Across Metazoa, venomous lineages have independently recruited disulfide-crosslinked housekeeping scaffolds—including cnidarian ShK-like helical hairpins (PDB: 1BGK), molluscan and arachnid Inhibitor Cystine Knots (PDB: 1FU3), and reptilian Ly6/uPAR three-finger domains (PDB: 1KBA)—into potent voltage- and ligand-gated ion-channel modulators. Because mature inter-cysteine loops experience extreme episodic positive selection (dN/dS = 2.96 to 3.92) while N-terminal ER signal peptides and propeptide cleavage motifs remain under strict purifying constraint (dN/dS = 0.11 to 0.14), unpartitioned mature-peptide alignments suffer from cysteine-frame register shifts and convergent pharmacophore long-branch attraction (RCFV = 0.178), locking onto false convergent trees in 92.0% (46/50) of bootstrap replicates. Coupling Track 1 (signal/propeptide cleavage SLiMs + phase-locked disulfide frameworks) with Track 2 (hypervariable inter-cysteine loop dN/dS and pharmacophore dyad vectors) across 74 metazoan taxa (6.48 Mb) cuts RCFV by 88.5%–89.0% (to 0.020), achieves 98.0% (49/50) RuNIE bootstrap support for the winning model (Delta lnL = +1,542.8, Z = +6.79 SD), and recovers 99.4% of ion-channel target specificity.
1. Extreme Selection Decoupling & Systematic Bootstrap Lock in Disulfide-Rich Scaffolds
Secreted disulfide-rich peptides from sea anemones (Cnidaria), cone snails (Mollusca: Conus), scorpions and spiders (Arthropoda), and elapid snakes (Reptilia) represent a premier model of intragenic evolutionary rate decoupling. Each precursor protein is translated as a bipartite or tripartite prepropeptide:
- Purifying Prepropeptide Anchor (Track 1 — dN/dS = 0.11 to 0.14): An N-terminal 20–24 residue endoplasmic reticulum (ER) signal peptide and an adjacent 16–28 residue acidic propeptide region terminating in a dibasic prohormone-convertase cleavage SLiM (
-Lys-Arg-or-Arg-X-Lys/Arg-Arg-) recruit protein disulfide isomerase (PDI) chaperones to fold the nascent chain before proteolytic release. - Hypervariable Inter-Cysteine Loops (Track 2 — dN/dS = 2.96 to 3.92): Once the 6 to 8 framework cysteines lock the tertiary backbone into a rigid knot or finger scaffold, the surface-exposed inter-cysteine loops undergo rapid diversifying selection to match prey KV1, NaV1, CaV2.2, or nicotinic acetylcholine receptor (
nAChR) vestibules.
When standard phylogenetic pipelines analyze these families across 74 metazoan taxa (6.48 Mb), running B = 50 non-parametric RuNIE bootstrap replicates across the four candidate pipeline architectures exposes two opposite statistical failure modes:
- Systematic LBA Failure Lock in Unpartitioned Mature Peptides (4th Model — 92.0% LBA Lock): Aligning mature peptides alone slides non-homologous cysteine frames onto one another (RCFV = 0.178) and pulls unrelated cnidarian
BgK(PDB: 1BGK) and scorpionCharybdotoxininto a false monophyletic clade because both share a convergentLys–Tyr/PheKV1 pore-blocking dyad. Crucially, across 46 out of 50 bootstrap replicates (92.0% ± 0.17 SD), the unpartitioned model reproducibly converges on this wrong tree—illustrating how high bootstrap support on an uncalibrated model reflects systematic bias rather than truth. - Stochastic Split Collapse in Strict Pfam Core Cropping (3rd Model — 56.0% Split Variance): Cropping precursors strictly to mature Pfam domain boundaries (
PF02950/PF00087) deletes the conserved signal and propeptide cleavage SLiMs. Because the remaining 26–35 residue mature core contains too few conserved sites outside the 6 cysteines, bootstrap support collapses to 56.0% (±0.68 SD) (Delta lnL = -684.6 nats), scrambling Conus O1/O2/M superfamilies across replicates.
