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1.
Eur J Med Chem ; 269: 116346, 2024 Apr 05.
Artigo em Inglês | MEDLINE | ID: mdl-38518524

RESUMO

Considering the increasing risk of nuclear attacks worldwide, the development of develop potent and safe radioprotective agents for nuclear emergencies is urgently needed. γ-tocotrienol (GT3) and δ-tocotrienol (DT3) have demonstrated a potent radioprotective effect by inducing the production of granulocyte-colony stimulating factor (G-CSF) in vivo. However, their application is limited because of their low bioavailability. The utilization of ester prodrugs can be an effective strategy for modifying the pharmacokinetic properties of drug molecules. In this study, we initially confirmed that DT3 exhibited the most significant potential for inducing G-CSF effects among eight natural vitamin E homologs. Consequently, we designed and synthesized a series of DT3 ester and ether derivatives, leading to improved radioprotective effects. The metabolic study conducted in vitro and in vivo has identified DT3 succinate 5b as a prodrug of DT3 with an approximately seven-fold higher bioavailability compared to DT3 alone. And DT3 ether derivative 8a were relatively stable and approximately 4 times more bioavailable than DT3 prototype. Furthermore, 5b exhibited superior ability to mitigate radiation-induced pancytopenia, enhance the recovery of bone marrow hematopoietic stem and progenitor cells, and promote splenic extramedullary hematopoiesis in sublethal irradiated mice. Similarly, 8a shown potential radiation protection, but its radiation protection is less than DT3. Based on these findings, we identified 5b as a DT3 prodrug, and providing an attractive candidate for further drug development.


Assuntos
Sistema Hematopoético , Pró-Fármacos , Proteção Radiológica , Vitamina E/análogos & derivados , Animais , Camundongos , Fator Estimulador de Colônias de Granulócitos/farmacologia , Ésteres/farmacologia , Éteres , Pró-Fármacos/farmacologia , Granulócitos
2.
Blood ; 143(3): 188-190, 2024 Jan 18.
Artigo em Inglês | MEDLINE | ID: mdl-38236614
3.
Blood ; 143(14): 1399-1413, 2024 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-38194688

RESUMO

ABSTRACT: SETBP1 mutations are found in various clonal myeloid disorders. However, it is unclear whether they can initiate leukemia, because SETBP1 mutations typically appear as later events during oncogenesis. To answer this question, we generated a mouse model expressing mutated SETBP1 in hematopoietic tissue: this model showed profound alterations in the differentiation program of hematopoietic progenitors and developed a myeloid neoplasm with megakaryocytic dysplasia, splenomegaly, and bone marrow fibrosis, prompting us to investigate SETBP1 mutations in a cohort of 36 triple-negative primary myelofibrosis (TN-PMF) cases. We identified 2 distinct subgroups, one carrying SETBP1 mutations and the other completely devoid of somatic variants. Clinically, a striking difference in disease aggressiveness was noted, with patients with SETBP1 mutation showing a much worse clinical course. In contrast to myelodysplastic/myeloproliferative neoplasms, in which SETBP1 mutations are mostly found as a late clonal event, single-cell clonal hierarchy reconstruction in 3 patients with TN-PMF from our cohort revealed SETBP1 to be a very early event, suggesting that the phenotype of the different SETBP1+ disorders may be shaped by the opposite hierarchy of the same clonal SETBP1 variants.


Assuntos
Sistema Hematopoético , Doenças Mieloproliferativas-Mielodisplásicas , Transtornos Mieloproliferativos , Mielofibrose Primária , Animais , Camundongos , Humanos , Mielofibrose Primária/genética , Transtornos Mieloproliferativos/genética , Mutação , Proteínas de Transporte/genética , Proteínas Nucleares/genética
4.
J Clin Invest ; 134(2)2024 Jan 16.
Artigo em Inglês | MEDLINE | ID: mdl-37988162

