iiinova — where your digital self keeps evolving

Sudhakaran Prabakaran @sudhakaran.bsky.social · 06/05/2026

great to see the TransCODE Consortium's new @Nature paper on microproteins and "peptideins" — a major step for the field. we've been chasing this since 2014, when our @NatureComms paper first showed noncanonical proteins are biologically regulated, not noise. www.nature.com/articles/s41...

nature.com

Expanding the human proteome with microproteins and peptideins - Nature

A large-scale proteomics analysis of the dark proteome by the TransCODE Consortium reveals many translated non-canonical open reading frames to encode microproteins and peptideins.

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 05/05/2026

GenomeIndia maps 130 million variants — a landmark. but it covers only 2% of the genome. most disease-associated variants lie in the other 98% — the dark genome. unlocking it would make it a genuinely predictive tool for precision medicine.

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 01/05/2026

he asked the right questions and built the institutions to pursue them. that's the legacy.

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 01/05/2026

he also didn't work alone. Hamilton Smith and Clyde Hutchison co-built the synthetic biology program. Claire Fraser's team at TIGR laid the foundation in the 1990s. the maverick framing erases all of that.

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 01/05/2026

that result connects to my book Eclipsed Horizons. the dark genome — 98% of human DNA — encodes 250K+ novel proteins. my Homo minimus thought experiment hits the same paradox: compress the genome and the unknowns are what you cannot afford to lose.

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 01/05/2026

JCVI-syn3.0 (2016) stripped a bacterial genome to 473 genes. 149 of them had no known function. a third of the minimum for life — unknown. that detail rarely makes the obituaries.

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 01/05/2026

his most consequential work wasn't the genome race. it was the question that followed: what is the minimum a cell needs to be alive?

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 20/03/2026

soham sudhakaran, my son, just published his first paper as first author in BMC Gastroenterology as a senior in high school. a study of 5,094 IBD patients identifying 22 comorbidity associations, including 3 novel findings. proud of him & grateful to our co-authors. pubmed.ncbi.nlm.nih.gov/41832425

pubmed.ncbi.nlm.nih.gov

Beyond the bowel: novel comorbidity patterns in inflammatory bowel disease from the all of us research program - PubMed

Beyond the bowel: novel comorbidity patterns in inflammatory bowel disease from the all of us research program

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 13/03/2026

My book: Eclipsed Horizons: Unveiling the Dark Genome is now available on Amazon and major bookstores worldwide. www.amazon.com/dp/1800618263

amazon.com

Eclipsed Horizons: Unveiling the Dark Genome

Eclipsed Horizons: Unveiling the Dark Genome: 9781800618268: Medicine & Health Science Books @ Amazon.com

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 06/03/2026

teaching a NEW short course at @PEGSummit Boston on May 12 — "The Dark Proteome: Unlocking Novel Targets for Next-Gen Biologics." join me → pegsummit.com #DarkProteome #pegsboston #proteinengineering #antibodydiscovery #biotherapeutics #drugdevelopment #pegsummit

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 03/03/2026

4/ All of this is in my book "Eclipsed Horizons: Unveiling the Dark Genome" — out now from World Scientific. #DarkGenome #Genomics #Astrobiology #DrugDiscovery

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 03/03/2026

3/ We also discussed the math: using information theory & Shannon entropy, I calculated the minimum viable human genome for space survival — ~1.2 billion base pairs. I call it "Homo minimus."

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 03/03/2026

2/ We've cataloged 250,000+ novel "dark proteins" from these overlooked regions. The implications for drug discovery and neuropsychiatric disease are enormous.

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 03/03/2026

1/ 98% of our DNA was dismissed as "junk" for 50 years. Our research shows it's actually an adaptive reservoir — pre-encoded solutions that activate under environmental stress, preparing us for future challenges.

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 03/03/2026

🎙️ My interview on @mendelspod.bsky.social is live! Huge thanks to Theral Timpson & Drew Thornley for hosting me on this prestigious podcast. We explored the dark genome — and why it changes everything. 🧵👇 The Dark Genome with Author Sudhakaran Prabakaran open.substack.com/pub/mendelsp...

open.substack.com

The Dark Genome with Author Sudhakaran Prabakaran

We began this podcast back around the time the ENCODE project announced that much of the genome was biochemically active.

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 01/03/2026

finally great to have the printed book in hand! Eclipsed Horizons: challenging the 50-year dogma that 98% of our DNA is junk. a hidden proteome that matters for disease, drug discovery & space biology 🧬📖 #DarkGenome #Genomics #ScienceBooks

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Sudhakaran Prabakaran @sudhakaran.bsky.social · 14/09/2025

the word consciousness is abused so much these days, especially about ai. when will scientists learn modesty? these questions were answered 1000s of years ago. it's mundane to recycle them. #ai #consciousness www.science.org/doi/10.1126/...

science.org

Illusions of AI consciousness

The belief that AI is conscious is not without risk

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