| Literature DB >> 32646465 |
Frida Martin1, Faruk Dube2, Oskar Karlsson Lindsjö3, Matthías Eydal4, Johan Höglund2, Tomas F Bergström5, Eva Tydén2.
Abstract
BACKGROUND: Parascaris univalens is a pathogenic parasite of foals and yearlings worldwide. In recent years, Parascaris spp. worms have developed resistance to several of the commonly used anthelmintics, though currently the mechanisms behind this development are unknown. The aim of this study was to investigate the transcriptional responses in adult P. univalens worms after in vitro exposure to different concentrations of three anthelmintic drugs, focusing on drug targets and drug metabolising pathways.Entities:
Keywords: Anthelmintic resistance; Differential expression; RNA sequencing; Transcriptome; lgc-37
Mesh:
Substances:
Year: 2020 PMID: 32646465 PMCID: PMC7346371 DOI: 10.1186/s13071-020-04212-0
Source DB: PubMed Journal: Parasit Vectors ISSN: 1756-3305 Impact factor: 3.876
Fig. 1Overview of study design. In the in vitro incubation experiment (a) three individual Parascaris univalens worms were sequenced for the 0 h control. For the Control 24 h−DMSO, nine worms were incubated in cell culture media in three containers (three worms per container). One worm from each container was used for RNA sequencing, in total three worms. In the in vitro drug exposure experiment (b), three worms were incubated in cell culture media containing 0.1% DMSO (Control 24 h+DMSO) and used for RNA sequencing. For each of the three anthelmintic substances ivermectin (IVM), pyrantel citrate (PYR) and thiabendazole (TBZ), three different concentrations of the drugs were used (see Table 1). For each concentration, three worms were incubated in each of three different containers, in total nine worms for every concentration. From each container, one worm was used for RNA sequencing, in total three worms for every concentration. In total 36 worms were sequenced in this study
Samples included in the in vitro exposure experiment
| Drug and concentration | Viability | Differentially expressed genes | Unknown genes (%) |
|---|---|---|---|
| IVM 10−9 M | 3.5 | 256 | 44 |
| IVM 10−11 M | 4.5 | 119 | 44 |
| IVM 10−13 M | 6.0 | 177 | 46 |
| PYR 10−6 M | 3.0 | 38 | 50 |
| PYR 10−8 M | 4.5 | 191 | 45 |
| PYR 10−10 M | 6.0 | 84 | 50 |
| TBZ 10−5 M | 4.0 | 154 | 46 |
| TBZ 10−7 M | 5.0 | 46 | 43 |
| TBZ 10−9 M | 5.0 | 161 | 51 |
| Control 24 h+ DMSO | 6.0 | – | – |
Notes: Mean viability score of adult Parascaris univalens, number of differentially expressed genes (adjusted P < 0.05 and log2 fold change of ≥ 1 or ≤ − 1) and proportion of unknown differentially expressed genes after exposure to the anthelmintic drugs ivermectin (IVM), pyrantel citrate (PYR) and thiabendazole TBZ), at different concentrations for 24 h. The gene expression of drug-exposed worms was normalized to control 24 h+DMSO
Fig. 2Principal components analysis plot showing the clustering of adult Parascaris univalens incubated in the presence of the anthelmintic drugs ivermectin (IVM), pyrantel citrate (PYR) and thiabendazole (TBZ) at different concentrations, as well as control worms. The largest variation in gene expression was observed between the non-incubated worms (control 0 h) and all worms incubated in vitro. Each symbol corresponds to an individual worm
