Chris Miller

Chris Miller

@chrismiller.science

I study cancer at Washington University in St Louis. Cancer Genomics, Bioinformatics, Data Viz, Tumor Evolution, AML, Immunotherapy, Irreverent humor 🧬 🖥️ mostly @chrisamiller on other platforms

2.1K followers217 following364 posts

Always love seeing more educational content on a topic that helped launch my academic career!

How do you spot amplified cancer genes in noisy sequencing data? Find out in my latest interactive article with @etalevich.bsky.social, where you get to run CNVkit (Python) and DNAcopy (R) in your browser on real data to see how CNV calling works under the hood. ➡️ sandbox.bio/concepts/cnv

When I read dystopian scifi, it was always a superintelligent villain taking over. What's shocking about our current dystopia is how stupid and inept the architects are. This wasn't a masterful plot to fleece the public. It was just willingness to tap into the cruelty and fear that was already there

Candy corn mixed with peanuts at an approximately 1:4 ratio is basically a PayDay bar. It is also the only acceptable way to eat candy corn.

Intriguing idea that I'm still thinking through...

Andy Fraser@andyfraser.bsky.social

Absolutely. We cannot identify fakes so we have to watermark genuine data. End to end. It’s our only hope for survival.

Specifically, what does it mean for people developing assays? (without commercial machines to cryptographically sign outputs) What does it mean for software packages and exploratory data analysis? A lot of links in the chain to think though.

The first two dozen of these are pretty darn good as a set of guiding principles for an academic scientist (whether tenure-track or not)

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Chris Miller reposted

The Facial Expressions of Tethys by artist Julius von Bismarck. A suspended high-sea buoy that moves in real time. Sensors on a twin buoy out in the Atlantic Ocean send live satellite data to motors inside the museum. This makes the indoor buoy copy the exact, real-time movements of the ocean waves.

Is there a sequence data repository that will accept ONT POD5 files? We've shared the bams from our study in dbGaP, and would like to do the same for raw data. It's easy for me to imagine that folks working on things like base modifications might want to dig into that data in the future.

The New York Times@nytimes.com

Breaking News: Federal officials are drafting an executive order that would help cement President Trump’s ability to control billions of dollars in scientific grants funded by the National Institutes of Health.

Here's hoping! We've put too much effort into creating rich supplementary files for them to sit hidden forever. (There's a whole other conversation about what 100+ page supplements mean, in terms of the sky-high benchmark for a publishable unit, but we'll save that for another thread!)

Richard Sever@richardsever.bsky.social

Bear in mind I have been joking of supplementary data for years that it is "Unreviewed, unindexed and unread". AI may mean it's time has finally come...

What are the best personal/CV websites you've seen from academic researchers? My site is dated (hand-coded HTML from ~2012!), and I'm looking for inspiration. I know about the great lab templates from @casey.greenelab.com, but I'm looking for a single-person site - CV, publications, research, etc

Chris Miller reposted

Curious if there's a nimble manufacturing partner who could make personalized mRNA for 20-50 patients in a ph1 oncology trial, ideally for <$100k/pt & in <=2 months each. If you can encapsulate in LNPs, even better (otherwise we'll do it) (seems good to check more before building everything at UNC)

This is definitely just the first step - there are still lots of questions: What's the right threshold for detection (especially now that ultra-deep barcode sequencing is available)? Is 30 days post-chemo the best timepoint? Why did some of the "clear" patients relapse anyway? (6/n)

Still, it's cool to see an idea that we dreamed up over a decade ago moving into the clinic. This is how the fight against cancer plays out: better outcomes for a few % of patients, or extending lifespans by a little, year after year, eventually adds up to better lives for a lot of people! (7/n)

We figured that we could sequence patients, identify those who didn't effectively clear their AML, and treat them more aggressively, often with a bone-marrow transplant. Turning an idea into standard of care takes a clinical trial, though, and those are expensive, and take a long time (4/n)

After multiple grants failed, a team here at WashU eventually secured funding and set out to see if this idea had legs. There are lots of subtleties in the results, but at it's core, the idea worked: Using genomics to split patients into more or less aggressive therapy improved outcomes. (5/n)

When someone gets chemotherapy for AML, pathologists look at samples from the patient's bone marrow. If there are few or no tumor cells hanging around, they say the patient is in remission, and has cleared their cancer. For a good number of patients, this turns out to be dead wrong. (2/n)

Chris Miller reposted

"What really bothers me about these stories about how AI will design killer viruses is that they are pure fear mongering, and more importantly they divert attention from the things that matter". Indeed 🎯.

