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Bicak M, Wang X, Gao X, Xu X, Väänänen RM, Taimen P, Lilja H, Pettersson K, Klein RJ. Prostate cancer risk SNP rs10993994 is a trans-eQTL for SNHG11 mediated through MSMB. Hum Mol Genet 2020; 29:1581-1591. [PMID: 32065238 PMCID: PMC7526792 DOI: 10.1093/hmg/ddaa026] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Revised: 12/25/2019] [Accepted: 02/12/2020] [Indexed: 02/06/2023] Open
Abstract
How genome-wide association studies-identified single-nucleotide polymorphisms (SNPs) affect remote genes remains unknown. Expression quantitative trait locus (eQTL) association meta-analysis on 496 prostate tumor and 602 normal prostate samples with 117 SNPs revealed novel cis-eQTLs and trans-eQTLs. Mediation testing and colocalization analysis demonstrate that MSMB is a cis-acting mediator for SNHG11 (P < 0.01). Removing rs10993994 in LNCaP cell lines by CRISPR/Cas9 editing shows that the C-allele corresponds with an over 100-fold increase in MSMB expression and 5-fold increase in SNHG11 compared with the T-allele. Colocalization analysis confirmed that the same set of SNPs associated with MSMB expression is associated with SNHG11 expression (posterior probability of shared variants is 66.6% in tumor and 91.4% in benign). These analyses further demonstrate variants driving MSMB expression differ in tumor and normal, suggesting regulatory network rewiring during tumorigenesis.
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Affiliation(s)
- Mesude Bicak
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genome Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Xing Wang
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genome Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Xiaoni Gao
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genome Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Program in Cancer Biology and Genetics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Xing Xu
- Program in Cancer Biology and Genetics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | | | - Pekka Taimen
- Department of Pathology, University of Turku, 20014 Turku, and Turku University Hospital, 20521 Turku, Finland
| | - Hans Lilja
- Department of Laboratory Medicine, Surgery and Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford OX3 7DQ, UK
- Department of Translational Medicine, Lund University, Malmö 205 02, Sweden
| | - Kim Pettersson
- Division of Biotechnology, University of Turku, Turku, Finland
| | - Robert J Klein
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genome Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Program in Cancer Biology and Genetics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
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Montoya Perez I, Jambor I, Pahikkala T, Airola A, Merisaari H, Saunavaara J, Alinezhad S, Väänänen RM, Tallgrén T, Verho J, Kiviniemi A, Ettala O, Knaapila J, Syvänen KT, Kallajoki M, Vainio P, Aronen HJ, Pettersson K, Boström PJ, Taimen P. Prostate Cancer Risk Stratification in Men With a Clinical Suspicion of Prostate Cancer Using a Unique Biparametric MRI and Expression of 11 Genes in Apparently Benign Tissue: Evaluation Using Machine-Learning Techniques. J Magn Reson Imaging 2019; 51:1540-1553. [PMID: 31588660 DOI: 10.1002/jmri.26945] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Revised: 09/09/2019] [Accepted: 09/09/2019] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Accurate risk stratification of men with a clinical suspicion of prostate cancer (cSPCa) remains challenging despite the increasing use of MRI. PURPOSE To evaluate the diagnostic accuracy of a unique biparametric MRI protocol (IMPROD bpMRI) combined with clinical and molecular markers in men with cSPCa. STUDY TYPE Prospective single-institutional clinical trial (NCT01864135). SUBJECTS Eighty men with cSPCa. FIELD STRENGTH/SEQUENCE 3T, surface array coils. Two T2 -weighted and three diffusion-weighted imaging (DWI) acquisitions: 1) b-values 0, 100, 200, 300, 500 s/mm2 ; 2) b-values 0,1500 s/mm2 ; 3) b-values 0, 2000 s/mm2 . ASSESSMENT IMPROD bpMRI examinations were qualitatively (IMPROD bpMRI Likert score) and quantitatively (DWI-based Gleason grade score) prospectively reported. Men with IMPROD bpMRI Likert 3-5 had two targeted biopsies followed by 12-core systematic biopsies (SB); those with IMPROD bpMRI Likert 1-2 had only SB. Additionally, 2-core from normal-appearing prostate areas were obtained for the mRNA expression of ACSM1, AMACR, CACNA1D, DLX1, PCA3, PLA2G7, RHOU, SPINK1, SPON2, TMPRSS2-ERG, and TDRD1 measured by quantitative reverse-transcription polymerase chain reaction. STATISTICAL TESTS Univariate and multivariate analysis using regularized least-squares, feature selection and tournament leave-pair-out cross-validation (TLPOCV), as well as 10 random splits of the data in training-testing sets, were used to evaluate the mRNA, clinical and IMPROD bpMRI parameters in detecting clinically significant prostate cancer (SPCa) defined as Gleason score ≥ 3 + 4. The evaluation metric was the area under the curve (AUC). RESULTS IMPROD bpMRI Likert demonstrated the highest TLPOCV AUC of 0.92. The tested clinical variables had AUC 0.56-0.73, while the mRNA and additional IMPROD bpMRI parameters had AUC 0.50-0.67 and 0.65-0.89 respectively. The combination of clinical and mRNA biomarkers produced TLPOCV AUC of 0.87, the highest TLPOCV performance without including IMPROD bpMRI Likert. DATA CONCLUSION The qualitative IMPROD bpMRI Likert score demonstrated the highest accuracy for SPCa detection compared with the tested clinical variables and mRNA biomarkers. LEVEL OF EVIDENCE 1 Technical Efficacy Stage: 2 J. Magn. Reson. Imaging 2020;51:1540-1553.
