
DOI
10.1093/gbe/evaf089
PII: 8137910
Knihovny.cz E-resources
- Keywords
- DNA damage signalling, DNA lesions, genome compaction, intracellular parasites, protein length,
- MeSH
- Eukaryota * genetics MeSH
- Phylogeny MeSH
- Humans MeSH
- Microsporidia genetics MeSH
- Evolution, Molecular * MeSH
- DNA Repair * MeSH
- DNA Damage * MeSH
- Check Tag
- Humans MeSH
- Publication type
- Journal Article MeSH
Across the tree of life, DNA damage response (DDR) proteins play a pivotal, yet dichotomous role in organismal development and evolution. Here, we present a comprehensive analysis of 432 DDR proteins encoded by 68 genomes, including that of Nucleospora cyclopteri, an intranuclear microsporidia sequenced in this study. We compared the DDR proteins encoded by these genomes to those of humans to uncover the DNA repair-ome across phylogenetically distant eukaryotes. We also performed further analyses to understand if organismal complexity and lifestyle play a role in the evolution of DDR protein length and conserved domain architecture. We observed that the genomes of extreme parasites such as Paramicrocytos, Giardia, Spironucleus, and certain microsporidian lineages encode the smallest eukaryotic repertoire of DDR proteins and that pathways involved in modulation of nucleotide pools and nucleotide excision repair are the most preserved DDR pathways in the eukaryotic genomes analysed here. We found that DDR and DNA repair proteins are consistently longer than housekeeping and metabolic proteins. This is likely due to the higher number of physical protein-protein interactions which DDR proteins are involved. We find that although DNA repair proteins are generally longer than housekeeping proteins, their functional domains occupy a relatively smaller footprint. Notably, this pattern holds true across diverse organisms and shows no dependence on either lifestyle or mitochondrial status. Finally, we observed that unicellular organisms harbour proteins that are tenfold longer than their human homologues, with the extra amino acids forming interdomain regions with a clearly novel albeit undetermined function.
Department of Biology University of Oxford Oxford UK
Faculty of Sciences University of South Bohemia České Budějovice 370 05 Czechia
Fish Disease Laboratory Institute for Experimental Pathology University of Iceland Reykjavík Iceland
Institute of Parasitology Biology Centre Czech Academy of Sciences České Budejovice Czechia
Life Science Research Centre Faculty of Science University of Ostrava Ostrava Czechia
See more in PubMed
Abramson J, Adler J, Dunger J, Evans R, Green T, Pritzel A, Ronneberger O, Willmore L, Ballard AJ, Bambrick J, et al. Accurate structure prediction of biomolecular interactions with AlphaFold 3. Nature. 2024:630(8016):493–993. PubMed PMC
Adam RD. The Giardia lamblia genome. Int J for Parasitol. 2000:30(4):475–484. 10.1016/S0020-7519(99)00191-5. PubMed DOI
Adam RD. Biology of Giardia lamblia. Clin Microbiol Rev. 2001:14(3):447–475. 10.1128/CMR.14.3.447-475.2001. PubMed DOI PMC
Agarwala R, Barrett T, Beck J, Benson DA, Bollin C, Bolton E. Database resources of the national center for biotechnology information. Nucleic Acids Res. 2018:46(D1):D8–D13. 10.1093/nar/gkx1095. PubMed DOI PMC
Andrews S. 2010. FastQC: a quality control tool for high throughput sequence data. https://www.bioinformatics.babraham.ac.uk/projects/fastqc/. Accessed: 2018 September 15
