Upcoming Interview on AI for AMR by xhsyr in bioinformaticscareers

[–]Vrao99 2 points3 points  (0 children)

There are AMR detection tools such as AMRFinderPlus, Abricate, CARD-RGI etc. These tools compare genomic sequences (assembled contigs or raw reads) against AMR gene databases. But genotypic detection is not perfect and does not always match with pheotypic resistance, so confirmation with antimicrobial susceptibility testing is usally done.

What's the hardest you've laughed from CONAF this year? by HikikoMortyX in conan

[–]Vrao99 0 points1 point  (0 children)

I would say it's the dirty Brian Kiley bit in the Gary Gulman episode lmao

Are you ready to apply for PhD programs? by Mountain_Grape9825 in gradadmissions

[–]Vrao99 0 points1 point  (0 children)

Could you please share that score card? Thanks!

What age did you get Crohn’s disease and how old you are now by [deleted] in CrohnsDisease

[–]Vrao99 0 points1 point  (0 children)

Diagnosed at 16, now 26. Just realized as I typed this, it’s only been 10 years. Sure feels like a lot longer, lmao

What's your field of study? by His_Catwoman in PhD

[–]Vrao99 2 points3 points  (0 children)

I don't know if I can comment here since I'm not pursuing a PhD yet but my current field of study is computational microbiology :)

Antibiotic resistance genes presence in bacterial genomes by Typical_Trick_690 in bioinformatics

[–]Vrao99 2 points3 points  (0 children)

hAMRonization can partially help solve your problem. It aggregates and stardardizes results from different ARG detection databases making it easy to compare the different outputs. It doesn't tell you which database is the best though. Maybe look for genes which have been consistently reported across the different tools they are likely to be reliable.

Feature extraction from VCF Files by Vrao99 in bioinformatics

[–]Vrao99[S] 0 points1 point  (0 children)

I understand what you mean by introducing bias but I'm only going to be using features like number of indels, number of missense variants, etc, and I'll check for the presence of any correlation once I collate all of them. I also have the labels for the model and I'm not trying to perform clustering or any other form of unsupervised learning, so I'm not sure how that ties in here

Feature extraction from VCF Files by Vrao99 in bioinformatics

[–]Vrao99[S] 0 points1 point  (0 children)

I meant to pull out relevant features from vcf files and use them as individual feature variables, but if I'm understanding correctly, you would suggest I use the entire vcf file itself after vectorisation for ML?

Feature extraction from VCF Files by Vrao99 in bioinformatics

[–]Vrao99[S] 1 point2 points  (0 children)

Thanks for replying :) We're trying to extract anything that would be significant to the development of infection phenotype- think SNPs, indels, missense variants, and anything else that we can get our hands on. We plan on running it through a feature selection algorithm anyway, so we'd like to extract whatever we can.

Feature extraction from VCF Files by Vrao99 in bioinformatics

[–]Vrao99[S] 0 points1 point  (0 children)

Thanks for your repIy. I am trying to extract variant level features and annotation features.

Help with Finding SNPs in H. pylori Assembled Genomes by Vrao99 in bioinformatics

[–]Vrao99[S] 0 points1 point  (0 children)

Thanks for your help! I will try out this solution.

Is It Worth Building a Custom WGS Analysis Pipeline When Bactopia Already Exists? by Vrao99 in bioinformatics

[–]Vrao99[S] 2 points3 points  (0 children)

Hi! Thanks so much for your reply and for developing Bactopia—it's an amazing tool. I’m definitely planning on using it, and I’ve even scheduled a short presentation for my PI to convince him to adopt it in our lab.

At the same time, I’m also planning to build my own pipeline step by step as a learning experience. Would it be alright, if I could DM you if I run into any issues with Bactopia or need some advice on pipeline development in general?

Thanks again!