Hattie Chung Profile
Hattie Chung

@hattaca

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assistant prof @Yale @YaleMed | single cell, computation, systems biology | hormone signaling | ovarian aging & cardiovascular disease

New Haven, CT
Joined March 2009
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@hattaca
Hattie Chung
1 year
Excited to announce I will start as an Assistant Professor @Yale @YaleMed on Jan 1, 2024! Our lab's mission is to build tools to study cellular states in their native tissue contexts, focusing on drug response, aging, and cardiovascular disease.
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@hattaca
Hattie Chung
2 years
Profiling the molecular heterogeneity in diverse patients is key to precision medicine & therapeutics. But single cell methods need fresh/frozen tissues (hard to scale), while FFPE tissues are routinely collected. We share single nucleus RNA-Seq for FFPE:
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@hattaca
Hattie Chung
4 years
Excited to share our #preprint on inCITE-seq for measuring nuclear protein levels + transcriptome at single cell! Like CITE-seq for cell-surface proteins, we use DNA-conjugated antibodies to measure proteins, but now inside the nucleus + transcriptome.
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@hattaca
Hattie Chung
3 years
inCITE-seq is now online at @naturemethods ! We now include joint embedding of RNA profiles from inCITE-seq and snRNA-seq that helps resolve low RNA complexity due to fixation 1/n
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@hattaca
Hattie Chung
4 years
Excited to share our #preprint on inCITE-seq for measuring nuclear protein levels + transcriptome at single cell! Like CITE-seq for cell-surface proteins, we use DNA-conjugated antibodies to measure proteins, but now inside the nucleus + transcriptome.
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@hattaca
Hattie Chung
7 months
After 3 months of hard work, excited to unveil the Chung lab’s computational space @YaleCVRC @YaleMed ! Gratifying to see our vision come to life. We are recruiting both computational and wet lab postdocs - join us!
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@hattaca
Hattie Chung
4 years
Meanwhile, many postdocs + grad students like myself would volunteer to vaccinate people 24/7 in a heartbeat! I'm dextrous and work with needles, plus also (unfortunately?) used to working long and odd hours.
@EricTopol
Eric Topol
4 years
That we only vaccinated 292,552 Americans today, having been able to hit 800,000 Thursday (7 Jan), speaks to the lack of any 24/7 plan or ability to execute. Emergencies don't take off weekends.
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@hattaca
Hattie Chung
2 years
#SingleCell twitter: What’s the current state of the art for integrating scRNA and snRNA data from the same tissue? Each dataset is fully annotated, and most cell types are found in both, but a few types are unique to each modality. Tried Harmony and scVI so far.
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@hattaca
Hattie Chung
2 years
On being an interdisciplinary scientist: words of wisdom from my mentor Aviv Regev on her non-traditional path, with minor contributions from me. Reported by the amazing @metricausa
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@hattaca
Hattie Chung
3 years
Honoring today’s Nobel by stimulating my TRPV1 channels with capsaicin
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@hattaca
Hattie Chung
3 years
Patients on ventilators often suffer from bacterial infections. In a prospective study, we show that antibiotic resistance muts expand or contract in vivo within days of therapy during acute infection, highlighting the impt of short-term therapy choice.
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@hattaca
Hattie Chung
2 years
I’ve been waiting to share this groundbreaking work from @AndyRusss @jacksonweir4 and team. This is true single cell spatial multi-omics. No more pixelated spatial data. And harness all the omics built on droplet based platforms. Can’t wait to use and build with it!
@AndyRusss
Andy Russell
2 years
Single-cell or spatial? Our new technology - Slide-tags - allows both in the same experiment, enabling true single-cell multi-modal spatial genomics ➡️
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@hattaca
Hattie Chung
4 years
You’ve had sushi, but have you had Korean kimbap? Filled with warm, cooked things. My simple version with garlic fried shiitake, fragrant sesame leaves, crispy pickled daikon
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@hattaca
Hattie Chung
3 years
It was a pleasure to present inCITE-seq at Single Cell Proteomics towards bridging sc genomics and proteomics. And nothing beats the in-person discussions that followed. Thank you @slavov_n for the invitation and for putting together a fantastic conference!
