Nanomaterials-modified electrochemical sensors for sensitive determination of alkaloids: r

A database compiled by Gañán Aceituno, Judith, harvested from e-cienciaDatos and last updated in October 2025. It contains information on alkaloids, including their chemical groups, biological distribution, pharmacological activity, and adverse effects. A second sheet details nanomaterial modifiers used in electrochemical sensors for detecting these alkaloids.

Use Cases

• Correlate alkaloid pharmacological activity with chemical group based on the reviewed compound information.
• Identify suitable nanomaterial modifiers for electrochemical sensor design based on the sensor review data.
• Assess potential adverse effects of specific alkaloids for safety evaluations in pharmaceutical or food contexts.
• Compare the biological distribution of alkaloids across different sample types mentioned in the description.

Strengths

• Data is structured across two distinct sheets focusing on compounds and sensor technologies.
• Last updated on 2025-10-14, indicating recent maintenance.
• Covers multiple application domains: biological, pharmaceutical, and agri-food samples.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for large-scale ML tasks.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

e-cienciaDatos Harvested Dataverse

Collection Method

Compilation and review of existing research, likely from scientific literature.

Time Range

Recent advances, but specific temporal coverage of the underlying studies is unknown.

Freshness

Last updated 2025-10-14 21:50:44.

Geography

Global scope implied by the research topic, but specific geographic coverage is unknown.