Mike Inouye Profile Banner
Mike Inouye Profile
Mike Inouye

@minouye271

7,500
Followers
459
Following
2,854
Media
25,627
Statuses

Computational biologist. Geriatric millennial. American Australian. Professor @Cambridge_Uni . Director of Data Sciences @BakerResearchAu . Director @CamBakerSGI .

Cambridge, UK
Joined January 2016
Don't wanna be here? Send us removal request.
@minouye271
Mike Inouye
5 years
This zombie snail. A parasitic worm Leucochloridium has taken over its motor functions and eye stalks, making them into caterpillar mimics so birds will eat them. The worm can then reproduce in the bird's GI tract, eventually transmitting via its faeces 🤯
5K
34K
87K
@minouye271
Mike Inouye
5 years
This insanely cool dynamic history of infectious diseases before/after vaccines. Makes you want to stand up and cheer every time a disease bar goes green and slams down 👨🏻‍🔬👩🏽‍🔬 Another big h/t to u/rarohde
108
5K
9K
@minouye271
Mike Inouye
4 years
After hours and hours of editing... this
Tweet media one
43
831
6K
@minouye271
Mike Inouye
6 years
Some of the best mimicry I've ever seen (from )
54
2K
6K
@minouye271
Mike Inouye
2 years
Ok who did this
Tweet media one
131
426
5K
@minouye271
Mike Inouye
6 years
Holy moly, this crow is snowboarding! ....we are not alone
12
252
1K
@minouye271
Mike Inouye
1 year
Dear Parents in Science, @daniela_witten has our all of our backs
Tweet media one
13
218
968
@minouye271
Mike Inouye
6 years
Yet another incredible case of (aggressive) mimicry! An orchid mantis
11
264
910
@minouye271
Mike Inouye
6 years
This is an awesome catalogue of postdoc funding opportunities: >230 grant schemes worldwide w/ links, duration, eligibility (h/t @DieterLukas @Jquintanalcala @khanaziz84 )
7
629
712
@minouye271
Mike Inouye
7 years
Looking at lots of manuscripts and CVs at the moment & thought of this fantastic guide to better tables. Simplicity + elegance!
7
229
501
@minouye271
Mike Inouye
1 year
📣📣 Latest paper from the lab just out @Nature ! An atlas of genetic scores to predict multi-omic traits A new community resource to genetically impute multi-omics data at population-scale. Check out OmicsPred portal
12
173
480
@minouye271
Mike Inouye
5 years
Yes!!! r/gifs
7
153
450
@minouye271
Mike Inouye
4 years
The 9 types of PIs
Tweet media one
12
131
441
@minouye271
Mike Inouye
5 years
Pretty cool. Mapping the evolution of our alphabet
Tweet media one
2
139
435
@minouye271
Mike Inouye
7 years
We have reached peak GWAS.
@biorxivpreprint
bioRxiv
7 years
Genome-Wide Association Studies Identify 15 Genetic Markers Associated with Marmite Taste Preference #bioRxiv
4
27
29
11
185
391
@minouye271
Mike Inouye
1 year
Cat's a bit out of the bag so just a brief 📣 I've recently been elected to the Professorship in Systems Genomics & Population Health @Cambridge_Uni 😊 More news to come but for now just want to highlight the lab's amazing current/past research+people! 👏
62
16
388
@minouye271
Mike Inouye
2 years
🎉🎉🎉🎉 Our paper out today @NatureGenet on the combined effects of host genetics and diet on human gut microbiota and incident disease So many goodies in here re LCT/Bifido, ABO/F.lactaris, Morganella->depression Co-led w/ the fab @QinYouwen @phylogeo !
