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  • Open Access

    ARTICLE

    Diagnosis of Leukemia Disease Based on Enhanced Virtual Neural Network

    K. Muthumayil1, S. Manikandan2, S. Srinivasan3, José Escorcia-Gutierrez4,*, Margarita Gamarra5, Romany F. Mansour6

    CMC-Computers, Materials & Continua, Vol.69, No.2, pp. 2031-2044, 2021, DOI:10.32604/cmc.2021.017116

    Abstract White Blood Cell (WBC) cancer or leukemia is one of the serious cancers that threaten the existence of human beings. In spite of its prevalence and serious consequences, it is mostly diagnosed through manual practices. The risks of inappropriate, sub-standard and wrong or biased diagnosis are high in manual methods. So, there is a need exists for automatic diagnosis and classification method that can replace the manual process. Leukemia is mainly classified into acute and chronic types. The current research work proposed a computer-based application to classify the disease. In the feature extraction stage, we use excellent physical properties to… More >

  • Open Access

    ARTICLE

    3D Semantic Deep Learning Networks for Leukemia Detection

    Javaria Amin1, Muhammad Sharif2, Muhammad Almas Anjum3, Ayesha Siddiqa1, Seifedine Kadry4, Yunyoung Nam5,*, Mudassar Raza2

    CMC-Computers, Materials & Continua, Vol.69, No.1, pp. 785-799, 2021, DOI:10.32604/cmc.2021.015249

    Abstract White blood cells (WBCs) are a vital part of the immune system that protect the body from different types of bacteria and viruses. Abnormal cell growth destroys the body’s immune system, and computerized methods play a vital role in detecting abnormalities at the initial stage. In this research, a deep learning technique is proposed for the detection of leukemia. The proposed methodology consists of three phases. Phase I uses an open neural network exchange (ONNX) and YOLOv2 to localize WBCs. The localized images are passed to Phase II, in which 3D-segmentation is performed using deeplabv3 as a base network of… More >

  • Open Access

    ARTICLE

    Elevated nuclear phospho-eIF4E body levels are associated with tumor progression and poor prognosis for acute myeloid leukemia

    HONG ZHOU1,*, XIAOFENG JIA1,2, FAN YANG1

    BIOCELL, Vol.45, No.3, pp. 711-722, 2021, DOI:10.32604/biocell.2021.014193

    Abstract Uncontrolled proliferation is a hallmark of cancer cells, yet the molecular mechanisms that contribute to this proliferation are unclear. Therapeutic treatment of cancer is suboptimal in many cases, with no accurate index by which to evaluate the success of treatment or patient prognosis. In this study, we explored the protein levels of nuclear phosphoeIF4E in acute myeloid leukemia (AML) cell lines and primary leukemia samples by Western blot and immunofluorescence and as well analyzed transcriptomes by RNA-seq. We found nuclear phospho-eIF4E, an exporter of oncogenic mRNAs, to be abundant in AML. Further, nuclear phospho-eIF4E abundance was significantly associated with tumor… More >

  • Open Access

    ARTICLE

    The effects of legumain in THP1 leukemia cells

    DONGYUE ZHANG, LINA WANG, HAO WANG, XIAOQIAN LV, QIAN REN, GUOGUANG ZHENG*

    BIOCELL, Vol.45, No.1, pp. 149-156, 2021, DOI:10.32604/biocell.2021.010334

    Abstract Legumain is a C13 family cysteine protease. It plays diverse roles under both physiological and pathological conditions. The high-level expression of legumain is detected in solid tumors. Legumain promotes the proliferation and migration of tumor cells. However, the effect of legumain in blood diseases has not been established. In this report, we studied the effect of legumain on leukemia cells by overexpressing it in THP1 cells. The results demonstrated that legumain promoted cell proliferation, whereas it had little effect on cell apoptosis. Furthermore, legumain promoted the migration of THP1 cells. It was worth noting that legumain decreased the stemness of… More >

  • Open Access

    ARTICLE

    Modeling Liver Cancer and Leukemia Data Using Arcsine-Gaussian Distribution

    Farouq Mohammad A. Alam1, Sharifah Alrajhi1, Mazen Nassar1,2, Ahmed Z. Afify3,*

    CMC-Computers, Materials & Continua, Vol.67, No.2, pp. 2185-2202, 2021, DOI:10.32604/cmc.2021.015089