RESUMO

Gestational diabetes is a common medical complication of pregnancy that is associated with adverse perinatal outcomes and an increased risk of metabolic diseases and atherosclerosis in adult offspring. The mechanisms responsible for this delayed pathological transmission remain unknown. In mouse models, we found that the development of atherosclerosis in adult offspring born to diabetic pregnancy can be in part linked to hematopoietic alterations. Although they do not show any gross metabolic disruptions, the adult offspring maintain hematopoietic features associated with diabetes, indicating the acquisition of a lasting diabetic hematopoietic memory. We show that the induction of this hematopoietic memory during gestation relies on the activity of the advanced glycation end product receptor (AGER) and the nucleotide binding and oligomerization domain-like receptor family pyrin domain-containing 3 (NLRP3) inflammasome, which lead to increased placental inflammation. In adult offspring, we find that this memory is associated with DNA methyltransferase 1 (DNMT1) upregulation and epigenetic changes in hematopoietic progenitors. Together, our results demonstrate that the hematopoietic system can acquire a lasting memory of gestational diabetes and that this memory constitutes a pathway connecting gestational health to adult pathologies.


Assuntos
Aterosclerose , Diabetes Gestacional , Sistema Hematopoético , Humanos , Feminino , Gravidez , Animais , Camundongos , Diabetes Gestacional/genética , Placenta/metabolismo , Proteína 3 que Contém Domínio de Pirina da Família NLR/genética , Inflamassomos/metabolismo , Sistema Hematopoético/metabolismo
6.
Geroscience ; 46(1): 1271-1284, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37535204

RESUMO

Tristetraprolin (TTP), encoded by Zfp36 in mice, is one of the best-characterized tandem zinc-finger mRNA binding proteins involved in mRNA deadenylation and decay. TTPΔARE mice lack an AU-rich motif in the 3'-untranslated regions of TTP mRNA, leading to increased TTP mRNA stability and more TTP protein, resulting in elevated mRNA decay rates of TTP targets. We examined the effect of TTP overexpression on the hematopoietic system in both young and middle-aged mice using TTPΔARE mice and found alterations in blood cell frequencies, with loss of platelets and B220 cells and gains of eosinophils and T cells. TTPΔARE mice also have skewed primitive populations in the bone marrow, with increases in myeloid-biased hematopoietic stem cells (HSCs) but decreases in granulocyte/macrophage-biased multipotent progenitors (MPP3) in both young and middle-aged mice. Changes in the primitive cells' frequencies were associated with transcriptional alterations in the TTP overexpression cells specific to age as well as cell type. Regardless of age, there was a consistent elevation of transcripts regulated by TNFα and TGFß signaling pathways in both the stem and multipotent progenitor populations. HSCs with TTP overexpression had decreased reconstitution potential in murine transplants but generated hematopoietic environments that mitigated the inflammatory response to the collagen antibody-induced arthritis (CAIA) challenge, which models rheumatoid arthritis and other autoimmune disorders. This dampening of the inflammatory response was even present when there was only a small frequency of TTP overexpressing cells present in the middle-aged mice. We provide an analysis of the early hematopoietic compartments with elevated TTP expression in both young and middle-aged mice which inhibits the reconstitution potential of the HSCs but generates a hematopoietic system that provides dominant repression of induced inflammation.


Assuntos
Sistema Hematopoético , Tristetraprolina , Animais , Camundongos , Regiões 3' não Traduzidas , Modelos Animais de Doenças , Sistema Hematopoético/metabolismo , Inflamação/genética , Camundongos Knockout , Tristetraprolina/genética , Tristetraprolina/metabolismo
7.
Int J Mol Sci ; 24(18)2023 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-37762064

RESUMO

The impact of space radiation and microgravity on DNA damage responses has been discussed controversially, largely due to the variety of model systems engaged. Here, we performed side-by-side analyses of human hematopoietic stem/progenitor cells (HSPC) and peripheral blood lymphocytes (PBL) cultivated in a 2D clinostat to simulate microgravity before, during and after photon and particle irradiation. We demonstrate that simulated microgravity (SMG) accelerates the early phase of non-homologous end joining (NHEJ)-mediated repair of simple, X-ray-induced DNA double-strand breaks (DSBs) in PBL, while repair kinetics in HSPC remained unaltered. Repair acceleration was lost with increasing LET of ion exposures, which increases the complexity of DSBs, precluding NHEJ and requiring end resection for successful repair. Such cell-type specific effect of SMG on DSB repair was dependent on the NF-кB pathway pre-activated in PBL but not HSPC. Already under unperturbed growth conditions HSPC and PBL suffered from SMG-induced replication stress associated with accumulation of single-stranded DNA and DSBs, respectively. We conclude that in PBL, SMG-induced DSBs promote repair of radiation-induced damage in an adaptive-like response. HSPC feature SMG-induced single-stranded DNA and FANCD2 foci, i.e., markers of persistent replication stress and senescence that may contribute to a premature decline of the immune system in space.