Tweet media one
Tweet media two
Tweet media three
Tweet media four
7
103
372
@minouye271
Mike Inouye
2 years
Postdocs: We deserve higher salaries! Students: We deserve higher stipends! PIs: There's not enough money in the system! Journals raking millions in APC revenue: 🤫🤫🤫
7
34
359
@minouye271
Mike Inouye
7 years
If u want to learn statistics in bite-sized chunks, check out the excellent fiveMinuteStats from @mstephens999 & co
Tweet media one
4
198
353
@minouye271
Mike Inouye
7 years
Respiratory systems are incredible things! Here's an elegant comparison across species
6
219
337
@minouye271
Mike Inouye
2 years
Anyone asks you "what ever has GWAS done for biology?" hand them A brief history of human disease genetics High profile examples: -complement pathway in acute macular degeneration -synaptic pruning in schizophrenia -autophagy in inflammatory bowel disease
5
101
297
@minouye271
Mike Inouye
4 years
So this. h\t @phylogeo
Tweet media one
3
82
290
@minouye271
Mike Inouye
7 years
Months 3 - 17 of being a new parent #DataIsBeautiful
Tweet media one
14
105
285
@minouye271
Mike Inouye
1 year
Academic cheat code: Ignore all manuscript formatting requirements prior to in-principle acceptance. Nearly every journal worth a damn does not enforce them until that point.
@paimadhu
Madhu Pai, MD, PhD
1 year
Remember all the reformatting we do for different journals? It comes at a massive cost! " 2.5 billion USD could be lost between 2022 and 2030—solely due to reformatting articles after a first editorial desk rejection"
Tweet media one
10
114
245
15
48
281
@minouye271
Mike Inouye
5 years
Any baby or child in England admitted to intensive care with an unexplained condition will now be eligible, together with their parents, for whole genome sequencing. Amazing job by the Next Generation Children Project
3
95
265
@minouye271
Mike Inouye
7 years
Merry single-cell christmas!
Tweet media one
4
88
260
@minouye271
Mike Inouye
3 years
When this is all over I'm flying to Switzerland
22
25
256
@minouye271
Mike Inouye
2 years
Human genetics evidence supports two-thirds of the 2021 FDA-approved drugs
Tweet media one
4
68
257
@minouye271
Mike Inouye
4 years
Like clockwork @redpenblackpen
Tweet media one
5
66
253
@minouye271
Mike Inouye
3 years
Operational Genomic Units (OGUs) enable effective, phylogeny-aware analysis of even shallow metagenome community structures
Tweet media one
2
77
248
@minouye271
Mike Inouye
3 years
What a wonderful primer! This captures nearly 15 years worth of methods research on GWAS. Looking back on it now, presented like this... just wow, what a fantastic community 🕺🏽😁
Tweet media one
Tweet media two
Tweet media three
Tweet media four
1
77
242
@minouye271
Mike Inouye
4 years
PI to student: "Hey, I just saw this new preprint for [Tool X], why don't you run it on these data and see if it works"
7
24
244
@minouye271
Mike Inouye
7 years
In case there was any doubt about how cool Japan is, here's some robotic fish
8
149
235
@minouye271
Mike Inouye
2 years
Nearly 10k healthy population-based individuals with blood shotgun metagenomics. Does human blood have a microbiome? No. Does human blood sometimes have transient microbes from other body sites? Yes.
Tweet media one
Tweet media two
9
84
241
@minouye271
Mike Inouye
3 years
Super excited for dual publication of the: - @PGSCatalog resource paper @NatureGenet - PRS Reporting Standards (PRS-RS) @nature Fantastic collabs w/ @genandgenes @hannah_wand @iamslambert @JALMacArthur @DrP_stuff & many more!
