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Bio-net dataset: AI-based diagnostic solutions using peripheral blood smear images 生物网络数据集:利用外周血涂片图像的人工智能诊断解决方案
IF 2.3 4区 医学 Q3 HEMATOLOGY Pub Date : 2024-01-04 DOI: 10.1016/j.bcmd.2024.102823
Usman Ali Shams , Isma Javed , Muhammad Fizan , Aqib Raza Shah , Ghulam Mustafa , Muhammad Zubair , Yehia Massoud , Muhammad Qasim Mehmood , Muhammad Asif Naveed

Peripheral blood smear examination is one of the basic steps in the evaluation of different blood cells. It is a confirmatory step after an automated complete blood count analysis. Manual microscopy is time-consuming and requires professional laboratory expertise. Therefore, the turn-around time for peripheral smear in a health care center is approximately 3–4 hours. To avoid the traditional method of manual counting under the microscope a computerized automation of peripheral blood smear examination has been adopted, which is a challenging task in medical diagnostics. In recent times, deep learning techniques have overcome the challenges associated with human microscopic evaluation of peripheral smears and this has led to reduced cost and precise diagnosis. However, their application can be significantly improved by the availability of annotated datasets. This study presents a large customized annotated blood cell dataset (named the Bio-Net dataset from healthy individuals) and blood cell detection and counting in the peripheral blood smear images. A mini-version of the dataset for specialized WBC-based image processing tasks is also equipped to classify the healthy and mature WBCs in their respective classes. An object detection algorithm called You Only Look Once (YOLO) with a refashion disposition has been trained on the novel dataset to automatically detect and classify blood cells into RBCs, WBCs, and platelets and compare the results with other publicly available datasets to highlight the versatility. In short the introduction of the Bio-Net dataset and AI-powered detection and counting offers a significant potential for advancement in biomedical research for analyzing and understanding biological data.

外周血涂片检查是评估不同血细胞的基本步骤之一。它是自动全血细胞计数分析后的确认步骤。人工显微镜检查耗时且需要专业的实验室知识。因此,在医疗中心进行外周血涂片检查的周转时间约为 3-4 小时。为了避免在显微镜下手动计数的传统方法,外周血涂片检查采用了计算机自动化,这在医学诊断中是一项具有挑战性的任务。近来,深度学习技术克服了外周血涂片人工显微镜评估所带来的挑战,从而降低了成本,实现了精确诊断。然而,如果能获得有注释的数据集,这些技术的应用就能得到显著改善。本研究介绍了一个大型定制注释血细胞数据集(命名为来自健康人的 Bio-Net 数据集),以及外周血涂片图像中的血细胞检测和计数。该数据集还配备了一个微型版本,用于基于白细胞的专门图像处理任务,可将健康和成熟的白细胞划分为各自的类别。一种名为 "你只看一次(YOLO)"的物体检测算法已在新数据集上进行了训练,以自动检测血细胞并将其分类为红细胞、白细胞和血小板,并将结果与其他公开可用的数据集进行比较,以突出其多功能性。总之,Bio-Net 数据集的引入以及人工智能驱动的检测和计数为生物医学研究提供了巨大的潜力,有助于分析和理解生物数据。
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引用次数: 0
Unmasking the morphological alteration of erythrocytes among women suffering from PCOS 揭示多囊卵巢综合征妇女红细胞的形态改变
IF 2.3 4区 医学 Q3 HEMATOLOGY Pub Date : 2024-01-03 DOI: 10.1016/j.bcmd.2023.102821
Sutithi Dey , Ipsita Chakraborty , Payel Biswas , Ayantika Paul , Pratip Chakraborty , Rajen Haldar

Dyslipidemia is frequently observed in polycystic ovarian syndrome (PCOS). Changes in plasma lipid levels potentially alter erythrocyte membrane lipid composition due to lack of inbuilt lipid synthesis machinery. Therefore, development of morphologically altered erythrocytes in PCOS patients with dyslipidemia is expected. However, this has not been established so far. So, we took this opportunity to explore the morphological alterations among dyslipidemic PCO women. We recruited thirty-five dyslipidemic PCOS women (satisfying Rotterdam criteria, without medication) and twenty-five age-matched healthy controls. Scanning electron microscopy revealed a significant increase in the number of stomatocytes, acanthocytes, and echinocytes in the PCO group. PCO group showed a considerable decrease in plasma antioxidant levels. Elevated lipid peroxidation, protein carbonylation, and decreased free thiol group in erythrocyte membrane in PCOS suggest oxidative degradation of the erythrocyte membrane. Elevated intracellular ROS levels, increased methemoglobin formation, and a decrease in NADPH methemoglobin reductase in PCOS also indicate altered physicochemical property of hemoglobin due to oxidative overload. Additionally, these patients exhibit a rise in erythrocyte membrane cholesterol and triglyceride, which promotes the membrane to become less fluidic and less fragile. Thus, these results corroborate a potential role in altering erythrocyte morphology among dyslipidemic PCO women.