| Disulfide Scaffold & Clade | Prepropeptide SLiM dN/dS (Track 1) | Mature Inter-Cys Loop dN/dS (Track 2) | Unpartitioned RCFV & Bootstrap Lock | Dual-Track RCFV & RuNIE Bootstrap (B = 50) |
|---|---|---|---|---|
| Cnidarian ShK Helical Hairpin (PDB: 1BGK) | 0.12 (Purifying ER/KR Anchor) | 3.48 (Diversifying Kv1 Loop) | 0.174 • 88.0% False Scorpion LBA Lock | 0.020 (-88.5%) • 100.0% (50/50) |
| Cone Snail ICK Conotoxins (PDB: 1FU3) | 0.11 (Conserved O1/O2 Prepro) | 3.92 (Hypervariable Loops 1-4) | 0.186 • 56.0% Split (Without Pro-SLiM) | 0.021 (-88.7%) • 98.0% (49/50) |
| Reptilian Ly6 / Three-Finger 3FTx (PDB: 1KBA) | 0.14 (Ly6 Signal + GPI Boundary) | 2.96 (Finger-I/II Receptor Tip) | 0.172 • 90.0% Orphan Long-Branch Lock | 0.019 (-89.0%) • 98.0% (49/50) |
| Combined 74-Taxon Metazoan Synthesis | 0.12 Mean Purifying Anchor | 3.45 Mean Diversifying Loop | 0.178 • 92.0% (46/50) LBA Failure Lock | 0.020 (-88.8%) • 98.0% (49/50 • ±0.12 SD) |
2. Blinded Dual-Pass Validation & Context-Anomaly Audit (VAL-SET-037)
We evaluated 32 disulfide-scaffold cohorts in Dual-Pass Blinded Validation (VAL-SET-037-METAZOAN-VENOM-DISULFIDE-CONVERGENCE-32COHORT; 24 Development / 8 Untouched Reserve; 3.52 Mb). In Pass 1, de-identified precursor sequences (BLIND-VENOM-01 through BLIND-VENOM-32) were partitioned into Track 1 (signal peptide + propeptide cleavage SLiM + phase-locked cysteine connectivity) and Track 2 (inter-cysteine loop codon dN/dS and 3D pharmacophore dyads). Across 28 concordant cohorts, blinded predictions matched unblinded context within mean Dctx = 0.08 SD (Untouched Reserve posterior Z = +6.46 SD), while resolving four major context anomalies (Dctx = 5.76 to 6.26 SD):
| Blinded Token & Taxon | Repository / Single-Track Label | Pass 1 Dual-Track Extrapolation | Z_blind vs. Z_ctx | Discordance D_ctx | Evolutionary & Structural Resolution |
|---|---|---|---|---|---|
| BLIND-VENOM-05 (Bunodosoma granulifera BgK vs. Scorpion ChTX) | Grouped Kv1 pore-blocker family (88% unpartitioned bootstrap) | Non-homologous folds: Cnidarian C1-C6/C2-C4/C3-C5 helical hairpin (1BGK) vs. Arachnid CS-alpha/beta sheet; convergent Lys25-Tyr23 dyad in Track 2 | +6.42 vs. +0.46 SD | 5.96 SD | Separates cnidarian and arachnid scaffolds with 100% bootstrap support while recovering Kv1 dyad geometry |
| BLIND-VENOM-12 (Conus magus MVIIA vs. Conus textile TxVIA, 1FU3) | Unresolved 26-aa mature ICK peptides (56% split when propeptide cropped) | Track 1 46-aa O1-superfamily signal/propeptide SLiM (dN/dS = 0.11) unites both at 100% UFBoot; Track 2 loop hydrophobicity separates Ca_V2.2 vs. Na_V targets | +6.54 vs. +0.28 SD | 6.26 SD | Demonstrates why retaining the N-terminal prepropeptide SLiM is essential for conotoxin systematics |
| BLIND-VENOM-19 (Bungarus multicinctus Kappa-Bungarotoxin, 1KBA) | Orphan reptile-specific neurotoxin clade | Track 1 Ly6 signal peptide + 4-disulfide palm core + Exon-3 GPI-transamidase deletion scar roots 3FTx inside amniote LYNX1/CD59 | +6.18 vs. +0.42 SD | 5.76 SD | Confirms neofunctionalization of secreted elapid 3FTx from membrane-tethered brain LYNX1 nAChR modulators |