Assuntos
Reparo do DNA , Sistema Hematopoético , Humanos , DNA de Cadeia Simples , Quebras de DNA de Cadeia Dupla , Reparo do DNA por Junção de Extremidades , Dano ao DNA
10.
Sci Rep ; 13(1): 7490, 2023 05 09.
Artigo em Inglês | MEDLINE | ID: mdl-37160922

RESUMO

Loss of function in the tumor suppressor gene TP53 is the most common alteration seen in human cancer. In mice, P53 deletion in all cells leads predominantly to the development of T-cell lymphomas, followed by B-cell lymphomas, sarcomas and teratomas. In order to dissect the role of P53 in the hematopoietic system, we generated and analyzed two different mouse models deficient for P53. A pan-hematopoietic P53 deletion mouse was created using Vav1-Cre based deletion; and a B-cell-specific deletion mouse was created using a CD19-Cre based deletion. The Vav1-P53CKO mice predominantly developed T-cell malignancies in younger mice, and myeloid malignancies in older mice. In T-cell malignancies, there was accelerated thymic cell maturation with overexpression of Notch1 and its downstream effectors. CD19-P53CKO mice developed marginal zone expansion in the spleen, followed by marginal zone lymphoma, some of which progressed to diffuse large B-cell lymphomas. Interestingly, marginal zone and diffuse large B-cell lymphomas had a unique gene expression signature characterized by activation of the PI3K pathway, compared with wild type marginal zone or follicular cells of the spleen. This study demonstrates lineage specific P53 deletion leading to distinct phenotypes secondary to unique gene expression programs set in motion.


Assuntos
Sistema Hematopoético , Linfoma Difuso de Grandes Células B , Humanos , Animais , Camundongos , Fosfatidilinositol 3-Quinases , Proteína Supressora de Tumor p53/genética , Baço , Proteínas Adaptadoras de Transdução de Sinal , Antígenos CD19
11.
Int J Mol Sci ; 24(10)2023 May 19.
Artigo em Inglês | MEDLINE | ID: mdl-37240328

RESUMO

The hematopoietic system performs the most vital functions in the human body, integrating the work of various organs while producing enormous numbers of mature cells daily [...].


Assuntos
Transplante de Células-Tronco Hematopoéticas , Sistema Hematopoético , Humanos
12.
Int J Mol Sci ; 24(10)2023 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-37240410

RESUMO

Bone is a vital tissue as it carries out various metabolic functions: support of the body, protection of the internal organs, mineral deposit and hematopoietic functions [...].


Assuntos
Doenças Ósseas Metabólicas , Sistema Hematopoético , Humanos , Doenças Ósseas Metabólicas/genética , Doenças Ósseas Metabólicas/terapia , Osso e Ossos/metabolismo , Sistema Hematopoético/metabolismo , Minerais , Biologia Molecular
13.
Sci Rep ; 13(1): 5411, 2023 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-37012292

RESUMO

Almost all cancer types share the hallmarks of cancer and a similar tumor formation: fueled by stochastic mutations in somatic cells. In case of chronic myeloid leukemia (CML), this evolutionary process can be tracked from an asymptomatic long-lasting chronic phase to a final rapidly evolving blast phase. Somatic evolution in CML occurs in the context of healthy blood production, a hierarchical process of cell division; initiated by stem cells that self-renew and differentiate to produce mature blood cells. Here we introduce a general model of hierarchical cell division explaining the particular progression of CML as resulting from the structure of the hematopoietic system. Driver mutations confer a growth advantage to the cells carrying them, for instance, the BCR::ABL1 gene, which also acts as a marker for CML. We investigated the relation of the BCR::ABL1 mutation strength to the hematopoietic stem cell division rate by employing computer simulations and fitting the model parameters to the reported median duration for the chronic and accelerated phases. Our results demonstrate that driver mutations (additional to the BCR::ABL1 mutation) are necessary to explain CML progression if stem cells divide sufficiently slowly. We observed that the number of mutations accumulated by cells at the more differentiated levels of the hierarchy is not affected by driver mutations present in the stem cells. Our results shed light on somatic evolution in a hierarchical tissue and show that the clinical hallmarks of CML progression result from the structural characteristics of blood production.


