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Record W4406559981 · doi:10.1016/j.omtn.2025.102452

Redefining NSP12 activity in SARS-CoV-2 and its regulation by NSP8 and NSP7

2025· article· en· W4406559981 on OpenAlexaff
Deepa Singh, Tushar Kushwaha, Rajkumar Kulandaisamy, Vikas Kumar, Kamal Baswal, Saras H Tiwari, A. K. Ghorai, Manoj Kumar, Saroj Kumar, Soumya De, Polamarasetty Aparoy, Deepak Sehgal, Madhumohan R. Katika, Suresh Gadde, Marceline Côté, Sarala Rani Kayampeta, Mohan Babu Appaiahgari, Krishna Kishore Inampudi

Bibliographic record

VenueMolecular Therapy — Nucleic Acids · 2025
Typearticle
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsUniversity of Ottawa
FundersAll-India Institute of Medical SciencesScience and Engineering Research BoardIndian Council of Medical ResearchDepartment of Science and Technology, Ministry of Science and Technology, IndiaBiotechnology Industry Research Assistance CouncilDepartment of Biotechnology, Ministry of Science and Technology, India
KeywordsCoronavirus disease 2019 (COVID-19)Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)2019-20 coronavirus outbreakVirologyBetacoronavirusNeuroscienceBiologyCognitive sciencePsychologyMedicineInternal medicineInfectious disease (medical specialty)

Abstract

fetched live from OpenAlex

RdRp is a critical component of an RNA virus life cycle. Among coronaviruses, NSP12 , along with one copy of NSP7 and two copies of NSP8 , forms the RdRp holoenzyme and exhibits polymerase activity. While coronavirus RNA replication is sufficiently understood, the interplay among these NSP s and its influence on RNA binding and nascent strand synthesis remains poorly understood. Here, we reconstituted a functional RdRp holoenzyme using recombinant SARS-CoV-2 NSP12 , NSP7 , and NSP8 in vitro . Molecular interactions among NSP s and their effect on the polymerase activity were investigated, wherein NSP12 alone exhibited notable activity, which was further enhanced by the presence of both NSP7 and NSP8 . The presence of only one cofactor, either NSP7 or NSP8 , completely inhibited NSP12 activity and led to RNA template detachment. Computational analyses of different NSP12 complexes suggested that binding of NSP7 or NSP8 alone to NSP12 constricts the RNA entry channel, which was higher in the presence of NSP8 , making it inappropriate for RNA entry/binding. We conclude that NSP7 and NSP8 together synergize to enhance the NSP12 activity, but antagonize when alone. These findings have implications for novel drug development, and compounds inhibiting NSP7 or NSP8 interactions with NSP12 can be lethal to coronavirus replication.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.027
GPT teacher head0.329
Teacher spread0.302 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueMolecular Therapy — Nucleic AcidsSame topicSARS-CoV-2 and COVID-19 ResearchFrench-language works237,207