Tweet media one
Tweet media two
7
73
235
@minouye271
Mike Inouye
11 months
DNA methylation networks underlying mammalian traits -Methylation in ~15,000 samples across 348 mammalian species -Divergence of DNA methylation mirrors genetic evolution -Methylation signatures in long lived species (eg HOXL, OCT4, SOX2, and NANOG)
Tweet media one
0
68
232
@minouye271
Mike Inouye
2 years
📣📣📣 Massive new paper from the lab!! An atlas of genetic scores to predict multi-omic traits. OmicsPred portal (revamped) w/scores, summaries, viz etc👉 Led by the excellent @IamYuXu w/huge contributions from many collaborators
Tweet media one
Tweet media two
Tweet media three
Tweet media four
3
73
233
@minouye271
Mike Inouye
2 months
Required reading for anyone working in (gen)omics
Tweet media one
4
29
230
@minouye271
Mike Inouye
6 years
In case you freakin’ missed it, here’s the first photo of an electron’s orbital around a hydrogen atom.
Tweet media one
2
106
216
@minouye271
Mike Inouye
5 years
More cellular drama! A red killer T cell latches onto a cancer cell and rolls it around, all while injecting it with cytotoxins. Great work by Gillian Griffiths and co @TheCIMR @Cambridge_Uni <- so many more cool vids in this paper
4
79
207
@minouye271
Mike Inouye
4 years
IT BEGINS: 90 year-old Margaret Keenan from Enniskillen in N Ireland has become the first person in the world to receive the Pfizer/BNT vaccine against Covid, outside trial conditions. She received the injection from Matron May Parsons at Uni Hospital in Coventry at 06:30 GMT.
2
33
203
@minouye271
Mike Inouye
4 years
I've posted my #ESHG2020 talk on opportunities and challenges for polygenic risk scores in the clinic here for everyone to access (with audio!) Fantastic talks all round!
11
53
193
@minouye271
Mike Inouye
5 years
Just up on biorxiv: We've used meta-scoring and the amazing @uk_biobank to construct the most powerful stroke GRS to date. GRS is now a stronger predictor than family history and comparable to other conventional risk factors (smoking, BMI, blood pressure)
Tweet media one
Tweet media two
7
71
185
@minouye271
Mike Inouye
4 years
Wonderful to see our latest @NatureComms dissecting the genetics of neonatal gene expression & its links with immune diseases! Loads of goodies: (response) eQTLs in T cells & monocytes/macrophages, colocalisation, mediation & MR. Well done @qinqin_huang !
Tweet media one
Tweet media two
Tweet media three
Tweet media four
2
67
182
@minouye271
Mike Inouye
4 years
Preprinting = single most effective thing a new PI can do. Since 2013 our lab policy is to preprint *every* paper. It's been hugely positive in every way including raising funds. Only once did it affect journal consideration & we successfully argued against that journal's policy.
@jodieingles27
A/Prof Jodie Ingles
4 years
What’s your strategy for submitting work to preprint servers? Do you submit every paper? Does it ever impact journal review? Are there some papers you strategically choose not submit? Thanks! #AcademicChatter
9
4
14
3
30
181
@minouye271
Mike Inouye
4 years
👉Estimate age for >45M human SNPs 👉SNP age & frequency across geography 👉Value of age for interpreting SNP function & selection 👉Approach for inferring shared genomic ancestry & quantify genealogy thru time Atlas of Variant Age
Tweet media one
4
66
178
@minouye271
Mike Inouye
3 years
Super excited to go live with OmicsPred!! OmicsPred is a resource for predicting multi-omics data directly from genotypes. It's based on a single cohort (INTERVAL) with extensive multi-omics data which we use to train genetic scores (using Bayesian Ridge)
Tweet media one
Tweet media two
Tweet media three
Tweet media four
4
68
171
@minouye271
Mike Inouye
4 years
The first big UKB exomes paper out in @nature : "Exome sequencing and characterization of 49,960 individuals in the UK Biobank". Just a taste during the build up to the full 500K exomes being released.
