TY - GEN N2 - Prostate cancer is the second most commonly diagnosed cancer in men worldwide. This thesis leverages novel single-cell epigenomic and proteomic approaches to aid in the identification of precise subtypes of prostate tumors that are organ-confined at the time of diagnosis. We first utilize cyclic immunofluorescent imaging to profile the spatial heterogeneity of prostate tumors and uncover risk-level and Gleason Pattern specific cell types and cellular interactions. Next, we perform single-cell ATAC sequencing of the same tumors and identify unique genomic regions associated with high-risk tumors and immune response signatures associated with low-risk tumors. Finally, we develop assays that enable multiplex imaging of biomarkers isolated from low-volume liquid biopsy samples. Our work uncovers unique cellular and molecular markers, which hold the potential to become novel prognostic factors, and presents a multiplex liquid biopsy approach for the detection of prostate cancer for precise treatment strategies. DO - 10.6083/n583xv754 DO - DOI AB - Prostate cancer is the second most commonly diagnosed cancer in men worldwide. This thesis leverages novel single-cell epigenomic and proteomic approaches to aid in the identification of precise subtypes of prostate tumors that are organ-confined at the time of diagnosis. We first utilize cyclic immunofluorescent imaging to profile the spatial heterogeneity of prostate tumors and uncover risk-level and Gleason Pattern specific cell types and cellular interactions. Next, we perform single-cell ATAC sequencing of the same tumors and identify unique genomic regions associated with high-risk tumors and immune response signatures associated with low-risk tumors. Finally, we develop assays that enable multiplex imaging of biomarkers isolated from low-volume liquid biopsy samples. Our work uncovers unique cellular and molecular markers, which hold the potential to become novel prognostic factors, and presents a multiplex liquid biopsy approach for the detection of prostate cancer for precise treatment strategies. T1 - Multi-omic characterization of localized prostate cancer and development of multiplex liquid biopsy assays for accurate patient stratification DA - 2021 AU - Sayar, Zeynep L1 - https://digitalcollections.ohsu.edu/record/9380/files/Sayar.Zeynep.2021.pdf PB - Oregon Health and Science University PY - 2021 ID - 9380 L4 - https://digitalcollections.ohsu.edu/record/9380/files/Sayar.Zeynep.2021.pdf KW - Prostatic Neoplasms KW - Prostate-Specific Antigen KW - Liquid Biopsy KW - Immunity KW - Genomics TI - Multi-omic characterization of localized prostate cancer and development of multiplex liquid biopsy assays for accurate patient stratification Y1 - 2021 L2 - https://digitalcollections.ohsu.edu/record/9380/files/Sayar.Zeynep.2021.pdf LK - https://digitalcollections.ohsu.edu/record/9380/files/Sayar.Zeynep.2021.pdf UR - https://digitalcollections.ohsu.edu/record/9380/files/Sayar.Zeynep.2021.pdf ER -