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Affiliation(s)
- Ileana Montoya Perez
- Department of Diagnostic Radiology, University of Turku, Turku, Finland.,Department of Future Technologies, University of Turku, Turku, Finland.,Medical Imaging Centre of Southwest Finland, Turku University Hospital, Turku, Finland
| | - Ivan Jambor
- Department of Diagnostic Radiology, University of Turku, Turku, Finland.,Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Medical Imaging Centre of Southwest Finland, Turku University Hospital, Turku, Finland
| | - Tapio Pahikkala
- Department of Future Technologies, University of Turku, Turku, Finland
| | - Antti Airola
- Department of Future Technologies, University of Turku, Turku, Finland
| | - Harri Merisaari
- Department of Diagnostic Radiology, University of Turku, Turku, Finland.,Department of Future Technologies, University of Turku, Turku, Finland.,Medical Imaging Centre of Southwest Finland, Turku University Hospital, Turku, Finland
| | - Jani Saunavaara
- Department of Diagnostic Radiology, University of Turku, Turku, Finland.,Medical Imaging Centre of Southwest Finland, Turku University Hospital, Turku, Finland
| | - Saeid Alinezhad
- Department of Biotechnology, University of Turku, Turku, Finland
| | | | - Terhi Tallgrén
- Department of Biotechnology, University of Turku, Turku, Finland
| | - Janne Verho
- Department of Diagnostic Radiology, University of Turku, Turku, Finland.,Medical Imaging Centre of Southwest Finland, Turku University Hospital, Turku, Finland
| | - Aida Kiviniemi
- Department of Diagnostic Radiology, University of Turku, Turku, Finland.,Medical Imaging Centre of Southwest Finland, Turku University Hospital, Turku, Finland
| | - Otto Ettala
- Department of Urology, University of Turku and Turku University hospital, Turku, Finland
| | - Juha Knaapila
- Department of Urology, University of Turku and Turku University hospital, Turku, Finland
| | - Kari T Syvänen
- Department of Urology, University of Turku and Turku University hospital, Turku, Finland
| | - Markku Kallajoki
- Institute of Biomedicine, University of Turku and Department of Pathology, Turku University Hospital, Turku, Finland
| | - Paula Vainio
- Institute of Biomedicine, University of Turku and Department of Pathology, Turku University Hospital, Turku, Finland
| | - Hannu J Aronen
- Department of Diagnostic Radiology, University of Turku, Turku, Finland.,Medical Imaging Centre of Southwest Finland, Turku University Hospital, Turku, Finland
| | - Kim Pettersson
- Department of Biotechnology, University of Turku, Turku, Finland
| | - Peter J Boström
- Department of Urology, University of Turku and Turku University hospital, Turku, Finland
| | - Pekka Taimen
- Institute of Biomedicine, University of Turku and Department of Pathology, Turku University Hospital, Turku, Finland
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Stratification of aggressive prostate cancer from indolent disease—Prospective controlled trial utilizing expression of 11 genes in apparently benign tissue. Urol Oncol 2016; 34:255.e15-22. [DOI: 10.1016/j.urolonc.2015.12.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Revised: 12/21/2015] [Accepted: 12/22/2015] [Indexed: 11/22/2022]
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Alinezhad S, Väänänen RM, Mattsson J, Li Y, Tallgrén T, Tong Ochoa N, Bjartell A, Åkerfelt M, Taimen P, Boström PJ, Pettersson K, Nees M. Validation of Novel Biomarkers for Prostate Cancer Progression by the Combination of Bioinformatics, Clinical and Functional Studies. PLoS One 2016; 11:e0155901. [PMID: 27196083 PMCID: PMC4873225 DOI: 10.1371/journal.pone.0155901] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 05/05/2016] [Indexed: 01/09/2023] Open
Abstract
The identification and validation of biomarkers for clinical applications remains an important issue for improving diagnostics and therapy in many diseases, including prostate cancer. Gene expression profiles are routinely applied to identify diagnostic and predictive biomarkers or novel targets for cancer. However, only few predictive markers identified in silico have also been validated for clinical, functional or mechanistic relevance in disease progression. In this study, we have used a broad, bioinformatics-based approach to identify such biomarkers across a spectrum of progression stages, including normal and tumor-adjacent, premalignant, primary and late stage