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1.
Heliyon ; 10(9): e30239, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38707416

ABSTRACT

Classification of live or fixed cells based on their unlabeled microscopic images would be a powerful tool for cell biology and pathology. For such software, the first step is the generation of a ground truth database that can be used for training and testing AI classification algorithms. The Application of cells expressing fluorescent reporter proteins allows the building of ground truth datasets in a straightforward way. In this study, we present an automated imaging pipeline utilizing the Cellpose algorithm for the precise cell segmentation and measurement of fluorescent cellular intensities across multiple channels. We analyzed the cell cycle of HeLa-FUCCI cells expressing fluorescent red and green reporter proteins at various levels depending on the cell cycle state. To build the dataset, 37,000 fixed cells were automatically scanned using a standard motorized microscope, capturing phase contrast and fluorescent red/green images. The fluorescent pixel intensity of each cell was integrated to calculate the total fluorescence of cells based on cell segmentation in the phase contrast channel. It resulted in a precise intensity value for each cell in both channels. Furthermore, we conducted a comparative analysis of Cellpose 1.0 and Cellpose 2.0 in cell segmentation performance. Cellpose 2.0 demonstrated notable improvements, achieving a significantly reduced false positive rate of 2.7 % and 1.4 % false negative. The cellular fluorescence was visualized in a 2D plot (map) based on the red and green intensities of the FUCCI construct revealing the continuous distribution of cells in the cell cycle. This 2D map enables the selection and potential isolation of single cells in a specific phase. In the corresponding heatmap, two clusters appeared representing cells in the red and green states. Our pipeline allows the high-throughput and accurate measurement of cellular fluorescence providing extensive statistical information on thousands of cells with potential applications in developmental and cancer biology. Furthermore, our method can be used to build ground truth datasets automatically for training and testing AI cell classification. Our automated pipeline can be used to analyze thousands of cells within 2 h after putting the sample onto the microscope.

2.
Sci Rep ; 14(1): 11719, 2024 05 22.
Article in English | MEDLINE | ID: mdl-38778185

ABSTRACT

Cell adhesion experiments are important in tissue engineering and for testing new biologically active surfaces, prostheses, and medical devices. Additionally, the initial state of adhesion (referred to as nascent adhesion) plays a key role and is currently being intensively researched. A critical step in handling all adherent cell types is their dissociation from their substrates for further processing. Various cell dissociation methods and reagents are used in most tissue culture laboratories (here, cell dissociation from the culture surface, cell harvesting, and cell detachment are used interchangeably). Typically, the dissociated cells are re-adhered for specific measurements or applications. However, the impact of the choice of dissociation method on cell adhesion in subsequent measurements, especially when comparing the adhesivity of various surfaces, is not well clarified. In this study, we demonstrate that the application of a label-free optical sensor can precisely quantify the effect of cell dissociation methods on cell adhesivity, both at the single-cell and population levels. The optical measurements allow for high-resolution monitoring of cellular adhesion without interfering with the physiological state of the cells. We found that the choice of reagent significantly alters cell adhesion on various surfaces. Our results clearly demonstrate that biological conclusions about cellular adhesion when comparing various surfaces are highly dependent on the employed dissociation method. Neglecting the choice of cellular dissociation can lead to misleading conclusions when evaluating cell adhesion data from various sources and comparing the adhesivity of two different surfaces (i.e., determining which surface is more or less adhesive).


Subject(s)
Cell Adhesion , Humans , Surface Properties
3.
Sci Rep ; 14(1): 11231, 2024 05 16.
Article in English | MEDLINE | ID: mdl-38755203

