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founder ceo @precigenetic (backed by 1517fund, OSV) | @penn comp bio+CS. 🇮🇳 🇺🇸 | the shackles of history are not as strong as you think.
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Nov 27 11 tweets 3 min read
In a surprising paper published in Nature, scientists accomplished what sounds impossible: using genes from a single-celled organism to create mouse stem cells, which eventually developed into a living, breathing mouse. Image Animal multicellularity emerged ~700mn years ago.

The genes in this study—from choanoflagellates, ancient single-celled organisms—are somewhat of evolutionary relics.

They predate multicellular life and now appear to have played a foundational role in animal development. Image
Nov 25 8 tweets 4 min read
A friend asked me to explain DNA, RNA, and epigenetics. he said that others had tried before, but it didn’t click for him.

I happen to play the piano, so I gave him a simple, albeit imperfect, analogy.

After this analogy, he finally understood! Here’s the piano analogy.

🧵 Image Imagine a piano with 30,000 keys. Each key represents a gene.

Nearly all of your somatic cells have the exact same piano—the same keys, the same genes. So why does a nerve cell look different from a cheek cell?

Because they’re playing different pieces on the identical pianos. Image
Image
Nov 22 19 tweets 6 min read
we recently saw an insane discovery in biology, which if true, in my opinion, makes extraterrestrial life far far more likely.

🧵 Image new research suggests that life on Earth became surprisingly complex very early, reshaping our understanding of life’s origins and its implications for the existence of life elsewhere in the universe. Image
Nov 1 8 tweets 2 min read
i had the chatGPT search extension on for about 10 minutes and reverted back to google and some plex. search holds potential, but here's why it's not good enough *yet*.

why: i want as many links as possible when researching. if i want something with context, perplexity will give me a long list of citations with a cohesive answer. chatGPT search is a nice addition to chatGPT itself, but it's not my search engine atm, unfortunately.

also, instead of making it the default search engine, installing an extension that overrides the default on chrome feels suss. but i'm going to wait to see if there's a reason for this. a few more notes: asking a followup has returned the same answer for me, similar to how perplexity was in its early days. the search query is not fully parsed and understood yet, especially when there's parts to the query.

o1 is a powerhouse. search is a welcome addition, but does not yet hold anywhere close to a competitive advantage.

i don't like that the extension necessarily overrides the search engine until you disable that setting. it's too early to fully commit to something like this and i wish there was so much more in the extension than this setting
Jul 8 15 tweets 5 min read
Schrödinger’s “What is Life?” is a book of magic

predicting phenomena decades before they were discovered empirically

the magic of physics : pivotal for developing molecular biology

I’ve read this book tens of times

let’s explore the key predictions.

🧵OPEN THE THREAD🧵Image aperiodic crystals
the book posited genetic information must be stored in some “aperiodic crystal,”

a stable molecular structure that could encode information in its configuration rather than through simple repetition

Franklin's DNA X-ray crystallography, decades later:Image
Jun 15 12 tweets 3 min read
there's a SIGNIFICANT piece of legislation which could change biopharma in america. no one seems to be talking about it on X.

BIOSECURE aims to decouple from Chinese contract firms. This could affect over 120 drugs in development.

let's talk about it. 🧵 the main issue at hand is the US biopharma's reliance on Chinese outsourcing for cost-effective research.

this comes with risks related to intellectual property (IP) theft and potential ties to the Chinese government. this is what BioSecure is about.
May 28 23 tweets 9 min read
Heard of Ozempic/Wegovy? These drugs are part of a class of medications called GLP-1 agonists.

In 2023, Science named GLP-1 agonists Breakthrough of the Year for their potential to combat "diabesity", 1 year after JWST won the same award. Let's ask why.

🧵OPEN THE THREAD🧵Image GLP-1 - glucagon-like peptide-1 - is a hormone that plays a key role in regulating blood sugar levels.

you may have heard of insulin-glucagon dynamics.

GLP1:
- enhances insulin secretion
- inhibits glucagon release
- slows gastric emptying, making you feel fuller for longer.Image
May 17 27 tweets 10 min read
Yes, mitochondria is the powerhouse of the cell.

...but their evolutionary origin is remarkable. Here is a thread devoted to these beautiful, strange structures, present in almost all our cells, allowing us to survive and thrive on earth.

🧵OPEN THE THREAD🧵Image As per the endosymbiont theory, mitochondria evolved from free-living bacteria (likely proteobacteria) engulfed by a larger host cell over a billion years ago through endosymbiosis.

Symbiosis-between two physically close organisms.
Endo-one inside the other.Image
May 10 26 tweets 8 min read
Marine viruses are remarkably abundant, diverse, and integral to the functioning of ocean ecosystems.

This thread will explain marine viruses and highlight the role of metagenomics in advancing our understanding of these entities. [Adopted from slides from my talk, 2021]

🧵Image Viruses are small. They have a protein capsid encapsulating genetic material in DNA/RNA.

Most marine phages are double-stranded DNA viruses w/ tailed morphologies~ from 20 nm to 200 nm.Image
May 9 16 tweets 6 min read
Today, AlphaFold 3 came to life.

A monumental leap toward the world of biomolecules.

Predicting structures across proteins, nucleic acids, and small molecules. The world just changed - let me try to break it down the best I can.

🧵OPEN THE THREAD🧵 Image Proteins undertake a vast array of functions from catalyzing metabolic reactions, copying DNA, responding to environmental stimuli, to forming the structural framework of the cell itself.

Each protein's function is intricately linked to its three-dimensional structure. Image
Apr 29 24 tweets 9 min read
Neuroscience has long been fascinated by the brain's complexity. one of its most intriguing aspects, degeneracy, remains a relatively obscure concept. Recently, Dr. Christophe Bernard explored degeneracy as a fundamental principle in neuroscience.

Let's explain this conundrum.Image What is degeneracy?
different structures
or processes
leading to same outcome
or functionImage
Apr 18 18 tweets 7 min read
In 2013, single-cell genomics was declared Method of the Year by Nature.

Now we have single-cell RNA sequencing (scRNA-seq), where we explore the intricate symphony of gene expression at the individual cell level.

🧵OPEN THE THREAD🧵Image The transcriptome is a complete set of RNA transcripts produced by the genome under specific circumstances or in a specific cell. It provides a snapshot of gene expression and regulation within a biological system. Image
Apr 17 15 tweets 5 min read
Protein folding is so important. In 2023, DeepMind won the $250,000 Lasker award for their solution to the problem. A lot of people have asked me to explain protein folding in simple, understandable terms.

Here is my attempt at explaining just the problem.

🧵OPEN THE THREAD🧵Image Understanding how a protein's amino acid sequence dictates its 3D shape—known as the "protein folding problem"—is a fundamental question in biology. Proteins are the workhorses of cells, and their functions depend on their shapes (structure).Image