lesions. Bioinformatics data mining combined with clinical validation of biomarkers by sensitive, quantitative reverse-transcription PCR (qRT-PCR), followed by functional evaluation of candidate genes in disease-relevant processes, such as cancer cell proliferation, motility and invasion. From 300 initial candidates, eight genes were selected for validation by several layers of data mining and filtering. For clinical validation, differential mRNA expression of selected genes was measured by qRT-PCR in 197 clinical prostate tissue samples including normal prostate, compared against histologically benign and cancerous tissues. Based on the qRT-PCR results, significantly different mRNA expression was confirmed in normal prostate versus malignant PCa samples (for all eight genes), but also in cancer-adjacent tissues, even in the absence of detectable cancer cells, thus pointing to the possibility of pronounced field effects in prostate lesions. For the validation of the functional properties of these genes, and to demonstrate their putative relevance for disease-relevant processes, siRNA knock-down studies were performed in both 2D and 3D organotypic cell culture models. Silencing of three genes (DLX1, PLA2G7 and RHOU) in the prostate cancer cell lines PC3 and VCaP by siRNA resulted in marked growth arrest and cytotoxicity, particularly in 3D organotypic cell culture conditions. In addition, silencing of PLA2G7, RHOU, ACSM1, LAMB1 and CACNA1D also resulted in reduced tumor cell invasion in PC3 organoid cultures. For PLA2G7 and RHOU, the effects of siRNA silencing on proliferation and cell-motility could also be confirmed in 2D monolayer cultures. In conclusion, DLX1 and RHOU showed the strongest potential as useful clinical biomarkers for PCa diagnosis, further validated by their functional roles in PCa progression. These candidates may be useful for more reliable identification of relapses or therapy failures prior to the recurrence local or distant metastases.
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Affiliation(s)
- Saeid Alinezhad
- Department of Biotechnology, University of Turku, Turku, Finland
- * E-mail:
| | | | - Jesse Mattsson
- Department of Biotechnology, University of Turku, Turku, Finland
| | - Yifeng Li
- Department of Biotechnology, University of Turku, Turku, Finland
| | - Terhi Tallgrén
- Department of Biotechnology, University of Turku, Turku, Finland
| | | | - Anders Bjartell
- Department of Clinical Sciences, Div. of Urological Cancers, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Malin Åkerfelt
- Turku Centre for Biotechnology and Department of Cell Biology and Anatomy, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Pekka Taimen
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland
| | - Peter J. Boström
- Department of Urology, Turku University Hospital, Turku, Finland
| | - Kim Pettersson
- Department of Biotechnology, University of Turku, Turku, Finland
| | - Matthias Nees
- Turku Centre for Biotechnology and Department of Cell Biology and Anatomy, Institute of Biomedicine, University of Turku, Turku, Finland
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Alinezhad S, Väänänen RM, Ochoa NT, Vertosick EA, Bjartell A, Boström PJ, Taimen P, Pettersson K. Global expression of AMACR transcripts predicts risk for prostate cancer - a systematic comparison of AMACR protein and mRNA expression in cancerous and noncancerous prostate. BMC Urol 2016; 16:10. [PMID: 26928323 PMCID: PMC4772680 DOI: 10.1186/s12894-016-0128-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Accepted: 02/23/2016] [Indexed: 11/10/2022] Open
Abstract
Background The high false negative rates for initial prostate biopsies refer a large number of the men for repeat biopsies each year. Therefore, biomarkers associated with high risk of the presence of malignancy in histologically benign biopsies could provide a tool to discriminate the patients who need repeat biopsy or intensive follow-up from those who do not. Here we examined the diagnostic applicability of alpha-methylacyl CoA racemase (AMACR) and androgen receptor (AR) mRNA expression and AMACR protein levels in benign and cancerous prostatic tissue. Methods AMACR and AR mRNA levels were measured with quantitative, reverse-transcription PCR (qRT-PCR) assays in 79 radical prostatectomy (RP) cases (including 69 benign (RP-Be) and 69 cancerous (RP-PCa) samples) and 19 benign prostate samples obtained from