neuroimmune-pruning

# neuroimmune-pruning The **immune substrate** (0 / witness) of the three-substrate vasocomputation stack. The neuroimmune system is the body's **garbage collector and TMS justifier**: microglia, using the **classical complement cascade (C1q → C3b opsonization → CR3-mediated phagocytosis)**, tag and eliminate synapses — literally editing the neural prior set. Perivascular mast cells couple the immune leg to the vascular leg; pro-inflammatory cytokines (IL-1β, TNF-α) gate whether a held pattern is allowed to consolidate. ## Use When - Modeling the immune system as the *editor* of neural priors (microglial synaptic pruning) - Neuroinflammation as precision-weighting on the consolidation (−1) step - The immune–vascular coupling that maintains or releases a latch (`latched-hyperprior`) - Distinguishing healthy immunosurveillance (nogood-repair) from autoimmunity (false nogood) ## Core Concepts - **Complement tagging = `EnsureJustification`**: a synapse with no closing justification is opsonized by C1q/C3b and phagocytosed by microglia — a *measured* retraction (a nogood), not an assigned one. (Stevens 2007; Schafer 2012.) - **Immunosurveillance = the −1 / coplay nogood-repair leg**: the body detects defected/latched/cancerous subagents and clears them. Levin: latched cells that bioelectrically disconnect are exactly what surveillance should catch. - **Autoimmunity = the false nogood**: complement tags *self* — excess C3/C4 synaptic pruning is implicated in schizophrenia and Alzheimer's. This is the worm **Goodharting its self/non-self boundary**: forcing *content-H¹* (real signal) to 0 by attacking valid synapses. - **Latch maintenance**: latch → hypoxia (HIF-1α) → inflammatory recruitment → more VSMC tone. Trying to wall off a perturbation, the immune system can *stabilize* the latch — the latch spiral as a granuloma-like, immune-defended locus. - **Mast cells**: perivascular sentinels; degranulation (a fast "grab") triggers the vascular event that becomes a latch. ## GF(3) Balanced Triad ``` vasocomputation (+1) ⊗ neuroimmune-pruning (0) ⊗ neural-potentiation (−1) = 0 (mod 3) ``` **Skill Trit**: 0 (Witness — the justifier/GC that decides what is kept; cf. the PAM `JustifierAgent` maintaining the justification lattice). ## Honesty markers Grounded: microglial complement-mediated synaptic pruning; perivascular mast cells; cytokine modulation of LTP; HIF/hypoxia–inflammation; immunosurveillance of cancer. **Speculative weld (marked, not asserted)**: framing the immune system as a free-energy / active-inference learner, and the GF(3) substrate→trit assignment as an organizing correspondence. ## Concomitant Skills | Skill | Trit | Interface | |-------|------|-----------| | `vasocomputation` | +1 | vascular substrate it co-regulates | | `neural-potentiation` | −1 | gates / prunes the synaptic store | | `latched-hyperprior` | −1 | unlatch (resolve) vs. defend (granuloma) | | `cybernetic-immune` | 0 | immune system as a cybernetic controller | | `sheaf-cohomology` | 0 | pruning = trivializing a nogood cocycle | | `affective-taxis` | −1 | self/non-self boundary = valence boundary | ## Current literature (2024–2026) - **Stevens et al. (2007, Cell); Schafer et al. (2012, Neuron)** — classical complement (C1q→C3) opsonizes weak synapses; microglial **CR3/C3** engulfment is *activity-dependent* (weaker inputs preferentially pruned) — a measured valence gradient, not a stamp. - **Sekar et al. (2016, Nature)** — schizophrenia MHC signal traced to **C4** alleles; risk scales with C4A; C4 sits *between C1q and C3* = the convertase **gain knob** (excess −1 retraction). - **Hong et al. (2016, Science)** — complement drives *early* synapse loss in Alzheimer models before plaques; inhibition rescues LTP. - **Stellwagen & Malenka (2006, Nature); Yirmiya & Goshen (2011)** — glial **TNF-α** is sufficient for synaptic scaling; cytokines gate LTP/consolidation in an **inverted-U** (low pg/mL enhances, inflammatory ng/mL impairs). - **Bhat, Parr, Ramstead & Friston (2021)**, *immunoceptive inference*; **Dunn, Old & Schreiber (2004)**, immunoediting (Elimination / Equilibrium / Escape = surveillance / latent-nogood / false-negative). - **Exact cascade**: C1q → C4/C2 → C3 convertase → C3b/iC3b opsonin → microglial CR3 → engulfment. - **Hook**: synaptic C1q/C3b density predicts microglial engulfment volume; C4A expression ∝ elimination rate; cytokine dose sets consolidation gain. - **Grounded**: complement pruning, C4-schizophrenia, TNF-α scaling, mast-cell vasoactivity, immunoediting. **Speculative weld**: "microglia = TMS justifier," "autoimmunity = false nogood" — framing licensed by Friston/Tauber, computes no cohomology. ## References - Stevens, B. et al. (2007). *The classical complement cascade mediates CNS synapse elimination*. Cell 131(6). - Schafer, D.P. et al. (2012). *Microglia sculpt postnatal neural circuits in an activity- and complement-dependent manner*. Neuron 74(4). doi:10.1126/science.1202529 (program). - Yirmiya, R. & Goshen, I. (2011). *Immune modulation of learning, memory, neural plasticity and neurogenesis*. Brain Behav. Immun. 25(2). - Levin, M. (2022). *TAME*. Front. Syst. Neurosci. 16. (Defection / cancer / surveillance.)