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1.
IEEE/ACM Trans Comput Biol Bioinform ; 20(5): 2959-2969, 2023.
Article in English | MEDLINE | ID: mdl-37402183

ABSTRACT

In medical genetics, each genetic variant is evaluated as an independent entity regarding its clinical importance. However, in most complex diseases, variant combinations in specific gene networks, rather than the presence of a particular single variant, predominates. In the case of complex diseases, disease status can be evaluated by considering the success level of a team of specific variants. We propose a high dimensional modelling based method to analyse all the variants in a gene network together, which we name "Computational Gene Network Analysis" (CoGNA). To evaluate our method, we selected two gene networks, mTOR and TGF- ß. For each pathway, we generated 400 control and 400 patient group samples. mTOR and TGF- ß pathways contain 31 and 93 genes of varying sizes, respectively. We produced Chaos Game Representation images for each gene sequence to obtain 2-D binary patterns. These patterns were arranged in succession, and a 3-D tensor structure was achieved for each gene network. Features for each data sample were acquired by exploiting Enhanced Multivariance Products Representation to 3-D data. Features were split as training and testing vectors. Training vectors were employed to train a Support Vector Machines classification model. We achieved more than 96% and 99% classification accuracies for mTOR and TGF- ß networks, respectively, using a limited amount of training samples.

2.
Afr Health Sci ; 22(3): 183-191, 2022 Sep.
Article in English | MEDLINE | ID: mdl-36910358

ABSTRACT

Background: Cytogenetic findings are important prognostic factors in acute myeloid leukemia. Large systematic data about chromosomal characteristics of Turkish AML patients have not been reported to date. Objectives: The karyotypic profiles of 157 adult AML patients were evaluated retrospectively and compared with other reports from different populations. Methods: Cytogenetics analyses were performed on bone marrow samples using G-banding. Patients were categorized according to their cytogenetic results into four groups with the addition of a normal karyotyped group to the favorable, intermediate and adverse groups of European Leukemia Network. Results: Cytogenetic analyses were carried out successfully in 138 patients (88%). Abnormal karyotypes were found in 79 (57.2%) patients of which 13 (9.4%) were in favorable, 37 (26.8%) in intermediate and 29 (21%) in adverse groups. t(8;21) (5%) was the most common favorable abnormality while monosomal karyotypes (15.9%) in adverse group. Conclusion: This single center study is the most comprehensive study about the cytogenetic profile of acute myeloid leukemia in Turkey with comparison of other population-based studies. While there were similarities and differences with different publications, our results did not show a marked tendency to the findings of any specific geographic region.


Subject(s)
Leukemia, Myeloid, Acute , Humans , Adult , Retrospective Studies , Turkey , Karyotyping , Cytogenetic Analysis , Prognosis , Chromosome Aberrations
3.
Neuromolecular Med ; 21(1): 54-59, 2019 03.
Article in English | MEDLINE | ID: mdl-30612247

ABSTRACT

Beta-propeller protein-associated neurodegeneration (BPAN) is an X-linked rare dominant disorder of autophagy. The role of WDR45 has been implicated in BPAN almost exclusively in females possibly due to male lethality. Characterization of distinctive clinical manifestations and potentially the complex genetic determinants in rare male patients remain crucial for deciphering BPAN and other X-linked dominant diseases. We performed whole exome sequencing (WES) followed by segregation analysis and identified a novel nonsense and mosaic variant in WDR45, namely NM_007075.3:c.873C>G; p.(Tyr291*) in an affected male at the age of 34. His biphasic medical history was compatible with BPAN, which was characterized by delayed psychomotor development, intellectual disability, and progression into dystonia parkinsonism in his twenties. The variant had an apparently mosaic pattern both in whole exome and Sanger sequencing findings. In order to figure out if mosaicism was restricted to this variant or related to a chromosomal level mosaicism, we used our in-house WES data from 129 unrelated individuals to calculate the threshold values of male and female X chromosome heterozygosity (XcHet) in WES data for our pipeline. A background level of heterozygous variants on X chromosome excluding the pseudoautosomal loci is an observed phenomenon in WES analysis and this level has been used as a quality measure. Herein, we suggest utilization of this measure for detection of digital anomalies of the X chromosome in males by potentially observing a higher XcHet value than the threshold value. This approach has revealed a variant level mosaicism in the affected male, which was further supported with cytogenetic analyses.


