Chemical characterization of a lambda I amyloid protein isolated from formalin-fixed and paraffin-embedded tissue sections
Bibliographic record
Abstract
Amyloid protein was isolated from formalin-fixed paraffin-embedded heart tissue sections from a patient with primary (AL) amyloidosis by extraction with 6 M guanidine HCl. SDS-PAGE analysis of extracted material showed a major band at 16 kDa and a minor band at 18 kDa. Edman degradation analysis before and after pyroglutamate aminopeptidase treatment showed that the amyloid protein contained N-terminal pyroglutamic acid and was derived from an immunoglobulin lambda light chain. Analysis of tryptic peptides from the extract identified the amyloid protein as a lambda I. Of particular interest is that almost the entire amyloid protein amino acid sequence could be obtained from the cardiac sections. These results demonstrate that formalin-fixed paraffin-embedded tissue sections can be used for extensive biochemical characterization of amyloid proteins and will become a valuable source for isolation and extensive biochemical characterization of amyloid proteins as they are now a valuable source for isolation of DNA for genetic analysis.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 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 | 0.000 |
| 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 teacher head, 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".