Targeting of misfolded, pathogenic TDP‐43 with rationally designed antibodies
Bibliographic record
Abstract
Abstract Background Misfolded, aggregated TDP‐43 has been implicated in the pathogenesis of amyotrophic lateral sclerosis (ALS), frontotemporal lobar dementia (FTLD) and limbic‐predominant age‐related TDP‐43 encephalopathy (LATE) through direct toxicity, loss of function of normal TDP‐43, induction of misfolding of other neuronal proteins, and prion‐like, cell‐to‐cell propagation of disease. We sought to generate antibodies selectively targeting the misfolded, pathogenic form of TDP‐43 while sparing physiological forms of TDP‐43 important for normal cell function. Method Mice and rabbits were immunized with an unfolded N‐terminal domain (NTD) linear epitope predicted to become exposed in cytosolically mislocalized, aggregated TDP‐43 but otherwise buried in natively folded TDP‐43. Selectivity of polyclonal antibody (pAb) for misfolded NTD was confirmed by studies with denaturing and native gel electrophoresis followed by immunoblotting. Monoclonal antibody (mAb) affinity for the immunizing peptide was measured by surface plasmon resonance (SPR). mAb selectivity for pathogenic, aggregated TDP43 was assessed by immunocytochemistry (ICC) of HEK293FT cells transfected with mutant TDP‐43 lacking a functional nuclear localization signal (DNLS) or upon arsenite stress, and by immunohistochemistry (IHC) on patient samples. The ability of mAbs to inhibit cell‐to‐cell transmission of DNLS TDP‐43 was evaluated in cell culture. Result Affinity‐purified pAb from immunized animals displayed reactivity with recombinant NTD under denaturing but not native conditions, indicating selectivity for unfolded NTD. mAb clones displayed pM affinity for the NTD epitope by SPR. ICC showed mAb reactivity with cytoplasmic aggregates of DNLS‐TDP‐43 but not wild‐type nuclear TDP‐43. Antibodies also did not recognize TDP‐43 in physiological stress granules in HEK‐293FT cells. IHC of ALS and FTLD CNS sections, but not normal control, confirmed selective immunoreactivity of mAbs with pathogenic TDP‐43. In cell culture, mAbs inhibited transmission of misfolding TDP‐43 from the conditioned medium of donor HEK293FT cells transfected with DNLS‐TDP‐43 to naïve recipient cells. Conclusion Immunization with an NTD epitope of misfolded TDP‐43 gave rise to mAbs selective for pathogenic vs physiologically important forms of TDP‐43. The mAbs were capable of inhibiting cell‐to‐cell propagation of misfolding TDP43 in vitro. Such antibodies may have value against extracellular transmission of misfolding TDP‐43 or as pathogenic TDP43‐specific intrabodies expressed intracellularly.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".