Subject(s)
Carrier Proteins/genetics , Chromosomes, Human, X/genetics , Codon, Nonsense , Genes, X-Linked , Mental Retardation, X-Linked/genetics , Mosaicism , Neurodegenerative Diseases/genetics , Adult , Atrophy , Brain/pathology , Brain Chemistry , Carrier Proteins/physiology , DNA/blood , DNA/genetics , DNA/isolation & purification , Disease Progression , Genes, Dominant , Heterozygote , Humans , Iron/analysis , Magnetic Resonance Imaging , Male , Mental Retardation, X-Linked/metabolism , Mental Retardation, X-Linked/pathology , Movement Disorders/genetics , Movement Disorders/metabolism , Movement Disorders/pathology , Neurodegenerative Diseases/metabolism , Neurodegenerative Diseases/pathology , Neuroimaging , Saliva/chemistry , Exome Sequencing
4.
Syst Biol Reprod Med ; 62(1): 77-83, 2016.
Article in English | MEDLINE | ID: mdl-26744914

ABSTRACT

Patients with Turner syndrome are generally characterized by having short stature with no secondary sexual characteristics. Some abnormalities, such as webbed neck, renal malformations (>50%) and cardiac defects (10%) are less common. The intelligence of these patients is considered normal. Non-mosaic monosomy X is observed in approximately 45% of postnatal patients with Turner syndrome and the rest of the patients have structural abnormalities or mosaicism involving 46,X,i(Xq), 45,X/46,XX, 45,X and other variants. The phenotype of 45,X/46,X,+mar individuals varies by the genetic continent and degree of the mosaicism. The gene content of the marker chromosome is the most important when correlating the phenotype with the genotype. Here we present an 11-year-old female who was referred for evaluation of her short stature and learning disabilities. Conventional cytogenetic investigation showed a mosaic 45,X/46,X,+mar karyotype. Fluorescence in situ hybridization showed that the marker chromosome originated from the X chromosome within the androgen receptor (AR) and X-inactive specific transcript (XIST) genes. Therefore, it is possible that aberrant activation of the marker chromosome, compromising the AR and XIST genes, may modify the Turner syndrome phenotype.


Subject(s)
Chromosomes/genetics , Receptors, Androgen/genetics , Turner Syndrome/genetics , Body Height , Child , Chromosomes, Human, X/genetics , Female , Genetic Markers , Hormones/blood , Humans , In Situ Hybridization, Fluorescence , Infant, Small for Gestational Age , Male , Mosaicism , Pregnancy , Pregnancy, Twin , RNA, Long Noncoding/genetics , Transcription, Genetic
5.
Turk Thorac J ; 17(4): 141-147, 2016 Oct.
Article in English | MEDLINE | ID: mdl-29404144

ABSTRACT

OBJECTIVES: Multiple genetic changes are observed in malignant tumors but are rare or absent in benign conditions. Aneuploidy is the most common feature of solid tumors including lung cancer and diagnosis of malignant tumors is possible through detection of aneuploidy. The aim of this study was to investigate chromosomal abnormalities in cells from non-small cell lung cancer patients obtained bronchoscopically and to evaluate the suitability of fluorescence in situ hybridization (FISH). MATERIAL AND METHODS: Bronchial lavage samples of 17 non-small cell lung cancer (NSCLC) patients were evaluated with four-color FISH using deoxyribonucleic acid (DNA) probes specific for the centromere regions of chromosomes 3, 7 and 8. tested specimens were first hybridized with probes, then visualized under fluorescence microscobe and captured with device's camera. RESULTS: High number of aneuploidic cells were detected in all the samples. Increased or decreased abnormal copies or chromosomes 3, 7 and 8 were obserced in all the 17 patients. Aneuploidy of chromosome 3 (21.35%) was higher than those of chromosome 7 (9.06%) and chromosome 8 (15.47%). Moreover, our results were significant for monosomy and trisomy of chromosome 3, trisomy of chromosome 7, nullisomy, monosomy and trisomy of, chromosome 8 (p< 0.05). CONCLUSION: It has been observed that FISH is a useful technique for detection of aneuploidy in bronchial lavage samples obtained by bronchoscopy. Interphase cells were evaluated without cell culturing with this method and high number of tumor cells were enumerated rapidly. Our study has demonstrated that, FISH technique may be used successfully in detection of chromosome number abnormalities in NSCLC patients and may facilitate evaluation of genetic abnormalities.

6.
Gene ; 568(1): 35-9, 2015 Aug 15.
Article in English | MEDLINE | ID: mdl-25958349

ABSTRACT

Chronic oxidative stress is a major characteristic of obesity. Manganese superoxide dismutase (MnSOD) is an antioxidant enzyme known to be present within mitochondria and is considered a main defense against oxidative stress. The aim of this study was to investigate the association between the MnSOD gene Ala16Val polymorphism in obesity in terms of body mass index (BMI), lipid parameters, plasma leptin levels, homeostasis model assessment of insulin resistance (HOMA-IR), and oxidative stress biomarkers. The study included 150 obese and 120 non-obese subjects. The MnSOD Ala16Val polymorphism was determined by polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP). Plasma leptin levels, serum lipid, superoxide dismutase (SOD), malondialdehyde (MDA), and anthropometric parameters were measured. No association was found between the MnSOD gene Ala16Val polymorphism and BMI in the study or control group. Strikingly, in the study group, obese subjects with the VV genotype had significantly higher plasma leptin levels (p<0.001) than those with the AA and AV genotypes. Serum total cholesterol (p<0.01) and MDA (p<0.001) levels were significantly higher in subjects with the VV genotype for MnSOD in the obese and non-obese groups. In the obese group, subjects with the VV genotype had significantly lower SOD (p<0.001) activity than the AA and AV genotypes. Our results suggest that the MnSOD gene polymorphism was associated with leptin levels and superoxide dismutase activity in the obese group but had no direct association with obesity. Moreover, the Ala16Val polymorphism has a significant effect on lipid profiles and MDA levels in both obese and non-obese subjects.