多囊卵巢综合症(PCOS)中经常出现血脂异常。由于缺乏内在的脂质合成机制,血浆脂质水平的变化可能会改变红细胞膜的脂质组成。因此,患有血脂异常的多囊卵巢综合症患者的红细胞形态可能会发生改变。然而,这一点至今尚未得到证实。因此,我们借此机会探讨了血脂异常 PCO 女性的形态学改变。我们招募了 35 名血脂异常的 PCOS 女性(符合鹿特丹标准,未服用药物)和 25 名年龄匹配的健康对照者。扫描电子显微镜显示,PCO 组的气孔细胞、棘细胞和棘细胞数量显著增加。PCO 组的血浆抗氧化剂水平明显下降。PCOS 组红细胞膜脂质过氧化、蛋白质羰基化和游离硫醇基团减少,表明红细胞膜发生氧化降解。多囊卵巢综合征患者细胞内 ROS 水平升高、高铁血红蛋白形成增加、NADPH高铁血红蛋白还原酶减少,也表明由于氧化超负荷,血红蛋白的理化性质发生了改变。此外,这些患者的红细胞膜胆固醇和甘油三酯也会升高,从而导致红细胞膜流动性降低,变得更加脆弱。因此,这些结果证实了血脂异常的多囊卵巢综合症女性在改变红细胞形态方面的潜在作用。
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引用次数: 0
Impact of CD34 positive cell dose in donor graft on the outcomes after haploidentical peripheral blood stem cell transplantation with post-transplant cyclophosphamide – A retrospective single-center study with a Japanese cohort 供体移植物中 CD34 阳性细胞剂量对移植后环磷酰胺单倍体外周血干细胞移植结果的影响--一项以日本人为队列的单中心回顾性研究
IF 2.3 4区 医学 Q3 HEMATOLOGY Pub Date : 2023-12-30 DOI: 10.1016/j.bcmd.2023.102820
Yumiko Maruyama , Hidekazu Nishikii , Naoki Kurita , Tatsuhiro Sakamoto , Keiichiro Hattori , Yasuhito Suehara , Yasuhisa Yokoyama , Takayasu Kato , Naoshi Obara , Mamiko Sakata-Yanagimoto , Shigeru Chiba

Background

Haploidentical peripheral blood stem cell transplantation (haplo-PBSCT) with post-transplant cyclophosphamide (PTCy) is an important therapeutic option for patients lacking an HLA-matched donor. However, the significance of CD34+ cell dose in grafts has not been fully elucidated.

Objective

We aimed to explore the impact of CD34+ cell dose on outcomes after haplo-PBSCT with PTCy.

Study Design

We retrospectively investigated 111 consecutive patients who underwent haplo-PBSCT with PTCy or HLA-matched PBSCT from related donors.

Results

There were no statistically significant differences in 3-year overall survival (p = 0.559) or progression-free survival (p = 0.974) between haplo-PBSCT and matched PBSCT. Delayed neutrophil engraftment and a lower incidence of graft-versus-host disease were observed in haplo-PBSCT. The median dose of CD34+ cells was 4.9 × 106 /kg in 57 haplo-PBSCT and 4.5 × 106 /kg in 54 matched PBSCTs. Importantly, patients who underwent haplo-PBSCT with the administration of CD34+ cell at a dose of ≥4.0 × 106 /kg significantly had improved OS (p = 0.015) and decreased incidence of disease relapse (p = 0.001) without increasing incidence of GVHD.

Conclusion

Our data suggest that a higher dose of CD34+ cells in haplo-PBSCT with PTCy positively impacts the outcomes without an increase of GVHD.

