Cervical cancer (CC) is the fourth most common malignant tumor in women worldwide. Detecting different biomarkers together on single cells by novel method mass cytometry could contribute to more precise screening. Liquid-based cytology (LBC) cervical samples were collected (N = 53) from women categorized as normal and precancerous lesions. Human papillomavirus was genotyped by polymerase chain reaction, while simultaneous examination of the expression of 29 proteins was done by mass cytometry (CyTOF). Differences in cluster abundances were assessed with Spearman's rank correlation as well as high dimensional data analysis (t-SNE, FlowSOM). Cytokeratin (ITGA6, Ck5, Ck10/13, Ck14, Ck7) expression patterns allowed determining the presence of different cells in the cervical epithelium. FlowSOM analysis enabled to phenotype cervical cells in five different metaclusters and find new markers that could be important in CC screening. The markers Ck18, Ck18, and CD63 (Metacluster 3) showed significantly increasing associated with severity of the precancerous lesions (Spearman rank correlation rho 0.304, p = 0.0271), while CD71, KLF4, LRIG1, E-cadherin, Nanog and p53 (Metacluster 1) decreased with severity of the precancerous lesions (Spearman rank correlation rho -0.401, p = 0.0029). Other metaclusters did not show significant correlation, but metacluster 2 (Ck17, MCM, MMP7, CD29, E-cadherin, Nanog, p53) showed higher abundance in low- and high-grade intraepithelial lesion cases. CyTOF appears feasible and should be considered when examining novel biomarkers on cervical LBC samples. This study enabled us to characterize different cells in the cervical epithelium and find markers and populations that could distinguish precancerous lesions.

• MeSH
• cervix uteri patologie   metabolismus   MeSH
• dospělí MeSH
• dysplazie děložního hrdla diagnóza   patologie   MeSH
• infekce papilomavirem patologie   diagnóza   virologie   MeSH
• Krüppel-like faktor 4 * MeSH
• lidé středního věku MeSH
• lidé MeSH
• nádorové biomarkery * genetika   metabolismus   MeSH
• nádory děložního čípku * diagnóza   patologie   genetika   MeSH
• prekancerózy * patologie   diagnóza   MeSH
• průtoková cytometrie * metody   MeSH
• Check Tag
• dospělí MeSH
• lidé středního věku MeSH
• lidé MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH

OBJECTIVES: The development of External Quality Assessment Schemes (EQAS) for clinical flow cytometry (FCM) is challenging in the context of rare (immunological) diseases. Here, we introduce a novel EQAS monitoring the primary immunodeficiency Orientation Tube (PIDOT), developed by EuroFlow, in both a 'wet' and 'dry' format. This EQAS provides feedback on the quality of individual laboratories (i.e., accuracy, reproducibility and result interpretation), while eliminating the need for sample distribution. METHODS: In the wet format, marker staining intensities (MedFIs) within landmark cell populations in PIDOT analysis performed on locally collected healthy control (HC) samples, were compared to EQAS targets. In the dry format, participants analyzed centrally distributed PIDOT flow cytometry data (n=10). RESULTS: We report the results of six EQAS rounds across 20 laboratories in 11 countries. The wet format (212 HC samples) demonstrated consistent technical performance among laboratories (median %rCV on MedFIs=34.5 %; average failure rate 17.3 %) and showed improvement upon repeated participation. The dry format demonstrated effective proficiency of participants in cell count enumeration (range %rCVs 3.1-7.1 % for the major lymphoid subsets), and in identifying lymphoid abnormalities (79.3 % alignment with reference). CONCLUSIONS: The PIDOT-EQAS allows laboratories, adhering to the standardized EuroFlow approach, to monitor interlaboratory variations without the need for sample distribution, and provides them educational support to recognize rare clinically relevant immunophenotypic patterns of primary immunodeficiencies (PID). This EQAS contributes to quality improvement of PID diagnostics and can serve as an example for future flow cytometry EQAS in the context of rare diseases.

