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Dissertation
Optical DNA mapping : The super-resolved genomic barcode
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Year: 2021 Publisher: Leuven KU Leuven. Faculty of Science

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Microbiota have been part of a delicately balanced symbiotic system with animalia for about as long as they have co-existed. Assisting with the processing of e.g. host-indigestible carbohydrates or the production of vitamins, gut microbiota constitute a major factor in the etiology of complex disorders. They are implicated in obesity, cardiovascular disease, autoimmune diseases like multiple sclerosis, rheumatoid arthrosis and inflammation conditions such as inflammatory bowel disease (IBD) Crohn's (CD) or even neurological conditions such as Alzheimer's (AD). Here, we present an approach for enterotype analysis via super-resolution DNA optical mapping. Based on site-specific, enzyme-mediated introduction of fluorophores to the genome, so-called barcodes can be visualized with fluorescence microscopy and assigned to the origin species using resampling statistics. The long-range genomic information unlocked by DNA optical mapping will allow the envisioned platform to complement widely used NGS approaches by providing a more cost-effective alternative in diagnostic applications.

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Dissertation
Multiplexing spatially resolved omics with increased resolution : Development of an expansion microscopy platform
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Year: 2021 Publisher: Leuven KU Leuven. Faculty of Science

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Cells are the fundamental functional units in all forms of life. Even though largelyall cells in a human body carry the same genetic information, we still knowsurprisingly little about their detailed composition. This is due to the vastamount of variation in a cell's gene expression. Specifically, each cell at a certainmoment in time has a certain set of genes that are switched on or off, resultingin different biomolecules which are being expressed, in their turn regulatingcellular processes. In order to understand the biological driving forces of healthand disease, a detailed map of the trillions of different cells with their specificbiomolecules and within their natural environment is needed. However, asbiomolecules are often much smaller than 200 nm, direct visualization in largequantities, e.g. through light microscopy imaging, is challenging. Recently, amethod named expansion microscopy addresses this issue in an elegant andcost-effective way. Compared to other, more classical super-resolutionfluorescence microscopy techniques, expansion microscopy embeds biologicalsamples in a water-absorbing polymer which can be physically expanded, layingbare their subcellular structures with nanometer precision on conventional lightmicroscopes. Following this approach, expansion microscopy has several advantages overother super-resolution fluorescence microscopy methods. Yielding a perfectlytransparent matrix, it is most suitable for nanoscale imaging of volumetricsamples such as pieces of tissue. For this reason, the field is now rapidly evolvingin a direction where it is combined with state-of-the-art fluorescent methods forsingle cell genome, transcriptome and proteome mapping in multicellularsamples. Nevertheless, expansion microscopy is still in its infancy, and certainhurdles remain to be tackled. In this thesis, we aim to contribute to thisendeavor, evaluating whether ExM is a suitable platform used to multiplexdifferent omics, by studying if expansion is isotropic, and if heterogeneities insample composition influence the expansion factor. We found that theexpansion hydrogel indeed has the potential to ensure isotropic expansion in alldimensions, but care should be taken during sample handling. Furthermore, ascell function is determined by different DNA, RNA and protein markers, the nextstep will be to study a combination of biomarkers in their spatial context viaintegrative techniques. For this reason, we seek for improved labeling strategies viii which better retain fluorescent signal in the expanded sample, and whichfacilitate simultaneous crosslinking of different biomolecules. These efforts haveresulted in an optimized expansion microscopy workflow, which was adopted toperform the first tests for implementing a protein multiplexing readout-schemein expansion microscopy, referred to as immuno-SABER. Finally, we exploredwhich resolution can be achieved when imaging expanded samples on superresolutionmicroscopy setups, with possible applications in resolving proteinultrastructures with nanoscale precision. Overall, this work brought us one stepcloser to using expansion microscopy as a multi-modal fluorescent detectionplatform with higher efficiency and reliability.

