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1.
PeerJ ; 12: e18054, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39314840

RESUMEN

Background: Ineffective erythropoiesis (IE) is the primary cause of anemia and associated pathologies in ß-thalassemia. The characterization of IE is imbalance of erythroid proliferation and differentiation, resulting in increased erythroblast proliferation that fails to differentiate and gives rise to enucleate RBCs. MicroRNAs (miRs) are known to play important roles in hematopoiesis. miR-155 is a multifunctional molecule involved in both normal and pathological hematopoiesis, and its upregulation is observed in patients with ß-thalassemia/HbE. However, the expression and function of miR-155, especially in ß-thalassemia, have not yet been explored. Methods: To study miR-155 expression in thalassemia, erythroblast subpopulations, CD45-CD71+Ter-119+ and CD45-CD71-Ter-119+ were collected from ß IVSII-654 thalassemic bone marrow. Additionally, a two-phase culture of mouse bone marrow erythroid progenitor cells was performed. Expression of miR-155 and predicted mRNA target genes, c-myc, bach-1 and pu-1, were determined by quantitative reverse transcription (qRT)-polymerase chain reaction (PCR) and normalized to small nucleolar RNA (snoRNA) 202 and glyceraldehyde-3-phosphate dehydrogenase (GAPDH), respectively. To investigate the effect of miR-155 expression, erythroblasts were transfected with miR-inhibitor and -mimic in order to elevate and eliminate miR-155 expression, respectively. Erythroid cell differentiation was evaluated by Wright-Giemsa staining and flow cytometry. Results: miR-155 was upregulated, both in vivo and in vitro, during erythropoiesis in ß-thalassemic mice. Our study revealed that gain- and loss of function of miR-155 were involved in erythroid proliferation and differentiation, and augmented proliferation and differentiation of thalassemic mouse erythroblasts may be associated with miR-155 upregulation. miR-155 upregulation in ß-thalassemic mice significantly increased the percentage of basophilic and polychromatic erythroblasts. Conversely, a significant decrease in percentage of basophilic and polychromatic erythroblasts was observed in ß-thalassemic mice transfected with anti-miR-155 inhibitor. We also examined the mRNA targets (c-myc, bach-1 and pu-1) of miR-155, which indicated that c-myc is a valid target gene of miR-155 that regulates erythroid differentiation. Conclusion: miR-155 regulates IE in ß-thalassemia via c-myc expression controlling erythroblast proliferation and differentiation.


Asunto(s)
Eritropoyesis , MicroARNs , Talasemia beta , MicroARNs/genética , MicroARNs/metabolismo , Eritropoyesis/genética , Animales , Talasemia beta/genética , Talasemia beta/metabolismo , Talasemia beta/patología , Ratones , Humanos , Masculino , Diferenciación Celular , Femenino , Eritroblastos/metabolismo , Eritroblastos/patología , Transactivadores/genética , Transactivadores/metabolismo , Células Precursoras Eritroides/metabolismo , Células Precursoras Eritroides/patología , Adulto , Adolescente , Proliferación Celular , Proteínas Proto-Oncogénicas , Factores de Transcripción con Cremalleras de Leucina de Carácter Básico
3.
Br J Haematol ; 205(2): 429-439, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38946206

RESUMEN

Erythroid cells undergo a highly complex maturation process, resulting in dynamic changes that generate red blood cells (RBCs) highly rich in haemoglobin. The end stages of the erythroid cell maturation process primarily include chromatin condensation and nuclear polarization, followed by nuclear expulsion called enucleation and clearance of mitochondria and other organelles to finally generate mature RBCs. While healthy RBCs are devoid of mitochondria, recent evidence suggests that mitochondria are actively implicated in the processes of erythroid cell maturation, erythroblast enucleation and RBC production. However, the extent of mitochondrial participation that occurs during these ultimate steps is not completely understood. This is specifically important since abnormal RBC retention of mitochondria or mitochondrial DNA contributes to the pathophysiology of sickle cell and other disorders. Here we review some of the key findings so far that elucidate the importance of this process in various aspects of erythroid maturation and RBC production under homeostasis and disease conditions.


