Coenzyme Q10 (coq10 lp, coq10 mito porter) is a mitochondrial protective therapeutic supplementation agent that functions in mitochondrial-targeted delivery contexts and is used to support mitochondrial function. It has a clear precision-medicine role in steroid-resistant nephrotic syndrome, where supplementation benefits cases with coq2 or pdss2 mutations, consistent with its role as a treatment for primary…
mtDNA, or mitochondrial DNA, is the small mitochondrial genome that serves as an editing target and a regulator of mitochondrial-nuclear communication, with its copy number and heteroplasmy shaping cellular responses. It is involved in innate immune activation and inflammatory signaling, including cgas sting and nlrp3 inflammasome pathways, and its release from structurally intact mitochondria can…
Mass spectrometry (MS) is a reference analytical method used to identify and quantify molecules by measuring mass-to-charge signals, and here it is described as an established orthogonal technique for comparison with nanopore direct RNA sequencing results. It is broadly applied in proteomics, metabolomics, and biomarker detection, including protein/peptide/metabolite profiling for bladder cancer and metabolite analysis…
Multiomics is an integrated molecular profiling approach that combines genomic, epigenomic, transcriptomic, proteomic, and metabolomic signals to capture biology across multiple layers at once. Its primary function is to improve early detection and minimal residual disease (MRD) monitoring by identifying biomarker patterns that single-omics assays may miss. It is being applied in colorectal cancer liquid…
Spatial transcriptomics is a spatial omics technology that measures transcriptomic information while preserving tissue context, making it useful for mapping cell states and microenvironments rather than only averaged bulk signals. It is integrated into multimodal training frameworks such as cross scale multimodal framework and spahe infil, where it is combined with whole-slide images or bulk/single-cell…