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Dissertation
Development of fluorescent protein-based strategies and microscopy techniques for cell signaling studies
Authors: --- --- --- ---
Year: 2021 Publisher: Leuven KU Leuven. Faculty of Science

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Cells are able to communicate with their environment owing to signal transduction processes, which on a higher level are controlling and maintaining the physiological conditions in the organism. Depending on the signaling pathway activated, the responses can be diverse, such as cell differentiation, death, or proliferation. In healthy organisms, all these processes are tightly regulated and even coupled together, forming elaborate networks. However, in pathological conditions damaging signals may keep being transmitted, or malfunctioning cells may keep growing and dividing. The latter often correlates with the appearance of disorders such as cancer, chronic inflammation, and neurodegenerative diseases, to name a few. It comes as no surprise that signal transduction therapy has a pivotal role in modern drug research. Accordingly, the focus of this work lies on developing new fluorescence microscopy tools and applying existing ones to investigate signal transduction pathways in living cells. More specifically, we aimed to develop a new mode to detect FRET, which relies on a dim fluorescent protein and its special characteristics. Dim fluorescent proteins and chromoproteins are generally unknown or overlooked by 'end users' of fluorescent proteins, who usually turn to the brightest possible variants for their applications. However, dim fluorescent proteins and chromoproteins possess certain photophysical characteristics thanks to which they perform better than their bright relatives in specific applications (e.g. in photoacoustic imaging). We review reported uses of dim fluorescent proteins and chromoproteins, and find a surprisingly big and expanding field, mostly in spectroscopic applications, but also in non-spectroscopic uses. We also propose a new application for dim fluorescent proteins, where we developed a new mode to quantify FRET, called 'FADED'. FADED by definition relies on dim fluorescent protein GeudaSapphire as a donor in a FRET pair, to accurately evaluate the FRETinduced angular displacement between donor and acceptor. Thus, FADED provides a new level of information for FRET quantification, i.e. the relative angle between donor and acceptor fluorescent proteins. The second aim of this work was to utilize fluorescent proteins and advanced fluorescence microscopy techniques to gain biological insight on ErbB3 receptors. The ErbB family of receptors plays an essential role in several normal cellular processes, but also in aberrant situations such as neurodegenerative diseases and cancer. Especially the interacting pair of ErbB2-ErbB3 has received a lot of attention from the scientific community, due to its oncogenic signaling potential. Moreover, several mutations on the ErbB3 gene have been identified in cancer patients, whose role in signaling potential has not been fully elucidated. We used established fluorescent proteins and a FP-based sensor to: a) establish a system to probe receptor interactions at the plasma membrane by employing raster image cross-correlation spectroscopy combined with pulsed interleaved excitation (PIE-ccRICS), and b) to follow the downstream signaling of ErbB3 and mutants via the ERK pathway, by using time-lapse FRET imaging.

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Dissertation
3D Biofabrication of myogenic tissue constructs

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Skeletal muscle tissue is one of the three types of muscle tissue in the human body, along with cardiac and smooth muscle. Skeletal muscle tissue is composed of long, multinucleated cells called myofibers, which are arranged in bundles called fascicles. Myoblasts, which are muscle progenitor cells, differentiate into myocytes which then fuse together to form multinucleated myotubes that further mature into myofibers. Skeletal muscle has some self-repair and renewal properties, but when there is considerable muscle loss or damage, this proves to be insufficient. Tissue engineering of skeletal muscle tissue is a promising future treatment for such medical conditions. Tissue engineering involves the development of biological tissue substitutes through a combination of cells, growth factors and scaffolds to mimic and recreate the 3D structure of native tissue. Skeletal muscle tissue constructs from tissue engineering could also be used to complement or replace animal models in research, for example in disease modelling or drug testing. Fibrin is a commonly used hydrogel for tissue engineering due to its biocompatibility but has rather poor characteristics when used for 3D bioprinting. By creating a hybrid hydrogel from fibrin and gelatin, the properties of fibrin could be improved upon for 3D bioprinting. A big challenge for tissue engineering is providing nutrients and oxygen to cells in the tissue engineered constructs through vascularization. Spheroids, which are multicellular aggregates of cells, have shown potential as an answer to the problem of vascularization. Sprouting of capillary-like structures has been observed in heterocellular spheroids containing endothelial cells. Therefore, incorporating spheroids in tissue engineered constructs could be a potential strategy for vascularization of these constructs. The aim of this thesis was to create skeletal muscle tissue constructs in the form of bioartificial muscles or manually extruded constructs using human myoblasts encapsulated in a fibrin-gelatin hydrogel to assess the effect of fibrin concentration on cell viability, formation and alignment of myotubes. Additionally, homo- and heterocellular spheroids were cultured in different conditions to further determine the characteristics of these spheroids for future applications in the biofabrication of skeletal muscle tissue constructs. Results showed that myotube formation increased as fibrin concentration decreased. Myotube alignment was also more prominent in the 1 mg/ml fibrin constructs compared to constructs of higher concentration. Furthermore, sprouting of capillary-like structures from triculture spheroid was dependent on the type of culture medium which highlights the need for novel formulations of culture medium for coculture spheroids. Finally, one day old spheroids doublets proved to fuse together at a faster rate than three or ten day old spheroids. Triculture spheroid doublets also fused at a quicker rate than monoculture spheroid doublets. The use of triculture myogenic spheroids containing endothelial cells and stem cells could therefore prove to be a viable strategy for biofabrication of muscle tissue constructs, especially in combination with a suitable hydrogel such as fibrin-gelatin hydrogel. However, further work needs to be done including, formulating the right culture medium and conditions while also adapting the hydrogel for the specific biofabrication application, e.g. 3D bioprinting.

