Computational biologist. PI at Altos Labs. Formerly from the wonderful DBMI at the Harvard Medical School. Expressed thoughts and opinions are my own.

Altos Labs, San Diego
Joined October 2017
Excited to share our review @NatureRevCancer! We cover all that we, as a field, learned from our efforts to understand genotype to phenotype interactions in cancer and somatic evolution. We also cover what future measurement technologies can take us in this domain. PDF link 👇
2
63
2
248
12,286
PeterK retweeted
Ever stare at your spatial DE results and wonder if something's off? Segmentation errors might be the culprit. Our new paper shows how pervasive this problem is - and introduces a fix using matrix factorization of local molecular neighborhoods. nature.com/articles/s41588-0…
1
5
15
1,202
Great to be part of this collaboration with @baryawno and @KharchenkoLab among others! Joint single-cell WGS/mRNA seq is an important tool to understand evolutionary processes in tumors!
1
2
1,221
New preprint 🎉 led by @AervaI 👇! We introduce an approach to prioritize biological driver genes by recalibrating differential expression fold changes with population variance. This extracts new meaning out of DE analysis, which is a cornerstone of computational biology!
10
60
8,527
Just finished teaching another semester of genomic #datavisualization 🥳 Discover the awesome #dataviz made by students in the class for various #singlecell #spatialtranscriptomics data Check out the course notes + #Rstats code to explore for yourself: jef.works/genomic-data-visua…
11
205
9
881
93,999
Our latest out today in @Nature. We profiled 12 million single cells from mouse embryos spanning gastrulation to birth, defined cell type tree from zygote to birth, and unexpectedly found crazy fast changes within first hour of extrauterine life. OA PDF: rdcu.be/dyDAg
Excited to share our lab's latest preprint, led by @CXchengxiangQIU, @bethkarenmartin & Ian Welsh of @jacksonlab. We set out to build a single cell roadmap for all of mouse prenatal development, from single cell zygote to free-living pup. Preprint: tinyurl.com/2nhe4mm9 1/n
15
152
11
573
90,371
Our latest collaboration on metastatic renal cell carcinoma to the bone is published @GenomeMedicine. the bone metastatic environment is not well-defined, hindering progress towards therapeutic targets. Our group developed a unique translational research model. Congrats to our talented diverse team across @karolinskainst @harvardmed, @MGHCancerCenter led by @baryawno 👏 link.springer.com/10.1186/s1…
1
6
30
4,063
6 papers for ligand-receptor interaction for single-cell data 👇
1
42
1
187
71,053
We are very excited to present a major breakthrough achievement – the de novo design of synthetic enhancers for selected tissues in fruit fly embryos in vivo using deep- and transfer learning, @deAlmeida_BPet al published today in @Nature nature.com/articles/s41586-0…. Thread 👇(1/N)
21
194
31
658
135,213
Very excited to share two papers published today in @CellCellPress describing stem cell plasticity in CRC. (1/22) cell.com/cell/fulltext/S0092… cell.com/cell/fulltext/S0092…
46
186
36
848
322,651
✨#ImmuneDictionary✨is out today in @Nature! Paper nature.com/articles/s41586-0… Software immune-dictionary.org We created scRNA-seq dictionary of 17+ immune cell types responding to 86 cytokines in vivo, discovered the immune system is far more complex than previously known 1/
47
556
82
1,767
311,186
We profiled #scRNAseq of 386,703 cells and uncovered 17+ immune cell types in lymph nodes. Well-known cytokine-responsive genes, such as Il4i1 in response to IL-4, Tnfaip3 in response to TNF, are robustly upregulated in our dictionary. #ImmuneDictionary 6/
1
4
37
5,791
BARtab & bartools: an integrated Nextflow pipeline and R package for the analysis of synthetic cellular barcodes in the genome and transcriptome biorxiv.org/content/10.1101/…
20
58
9,200
Human brain atlas papers by @kimsiletti @MossiAlejandro @ka_wai_rine @ErnestArenasSWE @EmelieBraun1 @MiriDanan Rebecca Hodge Trygve Bakken Ed Lein @LarsBorm Elin Vinsland Erik Sundström and many others. With a stunning double cover illustration by @IKapustova
In 21 papers across Science, @ScienceAdvances, and @ScienceTM, researchers with the #BICCN consortium present an atlas of the human and nonhuman primate brain in unprecedented detail. The results uncover the genetic organization of the human brain. scim.ag/4ro
2
65
1
242
39,572
Excited that veloVI is out @naturemethods! Led by @adamgayoso & @PhilippWeiler7 w awesome @YosefLab, we combine deep generative modeling with a mechanistic single-cell transcriptional model for better RNA velocity analysis with uncertainty quantification. nature.com/articles/s41592-0…
2
85
2
378
40,784
Pathway to Independence – an interview with Polina Kameneva In this interview, @PKameneva talks about her career so far, why she decided to apply to Development's PI Fellow programme and what research questions she'd like to address with her own group: journals.biologists.com/dev/…
7
3
20
9,092
Come join us. Great science, fun colleagues, generous support, cosmopolitan city. Very broad search. Tenure-track Assistant or tenured Associate Professorship.
62
1
81
37,952
Human chimeric antigen receptor macrophages for cancer immunotherapy go.nature.com/2QEBUMh
5
132
18
294