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Martinić Cezar T, Lozančić M, Novačić A, Matičević A, Matijević D, Vallée B, Mrša V, Teparić R, Žunar B. Streamlining N-terminally anchored yeast surface display via structural insights into S. cerevisiae Pir proteins. Microb Cell Fact 2023; 22:174. [PMID: 37679759 PMCID: PMC10483737 DOI: 10.1186/s12934-023-02183-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 08/18/2023] [Indexed: 09/09/2023] Open
Abstract
Surface display co-opts yeast's innate ability to embellish its cell wall with mannoproteins, thus converting the yeast's outer surface into a growing and self-sustaining catalyst. However, the efficient toolbox for converting the enzyme of interest into its surface-displayed isoform is currently lacking, especially if the isoform needs to be anchored to the cell wall near the isoform's N-terminus, e.g., through a short GPI-independent protein anchor. Aiming to advance such N-terminally anchored surface display, we employed in silico and machine-learning strategies to study the 3D structure, function, genomic organisation, and evolution of the Pir protein family, whose members evolved to covalently attach themselves near their N-terminus to the β-1,3-glucan of the cell wall. Through the newly-gained insights, we rationally engineered 14 S. cerevisiae Hsp150 (Pir2)-based fusion proteins. We quantified their performance, uncovering guidelines for efficient yeast surface display while developing a construct that promoted a 2.5-fold more efficient display of a reporter protein than the full-length Hsp150. Moreover, we developed a Pir-tag, i.e., a peptide spanning only 4.5 kDa but promoting as efficient surface display of a reporter protein as the full-length Hsp150. These constructs fortify the existing surface display toolbox, allowing for a prompt and routine refitting of intracellular proteins into their N-terminally anchored isoforms.
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Affiliation(s)
- Tea Martinić Cezar
- Laboratory for Biochemistry, Department of Chemistry and Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, Pierottijeva 6, Zagreb, 10000, Croatia
| | - Mateja Lozančić
- Laboratory for Biochemistry, Department of Chemistry and Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, Pierottijeva 6, Zagreb, 10000, Croatia
| | - Ana Novačić
- Laboratory for Biochemistry, Department of Chemistry and Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, Pierottijeva 6, Zagreb, 10000, Croatia
| | - Ana Matičević
- Laboratory for Biochemistry, Department of Chemistry and Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, Pierottijeva 6, Zagreb, 10000, Croatia
| | - Dominik Matijević
- Laboratory for Biochemistry, Department of Chemistry and Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, Pierottijeva 6, Zagreb, 10000, Croatia
| | - Béatrice Vallée
- Centre de Biophysique Moléculaire (CBM), CNRS, University of Orléans and INSERM, Orléans Cedex 2, UPR, 4301, 45071, France
| | - Vladimir Mrša
- Laboratory for Biochemistry, Department of Chemistry and Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, Pierottijeva 6, Zagreb, 10000, Croatia
| | - Renata Teparić
- Laboratory for Biochemistry, Department of Chemistry and Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, Pierottijeva 6, Zagreb, 10000, Croatia
| | - Bojan Žunar
- Laboratory for Biochemistry, Department of Chemistry and Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, Pierottijeva 6, Zagreb, 10000, Croatia.
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Lozančić M, Žunar B, Hrestak D, Lopandić K, Teparić R, Mrša V. Systematic Comparison of Cell Wall-Related Proteins of Different Yeasts. J Fungi (Basel) 2021; 7:jof7020128. [PMID: 33572482 PMCID: PMC7916363 DOI: 10.3390/jof7020128] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 02/04/2021] [Indexed: 11/16/2022] Open
Abstract
Yeast cell walls have two major roles, to preserve physical integrity of the cell, and to ensure communication with surrounding molecules and cells. While the first function requires evolutionary conserved polysaccharide network synthesis, the second needs to be flexible and provide adaptability to different habitats and lifestyles. In this study, the comparative in silico analysis of proteins required for cell wall biosynthesis and functions containing 187 proteins of 92 different yeasts was performed in order to assess which proteins were broadly conserved among yeasts and which were more species specific. Proteins were divided into several groups according to their role and localization. As expected, many Saccharomyces cerevisiae proteins involved in protein glycosylation, glycosylphosphatidylinositol (GPI) synthesis and the synthesis of wall polysaccharides had orthologues in most other yeasts. Similarly, a group of GPI anchored proteins involved in cell wall biosynthesis (Gas proteins and Dfg5p/Dcw1p) and other non-GPI anchored cell wall proteins involved in the wall synthesis and remodeling were highly conserved. However, GPI anchored proteins involved in flocculation, aggregation, cell separation, and those of still unknown functions were not highly conserved. The proteins localized in the cell walls of various yeast species were also analyzed by protein biotinylation and blotting. Pronounced differences were found both in the patterns, as well as in the overall amounts of different groups of proteins. The amount of GPI-anchored proteins correlated with the mannan to glucan ratio of the wall. Changes of the wall proteome upon temperature shift to 42 °C were detected.
