Zikang (Dennis) Huang
dennishuang.bsky.social
Zikang (Dennis) Huang
@dennishuang.bsky.social
PhD student at Bugaj Lab UPenn | synbio | protein engineering | optogenetics | thermogenetics | systems bio | love weird dynamics, information flow, network structures of all systems | everything BcLOV4
See y’all there!
November 7, 2025 at 9:33 PM
Many questions (what benefits of protein dynamics for the host fungus?) and implications (better/new opto or thermo proteins). Overall, intra-protein network motifs provide a new way to think about compact, dynamic computation on the protein level.
April 15, 2025 at 2:46 PM
Indeed, 1 A.A. mutation from each of these hotspots dramatically extended the pulsatory response (>18 hrs vs 10s of min), suggesting evolutionary tuning of dynamics.
April 15, 2025 at 2:46 PM
Remarkably, sequence analysis found these *exact same hotspots* had co-evolved in BcLOV4 homologs, implying function.
April 15, 2025 at 2:46 PM
Structural studies (limited proteolysis, HDX-MS by the Gardner lab) identified temperature-sensitive hot-spots in DUF.
April 15, 2025 at 2:46 PM
What about the temperature-sensitive inhibitory Node C? We mapped this to the mysterious “Domain of Unknown Function” (DUF). We still call it DUF even though function is now known :P.
April 15, 2025 at 2:46 PM
We then mapped the network nodes: The light-sensing LOV domain (A) regulates a charged clustering region (B), which drives PM binding. Aside: this inspired an entire toolset for single-protein translocation to various compartments. Preprint soon!
April 15, 2025 at 2:46 PM
The inter-domain IFFL idea started as a hunch, but models made several non-intuitive predictions that we then confirmed experimentally through mutations that altered the energetics of LOV domain interactions.
April 15, 2025 at 2:46 PM
Answer: smaller-scale networks of interactions between the protein’s domains. Light response (A) quickly activates a region for plasma membrane (PM) binding (B), but also enables a temp.-sensitive domain (C) to inhibit the PM-binding region more slowly.
April 15, 2025 at 2:46 PM
Step-to-pulse response – adaptation – is common in all kinds of networks, often through an incoherent feed-forward loop (IFFL). Node A quickly activates Node B but also —more slowly— Node C, which inhibits Node B. Result: a pulse of B. But how can a single protein do it w/o a larger network?
April 15, 2025 at 2:46 PM
Why does BcLOV4 turn itself off despite constant light stimulation, and why does this depend on temperature? The answer could make better optogenetic and thermogenetic tools, and itself was a fascinating puzzle.
April 15, 2025 at 2:46 PM
How can an individual protein show adaptation? The light- and temp-sensitive BcLOV4 gives a pulse of translocation during a step input of light. Answer in our preprint: *intra-molecular* feed-forward regulation. bit.ly/3Rg9veD
A @bugajlab.bsky.social collab with @nmrkaygee.bsky.social 🧵
April 15, 2025 at 2:46 PM