Tailoring industrial enzymes for thermostability and activity evolution by the machine learning-based iCASE strategy.

Zheng N, Cai Y, Zhang Z, Zhou H, Deng Y, Du S, Tu M, Fang W, Xia X

DOI: 10.1038/s41467-025-55944-5
Published: 2025 Jan 11
Container: Nature communications
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41467-025-55944-5,
  title = {Tailoring industrial enzymes for thermostability and activity evolution by the machine learning-based iCASE strategy.},
  author = {Zheng N and Cai Y and Zhang Z and Zhou H and Deng Y and Du S and Tu M and Fang W and Xia X},
  year = {2025},
  journal = {Nature communications},
  doi = {10.1038/s41467-025-55944-5},
  url = {https://doi.org/10.1038/s41467-025-55944-5}
}

RIS

TY  - JOUR
TI  - Tailoring industrial enzymes for thermostability and activity evolution by the machine learning-based iCASE strategy.
AU  - Zheng N
AU  - Cai Y
AU  - Zhang Z
AU  - Zhou H
AU  - Deng Y
AU  - Du S
AU  - Tu M
AU  - Fang W
AU  - Xia X
PY  - 2025
JO  - Nature communications
DO  - 10.1038/s41467-025-55944-5
UR  - https://doi.org/10.1038/s41467-025-55944-5
ER  -

APA

N, Z., Y, C., Z, Z., H, Z., Y, D., S, D., M, T., W, F., & X, X. (2025). Tailoring industrial enzymes for thermostability and activity evolution by the machine learning-based iCASE strategy.. Nature communications. https://doi.org/10.1038/s41467-025-55944-5

Source records

pubmed · retrieved 2026-09-25T21:49:41.359Z