RECETOX Doctoral Conference 2024

Poster session A (1-2 year of PhD)

Investigation of aromatic amines in municipal wastewaters using Stir Bar Sorptive Extraction with derivatization
Březina Adam

Aromatic amines (AAs) are significant environmental pollutants, suspected of being mutagenic, often entering water bodies through industrial discharge or municipal wastewater. Despite treatment efforts on wastewater treatment plants (WWTPs), AAs persist, posing risks to both the environment and human health. Objective of this is to develop method for monitoring aromatic amines in wastewater and sludge. This study introduces Stir Bar Sorptive Extraction (SBSE) pose an efficient method for monitoring AAs in wastewater and activated sludge. Different SBSE coatings are tested, along with various desorption methods, instrumental analyses, and two different derivatization approaches, using acetic anhydride and benzoyl chloride, to enhance extraction efficiency. This approach shows promise for analyzing and monitoring primary amines in wastewater and activated sludge from WWTPs.

IRrIS: The first BRET-based bioluminescent system engineered in nature's image
Pluskal Daniel

The emission of visible light by living creatures is not only a fascinating phenomenon but also a valuable tool for biotechnology and biomedicine. This project focuses on studying molecular principles of bioluminescence and developing tuneable and autonomous light-emitting systems employing Renilla-type bioluminescence resonance energy transfer (BRET). This is enabled by our previous discoveries in marine bioluminescence, which this project aims to transfer into a useable technology, allowing not only ultrasensitive, noninvasive real-time bioimaging of biological processes and molecular events but also the treatment of cancer or other diseases through photodynamic therapy or the creation of independently bioluminescent organisms such as plants and trees. Such nature-inspired biosystems could ultimately help light up city streets and highways, reducing the need for electricity.

Behind the BPA free Label
Vykypělová Michaela

Plastic additive bisphenol A (BPA) was proven to be an endocrine disruptor with estrogenic activity. Further, the tolerable daily intake was lowered 10 000x due to the impact of the immune system. The health concerns and following restrictions have led to the development of alternative chemicals (e.g. BPS), that also show similar endocrine disruption and other adverse health effects. For these alternatives, toxicity data are currently unavailable. We aim to investigate the long-term effect of BPA-alternatives on the immune system, particularly on the host gut microbiome-immunity axis. With zebrafish as a model, we will employ approaches that link the intestinal microbiome and markers of deregulated immunity in intestinal and blood tissue.

Advancing Male Reproductive Toxicology with Innovative 3D hiPSCs-based Models of Testicular Steroidogenesis
Řehůřková Eliška

Rising concerns over male reproductive health have underscored the importance of understanding disruptions in the process of androgen production within Leydig cells, a phenomenon known as testicular steroidogenesis. Environmental pollutants and drugs are often responsible for such disruptions. However, current in vitro models used to study the effects of these substances lack human relevance. To address this gap, I have developed an innovative model that utilizes differentiated human induced pluripotent stem cells to create human Leydig-like cells. This approach allows us to investigate Leydig cell development during critical developmental windows in vitro and identify the effects of chemicals on this process. Additionally, the model is being adapted for three-dimensional conditions to better mimic the in vivo microenvironment.

Multi-omic integration of four datasets: insights into barrett's esophagus and esophageal carcinoma
Böhm Jan

Our study aimed to integrate and compare multiple omic datasets to identify differences between Barrett's Esophagus (BE) and Esophageal AdenoCarcinoma (EAC).
Methods: Data were processed using specific criteria for each omic type, including aggregation levels, normalization methods, and inclusion thresholds. We employed the DIABLO framework for the integration and analysis of these diverse datasets, focusing on the identification of discriminative features.
Results: In contrast to metatranscriptomic data, transcriptomic data demonstrated the highest discriminative power, effectively differentiating between paired BE/EAC pathological and adjacent esophageal tissues, as well as between diagnoses. Pathological samples displayed significant metagenomic variability (16S rRNA sequencing) compared to paired adjacent tissues.