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Affiliation(s)
- Mateja Lozančić
- Laboratory of Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, 10000 Zagreb, Croatia; (M.L.); (B.Ž.); (D.H.); (R.T.)
| | - Bojan Žunar
- Laboratory of Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, 10000 Zagreb, Croatia; (M.L.); (B.Ž.); (D.H.); (R.T.)
| | - Dora Hrestak
- Laboratory of Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, 10000 Zagreb, Croatia; (M.L.); (B.Ž.); (D.H.); (R.T.)
| | - Ksenija Lopandić
- Department of Biotechnology, University of Natural Resources and Applied Life Sciences, 1180 Vienna, Austria;
| | - Renata Teparić
- Laboratory of Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, 10000 Zagreb, Croatia; (M.L.); (B.Ž.); (D.H.); (R.T.)
| | - Vladimir Mrša
- Laboratory of Biochemistry, Faculty of Food Technology and Biotechnology, University of Zagreb, 10000 Zagreb, Croatia; (M.L.); (B.Ž.); (D.H.); (R.T.)
- Correspondence:
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Crnjac J, Ozretić P, Merkaš S, Ratko M, Lozančić M, Korolija M, Popović M, Mršić G. Investigator Argus X-12 study on the population of northern Croatia. Genet Mol Biol 2017; 40:80-83. [PMID: 27768154 PMCID: PMC5409765 DOI: 10.1590/1678-4685-gmb-2015-0261] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Accepted: 02/03/2016] [Indexed: 02/08/2023] Open
Abstract
X chromosome STR typing has emerged recently as a powerful tool, complementary to autosomal STR typing, in solving complex forensic and missing person cases. Investigator® Argus X-12 is a commercial product that allows co-amplification of 12 X chromosomal markers belonging to four linkage groups (LGs). In this study, we analyzed by capillary electrophoresis blood samples from 100 females and 102 males from a population of northern Croatia. Statistical analysis included calculation of allele and haplotype frequencies, as well as forensic parameters. The most informative marker for the northern Croatia population was DXS10135 with PIC=0.9211 and a total of 27 alleles. The least polymorphic marker was DXS8378 with 6 alleles. The proportion of observed haplotypes from the number of possible haplotypes varied from 2.74-8.57% across all LGs, with LG1 being the most informative. Of the 11 tested world populations compared to the population of northern Croatia, significant differences in genetic distance (FST) were found for Greenlandic and all non-European populations. We found that all tested markers are in HWE and can thus be used for match probability calculation. Because of high combined power of discrimination in both men and women, Investigator® Argus X-12 is applicable for the northern Croatia population in routine forensic casework.
