Selective targeting of intracellular, misfolded, pathogenic TDP‐43 with rationally designed intrabodies
Bibliographic record
Abstract
Abstract Background Cytoplasmically mislocalized aggregates of TDP‐43 have been implicated in the pathogenesis of amyotrophic lateral sclerosis (ALS), frontotemporal lobar degeneration (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 generated monoclonal antibodies (mAbs) selective for the misfolded form of TDP‐43 and derived single chain intrabody constructs to allow for intracellular targeting of pathogenic TDP‐43 without interfering with physiological forms of TDP‐43 important for normal cell function. Method Monoclonal antibodies (mAbs) were generated by immunization with an unfolded N‐terminal domain (NTD) linear epitope predicted to become exposed in cytoplasmically mislocalized aggregates of TDP‐43 but otherwise buried in natively folded TDP‐43. The selectivity of mAbs for pathogenic, aggregated TDP‐43 was assessed by immunocytochemistry (ICC) of HEK293FT cells transfected with mutant TDP‐43 (DNLS‐TDP‐43) and by immunohistochemistry (IHC) on patient samples. Single chain (scFv) intrabody constructs were derived from selective antibodies and HEK293FT cells were co‐transfected with plasmids encoding intrabodies and misfolding DNLS‐TDP‐43. The selective interaction of expressed intrabodies with cytoplasmic DNLS‐TDP‐43 aggregates was assessed by ICC, and clearance of the aggregates was evaluated by western blot analysis of cell lysates. Result ICC showed mAb reactivity with cytoplasmic aggregates of transfected DNLS‐TDP‐43 but not endogenous wild‐type nuclear TDP‐43. IHC of ALS and FTLD CNS sections confirmed immunoreactivity specifically with pathogenic TDP‐43 in patient samples. Similarly, co‐transfection of DNLS‐TDP‐43 and scFv intrabody constructs showed intracellular interaction of intrabodies with misfolded cytoplasmic aggregates of TDP‐43 but not with normal, nuclear TDP‐43. In agreement with a lack of interference with normal TDP‐43, the robust expression of intrabodies did not affect cell viability. Intracellular clearance of the aggregates was observed in western blots of the cell lysates and was enhanced by the inclusion of a lysosomal targeting signal in the intrabody constructs. Conclusion Immunization with an NTD epitope of misfolded TDP‐43 gave rise to mAbs selective for pathogenic vs physiologically important forms of TDP‐43. Intrabody constructs derived from these mAbs were able to promote clearance of intracellular pathogenic TDP‐43 without toxicity to the cells.
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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) | 0.000 | 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".