| 1. |
- Arner, P., et al.
(författare)
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Circulating Carnosine Dipeptidase 1 associates with weight loss and poor prognosis in gastrointestinal cancer
- 2015
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Ingår i: PLOS ONE. - : Public Library of Science (PLoS). - 1932-6203. ; 10:4
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Tidskriftsartikel (refereegranskat)abstract
- Background: Cancer cachexia (CC) is linked to poor prognosis. Although the mechanisms promoting this condition are not known, several circulating proteins have been proposed to contribute. We analyzed the plasma proteome in cancer subjects in order to identify factors associated with cachexia. Design/Subjects: Plasma was obtained from a screening cohort of 59 patients, newly diagnosed with suspected gastrointestinal cancer, with (n = 32) or without (n = 27) cachexia. Samples were subjected to proteomic profiling using 760 antibodies (targeting 698 individual proteins) from the Human Protein Atlas project. The main findings were validated in a cohort of 93 patients with verified and advanced pancreas cancer. Results: Only six proteins displayed differential plasma levels in the screening cohort. Among these, Carnosine Dipeptidase 1 (CNDP1) was confirmed by sandwich immunoassay to be lower in CC (p = 0.008). In both cohorts, low CNDP1 levels were associated with markers of poor prognosis including weight loss, malnutrition, lipid breakdown, low circulating albumin/IGF1 levels and poor quality of life. Eleven of the subjects in the discovery cohort were finally diagnosed with non-malignant disease but omitting these subjects from the analyses did not have any major influence on the results. Conclusions: In gastrointestinal cancer, reduced plasma levels of CNDP1 associate with signs of catabolism and poor outcome. These results, together with recently published data demonstrating lower circulating CNDP1 in subjects with glioblastoma and metastatic prostate cancer, suggest that CNDP1 may constitute a marker of aggressive cancer and CC.
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| 2. |
- Darmanis, Spyros, et al.
(författare)
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Identification of Candidate Serum Proteins for Classifying Well-Differentiated Small Intestinal Neuroendocrine Tumors
- 2013
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Ingår i: PLOS ONE. - : Public Library of Science (PLoS). - 1932-6203. ; 8:11, s. e81712-
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Tidskriftsartikel (refereegranskat)abstract
- BackgroundPatients with well-differentiated small intestine neuroendocrine tumors (WD-SI-NET) are most often diagnosed at a metastatic stage of disease, which reduces possibilities for a curative treatment. Thus new approaches for earlier detection and improved monitoring of the disease are required.Materials and methodsSuspension bead arrays targeting 124 unique proteins with antibodies from the Human Protein Atlas were used to profile biotinylated serum samples. Discoveries from a cohort of 77 individuals were followed up in a cohort of 132 individuals both including healthy controls as well as patients with untreated primary WD-SI-NETs, lymph node metastases and liver metastases.Results A set of 20 antibodies suggested promising proteins for further verification based on technically verified statistical significance. Proceeding, we assessed the classification performance in an independent cohort of patient serum, achieving, classification accuracy of up to 85% with different subsets of antibodies in respective pairwise group comparisons. The protein profiles of nine targets, namely IGFBP2, IGF1, SHKBP1, ETS1, IL1α, STX2, MAML3, EGR3 and XIAP were verified as significant contributors to tumor classification.ConclusionsWe propose new potential protein biomarker candidates for classifying WD-SI-NET at different stage of disease. Further evaluation of these proteins in larger sample sets and with alternative approaches is needed in order to further improve our understanding of their functional relation to WD-SI-NET and their eventual use in diagnostics.
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| 3. |
- Darmanis, Spyros, et al.