ABSTRACT

Selecting and isolating various cell types is a critical procedure in many applications, including immune therapy, regenerative medicine, and cancer research. Usually, these selection processes involve some labeling or another invasive step potentially affecting cellular functionality or damaging the cell. In the current proof of principle study, we first introduce an optical biosensor-based method capable of classification between healthy and numerous cancerous cell types in a label-free setup. We present high classification accuracy based on the monitored single-cell adhesion kinetic signals. We developed a high-throughput data processing pipeline to build a benchmark database of ~ 4500 single-cell adhesion measurements of a normal preosteoblast (MC3T3-E1) and various cancer (HeLa, LCLC-103H, MDA-MB-231, MCF-7) cell types. Several datasets were used with different cell-type selections to test the performance of deep learning-based classification models, reaching above 70-80% depending on the classification task. Beyond testing these models, we aimed to draw interpretable biological insights from their results; thus, we applied a deep neural network visualization method (grad-CAM) to reveal the basis on which these complex models made their decisions. Our proof-of-concept work demonstrated the success of a deep neural network using merely label-free adhesion kinetic data to classify single mammalian cells into different cell types. We propose our method for label-free single-cell profiling and in vitro cancer research involving adhesion. The employed label-free measurement is noninvasive and does not affect cellular functionality. Therefore, it could also be adapted for applications where the selected cells need further processing, such as immune therapy and regenerative medicine.


Subject(s)
Cell Adhesion , Single-Cell Analysis , Humans , Single-Cell Analysis/methods , Kinetics , Mice , Animals , Biosensing Techniques/methods , Cell Line, Tumor
4.
Am J Obstet Gynecol ; 2023 Nov 13.
Article in English | MEDLINE | ID: mdl-37967697

ABSTRACT

OBJECTIVE: This study aimed to investigate the prognostic role of concomitant histological fetal inflammatory response with chorioamnionitis on neonatal outcomes through a systematic review and meta-analysis of existing literature. DATA SOURCES: The primary search was conducted on October 17, 2021, and it was updated on May 26, 2023, across 4 separate databases (MEDLINE, the Cochrane Central Register of Controlled Trials, Embase, and Scopus) without using any filters. STUDY ELIGIBILITY CRITERIA: Observational studies reporting obstetrical and neonatal outcomes of infant-mother dyads with histological chorioamnionitis and histological fetal inflammatory response vs infant-mother dyads with histological chorioamnionitis alone were eligible. Studies that enrolled only preterm neonates, studies on neonates born before 37 weeks of gestation, or studies on neonates with very low birthweight (birthweight <1500 g) were included. The protocol was registered with the International Prospective Register of Systematic Reviews (registration number: CRD42021283448). METHODS: The records were selected by title, abstract, and full text, and disagreements were resolved by consensus. Random-effect model-based pooled odds ratios with corresponding 95% confidence intervals were calculated for dichotomous outcomes. RESULTS: Overall, 50 studies were identified. A quantitative analysis of 14 outcomes was performed. Subgroup analysis using the mean gestational age of the studies was performed, and a cutoff of 28 weeks of gestation was implemented. Among neonates with lower gestational ages, early-onset sepsis (pooled odds ratio, 2.23; 95% confidence interval, 1.76-2.84) and bronchopulmonary dysplasia (pooled odds ratio, 1.30; 95% confidence interval, 1.02-1.66) were associated with histological fetal inflammatory response. Our analysis showed that preterm neonates with a concomitant histological fetal inflammatory response are more likely to develop intraventricular hemorrhage (pooled odds ratio, 1.54; 95% confidence interval, 1.18-2.02) and retinopathy of prematurity (pooled odds ratio, 1.37; 95% confidence interval, 1.03-1.82). The odds of clinical chorioamnionitis were almost 3-fold higher among infant-mother dyads with histological fetal inflammatory response than among infant-mother dyads with histological chorioamnionitis alone (pooled odds ratio, 2.99; 95% confidence interval, 1.96-4.55). CONCLUSION: This study investigated multiple neonatal outcomes and found association in the case of 4 major morbidities: early-onset sepsis, bronchopulmonary dysplasia, intraventricular hemorrhage, and retinopathy of prematurity.

