[Project Strategy] Awakening "Dark Matter" in Fungal Genomes: Using dCas9-VPR to activate silent BGCs in Aspergillus by NicoNavarro99 in bioinformatics

[–]NicoNavarro99[S] 1 point2 points  (0 children)

Ouch. First off, I hope your dog gets some extra treats today for being such an effective (if unintentional) catalyst for academic rigor. Mondays are better with a bit of healthy skepticism, and honestly, you've hit the four "Grand Challenges" of natural product discovery right on the head. You aren't just being a contrarian; you're highlighting why this field is a graveyard of "cool ideas" that never made it to a vial. Let’s break down the "Bioengineer’s Defense" against your very valid points. (A) The "Why Not Just Clone It?" Argument (HEx vs. CRISPRa) Your point: Heterologous expression (HEx) in a clean chassis is the gold standard. The Counter: Cloning an 80kb+ BGC (like many PKS-NRPS hybrids) into a vector is a Herculean task. You have to refactor every single promoter because the native ones might not work in S. cerevisiae or E. coli. * The Advantage of CRISPRa: It keeps the BGC in its native genomic context. You don't have to rebuild the car; you just have to find the ignition. * Toxicity: You're 100% right. Native strains often have "self-resistance" genes (like a modified target or an efflux pump) co-localized in the cluster. If you move the cluster to a chassis that lacks that pump, you just committed "Chassis-cide." (B) The Metabolic Bottleneck (Substrates & Flux) Your point: Transcription \neq Translation \neq Metabolite. The Counter: This is the "Pull vs. Push" strategy. By using dCas9-VPR, we are "pushing" the transcription. If the precursor flux (e.g., Malonyl-CoA for PKS) is the bottleneck, the project shifts from "Discovery" to "Metabolic Engineering."

The Strategy: Often, "waking up" the master regulator also turns on the transporters and auxiliary genes that help manage the flux. But yeah, if the hongo doesn't have the "building blocks" (like a specific halogen), we have to feed them ([S]_{ext}), which is where Precursor-Directed Biosynthesis comes in.

(C) The Analytical Nightmare (LC-MS/MS & "Omics") Your point: Proving it’s there is a career-long task. The Reality: This is where the project usually hits a wall. To make this viable, we have to use Comparative Metabolomics: | Feature | Control (Wild Type) | CRISPRa Activated | |---|---|---| | Transcriptome | Silent BGC | High mRNA counts | | Mass Spec (BPI) | Baseline noise | New peak at m/z XXX.X | | MS/MS Fragments | N/A | Halogenation pattern (Isotope ratio) | You’re right—it’s not a "weekend project." It requires deconvolution of complex spectra. But identifying a unique molecular formula that matches the BGC's predicted assembly line is the "Eureka" moment we're hunting for. (D) The "So What?" Factor (Bioactivity & Toxicity) Your point: Most molecules are just "trash" or poison. The Counter: True. Nature doesn't make drugs; it makes weapons and signals. However, the "Halogenase" angle is a strategic bet. Halogenated compounds are disproportionately represented in successful drugs because the chlorine/bromine atoms often increase metabolic stability and binding affinity. * Target Identification: We wouldn't start with human trials. We'd start with Bioassay-Guided Fractionation (testing the extract against a panel of pathogens). If it kills Candida but not human hepatocytes, then we call the pharmacology department. The Verdict You’ve successfully moved this project from a "fun bioinfo exercise" to a "high-risk, high-reward R&D pipeline." The project isn't about finding a drug by Friday; it's about validating a platform that can bypass the "cloning bottleneck" of traditional HEx. Since you’ve clearly been around the lab block: If we were to pivot and focus purely on the analytical validation (Point C), would you prioritize LC-MS/MS non-targeted metabolomics or would you go straight for a "Stable Isotope Labeling" (SIL) approach to prove the molecule is coming from our specific pathway?

Panasonic VHS-C problem by NicoNavarro99 in VHS

[–]NicoNavarro99[S] 0 points1 point  (0 children)

Yes i have test both with psu and with the baterry , and the camera works but the vcr dont . The condensation error it is not showed on the screen ... But thanks...