cystoprostatectomies. To further determine the detailed areas of altered AMACR expression, AMACR mRNA level measurement and protein staining were performed for three cross-sectioned RP cases. Results The median AMACR and AR expression levels were 194.6 (p < 0.0001) and 6.6 (p = 0.0004) times higher in RP-PCa samples than in the benign cystoprostatectomy (CP) samples, respectively. There was no statistically significant difference between RP-PCa and RP-Be samples, except for AMACR/KLK3 (Kallikrein-Related Peptidase 3) ratio, which was significantly higher in RP-PCa samples than in RP-Be samples (p = 0.016). In the systematic study of cross-sections, AMACR mRNA was detected in all of the studied areas including histologically benign tissue, but at significantly higher levels in carcinoma areas (p < 0.001). AMACR protein expression was detected in 80 % (28/35) of the areas that contained carcinoma and in 37 % (44/119) of the benign and PIN areas from the same patients. Conclusions AMACR transcripts were detected in all RP-PCa and RP-Be samples but not in non-cancerous CP samples, which suggest a global increase of AMACR expression in cancerous prostates. Therefore patients with false negative biopsies might benefit from an AMACR mRNA measurement when assessing their cancer risk.
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Affiliation(s)
- Saeid Alinezhad
- Division of Biotechnology, University of Turku, Tykistökatu 6A 6th floor, 20520, Turku, Finland.
| | - Riina-Minna Väänänen
- Division of Biotechnology, University of Turku, Tykistökatu 6A 6th floor, 20520, Turku, Finland.
| | - Natalia Tong Ochoa
- Division of Biotechnology, University of Turku, Tykistökatu 6A 6th floor, 20520, Turku, Finland.
| | - Emily A Vertosick
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA.
| | - Anders Bjartell
- Department of Clinical Sciences, Division of Urological Cancers, Lund University, Skåne University Hospital, Malmö, Sweden.
| | - Peter J Boström
- Department of Urology, Turku University Hospital, Turku, Finland.
| | - Pekka Taimen
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland.
| | - Kim Pettersson
- Division of Biotechnology, University of Turku, Tykistökatu 6A 6th floor, 20520, Turku, Finland.
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Väänänen RM, Ochoa NT, Boström PJ, Taimen P, Pettersson K. Altered PCA3 and TMPRSS2-ERG expression in histologically benign regions of cancerous prostates: a systematic, quantitative mRNA analysis in five prostates. BMC Urol 2015; 15:88. [PMID: 26294063 PMCID: PMC4546243 DOI: 10.1186/s12894-015-0077-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2015] [Accepted: 07/31/2015] [Indexed: 11/10/2022] Open
Abstract
Background PCA3 and TMPRSS2-ERG are commonly overexpressed biomarkers in prostate cancer, but reports have emerged demonstrating altered expression also in areas outside the tumour foci in cancerous prostates. Our aim was to measure PCA3 and TMPRSS2-ERG expression systematically in all regions of prostate cross-sections, matching the data to corresponding tissue morphology. Methods TMPRSS2-ERG and PCA3 mRNA levels were measured with quantitative reverse-transcription PCR assays in 270 samples from cross-sections of five radical prostatectomy specimens. ERG expression was examined by immunohistochemistry. Results TMPRSS2-ERG mRNAs were detected in three patients and in 15 tissue samples in total. These included two carcinoma samples and 13 histologically benign samples, eight of which were located next to malignant tumours or PIN (prostatic intraepithelial neoplasia) lesions and five of which did not reside in the vicinity of any evident carcinoma foci. ERG protein expression was limited to areas of TMPRSS2-ERG mRNA expression, but did not identify all of them. PCA3 expression was detected in all five cross-sections, with statistically significant, three-fold higher expression in carcinoma regions. Conclusions TMPRSS2-ERG expression was detected in carcinoma foci, regions next to them, and in samples not adjacent to carcinoma foci. Claimed as a cancer-associated phenomenon, this fusion gene measurement could, if validated with a larger cohort, be utilized as an addition to histological analysis to predict current or future cancer risk in men with negative biopsies. Molecular changes outside the carcinoma foci are also indicated for PCA3, as its expression was only moderately increased in the carcinoma regions.
