| 1. |
- Darmanis, Spyros, et al.
(författare)
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ProteinSeq : high-performance proteomic analyses by proximity ligation and next generation sequencing
- 2011
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Ingår i: PLOS ONE. - : Public Library of Science (PLoS). - 1932-6203. ; 6:9, s. e25583-
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Tidskriftsartikel (refereegranskat)abstract
- Despite intense interest, methods that provide enhanced sensitivity and specificity in parallel measurements of candidate protein biomarkers in numerous samples have been lacking. We present herein a multiplex proximity ligation assay with readout via realtime PCR or DNA sequencing (ProteinSeq). We demonstrate improved sensitivity over conventional sandwich assays for simultaneous analysis of sets of 35 proteins in 5 μl of blood plasma. Importantly, we observe a minimal tendency to increased background with multiplexing, compared to a sandwich assay, suggesting that higher levels of multiplexing are possible. We used ProteinSeq to analyze proteins in plasma samples from cardiovascular disease (CVD) patient cohorts and matched controls. Three proteins, namely P-selectin, Cystatin-B and Kallikrein-6, were identified as putative diagnostic biomarkers for CVD. The latter two have not been previously reported in the literature and their potential roles must be validated in larger patient cohorts. We conclude that ProteinSeq is promising for screening large numbers of proteins and samples while the technology can provide a much-needed platform for validation of diagnostic markers in biobank samples and in clinical use.
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| 2. |
- Nong, Rachel Yuan, 1982-
(författare)
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Proximity Ligation Assays for Disease Biomarkers Analysis
- 2011
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- One of the pressing needs in the field of disease biomarker discovery is new technologies that could allow high performance protein analysis in different types of clinical material, such as blood and solid tissues. This thesis includes four approaches that address important limitations of current technologies, thus enabling highly sensitive, specific and parallel protein measurements.Paper I describes a method for sensitive singleplex protein detection in complex biological samples, namely solid phase proximity ligation assay (SP-PLA). SP-PLA exhibited improved sensitivity compared to conventional sandwich immunoassays. We applied SP-PLA to validate the potential of GDF-15 as a biomarker for cardiovascular disease. Paper II describes ProteinSeq, a multiplexed immunoassay based on the principle of SP-PLA, for parallel detection of 36 proteins using next-generation sequencing as readout. ProteinSeq exhibited improved sensitivity compared to multiplexed sandwich immunoassays, and the potential to achieve even higher levels of multiplexing while preserving a high sensitivity and specificity. We applied ProteinSeq to analyze 36 proteins, including one internal control, in 5 μl of plasma samples in a cohort of patients with cardiovascular disease and healthy controls.Paper III describes PLA-DTM, a strategy for recording all possible interactions between sets of proteins in clinical samples. Individual proteins and their interactions are first encoded to dual barcoded DNA by PLA, and the barcodes are interrogated by a method named dual tag microarray (DTM). We applied the method for studying interactions among protein members of the NFκB signaling pathway.Paper IV describes a novel probing strategy for analyzing individual biomolecules in solution or in situ. The technique employs a new class of probes for unfolding proximity ligation assays - uPLA probes. The probes are designed so that each probe set is sufficient in forming and replicating circular DNA reporter, without interactions among themselves when incubated with the sample. The uPLA probing strategy provides ease in the design of multiple probe sets in parallelized assays while enhancing the specificity of detection. We used the uPLA probes to detect various targets, including synthetic DNA and cancer-related transcripts in situ.
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| 3. |
- Nong, Rachel Yuan, 1982-, et al.
(författare)
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Unfolding proximity ligation probes for measuring and imaging individual nucleic acid and protein molecules
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Annan publikation (övrigt vetenskapligt/konstnärligt)abstract
- We present a new class of probes for molecular detection reactions - probes for unfolding proximity ligation assays. These are secondarily structured nucleic acid reagents that can be induced to unfold in order to undergo proximity ligation reactions, followed by visualization via localized single molecule amplification. The probes enable highly specific targeting of individual nucleic acid or protein molecule. We demonstrated the performance of these new probes by detecting synthetic DNA and cancer-related transcripts in situ and multiplex probing of proteins in solution.
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| 4. |
- Zanini, Fabio, et al.
(författare)
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Northstar enables automatic classification of known and novel cell types from tumor samples
- 2020
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Ingår i: Scientific Reports. - : NATURE RESEARCH. - 2045-2322. ; 10:1
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Tidskriftsartikel (refereegranskat)abstract
- Single cell transcriptomics is revolutionising our understanding of tissue and disease heterogeneity, yet cell type identification remains a partially manual task. Published algorithms for automatic cell annotation are limited to known cell types and fail to capture novel populations, especially cancer cells. We developed northstar, a computational approach to classify thousands of cells based on published data within seconds while simultaneously identifying and highlighting new cell states such as malignancies. We tested northstar on data from glioblastoma, melanoma, and seven different healthy tissues and obtained high accuracy and robustness. We collected eleven pancreatic tumors and identified three shared and five private neoplastic cell populations, offering insight into the origins of neuroendocrine and exocrine tumors. Northstar is a useful tool to assign known and novel cell type and states in the age of cell atlases.
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