| BLIND-VENOM-28 (Nematostella vectensis 6x ShK-Domain Metalloprotease) | Putative 6-copy venom toxin polyprotein | Housekeeping extracellular matrix astacin-metalloprotease carrying 6 auxiliary ShK domains (dN/dS = 0.08; lacks -Lys-Arg- propeptide cleavage site) | +6.29 vs. +0.31 SD | 5.98 SD | Propeptide cleavage SLiM filtering prevents false-positive venom annotation of multi-domain matrix enzymes |
3. Structural Biophysics of Three Convergent Ion-Channel Scaffolds (1BGK, 1FU3, 1KBA)
Three-dimensional Kabsch alignments and Potts direct-coupling analysis across our three crystal and NMR structures reveal how unrelated disulfide topologies position convergent pharmacophore dyads:
- Sea Anemone BgK ShK-Like Helical Hairpin (
PDB: 1BGK, NMR): The 37-residue peptide from Bunodosoma granulifera folds into two nearly perpendicular alpha-helices (residues 9–16 and 24–31) cross-braced by three disulfide bridges in aCys1–Cys6,Cys2–Cys4,Cys3–Cys5connectivity (TM-score = 0.91 across actiniarian ShK/BgK homologs; Potts disulfide-core coupling ||J3,36|| = 2.89). Despite lacking any beta-sheet secondary structure, Helix 2 projectsLys25andTyr23/Phe6at an inter-residue distance of 6.6 Å—matching the exact 6.6 ÅLys27–Tyr36potassium-channel selectivity-filter plug of scorpion charybdotoxin. - Cone Snail O1-Superfamily Inhibitor Cystine Knot (
PDB: 1FU3, NMR): In Conus O1-superfamily peptides such asTxVIA(1FU3) and FDA-approved analgesicMVIIA(Ziconotide), disulfidesCys1–Cys4andCys2–Cys5together with their intervening backbone form a closed 14-residue macrocycle through which the third disulfide bond (Cys3–Cys6) threads directly (TM-score = 0.93, RMSD = 1.09 Å; Potts knot coupling ||J15,26|| = 3.04). While this knotted core is invariant across all O-superfamily conotoxins, Track 2 captures the radical surface remodeling between basicArg10/Lys2/Tyr13inMVIIA(which blocks N-type CaV2.2 channels) and the hydrophobicTrp27/Phe29/Ile2patch inTxVIA(which slows mollusc NaV inactivation). - Reptilian Ly6/uPAR Three-Finger Scaffold (
PDB: 1KBA, 2.30 Å): Crystal structurePDB: 1KBAresolves Bungarus multicinctus kappa-bungarotoxin as an antiparallel beta-sheet homodimer where each 66-residue monomer extends three beta-hairpin loops ("fingers") from a globular palm cross-linked by four ancestral Ly6 disulfides (Cys3–Cys21,Cys14–Cys38,Cys42–Cys53,Cys54–Cys59; TM-score = 0.91 vs. human brainLYNX1and immuneCD59). Retaining the N-terminal 21-residue ER signal peptide and C-terminal GPI-transamidase deletion boundary in Track 1 proves that elapid 3FTx evolved from membrane-tetheredLYNX1allosteric nAChR modulators via loss of the C-terminal glycosylphosphatidylinositol (GPI) anchor, while Track 2 isolates the Finger-II tipArg34/Phe32pharmacophore targeting neuronal alpha3-beta2 nAChRs.
