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Monfort-Lanzas P, Rusu EC, Parrakova L, Karg CA, Kernbichler DE, Rieder D, Lackner P, Hackl H, Gostner JM. ExonSurfer: a web-tool to design primers at exon-exon junctions. BMC Genomics 2024; 25:594. [PMID: 38867172 PMCID: PMC11170769 DOI: 10.1186/s12864-024-10456-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 05/24/2024] [Indexed: 06/14/2024] Open
Abstract
BACKGROUND Reverse transcription quantitative PCR (RT-qPCR) with intercalating dyes is one of the main techniques to assess gene expression levels used in basic and applied research as well as in diagnostics. However, primer design for RT-qPCR can be complex due to the high demands on primer quality. Primers are best placed on exon junctions, should avoid polymorphic regions, be specific to the target transcripts and also prevent genomic amplification accurately, among others. Current software tools manage to meet all the necessary criteria only insufficiently. Here, we present ExonSurfer, a novel, user-friendly web-tool for qPCR primer design. RESULTS ExonSurfer combines the different steps of the primer design process, encompassing target selection, specificity and self-complementarity assessment, and the avoidance of issues arising from polymorphisms. Amplification of potentially contaminating genomic DNA is avoided by designing primers on exon-exon junctions, moreover, a genomic alignment is performed to filter the primers accordingly and inform the user of any predicted interaction. In order to test the whole performance of the application, we designed primer pairs for 26 targets and checked both primer efficiency, amplicon melting temperature and length and confirmed the targeted amplicon by Sanger sequencing. Most of the tested primers accurately and selectively amplified the corresponding targets. CONCLUSION ExonSurfer offers a comprehensive end-to-end primer design, guaranteeing transcript-specific amplification. The user interface is intuitive, providing essential specificity and amplicon details. The tool can also be used by command line and the source code is available. Overall, we expect ExonSurfer to facilitate RT-qPCR set-up for researchers in many fields.
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Affiliation(s)
- Pablo Monfort-Lanzas
- Institute of Medical Biochemistry, Biochemical Immunotoxicology Group, Biocenter, Medical University of Innsbruck, Innrain 80, 6020, Innsbruck, Austria
- Institute of Bioinformatics, Biocenter, Medical University of Innsbruck, Innrain 80, 6020, Innsbruck, Austria
| | - Elena Cristina Rusu
- Institute of Medical Biochemistry, Biochemical Immunotoxicology Group, Biocenter, Medical University of Innsbruck, Innrain 80, 6020, Innsbruck, Austria
- SeqPlexing SL, Valencia, Spain
- Institute of Integrative Systems Biology (I2Sysbio), University of Valencia and Consejo Superior de Investigaciones Científicas (CSIC), Valencia, Spain
| | - Lucia Parrakova
- Institute of Medical Biochemistry, Biochemical Immunotoxicology Group, Biocenter, Medical University of Innsbruck, Innrain 80, 6020, Innsbruck, Austria
| | - Cornelia A Karg
- Institute of Medical Biochemistry, Biochemical Immunotoxicology Group, Biocenter, Medical University of Innsbruck, Innrain 80, 6020, Innsbruck, Austria
| | - Dorina-Elina Kernbichler
- Institute of Medical Biochemistry, Biochemical Immunotoxicology Group, Biocenter, Medical University of Innsbruck, Innrain 80, 6020, Innsbruck, Austria
- Institute of Medical Biochemistry, Core Facility Metabolomics II, Biocenter, Medical University of Innsbruck, Innrain 80, 6020, Innsbruck, Austria
| | - Dietmar Rieder
- Institute of Bioinformatics, Biocenter, Medical University of Innsbruck, Innrain 80, 6020, Innsbruck, Austria
| | - Peter Lackner
- Department of Biosciences and Medical Biology, University of Salzburg, 5020, Salzburg, Austria
| | - Hubert Hackl
- Institute of Bioinformatics, Biocenter, Medical University of Innsbruck, Innrain 80, 6020, Innsbruck, Austria
| | - Johanna M Gostner
- Institute of Medical Biochemistry, Biochemical Immunotoxicology Group, Biocenter, Medical University of Innsbruck, Innrain 80, 6020, Innsbruck, Austria.
- Institute of Medical Biochemistry, Core Facility Metabolomics II, Biocenter, Medical University of Innsbruck, Innrain 80, 6020, Innsbruck, Austria.