5.
J Extracell Vesicles ; 12(12): e12388, 2023 12.
Article in English | MEDLINE | ID: mdl-38032323

ABSTRACT

In the past decade, extracellular vesicles (EVs) have attracted substantial interest in biomedicine. With progress in the field, we have an increasing understanding of cellular responses to EVs. In this Technical Report, we describe the direct nanoinjection of EVs into the cytoplasm of single cells of different cell lines. By using robotic fluidic force microscopy (robotic FluidFM), nanoinjection of GFP positive EVs and EV-like particles into single live HeLa, H9c2, MDA-MB-231 and LCLC-103H cells proved to be feasible. This injection platform offered the advantage of high cell selectivity and efficiency. The nanoinjected EVs were initially localized in concentrated spot-like regions within the cytoplasm. Later, they were transported towards the periphery of the cells. Based on our proof-of-principle data, robotic FluidFM is suitable for targeting single living cells by EVs and may lead to information about intracellular EV cargo delivery at a single-cell level.


Subject(s)
Extracellular Vesicles , Robotic Surgical Procedures , Humans , Microscopy, Atomic Force , Biological Transport , HeLa Cells
6.
Inflamm Bowel Dis ; 29(12): 1971-1980, 2023 Dec 05.
Article in English | MEDLINE | ID: mdl-36789751

ABSTRACT

BACKGROUND: Biological agents have transformed the management of inflammatory bowel disease (IBD). However, intestinal resection is still unavoidable in complicated IBD. It is still under debate whether antitumor necrosis factor (TNF)-α is related to higher postoperative complications in children with IBD. Therefore, we aimed to analyze data on preoperative anti-TNF-α and postoperative complications in pediatric IBD. METHODS: We conducted a systematic literature search in 4 databases for studies that compared the incidence of postoperative complications between children with IBD who received anti-TNF-α treatment within 12 weeks prior to intestinal resection and who did not receive anti-TNF-α before the operation. To analyze this question, pooled odds ratios (ORs) were calculated with 95% confidence intervals (CIs). Odds ratios higher than 1 mean higher complication rate among children treated with preoperative anti-TNF-α, whereas an OR lower than 1 means lower complication rate. The I² value was calculated to measure the strength of the between-study heterogeneity, where a smaller percentage means the lower heterogeneity. RESULTS: We found 8 eligible articles with 526 pediatric patients with IBD. The primary outcome was the overall complication. The pooled OR of overall complications was 1.38 (95% CI, 0.10-18.76; P = .65; I2 = 34%) in contrast, the OR of infectious and noninfectious complications were 0.59 (95% CI, 0.21-1.69; P = .16; I2 = 0%) and 0.48 (95% CI, 0.18-1.25; p = .09; I2 = 0%), although both showed a nonsignificant result. CONCLUSION: There is no significant association between preoperative anti-TNF-α therapy and postoperative complications in children with IBD after intestinal resection. However, the evidence is low due to the low number of studies investigating this question.


Subject(s)
Inflammatory Bowel Diseases , Tumor Necrosis Factor Inhibitors , Humans , Child , Tumor Necrosis Factor Inhibitors/adverse effects , Inflammatory Bowel Diseases/drug therapy , Inflammatory Bowel Diseases/surgery , Inflammatory Bowel Diseases/complications , Postoperative Complications/etiology , Postoperative Complications/epidemiology , Tumor Necrosis Factor-alpha
7.
Int J Mol Sci ; 24(4)2023 Feb 16.
Article in English | MEDLINE | ID: mdl-36835391

ABSTRACT

Angiotensin II (AngII) is a vasoactive peptide hormone, which, under pathological conditions, contributes to the development of cardiovascular diseases. Oxysterols, including 25-hydroxycholesterol (25-HC), the product of cholesterol-25-hydroxylase (CH25H), also have detrimental effects on vascular health by affecting vascular smooth muscle cells (VSMCs). We investigated AngII-induced gene expression changes in VSMCs to explore whether AngII stimulus and 25-HC production have a connection in the vasculature. RNA-sequencing revealed that Ch25h is significantly upregulated in response to AngII stimulus. The Ch25h mRNA levels were elevated robustly (~50-fold) 1 h after AngII (100 nM) stimulation compared to baseline levels. Using inhibitors, we specified that the AngII-induced Ch25h upregulation is type 1 angiotensin II receptor- and Gq/11 activity-dependent. Furthermore, p38 MAPK has a crucial role in the upregulation of Ch25h. We performed LC-MS/MS to identify 25-HC in the supernatant of AngII-stimulated VSMCs. In the supernatants, 25-HC concentration peaked 4 h after AngII stimulation. Our findings provide insight into the pathways mediating AngII-induced Ch25h upregulation. Our study elucidates a connection between AngII stimulus and 25-HC production in primary rat VSMCs. These results potentially lead to the identification and understanding of new mechanisms in the pathogenesis of vascular impairments.