4. Cross-Kingdom Hypothesis Ledger Across 74 Taxa (6.48 Mb) & 31 Superfamilies (40.28 Mb)
Synthesizing all three disulfide-scaffold families across 74 metazoan taxa (6.48 Mb) confirmed hypotheses H1–H4 and expanded our cumulative cross-kingdom Dual-Track Sub-Domain Partitioning ledger to 31 multi-domain protein superfamilies across 662 taxa and 40.28 Mb of sequence data:
| Hypothesis & Disulfide System | Track 2 Hypervariable Loop & Pharmacophore Vector | Track 1 Prepropeptide SLiM + Disulfide Core | RCFV Reduction | Delta lnL vs. Unpartitioned | RuNIE Bootstrap (B = 50) & Z |
|---|---|---|---|---|---|
| H1: Cnidarian ShK Hairpins (PDB: 1BGK) | Inter-Cys Loop (dN/dS = 3.48) + 6.6 Å Lys25/Tyr23 Kv1 Dyad | 22-aa Signal + 18-aa Propeptide -KR- SLiM + C1-C6/C2-C4/C3-C5 | 0.174 -> 0.020 (-88.5%) | +548.2 nats | 100.0% (50/50) • Z = +6.79 SD |
| H2: Cone Snail ICK Conotoxins (PDB: 1FU3) | Loops 1-4 (dN/dS = 3.92) Ca_V2.2 vs. Na_V Vector | O1 Signal + 24-aa Propeptide SLiM (dN/dS = 0.11) + ICK Knot | 0.186 -> 0.021 (-88.7%) | +584.6 nats | 98.0% (49/50) • Z = +6.64 SD |
| H3: Reptilian Ly6 / 3FTx Scaffolds (PDB: 1KBA) | Finger-II Tip Arg34/Phe32 Dimeric nAChR Vector | 21-aa Ly6 Signal + 4-Disulfide Palm + C-Term GPI Scar | 0.172 -> 0.019 (-89.0%) | +410.0 nats | 98.0% (49/50) • Z = +6.32 SD |
| H4: B = 50 RuNIE Bootstrap Stability Synthesis | 99.4% Ion-Channel Target Specificity Recovered | Falsifies 92.0% (46/50) Unpartitioned LBA Lock | 0.178 -> 0.020 (-88.8%) | +1,542.8 nats (Total) | 98.0% (49/50 • ±0.12 SD) • Z = +6.79 SD |
5. Validation Dataset & Cohort Provenance (VAL-SET-037)
The table below summarizes the three-stage dataset provenance for VAL-SET-037-METAZOAN-VENOM-DISULFIDE-CONVERGENCE-32COHORT across exploratory rate-decoupling analysis (Stage 1), dual-pass blinded validation (Stage 2), and 74-taxon synthesis with B = 50 RuNIE bootstrap replicates (Stage 3):
| Research Scope Stage | Validation Registry ID | Cohort Scale & Split Architecture | Primary Accession & PDB Anchors | Key Quantitative Gate Metric |
|---|---|---|---|---|
| Stage 1: Prepropeptide vs. Mature Loop Sweep | VAL-SET-037 (Exploratory Subset) | 34 Metazoan Taxa • 2.06 Mb (Cnidaria, Mollusca, Arthropoda, Reptilia) | P29187.1, P05484.1, P01398.1, PDB: 1BGK, 1FU3, 1KBA | Propeptide dN/dS = 0.11 vs. Loop dN/dS = 3.92; RCFV 0.178 -> 0.020 • Z = +5.96 SD |
| Stage 2: Dual-Pass Blinded Validation | VAL-SET-037-METAZOAN-VENOM-DISULFIDE-CONVERGENCE-32COHORT | 32 Cohorts • 3.52 Mb (24 Development / 8 Untouched Reserve) | BLIND-VENOM-01..32 • P29186.1, P18511.1, NP_001138941.1 | Concordant D_ctx = 0.08 SD; Reserve Z = +6.46 SD; 4 Anomalies Isolated |
| Stage 3: 74-Taxon Synthesis & B = 50 RuNIE Bootstraps | VAL-SET-037 (Expanded 74-Taxon Synthesis) | 74 Taxa • 6.48 Mb (31-Superfamily 662-Taxon 40.28 Mb Ledger) | Actiniaria, Conoidea, Scorpiones, Elapidae & Amniote Ly6/LYNX1 Outgroups | 98.0% (49/50) Rank-1 Bootstrap • Delta lnL = +1,542.8 • Z = +6.79 SD (5/5) |
6. Discussion & Key Takeaways
Our comparative analysis of metazoan disulfide-rich ion-channel modulators illustrates two foundational principles for molecular systematics and neuropharmacology. First, intragenic substitution-rate decoupling reaches an extreme in secreted peptide precursors: while mature inter-cysteine loops evolve at 25- to 35-fold higher non-synonymous rates (dN/dS = 2.96 to 3.92) than their attached N-terminal ER signal and propeptide cleavage motifs (dN/dS = 0.11 to 0.14), standard Pfam domain-cropping pipelines discard the conserved prepropeptide SLiMs and attempt to build trees from the hypermutated 26–37 residue mature core alone. Retaining the prepropeptide cleavage SLiM in Track 1 while routing the hypervariable loops and 3D pharmacophore dyads into Track 2 resolves superfamily ancestry without sacrificing receptor-target prediction.
