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Record W4412556147 · doi:10.1016/j.xpro.2025.103963

Protocol for reconstituting enzymatic activities for ultra-large histone methyltransferases NSD1 and SETD2 using a baculovirus expression system

2025· article· en· W4412556147 on OpenAlexafffund
Emily Yeh, Carol Chen, Mahnue Sahn, Jia-Ray Yu

Bibliographic record

VenueSTAR Protocols · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicEpigenetics and DNA Methylation
Canadian institutionsUniversity of British ColumbiaTerry Fox Research InstituteInstitute of Cancer Research
FundersBC Cancer AgencyCanadian Institutes of Health ResearchChildren's Cancer FoundationChildren’s Cancer FoundationUniversity of British ColumbiaCURE Childhood CancerVirginia Polytechnic Institute and State UniversityChildren's Cancer Research Fund
KeywordsMethyltransferaseHistoneHistone methyltransferaseEnzymeChemistryGeneticsBiologyCell biologyBiochemistryMethylationGene

Abstract

fetched live from OpenAlex

Expression and reconstitution of large proteins in the human proteome are challenging and often require the use of a mammalian cell expression system that is costly and inefficient. Here, we present a protocol to reconstitute catalytically active, full-length NSD1 (nuclear receptor binding SET domain protein 1) and SETD2 (SET domain containing 2, histone lysine methyltransferase) using a clonal baculovirus expression system. We describe steps for producing baculovirus, clonal selection, and protein reconstitution. We then detail procedures for using animatic assays. For complete details on the use and execution of this protocol, please refer to Hsu et al. 1 • Instructions for clonal selection of baculovirus using the Sf9 expression system • Expression and purification of large methyltransferases NSD1 and SETD2 • Steps for a histone methyltransferase assay for catalytic activity of NSD1 and SETD2 Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics. Expression and reconstitution of large proteins in the human proteome are challenging and often require the use of a mammalian cell expression system that is costly and inefficient. Here, we present a protocol to reconstitute catalytically active, full-length NSD1 (nuclear receptor binding SET domain protein 1) and SETD2 (SET domain containing 2, histone lysine methyltransferase) using a clonal baculovirus expression system. We describe steps for producing baculovirus, clonal selection, and protein reconstitution. We then detail procedures for using animatic assays.

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 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)0.001
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: Protocol · Consensus signal: Protocol
Teacher disagreement score0.243
Threshold uncertainty score0.785

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.050
GPT teacher head0.409
Teacher spread0.359 · 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 teacher head, not a consensus.

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

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

Citations1
Published2025
Admission routes2
Has abstractyes

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