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Affiliation(s)
| | | | - Peter J Boström
- Department of Urology, Turku University Hospital, Turku, Finland.
| | - Pekka Taimen
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland.
| | - Kim Pettersson
- Department of Biotechnology, University of Turku, Turku, Finland.
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Väänänen RM, Lilja H, Kauko L, Helo P, Kekki H, Cronin AM, Vickers AJ, Nurmi M, Alanen K, Bjartell A, Pettersson K. Cancer-associated changes in the expression of TMPRSS2-ERG, PCA3, and SPINK1 in histologically benign tissue from cancerous vs noncancerous prostatectomy specimens. Urology 2014; 83:511.e1-7. [PMID: 24468524 DOI: 10.1016/j.urology.2013.11.005] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2013] [Revised: 10/15/2013] [Accepted: 11/04/2013] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To investigate whether messenger ribonucleic acid (mRNA) expression of TMPRSS2-ERG fusion gene, a suggested prostate cancer (PCa) biomarker, was specific to cancerous lesions alone and to study the expression of SPINK1 and PCA3 mRNAs in the same cohort to also explore the proposed mutual exclusivity of TMPRSS2-ERG and SPINK1 expression. METHODS Levels of 2 TMPRSS2-ERG transcripts, PCA3, and SPINK1 mRNAs were measured with highly standardized reverse transcription quantitative polymerase chain reaction assays in cystoprostatectomy specimens from 19 patients with invasive bladder cancer and 174 radical prostatectomy (RP) samples (88 histologically benign prostate [HBP] tissues and 86 from cancerous lesions) from 87 patients with clinically localized PCa. RESULTS Expression of TMPRSS2-ERG transcripts was detected in 45 of 88 (51%) HBP tissues from RP specimens and more frequently (57 of 86, 66%) found in cancerous lesions. In contrast, TMPRSS2-ERG expression was detected in only 2 of 19 (11%) cystoprostatectomy specimens, both with incidental PCa foci elsewhere in the gland. Similar trends of changes in the expression of PCA3 and SPINK1 were present in HBP tissue from RP compared with cystoprostatectomy specimens. CONCLUSION Although the expression of TMPRSS2-ERG, SPINK1, and PCA3 mRNA is higher or more frequently found in cancerous lesions, HBP tissues from patients with clinically localized PCa manifest molecular, mRNA level changes that are absent in cystoprostatectomy specimens lacking incidental PCa foci or infrequent in cystoprostatectomy specimens containing incidental PCa. If this finding is replicated, these molecular assays could be used to inform men with negative biopsy results about the likelihood of cancerous lesions in unsampled regions and hence the need for repeat biopsy.
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Affiliation(s)
| | - Hans Lilja
- Departments of Laboratory Medicine, Surgery (Urology), and Medicine (GU-Oncology), Memorial Sloan-Kettering Cancer Center, New York, NY; Nuffield Department of Surgical Sciences, University of Oxford, Oxford, United Kingdom; Institute of Biomedical Technology, University of Tampere, Tampere, Finland; Department of Laboratory Medicine, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Leni Kauko
- Department of Biotechnology, University of Turku, Turku, Finland
| | - Pauliina Helo
- Department of Biotechnology, University of Turku, Turku, Finland
| | - Henna Kekki
- Department of Biotechnology, University of Turku, Turku, Finland
| | - Angel M Cronin
- Center for Outcomes and Policy Research, Dana-Farber Cancer Institute, Boston, MA
| | - Andrew J Vickers
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Martti Nurmi
- Department of Surgery, Turku University Hospital, Turku, Finland
| | - Kalle Alanen
- Department of Pathology, Turku University Hospital, Turku, Finland
| | - Anders Bjartell
- Department of Clinical Sciences, Division of Urological Cancers, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Kim Pettersson
- Department of Biotechnology, University of Turku, Turku, Finland
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Lanthanide chelate complementation and hydrolysis enhanced luminescent chelate in real-time reverse transcription polymerase chain reaction assays for KLK3 transcripts. Anal Biochem 2014; 444:1-7. [PMID: 24084379 DOI: 10.1016/j.ab.2013.09.020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2013] [Revised: 09/18/2013] [Accepted: 09/21/2013] [Indexed: 11/24/2022]
Abstract
The requirement for high-performance reporter probes in real-time detection of polymerase chain reaction (PCR) has led to the use of time-resolved fluorometry of lanthanide chelates. The aim of this study was to investigate the applicability of the principle of lanthanide chelate complementation (LCC) in comparison with a method based on hydrolysis enhancement and quenching of intact probes. A real-time reverse transcription (RT) PCR assay for kallikrein-related peptidase 3 (KLK3, model analyte) was developed by using the LCC detection method. Both detection methods were tested with a standard series of purified PCR products, 20 prostatic tissues, 20 healthy and prostate cancer patient blood samples, and female blood samples spiked with LNCaP cells. The same limit of detection was obtained with both methods, and two cycles earlier detection with the LCC method was observed. KLK3 messenger RNA (mRNA) was detected in all tissue samples and in 1 of 20 blood samples identically with both methods. The background was 30 times lower, and the signal-to-background (S/B) ratio was 3 times higher, when compared with the reference method. Use of the new reporter method provided similar sensitivity and specificity as the reference method. The lower background, the improved S/B ratio, and the possibility of melting curve analysis and single nucleotide polymorphism (SNP) detection could be advantages for this new reporter probe.