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Kumar V, Karam Q, Shajan AB, Al-Nuaimi S, Sattari Z, El-Dakour S. Transcriptome analysis of Sparidentex hasta larvae exposed to water-accommodated fraction of Kuwait crude oil. Sci Rep 2024; 14:3591. [PMID: 38351213 PMCID: PMC10864312 DOI: 10.1038/s41598-024-53408-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 01/31/2024] [Indexed: 02/16/2024] Open
Abstract
Anthropogenic activities have been shown to significantly affect marine life. Water pollution and oil spills are particularly deleterious to the fish population, especially during their larval stage. In this study, Sobaity-sea bream Sparidentex hasta (Valenciennes, 1830) larvae were exposed to serial dilutions of water-accommodated fraction of Kuwait crude oil (KCO-WAF) for varying durations (3, 6, 24, 48, 72 or 96 h) in acute exposure regime. Gene expression was assessed using RNA sequencing and validated through RT-qPCR. The RNA sequencing data were aligned to the sequenced genome, and differentially expressed genes were identified in response to treatment with or without KCO-WAF at various exposure times. The highest number of differentially expressed genes was observed at the early time point of 6 h of post-exposure to KCO-WAF. The lowest number of differentially expressed genes were noticed at 96 h of treatment indicating early response of the larvae to KCO-WAF contaminant. The acquired information on the differentially expressed genes was then used for functional and pathway analysis. More than 90% of the differentially expressed genes had a significant BLAST match, with the two most common matching species being Acanthopagrus latus and Sparus aurata. Approximately 65% of the differentially expressed genes had Gene Ontology annotations, whereas > 35% of the genes had KEGG pathway annotations. The differentially expressed genes were found to be enriched for various signaling pathways (e.g., MAPK, cAMP, PI3K-Akt) and nervous system-related pathways (e.g., neurodegeneration, axon guidance, glutamatergic synapse, GABAergic synapse). Early exposure modulated the signaling pathways, while KCO-WAF exposure of larvae for a longer duration affected the neurodegenerative/nervous system-related pathways. RT-qPCR analysis confirmed the differential expression of genes at each time point. These findings provide insights into the underlying molecular mechanisms of the deleterious effects of acute exposure to oil pollution-on marine fish populations, particularly at the early larval stage of Sparidentex hasta.
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Affiliation(s)
- Vinod Kumar
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, P.O. Box 24885, 13109, Safat, Kuwait.
| | - Qusaie Karam
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, P.O. Box 24885, 13109, Safat, Kuwait
| | - Anisha B Shajan
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, P.O. Box 24885, 13109, Safat, Kuwait
| | - Sabeeka Al-Nuaimi
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, P.O. Box 24885, 13109, Safat, Kuwait
| | - Zainab Sattari
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, P.O. Box 24885, 13109, Safat, Kuwait
| | - Saleem El-Dakour
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, P.O. Box 24885, 13109, Safat, Kuwait
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Balagannavar G, Basavaraju K, Bajpai AK, Davuluri S, Kannan S, S Srini V, S Chandrashekar D, Chitturi N, K Acharya K. Transcriptomic analysis of the Non-Obstructive Azoospermia (NOA) to address gene expression regulation in human testis. Syst Biol Reprod Med 2023; 69:196-214. [PMID: 36883778 DOI: 10.1080/19396368.2023.2176268] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Abstract
There is a need to understand the molecular basis of testes under Non-Obstructive Azoospermia (NOA), a state of failed spermatogenesis. There has been a lack of attention to the transcriptome at the level of alternatively spliced mRNAs (iso-mRNAs) and the mechanism of gene expression regulation. Hence, we aimed to establish a reliable iso-mRNA profile of NOA-testes, and explore molecular mechanisms - especially those related to gene expression regulation. We sequenced mRNAs from testicular samples of donors with complete spermatogenesis (control samples) and a failure of spermatogenesis (NOA samples). We identified differentially expressed genes and their iso-mRNAs via standard NGS data analyses. We then listed these iso-mRNAs hierarchically based on the extent of consistency of differential quantities across samples and groups, and validated the lists via RT-qPCRs (for 80 iso-mRNAs). In addition, we performed extensive bioinformatic analysis of the splicing features, domains, interactions, and functions of differentially expressed genes and iso-mRNAs. Many top-ranking down-regulated genes and iso-mRNAs, i.e., those down-regulated more consistently across the NOA samples, are associated with mitosis, replication, meiosis, cilium, RNA regulation, and post-translational modifications such as ubiquitination and phosphorylation. Most down-regulated iso-mRNAs correspond to full-length proteins that include all expected domains. The predominance of alternative promoters and termination sites in these iso-mRNAs indicate their gene expression regulation via promoters and UTRs. We compiled a new, comprehensive list of human transcription factors (TFs) and used it to identify TF-'TF gene' interactions with potential significance in down-regulating genes under the NOA condition. The results indicate that RAD51 suppression by HSF4 prevents SP1-activation, and SP1, in turn, could regulate multiple TF genes. This potential regulatory axis and other TF interactions identified in this study could explain the down-regulation of multiple genes in NOA-testes. Such molecular interactions may also have key regulatory roles during normal human spermatogenesis.