@SCP_meeting
Single-Cell Proteomics Conference
3 years
Simultaneous single cell measurements of intranuclear proteins and gene expression A presentation by Dr. Hattie Chung ( @hattaca ) at the 4th single-cell proteomics conference #SCP2021 .
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@hattaca
Hattie Chung
4 months
Bookending the week with fantastic talks and visits to Yale from old mentors, my PhD advisor @RoyKishony and Galit Lahav!! @QbioYale @YaleWestCampus @HMS_SysBio
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@hattaca
Hattie Chung
1 year
Grateful to the amazing @GCRLE1 community and pilot grant to study the spatiotemporal dynamics of ovarian aging with an all-star team! @jenngarrison
@GCRLE1
GCRLE
1 year
We’re incredibly proud to announce the 2023 GCRLE Grant recipients! These 28 exceptional researchers from across the globe will advance our understanding of ovarian aging #GCRLEGrants #ReproductiveAging @jenngarrison @buckinstitute
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@hattaca
Hattie Chung
4 years
Cell division never ceases to amaze. It’s like an earthquake — everything about it is destructive and catastrophic, yet it’s a basic part of eukaryotic life that happens over and over again. Maybe that’s why life is a continuous cycle of growing pains?
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@hattaca
Hattie Chung
4 years
fun to share our short work on multi-view representation of molecules @lmrl_bio #neurips2020 ! v. proud of my high school student Jonathan Yin who led this work. written: spoken:
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@hattaca
Hattie Chung
4 years
@MichaelSkolnik Tried to hold it together emotionally as I was at work, but Amanda Gorman did me in. She is a prodigy.
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@hattaca
Hattie Chung
2 years
A most wonderful two weeks in Bordeaux teaching inCITE-seq to brilliant students! And a treat in St Émilion after an intense and successful week of experiments. Merci @KharchenkoLab @HjerlingLeffler @Cajal_Training @bdxneuroschool @zinahwassouf @marekbartosovic @AMunozManchado
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@HjerlingLeffler
Jens Hjerling Leffler ⭐️⭐️🇺🇦⬜️🟥⬜️
2 years
Great evening with all the instructors of #SCPAN . Thanks for your amazing effort with the students and projects over the last week! And thanks to @anna_beyeler for taking the picture. @KharchenkoLab @hattaca @AMunozManchado @marekbartosovic @zinahwassouf
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@hattaca
Hattie Chung
3 years
It was a delight to talk science with the inimitable @metricausa who is full of insightful questions!
@satijalab
Rahul Satija
3 years
Great to see this piece from @metricausa at @naturemethods on single-cell multi-omics highlight the contributions of junior researchers, including @timoast , @hattaca , and Stephen Clark:
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@hattaca
Hattie Chung
4 years
Looking forward to sharing our work at #singlecellgenomicsday tomorrow! Livestream at
@satijalab
Rahul Satija
4 years
Our free Single Cell Genomics Day livestream starts tomorrow at 10AM EST! You can ask questions during talks via twitter (include #singlecellgenomicsday ) and we'll relay them to speakers, see you soon!
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Hattie Chung
3 years
So proud of my former student Jonathan Yin!! I know he’s had a blast at @OctantBio - thanks for creating such an exciting and nurturing place for him @srikosuri
@srikosuri
Sri Kosuri
3 years
So fun to have Jonathan Yin (Yale) join us this summer! After building 100 of thousands of compounds towards our discovery efforts, we've built up a lot of data. He worked on calculating reaction yields for all of our syntheses in more automated ways. [1/2]
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@hattaca
Hattie Chung
3 years
In my enthusiasm, I did not include the link to the paper 🤦‍♀️
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@hattaca
Hattie Chung
4 years
And it goes without saying, a HUGE thanks to my mentor and advisor Aviv Regev, who is a bona fide superhuman, but also an incredibly supportive + kind human being!
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@hattaca
Hattie Chung
3 years
Fascinating study showing that the microbiome is an endocrine organ. Gut microbes of patients with castration-resistant prostate cancer are enriched for species that produce androgens, and antibiotic therapy delays castration resistance in mice.