Asunto(s)
Eritropoyesis , Homeostasis , Mitocondrias , Humanos , Eritropoyesis/fisiología , Mitocondrias/metabolismo , Eritrocitos/metabolismo , Animales , Eritroblastos/metabolismo , Eritroblastos/patología , ADN Mitocondrial/metabolismo , Células Eritroides/metabolismo , Células Eritroides/patología
4.
Blood Cells Mol Dis ; 108: 102861, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-38839522

RESUMEN

This study aimed to investigate the mechanism of the apoptosis of erythroblasts in rat bone marrow after the exposure to hypobaric hypoxia. Male SD rats were randomly divided into three groups. The hypoxic group was kept in a hypobaric hypoxia chamber at a simulated altitude of 5000 m for 7 and 28 days, respectively. The control group was kept at an altitude of 2260 m. We found that myeloid: erythroid (M:E) ratio was significantly lower after hypoxia exposure and the proportions of polychromatic erythroblasts and orthochromatic erythroblasts significantly increased compared to control group, along with significant increase in the proportion of CD71+ cells and apoptosis rate. The expression levels of caspase-3, Bax, and Cyt-C in CD71+ cells were higher after hypoxia exposure than those in control group, while there was no significant difference in the expression levels of TNFR and Fas. In conclusion, after exposure to hypobaric hypoxia the proliferation of peripheral blood and bone marrow erythroblasts in rats increased, and apoptosis also increased, indicating that bone marrow erythroblasts in rats is regulated by both proliferation and apoptosis, and the mitochondrial pathway is one of the important pathways for apoptosis.


Asunto(s)
Apoptosis , Eritroblastos , Hipoxia , Ratas Sprague-Dawley , Animales , Eritroblastos/metabolismo , Eritroblastos/patología , Masculino , Ratas , Hipoxia/metabolismo , Células de la Médula Ósea/metabolismo , Células de la Médula Ósea/patología , Antígenos CD/metabolismo , Caspasa 3/metabolismo , Proliferación Celular , Receptores de Transferrina/metabolismo , Proteína X Asociada a bcl-2/metabolismo , Citocromos c/metabolismo
5.
Sci Rep ; 14(1): 9349, 2024 04 23.
Artículo en Inglés | MEDLINE | ID: mdl-38654058

RESUMEN

Myelodysplastic syndrome is primarily characterized by dysplasia in the bone marrow (BM), presenting a challenge in consistent morphology interpretation. Accurate diagnosis through traditional slide-based analysis is difficult, necessitating a standardized objective technique. Over the past two decades, imaging flow cytometry (IFC) has proven effective in combining image-based morphometric analyses with high-parameter phenotyping. We have previously demonstrated the effectiveness of combining IFC with a feature-based machine learning algorithm to accurately identify and quantify rare binucleated erythroblasts (BNEs) in dyserythropoietic BM cells. However, a feature-based workflow poses challenges requiring software-specific expertise. Here we employ a Convolutional Neural Network (CNN) algorithm for BNE identification and differentiation from doublets and cells with irregular nuclear morphology in IFC data. We demonstrate that this simplified AI workflow, coupled with a powerful CNN algorithm, achieves comparable BNE quantification accuracy to manual and feature-based analysis with substantial time savings, eliminating workflow complexity. This streamlined approach holds significant clinical value, enhancing IFC accessibility for routine diagnostic purposes.


