Abstract:
:A targeted and timely offered treatment can be a benefitting tool for patients with acute promyelocytic leukemia (APML). Current round of study made use of potential morphological and immature fraction-related parameters (cell population data) generated during complete blood cell count (CBC), through artificial neural network (ANN) predictive modeling for early flagging of APML cases. We collected classical CBC items along with cell population data (CPD) from hematology analyzer at diagnosis of 1067 study subjects with hematological neoplasms. For morphological assessment, peripheral blood films were examined. Statistical and machine learning tools including principal component analysis (PCA) helped in the evaluation of predictive capacity of routine and CPD items. Then selected CBC item-driven ANN predictive modeling was developed to smartly use the hidden trend by increasing the auguring accuracy of these parameters in differentiation of APML cases. We found a characteristic triad based on lower (53.73) platelet count (PLT) with decreased/normal (4.72) immature fraction of platelet (IPF) with addition of significantly higher value (65.5) of DNA/RNA content-related neutrophil (NE-SFL) parameter in patients with APML against other hematological neoplasm's groups. On PCA, APML showed exceptionally significant variance for PLT, IPF, and NE-SFL. Through training of ANN predictive modeling, our selected CBC items successfully classify the APML group from non-APML groups at highly significant (0.894) AUC value with lower (2.3 percent) false prediction rate. Practical results of using our ANN model were found acceptable with value of 95.7% and 97.7% for training and testing data sets, respectively. We proposed that PLT, IPF, and NE-SFL could potentially be used for early flagging of APML cases in the hematology-oncology unit. CBC item-driven ANN modeling is a novel approach that substantially strengthen the predictive potential of CBC items, allowing the clinicians to be confident by the typical trend raised by these studied parameters.
journal_name
Transl Oncoljournal_title
Translational oncologyauthors
Haider RZ,Ujjan IU,Shamsi TSdoi
10.1016/j.tranon.2019.09.009subject
Has Abstractpub_date
2020-01-01 00:00:00pages
11-16issue
1issn
1936-5233pii
S1936-5233(19)30397-3journal_volume
13pub_type
杂志文章abstract::In HNSCC, protein- and mRNA-expression of the antileukoproteinase SLPI are significantly inverse correlated with HPV-infection suggesting that elevated expression of SLPI protects against HPV-infections. Moreover, SLPI-expression is up-regulated in HNSCC-patients reporting a smoking habit. Here, we investigate the des...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2018.09.004
更新日期:2019-01-01 00:00:00
abstract::Several data support a central role for angiogenesis in breast cancer growth and metastasis. Observational studies have demonstrated that microvascular density (MVD) is a prognostic factor in invasive breast cancer, whereas others reached the opposite conclusion. Vascular endothelial growth factor is the most importan...
journal_title:Translational oncology
pub_type: 杂志文章,评审
doi:10.1016/j.tranon.2016.07.002
更新日期:2016-10-01 00:00:00
abstract::Metastatic disease still lacks effective treatments, and remains the primary cause of cancer mortality. Therefore, there is a critical need to develop better strategies to inhibit metastatic cancer. The Rho family GTPase Rac is an ideal target for anti-metastatic cancer therapy, because Rac is a key molecular switch t...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2014.07.004
更新日期:2014-10-24 00:00:00
abstract::Bone is one of the most frequent metastatic sites in non-small cell lung cancer (NSCLC). Osimertinib, with and without bevacizumab (BV), has been investigated on advanced NSCLC patients. However, the efficacy of those drugs on bone metastasis of NSCLC has not been investigated. The human NSCLC cell line H1975, express...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2020.100826
更新日期:2020-10-01 00:00:00
abstract:AIM:The Bruton's tyrosine kinase (BTK) inhibitor Ibrutinib (PCI-32765) is effective in patients with multiple myeloma, non-Hodgkin lymphoma and chronic lymphoblastic leukemia. We previously showed that primary cells of children with TCF3-PBX1 positive B-cell precursor acute lymphoblastic leukemia (BCP-ALL) express BTK ...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2020.100817
更新日期:2020-10-01 00:00:00
abstract::The presence of circulating tumor cells (CTCs) in the blood of cancer patients may guide the use of therapy. We investigated how to evaluate a reduction in the number of CTCs after administration of therapy. CTCs were enumerated with the CellSearch system in 111 metastatic breast and 185 metastatic prostate cancer pat...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1593/tlo.12247
更新日期:2012-12-01 00:00:00