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@hattaca
Hattie Chung
3 years
Wow. Every cell in our body must be adjusting their state to the thousands of chemical signals in their tissue milieu! "Sensory periphery separates signals from predictable background via a transcriptional rheostat whose ... state reflects the past and constrains the future".
@Datta_Lab
Sandeep Robert Datta
3 years
Olfactory sensory neurons (OSNs) use transcription to make flexible predictions about the environment and dynamically change odor responses, now in our new paper led by the amazing @TatsuyaTsuka0 and @davidhbrann ! Thread about what we found 👉1/n
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@hattaca
Hattie Chung
4 years
“good morning” in 2020 was an empty phrase until today
@washingtonpost
The Washington Post
4 years
Biden has taken the lead in both Georgia and Pennsylvania this morning as votes continue to be counted: Results are here as they come in: Georgia: Pennsylvania:
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@hattaca
Hattie Chung
4 years
Emma Magee is a fantastic RA in the Regev lab who is currently on the PhD admissions market. Admissions committees, get in line 😉! Many thanks to dear friend @ehshabibi for his help even during his busiest, Fei Chen who was essential for buffer debugging + all others!
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@hattaca
Hattie Chung
2 years
FFPE have damaged RNA. To increase RNA capture, we extracted nuclei *with ribosomes attached* to the nuclear membrane, and confirmed intact nuclei using transmission electron microscopy.
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@hattaca
Hattie Chung
4 years
Every time I chop veggies, I’m in awe of their tissue complexity, e.g the bell pepper. Its white sponge-y inner walls — how do they stem from a single progenitor? The outer dimples are surely regulated — they predictably occur 3-4x (via gene expression or mechanics)!
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@hattaca
Hattie Chung
4 years
Protein != RNA levels, especially for TFs. Nuclear TFs are impt in fundamental q’s, from cell fates to cell state changes. E.g. cells can respond to environmental signals by transforming signal into nuclear translocation of TFs. We show how inCITE-seq can be used for that.
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@hattaca
Hattie Chung
1 year
Clever work from Dan to reprogram viral vectors to be cell-type-specific
@DStrebinger
Daniel Strebinger
1 year
Excited to share DIRECTED (Delivery to Intended REcipient Cells Through Envelope Design): a programmable platform for cell-type-specific delivery. Thank you to @FrangiehChris , @mircoscopy , @GuilhemFaure , Rhiannon Macrae, @zhangf 1/7
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@hattaca
Hattie Chung
4 years
Wish I could flee to Canada and work with @CarldeBoerPhD !
@CarldeBoerPhD
Carl de Boer
4 years
Attempt #1 for hiring a Research Associate and Postdoc(s) failed in the midst of a global pandemic, so now we're trying again! Short descriptions follow. RTs appreciated!
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@hattaca
Hattie Chung
2 years
Of course, many challenges remain. A key factor is high variability in the prep and storage of FFPE samples. For severe degradation: random primers, polyA'ing short RNA (e.g. SMART-Seq-total), or targeted sequencing (just out) are exciting possibilities.
@LGMartelotto
Luciano Martelotto 🛠🧬💻🇦🇺
2 years
SO timely! A short teaser preprint from a wonderful collab w/ ⁦ @dralexswarbrick ⁩ lab. Full protocol available for in supporting material. snPATHO-seq: unlocking the FFPE archives for single nucleus RNA profiling ⁦⁦⁦ @10xGenomics
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@hattaca
Hattie Chung
8 years
Excited to share our work in @NatureComms on detecting genes under local selection in the CF lung! @RoyKishony @AlexanderMcAda5
@conTaminatedsci
Tami Lieberman
8 years
One reason why bacterial sublineages coexist in infections despite strong selection: location-specific selection
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@hattaca
Hattie Chung
4 years
Excited to see future applications for identifying cell type-specific genes that are associated with TFs directly in tissues, like we show as an example for the mouse brain!