(författare)
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Multiplexed solid-phase proximity ligation assays: Highly specific and parallel protein measurements with DNA sequencing readout
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Annan publikation (övrigt vetenskapligt/konstnärligt)abstract
- Identification and validation of protein biomarkers is a very important step towards the understanding of the underlying mechanisms of disease, early diagnosis and efficient patient treatment. To carry out this task, methods are needed that would allow us to mine the proteome with sufficient sensitivity and specificity in large sets of samples. We present herein the development of a Multiplexed Proximity Ligation Assay (MultiPLAy), to facilitate efficient protein profiling in a parallel, sensitive and specific manner. We showed that for the simultaneous analysis of 35 proteins MultiPLAy exhibited an improved sensitivity over conventional sandwich assays as well as a smaller susceptibility to background signal increase in the transition from singleplex to multiplex. We used MultiPLAy to identify putative biomarkers in two separate sample cohorts of colorectal cancer (CRC) and cardiovascular disease (CVD) and with the use a novel multivariate analysis approach were able to identify new, as well as already known diagnostic biomarkers. Furthermore we were able to combine MultiPLAy with the use of next-generation sequencing allowing for the first time digital recording of protein profiles in blood. We demonstrated good reproducibility of MultiPLAy coupled to next-generation sequencing, as well as a satisfactory correlation to standard real-time PCR readout. We conclude that MultiPLAy has great potential as a basis for highly multiplexed protein detection assays that can be utilized for the identification of large numbers of proteins or protein variants. This will allow extensive validation of protein expression patterns in biobanked samples and in prospective studies, and can provide a much-needed platform for efficient validation of diagnostic markers for clinical use.
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| 4. |
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| 5. |
- 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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| 6. |
- Darmanis, Spyros, et al.
(författare)
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Self-assembly of proximity probes for flexible and modular proximity ligation assays
- 2007
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Ingår i: BioTechniques. - : Future Science Ltd. - 0736-6205 .- 1940-9818. ; 43:4, s. 443-450
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Tidskriftsartikel (refereegranskat)abstract
- Proximity ligation assay (PLA) is a recently developed strategy for protein analysis in which antibody-based detection of a target protein via a DNA ligation reaction of oligonucleotides linked to the antibodies results in the formation of an amplifiable DNA strand suitable for analysis. Here we describe a faster and more cost-effective strategy to construct the antibody-based proximity ligation probes used in PLA that is based on the noncovalent interaction of biotinylated oligonucleotides with streptavidin followed by the interaction of this complex with biotinylated antibodies.
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| 7. |
- Darmanis, Spyros, et al.
(författare)
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Sensitive plasma protein analysis by microparticle-based proximity ligation assays
- 2010
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Ingår i: Molecular & Cellular Proteomics. - 1535-9476 .- 1535-9484. ; 9:2, s. 327-335
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Tidskriftsartikel (refereegranskat)abstract
- Detection of proteins released in the bloodstream from tissues damaged by disease can promote early detection of pathological conditions, differential diagnostics, and follow-up of therapy. Despite these prospects and a plethora of candidate biomarkers, efforts in recent years to establish new protein diagnostic assays have met with limited success. One important limiting factor has been the challenge of detecting proteins present at trace levels in complex bodily fluids. To achieve robust, sensitive, and specific detection, we have developed a microparticle-based solid-phase proximity ligation assay, dependent on simultaneous recognition of target proteins by three antibody molecules for added specificity. After capture on a microparticle, solid-phase pairs of proximity probes are added followed by washes, enabling detection and identification of rare protein molecules in blood while consuming small amounts of sample. We demonstrate that single polyclonal antibody preparations raised against target proteins of interest can be readily used to establish assays where detection depends on target recognition by three individual antibody molecules, recognizing separate epitopes. The assay was compared with state-of-the-art sandwich ELISAs for detection of vascular endothelial growth factor, interleukin-8 and interleukin-6, and it was found to be superior both with regard to dynamic range and minimal numbers of molecules detected. Furthermore, the assays exhibited excellent performance in undiluted plasma and serum as well as in whole blood, producing comparable results for nine different antigens. We thus show that solid-phase proximity ligation assay is suitable for validation of a variety of protein biomarkers over broad dynamic ranges in clinical samples.
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| 8. |
- Darmanis, Spyros, et al.
(författare)
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Simultaneous Multiplexed Measurement of RNA and Proteins in Single Cells
- 2016
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Ingår i: Cell Reports. - : Elsevier BV. - 2211-1247. ; 14:2, s. 380-389
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Tidskriftsartikel (refereegranskat)abstract
- Significant advances have been made in methods to analyze genomes and transcriptomes of single cells, but to fully define cell states, proteins must also be accessed as central actors defining a cell's phenotype. Methods currently used to analyze endogenous protein expression in single cells are limited in specificity, throughput, or multiplex capability. Here, we present an approach to simultaneously and specifically interrogate large sets of protein and RNA targets in lysates from individual cells, enabling investigations of cell functions and responses. We applied our method to investigate the effects of BMP4, an experimental therapeutic agent, on early-passage glioblastoma cell cultures. We uncovered significant heterogeneity in responses to treatment at levels of RNA and protein, with a subset of cells reacting in a distinct manner to BMP4. Moreover, we found overall poor correlation between protein and RNA at the level of single cells, with proteins more accurately defining responses to treatment.