Aurrecoechea C, Barreto A, Basenko EY, Brestelli J, Brunk BP, Cade S, Crouch K, Doherty R, Falke D, Fischer S, et al. EuPathDB: the eukaryotic pathogen genomics database resource. Nucleic acids Res. 2017:45(D1):D581–D591. 10.1093/nar/gkw1105. PubMed DOI PMC
Balajee AS, Bohr VA. Genomic heterogeneity of nucleotide excision repair. Gene. 2000(1–2):15–30. 10.1016/s0378-1119(00)00172-4. PubMed DOI
Barta N, Ördög N, Pantazi V, Berzsenyi I, Borsos BN, Majoros H, Páhi ZG, Ujfaludi Z, Pankotai T. Identifying suitable reference gene candidates for quantification of DNA damage-induced cellular responses in human U2OS cell culture system. Biomol. 2023:13:1523. 10.3390/biom13101523. PubMed DOI PMC
Baum KF, Berens RL, Marr JJ, Harrington JA, Spector T. Purine deoxynucleoside salvage in Giardia lamblia. J Biol Chem. 1989:264(35):21087–21090. 10.1016/S0021-9258(19)30049-3. PubMed DOI
Beznoussenko GV, Dolgikh VV, Seliverstova EV, Semenov PB, Tokarev YS, Trucco A, Micaroni M, Di Giandomenico D, Auinger P, Senderskiy IV, et al. Analogs of the Golgi complex in microsporidia: structure and avesicular mechanisms of function. J Cell Sci. 2007:120(7):1288–1298. 10.1242/jcs.03402. PubMed DOI
Björklund ÅK, Ekman D, Elofsson A. Expansion of protein domain repeats. PLoS Comput Biol. 2006:2(8):e114. 10.1371/journal.pcbi.0020114. PubMed DOI PMC
Bleuyard J-Y, Gallego ME, Savigny F, White CI. Differing requirements for the Arabidopsis Rad51 paralogs in meiosis and DNA repair. Plant J. 2005:41(4):533–545. 10.1111/j.1365-313X.2004.02318.x. PubMed DOI
Butenko A, Opperdoes FR, Flegontova O, Horák A, Hampl V, Keeling P, Gawryluk RMR, Tikhonenkov D, Flegontov P, Lukeš J. Evolution of metabolic capabilities and molecular features of diplonemids, kinetoplastids, and euglenids. BMC Biol. 2020:18(1). 10.1186/s12915-020-0754-1. PubMed DOI PMC
Callejas-Hernández F, Gutierrez-Nogues Á, Rastrojo A, Gironès N, Fresno M. Analysis of mRNA processing at whole transcriptome level, transcriptomic profile and genome sequence refinement of Trypanosoma cruzi. Sci Rep. 2019:9(1):1–11. 10.1038/s41598-019-53924-6. PubMed DOI PMC
Campbell SE, Williams TA, Yousuf A, Soanes DM, Paszkiewicz KH, Williams BAP. The genome of Spraguea lophii and the basis of host-microsporidian interactions. PLoS Genet. 2013:9(8):e1003676. 10.1371/journal.pgen.1003676. PubMed DOI PMC
Capella-Gutierrez S, Silla-Martinez JM, Gabaldon T. Trimal: a tool for automated alignment trimming in large-scale phylogenetic analyses. Bioinformatics. 2009:25(15):1972–1973. 10.1093/bioinformatics/btp348. PubMed DOI PMC
Cavalier-Smith T. Economy, speed and size matter: evolutionary forces driving nuclear genome miniaturization and expansion. Ann Bot. 2005:95(1):147–175. 10.1093/aob/mci010. PubMed DOI PMC
Cervantes-Gracia K, Gramalla-Schmitz A, Weischedel J, Chahwan R. APOBECs orchestrate genomic and epigenomic editing across health and disease. Trends Genet. 2021:37(11):1028–1043. 10.1016/j.tig.2021.07.003. PubMed DOI
Corradi N, Pombert J-F, Farinelli L, Didier ES, Keeling PJ. The complete sequence of the smallest known nuclear genome from the microsporidian Encephalitozoon intestinalis. Nat Commun. 2010:1(1):77. 10.1038/ncomms1082. PubMed DOI PMC