背景单倍体外周血干细胞移植(haploidentical peripheral stem cell transplantation,haplo-PBSCT)与移植后环磷酰胺(post-transplant cyclophosphamide,PTCy)是缺乏HLA匹配供体患者的重要治疗选择。目的我们旨在探讨 CD34+ 细胞剂量对单倍体-PBSCT 和 PTCy 移植后预后的影响。研究设计我们回顾性研究了111例连续接受PTCy单倍体-PBSCT或HLA匹配的相关供者PBSCT的患者。结果单倍体-PBSCT与匹配的PBSCT在3年总生存期(p = 0.559)或无进展生存期(p = 0.974)方面无统计学差异。在单倍体骨髓造血干细胞移植中观察到中性粒细胞移植延迟和移植物抗宿主病的发生率较低。在57例单倍体-PBSCT和54例匹配的PBSCT中,CD34+细胞的中位剂量分别为4.9 × 106 /kg和4.5 × 106 /kg。重要的是,接受单倍体-PBSCT且CD34+细胞剂量≥4.0 × 106 /kg的患者的OS明显改善(p = 0.015),疾病复发率降低(p = 0.001),但GVHD发生率并未增加。
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引用次数: 0
Measurement of red cell, plasma and blood volume: Essential components of diagnostic and research studies of oxygen transport 测量红细胞、血浆和血容量:氧气运输诊断和研究的重要组成部分
IF 2.3 4区 医学 Q3 HEMATOLOGY Pub Date : 2023-12-07 DOI: 10.1016/j.bcmd.2023.102819
Marshall A. Lichtman , Josef T. Prchal
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引用次数: 0
Clonal hematopoiesis and acquired genetic abnormalities of the red cell: An historical review 克隆造血和获得性红细胞遗传异常:历史回顾。
IF 2.3 4区 医学 Q3 HEMATOLOGY Pub Date : 2023-11-05 DOI: 10.1016/j.bcmd.2023.102801
Marshall A. Lichtman

Several syndromes affecting the red cell that mimic those induced by germline mutations may result from a somatic mutation that accompanies a myeloid malignancy. These syndromes are most notable in cases of myelodysplastic syndrome, but they are not limited to any one category of myeloid neoplasm. Their occurrence in males exceed the male predominance that is evident in myeloid neoplasms. The syndromes include disorders of globin chain synthesis (α- and β-thalassemia), heme synthesis (erythropoietic porphyria and erythropoietic uroporphyria), red cell membrane structure (elliptocytosis and spherocytosis), red cell enzyme activity (pyruvate kinase deficiency, glucose-6-phosphate dehydrogenase deficiency) and lowered expression of red cell ABO blood group antigens. This historical review describes the path to uncovering these acquired syndromes and their causal somatic mutations, where known. These syndromes often go unrecognized because of the dominant concern of the primary neoplasm. They may add to the healthcare needs of the patient.

几种影响红细胞的综合征,类似于种系突变引起的综合征,可能是由伴随髓系恶性肿瘤的体细胞突变引起的。这些综合征在骨髓增生异常综合征的病例中最为显著,但它们并不局限于任何一类骨髓性肿瘤。它们在男性中的发生率超过男性的优势,这在髓系肿瘤中是明显的。这些综合征包括珠蛋白链合成障碍(α-和β-地中海贫血)、血红素合成障碍(红细胞卟啉症和红细胞卟啉症)、红细胞膜结构障碍(椭圆形细胞增多症和球形细胞增多症)、红细胞酶活性障碍(丙酮酸激酶缺乏症、葡萄糖-6-磷酸脱氢酶缺乏症)和红细胞ABO血型抗原表达降低。这一历史回顾描述了发现这些获得性综合征及其已知的因果体细胞突变的途径。由于对原发肿瘤的主要关注,这些综合征往往无法被识别。它们可能会增加患者的医疗保健需求。
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引用次数: 0
Calcium flux alterations in erythrocytes from sickle cell mice: The relevance of mean corpuscular volume 镰状细胞小鼠红细胞钙通量的改变:与平均红细胞体积的相关性。
IF 2.3 4区 医学 Q3 HEMATOLOGY Pub Date : 2023-11-02 DOI: 10.1016/j.bcmd.2023.102800
Luis E.F. Almeida, Meghann L. Smith, Sayuri Kamimura, Sebastian Vogel, Zenaide M.N. Quezado

Red blood cells (RBC) from patients with sickle cell disease (SCD) have elevated calcium levels at baseline, which are further elevated upon deoxygenation. Here we examined baseline calcium levels and calcium flux in RBCs from a mouse model of SCD mice. We found that akin to humans with SCD, sickle (HbSS) Townes mice, have higher baseline levels and increased calcium flux in RBCs compared to control (HbAA) animals. As HbSS mice, unlike humans with SCD, have high mean corpuscular volume compared with HbAA, we highlight the importance of adjusting biochemical results to number of RBCs rather than hematocrit during the analysis and interpretation of the results. Our findings add to the face validity of humanized sickle cell mice and support its use for studies of RBC calcium flux in SCD.