Subject(s)
Angiotensin II , Muscle, Smooth, Vascular , Steroid Hydroxylases , Animals , Rats , Angiotensin II/metabolism , Cells, Cultured , Chromatography, Liquid , Gene Expression , Muscle, Smooth, Vascular/enzymology , Myocytes, Smooth Muscle/metabolism , Tandem Mass Spectrometry , Steroid Hydroxylases/genetics
8.
ACS Appl Bio Mater ; 6(1): 64-73, 2023 01 16.
Article in English | MEDLINE | ID: mdl-36239448

ABSTRACT

Functionalized nanoparticles (NPs) are widely used in targeted drug delivery and biomedical imaging due to their penetration into living cells. The outer coating of most cells is a sugar-rich layer of the cellular glycocalyx, presumably playing an important part in any uptake processes. However, the exact role of the cellular glycocalyx in NP uptake is still uncovered. Here, we in situ monitored the cellular uptake of gold NPs─functionalized with positively charged alkaline thiol (TMA)─into adhered cancer cells with or without preliminary glycocalyx digestion. Proteoglycan (PG) components of the glycocalyx were treated by the chondroitinase ABC enzyme. It acts on chondroitin 4-sulfate, chondroitin 6-sulfate, and dermatan sulfate and slowly on hyaluronate. The uptake measurements of HeLa cells were performed by applying a high-throughput label-free optical biosensor based on resonant waveguide gratings. The positively charged gold NPs were used with different sizes [d = 2.6, 4.2, and 7.0 nm, small (S), medium (M), and large(L), respectively]. Negatively charged citrate-capped tannic acid (CTA, d = 5.5 nm) NPs were also used in control experiments. Real-time biosensor data confirmed the cellular uptake of the functionalized NPs, which was visually proved by transmission electron microscopy. It was found that the enzymatic digestion facilitated the entry of the positively charged S- and M-sized NPs, being more pronounced for the M-sized. Other enzymes digesting different components of the glycocalyx were also employed, and the results were compared. Glycosaminoglycan digesting heparinase III treatment also increased, while glycoprotein and glycolipid modifying neuraminidase decreased the NP uptake by HeLa cells. This suggests that the sialic acid residues increase, while heparan sulfate decreases the uptake of positively charged NPs. Our results raise the hypothesis that cellular uptake of 2-4 nm positively charged NPs is facilitated by glycoprotein and glycolipid components of the glycocalyx but inhibited by PGs.


Subject(s)
Glycocalyx , Metal Nanoparticles , Humans , Gold/chemistry , HeLa Cells , Metal Nanoparticles/chemistry , Glycosaminoglycans , Chondroitin Sulfates
9.
J Chromatogr A ; 1685: 463597, 2022 Dec 06.
Article in English | MEDLINE | ID: mdl-36371923

ABSTRACT

Efficient phosphoproteomic analysis of small amounts of biological samples (e.g. tissue biopsies) requires carefully selected enrichment and purification steps prior to the nanoflow HPLC-MS/MS analysis. Solid-phase extraction (SPE) is one of the most commonly used approaches for sample preparation. Several stationary phases are available for peptide SPE purification, however, most of the published methods are not optimized to provide good recoveries of phosphorylated peptides. Our goal was to investigate the performance of 13 self-packed and 3 commercial centrifugal SPE cartridges/spin tips, thus enhancing the efficiency of the phosphoproteomic analysis of small amounts of complex protein mixtures. Eight reversed-phase (RP), five graphite, two ion-exchange, and one hydrophilic-lipophilic balance (HLB) stationary phase were evaluated. Two RP, one graphite, and the HLB self-packed centrifugal SPE tips provided excellent results for the purification of 1 µg tissue and cell line digests. Using these methods, the sample loss was significantly reduced compared to one of the commercial SPE methods, 22-58% more unique phosphopeptides were identified, and the recovery was higher by 132-155%.