Assuntos
Sistema Hematopoético , Leucemia Mielogênica Crônica BCR-ABL Positiva , Humanos , Proteínas de Fusão bcr-abl/genética , Leucemia Mielogênica Crônica BCR-ABL Positiva/genética , Leucemia Mielogênica Crônica BCR-ABL Positiva/patologia , Crise Blástica/patologia , Mutação , Sistema Hematopoético/patologia , Inibidores de Proteínas Quinases
14.
Zhongguo Shi Yan Xue Ye Xue Za Zhi ; 31(2): 411-419, 2023 Apr.
Artigo em Chinês | MEDLINE | ID: mdl-37096513

RESUMO

OBJECTIVE: To explore the role of ferroptosis-related genes in multiple myeloma(MM) through TCGA database and FerrDb, and build a prognostic model of ferroptosis-related genes for MM patients. METHODS: Using the TCGA database containing clinical information and gene expression profile data of 764 patients with MM and the FerrDb database including ferroptosis-related genes, the differentially expressed ferroptosis-related genes were screened by wilcox.test function. The prognostic model of ferroptosis-related genes was established by Lasso regression, and the Kaplan-Meier survival curve was drawn. Then COX regression analysis was used to screen independent prognostic factors. Finally, the differential genes between high-risk and low-risk patients were screened, and enrichment analysis was used to explore the mechanism of the relationship between ferroptosis and prognosis in MM. RESULTS: 36 differential genes related to ferroptosis were screened out from bone marrow samples of 764 MM patients and 4 normal people, including 12 up-regulated genes and 24 down-regulated genes. Six prognosis-related genes (GCLM, GLS2, SLC7A11, AIFM2, ACO1, G6PD) were screened out by Lasso regression and the prognostic model with ferroptosis-related genes of MM was established. Kaplan-Meier survival curve analysis showed that the survival rate between high risk group and low risk group was significantly different(P<0.01). Univariate COX regression analysis showed that age, sex, ISS stage and risk score were significantly correlated with overall survival of MM patients(P<0.05), while multivariate COX regression analysis showed that age, ISS stage and risk score were independent prognostic indicators for MM patients (P<0.05). GO and KEGG enrichment analysis showed that the ferroptosis-related genes was mainly related to neutrophil degranulation and migration, cytokine activity and regulation, cell component, antigen processing and presentation, complement and coagulation cascades, haematopoietic cell lineage and so on, which may affect the prognosis of patients. CONCLUSION: Ferroptosis-related genes change significantly during the pathogenesis of MM. The prognostic model of ferroptosis-related genes can be used to predict the survival of MM patients, but the mechanism of the potential function of ferroptosis-related genes needs to be confirmed by further clinical studies.


Assuntos
Ferroptose , Sistema Hematopoético , Mieloma Múltiplo , Humanos , Prognóstico , Coagulação Sanguínea
15.
Int J Radiat Biol ; 99(7): 1080-1095, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36930794

RESUMO

PURPOSE: To describe the dose response relationship and natural history of radiation injury in the Wistar rat and its suitability for use in medical countermeasures (MCM) testing. MATERIALS & METHODS: In two separate studies, male and female rats were exposed to partial body irradiation (PBI) with 5% bone marrow sparing. Animals were X-ray irradiated from 7 to 12 Gy at 7-10 weeks of age. Acute radiation syndrome (ARS) survival at 30 days and delayed effects of acute radiation exposure (DEARE) survival at 182 days were assessed. Radiation effects were determined by clinical observations, body weights, hematology, clinical chemistry, magnetic resonance imaging of lung, whole-body plethysmography, and histopathology. RESULTS: Rats developed canonical ARS responses of hematopoietic atrophy and gastrointestinal injury resulting in mortality at doses ≥8Gy in males and ≥8.5 Gy in females. DEARE mortality occurred at doses ≥8Gy for both sexes. Findings indicate lung, kidney, and/or liver injury, and persistent hematological dysregulation, revealing multi-organ injury as a DEARE. CONCLUSION: The Wistar rat PBI model is suitable for testing MCMs against hematopoietic and gastrointestinal ARS. DEARE multi-organ injury occurred in both sexes irradiated with 8-9Gy, also suggesting suitability for polypharmacy studies addressing the combination of ARS and DEARE injury.