Asunto(s)
Eritroblastos , Citometría de Flujo , Síndromes Mielodisplásicos , Redes Neurales de la Computación , Humanos , Eritroblastos/patología , Eritroblastos/citología , Síndromes Mielodisplásicos/patología , Síndromes Mielodisplásicos/diagnóstico , Citometría de Flujo/métodos , Algoritmos , Aprendizaje Automático , Masculino , Femenino
6.
Am J Hematol ; 99(8): 1511-1522, 2024 08.
Artículo en Inglés | MEDLINE | ID: mdl-38666530

RESUMEN

Congenital Dyserythropoietic Anemia type I (CDA I) is a rare hereditary condition characterized by macrocytic/normocytic anemia, splenomegaly, iron overload, and distinct abnormalities during late erythropoiesis, particularly internuclear bridges between erythroblasts. Diagnosis of CDA I remains challenging due to its rarity, clinical heterogeneity, and overlapping phenotype with other rare hereditary anemias. In this case series, we present 36 patients with suspected CDA I. A molecular diagnosis was successfully established in 89% of cases, identifying 16 patients with CDA I through the presence of 18 causative variants in the CDAN1 or CDIN1 genes. Transcriptomic analysis of CDIN1 variants revealed impaired erythroid differentiation and disruptions in transcription, cell proliferation, and histone regulation. Conversely, 16 individuals received a different diagnosis, primarily pyruvate kinase deficiency. Comparisons between CDA I and non-CDA I patients revealed no significant differences in erythroblast morphological features. However, hemoglobin levels and red blood cell count differed between the two groups, with non-CDA I subjects being more severely affected. Notably, most patients with severe anemia belonged to the non-CDA I group (82% non-CDA I vs. 18% CDA I), with a subsequent absolute prevalence of transfusion dependency among non-CDA I patients (100% vs. 41.7%). All patients exhibited reduced bone marrow responsiveness to anemia, with a more pronounced effect observed in non-CDA I patients. Erythropoietin levels were significantly higher in non-CDA I patients compared to CDA I patients. However, evaluations of erythroferrone, soluble transferrin receptor, and hepcidin revealed no significant differences in plasma concentration between the two groups.


Asunto(s)
Anemia Diseritropoyética Congénita , Humanos , Anemia Diseritropoyética Congénita/genética , Anemia Diseritropoyética Congénita/diagnóstico , Anemia Diseritropoyética Congénita/sangre , Masculino , Femenino , Estudios Retrospectivos , Adulto , Adolescente , Niño , Preescolar , Eritroblastos/patología , Eritroblastos/metabolismo , Eritropoyesis/genética , Lactante , Adulto Joven , Glicoproteínas , Proteínas Nucleares
7.
Cell Commun Signal ; 21(1): 332, 2023 11 20.
Artículo en Inglés | MEDLINE | ID: mdl-37986081

RESUMEN

Anemia is the most common manifestation in myelodysplastic syndrome (MDS) patients, but the cause of ineffective hematopoiesis is not fully understood. Enucleation is an important event in the maturation process of erythroblasts. According to a series of morphological phenotypes of the pathological development of MDS erythroblasts, we speculate that there may be enucleation disorders. To verify this hypothesis, we cultured MDS bone marrow CD34+ cells in vitro and induced erythroblast development. The results showed that erythroblast enucleation in MDS was significantly lower than that in the normal group, and the rate of enucleation was positively correlated with hemoglobin concentration. Risk stratification of MDS was performed to further analyze the differences in enucleation among the normal group, low-middle risk group and high-risk group. The results showed that the enucleation rate of the high risk group was higher than that of the low-middle risk group but still lower than that of the normal group. Moreover, the expression of pERK and pAKT in MDS erythroblasts in the high risk group was higher than that in the normal group, while the expression of pERK and pAKT in the low-middle risk group was lower than that in the normal group. Furthermore, the enucleation of MDS was positively correlated with the phosphorylation degree of ERK and AKT. In conclusion, this study reveals that the enucleation of erythroblasts is one of the possible causes of anemia in MDS. Video Abstract.