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| 9. |
- Darmanis, Spyros, 1983-
(författare)
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Solid-phase Proximity Ligation Assays : High-performance and multiplex protein analyses
- 2011
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Protein biomarkers circulating in blood hold the promise of improved diagnosis, prognosis and follow-up of treatment of disease via minimally invasive procedures. For the discovery and validation of such biomarkers, methods are needed that can facilitate parallel, highly specific and in-depth analysis of the blood proteome. The work presented in this thesis intends to develop and apply such assays, building on the concept of the proximity ligation assay (PLA). In paper I, I present an easy and non-expensive alternative for the conjugation of oligonucleotides to antibodies via biotin-streptavidin-biotin interaction. This approach can be used when large sets of antibodies and/or oligos need to be validated for their performance as probes in PLA reactions. In paper II, a solid-phase variant of PLA (SP-PLA) for the detection and quantification of proteins in blood is presented. SP-PLA exhibited an improved limit of detection compared to commercial ELISA assays by two orders of magnitude. In addition SP-PLA exhibited a broader dynamic range by at least one order of magnitude and required only 5 μl of sample, rendering the method very well suited for analyses of precious bio-banked material. Last but not least, SP-PLA was used to validate the diagnostic potential of GDF-15 as a biomarker for cardiovascular disease in a set of cardiovascular disease patients and healthy controls. Paper III discusses the development of a multiplex SP-PLA (MultiPLAy) for the simultaneous detection of 36 proteins in just 5 μl of sample. MultiPLAy exhibited an improved LOD when compared to state-of-the-art bead-based sandwich assays. Most importantly, we observed only a minimal tendency to increased background with multiplexing, compared to a sandwich assay, suggesting that much higher levels of multiplexing will be possible. The assay was used to identify putative biomarkers in sample cohorts of colorectal cancer (CRC) and cardiovascular disease (CVD). Subsequent multivariate analysis revealed previously known diagnostic biomarkers. Furthermore, we successfully applied next-generation sequencing as a readout for the protein assays, allowing for the first time digital recording of protein profiles in blood. In paper IV, we investigated the suitability of prostasomes as blood biomarkers in patients with prostate cancer using a newly developed PLA assay (4PLA) that utilizes five binders for the detection of complex target molecules. The assay successfully detected significantly elevated levels of prostasomes in blood samples from prostate cancer patients prior to radical prostatectomy, compared to controls and men with benign biopsy results.
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| 10. |
- Genshaft, Alex S., et al.
(författare)
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Multiplexed, targeted profiling of single-cell proteomes and transcriptomes in a single reaction
- 2016
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Ingår i: Genome Biology. - : Springer Science and Business Media LLC. - 1465-6906 .- 1474-760X. ; 17
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Tidskriftsartikel (refereegranskat)abstract
- We present a scalable, integrated strategy for coupled protein and RNA detection from single cells. Our approach leverages the DNA polymerase activity of reverse transcriptase to simultaneously perform proximity extension assays and complementary DNA synthesis in the same reaction. Using the Fluidigm C1 (TM) system, we profile the transcriptomic and proteomic response of a human breast adenocarcinoma cell line to a chemical perturbation, benchmarking against in situ hybridizations and immunofluorescence staining, as well as recombinant proteins, ERCC Spike-Ins, and population lysate dilutions. Through supervised and unsupervised analyses, we demonstrate synergies enabled by simultaneous measurement of single-cell protein and RNA abundances. Collectively, our generalizable approach highlights the potential for molecular metadata to inform highly-multiplexed single-cell analyses.
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| 11. |
- Ghanipour, Lana, et al.