Tweet media one
Tweet media two
Tweet media three
Tweet media four
2
54
169
@minouye271
Mike Inouye
6 years
The Great Wave, Candida medium @DrKatHolt 😄
Tweet media one
2
51
170
@minouye271
Mike Inouye
8 years
Every young scientist should be listening to George Church ( @geochurch )
Tweet media one
0
154
171
@minouye271
Mike Inouye
5 years
One of the many positive impacts of @biorxivpreprint on genomics is our refocusing on the actual content of papers. People just aren't noticing as much in which journals papers end up being published. As a field, our research has sped up & we're all more widely read. 👌👌👌
0
30
167
@minouye271
Mike Inouye
6 years
WGS of 4,810 Singaporeans (2,780 Chinese, 903 Malays, 1,127 Indians) at 13X depth: >40M new SNPs/indels (not in dbSNP) 126 new common deleterious mutations Fine scale genetic structure that empowers genetics-based discovery in diverse ethnicities
@biorxivpreprint
bioRxiv
6 years
Large-scale whole-genome sequencing of three diverse Asian populations in Singapore #bioRxiv
0
27
63
2
77
162
@minouye271
Mike Inouye
5 years
Many noting the shifting x-axis (to keep up with the frequent crashing of ID cases). Be sure to watch to the end for a striking zoom out of all the changes.
2
13
155
@minouye271
Mike Inouye
3 years
Immensely proud of this one! A deep dive into race/ethnicity/ancestry and the problematic language of human genetics... examples, PCA pitfalls, social environment and more. With the incomparable @ewanbirney @JenniferRaff @AdamRutherford @aylwyn_scally 👉
Tweet media one
10
66
159
@minouye271
Mike Inouye
6 years
Shoe shopping will never be the same
Tweet media one
2
39
154
@minouye271
Mike Inouye
5 years
Right so that's 3.2M impressions and not slowing down It doesn't matter anymore if my PRS research transforms healthcare, there's no way I'm living this tweet down
@minouye271
Mike Inouye
5 years
This zombie snail. A parasitic worm Leucochloridium has taken over its motor functions and eye stalks, making them into caterpillar mimics so birds will eat them. The worm can then reproduce in the bird's GI tract, eventually transmitting via its faeces 🤯
5K
34K
87K
20
31
148
@minouye271
Mike Inouye
3 years
WOOT!📣 Our integrative analysis linking the plasma proteome with polygenic risk of CAD, T2D, stroke, CKD is out @NatMetabolism . Led by the exceptional @sritchie73 Our take: Polygenic scores can be used to uncover (potentially druggable) disease biology☺️
Tweet media one
Tweet media two
Tweet media three
Tweet media four
1
30
147
@minouye271
Mike Inouye
6 years
I am thankful for @PreetBharara 's podcast
3
7
136
@minouye271
Mike Inouye
1 year
Polygenic scores confer unmodifiable risk of disease right? Maybe not There are (druggable) proteins that are downstream mediators of polygenic risk And OmicsPred analysis in UKB identified 8 of 11 protein mediators of the CAD PRS
Tweet media one
Tweet media two
Tweet media three
Tweet media four
3
36
144
@minouye271
Mike Inouye
11 months
Brief 🧵: The exodus of early career researchers from academia is linked to PI behaviour. There are very serious and high-profile examples of course, some of which may even break the law, but PIs also need to appreciate their day-to-day behaviour also profoundly affects ECRs.
