Giter Site home page Giter Site logo

Comments (10)

samhorsfield96 avatar samhorsfield96 commented on July 2, 2024

I have also just encountered the issue with low read quality using V14 chemistry (sequencing_MIN114_DNA_e8_2_400T.toml) using readfish 0.0.10dev2, however the unblock read lengths looked fine. Did the enrichment results look as expected using this fix?

from readfish.

rainwala avatar rainwala commented on July 2, 2024

I'm about to test the enrichment over the next few days. Will post an update after that.

from readfish.

rainwala avatar rainwala commented on July 2, 2024

OK, so with this new run even setting break_reads_after = 1.0 didn't fix the issue. We had poor quality and unblocked read lengths were well over 1kb... Maybe we need a new GPU...

from readfish.

mattloose avatar mattloose commented on July 2, 2024

OK - whilst I would still advise one second for running at present, I am not convinced that the quality issue here is related to the break reads setting. The quality that @rainwala is showing above is lower than I would expect. As an example, here is a run we currently have on promethION which is running adaptive with break reads at 1 second using kit14:

image
(This is the modal quality score).

You can see the unblock peak is fine -
image
And the unblock read length N50 is around 900 bases.

We are unblocking a lot of the data here which is why you can't see any on target reads at all.

If I zoom in on the approrpriate lengths we see this:
image

Having said all the above, I do note that I see some strange differences in the sequenced reads when measuring read quality. I've not noticed specifically that this impacts enrichment and I would actually look at the aligned data and not the quality scores as reported by minknow.

My conclusion with the observation of @rainwala is that this might be a more fundamental library quality issue. @samhorsfield96 can you provide any more information on what you have seen?

Also can you report minKNOW versions here too?

from readfish.

rainwala avatar rainwala commented on July 2, 2024

@mattloose I think it isn't necessarily our library because we get much higher Q scores with readfish / adaptive sampling (we are trying both to try to get anything to work!) turned off. It may be something related to this:
https://community.nanoporetech.com/posts/low-q-score-with-new-kit-1

from readfish.

mattloose avatar mattloose commented on July 2, 2024

That is an interesting post. Reading my comment above I realise it isn't quite clear - in my comment about a fundemental library quality issue I really meant it's something other than the change in break_reads length.

We also see some strange changes in reported read quality - I can't comment if recalling the data using the super model will resolve the problem but I can imagine that to be plausible.

What I can say is that I didn't think I had seen the quality drop off in real world data espeically. But I will look more.

from readfish.

mattloose avatar mattloose commented on July 2, 2024

Could you both check the accuracy of on target and off target reads after mapping to the reference and look at the quality that way?

from readfish.

samhorsfield96 avatar samhorsfield96 commented on July 2, 2024

Hi @mattloose sorry for not getting back sooner. Alignment looks fine using pass and fail reads - I haven't got formal measures of quality, however when looking at enrichment by abundance, values are as expected even using failed reads. I've noticed that the high volume of failed reads doesn't happen with every run either, and when running with the exact same setup and library I get different outcomes (sometimes many reads fail, sometimes the run looks normal). Not sure if this info helps your end, but it looks to me that using 'failed' reads doesn't actually impact alignment or calculation of enrichment.

from readfish.

github-actions avatar github-actions commented on July 2, 2024

This issue is stale because it has been open 30 days with no activity. Remove stale label or comment or this will be closed in 5 days.

from readfish.

mattloose avatar mattloose commented on July 2, 2024

Closing as stale.

from readfish.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.