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Dissertation
Studying an array of Biological Questions at the Nanoscale with Expansion Microscopy : From cells to viruses
Authors: --- --- --- ---
Year: 2022 Publisher: Leuven KU Leuven. Faculty of Science

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Microscopy and more specifically fluorescence microscopy is a beloved tool of many scientists to study small biological structures that cannot be resolved by the human eye. Still, even regular fluorescence microscopy is limited in resolution and detection of biomolecules that reside at the nanometer level require an improvement in resolving power. As a solution, super resolution microscopy has been developed over the years, realizing visualization of these ultra-small structures in different ways. In 2015, the lab of Edward Boyden at MIT established a novel and straightforward method to accomplish nanoscale resolution on a conventional diffraction limited microscope, called expansion microscopy. By infusing biological samples with suitable monomers, a super-absorbent polymer can be formed throughout the sample, which can be expanded and produce a perfectly transparent matrix. In order to preserve their original geometry, the biomolecules of interest are cross-linked inside this polymer, allowing not only to image the sample with an increased resolution but also retain spatial information to study these molecules within their cellular context.In this research, we will make use of expansion microscopy to investigate biological questions in various scientific fields ranging from membrane studies and epigenetics to virology studies. We demonstrate the development of trifunctional labels to target, anchor and detect biomolecules simultaneously inside the hydrogel network. This allowed expansion of membrane structures or the use of small labeling molecules like phalloidin, which was not possible before in expansion microscopy. Interestingly, we also show how different lipid bilayers inside the cells are targeted when another reporter, in this case a fluorescent dye, is used. Next, we move away from the more structural studies performed and dive deeper into cell nuclei to study the epigenome. We aimed to develop a method to gain information on interactions happening between an epigenetic reader and several epigenetic histone modifications. This was achieved via a combined technique of immunostaining, expansion microscopy and co-localization. We call this method expansion microscopy for epigenetics or ExEpi. Two different epigenetic readers, BRD4 and LEDGF, are studied with more detail to validate the technique and their preferred epigenetic modifications, H3K9/14ac and H3K36me3 respectively, are confirmed by ExEpi. When an increased concentration of the BET-inhibitor JQ1 was added to the assay, we also illustrated a decrease in co-localization between BRD4 and H3K9/14ac. Therefore we hypnotize this method could be used in the future as an epigenetic drug discovery assay. Finally, expansion microscopy is used as a tool to investigate two different retroviruses, MLV and HIV-1. More specifically, we look into interactions between MLV viruses and histone acetylation by adapting our ExEpi technique for localization of fluorescent MLV pre-integration complexes instead of epigenetic readers. As such, a comparative study between MLV wild-type vectors and MLV BET-independent vectors was executed to analyze potential distribution differences inside the nucleus. In the end, we implemented expansion microscopy in single-virus analysis of HIV-1 and investigate nuclear entry. For this, different structures inside the cell were targeted such as the nuclear pore complex and nuclear lamin but also the nuclear membrane was stained with our own trifunctional labels. In addition, a new variation of expansion microscopy was tested to increase our expansion factor and thus final resolution even more.In conclusion, expansion microscopy was used as a clever tool to easily investigate different biomolecules inside single-cells. This allowed us to study an array of biological questions at the nanoscale, all performed on regular diffraction limited microscopes and with relatively simple adaptations to the original expansion protocol.