Fig. 3Heat map showing the differential expression of genes coding for putative drug targets (a) and genes coding for putative phase I and phase II metabolizing enzymes (b) after in vitro exposure of Parascaris univalens to the anthelmintic drugs ivermectin (IVM), pyrantel citrate (PYR) and thiabendazole (TBZ) at different concentrations. Genes with a log2 fold change of ≥ 1 or ≤ − 1 and an adjusted P-value (Walds test and Benjamini-Hochberg procedure) < 0.05 were considered differentially expressed
The 10 most up- and downregulated genes (adjusted P-value < 0.05) in Parascaris univalens worms exposed to three different concentrations of the anthelmintic drugs ivermectin (IVM), pyrantel citrate (PYR) and thiabendazole (TBZ) for 24 h
| Gene ID | Log2FC | Orthologue | Condition |
|---|---|---|---|
| PgR001X_g190 | 23.45 | Uncharacterised | IVM 10−9 M |
| PgR013_g129 | 8.93 | RPE Ribulose-phosphate 3-epimerase | IVM 10−13 M |
| PgR047_g061 | 8.23 | GABRA6 Gamma-aminobutyric acid receptor subunit alpha-6 | IVM 10−9 M |
| PgB04_g079 | 6.77 | RPL3 60S ribosomal protein L3 | IVM 10−13 M |
| PgR010_g071 | 5.77 | Uncharacterised | IVM 10−9 M |
| PgR152_g010 | 5.36 | COL9A1 Collagen alpha-1(IX) chain | IVM 10−11 M |
| PgR045_g001 | 5.32 | Uncharacterised | IVM 10−9 M |
| PgR004_g064 | 4.85 | Uncharacterised | IVM 10−13 M |
| PgR001X_g079 | 4.35 | Uncharacterised | IVM 10−9 M |
| PgB05_g040 | 4.30 | Uncharacterised | IVM 10−13 M |
| PgB04_g079 | 9.10/5.51 | RPL3 60S ribosomal protein L3 | PYR 10−6 M/PYR 10−10 M |
| PgE230_g001 | 8.25 | Uncharacterised | PYR 10−6 M |
| PgR020_g019 | 6.13 | Uncharacterised | PYR 10−10 M |
| PgR004_g204 | 5.88 | Uncharacterised | PYR 10−8 M |
| PgR152_g010 | 5.67 | COL9A1 Collagen alpha-1(IX) chain | PYR 10−6 M |
| PgR001X_g079 | 5.01 | Uncharacterised | PYR 10−8 M |
| PgR099_g042 | 4.80 | hpo-4 Putative GPI-anchor transamidase | PYR 10−8 M |
| PgE192_g001 | 3.71 | Uncharacterised | PYR 10−8 M |
| PgR002_g035 | 3.63 | ani-2 Anillin-like protein 2 | PYR 10−6 M |
| PgR123_g005 | 3.48 | Pym Partner of Y14 and mago | PYR 10−8 M |
| PgR307_g002 | 12.41/11.44 | EDF1 Endothelial differentiation-related factor 1 homolog | TBZ 10−9 M/TBZ 10−5 M |
| PgR256X_g003 | 8.82 | Uncharacterised | TBZ 10−9 M |
| PgR010_g071 | 8.22 | Uncharacterised | TBZ 10−9 M |
| PgR190X_g006 | 8.03 | Uncharacterised | TBZ 10−9 M |
| PgR001X_g019 | 7.85 | Uncharacterised | TBZ 10−7 M |
| PgR152_g010 | 7.15 | COL9A1 Collagen alpha-1(IX) chain | TBZ 10−5 M |
| PgB04_g079 | 6.49 | RPL3 60S ribosomal protein L3 | TBZ 10−9 M |
| PgR034_g082 | 6.33 | Uncharacterised | TBZ 10−9 M |
| PgR099_g042 | 5.01 | hpo-4 Putative GPI-anchor transamidase | TBZ 10−7 M |
| PgR001X_g079 | 4.76 | Uncharacterised | TBZ 10−9 M |
| PgR166_g010 | − 7.80/− 5.92 | agmo-1 alkylglycerol monooxygenase | IVM 10−13 M/IVM 10−9 M |
| PgR049_g007 | − 7.50 | Uncharacterised | IVM 10−13 M |
| PgE193_g002 | − 6.88 | cyb-3 G2/mitotic-specific cyclin-B3 | IVM 10−9 M |
| PgR260_g001 | − 6.74 | Eif4a3 Eukaryotic initiation factor 4A-III | IVM 10−9 M |
| PgR005X_g207 | − 6.28 | cup-4 Acetylcholine receptor-like protein cup-4 | IVM 10−13 M |
| PgE182_g003 | − 6.11 | ZFP36 mRNA decay activator protein | IVM 10−9 M |
| PgR002_g265 | − 6.02 | Uncharacterised | IVM 10−9 M |
| PgR022X_g031 | − 5.72 | Uncharacterised | IVM 10−13 M |
| PgB32_g014 | − 5.71 | Uncharacterised | IVM 10−9 M |
| PgE068_g001 | − 5.70 | Uncharacterised | IVM 10−9 M |
| PgR022X_g031 | − 8.43 | Uncharacterised | PYR 10−6 M |