• MeSH
• imunofenotypizace * normy   metody   MeSH
• lidé MeSH
• průtoková cytometrie * normy   metody   MeSH
• řízení kvality MeSH
• syndromy imunologické nedostatečnosti diagnóza   imunologie   MeSH
• zajištění kvality zdravotní péče MeSH
• Check Tag
• lidé MeSH
• Publikační typ
• časopisecké články MeSH

Minimal residual disease (MRD) is one of the most important prognostic factors in multiple myeloma (MM) and a valid surrogate for progression-free survival (PFS) and overall survival (OS). Recently, MRD negativity was approved as an early clinical endpoint for accelerated drug approval in MM. Nevertheless, there is limited evidence of MRD utility in real-world setting. In this retrospective multicenter study, we report outcomes of 331 newly diagnosed MM patients with MRD evaluation at Day+100 after autologous stem cell transplantation using flow cytometry with a median limit of detection of 0.001%. MRD negativity was reached in 47% of patients and was associated with significantly prolonged median PFS (49.2 months vs. 18.4 months; hazard ratios (HR) = 0.37; p < 0.001) and OS (not reached vs. 74.9 months; HR = 0.50; p = 0.007). Achieving MRD negativity was associated with PFS improvements regardless of age, International Staging System (ISS) stage, lactate dedydrogenase (LDH) level, or cytogenetic risk. Importantly, MRD positive patients benefited from lenalidomide maintenance versus no maintenance (18-months PFS: 81% vs. 46%; HR = 0.24; p = 0.002) while in MRD negative patients such benefit was not observed (p = 0.747). The outcomes of our real-world study recapitulate results from clinical trials including meta-analyses and support the idea that MRD positive patients profit more from lenalidomide maintenance than MRD negative ones.

• MeSH
• autologní transplantace MeSH
• dospělí MeSH
• lenalidomid aplikace a dávkování   terapeutické užití   MeSH
• lidé středního věku MeSH
• lidé MeSH
• mnohočetný myelom * diagnóza   mortalita   terapie   patologie   MeSH
• prognóza MeSH
• průtoková cytometrie * metody   MeSH
• retrospektivní studie MeSH
• reziduální nádor * diagnóza   MeSH
• senioři MeSH
• staging nádorů MeSH
• transplantace hematopoetických kmenových buněk metody   MeSH
• výsledek terapie MeSH
• Check Tag
• dospělí MeSH
• lidé středního věku MeSH
• lidé MeSH
• mužské pohlaví MeSH
• senioři MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• multicentrická studie MeSH

Flow cytometry immunophenotyping is critical for the diagnostic classification of mature/peripheral B-cell neoplasms/B-cell chronic lymphoproliferative disorders (B-CLPD). Quantitative driven classification approaches applied to multiparameter flow cytometry immunophenotypic data can be used to extract maximum information from a multidimensional space created by individual parameters (e.g., immunophenotypic markers), for highly accurate and automated classification of individual patient (sample) data. Here, we developed and compared five diagnostic classification algorithms, based on a large set of EuroFlow multicentric flow cytometry data files from a cohort 659 B-CLPD patients. These included automatic population separators based on Principal Component Analysis (PCA), Canonical Variate Analysis (CVA), Neighbourhood Component Analysis (NCA), Support Vector Machine algorithms (SVM) and a variant of the CA(Canonical Analysis) algorithm, in which the number of SDs (Standard Deviations) varied for each of the comparisons of different pairs of diseases (CA-vSD). All five classification approaches are based on direct prospective interrogation of individual B-CLPD patients against the EuroFlow flow cytometry B-CLPD database composed of tumor B-cells of 659 individual patients stained in an identical way and classified a priori by the World Health Organization (WHO) criteria into nine diagnostic categories. Each classification approach was evaluated in parallel in terms of accuracy (% properly classified cases), precision (multiple or single diagnosis/case) and coverage (% cases with a proposed diagnosis). Overall, average rates of correct diagnosis (for the nine B-CLPD diagnostic entities) of between 58.9 % and 90.6 % were obtained with the five algorithms, with variable percentages of cases being either misclassified (4.1 %-14.0 %) or unclassifiable (0.3 %-37.0 %). Automatic population separators based on CA, SVM and PCA showed a high average level of correctness (90.6 %, 86.8 %, and 86.0 %, respectively). Nevertheless, this was at the expense of proposing a considerable number of multiple diagnoses for a significant proportion of the test cases (54.5 %, 53.5 %, and 49.6 %, respectively). The CA-vSD algorithm generated the smaller average misclassification rate (4.1 %), but with 37.0 % of cases for which no diagnosis was proposed. In contrast, the NCA algorithm left only 2.7 % of cases without an associated diagnosis but misclassified 14.0 %. Among correctly classified cases (83.3 % of total), 91.2 % had a single proposed diagnosis, 8.6 % had two possible diagnoses, and 0.2 % had three. We demonstrate that the proposed AI algorithms provide an acceptable level of accuracy for the diagnostic classification of B-CLPD patients and, in general, surpass other algorithms reported in the literature.