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Väänänen RM, Lilja H, Cronin A, Kauko L, Rissanen M, Kauko O, Kekki H, Vidbäck S, Nurmi M, Alanen K, Pettersson K. Association of transcript levels of 10 established or candidate-biomarker gene targets with cancerous versus non-cancerous prostate tissue from radical prostatectomy specimens. Clin Biochem 2013; 46:670-4. [PMID: 23391636 DOI: 10.1016/j.clinbiochem.2013.01.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Revised: 01/10/2013] [Accepted: 01/27/2013] [Indexed: 11/25/2022]
Abstract
OBJECTIVES The benefits of PSA (prostate specific antigen)-testing in prostate cancer remain controversial with a consequential need for validation of additional biomarkers. We used highly standardized reverse-transcription (RT)-PCR assays to compare transcript levels of 10 candidate cancer marker genes - BMP6, FGF-8b, KLK2, KLK3, KLK4, KLK15, MSMB, PCA3, PSCA and Trpm8 - in carefully ascertained non-cancerous versus cancerous prostate tissue from patients with clinically localized prostate cancer treated by radical prostatectomy. DESIGN AND METHODS Total RNA was isolated from fresh frozen prostate tissue procured immediately after resection from two separate areas in each of 87 radical prostatectomy specimens. Subsequent histopathological assessment classified 86 samples as cancerous and 88 as histologically benign prostate tissue. Variation in total RNA recovery was accounted for by using external and internal standards and enabled us to measure transcript levels by RT-PCR in a highly quantitative manner. RESULTS Of the ten genes, there were significantly higher levels only of one of the less abundant transcripts, PCA3, in cancerous versus non-cancerous prostate tissue whereas PSCA mRNA levels were significantly lower in cancerous versus histologically benign tissue. Advanced pathologic stage was associated with significantly higher expression of KLK15 and PCA3 mRNAs. Median transcript levels of the most abundantly expressed genes (i.e. MSMB, KLK3, KLK4 and KLK2) in prostate tissue were up to 10(5)-fold higher than those of other gene targets. CONCLUSIONS PCA3 expression was associated with advanced pathological stage but the magnitude of overexpression of PCA3 in cancerous versus non-cancerous prostate tissue was modest compared to previously reported data.