| PgB08_g035 | − 8.13 | ZC116.3 Probable cubilin | PYR 10−8 M |
| PgR389_g001 | − 7.93 | Uncharacterised | PYR 10−8 M |
| PgR005X_g207 | − 7.90 | cup-4 Acetylcholine receptor-like protein cup-4 | PYR 10−6 M |
| PgR049_g007 | − 7.84 | Uncharacterised | PYR 10−10 M |
| PgB22_g038 | − 6.34 | F01G4.6 Phosphate carrier protein, mitochondrial | PYR 10−10 M |
| PgR022X_g030 | − 5.72 | Uncharacterised | PYR 10−6 M |
| PgB08_g034 | − 5.65 | ZC116.3 Probable cubilin | PYR 10−6 M |
| PgR166_g010 | − 5.57 | agmo-1 Alkylglycerol monooxygenase | PYR 10−8 M |
| PgR057_g068 | − 5.51 | Uncharacterised | PYR 10−10 M |
| PgR012_g016 | − 13.72 | Uncharacterised | TBZ 10−9 M |
| PgR049_g007 | − 9.59/− 8.19 | Uncharacterised | TBZ 10−7 M/TBZ 10−9 M |
| PgR004_g249 | − 8.12 | rps28 40S ribosomal protein S28 | TBZ 10−7 M |
| PgB15_g052 | − 6.84 | Uncharacterised | TBZ 10−9 M |
| PgE153_g002 | − 6.84 | Tubulin beta-1 chain | TBZ 10−5 M |
| PgR022X_g030 | − 6.83 | Uncharacterised | TBZ 10−9 M |
| PgR011_g087 | − 6.76 | Uncharacterised | TBZ 10−9 M |
| PgE193_g002 | − 6.70 | cyb-3 G2/mitotic-specific cyclin-B3 | TBZ 10−5 M |
| PgR022X_g031 | − 6.46 | Uncharacterised | TBZ 10−9 M |
| PgR005X_g207 | − 6.32 | cup-4 Acetylcholine receptor-like protein cup-4 | TBZ 10−7 M |
Fig. 4Venn diagrams showing the number of differentially expressed genes unique to and shared among Parascaris univalens worms exposed to three different concentrations of the anthelmintic drugs ivermectin (a), pyrantel citrate (b) and thiabendazole (c). Genes with a log2 fold change of ≥ 1 or ≤ − 1 and an adjusted P-value (Walds test and Benjamini-Hochberg procedure) < 0.05 were considered differentially expressed
Differentially expressed genes (log2 fold change ≥ 1 or ≤ − 1 and adjusted P-value < 0.05) and their corresponding superfamilies shared among Parascaris univalens worms exposed to three different concentrations of the anthelmintic drugs ivermectin (IVM), pyrantel citrate (PYR) and thiabendazole (TBZ) for 24 h
| Gene ID | Superfamily | Log2FC | ||
|---|---|---|---|---|
| Ivermectin | Concentration | 10−9 M | 10−11 M | 10−13 M |
| PgB01_g106 | Short-chain dehydrogenases/reductases (SDR) cl25409 | − 1.05 | − 1.57 | − 1.50 |
| PgR004_g112 | Short-chain dehydrogenases/reductases (SDR) cl25409 | 1.94 | 1.94 | 1.27 |
| PgR007_g080 | Short-chain dehydrogenases/reductases (SDR) cl25409 | 1.92 | 1.75 | 1.80 |
| PgR127_g021 | Short-chain dehydrogenases/reductases (SDR) cl25409 | 1.54 | 1.50 | 1.36 |
| PgR006_g137 | The major facilitator superfamily (MFS) cl28910 | − 1.12 | − 1.39 | − 1.92 |
| PgR015_g078 | The major facilitator superfamily (MFS) cl28910 | 2.32 | 2.11 | 2.44 |
| PgR011_g039 | Solute carrier families 5 and 6-like superfamily (SLC) cl00456 | 1.15 | 1.29 | 1.47 |
| PgR135_g007 | C-type lectin (CTL) cl02432 | 1.06 | 1.29 | 1.28 |
| PgR422_g001 | RNA recognition motif (RRM) superfamily cl17169 | 1.62 | 1.63 | 1.99 |
| PgR037_g063 | Clc-like superfamily cl06205 | 1.72 | 1.84 | 1.39 |
| PgB06_g058 | No conserved domains detected | 1.69 | 1.77 | 2.51 |
| PgR061_g018 | No conserved domains detected | − 1.55 | − 1.84 | − 2.14 |
| PgR142_g012 | No conserved domains detected | − 2.15 | − 1.26 | − 1.53 |
| PgR011_g030 | No conserved domains detected | − 1.04 | − 1.40 | − 1.79 |
Note: The gene expression of drug-exposed worms was normalized to control 24 h+ DMSO