abstract:OBJECT:Preoperative knowledge of meningioma grade is essential for planning treatment and surgery. The purpose of this study was to investigate the diagnostic value of MRI texture and shape analysis in grading meningiomas. METHODS:A surgical database was reviewed to identify meningioma patients who had undergone tumor...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2017.04.006
更新日期:2017-08-01 00:00:00
abstract::Insulin-like growth factor 1 receptor (IGF-1R) is a transmembrane receptor tyrosine kinase involved in the development and progression of cancer whose activation strongly promotes cell growth and survival. IGF-1R exerts its main actions through the activation of the mitogen-activated protein kinase and phosphoinositid...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1593/tlo.11265
更新日期:2012-02-01 00:00:00
abstract::Head and neck squamous cell carcinoma (HNSCC) accounts for a bulk of the oral and laryngeal cancers, the majority (70%) of which are associated with smoking and excessive drinking, major known risk factors for the development of HNSCC. In contrast to reports that suggest an inverse relationship between smoking and glo...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1593/tlo.12232
更新日期:2012-10-01 00:00:00
abstract::The mechanism of action of arsenic trioxide (ATO) has been shown to be complex, influencing numerous signal transduction pathways and resulting in a vast range of cellular effects. Among these mechanisms of action, ATO has been shown to cause acute vascular shutdown and massive tumor necrosis in a murine solid tumor m...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1593/tlo.12322
更新日期:2013-02-01 00:00:00
abstract::Ovarian cancer remains the most frequently lethal of the gynecologic cancers owing to the late detection of this disease. Here, by using human specimens and three mouse models of ovarian cancer, we tested the feasibility of nonlinear imaging approaches, the multiphoton microscopy (MPM) and second harmonic generation (...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1593/tlo.09310
更新日期:2010-06-01 00:00:00
abstract:OBJECTIVES:This study evaluates the repeatability of brain perfusion using dynamic susceptibility contrast magnetic resonance imaging (DSC-MRI) with a variety of post-processing methods. METHODS:Thirty-two patients with newly diagnosed glioblastoma were recruited. On a 3-T MRI using a dual-echo, gradient-echo spin-ech...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2015.03.002
更新日期:2015-06-01 00:00:00
abstract:BACKGROUND:Regional lymph node (LN) metastasis is a strong and well-established prognostic factor in colon cancer, and recent data suggest a prognostic value of detecting micrometastases and isolated tumor cells in regional LNs. The aim of the study was to investigate the clinical relevance of detecting sentinel lymph ...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2018.01.015
更新日期:2018-04-01 00:00:00
abstract::We have examined whether epigallocatechin-3-gallate (EGCG), and extract of green tea, in combination with taxane (i.e., paclitaxel and docetaxel), exerts a synergistic activity in blocking human prostate PC-3ML tumor cell growth in vitro and in vivo. Growth assays in vitro revealed that the IC(50) values were ∼30 µM, ...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1593/tlo.10286
更新日期:2011-06-01 00:00:00
abstract:OBJECTIVE:To develop a new nomogram tool for predicting survival in middle-aged and elderly patients with rectal adenocarcinoma. METHODS:A total of 6,116 patients were randomly assigned in a 7:3 ratio to training and validation cohorts. Univariate and multivariate Cox proportional hazards regression analyses were used...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2020.100938
更新日期:2021-01-01 00:00:00
abstract::The purpose of this study was to investigate the usefulness of photoacoustic imaging (PAI) for spatiotemporal mapping of tumor hemodynamics in a rabbit model of head and neck carcinoma. Shope cottontail rabbit papilloma virus associated VX2 carcinomas were established in adult male New Zealand White rabbits (n = 9) by...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2017.08.004
更新日期:2017-10-01 00:00:00
abstract::Intestinal commensal bacteria have recently been shown to trigger macrophages to produce diffusible clastogens (or chromosome-breaking factors) through a bystander effect (BSE) that mediates DNA damage and induces chromosomal instability in neighboring cells. Colon macrophages appear central to colon carcinogenesis an...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1593/tlo.13412
更新日期:2013-10-01 00:00:00
abstract:INTRODUCTION:Many genes are differentially expressed between androgen-dependent and androgen-independent prostate cancer (CaP). Differential expression analysis and subtractive hybridization previously identified nine genes expressed in intact mice bearing CWR22 tumors and castrated mice bearing recurrent CWR22 tumors ...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1593/tlo.08145
更新日期:2008-09-01 00:00:00