Corsaro D, Walochnik J, Venditti D, Steinmann J, Müller K-D, Michel R. Microsporidia-like parasites of amoebae belong to the early fungal lineage Rozellomycota. Parasitol Res. 2014:113(5):1909–1918. 10.1007/s00436-014-3838-4. PubMed DOI
Deger N, Cao X, Selby CP, Gulec S, Kawara H, Dewey EB, Wang L, Yang Y, Archibald S, Selcuk B, et al. CSB-independent, XPC-dependent transcription-coupled repair in Drosophila. Proc Natl Acad Sci USA. 2022:119(9–NaN). PubMed PMC
Eddy SR. Accelerated profile HMM searches. PLoS Comput Biol. 2011:7(10):e1002195. 10.1371/journal.pcbi.1002195. PubMed DOI PMC
Edgar RC. MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Res. 2004:32(5):1792–1797. 10.1093/nar/gkh340. PubMed DOI PMC
Eisen JA, Hanawalt PC. A phylogenomic study of DNA repair genes, proteins, and processes. Mutat Res. 1999:435(3):171–213. 10.1016/S0921-8777(99)00050-6. PubMed DOI PMC
Emms DM, Kelly S. OrthoFinder: phylogenetic orthology inference for comparative genomics. Genome Biol. 2019:20(1):238. 10.1186/s13059-019-1832-y. PubMed DOI PMC
Fan Y, Wang J, Yu K, Zhang W, Cai Z, Sun M, Hu Y, Zhao X, Xiong C, Niu Q, et al. Comparative transcriptome investigation of Nosema ceranae infecting eastern honey bee workers. Insects. 2022:13(3):241. 10.3390/insects13030241. PubMed DOI PMC
Feltrin RDS, Segatto ALA, de Souza TA, Schuch AP. Open gaps in the evolution of the eukaryotic nucleotide excision repair. DNA Rep. 2020:95:102955. 10.1016/j.dnarep.2020.102955. PubMed DOI
Fontecave M, Mulliez E, Logan DT. Deoxyribonucleotide synthesis in anaerobic microorganisms: the class III ribonucleotide reductase. Prog Nucleic Acid Res Mol Biol. 2002:72:95–222. PubMed
Freeman MA, Kasper JM, Kristmundsson Á. Nucleospora cyclopteri n. sp., an intranuclear microsporidian infecting wild lumpfish, Cyclopterus lumpus L., in Icelandic waters. Parasi Vectors. 2013:6(1). 10.1186/1756-3305-6-49. PubMed DOI PMC
Genois M-M, Paquet ER, Laffitte M-CN, Maity R, Rodrigue A, Ouellette M, Masson J-Y. DNA repair pathways in trypanosomatids: from DNA repair to drug resistance. Microbiol Mol Biol Rev. 2014:78(1):40–73. 10.1128/MMBR.00045-13. PubMed DOI PMC
Giacomelli MG, Hancock AS, Masel J. The conversion of 3′ UTRs into coding regions. Mol Biol Evol. 2007:24(2):457–464. 10.1093/molbev/msl172. PubMed DOI PMC
Haritos VS, Niranjane A, Weisman S, Trueman HE, Sriskantha A, Sutherland TD. Harnessing disorder: onychophorans use highly unstructured proteins, not silks, for prey capture. Proc R Soc Lond B Biol Sci. 2010:27:3255–3263. 10.1098/rspb.2010.0604. PubMed DOI PMC
Horn D, McCulloch R. Molecular mechanisms underlying the control of antigenic variation in African trypanosomes. Curr Opin Microbiol. 2010:13(6):700–705. 10.1016/j.mib.2010.08.009. PubMed DOI PMC
Jackson SP, Bartek J. The DNA-damage response in human biology and disease. Nature. 2009:461(7267):1071–1078. 10.1038/nature08467. PubMed DOI PMC
Joshi CJ, Ke W, Drangowska-Way A, O’Rourke EJ, Lewis NE. What are housekeeping genes? PLoS Comput Biol. 2022:18(7):e1010295. 10.1371/journal.pcbi.1010295. PubMed DOI PMC
Kanehisa M, Furumichi M, Sato Y, Kawashima M, Ishiguro-Watanabe M. KEGG for taxonomy-based analysis of pathways and genomes. Nucleic Acids Res. 2023:51(D1):D587–D592. 10.1093/nar/gkac963. PubMed DOI PMC
Karnkowska A, Treitli SC, Brzoň O, Novák L, Vacek V, Soukal P, Barlow LD, Herman EK, Pipaliya SV, Pánek T, et al. The oxymonad genome displays canonical eukaryotic complexity in the absence of a mitochondrion. Mol Biol Evol. 2019:36(10):2292–4604. PubMed PMC