Subject(s)
Leptin/blood , Obesity/blood , Superoxide Dismutase/genetics , Adult , Amino Acid Substitution , Biomarkers/blood , Case-Control Studies , Female , Genetic Association Studies , Humans , Male , Middle Aged , Oxidative Stress , Polymorphism, Single Nucleotide
8.
Biomed Rep ; 1(3): 389-392, 2013 May.
Article in English | MEDLINE | ID: mdl-24648955

ABSTRACT

P-selectin is mainly involved in the initial process of tumor cell adhesion to platelets. The aim of the present study was to determine the expression level of P-selectin in a colon tumor model affected by sinusoidal electromagnetic fields (SMF). Male Wistar albino rats aged 2-2.5 months were used. The animals were divided into the I [N-Methyl-N-Nitrosurea (MNU)], II (SMF-MNU), III (SMF) and IV (control) groups. The rats were housed five per polycarbonate cage. Sixty milligrams of MNU was dissolved in 6 ml sterile 0.9% NaCl. Prepared solutions were administered intra rectally (i.r.) to the 1st and 3rd groups as 0.2 ml/per animal. The same procedure was applied to the 2nd and 4th groups, although 0.2 ml/per animal sterile isotonic solution was administered instead. This procedure was repeated once a week for 10 weeks. Following the administration of MNU, the 2nd and 3rd groups were exposed to a sinusoidal magnetic field (SMF, 50 Hz, 5 mT) for 6 h/day for 8 months. P-selectin expression of the four groups of rat colon tissues was determined using immunohistochemistry on paraffin sections. The labeled streptavidin biotin method was performed. Fisher's exact test was used for differences between proportions. Results showed that there was no statistically significant (P>0.05) change in the expression level of P-selectin. However, this result should be verified by both in vivo and in vitro experiments to determine the effects of the magnetic fields on P-selectin.

9.
Turk J Haematol ; 28(3): 186-92, 2011 Sep 05.
Article in English | MEDLINE | ID: mdl-27264365

ABSTRACT

OBJECTIVE: The Philadelphia (Ph) chromosome, consisting of the t(9;22)(q34;q11) translocation, is observed in ~90% of patients with chronic myeloid leukemia (CML). Variant Ph translocations are observed in 5%-10% of CML patients. In variant translocations 3 and possibly more chromosomes are involved. Herein we report 6 CML patients with variant Ph translocations. METHODS: Bone marrow samples were examined using conventional cytogenetic meth ods. Fluorescence in situ hybridization (FISH) with whole-chromosome paints and BCR-ABL 1D probes were used to confirm and/or complement the findings, and identify rearrangements beyond the resolution of conventional cytogenetic methods. RESULTS: Variant Ph translocations in the 6 patients were as follows: t(7;22)(p22;q11), t(9;22;15)(q34;q11;q22), t(15;22)(p11;q11), t(1;9;22;3)(q24;q34;q11;q21), t(12;22)(p13;q11), and t(4;8;9;22)(q11;q13;q34;q11). CONCLUSION: Among the patients, 3 had simple and 3 had complex variant Ph translocations. Two of the presented cases had variant Ph chromosomes not previously described, 1 of which had a new complex Ph translocation involving chromosomes 1, 3, 9, 22, and t(1;9;22;3)(q24;q34;q11;q21) apart from a clone with a classical Ph, and the other case had variant Ph translocation with chromosomes 4, 8, 9, and 22, and t(4;8;9;22)(q11;q13;q34;q11) full complex translocation. Number of studies reported that some patients with variant Ph translocation were poor responders to imatinib. All of our patients with variant Ph translocations had suboptimal responses to imatinib, denoting a poor prognosis also. Variant Ph translocations may be important as they are associated with prognosis and therapy for CML patients.

10.
Turk J Haematol ; 25(3): 152-4, 2008 Sep 05.
Article in English | MEDLINE | ID: mdl-27264709

ABSTRACT

It is known that clonal chromosomal changes in childhood ALL are nonrandom and important markers for diagnosis, prognosis and relaps. In this report we present 4 year-old boy with ALL-L1 who has complex chromosomal rearrangements. Chromosome analysis was performed on bone marrow aspiration sample in relaps after one year from diagnosis and induction chemotherapy. The karyotype was; 46,XY,t(3;17)(q23;p13),t(5;12)(q31;p13),inv(11)(p15q12) [11]/46,XY[8].

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