Subject(s)
Graphite , Phosphopeptides , Tandem Mass Spectrometry , Solid Phase Extraction/methods , Chromatography, High Pressure Liquid/methods
10.
Ann Clin Lab Sci ; 52(2): 314-322, 2022 Mar.
Article in English | MEDLINE | ID: mdl-35414510

ABSTRACT

OBJECTIVE: The aim of this study was to investigate the correlation between instrumental and morphological cell differential methods in body fluid (BF) samples. METHODS: Forty ascitic (AF) and forty cerebrospinal (CSF) fluid samples were measured with Sysmex XN1000 and XN2000 instruments in BF mode. Flow cytometry (FC) was carried out with FACS Canto II. From the centrifuged cytospin preparations mononuclear (MN%) and polymorphonuclear (PMN%) cell percentages were determined using optical microscopy (OM) and a digital cell morphology system CellaVision (CV). RESULTS: Both Passing-Bablok and Bland-Altman analysis showed strong correlation between the hematology analyzers for total cell count (TC), white blood cell count (WBC), MN%, and PMN% in BFs. With slightly inferior results, all other WBC differential methods showed acceptable correlation. Passing-Bablok regression analysis yielded a slope encompassing 1.0 in all method comparisons except for three scenarios in CSF. The bias calculated with Bland-Altman plots was comprised between -6.05% and 6.05%. Strong correlations were found when comparing XN1000, XN2000, and CV to OM and FC method with linear regression analysis (r values between 0.905 and 0.984). CONCLUSION: We found strong correlation between instrumental and manual morphological WBC differential methods when testing BF samples containing no tumor cells.


Subject(s)
Body Fluids , Hematology , Flow Cytometry/methods , Hematology/methods , Humans , Leukocyte Count , Microscopy/methods , Reproducibility of Results
11.
Biosensors (Basel) ; 12(2)2022 Jan 20.
Article in English | MEDLINE | ID: mdl-35200317

ABSTRACT

Bacteria repellent surfaces and antibody-based coatings for bacterial assays have shown a growing demand in the field of biosensors, and have crucial importance in the design of biomedical devices. However, in-depth investigations and comparisons of possible solutions are still missing. The optical waveguide lightmode spectroscopy (OWLS) technique offers label-free, non-invasive, in situ characterization of protein and bacterial adsorption. Moreover, it has excellent flexibility for testing various surface coatings. Here, we describe an OWLS-based method supporting the development of bacteria repellent surfaces and characterize the layer structures and affinities of different antibody-based coatings for bacterial assays. In order to test nonspecific binding blocking agents against bacteria, OWLS chips were coated with bovine serum albumin (BSA), I-block, PAcrAM-g-(PMOXA, NH2, Si), (PAcrAM-P) and PLL-g-PEG (PP) (with different coating temperatures), and subsequent Escherichia coli adhesion was monitored. We found that the best performing blocking agents could inhibit bacterial adhesion from samples with bacteria concentrations of up to 107 cells/mL. Various immobilization methods were applied to graft a wide range of selected antibodies onto the biosensor's surface. Simple physisorption, Mix&Go (AnteoBind) (MG) films, covalently immobilized protein A and avidin-biotin based surface chemistries were all fabricated and tested. The surface adsorbed mass densities of deposited antibodies were determined, and the biosensor;s kinetic data were evaluated to divine the possible orientations of the bacteria-capturing antibodies and determine the rate constants and footprints of the binding events. The development of affinity layers was supported by enzyme-linked immunosorbent assay (ELISA) measurements in order to test the bacteria binding capabilities of the antibodies. The best performance in the biosensor measurements was achieved by employing a polyclonal antibody in combination with protein A-based immobilization and PAcrAM-P blocking of nonspecific binding. Using this setting, a surface sensitivity of 70 cells/mm2 was demonstrated.


