In this episode of Longevity Papers, we critically analyze five groundbreaking research papers for biotech researchers and longevity enthusiasts: 1) Lysosomes Signal through Epigenome to Regulate Longevity across Generations (Zhang et al., HHMI Janelia Research Campus, May 24, 2025, https://www.biorxiv.org/content/10.1101/2025.05.21.652954v1) - We explore how lysosomal metabolic pathways regulate transgenerational longevity in C. elegans via H3.3 histone transport and H3K79 methylation. The germline-specific epigenetic inheritance mechanism challenges conventional views of aging as irreversible. We discuss the controversial implications for mammalian reprogramming. 2) Multi-Omics Analysis Reveals Biomarkers That Contribute to Biological Age Rejuvenation in Response to Therapeutic Plasma Exchange (Fuentealba et al., Buck Institute for Research on Aging, May 27, 2025, https://pubmed.ncbi.nlm.nih.gov/40424097/) - We examine how therapeutic plasma exchange reversed epigenetic aging in 42 older adults across 15 clocks. The monthly protocol showed strongest effects but raises questions about IVIG confounding and whether this represents true multi-omic reset versus transient biomarker modulation. 3) Improving Cellular Senescence Detection with Weak Gene Markers in Single-Cell RNA-seq via Iterative Imputation (Xu et al., Southeast University, May 29, 2025, https://www.biorxiv.org/content/10.1101/2025.05.25.656048v1) - We analyze the ICE computational framework that boosts senescent cell detection accuracy from 56% to 98% in pancreatic tissue. The method overcomes limitations of weak markers like p16 and enables precise mapping in Alzheimers microglia, potentially resolving controversies in senolytic efficacy studies. 4) Multiplexed Targeted Spatial Mass Spectrometry Imaging Assays to Monitor Lipids and NAD+ Metabolites in CD38 Knockout Mice (Schurman et al., Buck Institute for Research on Aging, May 26, 2025, https://www.biorxiv.org/content/10.1101/2025.05.25.655991v1) - We investigate the iprm-PASEF imaging technique that revealed increased NAD+ and altered lipid distribution in CD38-/- livers at subcellular resolution. The spatial metabolomics approach provides unprecedented insight but raises questions about immune tradeoffs of CD38 inhibition. 5) Telomeric Antisense Oligonucleotides Reduce Premature Aging Phenotypes in Telomerase Mutant Zebrafish (Allavena et al., Institute for Research on Cancer and Aging of Nice, May 27, 2025, https://www.biorxiv.org/content/10.1101/2025.05.23.655694v1) - We review how single-dose tASOs rescued developmental defects and enhanced fertility in telomerase-deficient zebrafish by inhibiting tncRNA-mediated DNA damage response. The transgenerational effects suggest epigenetic reprogramming but highlight zebrafish-mammalian translation challenges. Throughout the episode, we delve into experimental methods, interpret figures beyond the abstracts, maintain healthy skepticism toward preliminary findings, and propose crucial follow-up studies to validate each papers conclusions. Special focus is given to the paradigm-shifting implications of lysosomal epigenetics and clinical translation of plasma exchange rejuvenation.