• MeSH
• algoritmy MeSH
• B-lymfocyty * patologie   MeSH
• imunofenotypizace * metody   MeSH
• lidé středního věku MeSH
• lidé MeSH
• lymfoproliferativní nemoci * diagnóza   klasifikace   MeSH
• průtoková cytometrie * metody   MeSH
• senioři MeSH
• support vector machine MeSH
• Check Tag
• lidé středního věku MeSH
• lidé MeSH
• mužské pohlaví MeSH
• senioři MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• srovnávací studie MeSH

Úvod a cíl studie: Uterinní NK (uNK) buňky jsou specializovanou subpopulací NK (natural killer) lymfocytů nacházejících se v endometriu. Hrají klíčovou roli v regulaci imunitní odpovědi a v procesu implantace embrya. Cílem této studie je retrospektivní analýza výsledků léčby metodou in vitro fertilizace (IVF) v souboru žen, které podstoupily imunofenotypizaci uNK buněk a na základě výsledků tohoto vyšetření byly, nebo nebyly léčeny imunomodulační terapií. Metody: Studie zahrnovala 122 pacientek, které podstoupily imunofenotypizaci uNK buněk v období od dubna do prosince 2023. Imunofenotypizace byla provedena metodou průtokové cytometrie. Pacientky byly roztříděny do čtyř skupin dle fenotypu uNK buněk: normální nálezy, nízké absolutní a relativní počty uNK (LOW-IMMUNE profil), nízké počty uNK v kombinaci s nežádoucím posunem směrem k cytotoxickému uNKdim imunofenotypu (MIXED-IMMUNE profil) a normální počty uNK, ale nežádoucí posun v poměru cytotoxických a regulačních uNK s cytotoxickým fenotypem (OVER-IMMUNE profil). Byly hodnoceny výsledky embryotransferu a výskyt potratů do ukončeného 12. týdne těhotenství v jednotlivých skupinách. Výsledky: Nejvyšší míra dosažení klinické gravidity byla nalezena v léčené skupině OVER- -IMMUNE (70 %), následované skupinou MIXED-IMMUNE (60 %). Skupina LOW-IMMUNE se od neléčené NORMAL skupiny signifikantně nelišila (p = 0,205). Nedostatečná imunitní aktivace (LOW-IMMUNE profil) byla signifikantně nejčastěji sdružena s prvotrimestrální těhotenskou ztrátou (p < 0,0001). Závěr: Tato studie přináší nové poznatky o potenciálu imunofenotypizace uNK buněk a následné imunomodulační terapie v léčbě poruch plodnosti. Ačkoli výsledky naznačují možné klinické přínosy, je zapotřebí dalšího výzkumu k potvrzení těchto zjištění a k objasnění mechanizmů, které vedou ke zlepšení výsledků léčby technikami asistované reprodukce.

