A Thermodynamic Study of Adenine and Thymine Substitutions in the Loops of the Oligodeoxyribonucleotide HTel
Bibliographic record
Abstract
Guanine-rich DNA oligodeoxyribonucleotides (ODN) can form four-stranded structures named quadruplexes (G4s), which are stabilized via the association of four guanine bases. Quadruplexes have a high level of conformational diversity depending on the molecularity, sequence, and the cation conditions of the G4 formation. Monomolecular G4 structures have nonguanine loops that usually consist of between one and four adenine and thymine residues. In the work reported here, we systematically modified the nucleotides in the loops of the 22 nucleotide ODN, HTel, which contains four repeats of the human telomeric sequence, GGGTTA. We studied the effect of different types of bases in the loops on the stability and topology of the G4s formed. We show that lower steric hindrance of pyrimidine residues increases the stability of G4s with a major enthalpic contribution. Stacking of the loop bases onto tetrads could compensate for the loss of rotational freedom. In addition, in the presence of sodium, the stabilities of the G4s are loop dependent. In the presence of potassium, the stability of G4 depend on the sequences of each loop. Lastly, in the presence of potassium ions, the modified HTel ODNs may exist in equilibrium of the two types of the hybrid topology, and these structures are stabilized by the second loop. Modifications of the bases in this loop change the topology and stability of the folded structures.
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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) | 0.000 | 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) | 0.001 | 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".