Browsing by study line "Genetiikka ja genomiikka"

Leaf senescence is a developmental and physiological phase in plants to end leaf development. Environment factors such as drought stress, extreme temperature, and pathogen threat and internal factors including age and reactive oxygen species induce leaf senescence. Some phytohormones such as jasmonic acid and salicylic acid play a key function in cell death in plants. WRKY transcription factors is known as one of the largest transcription factor family in plants which regulates a variety of plants processes. WRKY75 which belong to WRKY transcription factors has shown multiple functions in plant development like regulation of Pi starvation responses and root development and flowering. In my thesis, I focused on the role of WRKY75 in senescence and stress responses. WRKY75 was identified as a positive regulator of cell death in Arabidopsis. WRKY75 can promote salicylic acid biosynthesis by promote transcript levels of SID2 and also cause hydrogen peroxide accumulation by suppressing the transcription of CAT2. Hydrogen peroxide and salicylic acid can promote WRKY75 transcription at the same time. To evaluate the function of WRKY75 transcription factor in SA signalling and cell death, three lesion mimic mutants acd5, cat2, dnd1 and their corresponding wrky75 double mutant were used. Interestingly, no different phenotypes were found between acd5, cat2, dnd1 and their corresponding wrky75 double mutants in cell death and hydrogen peroxide accumulation detection in Arabidopsis leaves. Meanwhile, marker genes transcription levels were not different in both short day and long day growth condition. However, different phenotypes were observed in botrytis infection. Based on these results, we formed a hypothesis that gene redundancy could influence genetic characterization of WRKY75. To overcome this problem, SRDX-WRKY75 chimeric repressor transgenic lines were generated. The SRDX domain act as a dominant negative regulator to suppress WRKY75 target genes. In future research, these new lines can be used to test transcript levels for putative WRKY75 target genes.

Progressive retinal atrophy or PRA is a collective term for a group of hereditary degenerative retinal diseases in dogs. PRA affects the photoreceptor cells of the eye ultimately progressing into complete vision loss. Documented in over 100 breeds, it is the most common type of canine retinal diseases. PRA is considered a homologous disease to human retinitis pigmentosa, thus providing a large animal model for studying retinal biology and genetic aetiology of its diseases. The objective of this thesis was to study the genetic cause of a novel form of PRA in young Finnish Lapphunds. Analysis built upon a combination of gene mapping methods and analysis of next­ generation sequencing data. Gene mapping was performed with two analysis methods, genome­-wide association study and homozygosity mapping, utilising single nucleotide polymorphism microarray based genotype data. Identifying a clinical phenotype from the canine biobank at the University of Helsinki resulted in a study cohort of six case and 10 control dogs. Combined with pedigree information, this early­-onset PRA was most likely a new autosomal recessive condition in the breed. Genome­-wide analyses resulted in the discovery of a disease­-associated locus on chromosome 27. Findings of single nucleotide variant filtering of one whole-­genome sequenced affected dog led to the prioritisation of an intronic substitution variant (T > C) in SOX5 gene as a potential cause of PRA. Genetic validation of the variant with 23 dogs showed promising results. Four out of five affected dogs were homozygous for the variant, while controls were either wild-type or heterozygotes. As a result, a previously unknown disease locus was successfully identified, suggesting a possible new spontaneous canine model of retinitis pigmentosa. By better understanding the patho­physiological processes of disease, improved diagnostics and marker­-based testing as well as novel therapies can be developed for both dog and man. However, further studies are needed to understand the underlying molecular mechanism of the candidate disease variant.

The aim for this project is to set up a high-content imaging pipeline for phenotypic analysis of single cells in peripheral blood mononuclear cell (PBMC) samples from healthy blood donors. The blood donors selected for the optimization experiments are known to carry specific allele variants of interest, based on an earlier FinnGen study. The main question is whether these genetic differences result in phenotypic changes in the PBMCs that can be identified by microscopic imaging and AI-guided image analysis. In this Pro Gradu work, I have optimized the pipeline of PBMC sample handling, immunostaining, and phenotypic imaging. PBMCs were gathered from healthy donors at the Blood Service Biobank. The frozen PBMC samples were thawed, and cells were plated on 384-well plates prior to immediate fixation with paraformaldehyde. The cells were then stained with fluorescent cell markers based on the Cell Painting assay (Bray et.al. 2016), followed by wide-field and confocal imaging with Opera Phenix high-content confocal microscope (FIMM High Content Imaging and Analysis unit). Novel deep learning methods are now being developed (Pitkänen group) to automatically learn phenotypes from the collected imaging data and associate them to the donor’s genotypes. We also used in-house tools for cell segmentation and further analysis as well as quality control (Paavolainen group). Primary results based on the features extracted from acquired images showed promising cell type - and donor -type specific clustering.