(författare)
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Detection of prognostic biomarkers with solid-phase proximity ligation assay in patients with colorectal cancer
- 2016
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Ingår i: Translational Oncology. - : Elsevier BV. - 1944-7124 .- 1936-5233. ; 9:3, s. 251-255
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Tidskriftsartikel (refereegranskat)abstract
- Background: In the search for prognostic biomarkers a significant amount of precious biobanked blood samples is needed if conventional analyses are used. Solid-phase proximity ligation assay (SP-PLA) is an analytic method with the ability to analyse many proteins at the same time in small amounts of plasma. The aim of this study was to explore the potential use of SP-PLA in patients with colorectal cancer (CRC).Material and methods: Plasma from patients with stage I-IV CRC, with (n=31) and without (n=29) disease dissemination at diagnosis or later, was analysed with SP-PLA using 35 antibodies targeting an equal number of proteins in 5 ml plasma. Carcinoembryonic antigen (CEA), analysed earlier on this cohort, was used as a reference.Results: A total of 21 of the 35 proteins were detectable with SP-PLA. Patients in stage II-III with disseminated disease had lower plasma concentrations of HCC-4 (p=0.025). Low plasma levels of TIMP-1 were seen in patients with disseminated disease stage II (p=0.003). The level of CEA was higher in patients with disease dissemination compared to those without (p=0.007).Conclusion: SP-PLA has the ability to analyse many tumour markers simultaneously in a small amount of blood. However, none of the markers selected for the present SP-PLA analyses gave better prognostic information compared with CEA.
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| 12. |
- Kamali-Moghaddam, Masood, et al.
(författare)
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Sensitive detection of A beta protofibrils by proximity ligation : relevance for Alzheimer's disease
- 2010
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Ingår i: BMC Neuroscience. - : Springer Science and Business Media LLC. - 1471-2202. ; 11, s. 124-
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Tidskriftsartikel (refereegranskat)abstract
- Background: Protein aggregation plays important roles in several neurodegenerative disorders. For instance, insoluble aggregates of phosphorylated tau and of A beta peptides are cornerstones in the pathology of Alzheimer's disease. Soluble protein aggregates are therefore potential diagnostic and prognostic biomarkers for their cognate disorders. Detection of the aggregated species requires sensitive tools that efficiently discriminate them from monomers of the same proteins. Here we have established a proximity ligation assay (PLA) for specific and sensitive detection of A beta protofibrils via simultaneous recognition of three identical determinants present in the aggregates. PLA is a versatile technology in which the requirement for multiple target recognitions is combined with the ability to translate signals from detected target molecules to amplifiable DNA strands, providing very high specificity and sensitivity. Results: For specific detection of A beta protofibrils we have used a monoclonal antibody, mAb158, selective for A beta protofibrils in a modified PLA, where the same monoclonal antibody was used for the three classes of affinity reagents required in the assay. These reagents were used for detection of soluble Ab aggregates in solid- phase reactions, allowing detection of just 0.1 pg/ml A beta protofibrils, and with a dynamic range greater than six orders of magnitude. Compared to a sandwich ELISA setup of the same antibody the PLA increases the sensitivity of the Ab protofibril detection by up to 25- fold. The assay was used to measure soluble Ab aggregates in brain homogenates from mice transgenic for a human allele predisposing to A beta aggregation. Conclusions: The proximity ligation assay is a versatile analytical technology for proteins, which can provide highly sensitive and specific detection of A beta aggregates - and by implication other protein aggregates of relevance in Alzheimer's disease and other neurodegenerative disorders.
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| 13. |
- Nong, Rachel Yuan, et al.
(författare)
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DNA-assisted protein detection technologies
- 2012
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Ingår i: Expert Review of Proteomics. - 1478-9450 .- 1744-8387. ; 9:1, s. 21-32
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Forskningsöversikt (refereegranskat)abstract
- Improved protein assays promise to offer new insights into biological processes as well as the identification of new, clinically important biomarkers. In recent years, a number of approaches have been developed where protein-binding reagents, typically antibodies, are equipped with DNA strands to enable protein analyses via powerful nucleic acid detection reactions for improved performance. In this review, we provide a background to this emerging field, and we describe several different ways in which these reagents can improve protein analyses by lowering detection thresholds, improving multiplexing and extending the range of biomolecules available for analysis, both in research settings and in clinical routine.
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| 14. |
- Nong, Rachel Yuan, et al.