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Affiliation(s)
- Josip Crnjac
- University Department for Forensic Sciences, University of Split, Split, Croatia
| | | | - Siniša Merkaš
- Forensic Science Centre "Ivan Vučetić", Zagreb, Croatia
| | - Martina Ratko
- Forensic Science Centre "Ivan Vučetić", Zagreb, Croatia
| | | | | | - Maja Popović
- Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Gordan Mršić
- Forensic Science Centre "Ivan Vučetić", Zagreb, Croatia
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Crnjac J, Ozretić P, Merkaš S, Ratko M, Lozančić M, Rožić S, Špoljarić D, Korolija M, Popović M, Mršić G. Analysis of 12 X-chromosomal markers in the population of central Croatia. Leg Med (Tokyo) 2016; 21:77-84. [PMID: 27497338 DOI: 10.1016/j.legalmed.2016.07.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2016] [Revised: 05/12/2016] [Accepted: 07/01/2016] [Indexed: 02/05/2023]
Abstract
Investigator® Argus X-12 Kit is a commercially available set that allows simultaneous PCR amplification of 12 X-STR markers belonging to four linkage groups (LG). To assess the forensic efficiency of these markers for the population of central Croatia and consequent applicability in routine forensic casework, DNA from 200 blood samples of unrelated donors (100 female and 100 male) was amplified by Investigator® Argus X-12 Kit and analyzed by capillary electrophoresis. Statistical computations based on allele and haplotype frequencies for LG1 - LG4 were performed using Arlequin 3.5 software and on-line tool available at ChrX-STR.org. In female samples, all X-STR markers were in Hardy-Weinberg equilibrium (HWE). The most informative marker for central Croatia population was DXS10135 with polymorphism information content (PIC) 0.9296. The least polymorphic locus was DXS8378 (PIC=0.6363). Power of discrimination (PD) varied from 0.6968 to 0.9336 in male and from 0.8476 to 0.9916 in female samples. Combined PD exceeded 0.999999999 in both men and women. In male samples, linkage disequilibrium (LD) test revealed significant association (P=0.0000) of one marker pair in LG4 and two marker pairs in LG3. Portion of observed haplotypes in the number of possible haplotypes varied from 2.86% to 7.47% across all LGs. LG1 was the most informative with haplotype diversity (H) 0.9972. High PD of all analyzed markers exhibited for central Croatia population confirms suitability of Investigator® Argus X-12 for forensic pertinence. Moreover, results of this study will be included in establishing a national reference X-STR database based on 12 X-STR loci, which is necessary for the correct interpretation of the forensic casework results.
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Affiliation(s)
- Josip Crnjac
- University Department for Forensic Sciences, University of Split, Split, Croatia
| | | | - Siniša Merkaš
- Forensic Science Centre "Ivan Vučetić", Zagreb, Croatia; Forensic Science Office, University of Zagreb, Zagreb, Croatia
| | - Martina Ratko
- Forensic Science Centre "Ivan Vučetić", Zagreb, Croatia
| | | | - Sara Rožić
- Forensic Science Centre "Ivan Vučetić", Zagreb, Croatia; Forensic Science Office, University of Zagreb, Zagreb, Croatia
| | - Daniel Špoljarić
- Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Marina Korolija
- Forensic Science Centre "Ivan Vučetić", Zagreb, Croatia; Forensic Science Office, University of Zagreb, Zagreb, Croatia
| | - Maja Popović
- Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Gordan Mršić
- Forensic Science Centre "Ivan Vučetić", Zagreb, Croatia; Forensic Science Office, University of Zagreb, Zagreb, Croatia.
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Špoljarić B, Popović M, Crnjac J, Žderić Savatović Z, Ratko M, Lozančić M, Jurak M, Špoljarić I, Špoljarić D, Mršić G. Gleaning a Human DNA Profile from Trace Swabs Collected from Animal Hairs. ACTA VET-BEOGRAD 2016. [DOI: 10.1515/acve-2016-0016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Animal hairs are an apt surface for retention of forensic trace epithelial samples. The aim of this study was threefold: to evaluate different methods of sample collection (moistened and dry swabs) and DNA extraction (Chelex® 100 method, Qiagen EZ1® DNA Investigator Kit), as well as to examine the morphological differences of hair fibres between two species (dog, sheep) and their ultimate impact on sample collection and processing. Our preliminary findings suggest that the use of EZ1® DNA Investigator Kit yields donor DNA profiles of higher quality. The results of different sample collection methods have shown intraspecific variations that require further investigation. The ability of retention and subsequent extraction of trace DNA appears to be similar between the two species, despite significant morphological differences between their coat hairs.
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Affiliation(s)
| | - Maja Popović
- Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Josip Crnjac
- University Department for Forensic Sciences, University of Split, Split, Croatia
| | - Zrinka Žderić Savatović
- Student of doctoral study of veterinary sciences of Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Martina Ratko
- Forensic Science Centre „Ivan Vučetić“, General Police Directorate, Ministry of Interior, Zagreb, Croatia
| | - Mateja Lozančić
- Forensic Science Centre „Ivan Vučetić“, General Police Directorate, Ministry of Interior, Zagreb, Croatia
| | - Matea Jurak
- Student of integrated undergraduate and graduate studies of Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Igor Špoljarić
- Forensic Science Centre „Ivan Vučetić“, General Police Directorate, Ministry of Interior, Zagreb, Croatia
| | - Daniel Špoljarić
- Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Gordan Mršić
- Forensic Science Centre „Ivan Vučetić“, General Police Directorate, Ministry of Interior, Zagreb, Croatia
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