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Muniba Faiza - page 2

Muniba Faiza has 56 articles published.

Prediction of biochemical reactions catalyzed by enzymes in humans

in Algorithms/Drug Discovery/Machine Learning by

There are many biological important enzymes which exist in the human body, one of them is Cytochrome P450 (CyP450) enzymes which are mostly considered in drug discovery due to their involvement in the majority (75%) of drug metabolism [1]. Therefore, various in-silico methods have been applied to predict the possible substrates of CyP 450 enzymes [2-4]. Recently, an in-silico model has been developed to predict the potential chemical reactions mediated by the enzymes present in humans including CyP450 enzymes [5]. Continue reading “Prediction of biochemical reactions catalyzed by enzymes in humans” »

Linux ‘sed’ command in Perl programming

in Bioinformatics Programming by

When it comes to handling large data files to process, it becomes very difficult to write programs for the beginners, especially when you have to execute another script within one. For this purpose, Linux operating system offers several advantages for bioinformatics programming such as ‘awk’ and ‘sed’ one-liners, they prove to be of great help! Continue reading “Linux ‘sed’ command in Perl programming” »

Machine learning in prediction of ageing-related genes/proteins

in Algorithms/Databases/Machine Learning by

Ageing has a great impact on human health, when people’s age advance towards 80 years, approximately half of the proteins in the body get damaged through oxidation. The chemical degradations occurring in our body produce energy by the consumed food via oxidation in the presence of oxygen. Continue reading “Machine learning in prediction of ageing-related genes/proteins” »

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