Program standing board

What is open, ranked by how much falls if the answer comes back badly — not by how easy it is. Updated at the end of each working session.

last updated 11 October 2026 · avidity-gated T-cell engager program · 9 open · 24 closed

How this is ranked

the ordering rule

An item sits high when its answer decides whether other work stands, and low when it decides a detail inside work that stands either way. Cost is recorded but does not set position — a cheap measurement that settles nothing still ranks below an expensive one that settles the central claim.

moved this session

Two items are new and both came from outside. A reader-supplied paper retracted our claim that no antigen-density threshold had been published, and the external number it supplied can now be used the other way — as a test of whether we can predict a threshold we did not fit. That is item 02, and it is the first external falsification test this program has had.

A second reader-supplied paper put the accessibility argument on primary ground for a second antigen, and supplied a third independent density panel. The fixed-threshold account failed structurally on it for the third time.

standing rule, adopted this session

No idea leaves this program as "untried" without a prior-art search attached to it in the same session. Two hypotheses were lost to this rule on the day it was written. Both were real ideas; both were someone else's already.

01Image the contact area of an engager-driven synapseone experiment

Decides whether killing is adhesion-limited or occupancy-limited, and now has an external argument behind it. Two accounts predict values 200× apart and they are mutually exclusive. The quantity was an apology two sessions ago; it is now the discriminating observable.

new this session
Item 02's prediction test says our N₂₀ is 2.6–7.2× too high to be carried by a real cell line that a published engager kills. N₂₀ inherits this fork directly — so somebody else's calibrated beads now bear on which end of it is right.
the fork
0.1 µm² → the inferred threshold is the adhesion requirement, no gap to explain. ~20 µm² → a large absolute receptor count is required, and both surviving readings need it.
evidence so far
The glycocalyx favors the small value on a mechanism: membranes reach 14 nm only where a 86–127 nm barrier has been parted, so the cleared area is set by displacement, not footprint.
cost
One imaging measurement, by methods the source papers already use.
02Predict both published thresholds from each construct's own rate constantsnew · no lab

Executed this session. One construct passes, one rules our own N₂₀ out. We claim a killing threshold is computable rather than being a property of the cell. The recipe turned out to be portable — our N₂₀ is Langmuir occupancy at a measured endpoint, σ × EC₂₀/(EC₂₀ + K_D), needing no gating arm and no on-rates — so it could be run against two published constructs directly.

result
cibisatamab: ours at 5.02 µm⁻² sits inside its capacity ceiling of 3.98–17.83 at both clocks. PASS, conditional on the avidity factor below. PF-07062119: it kills LS174T at 0.82 nM with 875 receptors/cell, so its threshold is ≤1.93 µm⁻². Ours is 2.6–7.2× that. FAIL, and binding rather than marginal.
a bound corrected on re-check
The cibisatamab ceiling was first published as 3.98–11.05, which quietly assumed every bivalent molecule uses both arms. A bivalent binder can also bind with one arm, and those molecules still occupy surface — so the true ceiling is an interval between σ/2 and σ: 3.98–17.83 µm⁻². It widens upward, so the pass only gets safer. The monovalent GUCY2C construct has no such loophole and its failure is untouched.
why the missing constant didn't block it
Occupancy is bounded by one, so the capacity ceiling is the best case for agreement and the unknown GUCY2C K_D can only push their threshold down. At a plausible 1 nM it falls to ~0.6 µm⁻². The verdict is unaffected; only its magnitude is open.
and three effects stack the same way
Occupancy < 1, the EC₂₀-from-EC₅₀ conversion, and the cell-diameter bracket all widen the gap rather than closing it. Reconciliation would need d ≤ 7.4 µm — lymphocyte scale, on a colorectal epithelial line.
what it did to the board
It stopped being blocked on fetching rate constants and started being blocked on items 01 and 06, which were already ranked first and sixth. Our N₂₀ inherits the contact-area fork and the assumed Hill coefficient, and a 2.6–7.2× overestimate sits inside that uncertainty. So those two measurements now carry an external argument, not only an internal one.
λ = 1000 — used once, refused once
The same number does two jobs and they must be kept apart. Used: it sets the CEA arm's effective affinity, which sets occupancy, which is what makes cibisatamab's threshold actually reach its ceiling. Citing a published parameter as an input is ordinary. Refused: pointing at λ = 1000 next to our retention ratio of 730–1,069× and calling it corroboration — a round power of ten stated as a model input cannot support a claim, and this program already killed a 201×/200× agreement of exactly that shape.
and the pass depends on it, quantified
At a ~1 nM dose: λ = 1 → occupancy 0.008, FAIL; λ = 10 → 0.071, FAIL; λ = 100 → 0.435, PASS; λ = 1000 → 0.885, PASS. So the one construct that agrees with our threshold needs λ ≥ ~100 to do so. That makes the provenance question a gate on a result, not a footnote — and raises it from curiosity to the top of the reading list.
03Does mechanical load on a two-cell bridge accelerate dissociation?narrowed