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@hattaca
Hattie Chung
8 years
Our work on identifying optimal codon choices with MAGE-Seq! With @ekelsic @RoyKishony @wanglab_nyc
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@hattaca
Hattie Chung
4 years
Finally, America will be great again 🇺🇸
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@hattaca
Hattie Chung
4 years
@Caroline_Bartma this was on the wall of Walter Fontana's lab at HMS (maybe it's still there)
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@hattaca
Hattie Chung
2 years
We tested several deparaffinization conditions, and chose xylene at room temp. A side-by-side comparison of RNA detection in frozen vs. FFPE tissue across hemispheres from the same mouse brain showed RNA reduction by ~2.7X
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@hattaca
Hattie Chung
4 years
@NTallapragada @Caroline_Bartma Depends on which specific fat components, I think. Small chain fatty acids are volatile and could bind ORs, but larger ones (>7 Carbons?) are less volatile so I wouldn’t expect that they trigger ORs in the nose. Interesting abstract
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@hattaca
Hattie Chung
2 years
This was a big team effort with co-lead authors Alexandre Melnikov and Cristin McCabe, our mentors Aviv Regev and Orit Rozenblatt-Rosen, collaborators Sarah Mazzilli @DrSMazzand Avrum Spira, @insitubiology , and so many others! @broadinstitute @BU_Tweets /end
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@hattaca
Hattie Chung
7 years
@arjunrajlab Slightly diff: most great musicians also sight-read well. Scientific equiv. is spot-on critiques of problems in totally different field
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@hattaca
Hattie Chung
4 years
@Symbionticism Yes, was obsessed with this early postdoc ! NPs could have evolved from AMPs — early nerve nets evolved in marine organisms that swim in a solution full of bacteria with neurons exposed, perhaps could sense + process external bacterial info.
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@hattaca
Hattie Chung
4 years
@satijalab thank you Rahul!! Very clearly inspired by your original groundbreaking work (down to the name), of course :)
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@hattaca
Hattie Chung
2 years
We tested both plate-based (SMART-Seq2) and droplet-based (10X) snRNA-Seq in the mouse brain. Major cell types are all detected despite reduced RNA complexity.
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@hattaca
Hattie Chung
3 years
We also show comparisons to commercially available intracellular buffers as a technical note for the community that capturing intracellular vs. intranuclear targets may require different optimizations 2/n
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@hattaca
Hattie Chung
2 years
We applied snFFPE-Seq to a human lung adenocarcinoma sample. Gene detection was sparse, as expected, so we used an atlas to assign cell types to each nucleus. As a sanity check, we reciprocally examined top FFPE-derived marker genes in the atlas.
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@hattaca
Hattie Chung
4 years
SO excited for @cambearon !!
@cambearon
Cameron Myhrvold
4 years
Some exciting news - I will be joining the Department of Molecular Biology @Princeton as an Assistant Professor in January 2021! The Myhrvold Lab will develop CRISPR-based technologies for detecting and destroying RNA viruses, and for studying RNA more broadly @PrincetonMolBio
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@hattaca
Hattie Chung
4 years
What do we do w/ data? We model gene expression as a linear combination of protein levels to quantify how the expression of each gene changes wrt to protein levels. We did this genome-wide and found that gene modules coincide with specific TF effects!
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@hattaca
Hattie Chung
4 years
@meghan_daum I have a PhD and never ask to be called Dr (only when joking). But expert knowledge is increasingly disrespected in our society and if emphasizing & embracing status of PhDs collectively ⬆️ respect, then by all means! E.g., referring to priests as “reverend” is respectful.
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@hattaca
Hattie Chung
7 years
With mentorship from @AndyWeberNCB , we assessed state of knowledge on NK's bioweapons program started in the 1960s
@BelferCenter
Belfer Center
7 years
North Korea’s Biological Weapons Program: The Known and Unknown @hattaca
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@hattaca
Hattie Chung
1 year
I am infinitely grateful to my advisors @RoyKishony , Aviv Regev, and Fei Chen @insitubiology . Fei adopted me during his Year 0 as a junior faculty and has been an unwavering source of support, generosity, and boundless creativity. Without him, I wouldn't be where I am today.
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@hattaca
Hattie Chung
1 year
So many directions are brewing, and we can’t wait to start. We are recruiting at all levels. If you are interested, please reach out! We welcome all backgrounds – wet, dry, or amphibious.