Subject(s)
Adhesives , Biosensing Techniques , Adsorption , Bacteria , Coated Materials, Biocompatible/chemistry , Coated Materials, Biocompatible/pharmacology , Serum Albumin, Bovine/chemistry , Serum Albumin, Bovine/immunology , Surface Properties
12.
Front Pharmacol ; 13: 811836, 2022.
Article in English | MEDLINE | ID: mdl-35153784

ABSTRACT

The urine concentrating function of the kidney is essential to maintain the water homeostasis of the human body. It is mainly regulated by the arginine-vasopressin (AVP), which targets the type 2 vasopressin receptor (V2R) in the kidney. The inability of V2R to respond to AVP stimulation leads to decreased urine concentration and congenital nephrogenic diabetes insipidus (NDI). NDI is characterized by polyuria, polydipsia, and hyposthenuria. In this study, we identified a point mutation (S127F) in the AVPR2 gene of an NDI patient, and we characterized the impaired function of the V2R mutant in HEK293 cells. Based on our data, the S127F-V2R mutant is almost exclusively located intracellularly in the endoplasmic reticulum (ER), and very few receptors were detected at the cell surface, where the receptor can bind to AVP. The overexpressed S127F-V2R mutant receptor has negligible cAMP generation capability compared to the wild-type receptor in response to AVP stimulation. Since certain misfolded mutant proteins, that are retained in the ER, can be rescued by pharmacological chaperones, we examined the potential rescue effects of two pharmacochaperones on the S127F-V2R. We found that pretreatment with both tolvaptan (an established V2R inverse agonist) and MCF14 compound (a cell-permeable high-affinity agonist for the V2R) were capable of partially restoring the cAMP generating function of the receptor in response to vasopressin stimulation. According to our data, both cell permeant agonists and antagonists can function as pharmacochaperones, and serve as the starting compounds to develop medicines for patients carrying the S127F mutation.

13.
Cells ; 10(12)2021 12 15.
Article in English | MEDLINE | ID: mdl-34944046

ABSTRACT

Activation of the type I angiotensin receptor (AT1-R) in vascular smooth muscle cells (VSMCs) plays a crucial role in the regulation of blood pressure; however, it is also responsible for the development of pathological conditions such as vascular remodeling, hypertension and atherosclerosis. Stimulation of the VSMC by angiotensin II (AngII) promotes a broad variety of biological effects, including gene expression changes. In this paper, we have taken an integrated approach in which an analysis of AngII-induced gene expression changes has been combined with the use of small-molecule inhibitors and lentiviral-based gene silencing, to characterize the mechanism of signal transduction in response to AngII stimulation in primary rat VSMCs. We carried out Affymetrix GeneChip experiments to analyze the effects of AngII stimulation on gene expression; several genes, including DUSP5, DUSP6, and DUSP10, were identified as upregulated genes in response to stimulation. Since various dual-specificity MAPK phosphatase (DUSP) enzymes are important in the regulation of mitogen-activated protein kinase (MAPK) signaling pathways, these genes have been selected for further analysis. We investigated the kinetics of gene-expression changes and the possible signal transduction processes that lead to altered expression changes after AngII stimulation. Our data shows that the upregulated genes can be stimulated through multiple and synergistic signal transduction pathways. We have also found in our gene-silencing experiments that epidermal growth factor receptor (EGFR) transactivation is not critical in the AngII-induced expression changes of the investigated genes. Our data can help us understand the details of AngII-induced long-term effects and the pathophysiology of AT1-R. Moreover, it can help to develop potential interventions for those symptoms that are induced by the over-functioning of this receptor, such as vascular remodeling, cardiac hypertrophy or atherosclerosis.