Asunto(s)
Anemia , Síndromes Mielodisplásicos , Humanos , Eritroblastos/metabolismo , Eritroblastos/patología , Síndromes Mielodisplásicos/complicaciones , Síndromes Mielodisplásicos/metabolismo , Anemia/complicaciones , Anemia/metabolismo , Anemia/patología , Factores de Riesgo , Células de la Médula Ósea/patología
8.
Front Immunol ; 14: 1202943, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37545522

RESUMEN

Recent studies have demonstrated that a particular group of nucleated cells that exhibit erythroid markers (TER119 in mice and CD235a in humans) possess the ability to suppress the immune system and promote tumor growth. These cells are known as CD45+ erythroid progenitor cells (EPCs). According to our study, it appears that a subset of these CD45+ EPCs originate from B lymphocytes. Under conditions of hypoxia, mouse B lymphoma cells are capable of converting to erythroblast-like cells, which display phenotypes of CD45+TER119+ cells, including immunosuppressive effects on CD8 T cells. Furthermore, non-neoplastic B cells have similar differentiation abilities and exert the same immunosuppressive effect under anemia or tumor conditions in mice. Similar B cells exist in neonatal mice, which provides an explanation for the potential origin of immunosuppressive erythroid cells in newborns. Additionally, CD19+CD235a+ double-positive cells can be identified in the peripheral blood of patients with chronic lymphocytic leukemia. These findings indicate that some CD45+ EPCs are transdifferentiated from a selective population of CD19+ B lymphocytes in response to environmental stresses, highlighting the plasticity of B lymphocytes. We anticipate a potential therapeutic implication, in that targeting a specific set of B cells instead of erythroid cells should be expected to restore adaptive immunity and delay cancer progression.


Asunto(s)
Anemia , Eritroblastos , Humanos , Recién Nacido , Animales , Ratones , Eritroblastos/patología , Células Precursoras Eritroides , Diferenciación Celular , Linfocitos B/patología
10.
Int J Mol Sci ; 23(9)2022 May 09.
Artículo en Inglés | MEDLINE | ID: mdl-35563652

RESUMEN

(1) Background: Transcriptomic and proteomic studies provide a wealth of new genes potentially involved in red blood cell (RBC) maturation or implicated in the pathogenesis of anemias, necessitating validation of candidate genes in vivo; (2) Methods: We inactivated one such candidate, transmembrane and coiled-coil domain 2 (Tmcc2) in mice, and analyzed the erythropoietic phenotype by light microscopy, transmission electron microscopy (TEM), and flow cytometry of erythrocytes and erythroid precursors; (3) Results: Tmcc2-/- pups presented pallor and reduced body weight due to the profound neonatal macrocytic anemia with numerous nucleated RBCs (nRBCs) and occasional multinucleated RBCs. Tmcc2-/- nRBCs had cytoplasmic intrusions into the nucleus and double membranes. Significantly fewer erythroid cells were enucleated. Adult knockouts were normocytic, mildly polycythemic, with active extramedullary erythropoiesis in the spleen. Altered relative content of different stage CD71+TER119+ erythroid precursors in the bone marrow indicated a severe defect of erythroid maturation at the polychromatic to orthochromatic transition stage; (4) Conclusions: Tmcc2 is required for normal erythropoiesis in mice. While several phenotypic features resemble congenital dyserythropoietic anemias (CDA) types II, III, and IV, the involvement of TMCC2 in the pathogenesis of CDA in humans remains to be determined.


Asunto(s)
Anemia Diseritropoyética Congénita , Anemia , Anemia/patología , Anemia Diseritropoyética Congénita/genética , Animales , Eritroblastos/patología , Eritrocitos/patología , Eritropoyesis/genética , Ratones , Proteómica
11.
Clin Immunol ; 236: 108951, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-35134549

RESUMEN

Erythroblastic synartesis is a rare cause of acquired dyserythropoiesis. Only 9 cases have been previously reported. We hereby report 3 cases of patients diagnosed with erythroblastic synartesis associated with monoclonal immunoglobulin and an overt malignant lymphoid disorder. A different B-cell clone may produce the monoclonal immunoglobulin, forming a biclonal disorder. In light of these data and literature review, treatment targeting the paraprotein seems to be efficient to control synartesis and correct anemia. In the case of monoclonal gammapathy associated with chronic lymphocytic leukemia, therapeutics should be adapted to control both chronic lymphocytic leukemia and monitored monoclonal immunoglobulin titer.