abstract::We have recently shown that centrosomal protein 57 (CEP57) is overexpressed in a subset of human prostate cancers. CEP57 is involved in intracellular transport processes, and its overexpression causes mitotic defects as well as abnormal microtubule nucleation and bundling. In the present study, we further characterize...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2015.11.004
更新日期:2015-12-01 00:00:00
abstract:BACKGROUND:In search of novel biomarkers of response to bevacizumab in metastatic colorectal cancer (mCRC), we analyzed the expression and prognostic role of several proteins related to angiogenesis. METHODS:A retrospective, multicenter study on 80 surgical samples from mCRC patients treated in first line with bevaciz...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2020.01.001
更新日期:2020-03-01 00:00:00
abstract::Accumulating evidence indicates that CDK2 promotes hyperproliferation and is associated to poor prognosis in multiple cancer cells. However, the physiological role of CDK2 in GBM and the biological mechanism still remains unclear. In this study, we identified that CDK2 expression was significantly enriched in GBM tumo...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2016.08.007
更新日期:2016-12-01 00:00:00
abstract::Dysregulation of chromobox proteins contributes to the progression of human diseases. CBX1 has been implicated in epigenetic control of chromatin structure and gene expression, but its role in human cancers remains largely unknown. Here we show that CBX1 exhibits oncogenic activities in hepatocellular carcinoma (HCC) ...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2018.07.002
更新日期:2018-10-01 00:00:00
abstract:BACKGROUND AND STUDY AIM:To develop a molecular imaging endoscopic system that eliminates tissue autofluorescence and distinguishes multiple fluorescent markers specifically on the cancerous lesions. METHODS:Newly developed multi-spectral fluorescence endoscope device has the potential to eliminate signal interference...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2018.10.006
更新日期:2019-02-01 00:00:00
abstract::MicroRNAs are endogenous posttranscriptional modulators that negatively control the expression of their target genes and play an important role in the development and progression of many malignancies, including colorectal carcinoma. In particular, expression of microRNA-21 (miR-21) is greatly increased in chemotherapy...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1593/tlo.12397
更新日期:2013-04-01 00:00:00
abstract::Epidermal growth factor receptor (EGFR) exon 19 deletion (E19del) is the most common activating mutation in advanced non-small cell lung cancer (NSCLC) and associates with the sensitivity of EGFR tyrosine kinase inhibitors (TKIs) treatment. However, not all mutant patterns of E19del have been well studied for the limi...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2020.100791
更新日期:2020-09-01 00:00:00
abstract::Prostate cancer (PCa) is the most frequently diagnosed cancer and the second leading cause of cancer death among men in Western countries. Current screening techniques are based on the measurement of serum prostate specific antigen (PSA) levels and digital rectal examination. A decisive diagnosis of PCa is based on pr...
journal_title:Translational oncology
pub_type: 杂志文章,评审
doi:10.1016/j.tranon.2016.05.004
更新日期:2016-08-01 00:00:00
abstract::Absent in melanoma 2 (AIM2) as an immune regulator for the regulation of tumor-associated macrophages (TAMs) function is unclear in tumor development. Here, the AIM2 function was investigated in TAMs-mediated malignant behaviors of renal carcinoma. The correlation analysis result showed that the AIM2 expression in TAM...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2021.101018
更新日期:2021-01-22 00:00:00
abstract::Prostate cancer (CaP) is the most commonly diagnosed and the second leading cause of death from cancer in males in USA. Prostate orthotopic mouse model has been widely used to study human CaP in preclinical settings. Measurement of changes in tumor size obtained from noninvasive diagnostic images is a standard method ...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2015.11.011
更新日期:2016-02-01 00:00:00
abstract:BACKGROUND:Advanced sarcoma is a group of heterogeneous disease with poor prognosis and poor efficacy of medical treatment. They represent a promising group of tumors to assess molecular-based therapy (MBT) strategy. PATIENTS AND METHODS:Genomic profiles of patients with advanced sarcoma included in the ProfiLER progr...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2020.100870
更新日期:2020-12-01 00:00:00
abstract::We investigated programmed cell death 1 (PD-1) / programmed cell death ligand 1 (PD-L1) expression in high grade serous ovarian cancer (HGSOC) and its relationship to tumor infiltrating lymphocytes (TIL) and prognosis. Formalin fixed paraffin embedded (FFPE) samples of 94 HGSOC cases were included in the study. Immuno...
journal_title:Translational oncology
pub_type: 杂志文章
doi:10.1016/j.tranon.2020.100994
更新日期:2021-02-01 00:00:00