Unraveling the conformational dynamics of staphylokinase
Verma Naina

Seeking new thrombolytics, a small bacterial protein, Staphylokinase (SAK) is highly promising due to its high fibrin specificity and low cost. This research primarily focuses on the conformational dynamics of SAK with the main aim of understanding its in-solution behavior in apo and holo forms. Additionally, it aims to study the alterations in dynamics due to mutations that are designed through a rational protein engineering approach.

To achieve this, hydrogen-deuterium exchange coupled with mass spectrometry (HDX-MS) will be used. The MS data will be analyzed using specialized software, and comparative protein models will be developed revealing the structural changes. A comparative HDX study of these proteins will provide baseline data for further improvement of SAK to enhance its thrombolytic efficiency.

External Exposome Factors and Cancer Incidences
Skřídlová Soňa

This study explores the impact of external exposure factors on cancer in Czech communities. A novel approach is being incorporated to investigate the impact of chemical exposures on cancer incidences in the detailed spatial municipal resolution across the Czech Republic. By utilizing the comprehensive health outcome data from over 6,258 municipalities, collected over two decades, we meticulously explore the relationship between environmental factors and cancer occurrences. Special attention is given to developing a methodology ensuring estimations of radon indoor concentrations and their association with lung cancer outcomes. By employing advanced statistical tools (LME, GEE), latest EU ASR standards, and confounding factors this research aims to rigorously assess localized impacts such as targeted prevention. Further explorations will include the influence of additional environmental factors like drinking water quality and air quality.

Exploring Non-Canonical Amino Acid Integration in Fibroblast Growth Factors
Capelli Diego

Fibroblast Growth Factors (FGFs) regulate numerous mechanisms within complex organisms, including cell proliferation, differentiation, and survival, sparking interest for applications like wound healing and cancer treatment. This PhD project aims to address the challenge of expanding the genetic code through the incorporation of non-canonical amino acids (ncAAs), enhancing stability and activity of FGFs. Two state-of-the-art methods will be employed: Selective Pressure Incorporation (SPI) and Stop Codon Suppression (SCS). Through SPI, we will globally replace natural amino acids with their non-canonical counterparts to evaluate the impact of ncAAs on FGFs. With SCS, we will use site-specific incorporation to introduce ncAA that will act as a handle for immobilisation or interaction with other biological entities.

Poster session B (3-x year of PhD)

Association between building characteristics and plasticisers in indoor settled dusts
Marcinekova Paula

Phthalates, ubiquitous plastic additives, pose health risks, especially to children, who are exposed to dust particles via ingestion and inhalation. Though DEHP, DBP, DIBP, and BBP are restricted in many consumer products since July 2020, they are detected in household dusts in µg/g. We sampled dust from 120 Czech households with young children (< 5 y.) in summer 2022, analyzing 15 phthalates, 8 with 50% detection frequency. Phthalates primarily originate from vinyl flooring, PVC pipes, toys, packaging, cosmetics, and personal care products. We found that reconstruction, notably new flooring and carpeting, significantly influenced phthalate levels. Our study underscores the complexity of factors influencing indoor phthalate levels, emphasising the need for comprehensive understanding and management strategies.

Multiannual characterisation of PM1 aerosol optical properties and size distribution at the urban atmospheric site ATOLL in Lille
Lenka Suchánková

Atmospheric aerosols belong to short-lived climate forcers with high spatial and temporal variability. Although their radiative effects are greatest on regional scales, changes in aerosol emissions can induce long-term global climate effects. Thus, measuring aerosol properties is essential to better understand aerosol’s impact on health and climate. Although several international projects and platforms have been monitoring aerosols worldwide (GAW, WMO, ACTRIS, EMEP, EUCAARI, etc.,), only PM10/PM2.5 cutoff sizes have been used for measurements, and information about PM1 particles is missing. This study aims to present aerosol scattering, absorption properties and particle number size distribution in PM1 in 2018-2022 at the urban atmospheric site ATOLL in Lille, France.

