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Record W4403340114 · doi:10.1002/adtp.202400231

Unlocking the Potential of Chemically Modified Nucleic Acid Therapeutics

2024· article· en· W4403340114 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueAdvanced Therapeutics · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicRNA Interference and Gene Delivery
Canadian institutionsUniversity of OttawaUniversity of Alberta
Fundersnot available
KeywordsNucleic acidChemistryComputational biologyBiochemical engineeringCombinatorial chemistryNanotechnologyBiologyBiochemistryEngineeringMaterials science

Abstract

fetched live from OpenAlex

Abstract Nucleic acid therapeutics have demonstrated tremendous potential for treating diseases by targeting the genetic underpinnings at the transcriptomic level. However, their efficacy hinges on robust strategies to protect nucleic acids from degradation during circulation and to facilitate precise delivery to diseased tissues and cells. Here the critical roles of chemical modification and bioconjugation in advancing nucleic acid therapeutics for improved binding affinity, enhanced stability, and targeted delivery are reviewed. Commencing diverse applications, the significance of different chemical modifications is discussed based on recent literature and clinical products, on oligonucleotides. These modifications encompass backbone, ribose, base alterations and bioconjugation techniques such as N ‐acetylgalactosamine (GAlNac), aptamers, antibodies, and cell‐penetrating peptides (CPPs). Supported by a clinical perspective, diverse applications and ongoing developments are highlighted. Furthermore, the current landscape of nucleic acid therapeutics and their potential in addressing genetic disorders with multiple cellular/organelle targeting is discussed. Here the promising prospect of combining chemical innovation and bioconjugation strategies is underscored to propel the development of more effective nucleic acid therapeutics.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.075
Threshold uncertainty score0.528

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.015
GPT teacher head0.272
Teacher spread0.257 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it