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Dissertation
The influence of the ECM on Cancer Associated Fibroblasts and cancer cell interplay

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In this project the effect of the extracellular matrix (ECM) on cancer associated fibroblasts (CAF) and cancer interplay is being investigated. Different aspects of cancer associated fibroblast and the extracellular matrix are being studied on a colorectal isogenic cell line model, namely KM12C and KM12SM which are non-metastatic and metastatic cell lines respectively. The influence of cancer associated fibroblast on cancer was studied in two dimensions as well as in three dimensions using different experimental setups. Likewise, the role of the extracellular matrix was investigated in three dimensions. The influence of secreted components by the CAF was studied in a wound healing assay using conditioned media and induced an increment in migration speed for both KM12 cell lines in non-diluted and diluted media. In the co-culture wound healing assays we observed a pulling effect of CAF on KM12 cells. This was not observed with the non-cancerous counterpart BJ-hTERT cells. Likewise, in a three-dimensional model, which was realized by making spheroids, it could be observed that the CAF exert pulling forces on the KM12 cells. In the three-dimensional models it was also found that the spheroids degrade back to a monolayer after several days. Also, migrating individual cells at the outer edge of the spheroids were observed. Fluorescent analysis of different regions of the spheroids (top, bottom and middle region) indicates an increment in all those regions over a period of 72 hours on different surfaces (glass, Matrigel and PIC). However, it seems that KM12SM spheroids increase faster in Matrigel compared to the mixed spheroids (composed of KM12SM and CAF cells) which seems to increase faster on glass.

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Dissertation
Investigation of clathrin-mediated endocytosis in cancer metastasis using confocal and super-resolution microscopy

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Kanker is een aandoening die wereldwijd elk jaar miljoenen sterfgevallen veroorzaakt waarvoor metastase (uitzaaiing) grotendeels verantwoordelijk is. Bij metastase komen kankercellen los vanuit de primaire tumor, verspreiden zich naar een andere lichaamsdeel en vormen daar een nieuwe tumor. Darmkanker behoort tot het derde meest voorkomende kankertype met vele sterfgevallen. Uit eerder onderzoek vond men dat er in de metastatische cellen veel meer eiwitten aanwezig zijn die zorgen voor het transport van vesikels, zoals adaptor eiwit 2 (AP-2), dan in de niet-metastatisce cellen. AP-2 heeft een rol in clathrine-gemedieerde endocytose (CME), een proces waarbij de cel clathrine gebruikt om stoffen aan de buitenkant van de cel op te nemen. Daarom werd in deze masterproef de rol van CME en specifiek clathrine in metastase onderzocht met behulp van fluorescente eiwitten en verschillende metastatische en niet-metastatische cellijnen. Er werden twee verschillende colorectale kanker celmodellen gebruikt waarbij de niet-metastatische tumoren afkomstig waren van twee verschillende patienten. Voor het onderzoek gebruikten we zowel gewone (confocale) lichtmicroscopie, als superresolutie microscopie die het mogelijk maakt veel meer details te zien. Eerst bestudeerden we de structuur waarin clathrine voorkomt in de cellen. We vonden dat in alle niet-metastatische cellen clathrine voornamelijk als ronde puntjes (pits) bestaat, terwijl clathrine in de metastatische cellen ook een alternative, grotere, langere structuur heeft. We veronderstelden dat deze alternatieve clathrine structuren flat clathrin lattices (FCLs) zijn omdat deze al beschreven zijn in de literatuur als langer-levende patronen. Verder hebben we de clathrine structuren in de cellen geanalyseerd en deze gegroepeerd als pits of FCLs. Onze resulaten toonden aan dat de metastatische cellen veel meer FCLs en minder pits hebben ten opzichte van de niet-metastatische cellen. Daarnaast werden de grote, lange clathrinestructuren die in de metastatische cellen voorkwamen onderzocht met confocale microscopie. Hierbij werd er onder de microscoop naar deze structuren gekeken die tot 20 minuten bleven bestaan en konden we daarom besluiten dat deze de flat clathrin lattices (FCLs) zijn. De vorming van FCLs wordt onder andere beïnvloed door alles wat zich aan de buitenkant van de cel bevindt (extracellular matrix, ECM). Daarnaast is geweten dat tumorweefsel stijver is dan gezond celweefsel. Daarom hebben we het effect van verschillende stijfheden onderzocht op de vorming van CME en FCLs. Onze hypothese was dat bij een stijver substraat er meer FCLs zullen zijn door gefrusteerde endocytose. Gefrustreerde endocytose is een proces waarbij in normale gevallen de cel hard hecht aan de ECM waardoor de CME proces wordt verstoord. We vonden inderdaad dat een lage stijfheid, dus een zachte omgeving voor minder FCLs zorgt, vermoedelijk veroorzaakt door verminderde gefrusteerde endocytose. Voor de colorectale kankercellen hebben we het verband tussen clathrine structuren en metastase bevestigd gezien we aantoonden dat de FCLs voornamelijk voorkomen in de metastatische cellen. Daarom is het interessant om toekomstig onderzoek te doen naar CME in verschillende kankermodellen om dit verband verder te analyseren. Het is ook veelbelovend om in de toekomst de tumor in patiënten na te bootsen door verder in te spelen op de stijfheid van het tumorweefsel en zo het effect op CME en FCLs vorming te bekijken.