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Affiliation(s)
- Govindkumar Balagannavar
- Institute of Bioinformatics and Applied Biotechnology (IBAB), Bengaluru, Karnataka, India.,Research Scholar, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India
| | - Kavyashree Basavaraju
- Institute of Bioinformatics and Applied Biotechnology (IBAB), Bengaluru, Karnataka, India.,BdataA: Biological data Analyzers' Association (virtual organization http://startbioinfo.com/BdataA/), India
| | - Akhilesh Kumar Bajpai
- BdataA: Biological data Analyzers' Association (virtual organization http://startbioinfo.com/BdataA/), India
| | - Sravanthi Davuluri
- BdataA: Biological data Analyzers' Association (virtual organization http://startbioinfo.com/BdataA/), India
| | - Shruthi Kannan
- Institute of Bioinformatics and Applied Biotechnology (IBAB), Bengaluru, Karnataka, India
| | - Vasan S Srini
- Manipal Fertility, Manipal Hospital, Bengaluru, Karnataka, India
| | | | - Neelima Chitturi
- BdataA: Biological data Analyzers' Association (virtual organization http://startbioinfo.com/BdataA/), India
| | - Kshitish K Acharya
- Institute of Bioinformatics and Applied Biotechnology (IBAB), Bengaluru, Karnataka, India.,BdataA: Biological data Analyzers' Association (virtual organization http://startbioinfo.com/BdataA/), India
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Oehler D, Spychala A, Gödecke A, Lang A, Gerdes N, Ruas J, Kelm M, Szendroedi J, Westenfeld R. Full-length transcriptomic analysis in murine and human heart reveals diversity of PGC-1α promoters and isoforms regulated distinctly in myocardial ischemia and obesity. BMC Biol 2022; 20:169. [PMID: 35907957 PMCID: PMC9338484 DOI: 10.1186/s12915-022-01360-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 06/23/2022] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Peroxisome proliferator-activated receptor gamma coactivator-1 alpha (PGC-1α) acts as a transcriptional coactivator and regulates mitochondrial function. Various isoforms are generated by alternative splicing and differentially regulated promoters. In the heart, total PGC-1α deficiency knockout leads to dilatative cardiomyopathy, but knowledge on the complexity of cardiac isoform expression of PGC-1α remains sparse. Thus, this study aims to generate a reliable dataset on cardiac isoform expression pattern by long-read mRNA sequencing, followed by investigation of differential regulation of PGC-1α isoforms under metabolic and ischemic stress, using high-fat-high-sucrose-diet-induced obesity and a murine model of myocardial infarction. RESULTS Murine (C57Bl/6J) or human heart tissue (obtained during LVAD-surgery) was used for long-read mRNA sequencing, resulting in full-length transcriptomes including 58,000 mRNA isoforms with 99% sequence accuracy. Automatic bioinformatic analysis as well as manual similarity search against exonic sequences leads to identification of putative coding PGC-1α isoforms, validated by PCR and Sanger sequencing. Thereby, 12 novel transcripts generated by hitherto unknown splicing events were detected. In addition, we postulate a novel promoter with homologous and strongly conserved sequence in human heart. High-fat diet as well as ischemia/reperfusion (I/R) injury transiently reduced cardiac expression of PGC-1α isoforms, with the most pronounced effect in the infarcted area. Recovery of PGC-1α-isoform expression was even more decelerated when I/R was performed in diet-induced obese mice. CONCLUSIONS We deciphered for the first time a complete full-length transcriptome of the murine and human heart, identifying novel putative PGC-1α coding transcripts including a novel promoter. These transcripts are differentially regulated in I/R and obesity suggesting transcriptional regulation and alternative splicing that may modulate PGC-1α function in the injured and metabolically challenged heart.
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Affiliation(s)
- Daniel Oehler
- Division of Cardiology, Pulmonology, and Vascular Medicine, Medical Faculty, Heinrich-Heine University, Moorenstr. 5, 40225, Düsseldorf, Germany.
- Cardiovascular Research Institute Düsseldorf (CARID), Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany.
| | - André Spychala
- Department of Cardiovascular Physiology, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany
| | - Axel Gödecke
- Cardiovascular Research Institute Düsseldorf (CARID), Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
- Department of Cardiovascular Physiology, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany
| | - Alexander Lang
- Division of Cardiology, Pulmonology, and Vascular Medicine, Medical Faculty, Heinrich-Heine University, Moorenstr. 5, 40225, Düsseldorf, Germany
- Cardiovascular Research Institute Düsseldorf (CARID), Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Norbert Gerdes
- Division of Cardiology, Pulmonology, and Vascular Medicine, Medical Faculty, Heinrich-Heine University, Moorenstr. 5, 40225, Düsseldorf, Germany
- Cardiovascular Research Institute Düsseldorf (CARID), Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Jorge Ruas
- Molecular and Cellular Exercise Physiology, Department of Physiology and Pharmacology, Karolinska Institutet, SE-17177, Stockholm, Sweden
| | - Malte Kelm
- Division of Cardiology, Pulmonology, and Vascular Medicine, Medical Faculty, Heinrich-Heine University, Moorenstr. 5, 40225, Düsseldorf, Germany
- Cardiovascular Research Institute Düsseldorf (CARID), Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Julia Szendroedi
- Joint Heidelberg-IDC Translational Diabetes Program, Internal Medicine, Heidelberg University Hospital, Heidelberg, Germany
- German Center for Diabetes Research, Neuherberg, Germany
| | - Ralf Westenfeld
- Division of Cardiology, Pulmonology, and Vascular Medicine, Medical Faculty, Heinrich-Heine University, Moorenstr. 5, 40225, Düsseldorf, Germany.
- Cardiovascular Research Institute Düsseldorf (CARID), Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany.
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