Keeling PJ, Corradi N, Morrison HG, Haag KL, Ebert D, Weiss LM, Akiyoshi DE, Tzipori S. The reduced genome of the parasitic microsporidian Enterocytozoon bieneusi lacks genes for core carbon metabolism. Genome Biol Evol. 2010:2:304–309. 10.1093/gbe/evq022. PubMed DOI PMC
Kelley LA, Mezulis S, Yates CM, Wass MN, Sternberg MJE. The Phyre2 web portal for protein modeling, prediction and analysis. Nat Protoc. 2015:10(6):845–858. 10.1038/nprot.2015.053. PubMed DOI PMC
Kim HJ, Na JI, Min BW, Na JY, Lee KH, Lee JH, Lee YJ, Kim HS, Park JT. Evaluation of protein expression in housekeeping genes across multiple tissues in rats. Korean J Pathol. 2014:48(3):193–200. 10.4132/KoreanJPathol.2014.48.3.193. PubMed DOI PMC
Kunz BA, Kohalmi SE, Kunkel TA, Mathews CK, McIntosh EM, Reidy JA. Deoxyribonucleoside triphosphate levels: a critical factor in the maintenance of genetic stability. Mutat Res-Genet Toxicol. 1994:318(1):1–64. 10.1016/0165-1110(94)90006-X. PubMed DOI
Kurland CG, Canbäck B, Berg OG. The origins of modern proteomes. Biochimie. 2007:89(12):1454–1463. 10.1016/j.biochi.2007.09.004. PubMed DOI
Lan WH, Lin S-Y, Kao C-Y, Chang W-H, Yeh H-Y, Chang H-Y, Chi P, Li H-W. Rad51 facilitates filament assembly of meiosis-specific Dmc1 recombinase. Proc Natl Acad Sci USA. 2020:117(21):11257–22521. PubMed PMC
Lane N. Energetics and genetics across the prokaryote-eukaryote divide. Biol Direct. 2011:6(1):35. 10.1186/1745-6150-6-35. PubMed DOI PMC
Lane N, Martin W. The energetics of genome complexity. Nature. 2010:467(7318):929–934. 10.1038/nature09486. PubMed DOI
Levinson G, Gutman GA. Slipped-strand mispairing: a major mechanism for DNA sequence evolution. Mol Biol Evol. 1987:4(3):203–221. 10.1093/oxfordjournals.molbev.a040442. PubMed DOI
Light S, Sagit R, Sachenkova O, Ekman D, Elofsson A. Protein expansion is primarily due to indels in intrinsically disordered regions. Mol Biol Evol. 2013:30(12):2645–2653. 10.1093/molbev/mst157. PubMed DOI
Liu JH, Tsai CF, Liu JW, Cheng KJ, Cheng CL. The catalytic domain of a Piromyces rhizinflata cellulase expressed in Escherichia coli was stabilized by the linker peptide of the enzyme. Enzyme Microb Technol. 2001:28(7-8):582–589. 10.1016/S0141-0229(00)00349-5. PubMed DOI
Loftus B, Anderson I, Davies R, Alsmark UCM, Samuelson J, Amedeo P, Roncaglia P, Berriman M, Hirt RP, Mann BJ, et al. The genome of the protist parasite Entamoeba histolytica. Nature. 2005:433(7028):865–868. 10.1038/nature03291. PubMed DOI
Lundin D, Gribaldo S, Torrents E, Sjöberg B-M, Poole AM. Ribonucleotide reduction - horizontal transfer of a required function spans all three domains. BMC Evol Biol. 2010:10:383–NaN. PubMed PMC
Lynch M, Marinov GK. The bioenergetic costs of a gene. Proc Natl Acad Sci U S A. 2015:112(51):15690–15695. 10.1073/pnas.1514974112. PubMed DOI PMC
Mardanov AV, Eldarov MA, Beletsky AV, Tanashchuk TN, Kishkovskaya SA, Ravin NV. Transcriptome profile of yeast strain used for biological wine aging revealed dynamic changes of gene expression in course of flor development. Front Microbiol. 2020:11:538. 10.3389/fmicb.2020.00538. PubMed DOI PMC
Markmann-Mulisch U, Wendeler E, Zobell O, Schween G, Steinbiss H-H, Reiss B. Differential requirements for RAD51 in Physcomitrella patens and Arabidopsis thaliana development and DNA damage repair. Plant Cell. 2007:19(10):3080–3089. 10.1105/tpc.107.054049. PubMed DOI PMC