Toxicological analysis in patients with inhalation injury during their hospitalization
Vyklická Kateřina

Inhalation injury (INHI) may be caused by inhalation of hot stream and/or toxic compounds, such as polycyclic aromatic hydrocarbons (PAHs). In this prospective case series study, we aimed: i) to determine the PAHs in bronchoalveolar lavage (BAL) and hydroxy-PAHs (OH-PAHs) in urine, ii) to describe the dynamic changes of these toxic compounds throughout hospitalization in BAL and urine, and iii) to correlate these findings with clinical variables of the INHI patients. The highest levels of OH PAHs were found in the first day of the hospitalization, especially in patients with high-grade of INHI. In patients with INHI, the OH-PAHs in urine correlated with some of the clinical variables; thus, a determination of the OH-PAH sum in urine has a potential to serve as a prognostic marker in these patients.

Elucidation of the impact of Poly-and perfluorinated compounds (PFAS) on the liver
metabolome and associated diseases using a 3D advanced in vitro model
Brenner Daniela

Poly- and Perfluorinated compounds (PFAS) are persistent substances extensively employed in applications. Exposure to PFAS is associated with metabolic dysfunctions. This research aims to analyse the feasibility to investigate the impact of PFAS mixtures on the liver metabolome employing an advanced 3D-HepG2 in vitro model in long-term dynamic cultivation combined with 1H nuclear-magnetic-resonance spectroscopy (NMR).
Matured liver spheroids were exposed for 7 days to a reconstituted real-life PFAS mixture. Post-exposure extraction of non-polar and polar metabolites, from both media and cells, was conducted using a multiple-solvent extraction method. 1H NMR measurements resulted in a metabolic fingerprint of 30-40 metabolites. Concluding, the used advanced in vitro model combined with NMR metabolomics enables the assessment of PFAS mixtures on the liver metabolome.

Investigating the Structure-Property Relationships of Croconaine Dyes
Strada Rebecca

Croconaines are dyes structurally similar to cyanines, characterized by the presence of a five-membered central ring derivative of croconic acid. Croconaines are employed in several applications, including biomedicine. However, little is known about their steady-state and excited-states dynamics. We investigated the effects of functional groups on the dyes’ photophysical properties using steady-state spectroscopy where, e.g. an increase of the fluorescence quantum yield was observed with increasing solvent viscosity. We investigated aggregation and acid-base equilibria in aqueous media. Finally, transient absorption spectroscopy and fluorescence upconversion (FLUPS) revealed details of their excited state behavior.

Shedding Light on the Secrets of Nanoluc its Mechanism and Allosteric Behaviour
Horackova Jana

NanoLuc is a tiny but exceptionally bright bioluminescent enzyme designed in 2012 from a deep-sea shrimp luciferase. Despite its widespread use in biotechnology and biomedicine, the mechanism behind NanoLuc’s light emission remained unclear, posing a barrier to advancing bioluminescent technologies. To study NanoLuc’s catalysis, we combined laboratory and computational techniques, including crystallography, kinetic measurements, molecular docking, and molecular dynamics simulations with enhanced sampling. Our findings reveal that NanoLuc is monomeric in solution but is packed as a crystallographic homotetramer in some crystals. We identified two substrate binding sites: the catalytic site buried in NanoLuc’s core and an allosteric site on the oligomerization interface. Finally, we enhanced the bioluminescent reaction in the active site by modifying the allosteric site.

