Localization of <sup>23</sup>Na<sup>+</sup> in a DNA Quadruplex by High-Field Solid-State NMR
Bibliographic record
Abstract
Monovalent cations such as Na +, K +, and NH 4 + are known to stabilize DNA quadruplexes formed of guanine-quartets. Such structures readily form from the guanine-rich repeat sequences found in telomeres, the physical ends of eukaryotic chromosomes. We present a solid-state NMR approach for studying ions associated with G-quartets based on the direct NMR observation of 23 Na + ion resonances and report new methods for studying quadrupolar nuclei in biological solids. In the tetraplex forming oligonucleotide d(TG 4 T), high-field (17.6 T) NMR spectra cleanly resolve three distinct classes of sodium ions. A high-resolution 2D-MQMAS spectrum established the assignment of an amorphously broadened signal at −19 ppm (relative to 0.1 M NaCl) to surface-bound Na + ions. Two-dimensional nutation spectroscopy was used to indicate the relative size of the quadrupole coupling for each line, while a standard exchange experiment established a correlation between surface (−19 ppm) and channel-bound (6.8 ppm) Na + ions. Finally, free sodium ions are observed at 0 ppm. This work demonstrates the utility of high field spectroscopy in combination with a suite of 2D solid-state NMR experiments for resolving and assigning multiple Na + sites in [d(TG 4 T)] 4 .
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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) | 0.001 | 0.000 |
| 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 | 0.001 |
| 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 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".