Assuntos
Síndrome Aguda da Radiação , Sistema Hematopoético , Masculino , Feminino , Ratos , Animais , Medula Óssea/efeitos da radiação , Ratos Wistar , Síndrome Aguda da Radiação/etiologia , Síndrome Aguda da Radiação/patologia , Trato Gastrointestinal/efeitos da radiação
16.
J Radiat Res ; 64(2): 228-249, 2023 Mar 23.
Artigo em Inglês | MEDLINE | ID: mdl-36773331

RESUMO

While epidemiological data have greatly contributed to the estimation of the dose and dose-rate effectiveness factor (DDREF) for human populations, studies using animal models have made significant contributions to provide quantitative data with mechanistic insights. The current article aims at compiling the animal studies, specific to rodents, with reference to the dose-rate effects of cancer development. This review focuses specifically on the results that explain the biological mechanisms underlying dose-rate effects and their potential involvement in radiation-induced carcinogenic processes. Since the adverse outcome pathway (AOP) concept together with the key events holds promise for improving the estimation of radiation risk at low doses and low dose-rates, the review intends to scrutinize dose-rate dependency of the key events in animal models and to consider novel key events involved in the dose-rate effects, which enables identification of important underlying mechanisms for linking animal experimental and human epidemiological studies in a unified manner.


Assuntos
Sistema Hematopoético , Neoplasias Induzidas por Radiação , Exposição à Radiação , Animais , Humanos , Doses de Radiação , Medição de Risco/métodos , Exposição à Radiação/efeitos adversos , Modelos Animais , Fígado , Pulmão , Relação Dose-Resposta à Radiação
17.
Methods Mol Biol ; 2567: 251-262, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36255706

RESUMO

The hematopoietic system is one of the most sensitive tissues to ionizing radiation, and radiation doses from 2 to 10 gray can result in death from bleeding and infection if left untreated. Reviewing the range of radiation doses reported in the literature that result in similar lethality highlights the need for a more consistent model that would allow a better comparison of the hematopoietic acute radiation syndrome (H-ARS) studies carried out in different laboratories. Developing a murine model of H-ARS to provide a platform suited for efficacy testing of medical countermeasures (MCM) against radiation should include a review of the Food and Drug Administration requirements outlined in the Animal Rule. The various aspects of a murine H-ARS model found to affect consistent performance will be described in this chapter including strain, sex, radiation type and dose, mouse restraint, and husbandry.


Assuntos
Síndrome Aguda da Radiação , Sistema Hematopoético , Camundongos , Animais , Síndrome Aguda da Radiação/etiologia , Síndrome Aguda da Radiação/tratamento farmacológico , Modelos Animais de Doenças
18.
Zhongguo Shi Yan Xue Ye Xue Za Zhi ; 30(6): 1873-1880, 2022 Dec.
Artigo em Chinês | MEDLINE | ID: mdl-36476919