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@hattaca
Hattie Chung
2 years
Many pathway signatures in databases have redundant and overlapping gene members (!). To avoid scoring the same genes repeatedly, we identified which signatures were redundant by using pairwise Jaccard similarity, and reduced into representative ones.
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@hattaca
Hattie Chung
7 months
We develop tools to study cellular heterogeneity and tissue remodeling in the context of ovarian aging and cardiovascular disease. Contact us:
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@hattaca
Hattie Chung
9 years
Hello twitter! Reviving my account after prodding from @cambearon
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@hattaca
Hattie Chung
1 year
We work at the interface of tech dev and computation. Our theme is hormone signaling, a fundamental driver of human health in aging, cardiovascular diseases, and cancer. With cutting-edge tools, we're taking on this age-old problem in new ways.
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@hattaca
Hattie Chung
2 years
Using the "meta-gene" counts matrix of reduced signatures, we clustered nuclei from lung adenocarcinoma FFPE. This unsupervised approach revealed distinct subpopulations that reflect upregulation of KRAS, downregulation of KRAS, and tumor suppressor PTEN programs!
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@hattaca
Hattie Chung
2 years
To highlight the potential for data-driven discovery, we created a computational approach: Gene Aggregation across Pathway Signatures (GAPS). Basically, we make a nuclei-by-signature matrix instead of nuclei-by-gene using known pathway signatures, but after a key step:
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@hattaca
Hattie Chung
4 years
@NTallapragada RNA velocity analysis?
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@hattaca
Hattie Chung
5 years
what an amazing work led by @CChu1989 ! very excited to have played a small part in showing how gut bacteria affect fear extinction learning
@CChu_89
Coco Chu
5 years
Check out our new paper #GutBrainAxis #Neuroimmunology #Microbiota Many thanks to our collaborators - it's a multidisciplinary project; we wouldn't be able to make it without your help!!
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@hattaca
Hattie Chung
3 years
As always, big thanks to my advisors Aviv Regev and Fei Chen, and special thanks to @naturemethods for making the review process thorough yet painless!
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@hattaca
Hattie Chung
1 year
And most of all, thank you to my better half @nsmoores for being a rock throughout this entire journey. Now we're both Yalies :)
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@hattaca
Hattie Chung
4 years
inCITE-seq also enables protein + RNA profiling in solid tissues. Intact whole cell dissociations are hard for solid tissues. Many original sc tools and CITE-seq were developed for free-floating cells like PBMCs. Single nucleus methods are v. good for solid/frozen tissues.
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@hattaca
Hattie Chung
7 years
Already used this to get much better annotations for bacterial proteins! Great tool
@Symbionticism
Seth Bordenstein
7 years
Amazing resource here -> PaperBLAST links 414,070 protein seqs to 746,192 science articles
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@hattaca
Hattie Chung
2 years
@ele_tt @aedicorato @broadinstitute This is so beautiful, congratulations Elena, Eran, and team !!
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@hattaca
Hattie Chung
4 years
@zurisullivan @RMedzhitov @ScienceMagazine Amazing work, congratulations Zuri!! 🤗
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@hattaca
Hattie Chung
5 years
Sartre would approve.
@OdedRechavi
Oded Rechavi
5 years
New peer-review format: The authors and the reviewers are isolated in a small apartment until the paper is accepted.
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@hattaca
Hattie Chung
6 years
@srikosuri @DrewEndy @reshmapshetty @bcanton @jrkelly @SuttonPhD You don’t know me but just wanted to say doing iGEM 2006 in high school & learning about your works & synbio made me go into research!
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@hattaca
Hattie Chung
3 years
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@hattaca
Hattie Chung
3 years
This project was an incredibly old “friend” that kept me company as I switched fields, and now wrapping up my postdoc in totally different areas 😅
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@hattaca
Hattie Chung
4 years
Finally, a huge thanks to the team! Chris Parkhurst is a postdoc with David Artis at @WeillCornell whose other life as an MD/PhD is a pulmonary critical care fellow. He sprinted to ship us samples the day before labs closed + had to treat COVID patients in NYC non-stop in March.
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@hattaca
Hattie Chung
2 years
Note: spatial genomics has been making rapid progress for FFPE (e.g. Visium, GeoMx), but they are not truly at single-cell scale *yet*. As these tools mature, we are excited about all the data integration possibilities.