Introduction and objective: Uterine NK (uNK) cells, a specialized subpopulation of natural killer (NK) lymphocytes located in the endometrium, play a crucial role in regulating the immune response and in the process of embryo implantation. This study aims to retrospectively analyze the outcomes of in vitro fertilization (IVF) treatment in a cohort of women who underwent uNK cell immunophenotyping with subsequent immunomodulatory therapy applied based on the results. Methods: The study included 122 patients who underwent uNK cell immunophenotyping between April and December 2023. Immunophenotyping was performed using flow cytometry. Patients were categorized into four groups according to their uNK cell phenotypes: normal findings, low absolute and relative numbers of uNK cells (LOW-IMMUNE profile), low numbers of uNK cells combined with the shift towards the cytotoxic uNKc dim immunophenotype (MIXED-IMMUNE profile), and normal numbers of uNK cells, but an undesirable shift in the ratio of cytotoxic to regulatory uNK cells towards the cytotoxic uNK dim phenotype (OVER-IMMUNE profile). Embryo transfer outcomes and the occurrence of miscarriages up to the 12th week of pregnancy were evaluated in each group. Results: The highest clinical pregnancy rate was observed in the treated OVER-IMMUNE group (70%), fol lowed by the MIXED-IMMUNE group (60%). The LOW-IMMUNE group did not differ significantly from the untreated NORMAL group (P = 0.205). Insufficient immune activation (LOW-IMMUNE profile) was significantly associated with first-trimester pregnancy loss (P < 0.0001). Conclusion: This study provides new insights into the potential benefits of uNK cell immunophenotyping and subsequent immunomodulatory therapy in treating fertility disorders. While the results indicate possible clinical advantages, further research is necessary to confirm these findings and elucidate the mechanisms leading to improved outcomes in assisted reproductive techniques.

• Klíčová slova
• uterinní NK buňky, imunofenotypizace lymfocytů, opakované selhání implantace,
• MeSH
• buňky NK MeSH
• endometrium cytologie   MeSH
• fertilizace in vitro * MeSH
• habituální potrat MeSH
• imunofenotypizace MeSH
• imunomodulace MeSH
• lidé MeSH
• průtoková cytometrie metody   MeSH
• retrospektivní studie MeSH
• ženská infertilita * MeSH
• Check Tag
• lidé MeSH
• ženské pohlaví MeSH

OBJECTIVES: Risk-based stratification approaches using measurable residual disease (MRD) successfully help to identify T-acute lymphoblastic leukemia (T-ALL) patients at risk of relapse, whose treatment outcomes are very poor. Because of T-ALL heterogeneity and rarity, a reliable and standardized approach for flow cytometry (FC)-based MRD measurement and analysis is often missing. METHODS: Within the international AIEOP-BFM-ALL-FLOW study group we made a consensus on markers and a standard operating procedure for common 8- and 12-color T-ALL MRD panels. Custom manufactured tubes with dried backbone antibodies were tested in parallel to local FC standards. RESULTS: Altogether, 66 diagnostic and 67 day 15 samples were analyzed. We designed two guided MRD gating strategies to identify blast cells in parallel to expert-based evaluation. We proved that the optimized tubes allowed the correct identification of blast cells in all diagnostic samples. Both, expert and guided analysis of day 15 samples correlated to local standard (Spearman R=0.98 and R=0.94, respectively). Only in 2 (3 %) and 4 (6 %) patients expert gating and guided analysis results were substantially discordant from local standard, respectively. The cases that require an individualized approach may be partially identified at diagnosis through a rare immunophenotype or mixed phenotype acute leukemia status. CONCLUSIONS: Our work shows that standardized operating procedures together with guided analysis are applicable in a great majority of T-ALL cases. Further improvement of MRD detection is needed, as in some cases an individualized analytical approach is still required due to the challenging nature of the T-ALL phenotype.