Asunto(s)
Leucemia Linfocítica Crónica de Células B , Trastornos Linfoproliferativos , Paraproteinemias , Anticuerpos Monoclonales , Eritroblastos/patología , Humanos , Leucemia Linfocítica Crónica de Células B/patología , Trastornos Linfoproliferativos/complicaciones , Paraproteinemias/complicaciones
12.
Sci Rep ; 12(1): 336, 2022 01 10.
Artículo en Inglés | MEDLINE | ID: mdl-35013432

RESUMEN

Haploinsufficiency for the erythroid-specific transcription factor KLF1 is associated with hereditary persistence of fetal hemoglobin (HPFH). Increased HbF ameliorates the symptoms of ß-hemoglobinopathies and downregulation of KLF1 activity has been proposed as a potential therapeutic strategy. However, the feasibility of this approach has been challenged by the observation that KLF1 haploinsufficient individuals with the same KLF1 variant, within the same family, display a wide range of HbF levels. This phenotypic variability is not readily explained by co-inheritance of known HbF-modulating variants in the HBB, HBS1L-MYB and/or BCL11A loci. We studied cultured erythroid progenitors obtained from Maltese individuals in which KLF1 p.K288X carriers display HbF levels ranging between 1.3 and 12.3% of total Hb. Using a combination of gene expression analysis, chromatin accessibility assays and promoter activity tests we find that variation in expression of the wildtype KLF1 allele may explain a significant part of the variability in HbF levels observed in KLF1 haploinsufficiency. Our results have general bearing on the variable penetrance of haploinsufficiency phenotypes and on conflicting interpretations of pathogenicity of variants in other transcriptional regulators such as EP300, GATA2 and RUNX1.


Asunto(s)
Epigénesis Genética , Epigenoma , Epigenómica , Eritroblastos/metabolismo , Haploinsuficiencia , Hemoglobinopatías/genética , Factores de Transcripción de Tipo Kruppel/genética , Células Cultivadas , Secuenciación de Inmunoprecipitación de Cromatina , Eritroblastos/patología , Eritropoyesis/genética , Hemoglobina Fetal/genética , Hemoglobina Fetal/metabolismo , Predisposición Genética a la Enfermedad , Hemoglobinopatías/sangre , Hemoglobinopatías/diagnóstico , Humanos , Factores de Transcripción de Tipo Kruppel/metabolismo , Malta , Penetrancia , Fenotipo , Cultivo Primario de Células , RNA-Seq
13.
Exp Biol Med (Maywood) ; 246(15): 1760-1775, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-34024142

RESUMEN

Heart regeneration is negligible in humans and mammals but remarkable in some ectotherms. Humans and mammals lack nucleated red blood cells (NRBCs), while ectotherms have sufficient NRBCs. This study used Bufo gargarizan gargarizan, a Chinese toad subspecies, as a model animal to verify our hypothesis that NRBCs participate in myocardial regeneration. NRBC infiltration into myocardium was seen in the healthy toad hearts. Heart needle-injury was used as an enlarged model of physiological cardiomyocyte loss. It recovered quickly and scarlessly. NRBC infiltration increased during the recovery. Transwell assay was done to in vitro explore effects of myocardial injury on NRBCs. In the transwell system, NRBCs could infiltrate into cardiac pieces and could transdifferentiate toward cardiomyocytes. Heart apex cautery caused approximately 5% of the ventricle to be injured to varying degrees. In the mildly to moderately injured regions, NRBC infiltration increased and myocardial regeneration started soon after the inflammatory response; the severely damaged region underwent inflammation, scarring, and vascularity before NRBC infiltration and myocardial regeneration, and recovered scarlessly in four months. NRBCs were seen in the newly formed myocardium. Enzyme-linked immunosorbent assay and Western blotting showed that the levels of tumor necrosis factor-α, interleukin- 1ß, 6, and11, cardiotrophin-1, vascular endothelial growth factor, erythropoietin, matrix metalloproteinase- 2 and 9 in the serum and/or cardiac tissues fluctuated in different patterns during the cardiac injury-regeneration. Cardiotrophin-1 could induce toad NRBC transdifferentiation toward cardiomyocytes in vitro. Taken together, the results suggest that the NRBC is a cell source for cardiomyocyte renewal/regeneration in the toad; cardiomyocyte loss triggers a series of biological processes, facilitating NRBC infiltration and transition to cardiomyocytes. This finding may guide a new direction for improving human myocardial regeneration.