All that is left of a former top item. The question was whether solution rate constants transfer to a live interface. For T-cell receptors the two-dimensional off-rate runs 4–12× faster and our criterion tolerates only 3.2× — but that is the wrong molecule class, and reading it across was an error.

what the reading task found
For an antibody-format paratope the modeled penalty falls on association — on-rate 100–1,000× slower from restricted rotational diffusion — while the rotational contribution to dissociation is about 2× lower. That is the safe direction: it lengthens relaxation and puts all six variants on the trapped side, including the two that were intermediate at no correction.
why the on-rate penalty does not hit us
It applies to membrane-anchored binders. Our engager is in solution when its first arm binds, so that encounter is genuinely three-dimensional. The tethered second arm already uses an effective local concentration with a diffusion factor rather than a solution on-rate.
what survives
Force. The rotational account says nothing about it, it is the proposed cause of the T-cell-receptor acceleration, and our bridged complex spans two cells being pulled apart. Nobody has measured it for a two-cell bridge.
04Anchoring-arm ladder at a fixed gating armthe retention prediction

The retention advantage belongs to the arm nobody mutated. The gating arm's off-rate cancels from the ratio of the two lifetimes, leaving 1 / [k_off,A · (1/k_r,B + 1/k_r,A)] — verified against the exact first-passage result to better than 0.5%.

the evidence
Gating-arm k_off spans 138-fold along the published ladder; the retention ratio moves 1.53-fold, and the residual is carried by the k_on drift we already record — not by affinity.
what it implies
Both published series laddered the gating arm, so neither changed the retention advantage. Their selectivity came from displacing the comparator, which is a different operation and does not survive a change of comparator.
the prediction
Retention goes as 1/k_off,A — a tenfold slower anchoring arm should give a tenfold larger advantage with the gating arm untouched. Table 34.
05Arm A — bind and kill measured together across four timepointsone plate

The only thing that separates a lifetime claim from a plain affinity dependence. Along both ladders k_off and K_D are collinear at r = 0.997 and 0.985, so a persistence threshold and a dependence on the equilibrium constant are the same regression. An assay clock is not collinear with anything.

design
Binding must be measured alongside killing at each timepoint — time-dependent killing alone does not establish time-dependent binding, since killing accumulates under equilibrium binding too.
prediction
Selectivity falls as exposure approaches the dual-positive relaxation time. The equilibrium account contains no clock at all.
and now a second use
It is also the in-house version of the clock invariant that passed on external data in item 02. Same plate, two tests.
06Two effect levels on one curve → the Hill coefficientcheapest item here

Our own limitations call this the single most valuable missing number. No Hill coefficient has been measured for any system of this kind. Without it the asymmetric window runs anywhere from 0.01× to 35× — a range this literature assumes without measuring.

candidate mechanism
A multi-hit requirement: three events inside a ~50 min window against an hour-scale decay brackets an exponent between 1 and 3, and we assume 2. A bracket, not an agreement.
cost
EC₂₀ and EC₅₀ on every curve with binding measured at the same concentrations.
07Is the killing floor abrupt, and does it sit where capacity says?new

The floor is capacity, not transport, and its approach is a divergence rather than a decline. The diffusion-capture account of the floor was excluded this session — margins 681× to 61,609×. What survives is an inequality with no rate constants in it: each bridge consumes one antigen, so bound engager can never exceed accessible antigen, and below N₂₀ the cell is unkillable at any dose. Margin on our own lines: 3.6×.

the shape
Required dose rises as 1/(1 − N₂₀/σ). A 73% fall in accessible density is enough to take a killable cell to unkillable, and the last stretch is a divergence — so the failure should look like a cliff, not a slope. Shedding, trogocytosis and a thicker glycocalyx are all plausibly that large.
what would test it
A density ladder on one background sampled densely near the failure point rather than across decades. Published panels sample for dynamic range and would miss a cliff.
what the inequality already did
Run backwards it bounds other people's thresholds from their own calibrated panels, with no free parameters — see the closed log. That result is why this item is on the board and why item 01 now has an external argument behind it.
prior art
Searched under the standing rule. The published non-monotonicity for engagers is on the concentration axis — the bell-shaped curve from single-arm occupancy outcompeting bridging — not the density axis, and it is not ours. No density-axis conservation floor for a bridging construct was found.
08pH titration on one arm's k_offan afternoon