• MeSH
• dítě MeSH
• kojenec MeSH
• konsensus MeSH
• lidé MeSH
• lymfoblastická leukemie-lymfom z prekurzorových T-buněk * diagnóza   patologie   MeSH
• mladiství MeSH
• předškolní dítě MeSH
• průtoková cytometrie * normy   metody   MeSH
• reziduální nádor * diagnóza   MeSH
• Check Tag
• dítě MeSH
• kojenec MeSH
• lidé MeSH
• mladiství MeSH
• mužské pohlaví MeSH
• předškolní dítě MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• multicentrická studie MeSH

BACKGROUND: Faecal microbiota transplantation (FMT) is a developing therapy for disorders related to gut dysbiosis. Despite its growing application, standardised protocols for FMT filtrate preparation and quality assessment remain undeveloped. The viability of bacteria in the filtrate is crucial for FMT's efficacy and for validating protocol execution. We compared two methods-in vitro cultivation and membrane integrity assessment-for their accuracy, reproducibility and clinical applicability in measuring bacterial viability in frozen FMT stool filtrate. METHODS: Bacterial viability in stool filtrate was evaluated using (i) membrane integrity through fluorescent DNA staining with SYTO9 and propidium iodide, followed by flow cytometry and (ii) culturable bacteria counts (colony-forming units, CFU) under aerobic or anaerobic conditions. RESULTS: Using different types of samples (pure bacterial culture, stool of germ-free and conventionally bred mice, native and heat-treated human stool), we refined the bacterial DNA staining protocol integrated with flow cytometry for assessment of bacterial viability in frozen human stool samples. Both the membrane integrity-based and cultivation-based methods exhibited significant variability in bacterial viability across different FMT filtrates, without correlation. The cultivation-based method showed a mean coefficient of variance of 30.3%, ranging from 7.4% to 60.1%. Conversely, the membrane integrity approach yielded more reproducible results, with a mean coefficient of variance for viable cells of 6.4% ranging from 0.2% to 18.2%. CONCLUSION: Bacterial viability assessment in stool filtrate using the membrane integrity method offers robust and precise data, making it a suitable option for faecal material evaluation in FMT. In contrast, the cultivation-dependent methods produce inconsistent outcomes.

• MeSH
• Bacteria izolace a purifikace   MeSH
• feces * mikrobiologie   MeSH
• fekální transplantace * metody   MeSH
• lidé MeSH
• mikrobiální viabilita * MeSH
• myši MeSH
• průtoková cytometrie * metody   MeSH
• zvířata MeSH
• Check Tag
• lidé MeSH
• myši MeSH
• zvířata MeSH
• Publikační typ
• časopisecké články MeSH
• srovnávací studie MeSH

Herein, an advanced bioconjugation technique to synthesize hybrid polymer-antibody nanoprobes tailored for fluorescent cell barcoding in flow cytometry-based immunophenotyping of leukocytes is applied. A novel approach of attachment combining two fluorescent dyes on the copolymer precursor and its conjugation to antibody is employed to synthesize barcoded nanoprobes of antibody polymer dyes allowing up to six nanoprobes to be resolved in two-dimensional cytometry analysis. The major advantage of these nanoprobes is the construct design in which the selected antibody is labeled with an advanced copolymer bearing two types of fluorophores in different molar ratios. The cells after antibody recognition and binding to the target antigen have a characteristic double fluorescence signal for each nanoprobe providing a unique position on the dot plot, thus allowing antibody-based barcoding of cellular samples in flow cytometry assays. This technique is valuable for cellular assays that require low intersample variability and is demonstrated by the live cell barcoding of clinical samples with B cell abnormalities. In total, the samples from six various donors were successfully barcoded using only two detection channels. This barcoding of clinical samples enables sample preparation and measurement in a single tube.

