Data analysis and polymer simulation related to Optical DNA Mapping
Title: |
Data analysis and polymer simulation related to Optical DNA Mapping |
DNr: |
NAISS 2023/22-775 |
Project Type: |
NAISS Small Compute |
Principal Investigator: |
Dibyajyoti Mohanta <dibyajyoti.mohanta@cec.lu.se> |
Affiliation: |
Lunds universitet |
Duration: |
2023-08-14 – 2024-09-01 |
Classification: |
10304 |
Keywords: |
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Abstract
Optical DNA Mapping involves identification of sequence specific patterns in long molecule like DNA. The DNA samples that are extracted from patients are classified based on various structural changes. This project which has a direct application in health systems often involve data analysis of large number of DNA images. Also, this experimental DNA molecules are compared with good theoretical DNA molecules for better classification of their origin. The modelling of theoretical DNA barcode also involves
simulation of long molecules (KBp) in nano channel , various image calibration procedure,
studying dynamics of molecules, etc. This procedures need HPC clusters to run the simulations and collecting efficient data.