Kills or keeps the environment-as-gate idea cheaply. Tumor extracellular pH of 6.5–7.0 is measured and pH-dependent antibody binding is established chemistry, but that a given arm's k_off moves 2–3× across 0.4–0.9 pH units is assumed by us.

if it fails
Takes the environment-gate direction entirely and leaves everything else. That is why it belongs early despite ranking low — an early clean kill is worth buying.
note
Distinct from the architecture gate, which prior art has already claimed — see the closed log.
09Glycocalyx thickness on our two series' own cell linesconfound check

Checks for a confound inside our own data. If the barrier differs between the dual-positive and single-positive lines our selectivity ratios compare, then part of a measured ratio is a difference in access rather than in binding — and every slope in the paper inherits it.

status
Unknown. Neither source reports it, and we have not looked for it in the lines they used.

Reading tasks — no lab required

Items 01 and 02 both begin with one of these. Two were added this session and both are supplementary tables behind papers we already hold.

taskwhat it servesblocker
Bacac Supplementary Table S1 — per-line CEA binding sitesitem 02; pairs with published surface areas to give real densities instead of an assumed diametersupplementary file not in hand
Bacac Supplementary Table S2 — the tumor-genetics nulla claim we currently take on trustunseen; downgraded in §6.2 to "reported, not inspected"
The GUCY2C arm's K_Dsharpens item 02's magnitude; cannot change its verdictin a patent and a mAbs paper; PMC and publisher fetches blocked
Was the QSP model's avidity factor λ = 1000 fitted, calibrated or assumed? One column in one tablegates item 02's only PASS — cibisatamab needs λ ≥ ~100 to agree with our threshold at allJiang et al., AAPS J 2020, 22(5):97 — Supplementary Tables S2/S3; publisher and PMC fetches both refused from here, so journal access helps
A primary source for the CLDN18.2 accessibility argumentreplaces ref 26, currently secondarymust be done before submission
The plateau-convention figure — do the curve tops agree?one of three threshold failuresneeds journal access Ben may have
Faroudi's dual activation thresholds, actual numbersgates 6–8 of the cascadefetch blocked; cited qualitatively as ref 7

Closed this session

What was gained: three new results — the retention cancellation, the capacity inequality run backwards against external panels, and item 02 executed — plus an external prediction that passed, the accessibility principle put on primary ground for a second antigen, and a rival account failed structurally for the third and fourth independent time. What it cost: two hypotheses to prior art, one claim retracted, two of my own framings withdrawn, and one bound corrected. Both columns belong on the same list, because the second is how the first got to be trustworthy.