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Valta MP, Tuomela J, Vuorikoski H, Loponen N, Väänänen RM, Pettersson K, Väänänen HK, Härkönen PL. FGF-8b induces growth and rich vascularization in an orthotopic PC-3 model of prostate cancer. J Cell Biochem 2009; 107:769-84. [PMID: 19415685 DOI: 10.1002/jcb.22175] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Fibroblast growth factor 8 (FGF-8) is expressed at an increased level in a high proportion of prostate cancers and it is associated with a poor prognosis of the disease. Our aim was to study the effects of FGF-8b on proliferation of PC-3 prostate cancer cells and growth of PC-3 tumors, and to identify FGF-8b-associated molecular targets. Expression of ectopic FGF-8b in PC-3 cells caused a 1.5-fold increase in cell proliferation in vitro and a four- to fivefold increase in the size of subcutaneous and orthotopic prostate tumors in nude mice. Tumors expressing FGF-8b showed a characteristic morphology with a very rich network of capillaries. This was associated with increased spread of the cancer cells to the lungs as measured by RT-qPCR of FGF-8b mRNA. Microarray analyses revealed significantly altered, up- and downregulated, genes in PC-3 cell cultures (169 genes) and in orthotopic PC-3 tumors (61 genes). IPA network analysis of the upregulated genes showed the strongest association with development, cell proliferation (CRIP1, SHC1), angiogenesis (CCL2, DDAH2), bone metastasis (SPP1), cell-to-cell signaling and energy production, and the downregulated genes associated with differentiation (DKK-1, VDR) and cell death (CYCS). The changes in gene expression were confirmed by RT-qPCR. In conclusion, our results demonstrate that FGF-8b increases the growth and angiogenesis of orthotopic prostate tumors. The associated gene expression signature suggests potential mediators for FGF-8b actions on prostate cancer progression and metastasis.
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Affiliation(s)
- Maija P Valta
- Department of Cell Biology and Anatomy, Institute of Biomedicine, University of Turku, Finland.
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Féau C, Klein E, Dosche C, Kerth P, Lebeau L. Synthesis and characterization of coumarin-based europium complexes and luminescence measurements in aqueous media. Org Biomol Chem 2009; 7:5259-70. [PMID: 20024123 DOI: 10.1039/b907579h] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A series of new ligands suitable for the formation of luminescent lanthanide complexes in water is described. The chelates are designed for analyte labeling and play the role of fluorescent donor in homogeneous time-resolved fluorescence assays using LEDs as a light source for excitation at 370 nm. Ligands are constructed from a coumarin nucleus, for lanthanide sensitization, and different aminomethylenecarboxy moieties are introduced in positions 7 and 5, 6, or 8 of the sensitizer. A reactive spacer arm under biocompatible conditions (maleimide, azide) is introduced at position 3 for ultimate bioconjugation purposes. The synthesis and characterization of the ligands are described, together with the preparation of their corresponding europium complexes. Photophysical properties of the complexes are investigated in water by means of UV-vis and luminescence spectroscopy.
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Affiliation(s)
- Clémentine Féau
- Laboratoire de Chimie Organique Appliquée, C.A.M.B., UMR 7199 CNRS-UdS, Faculté de Pharmacie, 74 route du Rhin-BP 60024, 67401, Illkirch Cedex, France
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12
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Helo P, Cronin AM, Danila DC, Wenske S, Gonzalez-Espinoza R, Anand A, Koscuiszka M, Väänänen RM, Pettersson K, Chun FKH, Steuber T, Huland H, Guillonneau BD, Eastham JA, Scardino PT, Fleisher M, Scher HI, Lilja H. Circulating prostate tumor cells detected by reverse transcription-PCR in men with localized or castration-refractory prostate cancer: concordance with CellSearch assay and association with bone metastases and with survival. Clin Chem 2009; 55:765-73. [PMID: 19233911 DOI: 10.1373/clinchem.2008.117952] [Citation(s) in RCA: 104] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Reverse transcription-PCR (RT-PCR) assays have been used for analysis of circulating tumor cells (CTCs), but their clinical value has yet to be established. We assessed men with localized prostate cancer or castration-refractory prostate cancer (CRPC) for CTCs via real-time RT-PCR assays for KLK3 [kallikrein-related peptidase 3; i.e., prostate-specific antigen (PSA)] and KLK2 mRNAs. We also assessed the association of CTCs with disease characteristics and survival. METHODS KLK3, KLK2, and PSCA (prostate stem cell antigen) mRNAs were measured by standardized, quantitative real-time RT-PCR assays in blood samples from 180 localized-disease patients, 76 metastatic CRPC patients, and 19 healthy volunteers. CRPC samples were also tested for CTCs by an immunomagnetic separation system (CellSearch; Veridex) approved for clinical use. RESULTS All healthy volunteers were negative for KLK mRNAs. Results of tests for KLK3 or KLK2 mRNAs were positive (> or =80 mRNAs/mL blood) in 37 patients (49%) with CRPC but in only 15 patients (8%) with localized cancer. RT-PCR and CellSearch CTC results were strongly concordant (80%-85%) and correlated (Kendall tau, 0.60-0.68). Among CRPC patients, KLK mRNAs and CellSearch CTCs were closely associated with clinical evidence of bone metastases and with survival but were only modestly correlated with serum PSA concentrations. PSCA mRNA was detected in only 7 CRPC patients (10%) and was associated with a positive KLK mRNA status. CONCLUSIONS Real-time RT-PCR assays of KLK mRNAs are highly concordant with CellSearch CTC results in patients with CRPC. KLK2/3-expressing CTCs are common in men with CRPC and bone metastases but are rare in patients with metastases diagnosed only in soft tissues and patients with localized cancer.
