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  • KyuzoSeq
    Junior Member
    • Mar 2015
    • 9

    Multi-Reads in ChIP-Seq Experiment

    I would like to ask about known literature about multiple reads of ChIP-Seq analysis.

    Commonly researchers use "uniqely" mapped reads in their work. They blink reads which are aligned multiple locations. And we know that most alignment tools choose one of these multiple reads randomly.

    This is an open problem of chip-seq analysis is waiting to solve.

    There are few research using Expectation-Maximition algoritm to solve this. I would like to ask do you know any method to rescue multireads, any research or software? How scientifics handle or rescue with this multiple reads?

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  • SEQadmin2
    Nine Things a Sample Prep Scientist Thinks About Before Sequencing
    by SEQadmin2


    I’m not a sequencing expert. I’m a purification scientist who uses NGS to evaluate workflows my group develops. With this perspective, we think about the sample first and the NGS workflow second. The sequencer is an exceptionally honest reporter, but it can only report on what you give it, so whether you get clean, interpretable data from an NGS workflow is largely determined before you begin.

    Here are nine questions we think about, in roughly the order they matter, before...
    06-18-2026, 07:11 AM
  • SEQadmin2
    From Collection to Sequencing: Why Sample Preparation and Preservation Define Sequencing Data
    by SEQadmin2


    Data variability is still an issue in sequencing technologies despite the advances in reproducibility and accuracy of these platforms. But the problem does not originate in the sequencing itself, but in the previous steps, before the sample reaches the sequencer.


    The first step is collection, followed by preservation and sample preparation for analysis. Most scientists overlook those steps, but not being careful might just be skewing the experiment’s results.
    ...
    06-02-2026, 10:05 AM

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