    Abstract The main objective of this paper is to discuss a general family of distributions generated from the symmetrical arcsine distribution. The considered family includes various asymmetrical and symmetrical probability distributions as special cases. A particular case of a symmetrical probability distribution from this family is the Arcsine–Gaussian distribution. Key statistical properties of this distribution including quantile, mean residual life, order statistics and moments are derived. The Arcsine–Gaussian parameters are estimated using two classical estimation methods called moments and maximum likelihood methods. A simulation study which provides asymptotic distribution of all considered point estimators, 90% and 95% asymptotic confidence intervals are… More >

  • Open Access

    ARTICLE

    Anti-proliferative effects of a small molecule inhibitor of CDK AT7519 on chronic myeloid leukemia (CML) cells through halting the transition of cells from G2/M phase of the cell cycle

    MASOUMEH OGHABI1,2, AVA SAFAROGHLI-AZAR1,2, ATIEH POURBAGHERI-SIGAROODI1,2, MOHAMMAD SAYYADI3, MOHSEN HAMIDPOUR1, MOHAMMAD HOSSEIN MOHAMMADI1, DAVOOD BASHASH1,*

    BIOCELL, Vol.44, No.2, pp. 183-192, 2020, DOI:10.32604/biocell.2020.08880

    Abstract Pathogenesis of chronic myeloid leukemia (CML) has mostly been studied with regard to the oncogenic role of BCR/ABL fusion; however, recent disclosures have declared that the challenges with the treatment of CML patients would not be resolved until the role of other aberrancies is ignored. Given the involvement of cyclin-dependent kinases (CDKs) in the pathogenesis of CML, the present study aimed to investigate the effects of a multi-CDK inhibitor AT7519 on BCR/ABL-harboring CML-derived K562 cells. Our results showed that AT7519 effectively reduced the survival of K562 and induced its anti-proliferative effect through the induction of G2/M arrest due to elevated… More >

  • Open Access

    ARTICLE

    MicroRNA-145-3p suppresses the malignant behaviors of T-cell acute lymphoblastic leukemia Jurkat cells via inhibiting the NFkappaB signaling pathway

    Xin YANG*, Liqun LU, Li HUANG, Jing HE, Jie LV

    BIOCELL, Vol.44, No.1, pp. 101-110, 2020, DOI:10.32604/biocell.2020.08324

    Abstract T-cell acute lymphoblastic leukemia (T-ALL) is a hematological tumor caused by the malignant transformation of immature T-cell progenitor cells. Emerging studies have stated that microRNAs (miRNAs) may play key roles in T-ALL progression. This study aimed to investigate the roles of miR-145-3p in T-ALL cell proliferation, invasion, and apoptosis with the involvement of the nuclear factor-kappaB (NF-κB) signaling pathway. T-ALL Jurkat cells were harvested, and the expression of miR-145-3p and NF-κB-p65 was measured. Gain- and loss-of-functions of miR-145-3p and NF-κB-p65 were performed to identify their roles in the biological behaviors of Jurkat cells, including proliferation, apoptosis, and invasion. Consequently, the… More >

  • Open Access

    ARTICLE

    Brief Note: CD44 is involved in CXCL-12 induced acute myeloid leukemia HL-60 cell polarity

    LIPING ZHOU*, XIAOLIN GUO, JING BA, LIANSHUANG ZHA

    BIOCELL, Vol.34, No.2, pp. 91-94, 2010, DOI:10.32604/biocell.2010.34.091

    Abstract CXCL-12 and its receptor CXCR4 participate in breast cancer and melanoma cell metastasis to bone and lymphoid nodes. CD44, as a receptor for hyaluronic acid, is involved in lymphocyte recirculation, homing, adhesion and migration. But the role of CD44 in CXCL-12 induced leukemia cell migration still remains unclear. The present study showed that CXCL-12 stimulation induced the rapid internalization of CXCR4 and facilitated the formation of lamellipodia and uropod in acute leukemia cell line HL-60. CXCL12 also induced CD44 translocation into the uropod, while CD44 remained evenly distributed on the untreated cell membranes. Results suggest that CD44 participates in CXCL-12… More >

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