Asunto(s)
Eritroblastos/metabolismo , Eritrocitos/citología , Miocitos Cardíacos/citología , Regeneración/fisiología , Animales , Bufonidae , Eritroblastos/patología , Recuento de Eritrocitos/métodos , Modelos Animales , Factores de Riesgo , Factor A de Crecimiento Endotelial Vascular/metabolismo
14.
Commun Biol ; 4(1): 517, 2021 05 03.
Artículo en Inglés | MEDLINE | ID: mdl-33941818

RESUMEN

Erythropoiesis involves complex interrelated molecular signals influencing cell survival, differentiation, and enucleation. Diseases associated with ineffective erythropoiesis, such as ß-thalassemias, exhibit erythroid expansion and defective enucleation. Clear mechanistic determinants of what make erythropoiesis effective are lacking. We previously demonstrated that exogenous transferrin ameliorates ineffective erythropoiesis in ß-thalassemic mice. In the current work, we utilize transferrin treatment to elucidate a molecular signature of ineffective erythropoiesis in ß-thalassemia. We hypothesize that compensatory mechanisms are required in ß-thalassemic erythropoiesis to prevent apoptosis and enhance enucleation. We identify pleckstrin-2-a STAT5-dependent lipid binding protein downstream of erythropoietin-as an important regulatory node. We demonstrate that partial loss of pleckstrin-2 leads to worsening ineffective erythropoiesis and pleckstrin-2 knockout leads to embryonic lethality in ß-thalassemic mice. In addition, the membrane-associated active form of pleckstrin-2 occurs at an earlier stage during ß-thalassemic erythropoiesis. Furthermore, membrane-associated activated pleckstrin-2 decreases cofilin mitochondrial localization in ß-thalassemic erythroblasts and pleckstrin-2 knockdown in vitro induces cofilin-mediated apoptosis in ß-thalassemic erythroblasts. Lastly, pleckstrin-2 enhances enucleation by interacting with and activating RacGTPases in ß-thalassemic erythroblasts. This data elucidates the important compensatory role of pleckstrin-2 in ß-thalassemia and provides support for the development of targeted therapeutics in diseases of ineffective erythropoiesis.


Asunto(s)
Apoptosis , Núcleo Celular/patología , Eritroblastos/patología , Eritropoyesis , Proteínas de la Membrana/fisiología , Talasemia beta/patología , Animales , Núcleo Celular/metabolismo , Eritroblastos/metabolismo , Femenino , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Talasemia beta/etiología , Talasemia beta/metabolismo
18.
Leukemia ; 35(4): 1156-1165, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-32820269

