Browsing by Author "Hammad, Gehan"
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Item Artificial Intelligence for Plant Genomics and Crop Improvement(Academy of Scientific Rescarch and Technology National Information and Documentation Centre (NIDOC), 2022-04) Hatem, Yasmine; Hammad, Gehan; Safwat, GehanCurrently, food scarcity has become a serious problem that the entire planet is facing, as populations are increasing promptly and it is expected to reach 9 billion by 2050, leading to dramatic issues associated with supply as well as accessibility. There are various technologies that are being revolutionized in order to elevate the production of agriculture and food to fit the need and overcome challenges such as climate, water scarcity, diseases and pests. The understanding of plant genomics could lead to the discovery, cloning, and sequencing of genes responsible for tolerance to unfavorable environmental influences, and for the past few decades numerous techniques have surfaced for crop improvement including tissue culture transformation and mutagenesis. More Recently, artificial intelligence and machine learning are being integrated as an anticipating multidisciplinary approach for enhancing and improving the food and agriculture sector and this field is evolving exponentially. This review investigates the correlation of agriculture and food production with artificial intelligence as a promising approach for the determination of the plant genomics in order to improve and enhance issues of food security.Item Effect of Coconut Milk, Casein Hydrolysate and Yeast Extract on the Proliferation of in vitro Barhi Date Palm (Phoenix dactylifera L.)(Journal of Horticultural Science & Ornamental Plants, 2016) M. Hosny, Shereen; Hammad, Gehan; El Sharbasy, Sherif; Zayed, ZeinabThis research was aimed at the enhancement of shoot regeneration via the supplementation of natural compounds on Date Palm cv. Barhi. Small clusters consisting of (2-3 shoots) were used as explants and cultured on MS medium supplemented with three types of natural additives at three different concentrations: (10%, 20%, 30% for Coconut Milk and1.25g/l, 2.5g/l, 5.0g/l for Casein Hydrolysate and Yeast Extract), in addition to the control (0.05 BA mg/l, 0.1 NAA mg/l). Results showed the most efficient secondary somatic embryo formation in association with casein hydrolysate 5.00g/l and that for the growth vigor, coconut milk was the most effective component. The Yeast Extract produced the lowest readings in all assessed concentrations. Chemical analysis was also performed that tested Chlorophyll ‘A’ and ‘B’, total Carbohydrate, Protein, Amino Acid, Phenol and Indole. Coconut Milk 30% and Casein Hydrolysate 2.5g/l gave the best overall results, both in test responsiveness and regenerative abilities.Item HEPPAR1 and PIWIL2 as Panel Markers for Hepatocellular Carcinoma(Asian Pacific Organization for Cancer Prevention : APJCP, 2024-06) Hammad, Gehan; Magdy, Mona; Aboushousha, Tarek; Abdelraouf, Amr; Mamdouh, SamahOBJECTIVE: The aim of this study was to evaluate the expression profiles of PIWI-like protein- 2 (PIWIL2), and HepPar1 and their immunohistochemical (IHC) characteristics in Hepatocellular Carcinoma (HCC), and determine their correlation with clinicopathological parameters of this type of cancer to determine their diagnostic value in combination. METHODS: Seventy-five patients with HCC were assessed for the expression of PIWIL2 in serum and tissue using real-time polymerase chain reaction (RT-PCR) and IHC was performed for PIWIL2 and HepPar1 was performed on all patients. RESULTS: A statistically significantly higher level of PIWIL2 was found in HCC compared to controls (p≤0.001). Both HepPar1 and PIWIL2 were detected in 84% of HCC cases, the diagnostic and prognostic factors for PIWIL2 were found to be significant in liver tumour tissue samples and non-tumorous sections p<0.001, and the same was observed for serum samples and results of healthy serum controls (p<0.001) when compared to AFP. CONCLUSION: Our results affirm the hypothesis that reactivation of PIWI expression in various caner types is crucial for cancer development, and that a possible panel maybe used for these markers HCC diagnosis.Item Molecular Detection of Genetic Susceptibility to Bladder Cancer in Egyptian Patients(Asia Pacific Organization for Cancer Prevention (APOCP), 2022-01) Mamdouh, Samah; Khorshed, Fatma; Hammad, Gehan; Elesaily, Khaled; Safwat, Gehan; Hammam, Olfat; Aboushousha, TarekObjective: Genome-wide association studies (GWAS) have identified a number of genetic variants associated with the susceptibility of bladder cancer (BC) in European and Chinese populations. Here, we assessed the association of two of these variants, rs9642880 and rs710521 in an Egyptian patients and also examined the expression of c-Myc.The basis was due to the absence of studies on Egyptian patients to determine the association between rs9642880& rs710521 and bladder cancer risk, particularly due to the known