镰状细胞病(SCD)患者的红细胞(RBC)在基线时钙水平升高,在脱氧后进一步升高。在这里,我们检测了SCD小鼠模型中红细胞的基线钙水平和钙通量。我们发现,与患有SCD的人类相似,镰状(HbSS) Townes小鼠与对照(HbAA)动物相比,红细胞的基线水平更高,钙通量增加。与SCD患者不同,与HbAA相比,HbSS小鼠具有较高的平均红细胞体积,因此在分析和解释结果时,我们强调了将生化结果调整为红细胞数量而不是红细胞压积的重要性。我们的发现增加了人源化镰状细胞小鼠的有效性,并支持其用于SCD中红细胞钙通量的研究。
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引用次数: 0
Antineoplastic effects of pharmacological inhibitors of aurora kinases in CSF3RT618I-driven cells 极光激酶药物抑制剂在CSF3RT618I驱动的细胞中的抗肿瘤作用
IF 2.3 4区 医学 Q3 HEMATOLOGY Pub Date : 2023-10-09 DOI: 10.1016/j.bcmd.2023.102799
Natália Sudan Parducci , Anali Del Milagro Bernabe Garnique , Keli Lima , Jorge Antonio Elias Godoy Carlos , Natasha Peixoto Fonseca , Lívia Bassani Lins de Miranda , Bruna Oliveira de Almeida , Eduardo Magalhães Rego , Fabiola Traina , João Agostinho Machado-Neto

Myeloproliferative neoplasms (MPN) are consolidated as a relevant group of diseases derived from the malfunction of the hematopoiesis process and have as a particular attribute the increased proliferation of myeloid lineage. Among these, chronic neutrophilic leukemia (CNL) is distinguished, caused by the T618I mutation of the CSF3R gene, a trait that generates ligand-independent receptor activation and downstream JAK2/STAT signaling. Previous studies reported that mutations in BCR::ABL1 and JAK2V617F increased the expression of the aurora kinase A (AURKA) and B (AURKB) in Ba/F3 cells and their pharmacological inhibition displays antineoplastic effects in human BCR::ABL1 and JAK2V617F positive cells. Delimiting the current scenario, aspects related to the AURKA and AURKB as a potential target in CSF3RT618I-driven models is little known. In the present study, the cellular and molecular effects of pharmacological inhibitors of aurora kinases, such as aurora A inhibitor I, AZD1152-HQPA, and reversine, were evaluated in Ba/F3 expressing the CSF3RT618I mutation. AZD1152-HQPA and reversine demonstrated antineoplastic potential, causing a decrease in cell viability, clonogenicity, and proliferative capacity. At molecular levels, all inhibitors reduced histone H3 phosphorylation, aurora A inhibitor I and reversine reduced STAT5 phosphorylation, and AZD1152-HQPA and reversine induced PARP1 cleavage and γH2AX expression. Reversine more efficiently modulated genes associated with cell cycle and apoptosis compared to other drugs. In summary, our findings shed new insights into the use of AURKB inhibitors in the context of CNL.