• MeSH
• fluorescenční barviva * chemie   MeSH
• imunofenotypizace MeSH
• polymery MeSH
• protilátky * MeSH
• průtoková cytometrie metody   MeSH
• Publikační typ
• časopisecké články MeSH

Presence of minimal residual disease (MRD), detected by flow cytometry, is an important prognostic biomarker in the management of B-cell precursor acute lymphoblastic leukemia (BCP-ALL). However, data-analysis remains mainly expert-dependent. In this study, we designed and validated an Automated Gating & Identification (AGI) tool for MRD analysis in BCP-ALL patients using the two tubes of the EuroFlow 8-color MRD panel. The accuracy, repeatability, and reproducibility of the AGI tool was validated in a multicenter study using bone marrow follow-up samples from 174 BCP-ALL patients, stained with the EuroFlow BCP-ALL MRD panel. In these patients, MRD was assessed both by manual analysis and by AGI tool supported analysis. Comparison of MRD levels obtained between both approaches showed a concordance rate of 83%, with comparable concordances between MRD tubes (tube 1, 2 or both), treatment received (chemotherapy versus targeted therapy) and flow cytometers (FACSCanto versus FACSLyric). After review of discordant cases by additional experts, the concordance increased to 97%. Furthermore, the AGI tool showed excellent intra-expert concordance (100%) and good inter-expert concordance (90%). In addition to MRD levels, also percentages of normal cell populations showed excellent concordance between manual and AGI tool analysis. We conclude that the AGI tool may facilitate MRD analysis using the EuroFlow BCP-ALL MRD protocol and will contribute to a more standardized and objective MRD assessment. However, appropriate training is required for the correct analysis of MRD data.

• MeSH
• dítě MeSH
• dospělí MeSH
• imunofenotypizace metody   MeSH
• kojenec MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• mladý dospělý MeSH
• pre-B-buněčná leukemie * patologie   diagnóza   MeSH
• předškolní dítě MeSH
• průtoková cytometrie * metody   MeSH
• reprodukovatelnost výsledků MeSH
• reziduální nádor * patologie   diagnóza   MeSH
• senioři MeSH
• Check Tag
• dítě MeSH
• dospělí MeSH
• kojenec MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• mladý dospělý MeSH
• mužské pohlaví MeSH
• předškolní dítě MeSH
• senioři MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• multicentrická studie MeSH

Acute myeloid leukemia (AML) is the most common form of acute leukemia diagnosed in adults. Despite advances in medical care, the treatment of AML still faces many challenges, such as treatment-related toxicities, that limit the use of high-intensity chemotherapy, especially in elderly patients. Currently, various immunotherapeutic approaches, that is, CAR-T cells, BiTEs, and immune checkpoint inhibitors, are being tested in clinical trials to prolong remission and improve the overall survival of AML patients. However, early reports show only limited benefits of these interventions and only in a subset of patients, showing the need for better patient stratification based on immunological markers. We have therefore developed and optimized a 30-color panel for evaluation of effector immune cell (NK cells, γδ T cells, NKT-like T cells, and classical T cells) infiltration into the bone marrow and analysis of their phenotype with regard to their differentiation, expression of inhibitory (PD-1, TIGIT, Tim3, NKG2A) and activating receptors (DNAM-1, NKG2D). We also evaluate the immune evasive phenotype of CD33+ myeloid cells, CD34+CD38-, and CD34+CD38+ hematopoietic stem and progenitor cells by analyzing the expression of inhibitory ligands such as PD-L1, CD112, CD155, and CD200. Our panel can be a valuable tool for patient stratification in clinical trials and can also be used to broaden our understanding of check-point inhibitory networks in AML.

• MeSH
• akutní myeloidní leukemie * imunologie   patologie   MeSH
• buňky NK imunologie   MeSH
• kostní dřeň * patologie   imunologie   MeSH
• lidé MeSH
• průtoková cytometrie metody   MeSH
• T-lymfocyty imunologie   MeSH
• Check Tag
• lidé MeSH
• Publikační typ
• časopisecké články MeSH