The LINC00479 gene is classified as a long intergenic non-coding RNA (lncRNA) that may play a role in various biological processes, despite its designation as a "dubious" coding sequence (CDS) prediction.

### 1. Associated Genes
Although the NCBI and UniProt summaries do not provide specific related genes, studies on lncRNAs often reveal connections to various protein-coding genes, especially in regulatory networks. LINC00479 may interact or be co-expressed with genes involved in cellular processes such as differentiation, proliferation, and responses to environmental stimuli. However, specific details of associations will largely depend on ongoing research since lncRNAs are frequently implicated in complex regulatory networks.

### 2. Aging and Age-related Diseases
Current literature does not detail direct associations between LINC00479 and aging or age-related diseases explicitly. Generally, lncRNAs play critical roles in cellular aging processes, inflammation, and cellular stress responses, which can influence age-related pathologies, including cancer and neurodegenerative diseases. To find specific studies linking LINC00479 to aging, further exploration of its expression patterns in aging tissues or its potential regulatory targets would be necessary.

### 3. Drug Interactions
Currently, there is no specific information about any drugs or drug classes that interact directly with the LINC00479 gene. However, lncRNAs can modulate drug responses and the effectiveness of pharmacotherapies in various diseases, which is an active area of research. Investigating drugs that indirectly affect or are influenced by lncRNA networks could provide insights into potential therapeutic avenues related to LINC00479.

### 4. Pathways and Biological Processes
The precise biological functions and pathways that involve LINC00479 are not thoroughly elucidated in available literature. However, lncRNAs, in general, have various roles, including:

- **Gene Regulation**: LINC00479 may participate in the regulation of gene expression at various levels (transcriptionally or post-transcriptionally).
- **Epigenetic Regulation**: It may be involved in chromatin remodeling or interacting with transcription factors or other regulatory proteins.
- **Developmental Processes**: Many lncRNAs play essential roles during embryonic development.
- **Cellular Responses to Stress**: lncRNAs can be involved in the cellular stress response and inflammation processes.

Overall, further functional characterization of LINC00479 is required to confirm its roles in these biological processes and pathways as well as its potential implications in aging and disease. The landscape of lncRNA research is rapidly evolving, thus ongoing studies may reveal more about LINC00479's significance in health and disease contexts.