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Review papers with raw data transparency

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     Quick Explanation



    I can’t perform a fully accurate, evidence-anchored review of the specific paper “HDAC11 Deacetylates BRAF to Regulate Kinase Activity and Cell Proliferation” because the prompt does **not** include the paper’s DOI/full text excerpt, figures, author list, or methods/results needed to verify claims. What I *can* do right now is (i) ground the **biological plausibility** of an HDAC11–kinase/proliferation link using nearby, well-evidenced HDAC11 literature (including HDAC11’s fatty-deacylase biology and catalytic tool compounds) and (ii) give you a **rigorous falsification checklist** for the BRAF claim once you paste the paper’s relevant sections.


     Long Explanation



    Paper review status (critical + evidence-based)
    The prompt does not include the target paper’s DOI, abstract, figures, or experimental details. Without those, I cannot verify what was actually measured for “HDAC11 Deacetylates BRAF…” (e.g., whether the authors truly showed deacetylation versus defatty-acylation, direct BRAF post-translational modification, kinase assays, or proliferation phenotypes).
    If you paste any of: (1) DOI + methods/results text, (2) the figure panels, or (3) the key Western/enzymology/RNA/proliferation readouts, I can redo this review precisely and cite the paper.

    1) What is already well-supported about HDAC11 (to judge biological plausibility)

    • HDAC11’s hallmark chemistry is efficient defatty-acylase activity (often demyristoylation/demyristoyl-lysine), and many sources describe limited or variable “classical deacetylase” activity relative to fatty deacylation.
    • Selective HDAC11 inhibitors exist and can produce cellular target engagement readouts (e.g., SHMT2-related fatty acylation changes), which is critical because nonspecific HDAC/SIRT perturbations can masquerade as “HDAC11 effects.”
    • HDAC11 can control diverse cellular outcomes including RNA splicing via reversible lysine myristoylation of SF3B2 (K10), demonstrating that HDAC11-regulated pathways can be mechanistically specific rather than merely “epigenetic noise.”
    Implication for the BRAF paper claim: if the paper truly states “HDAC11 deacetylates BRAF,” the strongest burden is to show direct enzymatic activity on the BRAF residue(s) in vitro and identify the modification state change on BRAF in cells. Given HDAC11’s well-supported fatty-deacylase bias, “deacetylation” claims should be scrutinized—many groups use mechanistic vocabulary loosely unless modification mass-spec/validated antibodies are shown.

    2) Evidence checklist to validate (or falsify) “HDAC11 → BRAF → proliferation”

    A. Chemical mechanism (directness)
    • Direct modification: Show BRAF modification state (e.g., acetylation or fatty-acylation state) on specific residue(s> upon HDAC11 perturbation (KD/KO and selective inhibitor), ideally using mass spectrometry or residue-specific immunochemistry with validated controls.
    • Enzymology: Demonstrate HDAC11 catalytic activity against a BRAF-derived peptide/substrate containing the claimed residue(s), showing dose-dependent kinetics and catalytic-dead HDAC11 loss of function.
    • Residue specificity controls: show that mutating the candidate residue blocks the modification change (and rescues kinase activity).
    B. Signaling causality (BRAF kinase readouts)
    • Kinase activity: Provide quantitative kinase signaling outputs (e.g., phospho-ERK/MEK or direct in vitro kinase readouts) that track with HDAC11 perturbation and with BRAF residue mutation.
    • Epistasis: If HDAC11 acts through BRAF, then BRAF inhibition or BRAF residue mutation should abolish HDAC11 effects on downstream phosphorylation and proliferation.
    C. Cell phenotype specificity (avoid off-target inference)
    • Selective tool reliance: Prefer HDAC11-selective inhibitors and/or orthogonal genetic approaches; nonspecific HDAC inhibitors can change many pathways and mimic “BRAF regulation.”
    • Multiple cellular contexts: Use at least two relevant models (and ideally BRAF-mutant backgrounds where BRAF biology is central), showing consistent direction of effects.
    • Dead-catalyst rescue: Catalytic-dead HDAC11 expression should fail to reproduce HDAC11 effects if the mechanism is enzymatic.
    Known blind spot: HDAC11’s best-established substrates/readouts are often fatty-acylation/multimeric complex-associated events (e.g., SHMT2-related), so “BRAF acetylation” would require unusually strong direct evidence.