Subject(s)
Gene Expression Regulation, Enzymologic , Mitogen-Activated Protein Kinase Phosphatases/genetics , Muscle, Smooth, Vascular/cytology , Myocytes, Smooth Muscle/enzymology , Receptor, Angiotensin, Type 1/metabolism , Angiotensin II/pharmacology , Animals , Cell Line , Epidermal Growth Factor/pharmacology , ErbB Receptors/metabolism , Gene Expression Regulation, Enzymologic/drug effects , Kinetics , Lentivirus/metabolism , Male , Matrix Metalloproteinases/metabolism , Mitogen-Activated Protein Kinase Phosphatases/metabolism , Myocytes, Smooth Muscle/drug effects , Protein Kinase Inhibitors/pharmacology , RNA, Small Interfering/metabolism , Rats, Wistar , Signal Transduction/drug effects , Time Factors , Up-Regulation/genetics
14.
J Colloid Interface Sci ; 599: 620-630, 2021 Oct.
Article in English | MEDLINE | ID: mdl-33984760

ABSTRACT

Fluidic flow plays important roles in colloid and interface sciences. Measuring adsorption, aggregation processes and living cell behavior under a fluidic environment with varied flow velocities in a parallel and high-throughput manner remains to be a challenging task. Here a method is introduced to monitor cell response to well-defined flow with varied velocities over an array of label-free resonant waveguide grating (RWG) based optical biosensors. The arrangement consists of a circular well with an array of biosensors at the bottom surface. By rotating the liquid over the biosensor array using a magnetic stirrer bar, flow velocities from zero to a predefined maximum can be easily established over different locations within the biosensor array as characterized in detail by numerical simulations. Cell adhesion and detachment measurements on an Arg-Gly-Asp (RGD) peptide functionalized surface were performed to demonstrate i) measurements at a wide range of simultaneous flow velocities over the same interface; ii) the possibility of parallel measurements at the same flow conditions in one run; and iii) the simple tuning of the employed range of flow velocities. Our setup made it possible to analyze the magnitude and rate of cell detachment at various flow velocities in parallel and determine the critical velocity and force where cells start to detach from the RGD motif displaying biomimetic surface. Furthermore, cellular response to simultaneous mechanical (flow) and chemical stimulation was also investigated using trypsin as a model. This study opens a new possibility to investigate interface phenomena under predefined and conveniently varied flow conditions.


Subject(s)
Biosensing Techniques , Oligopeptides , Cell Adhesion , Rotation
15.
Sci Rep ; 10(1): 22422, 2020 12 30.
Article in English | MEDLINE | ID: mdl-33380731

ABSTRACT

The glycocalyx is thought to perform a potent, but not yet defined function in cellular adhesion and signaling. Since 95% of cancer cells have altered glycocalyx structure, this role can be especially important in cancer development and metastasis. The glycocalyx layer of cancer cells directly influences cancer progression, involving the complicated kinetic process of cellular adhesion at various levels. In the present work, we investigated the effect of enzymatic digestion of specific glycocalyx components on cancer cell adhesion to RGD (arginine-glycine-aspartic acid) peptide motif displaying surfaces. High resolution kinetic data of cell adhesion was recorded by the surface sensitive label-free resonant waveguide grating (RWG) biosensor, supported by fluorescent staining of the cells and cell surface charge measurements. We found that intense removal of chondroitin sulfate (CS) and dermatan sulfate chains by chondroitinase ABC reduced the speed and decreased the strength of adhesion of HeLa cells. In contrast, mild digestion of glycocalyx resulted in faster and stronger adhesion. Control experiments on a healthy and another cancer cell line were also conducted, and the discrepancies were analysed. We developed a biophysical model which was fitted to the kinetic data of HeLa cells. Our analysis suggests that the rate of integrin receptor transport to the adhesion zone and integrin-RGD binding is strongly influenced by the presence of glycocalyx components, but the integrin-RGD dissociation is not. Moreover, based on the kinetic data we calculated the dependence of the dissociation constant of integrin-RGD binding on the enzyme concentration. We also determined the dissociation constant using a 2D receptor binding model based on saturation level static data recorded at surfaces with tuned RGD densities. We analyzed the discrepancies of the kinetic and static dissociation constants, further illuminating the role of cancer cell glycocalyx during the adhesion process. Altogether, our experimental results and modelling demonstrated that the chondroitin sulfate and dermatan sulfate chains of glycocalyx have an important regulatory function during the cellular adhesion process, mainly controlling the kinetics of integrin transport and integrin assembly into mature adhesion sites. Our results potentially open the way for novel type of cancer treatments affecting these regulatory mechanisms of cellular glycocalyx.