Matsuura T, Miyai K, Trakulnaleamsai S, Yomo T, Shima Y, Miki S, Yamamoto K, Urabe I. Evolutionary molecular engineering by random elongation mutagenesis. Nat Biotechnol. 1999:17(1):58–61. 10.1038/5232. PubMed DOI
McClune CJ, Laub MT. Constraints on the expansion of paralogous protein families. Curr Biol. 2020:30(10):R460–R464. 10.1016/j.cub.2020.02.075. PubMed DOI
McDonald MJ, Wang W-C, Huang H-D, Leu J-Y. Clusters of nucleotide substitutions and insertion/deletion mutations are associated with repeat sequences. PLoS Biol. 2011:9(6):e1000622. 10.1371/journal.pbio.1000622. PubMed DOI PMC
Minh BQ, Schmidt HA, Chernomor O, Schrempf D, Woodhams MD, von Haeseler A, Lanfear R. IQ-TREE 2: new models and efficient methods for phylogenetic inference in the genomic era. Mol Biol Evol. 2020:37(5):1530–1534. 10.1093/molbev/msaa015. PubMed DOI PMC
Mistry J, Bateman A, Finn RD. Predicting active site residue annotations in the Pfam database. BMC Bioinform. 2007:8(1). 10.1186/1471-2105-8-298. PubMed DOI PMC
Moutinho AF, Trancoso FF, Dutheil JY. The impact of protein architecture on adaptive evolution. Mol Biol Evol. 2019:36(9):2013–2028. 10.1093/molbev/msz134. PubMed DOI PMC
Müller M, Mentel M, van Hellemond JJ, Henze K, Woehle C, Gould SB, Yu R-Y, van der Giezen M, Tielens AGM, Martin WF. Biochemistry and evolution of anaerobic energy metabolism in eukaryotes. Microbiol Mol Biol Rev: MMBR. 2012:76(2):444–539. PubMed PMC
Nakjang S, Williams TA, Heinz E, Watson AK, Foster PG, Sendra KM, Heaps SE, Hirt RP, Martin Embley T. Reduction and expansion in microsporidian genome evolution: new insights from comparative genomics. Genome Biol Evol. 2013:5(12):2285–2303. 10.1093/gbe/evt184. PubMed DOI PMC
Nenarokova A, Záhonová K, Krasilnikova M, Gahura O, McCulloch R, Zíková A, Yurchenko V, Lukeš J, Heitman J, Matlashewski G. Causes and effects of loss of classical nonhomologous end joining pathway in parasitic eukaryotes. mBio. 2019:10(4). 10.1128/mBio.01541-19. PubMed DOI PMC
Ohtsu K, Smith MB, Emrich SJ, Borsuk LA, Zhou R, Chen T, Zhang X, Timmermans MCP, Beck J, Buckner B, et al. Global gene expression analysis of the shoot apical meristem of maize (Zea mays L.). Plant J. 2007:52(3):391–404. 10.1111/j.1365-313X.2007.03244.x. PubMed DOI PMC
Onuț-Brännström I, Stairs CW, Campos KIA, Thorén MH, Ettema TJG, Keeling PJ, Bass D, Burki F, Eme L. A mitosome with distinct metabolism in the uncultured protist parasite Paramikrocytos canceri (Rhizaria, Ascetosporea). Genome Biol Evol. 2023:15(3). 10.1093/gbe/evad022. PubMed DOI PMC
Pearl LH, Schierz AC, Ward SE, Al-Lazikani B, Pearl FMG. Therapeutic opportunities within the DNA damage response. Nat Rev Cancer. 2015:15(3):166–180. 10.1038/nrc3891. PubMed DOI
Pettersen EF, Goddard TD, Huang CC, Couch GS, Greenblatt DM, Meng EC, Ferrin TE. UCSF chimera—a visualization system for exploratory research and analysis. J Comput Chem. 2004:25(13):1605–1612. 10.1002/jcc.20084. PubMed DOI
Phillips MA, Steenwyk JL, Shen XX, Rokas A. Examination of gene loss in the DNA mismatch repair pathway and its mutational consequences in a fungal phylum. Genome Biol Evol. 2021:13(10):10. 10.1093/gbe/evab219. PubMed DOI PMC
Prjibelski A, Antipov D, Meleshko D, Lapidus A, Korobeynikov A. Using SPAdes de novo assembler. Curr Protoc Bioinformatics. 2020:70(1):e102. 10.1002/cpbi.102. PubMed DOI