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Dissertation
Development of a flow model to study the effect of Piezo channels on the intracellular Ca2+ concentration

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It is often said that good communication would solve 90% of the world’s problems. This is no different for every cell in the human body. In order to survive in their dynamic environment, these cells require communication with other cells and with the matrix in which they are embedded. Communication can come in many forms. We often think of how certain chemicals can influence cells, but mechanical stimulations through poking, friction and pulling also have a great effect on cell functions. Inside the cell thousands and thousands of chemical (and mechanical) reactions regulate how a cell behaves itself. Since the cell’s interior is separated from the exterior by the plasma membrane, the cell needs to translate the mechanical signal into another language that can be analyzed by the cell and induce reactions. This process is called mechanotransduction. There are many molecules embedded in the membrane that can act as translators, one of which being mechanosensitive ion channels (MSCs) which gate the passage of small charged molecules (ions) through the membrane. Among these MSCs, Piezo channels gate calcium ions and are solely activated through mechanical stimulation. These calcium ions are one of the most important messengers to regulate processes inside the cell. Moreover, the structure of Piezo channels resembles that of a lever where small changes on one side can be multiplied and elicit bigger ones on the other side. This makes Piezo channels very sensitive to many physical forces such as friction applied by fluids to the membrane in which the channel resides. Since your body is primarily consisting of liquids, Piezo-channels have an important function all over the body. Consequently, when something goes wrong in the careful equilibrium of mechanisms your body is maintaining, e.g. during cancer, it can have a disastrous effect and has been proven that Piezo-channels enhance the spreading of cancer cells throughout the body, making this an interesting target for research. By using fluorescent calcium sensors, we can record how the activity of Piezo-channels and as a consequence, calcium ion concentration changes over time. These sensors can be brought inside the cell and can be monitored through light detection. The mechanical friction (shear stress) is applied to cells in a controlled environment by pushing fluids over a layer of cells within a chamber at a fixed speed. When we compare the gathered light data with systems that are more defined, we can optimize the experiment to make it represent the processes taking place in your body more accurately, which helps us to gather more mechanical details from the calcium sensors in the future.

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Dissertation
Quantifying the Förster resonance energy transfer of intracellular tension sensors for investigating mechanotransduction
Authors: --- --- ---
Year: 2021 Publisher: Leuven KU Leuven. Faculteit Ingenieurswetenschappen

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The importance of mechanotransduction pathways for fundamental biological processes, such as embryonic development and disease mechanisms, is becoming increasingly evident. Vinculin, found in focal adhesions, and nesprin, part of the LINC complex, are two extensively studied proteins thought to be engaged in mechanotransduction pathways. However, their specific roles within mechanotransduction pathways and their mechanical behavior are poorly understood. It is unclear whether vinculin and nesprin are subjected to tensile forces in vivo, and how tensile forces could direct their molecular interactions. Recently, molecular tension sensors have been developed that measure molecule deformations due to tensile forces. The aim of "Quantifying the Förster resonance energy transfer of intracellular tension sensors for investigating mechanotransduction", was to use vinculin and nesprin specific tension sensors to determine whether these proteins are subjected to tensile forces in vivo. Intensity-based and lifetime-based Förster Resonance Energy Transfer (FRET) measurements revealed no conclusive results about force-dependent deformation in vinculin or nesprin. Lifetime-based FRET analysis of one mouse embryonic fibroblast suggested force-dependent deformation of vinculin. However, both tension sensors were successfully inserted into human umbilical vein endothelial cells and yielded functional samples. Custom made software and graphical user interface proved to be a significant benefit for data visualization, interpretation, and analysis. Pitfalls and non-trivial experimental issues are also solved or described in this work. While not conclusive, the data strengthens the idea that both proteins are under tension in vivo. This work also emphasizes the need for further research, while simultaneously establishing a nearly operational experimental setup.

