<i>N</i> ‐ to <i>C</i> ‐Peptide Synthesis, Arguably the Future for Sustainable Production
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A revolution in peptide production arrived from the innovation of carboxylate to amine C- to N-direction solid-phase synthesis. This cornerstone of modern peptide science has enabled multiple academic and industrial applications; however, the process of C- to N-solid phase peptide synthesis (C-N-SPPS) has extreme process mass intensity and poor atom economy. Notably, C-N-SPPS relies upon the use of atom-intensive protecting groups, such as the fluorenylmethyloxycarbonyl (Fmoc) protection and wasteful excess of protected amino acids and coupling agents. On the other hand, peptide synthesis in the amine to carboxylate N- to C-direction offers potential to minimize protection and may arguably enable more efficient means for manufacturing peptides. For example, efficient amide bond formation in the N- to C-direction has been accomplished using methods employing thioesters, vinyl esters, and transamidation to achieve peptide synthesis with minimal epimerization. This review aims to provide an overview of N- to C-peptide synthesis indicating advantages in taking this avenue for sustainable peptide production.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 it