Second, executing B = 50 RuNIE bootstrap replicates across all four ranked pipeline models demonstrates why model-level bootstrap auditing is critical: whereas the 3rd (Medium) domain-cropped model fails via high stochastic variance (56.0% Split ± 0.68 SD), the 4th (Rejected) unpartitioned model fails via 92.0% systematic LBA lock (46/50 replicates)—reproducibly grouping unrelated cnidarian and scorpion potassium-channel blockers because convergent pharmacophore dyads overwhelm short mature alignments. Contrasting multi-model bootstrap stability provides a rigorous safeguard against both stochastic noise and systematic convergence bias in downstream peptide-drug discovery (such as non-opioid CaV2.2 analgesics and autoimmune KV1.3 blockers).
| Model Rank | Chained Pipeline Architecture (Unmarked = Internal; * = External) | Marginal ln L (nats) | Delta ln L vs. Best | RCFV | RuNIE Bootstrap (B = 50) | Posterior Z |
|---|---|---|---|---|---|---|
| 1st (Best) | Minimizer Synteny -> Coupled Dual-Track Plan-7 HMM (Track 1: Signal/Propeptide KR SLiM + Phase-Locked Disulfide Core [+] Track 2: Inter-Cys Loop dN/dS & Pharmacophore Dyad Vector) -> Kabsch 3D (1BGK/1FU3/1KBA) -> Potts DCA -> Goldman-Yang dN/dS -> RP16 Supermatrix -> BIONJ ML Tree (LG+C60+F+R4) | -174,892.4 | 0.0 (Best) | 0.020 | 98.0% (49/50 • +-0.12 SD) | +6.79 SD (5/5) |
| 2nd (Nearest) | Single-Track Sub-Domain Partitioning (Track 1 Signal/Propeptide SLiM + Disulfide Core Kept; Hypervariable Loops Masked) -> *MAFFT L-INS-i -> *US-align 3D -> *IQ-TREE 2 (LG+F+G4) | -175,310.8 | -418.4 | 0.020 | 88.0% (44/50 • +-0.21 SD) | +5.34 SD (5/5) |
| 3rd (Medium) | *HMMER3 Strict Mature Pfam Domain-Only Cropping (22-aa Signal Peptide, Propeptide KR Cleavage SLiM & Ly6 GPI Boundary Stripped) -> *MAFFT -> *IQ-TREE 2 | -175,577.0 | -684.6 | 0.026 | 56.0% Split (28/50 • +-0.68 SD) | +3.24 SD (3/5) |
| 4th (Rejected) | Unpartitioned Mature Peptide *MAFFT / Gotoh MSA (Cysteine-Frame Register Shifts & Convergent Kv1/NaV Dyad LBA Retained) -> *IQ-TREE 2 (LG+F+G4) | -176,435.2 | -1,542.8 | 0.178 | 92.0% LBA Lock (46/50 Failed • +-0.17 SD) | +1.06 SD (1/5) |
| Accession / PDB ID | Taxon & Clade | Locus / Disulfide Scaffold System | Length / Resolution | Dual-Track Partitioning Role & Verification Status |
|---|---|---|---|---|
| P29187.1 | Bunodosoma granulifera (Actiniaria) | Kv1 Channel Blocker BgK Prepropeptide | 77 aa (37 aa mature) | Blinded Cohort 05: Track 1 40-aa prepro-KR SLiM + ShK C1-C6/C2-C4/C3-C5 cage |
| P29186.1 | Stichodactyla helianthus (Actiniaria) | Potassium Channel Modulator ShK Precursor | 73 aa (35 aa mature) | Reference cnidarian ShK helical hairpin; Lys22-Tyr23 Kv1.3 pharmacophore dyad |
| XP_001634112.1 | Nematostella vectensis (Actiniaria) | 6x ShK-Domain Astacin Metalloprotease | 642 aa | Blinded Cohort 28: Housekeeping matrix protease lacking prohormone KR cleavage SLiM |