itemoutcome
The retention advantage is independent of the gating armNEW RESULT — k_off,B cancels from the lifetime ratio; verified to 0.5%. Both published series laddered the arm that cannot change it. Table 34, board item 04.
Threshold × assay time as the invariantPASSED on external data — 241 µm⁻²·h ours against 95–340 theirs. Direction and factor were both fixed in advance by the multi-hit arithmetic, not fitted. Two points, held as such.
"No published antigen-density threshold exists for engager killing"RETRACTED — a reader-supplied paper reports ~10,000 CEA sites/cell across 110 lines on calibrated beads
A fixed bound-density threshold, tested a third timeFAILED STRUCTURALLY — the GUCY2C panel requires N = −3,060 receptors/cell. Negative. Third independent arrival; this panel is the best of the three (calibrated densities, one construct, one clock, a true non-binding negative).
"The" antigen-density threshold as a single universal numberDISSOLVED — one construct needs ~10,000 sites; another kills 875 at 0.82 nM. Both calibrated. The threshold is per-construct, which is why it must be computed from the arms.
The diffusion-capture threshold as the floorEXCLUDED — margins 681× to 61,609×. The capacity inequality replaces it, and became board item 07.
The capacity inequality run backwards, against two external panelsNEW RESULT — a construct that kills a line of known receptor count has its threshold bounded above by that line's density, with no rate constants. Gives ≤3.98–11.05 µm⁻² for CEA TCB and ≤0.70–1.93 for GUCY2C×CD3. Clock-corrected, ours lands inside the CEA bracket at 5.02 and remains 2.6–7.2× above the GUCY2C one. One panel agrees, one does not — which is the informative outcome.
Item 02 run in full — our threshold against two published constructsEXECUTED — the N₂₀ recipe is portable (Langmuir occupancy at a measured endpoint). cibisatamab passes conditionally; PF-07062119 fails by 2.6–7.2×, binding, and no available correction points the other way. A universal N₂₀ is excluded for the fourth independent time.
The capacity ceiling for a bivalent constructCORRECTED UPWARD — re-checked on Ben's instruction to verify the occupancy bound. A bivalent binder can bind with one arm, so the ceiling is an interval (σ/2 to σ), not σ/2: 3.98–17.83 rather than 3.98–11.05 µm⁻². Nothing resting on it changes sign; the pass gets safer and the monovalent failure is untouched.
The front door's lifetime figure, as first publishedOVERSTATED, REDRAWN — mine. Plotted complex survival where the criterion is on population relaxation, inflating the margin 2–51× and putting 2 of 6 variants on the wrong side of the clock. Flagged by Ben as "may or may not be fully true"; it was the same substitution the model's own output warns about and this program had already made once.
"An upper density wall — high antigen should be harder to kill"WRONG IN SIGN, WITHDRAWN — mine, written into a board draft and caught minutes later by the arithmetic. Conservation gives a floor, not a ceiling, and predicts no non-monotonicity. The real bell-shaped curve for engagers is on the concentration axis, is thirty years old, and is not ours.
Gate + glycocalyx clearing as an untried constructLOST TO PRIOR ART — a sialidase–BiTE fusion is published (Nat Biomed Eng 2024)
Architecture-based selectivity as an untried principleLOST TO PRIOR ART — it is the stated basis of an approved CLDN18.2 antibody. Both losses on the day the prior-art rule was written.
The accessibility argument, upgradedPRIMARY + GENERAL — apical restriction stated primarily for GUCY2C, demonstrated in vivo in one animal expressing the antigen on both sides, and carried through to primate tolerability. Two unrelated antigens, same argument. §6.3, Table 35.
"Tumor cell" labeled on the lower membrane of the synapse figureWRONG, FIXED — there is no tumor cell anywhere in series I. The three populations are activated CD4 T cells, resting CD4 T cells and B cells. Caught by a reader asking what kind of cells they were.
"Every published estimate of the 2D discrepancy exceeds our tolerance"RETRACTED — true of T-cell receptors, false for antibody arms, where the correction points the safe way
The 201× / 200× agreement as corroborationKILLED — manufactured by a round number; the gap is 10.04 × A and A is unmeasured
"Weaken the effector arm to recover serial triggering"KILLED as a design rule — contradicted in sign by the one series with assigned numbers
"No model in this literature contains both requirements"KILLED — the optimal-dwell window is thirty years old and its author's review states it
The serial-engagement deficit as the frameREPLACED by occupancy, which predicts all three published CD3-attenuation observations
Glycocalyx, ESCRT repair, PD-L1/PD-1, serpin B9ADDED to the cast — all four are defenses; we had modeled only the attack
Contact area as a limitationUPGRADED to the discriminating observable, two accounts 200× apart
Three inconsistent sets of bridged lifetimes across our own scriptsRECONCILED — one authoritative source; 160 h and 10.0 h were wrong, 115.5 h and 9.6 h stand
Two fabricated author lists in new referencesMY ERROR, FIXED — caught before publishing; both verified against source

Deliverables

itemstate
Manuscript — journal format, 35 tables, 12 figures, refs 1–26current on mainline, version 34
Submission PDFopen — requires the pdf format skill
Reference 26 (CLDN18.2)secondary source — must be replaced before submission
Combined review package, single uploadneeds a refresh for this session's changes
Platform — manuscript, three-act simulation, microenvironment atlas, barrier map, transfers, frontiers, this boardpublished behind a front door
Microenvironment atlas — 13 environments, 74 treatment-span beats, 37 targets scored for reachv1 published; only 3 of 37 targets are reachable by an antibody

Six claims were killed in one session and the arithmetic was wrong in none of them. Every failure was a claim about what the arithmetic meant, or about what nobody had done yet.

Ranked by consequence, not by cost. Every figure quoted here traces to a project doc with its derivation and its corrections; the manuscript carries none of that drafting history by design. Nothing in this program was measured by us — it is arithmetic on published rate constants, plus published sources read for their numbers rather than their abstracts.

The Engager ProgramLuminary Studies