骨髓增生性肿瘤(MPN)被合并为一组由造血过程功能障碍引起的相关疾病,并具有骨髓谱系增殖增加的特殊属性。其中,慢性中性粒细胞白血病(CNL)是由CSF3R基因的T618I突变引起的,这是一种产生配体非依赖性受体激活和下游JAK2/STAT信号的特性。先前的研究报道,BCR::ABL1和JAK2V617F的突变增加了Ba/F3细胞中极光激酶A(AURKA)和B(AURKB)的表达,并且它们的药理学抑制在人BCR:;ABL1和JAK2V617F阳性细胞中显示出抗肿瘤作用。界定当前场景,与作为CSF3RT618I驱动模型中潜在目标的AURKA和AURKB相关的方面鲜为人知。在本研究中,在表达CSF3RT618I突变的Ba/F3中评估了极光激酶的药理学抑制剂,如极光A抑制剂I、AZD1152-HQPA和可逆碱的细胞和分子效应。AZD1152-HQPA和可逆素显示出抗肿瘤潜力,导致细胞活力、克隆原性和增殖能力降低。在分子水平上,所有抑制剂都降低了组蛋白H3磷酸化,aurora A抑制剂I和可逆碱降低了STAT5磷酸化,AZD1152-HQPA和可逆碱诱导了PARP1切割和γH2AX表达。与其他药物相比,Reversine更有效地调节与细胞周期和凋亡相关的基因。总之,我们的发现为AURKB抑制剂在CNL中的应用提供了新的见解。
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引用次数: 0
The role of PKC in X-ray-induced megakaryocyte apoptosis and thrombocytopenia PKC在X射线诱导的巨核细胞凋亡和血小板减少中的作用。
IF 2.3 4区 医学 Q3 HEMATOLOGY Pub Date : 2023-10-04 DOI: 10.1016/j.bcmd.2023.102798
Fanbi Meng , Shuang Chen , Chunliang Liu , Muhammad Shoaib Khan, Yan Yan, Jun Wan, Yue Xia, Chenglin Sun, Mengnan Yang, Renping Hu, Kesheng Dai

Thrombocytopenia is a critical complication after radiation therapy and exposure. Dysfunction of megakaryocyte development and platelet production are key pathophysiological stages in ionizing radiation (IR)-induced thrombocytopenia. Protein kinase C (PKC) plays an important role in regulating megakaryocyte development and platelet production. However, it remains unclear how PKC regulates IR-induced megakaryocyte apoptosis. In this study, we found that pretreatment of PKC pan-inhibitor Go6983 delayed IR-induced megakaryocyte apoptosis, and inhibited IR-induced mitochondrial membrane potential and ROS production in CMK cells. Moreover, suppressing PKC activation inhibited cleaved caspase3 expression and reduced p38 phosphorylation levels, and IR-induced PKC activation might be regulated by p53. In vivo experiments confirmed that Go6983 promoted platelet count recovery after 21 days of 3 Gy total body irradiation. Furthermore, Go6983 reduced megakaryocyte apoptosis, increased the number of megakaryocyte and polyploid formation in bone marrow, and improved the survival rate of 6 Gy total body irradiation. In conclusion, our results provided a potential therapeutic target for IR-induced thrombocytopenia.

血小板减少症是放射治疗和暴露后的一个重要并发症。巨核细胞发育和血小板生成的功能障碍是电离辐射(IR)诱导的血小板减少症的关键病理生理阶段。蛋白激酶C(PKC)在调节巨核细胞发育和血小板生成中起着重要作用。然而,目前尚不清楚PKC如何调节IR诱导的巨核细胞凋亡。在本研究中,我们发现PKC泛抑制剂Go6983预处理延迟了IR诱导的巨核细胞凋亡,并抑制了IR诱导CMK细胞线粒体膜电位和ROS的产生。此外,抑制PKC活化可抑制裂解的caspase3表达并降低p38磷酸化水平,IR诱导的PKC活化可能受p53的调节。体内实验证实,在3 Gy全身照射21天后,Go6983促进了血小板计数的恢复。此外,Go6983减少了巨核细胞的凋亡,增加了骨髓中巨核细胞和多倍体的形成,并提高了6Gy全身照射的存活率。总之,我们的研究结果为IR诱导的血小板减少症提供了一个潜在的治疗靶点。
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引用次数: 0
First report of a patient with homozygous hemoglobin Ernz: Evidence to support a non-pathogenic variant 一例纯合血红蛋白Ernz患者的首次报告:支持非致病性变体的证据。
IF 2.3 4区 医学 Q3 HEMATOLOGY Pub Date : 2023-09-29 DOI: 10.1016/j.bcmd.2023.102797
Zohreh Shojaei , Maryam Abiri , Fatemeh Zafarghandi Motlagh , Masoume Amini , Samira Dabbagh Bagheri , Sadaf Asnavandi , Sedighe Asadi , Hamideh Bagherian , Sirous Zeinali

Hemoglobin Ernz (Hb Ernz) is a missense variant in β-globin caused by a Threonine to Asparagine substitution at the 123rd amino acid position and HBB c.371C > A in gene level. Hb Ernz has been classified as Uncertain Significance (VUS) by ACMG due to limited reports and the absence of any homozygote genotypes. In our study, we found eight cases of Hb Ernz by DNA sequencing of the β-globin gene during >20 years of Thalassemia Screening in individuals with borderline hematological parameters who were possible carriers of thalassemia or their spouses. We also report the first homozygote variant of Hb Ernz. Our findings suggest that the changes in hematological parameters observed in individuals with Hb Ernz are likely due to α-globin gene mutations rather than Hb Ernz itself. These findings support the reclassification of Hb Ernz as a benign variant in variant classification.