Puberty initiation is a crucial physiological process in human development. A group of hypothalamic neurons secreting the gonadotropin-releasing hormone (GnRH) and expressing the kisspeptin receptor (KISS1R) plays a key role in launching puberty. Furthermore, cellular KISS1R signaling has been shown to regulate GnRH expression and secretion. Although the in vitro differentiation of human pluripotent stem cells into GnRH-secreting neurons has been successful, it is of high interest to generate KISS1R expressing GnRH neurons. By utilizing the CRISPR activation technology, this study aimed to establish a conditional KISS1R-activation cell line using H9 human embryonic stem cells. Through controlling dCas9VP192 abundance using the Tet-On system combined with the dihydrofolate reductase destabilizing domain, the transcriptional activation of KISS1R was temporally regulated by the addition of two antibiotic drugs - doxycycline and trimethoprim. KISS1R expression was primarily assessed by qPCR and verified by immunocytochemistry and the use of a KISS1R-GFP reporter cell line. The main finding of this study is the achievement of a 6217 ± 2286 fold change in KISS1R transcription by introducing two guide RNAs (N = 3). Nevertheless, leaky gene activation was observed without drug treatment (fold change of 63 ± 51). Concludingly, this study successfully led to the generation of a KISS1R-activation cell line. After further characterization and refinement of the activation protocol, the established cell line will enable to investigate whether KISS1R upregulation modulates in vitro GnRH neuron differentiation, electrophysiology, hormone expression, and secretion in the future. Respective outcomes may lead to advances in understanding and treating pubertal disorders.

The ends of eukaryotic chromosomes are formed by a special heterochromatic structure, the telomere, which is essential to guarantee chromosome stability. Telomeres protect chromosomic ends from DNA degradation, repair, and recombination events. However, they are difficult to replicate due to their repetitive and heterochromatic nature, which hinder DNA replication fork progression. In yeast, Mph1 helicase promotes replication fork regression, cross-over suppression during homologous recombination (HR), and telomere maintenance. Moreover, Mte1 is a D-loop binding protein involved in response to DNA damage and maintenance of telomere length, which interacts with Mph1, thereby stimulating its regression capacity as a helicase and fork. Thus, the Mte1-Mph1 complex is recruited to stressed telomeres. Mte1 also shares a domain of unknown function, DUF2439, with Rad51 and Rdh54. Additionally, Esc2 protein is involved in the regulation of DNA damage through template switch (TS) recombination, preventing HR events caused by Mph1. This thesis aimed to uncover the potential roles and interactions of proteins involved in telomere maintenance, such as Mph1, Mte1, Esc2 and Rdh54, for which two main assays were conducted: (1) Telomere Stability assay, consisting of Tus/Ter barrier based on the high-affinity binding of the E. coli protein, Tus, to specific DNA sequence called Ter; (2) Template Switching assay, focused on the capability of the proteins in reconstructing a functional LYS2 gene by TS. The obtained results demonstrated that (1) the absence of Rdh54 enhances replication fork regression, (2) Mte1 and Esc2 show opposite roles in telomere maintenance, (3) the interaction between Mte1 and Rad51 plays a crucial role in ensuring telomere stability and nuclear foci formation, (4) Mph1 and Mte1 promote cell survival through the break-induced replication (BIR) pathway. Further studies should assess the plausible interaction between Mph1 and Rdh54 proteins and characterize the function and interplay of the proteins involved in TS.

Animal coloration is as striking as it is diverse; however, the transcriptional basis of coloration is not deeply understood. Cichlid fishes are a tractable system for studying coloration as they exhibit a wide range of phenotypic diversity while remaining genetically similar. This facilitates the study of genotype-phenotype correlations and the identification of causative genes. RNA sequencing is a powerful approach to investigate the genes which characterize chromatophores. However, RNA-seq results can be plagued by the high abundance of rRNA in cells. This thesis aims to investigate differential gene expression between differently pigmented regions as well as explore the effects of tissue treatments and rRNA depletion on gene expression. Gene sets acquired with polyA selection, riboPOOL probes optimized for zebrafish, and zebrafish probes complemented with newly designed riboPOOL cichlid probes were compared to assess the functionality of these different rRNA depletion strategies. The use of zebrafish probes complemented with newly designed cichlid probes captured the greatest diversity of genes, many transcripts of which were missing from the other gene sets. Furthermore, as experiments such as scRNA-seq rely on a dissociation step, the effect of dissociation on gene expression was examined and found to promote the expression of stress response genes. The results of this upstream optimization were applied in the analysis of differential gene expression between the vertical stripes of the cichlid Pseudotropheus demasoni to better understand the molecular basis of vertical striping in fish. The dark stripes exhibited upregulation of melanic marker genes and the light, iridescent stripes showed an increase in iridophore marker gene expression. These findings were corroborated with cell count data from FACS to link transcriptional profiles and cell type quantifications. Overall, the study provides insight into the transcriptional basis of coloration in cichlid fishes and underscores the importance of optimizing methods drawing meaningful conclusions.