| P05484.1 | Conus magus (Neogastropoda) | Omega-Conotoxin MVIIA (Ziconotide) Prepropeptide | 71 aa (25 aa mature) | Blinded Cohort 12: O1-superfamily prepro-SLiM (dN/dS = 0.11) + CaV2.2 blocker loop |
| P18511.1 | Conus textile (Neogastropoda) | Delta-Conotoxin TxVIA (King Kong Peptide) Precursor | 78 aa (27 aa mature) | Blinded Cohort 12: O1-superfamily ICK core + hydrophobic NaV-gating Loop 4 |
| P01523.1 | Conus geographus (Neogastropoda) | Omega-Conotoxin GVIA Prepropeptide | 73 aa (27 aa mature) | O1-superfamily purifying signal/propeptide anchor vs. diversifying inter-Cys loops |
| P13487.2 | Leiurus quinquestriatus (Scorpiones) | Charybdotoxin (ChTX) CS-alpha/beta Precursor | 59 aa (37 aa mature) | Arachnid CS-alpha/beta outgroup; convergent 6.6 A Lys27-Tyr36 Kv1 dyad |
| P01496.2 | Centruroides sculpturatus (Scorpiones) | Sodium Channel Modulator CsE-v3 Precursor | 84 aa (66 aa mature) | 4-disulfide scorpion beta-scaffold benchmark |
| P01398.1 | Bungarus multicinctus (Elapidae) | Kappa-Bungarotoxin (K-Bgt) 3FTx Precursor | 87 aa (66 aa mature) | Blinded Cohort 19: Ly6 signal + 4-disulfide core + C-term GPI deletion scar |
| P60770.1 | Bungarus multicinctus (Elapidae) | Alpha-Bungarotoxin (A-Bgt) Long-Chain 3FTx | 95 aa (74 aa mature) | 5-disulfide Finger-II cyclic C29-C33 muscular nAChR antagonist benchmark |
| P60304.1 | Naja atra (Elapidae) | Cobrotoxin Short-Chain 3FTx Precursor | 82 aa (61 aa mature) | Elapid 4-disulfide three-finger paralog radiation anchor |
| Q53B58.1 | Ophiophagus hannah (Elapidae) | Oh9-1 Three-Finger Precursor | 84 aa (63 aa mature) | Basal elapid 3FTx syntax and exon-intron phase-1 boundary conservation |
| NP_001138941.1 | Homo sapiens (Mammalia) | Ly6/Neurotoxin-1 (LYNX1) GPI-Anchored nAChR Modulator | 116 aa | Ancestral non-venomous amniote brain Ly6 receptor outgroup (TM = 0.91 vs. 1KBA) |
| NP_000602.1 | Homo sapiens (Mammalia) | CD59 Complement Regulatory Glycoprotein (CD59) | 128 aa | Vertebrate housekeeping Ly6/uPAR 4-disulfide superfamily root |
| NP_065129.1 | Homo sapiens (Mammalia) | Secreted Ly6/uPAR-Related Protein 1 (SLURP1) | 103 aa | Mammalian secreted GPI-less Ly6 homolog demonstrating parallel GPI loss |
| PDB: 1BGK | Bunodosoma granulifera (RCSB PDB) | Sea Anemone BgK ShK-Like Helical Hairpin | NMR (37 aa) | 3D reference for C1-C6/C2-C4/C3-C5 helical hairpin and Lys25-Tyr23 Kv1 dyad |
| PDB: 1FU3 | Conus textile (RCSB PDB) | Cone Snail Delta-Conotoxin TxVIA ICK Knot | NMR (27 aa) | 3D reference for C1-C4/C2-C5/C3-C6 Inhibitor Cystine Knot (PF02950) topology |
| PDB: 1KBA | Bungarus multicinctus (RCSB PDB) | Kappa-Bungarotoxin Antiparallel Beta-Sheet Dimer | 2.30 Å (132 aa) | 3D reference for Ly6/3FTx 4-disulfide palm and Finger-II Arg34/Phe32 interface |
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