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Posts by Gui Villagomez

picture credit:  Dr.Torsten Seemann (11 years ago!)

picture credit: Dr.Torsten Seemann (11 years ago!)

🧵 The Myth of Push-Button Bioinformatics
1/ Some think bioinformatics is just pressing a button:

🔘 RNA-seq Analysis

🔘 Make Fancy Figures

🔘 Submit to GenBank
If only it were that easy... but reality is very different.

1 week ago 6 1 1 0
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From fate to form: the journey to whole-embryo spatial transcriptomics - the Node Where molecules meet form I have long been interested in understanding how development emerges at the intersection of molecular and spatial organization.

From fate to form: the journey to whole-embryo spatial transcriptomics

In this 'Behind the paper' feature, @yinanwan.bsky.social shares the inside story of an ambitious journey with @schierlab.bsky.social & co.

thenode.biologists.com/from-fate-to...

2 weeks ago 17 6 1 2
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#SpatialTranscriptomics #CellSegmentation

FastReseg
github.com/Nanostring-B...

Using transcript scoring +"spatial doublet" test to rectify segmentation errors🥸

vs transcript-dominant approaches: Baysor Proseg

#SciReports 2025
www.nature.com/articles/s41...

1 month ago 10 3 0 0
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Jeff Bezos, one of the richest men on earth, is raising $100 billion to replace workers with robots around the world.

The oligarchs want it all. Not going to happen.

Stand up and FIGHT BACK.

1 month ago 16380 4885 677 248

Spectral multiplexing is typically limited to 4-5 channels. Our new preprint introduces a framework that utilizes DNA barcoding and signal tuning to enable robust spectral unmixing and ground-truth benchmarking to achieve 15-plex subcellular profiling without cycling
www.biorxiv.org/content/10.6...

1 month ago 79 27 2 0
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Aristaless-Like homeoboX 1 as a transcriptional determinant of extraocular muscle progenitor

Global KO🐭
Mesp1+ cranial mesoderm KO🐭
Wnt1+ cranial neural crest KO🐭

ALX1 is a causal gene of👤Frontonasal dysplasia-3

@paul-iyyanar.bsky.social #DisModelMech 2026
journals.biologists.com/dmm/article/...

1 month ago 7 1 0 0

Ep 27- have you heard deep learning called a "black box"? It often is, but this week, @erinweisbart.bsky.social tells @bethcimini.bsky.social about a cool paper from the @assafzaritsky.bsky.social team (and Erin!) using DL to make Cell Painting even more powerful, but still interpretable. So fun!

1 month ago 7 4 1 2
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Neural crest gene regulatory networks as drivers of development, diversification and disease Nature Reviews Molecular Cell Biology, Published online: 04 March 2026; doi:10.1038/s41580-026-00949-1Neural crest cells (NCCs) are multipotent stem cells whose activation, migration and diversification are tightly controlled by gene regulatory networks that shape NCC function in vertebrate development, evolution, tissue repair and disease.

ICYMI: New Online! Neural crest gene regulatory networks as drivers of development, diversification and disease

1 month ago 6 1 0 0
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Accessory subunits of PRC2 mimic H3K27me3 to restrict the spread of Polycomb domains Some proteins mimic the repressive mark H3K27me3, but the physiological relevance of this phenomenon was unclear. Agius et al. show that the PRC2 subunits JARID2 and PALI1 mimic H3K27me3 to antagonize...

1/ 🧵 In our new paper, we show that JARID2 and PALI1 mimic H3K27me3 to antagonise PRC2. www.cell.com/molecular-ce...

1 month ago 59 25 1 2
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We're excited to announce that registration for our upcoming Spatial Omics workshop has opened!

Details in 🧵

1 month ago 3 2 1 0
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A Visual Guide to DNA Sequencing.

Learn how different DNA sequencing technologies work, from Sanger sequencing to Illumina to nanopores. (Complete with illustrations!)

Written by Evan DeTurk. Illustrated by Ella Watkins-Dulaney.

1 month ago 12 5 1 1
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🚨Next DevBioConnect on the way

Developmental Biology Author webinar featuring Dr. Diana L. Carlone & Dr. Emil Kriukov 📷

🗓️Mar. 10th, 2026
⏰11 am–12 pm CST

docs.google.com/forms/d/e/1F...

@socdevbio.bsky.social

www.sdbonline.org/meeting?Reso...

1 month ago 8 6 0 2
Development presents... 

Wednesday 25 February – 15:00 GMT/UTC
Chair: Polina Kameneva

Joaquín Navajas Acedo (University of Basel)
‘Spatiotemporal emergence of somatosensory neuron diversity’

Carlo Donato Caiaffa (Universidade de São Paulo)
‘Decoding the role of HNRNPH2 in neural development using brain organoids and antisense oligonucleotides’

Clarisse Brunet (Institut Curie)
‘Decoding the gliogenic switch: how human brain organoids reveal the secrets of glial cell fate’

#DevPres @dev-journal.bsky.social
theNode.biologists.com/devpres

The Company of Biologists logo 
Development logo

QR code

Development presents... Wednesday 25 February – 15:00 GMT/UTC Chair: Polina Kameneva Joaquín Navajas Acedo (University of Basel) ‘Spatiotemporal emergence of somatosensory neuron diversity’ Carlo Donato Caiaffa (Universidade de São Paulo) ‘Decoding the role of HNRNPH2 in neural development using brain organoids and antisense oligonucleotides’ Clarisse Brunet (Institut Curie) ‘Decoding the gliogenic switch: how human brain organoids reveal the secrets of glial cell fate’ #DevPres @dev-journal.bsky.social theNode.biologists.com/devpres The Company of Biologists logo Development logo QR code

📢Register for our #DevPres webinar on neurodevelopment

The webinar, chaired by Polina Kameneva, features talks from Joaquín Navajas Acedo @mads100tist.bsky.social, Carlo Donato Caiaffa & Clarisse Brunet @clarissebrunet.bsky.social.

