Mitochondrial DNA copy number (mtDNA-CN) can be used as a proxy for mitochondrial function and is associated with a number of aging-related diseases. However, it is unclear how mtDNA-CN measured in blood can reflect risk for diseases that primarily manifest in other tissues. Using the Genotype-Tissue Expression Project, we interrogated the relationships between mtDNA-CN measured in whole blood and gene expression from whole blood as well as 47 additional tissues. We evaluated associations between blood-derived mtDNA-CN and gene expression in whole blood for 418 individuals, correcting for known confounders and surrogate variables derived from RNA-sequencing. Using a permutation-derived cutoff (p<2.70e-6), mtDNA-CN was significantly associated with expression for 721 genes in whole blood, including nuclear genes that are required for mitochondrial DNA replication. Significantly enriched pathways included splicing (p=1.03e-8) and ubiquitin-mediated proteolysis (p=2.4e-10). Genes with target sequences for the mitochondrial transcription factor NRF1 were also enriched (p=1.76e-35). In non-blood tissues, there were more significantly associated genes than expected in 30 out of 47 tested tissues, suggesting that global gene expression in those tissues is correlated with mtDNA-CN. Pathways that were associated in multiple tissues included RNA-binding, catalysis, and neurodegenerative disease. We evaluated the association between mtDNA-CN and incident neurodegenerative disease in an independent dataset, the UK Biobank, using a Cox proportional-hazards model. Higher mtDNA-CN was significantly associated with lower risk for incident neurodegenerative disease (HR=0.73, 95% CI= 0.66;0.90). The observation that mtDNA-CN measured in whole blood is associated with gene expression in other tissues suggests that blood-derived mtDNA-CN can reflect metabolic health across multiple tissues. Key pathways in maintaining cellular homeostasis, including splicing, RNA binding, and catalytic genes were significantly associated with mtDNA-CN, reinforcing the importance of mitochondria in aging-related disease. As a specific example, genes involved in neurodegenerative disease were significantly enriched in multiple tissues. This finding, validated in a large independent cohort study showing an inverse association between mtDNA-CN and neurodegenerative disease, solidifies the link between blood-derived mtDNA-CN, altered gene expression in both blood and non-blood tissues, and aging-related disease.