Mediterranean diet score linked to cognitive functioning in women
Hrežová Eliška

Mediterranean diet score linked to cognitive functioning in women: evidence from the Czech Republic
Evidence suggests that adherence to the Mediterranean diet (MED) may be beneficial in preventing cognitive decline. We aimed to explore this association in the Czech arm of Health Alcohol and Psychosocial factors in Eastern Europe study. MED score was calculated based on nine food groups from food frequency questionnaire. Cognitive function was assessed by four tests from which single z-scores were computed. The composite score of cognitive function was computed as the mean of z-scores. The cross-sectional associations between MED and composite score of cognitive function were analyzed using multivariate linear regression. Higher adherence to the MED was associated with better cognitive functioning in verbal memory and composite cognitive score in Czech females.

Automated sequential derivatization for GC-MS based metabolite profiling of human blood
Jbebli Akrem

Sample preparation is a crucial step in the analysis of chemicals in biological fluids. However, it is time-consuming, limiting application to large-scale population studies. Reduced manual handling can also minimize bias and enhance method robustness. An automated sequential direct derivatization approach has been developed Utilizing a cartesian robotic autosampler. The developed method comprises 35 minutes derivatization, and evidence significantly increased sample throughput. The procedure has been applied to various human blood matrices (serum, plasma, dried blood spots of venous and capillary blood) followed by GC-[EI]-Orbitrap MS analysis with the use of cost-effective material for quality assurance and quality control (QA/QC). So far, the method enables reproducible measurement for ~80 confirmed analytes, with hundreds more putative features detected.

Potential biomarkers of bone and adipose inter tissue crosstalk in obese bariatric patients
Holotová Simona

Obesity's impact on bone health is complex, involving mechanical and biochemical factors influenced by various variables. We conducted a study on 32 severely obese patients who underwent bariatric surgery, analyzing serum and adipose tissue samples using advanced proteomics techniques and dual-energy X-ray absorptiometry (DXA). We found 41 serum proteins positively and 37 negatively correlated with bone mineral density (BMD). Comparing these proteins with those altered in adipose tissue, six were identified as potential mediators of adipose-bone communication: Adipsin and Alkaline Phosphatase - Tissue-Nonspecific Isozyme (AP-TNAP) showed positive correlations, while Tcadherin, MCAM, CD44 Antigen, and Integrin Alpha-2 (ITGA2) exhibited negative correlations with BMD.

REVEALING BISPHENOL EXPOSURE IN CZECHIA: disparities across decades and significant determinants
Sapunova Daria

Bisphenol A (BPA) and its substitutes, bisphenols S and F (BPS and BPF), are synthetic compounds commonly used in plastics and epoxy resins. Concerns arise from their endocrine-disrupting properties, given their widespread presence in consumer goods. Our study analyzed data from three Czech cohorts: CELSPAC (school children and young adults) and DEMOCOPHES (mothers with children). We attempted to estimate associations between the concentrations and questionnaire data that could reflect potential sources of exposure. Results show lower BPA levels but higher BPS and BPF levels in the CELSPAC 2019-2020 cohort compared to DEMOCOPHES 2011-2012. Cosmetics and beverages predicted BPS and BPF exposure in young adults and school children, with makeup cosmetics significantly contributing to BPS levels among Czech female young adults.

Machine Learning for Dynamics-Aware Protein Sequence Design
Kouba Petr

Bisphenol A (BPA) and its substitutes, bisphenols S and F (BPS and BPF), are synthetic compounds commonly used in plastics and epoxy resins. Concerns arise from their endocrine-disrupting properties, given their widespread presence in consumer goods. Our study analyzed data from three Czech cohorts: CELSPAC (school children and young adults) and DEMOCOPHES (mothers with children). We attempted to estimate associations between the concentrations and questionnaire data that could reflect potential sources of exposure. Results show lower BPA levels but higher BPS and BPF levels in the CELSPAC 2019-2020 cohort compared to DEMOCOPHES 2011-2012. Cosmetics and beverages predicted BPS and BPF exposure in young adults and school children, with makeup cosmetics significantly contributing to BPS levels among Czech female young adults.