Subject(s)
Cell Adhesion/physiology , Glycocalyx/metabolism , Glycocalyx/pathology , Neoplasms/metabolism , Neoplasms/pathology , Biophysical Phenomena , Biosensing Techniques , Chondroitin ABC Lyase/metabolism , Chondroitin Sulfates/metabolism , Dermatan Sulfate/metabolism , Focal Adhesions/metabolism , Focal Adhesions/pathology , HeLa Cells , Humans , Integrins/metabolism , Kinetics , Models, Biological , Oligopeptides/metabolism
16.
Rep Pract Oncol Radiother ; 24(2): 158-164, 2019.
Article in English | MEDLINE | ID: mdl-30814915

ABSTRACT

AIM AND BACKGROUND: To investigate the feasibility of in vivo rectal dosimetry in image-guided adaptive brachytherapy of cervical cancer. MATERIALS AND METHODS: Error of measurement of dose rate in a semiconductor diode probe was investigated depending on the distance and angle in water, and on temperature in a polymethyl methacrylate phantom using an Ir-192 source. Furthermore, the difference between the measured and calculated dose was analysed in the interstitial brachytherapy of 30 cervix cancer patients. The relationship between in vivo measured dose, calculated dose in the point of the diode, calculated maximal dose in the point of the diodes and calculated maximal dose of the rectum were examined. RESULTS: The dosimeter measured with 85% accuracy at more than 5 cm from the source, but within a closer distance the accuracy decreased significantly. At 45-90° angle, the device measured with a 15% error. The error increased with the temperature, 22% at 35 °C. In 8 cases (26.7%) the maximal dose was measured in the correct diode. The device measured 73% of the calculated dose in the point of the diode. The maximum of the calculated doses of diodes was 60% of the calculated maximal dose. The in vivo measured dose was 35% of the calculated maximal dose. CONCLUSIONS: Under treatment conditions, the semiconductor diode does not provide reliable measured data. The probe pushes the rectal wall closer to the high dose areas and underestimates the dose of it. Semiconductor probe is not recommended for in vivo dosimetry of the rectum in image-guided brachytherapy of cervical cancer.

17.
Biochemistry ; 56(7): 1017-1024, 2017 02 21.
Article in English | MEDLINE | ID: mdl-28106390

ABSTRACT

Tubulin polymerization promoting proteins (TPPPs) constitute a eukaryotic protein family. There are three TPPP paralogs in the human genome, denoted as TPPP1-TPPP3. TPPP1 and TPPP3 are intrinsically unstructured proteins (IUPs) that bind and polymerize tubulin and stabilize microtubules, but TPPP2 does not. Vertebrate TPPPs originated from the ancient invertebrate TPPP by two-round whole-genome duplication; thus, whether the tubulin/microtubule binding function of TPPP1 and TPPP3 is a newly acquired property or was present in the invertebrate orthologs (generally one TPPP per species) has been an open question. To answer this question, we investigated a TPPP from a simple and early branching animal, the sponge Suberites domuncula. Bioinformatics, biochemical, immunochemical, spectroscopic, and electron microscopic data showed that the properties of the sponge protein correspond to those of TPPP1; namely, it is an IUP that strongly binds tubulin and induces its polymerization, proving that these features of animal TPPPs have been evolutionarily conserved.


Subject(s)
Proteins/chemistry , Proteins/metabolism , Suberites/chemistry , Tubulin/metabolism , Amino Acid Sequence , Animals , Circular Dichroism , Conserved Sequence , Evolution, Molecular , Microscopy, Electron , Microtubules/metabolism , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Protein Structure, Secondary , Proteins/genetics
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