13 research outputs found
Histological changes of peritoneal membrane in relation to adequacy of dialysis in CAPD patients
The long-term exposure of peritoneal membrane to bioincompatible dialysis solutions leads to structural changes and loss of ultrafiltration capability. Objective: The aim of the present study is to describe the histological changes of peritoneum that are observed: a) in uremic patients and b) in patients that are in peritoneal dialysis for a period of time. Also to determine the possible relation of histological changes with the transport characteristics of peritoneal membrane and with adequacy of dialysis. Method: Thirty-nine patients (M/F=18/19) that underwent a peritoneal biopsy in the initiation of treatment (group A, N=19) or after 4 years in continuous ambulatory peritoneal dialysis (CAPD) (group B, N=18) were included in the study. The morphological changes of mesothelial cells and vascular compartment as well as the thickness of submesothelial collagenous zone were estimated. The relations of these changes to peritoneal equilibration test (PET) and to adequacy of dialysis (total weekly creatinine clearance (wClcr) and urea KT/V) were also investigated. Results: The main histological changes in both groups of patients were loss of mesothelial cells and decrease of normal mesothelial surface, thickening of submesothelial collagenous zone and presence of vascular hyalinosis. The thickness of submesothelial collagenous zone in both groups of patients was significantly higher compared to that of controls (630μm and 1140μm vs.50μm respectively, p<0.05). Although no significant difference was found between morphologic changes of peritoneal membrane in uremic patients starting on CAPD and those on peritoneal dialysis for a mean period of 4 years, there was a trend towards more severe lesions in the latter. The PET, Clcr and urea KT/V were not significantly different in the two groups of patients. These parameters also showed no significant changes when examined in the initiation of CAPD and after four years in peritoneal dialysis in the same patients (group B). No significant correlations were observed between histological changes and PET, Clcr and KT/V in both groups of patients. Conclusions: Significant structural changes of peritoneal membrane are observed in uremic patients and these changes are deteriorated with CAPD treatment. Structural changes are not followed by functional changes during the first four years on CAPD.Η μακροπρόθεσμη έκθεση της περιτοναϊκής μεμβράνης σε μη βιοσυμβατά περιτοναϊκά διαλύματα οδηγεί σε δομικές αλλαγές και στην απώλεια της υπερδιήθησης. Σκοπός της παρούσας μελέτης είναι να περιγράψουμε τις ιστολογικές αλλαγές της περιτοναϊκής μεμβράνης που παρατηρούνται: α) σε ουραιμικούς ασθενείς που ξεκινούν θεραπεία υποκατάστασης της νεφρικής λειτουργίας με περιτοναϊκή κάθαρση και β) σε ασθενείς που ήδη υποβάλλονται στη μέθοδο για ικανό χρονικό διάστημα. Επίσης να καθορίσουμε κατά πόσο οι μορφολογικές αυτές αλλαγές επηρεάζουν τα λειτουργικά χαρακτηριστικά του περιτοναίου. Μέθοδος: Στη μελέτη περιλήφθηκαν 19 ασθενείς (ομάδα Α) οι οποίοι υποβλήθηκαν σε βιοψία περιτοναίου κατά την τοποθέτηση του περιτοναϊκού καθετήρα και πριν την έναρξη της περιτοναϊκής κάθαρσης (CAPD) και 18 ασθενείς οι οποίοι υποβλήθηκαν σε βιοψία περιτοναίου μετά από 4 χρόνια σε CAPD (ομάδα Β). Οι ιστολογικές παράμετροι που ελέγχθησαν ήταν η μεσοθηλιακή επιφάνεια, η υπομεσοθηλιακή ζώνη, η κατάσταση του συνδετικού ιστού και η κατάσταση των αγγείων. Για την εκτίμηση των λειτουργικών χαρακτηριστικών του περιτοναίου και της επάρκειας της μεθόδου εφαρμόσθηκαν η δοκιμασία εξισορρόπησης της περιτοναϊκής μεμβράνης (PET), η συνολική εβδομαδιαία κάθαρση κρεατινίνης (wClcr) και το συνολικό εβδομαδιαίο KT/V της ουρίας (wKT/V). Αποτελέσματα: Οι κύριες ιστολογικές αλλαγές και στις δύο ομάδες ασθενών ήταν η απώλεια των μεσοθηλιακών κυττάρων, η πάχυνση της υπομεσοθηλιακής ζώνης και η υαλίνωση των αγγείων. Το πάχος της υπομεσοθηλιακής ζώνης και στις δύο ομάδες ασθενών ήταν σημαντικά υψηλότερο έναντι φυσιολογικών μαρτύρων (630μm και 1140μm vs. 50μm αντίστοιχα, p<0.05). Αν και δε βρέθηκε σημαντική διαφορά μεταξύ των μορφολογικών αλλαγών του περιτοναίου στους ασθενείς της ομάδας Α και στους ασθενείς της ομάδας Β, υπήρξε μια τάση για σοβαρότερου βαθμού βλάβες στους τελευταίους. Το PET, η wClcr και το wKT/V δεν παρουσίασαν στατιστικά σημαντικές διαφορές στις δύο ομάδες ασθενών, ούτε στους ασθενείς της ομάδας Β κατά την έναρξη και μετά από 4 χρόνια εφαρμογής της μεθόδου. Κανένας σημαντικός συσχετισμός δεν παρατηρήθηκε μεταξύ των ιστολογικών αλλαγών και των λειτουργικών δοκιμασιών και στις δύο ομάδες ασθενών. Συμπεράσματα: Σημαντικές δομικές αλλαγές του περιτοναίου παρατηρούνται στους ουραιμικούς ασθενείς και αυτές οι αλλαγές επιδεινώνονται με την εφαρμογή της CAPD. Οι δομικές αυτές αλλαγές δεν ακολουθούνται από λειτουργικές αλλαγές κατά τη διάρκεια των πρώτων τεσσάρων ετών σε CAPD
Corticosteroids vs. corticosteroids plus cycloporin A in adult minimal changes disease