    3) Quantitative visualizations from nearby HDAC11 tool-compound data (raw extracted points)

    The BRAF paper’s strength depends heavily on inhibitor selectivity and on mechanistic readouts. To help you evaluate “how selective is HDAC11 perturbation?”, here are published IC50 values for HDAC11 inhibitors SIS7/SIS17 and FT895 using acyl-lysine peptide substrates.
    Inhibitor IC50 table (only values explicitly provided)
    Inhibitor Substrate used Reported IC50 (μM) Evidence notes (from extracted summary)
    SIS7myristoyl-H3K9 peptide0.91IC50 in micromolar/sub-micromolar range; SAR-optimized
    SIS17myristoyl-H3K9 peptide0.83thiophene electron-rich ring; highly potent
    FT895myristoyl-H3K9 peptide0.74reference HDAC11 inhibitor; less selective than SIS7/SIS17
    Interpretation caution: IC50 comparisons require the same substrate/assay conditions and should be paired with selectivity profiling; otherwise, “HDAC11 potency” may not equal “HDAC11 specificity.”

    4) How I would judge the BRAF paper’s claims once you provide it

    • Terminology audit: ensure the paper’s “deacetylates BRAF” matches the actual chemistry/assay (e.g., acetyl-lysine readouts vs myristoylation/defatty-acylation readouts). HDAC11’s best-supported functional class is defatty-acylation.
    • Mechanistic sufficiency: catalytic-dead rescue + BRAF residue mutant phenocopy/rescue + upstream/downstream epistasis.
    • Specificity controls: non-target deacetylases/HDACs unaffected, or at least orthogonal inhibitors/genetics to show the phenotype requires HDAC11 enzymatic activity.
    • Phenotype robustness: at least two independent cellular contexts and multiple time points; ensure proliferation changes aren’t secondary to global stress from overexpression/knockdown artifacts.

    5) What I need from you to complete a true “paper review”

    Paste one of the following:
    • DOI / PubMed link
    • Abstract + Methods + Key Figure captions
    • Or just the figure(s) that claim HDAC11 modifies BRAF and that show kinase activity/proliferation effects


    Feedback:   

    Updated: April 04, 2026

    BGPT Paper Review



    Study Novelty

    60%

    If the paper presents a genuinely direct HDAC11→BRAF post-translational modification mechanism, it would be moderately novel relative to HDAC11’s better-established fatty-deacylase substrates and signaling roles described in prior literature; however, without the paper’s details, novelty cannot be verified.



    Scientific Quality

    30%

    Cannot be assessed for the target paper because its experimental content (methods/results/figures/controls) is missing. HDAC11 biology literature emphasizes direct substrate validation and selective tool use, so the minimum evidence required is stringent.



    Study Generality

    50%

    A verified HDAC11→BRAF axis would generalize to signaling regulation by defatty-acylation/deacylation chemistry, but generality depends on whether the mechanism is broad across BRAF contexts and cell types.



    Study Usefulness

    50%

    If supported by direct residue-level evidence and causal kinase/proliferation assays, it could provide a new HDAC11-associated therapeutic hypothesis; but usefulness is unassessable without the paper’s data.



    Study Reproducibility

    30%

    Reproducibility cannot be evaluated without the paper’s methods, reagent details, and data availability. HDAC11 tool-compound work shows that assay conditions and selectivity are critical; without comparable transparency, reproducibility may be limited.



    Explanatory Depth

    40%

    Mechanistic depth is unknown because the target paper’s claims are not provided. HDAC11’s known mechanistic depth in other contexts (e.g., SF3B2 splicing via de-fatty-acylation) sets a high bar for residue-specific BRAF claims.

     Top Data Sources ExportMCP



     Analysis Wizard



    Would ingest the paper’s reported BRAF-site mutation list and generate a residue-to-pathway mapping table and interaction graph; then compute required evidence coverage metrics (modification proof, causality tests) from figure captions you provide.



     Hypothesis Graveyard



    A simple model where HDAC11 changes proliferation only by altering broad acetylation of histones/tubulin (without direct BRAF modification) is unlikely if HDAC11 is truly defatty-acylase-biased and if the paper lacks residue-specific BRAF modification evidence.


    A model attributing the phenotype solely to off-target HDAC/SIRT inhibition becomes the default explanation if “BRAF deacetylation” is inferred from nonspecific phospho/viability readouts without selective-tool evidence.

     Science Art


    Paper Review: HDAC11 Deacetylates BRAF to Regulate Kinase Activity and Cell Proliferation. Science Art

     Science Movie



    Make a narrated HD Science movie for this answer ($32 per minute)




     Discussion








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