Human induced pluripotent stem cells (iPSCs) are an important in vitro model of disease and development. iPSCs can be differentiated in culture into cell types which are difficult to access from patients, such as neurons. Applying iPSC-derived cellular models to disease studies requires a thorough characterization of the derived cell types, as well as assessing reproducibility across cell lines or differentiation batches. With the aim of providing such a comprehensive molecular characterization at an early stage of cortical neuronal differentiation in vitro, six iPSC lines from four donors were differentiated to cortical neural progenitors using a modification of an established protocol (Shi et al., 2012a). The protocol successfully produced neural progenitors, with over 75% of the differentiated cells aligning with a cortical identity, as confirmed via qPCR and immunocytochemistry of established markers such as PAX6, NES and SOX1. To further classify the cell types produced as well as identify potential differences between cell lines, gene expression of the obtained cells was profiled with single cell RNA sequencing of ~22,000 cells, which uncovered the heterogeneity of neural progenitors produced. Further, although two differentiation batches produced similar cell-type compositions on a whole, a fraction of the lines showed inter-individual differences in cell type composition, which correlated with expression variability of known marker genes. Additionally, the cell types produced in vitro were compared to those produced in vivo by mapping our dataset to a reference fetal brain dataset (Polioudakis et al., 2019). It was observed that the in vitro dataset represented a subset of the cell types present at mid-gestation. Overall, the single cell characterization of differentiated cells allowed greater resolution in understanding cell-type heterogeneity of cortical neurogenesis, which is of key relevance for future applications such as disease modeling.

The wide distribution of Scots pine (Pinus sylvestris L.) in boreal forests and the outstanding properties of its wood have made it an economically significant resource at the forest sector. The highly valued chemical and mechanical properties of Scots pine wood are related to heartwood, a specialized tissue forming the innermost part of a mature trunk. Decay resistance of Scots pine wood is largely defined by heartwood extractives of which the stilbene pinosylvin has the highest quality trait breeding interest. Pinosylvin concentration is a high-heritability trait that positively correlates with the heartwood decay resistance. Pinosylvin biosynthesis pathway is upregulated both developmentally at the mature tree transition zone between sapwood and heartwood and as stress response in various tissues of young trees. Identification of the regulators of pinosylvin synthase could speed up quality trait breeding providing a basis for variant screening in the natural populations and for analysing functional properties of the variants. Early genotyping would enable selection of the desired quality individuals before the start of developmental pinosylvin production and significantly accelerate breeding programs. Scots pine pinosylvin synthase PST-1 is proposed to be both stress-induced and developmentally regulated. Previous studies have identified several MYELOBLASTOSIS (MYB) domain transcription factors (TFs) that co-regulate with stilbene pathway transcripts under pinosylvin production inducing conditions or that have promising homologs in other species. In this study, eight Scots pine MYB TFs were examined in PST-1 promoter interaction studies using quantitative luciferase assay and yeast one-hybrid assay. This study aimed to clone the MYB coding sequences and confirm the integrity and MYB character of the proteins they encode, and to verify whether any of the MYB TFs are direct regulators of PST-1, and to characterize the regulatory functions of the MYB TFs as activators or repressors. This study identified one MYB TF as a direct regulator of PST-1 whereas the other studied MYB TFs did not bind the most promising MYB target elements in the promoter. The discovery of a direct regulator of pinosylvin synthase provides a potential marker for early selection making the finding highly valuable for quality trait breeding efforts. Additionally, another MYB TF was detected as a potential indirect regulator of pinosylvin biosynthetic pathway or as a regulator of neighbouring pathways suggesting that it would also be an interesting target for further studies. The MYB TFs were successfully cloned and seven out of eight MYB TFs were classified into MYB subfamilies. Tentative characterizations for the MYB TFs were presented based on the sequence analysis. The Gateway compatible vectors generated in this study will facilitate future experiments. The MYB coding sequences were incorporated in the verified entry clones ready-to-use in generation of other types of expression vectors. The MYB TF plant vectors could be directly used in Arabidopsis, as well. Two multisite Gateway compatible entry clones for N-terminal fusions to VP16 and SRDX transcriptional regulatory domains were generated for the plant expression vectors. The protocol developed for the 3’ fusion entry clones comprises of sequential polymerase chain reactions easily applicable for other cloning purposes. The yeast one-hybrid prey vectors could be utilized not only in another one-hybrid but also in two-hybrid studies. Several of the MYB TFs, including the PST-1 direct regulator, were hypothesized to interact with other types of TFs. The protein – protein interaction studies would detect possible co-factors involved in the MYB TF mediated regulation of Scots pine pinosylvin synthase. Identification of each member in the regulatory complexes would enable targeting the quality trait breeding efforts most effectively