Abstract Background Adult minimal changes disease (MCD) is usually treated by high corticosteroids dose in order to achieve remission of nephrotic syndrome. In this study, the administration of high steroid dose (prednisolone 1 mg/kg BW/day) is compared with the combination of lower prednisolone dose (0.3 mg/kg BW/day) and cyclosporine A (CsA) (2–3 mg/kg BW/day) in a small number of patients. Findings Eighteen patients were allocated to either prednisolone monotherapy or prednisolone and CsA combination, according to the risk of developing steroid side-effects. Complete remission of the nephrotic syndrome was observed in all patients treated by steroids or combination of steroids and CsA. Complete remission occurred in 67%, 89% and 100% of patients after 4, 8 and 12 weeks of treatment. Relapses occurred in 50% of patients from both groups, treated with the combination of low prednisolone dose and CsA and followed by sustained remission. Corticosteroidal side effects were observed only in high prednisolone dose (accumulated dose: 92.7 ± 22 mg/kg/BW vs. 58.5 ± 21 mg/kg/BW, p = 0.004). Conclusion Treatment of adult MCD with low prednisolone dose and CsA seems to be equally effective with high prednisolone dose to induce remission of nephrotic syndrome. It is also effective as maintenance therapy for prevention of relapses and less frequently followed by corticosteroidal side effects.</p
Segmenting 20 Types of Pollen Grains for the Cretan Pollen Dataset v1 (CPD-1)
Pollen analysis and the classification of several pollen species is an important task in melissopalynology. The development of machine learning or deep learning based classification models depends on available datasets of pollen grains from various plant species from around the globe. In this paper, Cretan Pollen Dataset v1 (CPD-1) is presented, which is a novel dataset of grains from 20 pollen species from plants gathered in Crete, Greece. The pollen grains were prepared and stained with fuchsin, in order to be captured by a camera attached to a microscope under a ×400 magnification. In addition, a pollen grain segmentation method is presented, which segments and crops each unique pollen grain and achieved an overall detection accuracy of 92%. The final dataset comprises 4034 segmented pollen grains of 20 different pollen species, as well as the raw data and ground truth, as annotated by an expert. The developed dataset is publicly accessible, which we hope will accelerate research in melissopalynology
Pollen Grain Classification Based on Ensemble Transfer Learning on the Cretan Pollen Dataset
Pollen identification is an important task for the botanical certification of honey. It is performed via thorough microscopic examination of the pollen present in honey; a process called melissopalynology. However, manual examination of the images is hard, time-consuming and subject to inter- and intra-observer variability. In this study, we investigated the applicability of deep learning models for the classification of pollen-grain images into 20 pollen types, based on the Cretan Pollen Dataset. In particular, we applied transfer and ensemble learning methods to achieve an accuracy of 97.5%, a sensitivity of 96.9%, a precision of 97%, an F1 score of 96.89% and an AUC of 0.9995. However, in a preliminary case study, when we applied the best-performing model on honey-based pollen-grain images, we found that it performed poorly; only 0.02 better than random guessing (i.e., an AUC of 0.52). This indicates that the model should be further fine-tuned on honey-based pollen-grain images to increase its effectiveness on such data
Physicochemical Characterization and Biological Properties of Pine Honey Produced across Greece
Pine honey is a honeydew honey produced in the East Mediterranean region (Greece and Turkey) from the secretions of the plant sucking insect Marchalina hellenica (Gennadius) (Coccoidea: Marchalini-dae) feeding on living parts of Pinus species. Nowadays, honeydew honey has attracted great attention due to its biological activities. The aim of this study was to study unifloral pine honey samples produced in Greece regarding their physicochemical parameters and antioxidant and antibacterial activity against five nosocomial and foodborne pathogens. These honeys showed physicochemical and microscopic characteristics within the legal limits, except for diastase activity, a parameter known to be highly variable, depending on various factors. Substantially higher levels of H2 O2 were estimated compared to other types of honeydew honey, whereas protein content was similar. The total phenolic content was 451.38 ± 120.38 mg GAE/kg and antiradical activity ranged from 42.43 to 79.33%, while FRAP values (1.87 to 9.43 mmol Fe+2 /kg) were in general higher than those reported in the literature. Various correlations could be identified among these parameters. This is the first attempt to investigate in depth the antibacterial activity of pine honey from Greece and correlate it with honey quality parameters. All tested honeys exerted variable but significant antibacterial activity, expressed as MIC and MBC values, comparable or even superior to manuka honey for some tested samples. Although honey antibacterial activity is mainly attributed to hydrogen peroxide and proteins in some cases (demonstrated by elevated MICs after catalase and Proteinase K treatment, respectively), no strong correlation between the antibacterial activity and hydrogen peroxide concentration or total protein content was demonstrated in this study. However, there was a statistically significant correlation of moisture, antioxidant and antibacterial activity against Klebsiella pneuomoniae, as well as antioxidant and antibacterial activity against Salmonella ser. Typhimurium. Interestingly, a statistically significant negative correlation has been observed between. © 2022 by the authors. Licensee MDPI, Basel, Switzerland