血红蛋白Ernz(Hb-Ernz)是β-珠蛋白的一种错义变体,由第123个氨基酸位置的苏氨酸到天冬氨酸的取代和基因水平的HBB c.371C>a引起。Hb-Ernz已被ACMG归类为不确定显著性(VUS),因为报道有限且缺乏任何纯合基因型。在我们的研究中,我们通过对β-珠蛋白基因的DNA测序,在20年以上的地中海贫血筛查中,在可能是地中海贫血携带者的具有临界血液学参数的个体或其配偶中发现了8例Hb-Ernz。我们还报道了Hb-Ernz的第一个纯合变体。我们的研究结果表明,在Hb-Ernz患者中观察到的血液学参数变化可能是由于α-珠蛋白基因突变,而不是Hb-Ernz本身。这些发现支持在变体分类中将Hb-Ernz重新分类为良性变体。
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引用次数: 0
Targeting of Calbindin 1 rescues erythropoiesis in a human model of Diamond Blackfan anemia 靶向Calbindin 1可恢复人类钻石黑扇贫血模型中的红细胞功能
IF 2.3 4区 医学 Q3 HEMATOLOGY Pub Date : 2023-09-01 DOI: 10.1016/j.bcmd.2023.102759
Nan Wang , Corinne LaVasseur , Rao Riaz , Julien Papoin , Lionel Blanc , Anupama Narla

Diamond Blackfan anemia (DBA) is an inherited bone marrow failure syndrome characterized by congenital anomalies, cancer predisposition and a severe hypo-proliferative anemia. It was the first disease linked to ribosomal dysfunction and >70 % of patients have been identified to have a haploinsufficiency of a ribosomal protein (RP) gene, with RPS19 being the most common mutation. There is significant variability within the disease in terms of phenotype as well as response to therapy suggesting that other genes contribute to the pathophysiology and potential management of this disease. To explore these questions, we performed a genome-wide CRISPR screen in a cellular model of DBA and identified Calbindin 1 (CALB1), a member of the calcium-binding superfamily, as a potential modifier of the disordered erythropoiesis in DBA. We used human derived CD34+ cells cultured in erythroid stimulating media with knockdown of RPS19 as a model for DBA to study the effects of CALB1. We found that knockdown of CALB1 in this DBA model promoted erythroid maturation. We also noted effects of CALB1 knockdown on cell cycle. Taken together, our results reveal CALB1 is a novel regulator of human erythropoiesis and has implications for using CALB1 as a novel therapeutic target in DBA.

Diamond Blackfan贫血(DBA)是一种遗传性骨髓衰竭综合征,其特征是先天性异常、癌症易感性和严重的低增殖性贫血。它是第一种与核糖体功能障碍相关的疾病,并且>;70%的患者已被鉴定为核糖体蛋白(RP)基因单倍缺失,其中RPS19是最常见的突变。在表型和对治疗的反应方面,该疾病存在显著的变异性,这表明其他基因有助于该疾病的病理生理学和潜在的管理。为了探索这些问题,我们在DBA的细胞模型中进行了全基因组CRISPR筛选,并确定钙结合超家族成员钙结合蛋白1(CALB1)是DBA红细胞生成紊乱的潜在调节剂。我们使用在具有RPS19敲除的红系刺激培养基中培养的人来源的CD34+细胞作为DBA的模型来研究CALB1的作用。我们发现在这个DBA模型中敲低CALB1促进了红系成熟。我们还注意到CALB1敲低对细胞周期的影响。总之,我们的研究结果表明,CALB1是一种新的人类红细胞生成调节因子,并对使用CALB1作为DBA的新治疗靶点具有启示意义。
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引用次数: 1
期刊
Blood Cells Molecules and Diseases
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