Robison AD, Sun S, Poyton MF, Johnson GA, Pellois J-P, Jungwirth P, Vazdar M, Cremer PS. Polyarginine interacts more strongly and cooperatively than polylysine with phospholipid bilayers. J Phys Chem B. 2016:120(35):9287–9296. 10.1021/acs.jpcb.6b05604. PubMed DOI PMC
Salas-Leiva DE, Tromer EC, Curtis BA, Jerlström-Hultqvist J, Kolisko M, Yi Z, Salas-Leiva JS, Gallot-Lavallée L, Williams SK, Kops GJPL, et al. Genomic analysis finds no evidence of canonical eukaryotic DNA processing complexes in a free-living protist. Nat Commun. 2021:12(1):6003. 10.1038/s41467-021-26077-2. PubMed DOI PMC
Samson RY, Bell SD. Archaeal DNA replication origins and recruitment of the MCM replicative helicase. Enzymes. 2016:39:169–190. 10.1016/bs.enz.2016.03.002. PubMed DOI
Schmieder R, Edwards R. Quality control and preprocessing of metagenomic datasets. Bioinformatics. 2011:27(6):863–864. 10.1093/bioinformatics/btr026. PubMed DOI PMC
Seemann T. Prokka: rapid prokaryotic genome annotation. Bioinformatics. 2014:30(14):2068–2069. 10.1093/bioinformatics/btu153. PubMed DOI
Sekelsky JJ, Hollis KJ, Eimerl AI, Burtis KC, Hawley RS. Nucleotide excision repair endonuclease genes in Drosophila melanogaster. Mutat Res. 2000:459(3):219–247. PubMed
Sheppard EC, Morrish RB, Dillon MJ, Leyland R, Chahwan R. Epigenomic modifications mediating antibody maturation. Front Immunol. 2018:9:355. 10.3389/fimmu.2018.00355. PubMed DOI PMC
Shin J, French L, Xu T, Leonard G, Perron M, Pike GB, Richer L, Veillette S, Pausova Z, Paus T. Cell-specific gene-expression profiles and cortical thickness in the human brain. Cereb Cortex. 2018:28(9):3267–3277. 10.1093/cercor/bhx197. PubMed DOI
Sneddon TP, Li P, Edmunds SC. GigaDB: announcing the GigaScience database. GigaScience. 2012:1(1):11. 10.1186/2047-217X-1-11. PubMed DOI PMC
So CR, Fears KP, Leary DH, Scancella JM, Wang Z, Liu JL, Orihuela B, Rittschof D, Spillmann CM, Wahl KJ. Sequence basis of barnacle cement nanostructure is defined by proteins with silk homology. Sci Rep. 2016:6(1):36219. 10.1038/srep36219. PubMed DOI PMC
Stamatakis A. RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies. Bioinformatics. 2014:30(9):1312–1313. 10.1093/bioinformatics/btu033. PubMed DOI PMC
Starokadomskyy P, Gemelli T, Rios JJ, Xing C, Wang RC, Li H, Pokatayev V, Dozmorov I, Khan S, Miyata N, et al. DNA polymerase-α regulates the activation of type I interferons through cytosolic RNA:DNA synthesis. Nat Immunol. 2016:17:495–504. PubMed PMC
Steenwyk JL, Opulente DA, Kominek J, Shen XX, Zhou X, Labella AL, Bradley NP, Eichman BF, Čadež N, Libkind D, et al. Extensive loss of cell-cycle and DNA repair genes in an ancient lineage of bipolar budding yeasts. PLoS Biol. 2019:17(5):e3000255. 10.1371/journal.pbio.3000255. PubMed DOI PMC
Steinfeld JB, Beláň O, Kwon Y, Terakawa T, Al-Zain A, Smith MJ, Crickard JB, Qi Z, Zhao W, Rothstein R, et al. Defining the influence of Rad51 and Dmc1 lineage-specific amino acids on genetic recombination. Genes Dev. 2019:33(17–18):1191–2398. PubMed PMC
Szklarczyk D, Gable AL, Nastou KC, Lyon D, Kirsch R, Pyysalo S, Doncheva NT, Legeay M, Fang T, Bork P, et al. The STRING database in 2021: customizable protein–protein networks, and functional characterization of user-uploaded gene/measurement sets. Nucleic Acids Res. 2021:49(D1):D605. 10.1093/nar/gkaa1074. PubMed DOI PMC
