Functional Characterization of Cadmium Resistance Genes in Paecilomyces lilacinus

A 2.0 MB Excel dataset from figshare, last updated on 2026-05-14, containing results from a study on cadmium tolerance mechanisms in the filamentous fungus Paecilomyces lilacinus. The data was generated by author FangMei Wang using high-throughput Illumina HiSeq sequencing and bioinformatics analysis. It focuses on differentially expressed genes, including CreA, ZnT, and MTase, identified as key regulators under heavy metal stress.

Use Cases

• Identify candidate genes for genetic modification to enhance fungal cadmium tolerance based on differential expression analysis.
• Study the functional role of specific gene families (CreA, ZnT, MTase) in heavy metal stress response pathways.
• Develop bioinformatic pipelines for analyzing differential gene expression in environmental fungi under stress conditions.
• Inform strategies for using genetically modified fungi in the bioremediation of heavy metal-contaminated soils.

Strengths

• Dataset is focused on a specific environmental and biological context: cadmium resistance in Paecilomyces lilacinus from the Xiangjiang River Basin.
• Data generation method is explicitly stated: high-throughput Illumina HiSeq sequencing and comprehensive bioinformatics analyses.
• The dataset is shared under a permissive CC-BY-4.0 license, facilitating reuse.

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 machine learning tasks.
• The 2.0 MB file size suggests a small-scale dataset.

Provenance

Source

figshare

Collection Method

High-throughput Illumina HiSeq sequencing and bioinformatics analysis of differentially expressed genes.

Freshness

Last updated 2026-05-14 14:06:10; freshness should be verified.

Geography

Likely relates to soil environments in the Xiangjiang River Basin, China.