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@hattaca
Hattie Chung
4 years
A fav observation was the relationship b/t NeuN protein and its encoding RNA Rbfox3. NeuN is an RNA-binding protein, and these typically negatively regulate their own transcripts. Our unspliced intron counts vs. mRNA for Rbfox3 hinted at this too!
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@hattaca
Hattie Chung
4 years
@seankenneths But we love your encyclopedic knowledge as a result 😅
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@hattaca
Hattie Chung
7 months
And we are very excited for our neighbor @jennkwanMDPhD to round out the space soon! :)
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@hattaca
Hattie Chung
4 years
@t_ouspenskaia they form fused, elongated, tubular networks under certain conditions! i saw a talk on this years ago, and was curious whether it has sth to do with increasing their surface area. here's a bioessay about mito networks: cc @LeifLudwig
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@hattaca
Hattie Chung
5 years
@laura_boykin @cambearon @The__Taybor Yay glad this resolved :) I’ve known Cameron for years as a colleague and friend, and he’s anything but some “punk” - he’s a very serious and rigorous scientist (also nice person)
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@hattaca
Hattie Chung
1 year
Our research spans various areas: spatiotemporal dynamics of ovarian aging (with star team @jenngarrison @tammyinlab @davidsebfischer + others), mapping PROTAC response with single-cell proteogenomics, and modeling multi-cell-type state transitions in spatial data.
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@hattaca
Hattie Chung
4 years
@vscooper how do i cite this
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@hattaca
Hattie Chung
4 years
@mashaals That is fantastic news, congratulations Mashaal!! 🥂
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@hattaca
Hattie Chung
4 years
These slides would be great material for any course in biophysics !
@WadhwaLab
Navish Wadhwa
4 years
1/3 I am doing something new (for me) for my talk tomorrow at the #apsmarch meeting. I will be using web-based slides, openly available at . If you have any suggestions on the slides, I would love to incorporate them into my talk tomorrow. #OpenScience
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@hattaca
Hattie Chung
2 years
@insitubiology Brainchild of @HuChenlei and the twitterless Kevin Chao
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@hattaca
Hattie Chung
7 years
Dima Ter-Ovanesyan @StanleyCenter @broadinstitute on exosome RNA seq as a diagnostic, even isolate cell type specific exosomes #SCSym17
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@hattaca
Hattie Chung
7 years
@arjunrajlab *not just critiques, also new ideas & solutions
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@hattaca
Hattie Chung
7 years
Amazing talk today @icouzin on the emergent property of fish moving together & how social behaviors propagate throughout a group
@icouzin
Iain Couzin
7 years
Thrilled, and more than a tad nervous, to be speaking at both @Harvard and @MIT today.
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@hattaca
Hattie Chung
2 years
@oana__ursu @genentech Woohoo! Congratulations Oana 🤗
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@hattaca
Hattie Chung
6 years
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@hattaca
Hattie Chung
2 years
@DrWilliamHwang @NatureGenet Congratulations Will, Karthik, Jimmy, Hannah, and team! So great to see it out!
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@hattaca
Hattie Chung
3 years
@tanlongzhi @BWFUND @KarlDeisseroth @HowardYChang Congratulations Tan!! Very well deserved 🎉
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@hattaca
Hattie Chung
4 years
where science is like art. our materials are the remnants & shadows of processes, and the reconstruction can be quite beautiful
@SteveStuWill
Steve Stewart-Williams
4 years
This photo of the sun might not look too impressive... until you realize it was taken at night – not looking up but looking down, through the entire Earth, using neutrinos rather than light. Amazing!
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@hattaca
Hattie Chung
3 years
Our work suggests that resistance mutations could be driven to extinction during early stages of infection by designing patient-specific antibiotic cycling strategies, informed by deep genomic surveillance.
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Hattie Chung
4 years
@HarmitMalik Sufficient to stop at: “You’ve had me at garlic” 😂
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Hattie Chung
2 years
@LGMartelotto Thanks so much Luciano! Likewise for scPATHO-seq :)
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Hattie Chung
4 years
@NavishWadhwa this is a historical gem. cc @curiouswavefn
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