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Dissertation
Super-resolution investigation of integrin adhesions structures in colorectal cancer metastasis

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Kanker is wereldwijd een belangrijke ziekte, die zorgt voor een aanzienlijke last op de globale gezondheidszorg. Maar liefst negentig procent van alle kanker-gerelateerde overlijdens wordt veroorzaakt door uitzaaiing van de kanker naar een andere plaats in het lichaam, wat metastase genoemd wordt. Wij leggen de focus op dikkedarmkanker, momenteel de derde meest voorkomende en tweede meest dodelijke kanker wereldwijd. Eén van de belangrijkste uitdagingen bij dikkedarmkanker is dat symptomen vaak pas opgemerkt worden in een vergevorderd stadium wanneer de kanker reeds is uitgezaaid, terwijl vroege detectie belangrijk is voor het starten van een behandeling en voorkomen van metastase. Wij bestudeerden daarom eiwitten in de cel die mogelijks betrokken zijn bij metastase in dikkedarmkanker. We focussen op integrine eiwitten, receptoren die op de buitenkant van de cel staan en signalen naar de binnenkant van de cel kunnen doorgeven. Integrines kunnen dus voelen wat er zich buiten de cel bevindt; namelijk andere cellen, en de extracellulaire matrix (ECM), een 3-dimensionaal netwerk van onder andere collageen, fibronectine en vitronectine dat de cel ondersteunt. Niet alleen kunnen cellen daarom reageren op hun omgeving, ook kunnen ze zo door de ECM voortbewegen. Integrines worden niet voor niets de “handen en voeten” van de cel genoemd. Tijdens metastase is de ECM stijver en bewegen cellen sneller, en daarom onderzoeken wij hoe integrines betrokken zijn bij metastase. In het algemeen bestaan er meerdere soorten integrine complexen, elk met hun specifieke eigenschappen, en hier ligt de focus op twee soorten structuren: focale adhesies en reticulaire adhesies. We bekeken 2 componenten van integrine complexen, namelijk vinculine en integrine αVβ5, in een standaard kankermodel (HeLa), alsook in gemetastaseerde en niet-gemetastaseerde dikkedarmkankercellen. We gebruikten hiervoor een gewone fluorescentiemicroscoop (confocaal) en een microscoop die ons meer details kan laten zien (superresolutie). Vervolgens probeerden we een onderscheid te maken tussen focale en reticulaire adhesies op basis van hun samenstelling. Structuren die zowel vinculine als integrine αVβ5 bevatten, werden beschouwd als focale adhesies, terwijl structuren die enkel integrine αVβ5 bevatten, werden beschouwd als reticulaire adhesies. Daarnaast keken we naar de invloed van de extracellulaire omgeving door middel van coatings, bestaande uit verschillende componenten van de ECM, op integrine complexen. We ontdekten dat reticulaire adhesies het best gevisualiseerd konden worden op collageen en vitronectine, en dat deze structuren veel minder te zien waren op een glazen oppervlak of een fibronectine coating. Bovendien probeerden we focale en reticulaire adhesies te onderscheiden door te kijken waar vinculine overlapt met integrine αVβ5, en zo mogelijke verschillen tussen ECM componenten te ontrafelen, maar een nauwkeurige kwantificatie bleek uitdagend. Samengevat zijn deze resultaten een belangrijke eerste stap in het begrijpen van de moleculaire processen die bijdragen aan de uitzaaiing van colorectale kanker. Verder onderzoek is nodig voor de ontwikkeling van nieuwe vroegtijdige detectiemethoden en therapieën om deze ziekte effectief te bestrijden.

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