🗓️25 February, 15:00 GMT/UTC

us02web.zoom.us/webinar/regi...

2 months ago 27 12 0 7
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The $100 whole human genome sequence finally reached!
www.sandiegouniontribune.com/2026/02/19/s...

2 months ago 257 77 12 11
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Ancestry and somatic profile indicate acral melanoma origin and prognosis - Nature Analysis of the somatic and transcriptomic profile of 123 acral melanoma samples from Mexican patients helps understand tumour origins and prognosis, and highlights the importance of including samples...

We are very happy to see our study finally appear online @nature.com! This has been work of nearly 10 years in collaboration with the National Institute of Genome Medicine 🇲🇽, the National Cancer Institute 🇲🇽, the @sangerinstitute.bsky.social and others ⬇️

www.nature.com/articles/s41...

2 months ago 90 41 14 3
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🧵 10 free bioinformatics tools you should know in 2026. These will save you time, money, and headaches.

2 months ago 9 3 2 1
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anndataR: converting single-cell data, from R to python and back tomsing1.github.io/blog/posts/a... #Rstats

2 months ago 8 4 0 0
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Demystifying Oral Epithelial Dysplasia: a histological guide

Enhanced interpretation of WHO 28 features

Normal oral mucosa variants

Core architectural & cytologic abnormalities

#Pathology 2024
www.pathologyjournal.rcpa.edu.au/article/S003...

2 months ago 5 3 0 0
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Mosaic partial epidermal reprogramming remodels neighbors and niches to refine skin homeostasis and repair @natcomms.nature.com
www.nature.com/articles/s41...

2 months ago 9 3 0 0
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New paper out today, 'Global North-South science inequalities due to language and funding barriers'

We highlight how language and funding barriers can compound inequity and offer practical recommendations to bridge these gaps.

Read the Open Access paper here! 👉 tinyurl.com/654ztk3w

2 months ago 27 12 1 1
Neural crest contribution to craniofacial structures and phenotypic variation

Neural crest contribution to craniofacial structures and phenotypic variation

#DBfeature

Bones, brains, and bias—neural crest cell contribution to craniofacial structure

Active Learning Assignments for craniofacial perception & normal phenotypic variation

by Jeffrey Carmichael, Diane Darland et al
www.sciencedirect.com/science/arti...

2 months ago 10 7 1 0
Figure 2 The dimensions of cancer
CREDIT Hanahan - Cell.

Figure 2 The dimensions of cancer CREDIT Hanahan - Cell.

An update to the Hallmarks of Cancer framework for understanding (and researching) what causes human cancers. spkl.io/63321Aqwbc

Douglas Hanahan
@cp-cell.bsky.social

2 months ago 21 10 0 10
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Review @natprot.nature.com @garybader.bsky.social
Tutorial: annotation of animal genomes
www.nature.com/articles/s41...

2 months ago 5 3 0 0
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EGFR signaling in the tissue around oral cancers increases nerve sensitivity and impairs opioid efficacy
www.science.org/doi/10.1126/...

2 months ago 3 1 0 0
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This review reflects on a journey I’ve been lucky to witness closely:
◼️ The transformation of single-cell proteomics from a fragile idea into a powerful discipline.

The technological progress towards deeper coverage and higher throughput is fast and exciting, but what excites me most is ...

1/n

2 months ago 8 2 1 0
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🚨Next DevBioConnect on the way‼️
Developmental Biology Author webinar

by Dr. Alexa Burger & Dr. Robert Huebner

🗓️ Feb 10th, 2026
⏰ 11 am–12 pm CST

To Register
forms.gle/4J192L42y6sg...

@socdevbio.bsky.social
@aburger2009.bsky.social

2 months ago 11 7 0 0
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#SpatialTranscriptomics
Visium
+ scRNAseq

Oral Squamous Cell Carcinoma
vs paired Oral Leukoplakia vs normal tissues

Inhibin A+ monocyte enriched in premalignant OLK lesions

1⃣Mesenchymal CAF 2⃣APOE+NRG1+ Mφ 3⃣TNFRSF4+ Treg ⬆️with tumor progression

#CellDiscov 2023
www.nature.com/articles/s41...

3 months ago 3 2 0 0
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A competition model of multilineage priming and cell-fate decisions In development, cells navigate highly complex gene-regulatory landscapes to make fate choices. Steinschaden et al. synthesize concepts of multilineage priming, microheterogeneity, and collective multi...

Our review “A competition model of multilineage priming and cell-fate decisions” is out: www.cell.com/cell-reports...

3 months ago 30 11 0 0
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Peer Bork died yesterday 💔 which shocked me. In 2003 I did a short-term fellowship in Peer’s lab because I idolized him. I met Martin there & we wrote this paper together. Peer was great at bringing people together; a master collaborator with a rare ability to think up big ideas.

3 months ago 43 6 1 0
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Non-negative matrix factorization is a commonly used technique in genomics data analysis.

Read my tutorial on how you can use it for single-cell RNAseq data divingintogeneticsandgenomics.com/post/matrix...

3 months ago 5 1 1 0