Claus Wilke@clauswilke.com

I'm really frustrated by the constant fear-mongering about AI-designed superviruses. Can we focus on the things that should actually worry us, such as measles? blog.genesmindsmachines.com/p/im-sorry-y...

I really need to get one of the sandbox wrappers set up. I've noticed an uptick in Claude reaching outside the working directory too, and it makes me increasingly uncomfortable. Would love suggestions from anyone who's happy with their sandboxing strategy.

Stephen Turner@stephenturner.us

Maybe this is common knowledge, but it wasn't to me. I was using Claude Code in ~/scripts (a little collection of convenience utils of mine) to create a python script to manipulate a pptx file. CC reached outside the project dir to find other files it could use for testing. Confirmed when asked. 1/

While backpacking in Colorado, a buckle broke on my nearly 30 year-old Kelty pack. Contacted them to ask about buying a replacement, and they're shipping out a part for free. That's pretty great customer service! Here's hoping I get another 30 years out of this pack!

Chris Miller reposted

I pushed a package to bioconda 2 weeks ago and it's still waiting for review. Anyone here a maintainer that could help get it unstuck? github.com/bioconda/bio... (We have a paper in review that mentions an option for bioconda install - would like to make that aspirational sentence reality!)

github.comAdd vatools by chrisamiller · Pull Request #67110 · bioconda/bioconda-recipesAdds a new recipe for vatools (https://github.com/griffithlab/vatools), a package designed to ease manipulation of genomic data stored in VCF format

Chris Miller reposted

Like I said in Scientific American last month, this is the military-industrial, for-profit approach to research funding. It presupposes an ability to guess at (and fund) successful research, and most scholarship on it says it generates neither new knowledge *nor* higher productivity.

Dan Garisto@dangaristo.bsky.social

Ahead of a hearing before the House Science, Space and Technology Committee tomorrow, the White House Office of Science and Technology Policy has released a 120-pg report, "Science: A New Golden Age" www.whitehouse.gov/wp-content/u... Here's the summary from the press release:

Chris Miller reposted

Hi everyone! I'm excited to announce that our lab at UW will soon be recruiting a postdoc to work on DNA methylation signatures in rare disease. This will be a mostly computational position. Please share and reach out if interested! millerlaboratory.com

millerlaboratory.comMiller Lab | University of WashingtonLed by Danny E. Miller, MD, PhD, the Miller Lab uses long-read Nanopore sequencing to investigate the significance of structural genomic variation, methylation, and RNA in human disease, and to impro...

Chris Miller reposted

It‘s just insane to me that a sitting president has made MORE THAN A BILLION DOLLARS peddling fucking fairy dust with no intrinsic value beyond his stature and power AS president, and it’s not treated as the biggest corruption scandal in American history.

Carl Quintanilla@carlquintanilla.bsky.social

“.. He also reported earning $636 million in royalties from Celebration Coins.” @bloomberg.com www.bloomberg.com/news/article...

Chris Miller reposted

tired of the "#1 dad" nonsense. if you're a dad, stop treating it like a joke and post your actual national dad ranking. i'm # 492,018, which is actually really high up there, but more importantly it lets me enter ranked dad lobbies where i can get matched up for fistfights with dads of my caliber

Chris Miller reposted

Minibwa is a hybrid of bwa-mem and minimap2 and the successor of bwa-mem for short-read mapping. ~4X/2.5X as fast as bwa-mem/bwa-mem2 for WGS reads at comparable accuracy. Native support of directional bisulfite-seq. Applicable to long reads. Preprint at arxiv.org/abs/2606.15357

Chris Miller reposted

Someone help me with time management please my family is starving * 40 hours working * 20 hours cooking and cleaning * 10 hours childcare * 30 hours email * 50 hours 2-factor authentication

Pleased to see our preprint on expanding the transcriptome of AML go live. Includes splicing factor-mutants, healthy BM populations, and 170k+ new transcripts Explore the long-read data here: leylab.org/isoforms Look up your favorite gene, and see which transcripts are actually being expressed!

bioRxivpreprint@biorxivpreprint.bsky.social

Long read sequencing reveals novel isoforms and spliceosome-mutant-enriched transcripts in AML and MDS https://www.biorxiv.org/content/10.64898/2026.05.20.726635v1

I don't know who needs to hear this, but to have any hope of creating a "Virtual Cell", we'd have to have the foggiest idea what the hell was happening in the real ones first

Chris Miller reposted

scRNA-seq has partly ruined murmurations for me...

Digital Brain@yourdigitalbrain.bsky.social

Witness the mesmerizing murmuration of starlings in Italy, a stunning display of nature's coordination and beauty as they dance through the sky in unison.