Time trends of flame retandarts additives in cars
Svobodová Petra

Vehicles, full of synthetic materials, which contain a complex mixture of additive chemicals. There is significant external impacts through variations in temperature and radiation that can influence the emission, degradation and fate of plastic additives.
We investigate the presence of brominated and organophosphate flame retardant (FR) additives in vehicles and evaluate the influence of vehicle age on the profile and levels of FRs detected. Vehicle dust was used as a surrogate matrix to indicate FR use in vehicle parts. Ten individual vehicles (1996-2021), two models of a Czech brand were tested.
We found that the levels of pentaBDE have decreased and there is no evident replacement of decaBDE. We assume the possible impact of recycling and degradation on substance levels.

Introducing MetaboPeak: Streamlining Environmental Metabolomics Analysis for Terrestrial Plant Metabolism Modeling
Divinová Renata

As global climate models forecast shifts in environmental conditions, understanding their impacts on forest ecosystems becomes imperative. Leveraging environmental metabolomics, this study employs LC-MS non-target analyses, exploratory statistics, and pathway analyses to unveil dynamic processes and stimuli. However, handling LC-MS data can be daunting. MetaboPeak, a new R package, addresses this challenge by automating processes, offering in-depth data insights, and facilitating file linking and data filtering. Designed to work with data from mass spectrometry software commonly used in metabolomics, MetaboPeak empowers even entry-level researchers to delve deeper into the intricacies of metabolomic data analysis, providing easy-to-follow insights and unlocking new possibilities for statistical analyses through preprocessing.

Assessment of Viable Bacterial Communities in Fresh and Stored Human Milk
Pivrncova Eliska

This study investigated the viable bacterial communities in human milk and how different storage conditions affect them. The 16S rRNA metagenomic analysis of human milk samples from lactating mothers revealed that treating milk with propidium monoazide (PMA) resulted in fewer viable bacterial variants and diversity than untreated samples. While cold storage did not significantly change the overall bacterial diversity, it affected the viability and abundance of specific genera such as Streptococcus and Staphylococcus. Moreover, the presence of contaminants from pumping equipment and reagents underscored the need for standard collection and processing protocols. These findings highlight the importance of storage practices on the microbial composition of pumped human milk and its potential impact on infant health.

One for all...?
Morphology-resolved search for mutations in non-responders to anti-EGFR therapy in colorectal carcinoma
Čarnogurská Martina

Colorectal cancer (CRC) is a significant global health concern, with limited therapeutic options for metastatic cases. This study delves into the genetic mutations present in primary tumors of 39 KRAS wild-type metastatic CRC patients undergoing anti-EGFR therapy. By employing deep next-generation sequencing of morphology-defined tumor regions and whole tumor samples, we analyzed 142 samples, revealing distinct mutational patterns between responders and non-responders, with the latter group exhibiting a higher mutational burden. Furthermore, BRAF mutations align with serrated and mucinous morphologies, while KRAS mutations (p.Lys147Glu and p.Ala146Thr, not clinically tested) are associated with mucinous and desmoplastic morphologies. Examination of genes linked to therapy response unveils substantial variability within tumors, underscoring the challenge of tumor heterogeneity in genetic profiling for treatment decisions.

Capturing Protein Dynamics and Their Determinants Using Explainable Artificial Intelligence
Haddadi Faraneh

Molecular dynamics is essential for unraveling the movements of biomolecules and their connection to biological mechanisms. Yet, traditional approaches to their analysis struggle with data complexity. Our project follows an alternative route and harnesses artificial neural networks and explainable artificial intelligence (XAI) to analyze two case studies: the dynamics of luciferases and interactions of Apolipoprotein E with a potential drug candidate. Our analysis revealed discrepancies between computational B-factors and residue relevancies in luciferases. We also identified regions of Apolipoprotein E critical for changes in its dynamical patterns due to the presence of the small molecule.

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