(författare)
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Solid-phase proximity ligation assays for individual or parallel protein analyses with readout via real-time PCR or sequencing
- 2013
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Ingår i: Nature Protocols. - : Springer Science and Business Media LLC. - 1754-2189 .- 1750-2799. ; 8:6, s. 1234-1248
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Tidskriftsartikel (refereegranskat)abstract
- Solid-phase proximity ligation assays share properties with the classical sandwich immunoassays for protein detection. The proteins captured via antibodies on solid supports are, however, detected not by single antibodies with detectable functions, but by pairs of antibodies with attached DNA strands. Upon recognition by these sets of three antibodies, pairs of DNA strands brought in proximity are joined by ligation. The ligated reporter DNA strands are then detected via methods such as real-time PCR or next-generation sequencing (NGS). We describe how to construct assays that can offer improved detection specificity by virtue of recognition by three antibodies, as well as enhanced sensitivity owing to reduced background and amplified detection. Finally, we also illustrate how the assays can be applied for parallel detection of proteins, taking advantage of the oligonucleotide ligation step to avoid background problems that might arise with multiplexing. The protocol for the singleplex solid-phase proximity ligation assay takes similar to 5 h. The multiplex version of the assay takes 7-8 h depending on whether quantitative PCR (qPCR) or sequencing is used as the readout. The time for the sequencing-based protocol includes the library preparation but not the actual sequencing, as times may vary based on the choice of sequencing platform.
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| 15. |
- Tavoosidana, Gholamreza, et al.
(författare)
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Multiple recognition assay reveals prostasomes as promising plasma biomarkers for prostate cancer
- 2011
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Ingår i: Proceedings of the National Academy of Sciences of the United States of America. - : Proceedings of the National Academy of Sciences. - 0027-8424 .- 1091-6490. ; 108:21, s. 8809-8814
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Tidskriftsartikel (refereegranskat)abstract
- Prostasomes are microvesicles (mean diameter, 150 nm) that are produced and secreted by normal and malignant prostate acinar cells. It has been hypothesized that invasive growth of malignant prostate cells may cause these microvesicles, normally released into seminal fluid, to appear in interstitial space and therewith into peripheral circulation. The suitability of prostasomes as blood biomarkers in patients with prostate cancer was tested by using an expanded variant of the proximity ligation assay (PLA). We developed an extremely sensitive and specific assay (4PLA) for detection of complex target structures such as microvesicles in which the target is first captured via an immobilized antibody and subsequently detected by using four other antibodies with attached DNA strands. The requirement for coincident binding by five antibodies to generate an amplifiable reporter results in both increased specificity and sensitivity. The assay successfully detected significantly elevated levels of prostasomes in blood samples from patients with prostate cancer before radical prostatectomy, compared with controls and men with benign biopsy results. The medians for prostasome levels in blood plasma of patients with prostate cancer were 2.5 to sevenfold higher compared with control samples in two independent studies, and the assay also distinguished patients with high and medium prostatectomy Gleason scores (8/9 and 7, respectively) from those with low score (<= 6), thus reflecting disease aggressiveness. This approach that enables detection of prostasomes in peripheral blood may be useful for early diagnosis and assessment of prognosis in organ-confined prostate cancer.
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| 16. |
- Wallin, Ulrik, et al.
(författare)
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Growth differentiation factor 15 : a prognostic marker for recurrence in colorectal cancer
- 2011
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Ingår i: British Journal of Cancer. - : Springer Science and Business Media LLC. - 0007-0920 .- 1532-1827. ; 104:10, s. 1619-1627
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Tidskriftsartikel (refereegranskat)abstract
- BACKGROUND: Growth differentiation factor 15 (GDF15) belongs to the transforming growth factor beta superfamily and has been associated with activation of the p53 pathway in human cancer. The aim of this study was to assess the prognostic value of GDF15 in patients with colorectal cancer (CRC). METHODS: Immunohistochemistry and tissue microarrays were used to analyse GDF15 protein expression in 320 patients with CRC. In a subgroup of 60 patients, the level of GDF15 protein in plasma was also measured using a solid-phase proximity ligation assay. RESULTS: Patients with CRC with moderate to high intensity of GDF15 immunostaining had a higher recurrence rate compared with patients with no or low intensity in all stages (stages I-III) (HR, 3.9; 95% CI, 1.16-13.15) and in stage III (HR, 10.32; 95% CI, 1.15-92.51). Patients with high plasma levels of GDF15 had statistically shorter time to recurrence (P = 0.041) and reduced overall survival (P = 0.002). CONCLUSION: Growth differentiation factor 15 serves as a negative prognostic marker in CRC. High expression of GDF15 in tumour tissue and high plasma levels correlate with an increased risk of recurrence and reduced overall survival.
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