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The idea Spring Batch as a model for Crispr cas9

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 Idea and theory : Wadï Mami  Email: wmami@steg.com.tn / didipostman77@gmail.com +12 Using Spring Batch as a conceptual model for CRISPR-Cas9 is a novel idea that bridges biological processes with software engineering architecture . This framework, traditionally used for automated large-scale data processing, can simulate the sequential and targeted nature of gene editing. [ 1 , 2 , 3 , 4 , 5 ] Core Mapping: Chunk-Oriented Processing [ 1 , 2 ] The fundamental "Reader-Processor-Writer" pattern in Spring Batch mirrors the biological workflow of CRISPR-Cas9: [ 1 , 2 , 3 ] Spring Batch Component [ 1 , 2 , 3 , 4 , 5 ] CRISPR-Cas9 Biological Analog Description ItemReader DNA Sequence Identification Fetches the genetic "data" (DNA sequence) to find the specific target region. ItemProcessor gRNA Design & Cas9 Binding Applies logic to design the guide RNA (gRNA). The Cas9 enzyme binds to the target site. ItemWriter DNA Cleavage & Repair Executes the final ...

Spring Batch as a model for CRISPR-Cas9

Spring Batch as a model for CRISPR-Cas9 Idea and Theory : Wadï Mami e-mail : wmami@steg.com.tn / didipostman77@gmail.com     The proposal of Spring Batch as a model for CRISPR-Cas9 is a conceptual framework that maps the biological steps of gene editing to the structured workflow of a software batch processing framework. This analogy, pioneered by researcher Wadï Mami , treats the genome as a large dataset and the CRISPR process as a "job" composed of discrete, repeatable steps. [1, 2, 3, 4] The Core Analogy (ETL Workflow) The model leverages Spring Batch’s standard Reader-Processor-Writer architecture to represent the molecular mechanism of CRISPR-Cas9: [1, 5] Spring Batch Component [2, 3, 4, 5, 6, 7] Biological Counterpart Function ItemReader Target Identification Fetches DNA sequences from the genome (source data). ItemProcessor gRNA Design & Binding ...

The idea in brief : Spring batch as a model for CRISPR Cas9

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The analogy between   Spring Batch and the  CRISPR-Cas9   system    is an innovative conceptual model proposed notably by   Wadï Mami on ResearchGate This framework transposes the steps of software engineering to molecular biology to structure the understanding of the genome editing process.   ResearchGate  +1 Component matching The architecture of Spring Batch (Read-Process-Write) aligns with the key phases of CRISPR-Cas9: ItemReader / Genome Identification   : In Spring Batch, this   Reader  extracts the data. In biology, this corresponds to exploring and identifying the target DNA sequence within the genome. ItemProcessor / RNA Design and Binding   : This   Processor  transforms the data. Here, it models the design of the guide RNA (gRNA) and the binding of the Cas9 enzyme to the target. Algorithms such as   Karp-Rabin   or   Levenshtein distance...