5
20
141
@minouye271
Mike Inouye
11 months
Very cool tech 👉 A genome-wide atlas of human cell morphology Multiple genome-scale genotype-phenotype maps using >20,000 single-gene CRISPR-Cas9-based knockout experiments in >30 million cells
Tweet media one
Tweet media two
Tweet media three
0
32
138
@minouye271
Mike Inouye
1 year
This study is a bit of a thunder bolt. ~80% of genes DE b/n living & postmortem human brain No eQTL analysis. Surely that's to come. Incredibly important to see extent of (post mortem) effect modification... maybe a lot of GWAS loci to reinterpret 😕
10
23
138
@minouye271
Mike Inouye
2 years
Very insightful Q&A with polygenic score experts just published in @NatureRevGenet . Including the incomparable @genetisaur @cathrynlewis @nilanjan10c @samrip @iftikhar_kullo +1 👉 Read only 👉
Tweet media one
2
48
137
@minouye271
Mike Inouye
2 years
Spoiler alert ‼️ Y'all a computational biologist (Syabira Yusoff, PhD) just won the Great British Bake Off LinkedIn 👉
5
15
135
@minouye271
Mike Inouye
7 years
Mind blowing 👉 the protein folding problem is essentially solved. This was the original grand challenge in computational biology. If ur a grad student, consider going back to the future cuz synthetic protein design could change _everything_
4
81
130
@minouye271
Mike Inouye
1 year
Nice succinct research briefing of OmicsPred from @IamYuXu @sritchie73 -> Source paper ''An atlas of genetic scores to predict multi-omic traits"
Tweet media one
0
34
134
@minouye271
Mike Inouye
4 years
I wish someone had warned me how much of my research career would happen over the phone. After 15 years of morning, day and evening telecons, here are my top 5 tips for good telecon science.
Tweet media one
6
32
130
@minouye271
Mike Inouye
6 years
Excited to announce I've taken up a joint position @BakerResearchAu & @CAMBRIDGE_CEU @DPHPC to head up the new Cambridge Baker Systems Genomics Initiative! We're tackling big questions in multi-omics, genomic AI/IA and disease prediction.
11
28
126
@minouye271
Mike Inouye
1 year
PSA: If you're analysing the UK Biobank Nightingale metabolomics data, be sure to check out @sritchie73 's work on technical effects, quality control and normalisation Code (ukbnmr):
2
40
127
@minouye271
Mike Inouye
7 years
Latest @NatureGenet : Classification of common human diseases derived from shared genetic and environmental determinants. Very cool.
Tweet media one
Tweet media two
Tweet media three
Tweet media four
2
91
121
@minouye271
Mike Inouye
4 years
Born under lockdown and destined to be a bookworm 🥰
Tweet media one
5
1
126
@minouye271
Mike Inouye
1 year
Cool preprint. Using DNA variation to predict gene expression in single cells is challenging but possible Via transfer learning with a pre-trained epigenomic model to create gene embeddings that capture sequence logic of transcriptional regulation
Tweet media one
Tweet media two
Tweet media three
Tweet media four
1
32
125
@minouye271
Mike Inouye
1 year
Now published @NatureHumBehav : African genomes hold the key to accurate genetic risk prediction From @SFatumo and me
Tweet media one
0
45
123
@minouye271
Mike Inouye
3 years
The carbon footprint of bioinformatics Fantastic work by @Jason_Grealey @Loic_Lnlg and co to quantify the CO2 emissions of common bioinformatic tools and practices! Our emissions tool:
Tweet media one
Tweet media two
Tweet media three
Tweet media four
3
46
119
@minouye271
Mike Inouye
6 years
Our latest now published in JACC @JACCJournals Genomic Risk Prediction of Coronary Artery Disease in 480,000 Adults: Implications for Primary Prevention. A fantastic collaboration of the @uk_biobank CardioMetabolic Working Group!
Tweet media one
4
85
119
@minouye271
Mike Inouye
2 years
Finally!! @bvilhjal @privefl & co have given us a paper showing how powerful multi-PGS is for a wide range of traits! 👏😁
Tweet media one
5
27
118
@minouye271
Mike Inouye
2 years
WOOT!! 🎉🎉 A wonderful paper led by PhD student Yang Liu just published in @Cell_Metabolism : "Early prediction of incident liver disease using conventional risk factors & gut-microbiome-augmented gradient boosting"
Tweet media one
Tweet media two
Tweet media three
Tweet media four
2
25
114
@minouye271
Mike Inouye
4 years
Keep seeing this over and over. The machine learning researcher with the best and most robust results is not necessarily the one using the most sophisticated algorithms. Instead they are meticulous with their data wrangling, quality control, normalisation, and model fitting.
