Identification of molecular-neuropathological signatures in AD, FTLD and Long COVID
openNIA - National Institute on Aging
PROJECT SUMMARY/ABSTRACT
Neurodegenerative diseases, including Alzheimer's disease (AD) and frontotemporal lobar degeneration
(FTLD), exhibit neuropathological features (e.g., amyloid and p-tau accumulation) that disproportionately affect
certain brain regions and subsets of cells. This selective vulnerability to neuropathological features has been
recognized for decades, yet its underlying molecular mechanisms remain unclear. Long COVID, a prevalent
post-pandemic condition with largely unknown disease mechanisms, is reported to exhibit p-tau pathology,
linking it to neurodegeneration. Current methods, including single-nucleus RNA sequencing, are unable to
integrate spatial and pathological contexts with transcriptomic profiles, limiting direct molecular characterization
of disease pathology at the single cell level. Here, I propose to leverage single-cell spatial multi-omics on
postmortem brain tissues to in-situ capture molecular and cellular alterations that directly linked to selective
vulnerability to neuropathological features across AD, FTLD, and Long COVID at single-cell resolution—insights
previously unattainable. I will also identify potential pathological modulators using functional genomics in human
induced pluripotent stem cell (iPSC)-derived neurons. In this proposal, Aim1 will characterize neuropathological
and transcriptomic alterations in Long COVID and compare findings to AD and FTLD. Aim2 will leverage same-
slide single-cell spatial multi-omics with neuropathology phenotyping (Xenium 5K + Phenocycler-Fusion) and
define the molecular-neuropathological signatures specific to amyloid, neuronal p-tau, and glial p-tau pathology
in AD, FTLD and Long COVID. Aim3 will employ CRISPRi/a screening in iPSC-derived neurons to identify
neuronal p-tau modifiers from signatures uncovered in Aim2. By integrating single-cell spatial multi-omics with
functional genomics, this project will bridge the gap between neuropathology and molecular profiling, provide
novel insights into selective vulnerability to neuropathological features and identify pathological modulators.
My long-term goal is to become a physician(neuropathologist)-scientist leading a NIH-funded research
laboratory focused on neurodegenerative diseases and COVID-19. This five-year mentored career development
plan will provide the necessary training for my transition to independence, emphasizing expertise in single-cell
spatial transcriptomics and proteomics, bioinformatics, imaging analysis, iPSC technology and CRISPR-based
functional genomics. Additionally, I will deepen my knowledge of neuropathology, molecular genetics, and clinical
aspects of AD, FTLD, and Long COVID. I have assembled a multidisciplinary mentorship team of distinguished
physician-scientists that includes Dr. Daniel Geschwind (primary mentor), Drs. Harry Vinters and Shino Magaki
(co-mentors), and advisory members Drs. Inma Cobos, Vivek Swarup, and Edward Lee. With UCLA's cutting-
edge facilities, exceptional research environment, and strong clinical resources, this award will prepare me to
become a competitive neuropathologist-scientist, advancing our understanding of neurodegenerative diseases
and COVID-19 while informing therapeutic strategies.
Up to $147K
health research