Bacteraemia, the presence of bacteria in the bloodstream, may lead to severe and costly health issues. Sepsis, a serious complication of bacteraemia, is one of the top causes of mortality globally. Early and specific diagnostics as well as fast acting are essential in successful treatment. However, current diagnosis relies mainly on time-consuming blood culturing and clinical symptoms, which are unspecific for the causative agent. With the advanced technology and decreasing cost, state-of-art sequencing-based (Next generation sequencing) methods provide a new way to investigate the bacteria present. Metagenomics, which means sequencing and studying all DNA extracted from a microbial community sample, is widely used, but it only describes the genetic potential of a community and does not differentiate live from dead microbes. Metatranscriptomics, in which essentially all RNA from a sample is sequenced, provides information about expression and activity together with identification of viable bacteria, However, the high amounts of host cells and host RNA complicate the detection of bacterial transcripts from complex host-microbe samples. In this thesis, I investigated solutions for the efficient isolation and enrichment of bacterial RNA from whole blood to be used in sequencing and metatranscriptomics analysis. Firstly, I tested the capability of bacterial cell lysis of two commercial blood sampling tubes with Escherichia coli and Staphylococcus epidermidis suspensions. Both tubes, Tempus and RNAgard, were able to lyse gram-negative E. coli cells and good-quality RNA was extracted in measurable quantities with their respective RNA extraction methods. With Tempus tubes the RNA yield was clearly higher. With gram-positive S. epidermidis, RNA quantities from both extractions were below the measurement limits indicating insufficient lysis and need for further optimization. Secondly, I investigated the depletion of polyadenylated (poly-A) transcripts in order to reduce the host transcripts and thus to enrich the bacterial transcripts prior to costly sequencing step. I evaluated the performance of a previously designed in-house protocol, based on the capture of poly-A -transcripts with oligo-dT -beads, and tested different parameters to see whether the depletion efficiency could be enhanced. Most significantly, the amount of oligo-dT -bead suspension was reduced to half from the original protocol. In-house protocols were also compared to a commercial solution, which they clearly outperformed. Depletion performances were tested with a RT-qPCR and dot blot assay, which I designed along this thesis work. Finally, to make the poly-A depletion better suited for blood samples infested with globin transcripts (representing up to 80% of all poly-A transcripts extracted from whole blood), I tested and successfully pipelined the leading commercial method for depleting globin transcripts with the in-house poly-A depletion protocol. The optimized sample preparation protocol provides a platform for further bloodstream infection and sepsis studies. Next steps of the process, such as sequencing and testing with clinical samples, are already ongoing with promising preliminary results. In the future, the metatranscriptomics approach can be utilized in fast and specific identification of the pathogens and their antibiotic susceptibilities. In addition, infection mechanisms and host-pathogen interactions may be studied possibly providing novel insights for sepsis diagnostics and treatment.

High-throughput sequencing techniques make it possible to identify DNA variants at a reasonable cost, representing a first-tier diagnostic test for rare mendelian diseases. However, a substantial number of variants identified through the analysis of sequencing data are frequently classified as variants of uncertain significance (VUS). Accordingly, only 30–60% of individuals receive a conclusive molecular diagnosis depending on the clinical phenotype. Reanalysis of older sequencing data has been encouraged by recently developed and improved methodologies for analysis and more robust bioinformatic pipelines to enhance variant interpretation and raise the diagnostic/detection rate. This study focused on reanalyzing data from a targeted gene panel, MYOcap, a targeted gene panel for patients with neuromuscular disorders. The aims were to find elusive (i.e., previously undetected/misinterpreted) variants in patients still missing a molecular diagnosis and, by using novel bioinformatic tools, focusing on pathogenic and likely pathogenic variants (according to ACMG guidelines) in Varsome as well as on variants affecting the splicing as predicted by SpliceAI. With this setting, the detection rate of solved cases increased by 2,7% in the first cohort and 0,5% in the third. This study suggests that additional data, such as segregation data or transcriptomic and proteomic data are essential for reducing the number of VUS and increase the detection rate. Notably, this study represents an essential first step of a larger reanalysis project, aiming at providing a diagnosis to an increasing number of myopathy patients.