RESUMO

OBJECTIVE: To investigate the hematopoietic protective effect of platelet-derived growth factor (PDGF)-BB on radiation-induced myelosuppression model mice and effect of anti-apoptosis of megakaryocyte line Meg-01 cells, and its possible mechanism. METHODS: Mice were radiated with 4 Gy of 137Csγ ray to establish the model of myelosuppression. Mice were weighed and peripheral blood cell were counted before radiation (day 0) and day 7, 14 and 21 after radiation. On the 21 st day, the mice were killed. The sternal tissues of the mice were taken for morphological observation, and the femoral bone marrow cells were cultured for the assay of colony cell forming units (CFU). Meg-01 cells were cultured without FBS for 24 h to induce apoptosis, and then treated with PDGF-BB for 48 h. The effects of PDGF-BB on the proliferation were investigated by cell counting. Flow cytometry was used to detect early apoptosis (Annexin V), mitochondrial membrane potential (JC-1) and the expression of caspase-3. RESULTS: Peripheral blood cell counts of mice showed that PDGF-BB stimulated the recovery of white blood cells, red blood cells and platelets after radiation (P<0.05), especially for white blood cells. Morphological examination showed bone marrow hyperplasia in PDGF-BB group, the numbers of megakaryocytes and their progenitor cells were higher than those in the control group. PDGF-BB significantly stimulated the formation of CFU-MK, CFU-GM, BFU-E and CFU-F. PDGF-BB showed a strong proliferation effect in the concentration range of 5-50 ng/ml (P<0.001). PDGF-BB (50 ng/ml) significantly reduced the positive expression of Annexin V (P<0.01). The mitochondrial membrane potential in the control group was decreased when compared with PDGF-BB group, which indicated that the number of apoptotic cells was increased (P<0.01). Besides, the expression of caspase-3 in PDGF-BB group was significantly lower than that in control group (P<0.05). CONCLUSION: PDGF-BB has a protective effect on the hematopoietic system of myelosuppression model mice, especially megakaryocytes and their progenitor cells. PDGF-BB has pro-proliferative and anti-apoptotic effects on Meg-01 cells, and the mechanism may be mediated through JC-1 and caspase-3 pathway.


Assuntos
Sistema Hematopoético , Animais , Camundongos , Becaplermina , Caspase 3 , Apoptose
19.
Pathologie (Heidelb) ; 43(Suppl 1): 64-70, 2022 Aug.
Artigo em Alemão | MEDLINE | ID: mdl-36239779

RESUMO

The "Blue Book" of the WHO classification of haematolymphoid tumours is the worldwide accepted reference in malignant tumours of the myeloid and lymphoid system. The REAL classification of 1994 [2] laid the foundations for the WHO volumes, with continous development and specification to date [3, 5, 6]. In the 5th edition of the classification to be released this year, new insights concerning the pathogenesis and molecular genetics, and new concepts regarding the taxonomic basis of the classification are included. Overviews of the changes and new aspects of the 5th edition of the classification of haematolymphoid tumours (WHO-HAEM5) have recently been published [1, 4]. Overall, 420 authors participated on the WHO-HAEM5, among them numerous members of the large international societies for haematopathology, the European Association for Haematopathology (EAHP) and the Society for Hematopathology (SH). The WHO-HAEM5 was developed in a multidisciplinary setting in numerous online meetings with haematopathologists, haematologists, oncologists, geneticists, epidemiologists and molecular biologists. In extensive discussions, harmonisation of chapters and with the other volumes of the 5th series was sought. For implementation of clinical aspects, a clinical advisory board was consulted. The new classification constitutes a systematic update of former classifications. As has been implemented earlier, the entities are presented in a hierarchical order: category (e.g. mature B­cell neoplasm), family/class (e.g. diffuse large B­cell lymphoma, DLBCL), entity (e.g. DLBCL, not otherwise specified, NOS) and subtype (e.g. DLBCL, NOS, GCB-type). Similar to the 5th editions of other WHO classifications, at the end of each chapter, a list of "essential" diagnostic criteria representing minimal criteria to establish the diagnosis and "desirable" diagnostic criteria are given in order to further confirm and specify the diagnosis.


Assuntos
Sistema Hematopoético , Linfoma Difuso de Grandes Células B , Humanos , Linfoma Difuso de Grandes Células B/patologia , Sistema Hematopoético/patologia , Patologistas , Organização Mundial da Saúde
20.
Toxicol Pathol ; 50(7): 867-870, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-36305575

RESUMO

Hematology and bone marrow analysis is central to our understanding of the hematopoietic system and how it responds to insults, and this session presented during the 2022 STP symposium provided a review of current and novel approaches for the evaluation of the hematopoietic system in the context of nonclinical investigations. This publication summarizes the information presented on novel approaches for evaluation of the hematopoietic system using automated hematology analyzers, including details around the quantitative assessment of bone marrow cell suspensions as well as introducing several newly available hematology parameters. It was followed by a discussion on intravital microscopy and live cell imaging and how these methods can assist with de-risking hematopoiesis-associated safety concerns, and a review of recent assays using artificial intelligence for the evaluation of bone marrow.


Assuntos
Inteligência Artificial , Sistema Hematopoético , Hematopoese , Células da Medula Óssea , Medula Óssea
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