role of the variant (rs9642880) in the Progression and development of bladder cancer. Methods: Urine samples were collected from onehundred and fiftybladder cancer patients under particular standards and fifty healthy controls. Genomic DNA was extracted, rs9642880 G>T and rs710521 A>G polymorphisms were amplified, assessed via restriction fragment length polymorphism(RFLP) and sequenced. Urine retrieved results were compared to the histopathological diagnosis of tissue biopsies and to the results of C-Myc immunohistochemistry. Data were statistically analyzed using Microsoft Excel 2016, association between significant genotypes of the two studied variables and bladder cancer risk was performed. Results: We found that the TT genotype of rs9642880 G>T was strongly associated with the risk of bladder cancer, andfor rs710521 A>G, AG genotype was also identified to has an association with bladder cancer risk.All 150 tumor sections showed positive immunoreactivity for c-Myc in the nucleus and the cytoplasm. Conclusion: Identifying the association to risk of bladder cancer using genetic analysis will help in the early detection of the disease.Item P- element Induced Wimpy Testis (PIWI), a Novel Powerful Candidate Diagnostic Marker for Hepatocellular Carcinoma(Springer, 2022-08) Hammad, Gehan; Mamdouh, Samah; Seoudi, Dina Mohamed; Seleem, Mohamed Ismail; Safwat, Gehan; Mohamed, Rania HassanP-Element-induced wimpy testis (PIWI) proteins are engaged in epigenetic regulation of gene expression in germline cells when they are in combination with PIWI-interacting RNA (piRNA). Different types of tumour cells have been found to exhibit abnormal expression of piRNA and PIWI proteins. HCC is majorly diagnosed in later stages, which is associated with lower survival rates. There is an urgent need for improved, more specific and less invasive diagnostic methods that can detect earlier stages of the disease. Purpose: The aim of this study was to assess the diagnostic potential by determining the expression profiles of PIWI-like protein-1, -2, -3, & -4 (PIWIL1, PIWIL2, PIWIL3, & PIWIL4) in hepatocellular carcinoma, and determine its association with clinicopathological features. Methods: Samples from patients comprising serum and frozen fragments of paired tissue specimens (tumour and adjacent non- malignant liver tissue) were employed for molecular analyses. Real-time polymerase chain reaction was performed on 50 tissue and serum samples from HCC patients and 25 serum samples from healthy controls. Results: The PIWIL1, PIWIL2, PIWIL3, & PIWIL4 levels were significantly (<0.001) higher in both HCC tissue and serum samples than in the controls. Additionally, the diagnostic performance was assessed by ROC curves, the PIWIL1-4 levels in serum showed better potential and sensitivity to screen HCC patients than their levels in tissues. Moreover, some PIWIL elements were found here to be significantly correlated with the HCC profile. Conclusion: PIWI expression is considered as a powerful non- invasive diagnostic tool for HCC. Our findings also support the theory that PIWIL expression is critical for cancer progression.Item RNA Interference based Midkine Gene Therapy for Hepatocellular Carcinoma(Asian Pacific Organization for Cancer Prevention, 2024-07) Mamdouh, Samah; Khorshed, Fatma EL-Zahraa Mohamed; Hammad, Gehan; Magdy, Mona; Abdelraouf, Amr; Hemida, Eman; Shemis, MohamedBACKGROUND: Hepatocellular carcinoma (HCC) arises from hepatocytes and accounts for 90% of primary liver cancer. Reasons for HCC prognosis remaining dismal are that HCC is asymptomatic in its early stages, leading to late diagnosis, and it is markedly resistant to conventional chemo- and radiotherapy. In this study, we investigated RNA interference (RNAi)-based treatment for HCC by targeting MDK. AIM: The present study aimed to evaluate MDK serum levels as a diagnostic biomarker for HCC detection and the effect of MDK silencing by RNAi on HCC. SUBJECTS AND METHODS: A total of 140 participants, including 120 patients diagnosed with HCC and 20 healthy volunteers were enrolled in this study, all patients who underwent liver resection were sampled for tumor and adjacent non-tumor liver tissues, in addition to 5 ml of blood sample. Midkine expression levels were evaluated by ELISA and by qRT-PCR. The in vitro transfection and gene knockdown efficiency of midkine by MDK-siRNA was detected by qRT-PCR and ELISA. Gene knockdown effect at the molecule level on the proliferation of HepG2 in vitro was determined by cell counting. RESULTS: The results showed that the expression of MDK was significantly increased in the serum of HCC patients compared to control serum samples with P<0.001 and significant elevated expression levels of MDK in tumor tissues compared to non-tumor ones with P<0.001. It also showed that down-regulation of MDK using RNAi can significantly inhibit HepG2 cells. CONCLUSION: Molecular targeting of MDK using RNAi interference decreases proliferation and could be a therapeutic target.