3
19
114
@minouye271
Mike Inouye
4 years
WOOT! An in-depth analysis of machine and deep learning approaches for polygenic scores of blood cell traits Fantastic work led by @IamYuXu with many fab contributors @Jason_Grealey @iamslambert @nicolesoranzo @d__vuckovic @sritchie73 et al!
Tweet media one
Tweet media two
Tweet media three
Tweet media four
6
41
110
@minouye271
Mike Inouye
4 years
GenZ: Scientific writing is difficult if you don't have the recipe. Well, here's the recipe.... and to get your attention here's a baby platypus.
Tweet media one
Tweet media two
2
44
111
@minouye271
Mike Inouye
3 years
📣 The @ICDAbio PRS Task Force just published this fantastic piece @NatureMedicine on the potential benefits, risks & remaining gaps for the responsible use of PRSs in the clinic Such an exceptional and multidisciplinary group of experts! 👏👏👏🎉
1
53
111
@minouye271
Mike Inouye
4 years
Tweet media one
6
16
109
@minouye271
Mike Inouye
4 years
Masterchef but for bioinformatics
14
3
110
@minouye271
Mike Inouye
7 years
When making figures remember that 6% of men (0.5% of women) have this color spectrum.
Tweet media one
6
77
108
@minouye271
Mike Inouye
4 years
😂🤔🤔
Tweet media one
1
9
107
@minouye271
Mike Inouye
5 months
Just out at @GenomeMedicine : our review on recent advances in polygenic scores: translation, equitability, methods and FAIR tools Well done to the team @RXiang5 @iamslambert Martin Kelemen @IamYuXu @DrP_stuff @HarrisWiseman !
Tweet media one
1
32
107
@minouye271
Mike Inouye
9 months
Latest from @xilin_jiang , Alkes Price, Gil McVean and co 👉 Age-dependent topic modeling of comorbidities in UK Biobank identifies disease subtypes with differential genetic risk
Tweet media one
Tweet media two
Tweet media three
Tweet media four
1
41
108
@minouye271
Mike Inouye
5 years
Students and postdocs in genomics: If you read one book this year, please make it John Sulston's seminal The Common Thread. If you're wondering how the genomics field came to be, why we collaborate, share, and ultimately preprint everything - this is it
Tweet media one
3
10
103
@minouye271
Mike Inouye
2 years
Prohibit. Confiscate. Scrap. Shred. Australia did it and you can too.
Tweet media one
3
16
106
@minouye271
Mike Inouye
5 years
It's that time of year - Xmas wreathes for computational biology!
Tweet media one
Tweet media two
2
22
106
@minouye271
Mike Inouye
2 years
WFH done right
Tweet media one
6
5
105
@minouye271
Mike Inouye
5 years
This classic of Th2 immunity. Eosinophils have important roles in promoting allergy, asthma and autoimmunity. But if you give them a parasite, like this nematode (roundworm), they get the job done. (and interestingly eicosanoid lipids are mediators)
4
36
104
@minouye271
Mike Inouye
6 years
The life cycle of the nectar of the gods 🙇🏻‍♂️
Tweet media one
3
33
101
@minouye271
Mike Inouye
3 months
🎉📣 Latest preprint from the lab: Genome-wide analyses of variance in blood cell phenotypes provide new insights into complex trait biology and prediction Led by the exceptional @RXiang5 (now head of comp bio at AgriBio @VicGovAg )!
Tweet media one
Tweet media two
Tweet media three
Tweet media four
3
31
102
@minouye271
Mike Inouye
2 years
Can I just say that the recent focus of statistical genetics on transferability/fairness/equity of polygenic scores across ancestries and other demographies is the single greatest cultural shift I've seen since the HGP. Simply phenomenal.
2
10
100