Taupin V, Méténier G, Vivarès CP, Prensier G. An improved procedure for Percoll gradient separation of sporogonial stages in Encephalitozoon cuniculi (Microsporidia). Parasitol Res. 2006:99(6):708–714. 10.1007/s00436-006-0231-y. PubMed DOI
Uhlén M, Fagerberg L, Hallström BM, Lindskog C, Oksvold P, Mardinoglu A, Sivertsson Å, Kampf C, Sjöstedt E, Asplund A, et al. Tissue-based map of the human proteome. Science. 2015:347(6220). 10.1126/science.1260419. PubMed DOI
van Kempen M, Kim SS, Tumescheit C, Mirdita M, Lee J, Gilchrist CLM, Söding J, Steinegger M. Fast and accurate protein structure search with Foldseek. Nat Biotechnol. 2024:42(2):243–489. PubMed PMC
Vieira-da-Rocha JP, Passos-Silva DG, Mendes IC, Rocha EA, Gomes DA, Machado CR, McCulloch R. The DNA damage response is developmentally regulated in the African trypanosome. DNA Repair (Amst). 2019:73:78–90. 10.1016/j.dnarep.2018.11.005. PubMed DOI PMC
von Stechow L, Olsen JV. Proteomics insights into DNA damage response and translating this knowledge to clinical strategies. Proteomics. 2017:17(3-4):3–4. 10.1002/pmic.201600018. PubMed DOI PMC
Wang M, Kurland CG, Caetano-Anollés G. Reductive evolution of proteomes and protein structures. Proc Natl Acad Sci U S A. 2011:108(29):11954–11958. 10.1073/pnas.1017361108. PubMed DOI PMC
Warringer J, Blomberg A. Evolutionary constraints on yeast protein size. BMC Evol Biol. 2006:6(1):61. 10.1186/1471-2148-6-61. PubMed DOI PMC
Waterhouse A, Bertoni M, Bienert S, Studer G, Tauriello G, Gumienny R, Heer FT, De Beer TAP, Rempfer C, Bordoli L, et al. SWISS-MODEL: homology modelling of protein structures and complexes. Nucleic Acids Res. 2018:46(W1):W296–W303. 10.1093/nar/gky427. PubMed DOI PMC
Williams BAP, Hirt RP, Lucocq JM, Embley TM. A mitochondrial remnant in the microsporidian Trachipleistophora hominis. Nature. 2002:418(6900):865–869. 10.1038/nature00949. PubMed DOI
Wiredu Boakye D, Jaroenlak P, Prachumwat A, Williams TA, Bateman KS, Itsathitphaisarn O, Sritunyalucksana K, Paszkiewicz KH, Moore KA, Stentiford GD, et al. Decay of the glycolytic pathway and adaptation to intranuclear parasitism within Enterocytozoonidae microsporidia. Environ Microbiol. 2017:19(5):2077–2089. 10.1111/1462-2920.13734. PubMed DOI
Wong HJ, Mohamad-Fauzi N, Rizman-Idid M, Convey P, Alias SA. Protective mechanisms and responses of micro-fungi towards ultraviolet-induced cellular damage. Polar Sci. 2019:20:19–34. 10.1016/j.polar.2018.10.001. DOI
Xu F, Jerlström-Hultqvist J, Einarsson E, Ástvaldsson Á, Svärd SG, Andersson JO. The genome of Spironucleus salmonicida highlights a fish pathogen adapted to fluctuating environments. PLoS Genet. 2014:10(2):e1004053. 10.1371/journal.pgen.1004053. PubMed DOI PMC
Zerbino DR, Achuthan P, Akanni W, Amode MR, Barrell D, Bhai J, Billis K, Cummins C, Gall A, Girón CG, et al. Ensembl 2018. Nucleic Acids Res. 2018:46(D1):D754–D761. 10.1093/nar/gkx1098. PubMed DOI PMC
Zhu ZY, Karlin S. Clusters of charged residues in protein three-dimensional structures. Proc Natl Acad Sci U S A. 1996:93(16):8350–8355. 10.1073/pnas.93.16.8350. PubMed DOI PMC
Zuo L, Zhou T, Pannell BK, Ziegler AC, Best TM. Biological and physiological role of reactive oxygen species—the good, the bad and the ugly. Acta Physiol. 2015:214(3):329–348. 10.1111/apha.12515. PubMed DOI