RESUMEN

EZH1 and EZH2 are enzymatic components of polycomb repressive complex (PRC) 2, which catalyzes histone H3K27 tri-methylation (H3K27me3) to repress the transcription of PRC2 target genes. We previously reported that the hematopoietic cell-specific Ezh2 deletion (Ezh2Δ/Δ) induced a myelodysplastic syndrome (MDS)-like disease in mice. We herein demonstrated that severe PRC2 insufficiency induced by the deletion of one allele Ezh1 in Ezh2-deficient mice (Ezh1+/-Ezh2Δ/Δ) caused advanced dyserythropoiesis accompanied by a differentiation block and enhanced apoptosis in erythroblasts. p53, which is activated by impaired ribosome biogenesis in del(5q) MDS, was specifically activated in erythroblasts, but not in hematopoietic stem or progenitor cells in Ezh1+/-Ezh2Δ/Δ mice. Cdkn2a, a major PRC2 target encoding p19Arf, which activates p53 by inhibiting MDM2 E3 ubiquitin ligase, was de-repressed in Ezh1+/-Ezh2Δ/Δ erythroblasts. The deletion of Cdkn2a as well as p53 rescued dyserythropoiesis in Ezh1+/-Ezh2Δ/Δ mice, indicating that PRC2 insufficiency caused p53-dependent dyserythropoiesis via the de-repression of Cdkn2a. Since PRC2 insufficiency is often involved in the pathogenesis of MDS, the present results suggest that p53-dependent dyserythropoiesis manifests in MDS in the setting of PRC2 insufficiency.


Asunto(s)
Susceptibilidad a Enfermedades , Eritropoyesis/genética , Síndromes Mielodisplásicos/genética , Síndromes Mielodisplásicos/metabolismo , Complejo Represivo Polycomb 2/genética , Proteína p53 Supresora de Tumor/metabolismo , Animales , Biomarcadores , Secuenciación de Inmunoprecipitación de Cromatina , Modelos Animales de Enfermedad , Eritroblastos/metabolismo , Eritroblastos/patología , Citometría de Flujo , Histonas/metabolismo , Humanos , Ratones , Ratones Transgénicos , Modelos Biológicos , Mutación , Síndromes Mielodisplásicos/diagnóstico , Síndromes Mielodisplásicos/terapia , Unión Proteica
19.
Cytometry B Clin Cytom ; 100(5): 554-567, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-33285035

RESUMEN

BACKGROUND: The hallmark of myelodysplastic syndrome (MDS) remains dysplasia in the bone marrow (BM). However, diagnosing MDS may be challenging and subject to inter-observer variability. Thus, there is an unmet need for novel objective, standardized and reproducible methods for evaluating dysplasia. Imaging flow cytometry (IFC) offers combined analyses of phenotypic and image-based morphometric parameters, for example, cell size and nuclearity. Hence, we hypothesized IFC to be a useful tool in MDS diagnostics. METHODS: Using a different-from-normal approach, we investigated dyserythropoiesis by quantifying morphometric features in a median of 5953 erythroblasts (range: 489-68,503) from 14 MDS patients, 11 healthy donors, 6 non-MDS controls with increased erythropoiesis, and 6 patients with cytopenia. RESULTS: First, we morphometrically confirmed normal erythroid maturation, as immunophenotypically defined erythroid precursors could be sequenced by significantly decreasing cell-, nuclear- and cytoplasm area. In MDS samples, we demonstrated cell size enlargement and increased fractions of macronormoblasts in late-stage erythroblasts (both p < .0001). Interestingly, cytopenic controls with high-risk mutational patterns displayed highly aberrant cell size morphometrics. Furthermore, assisted by machine learning algorithms, we reliably identified and enumerated true binucleated erythroblasts at a significantly higher frequency in two out of three erythroblast maturation stages in MDS patients compared to normal BM (both p = .0001). CONCLUSION: We demonstrate proof-of-concept results of the applicability of automated IFC-based techniques to study and quantify morphometric changes in dyserythropoietic BM cells. We propose that IFC holds great promise as a powerful and objective tool in the complex setting of MDS diagnostics with the potential for minimizing inter-observer variability.


Asunto(s)
Eritroblastos/patología , Eritropoyesis , Citometría de Flujo , Aprendizaje Automático , Síndromes Mielodisplásicos/diagnóstico , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad
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