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Affiliation(s)
- Pauliina Helo
- Departments of Surgery (Urology Service), Memorial Sloan-Kettering Cancer Center,New York, NY 10065, USA
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13
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Hovinen J, Guy PM. Bioconjugation with Stable Luminescent Lanthanide(III) Chelates Comprising Pyridine Subunits. Bioconjug Chem 2008; 20:404-21. [DOI: 10.1021/bc800370s] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Jari Hovinen
- PerkinElmer Life and Analytical Sciences, Turku Site, POB 10, FI-20101 Turku, Finland, and PerkinElmer Incorporated, Winter Street, Waltham, Massachusetts 02451
| | - Pamela M. Guy
- PerkinElmer Life and Analytical Sciences, Turku Site, POB 10, FI-20101 Turku, Finland, and PerkinElmer Incorporated, Winter Street, Waltham, Massachusetts 02451
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14
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Väänänen RM, Rissanen M, Kauko O, Junnila S, Väisänen V, Nurmi J, Alanen K, Nurmi M, Pettersson K. Quantitative real-time RT-PCR assay for PCA3. Clin Biochem 2008; 41:103-8. [DOI: 10.1016/j.clinbiochem.2007.10.009] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2007] [Accepted: 10/18/2007] [Indexed: 10/22/2022]
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15
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Elenis DS, Ioannou PC, Christopoulos TK. Quadruple-analyte chemiluminometric hybridization assay. Application to double quantitative competitive polymerase chain reaction. Anal Chem 2007; 79:9433-40. [PMID: 17997578 DOI: 10.1021/ac7018848] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We developed a highly sensitive quadruple-analyte chemiluminometric hybridization assay for simultaneous quantification of four nucleic acid sequences. The targets are amplified by the polymerase chain reaction (PCR) and captured to microtiter wells coated with streptavidin. The immobilized fragments are hybridized with specific probes containing a sequence complementary to the target and a sequence or a hapten that allows linkage with a chemiluminescent reporter. We prepared a mixture of four reporters conjugated to complementary oligonucleotides or antihapten antibodies. The reporters were aequorin-(dT)(30), galactosidase-oligonucleotide, horseradish peroxidase-antifluorescein, and alkaline phosphatase-antidigoxigenin conjugates. The four chemiluminescent reactions were triggered sequentially. The signals were linearly related to the concentration of target sequences. The entire quadruple-analyte bioluminometric hybridization assay is complete in 75 min. We have demonstrated the applicability of the proposed assay to high-throughput quantitative competitive PCR of two target sequences in the presence of the corresponding competitors. The assay is universal since the same reporter conjugates can be used for multianalyte quantification of any sequences with properly designed probes.
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Affiliation(s)
- Dimitrios S Elenis
- Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece 15771
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16
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Kalogianni DP, Elenis DS, Christopoulos TK, Ioannou PC. Multiplex quantitative competitive polymerase chain reaction based on a multianalyte hybridization assay performed on spectrally encoded microspheres. Anal Chem 2007; 79:6655-61. [PMID: 17645311 DOI: 10.1021/ac070902j] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Quantitative polymerase chain reaction (PCR) may be performed by two general approaches, namely, real-time PCR and quantitative competitive PCR (QC-PCR). QC-PCR makes use of the concept of a DNA competitor, which is the "gold standard" approach to circumvent the problem of the variation of amplification efficiency. However, QC-PCR in its classical form is a low-throughput method since it requires titration of each sample with the competitor followed by electrophoresis. The throughput of QC-PCR has been improved by capillary electrophoresis and microtiter well-based hybridization assays. The present work introduces a multiplex QC-PCR method, which is based on a multianalyte hybridization assay that is performed on spectrally encoded microspheres. The DNA competitors use the same primers and have equal size with their corresponding target DNA sequences but differ in a short (24 bp) centrally located sequence. Following multiplex PCR, biotinylated amplification products from all DNA targets and competitors are heat-denatured and hybridized with oligonucleotide probes, which are attached to addressable sets of fluorescent microspheres. The hybrids react with a streptavidin-phycoerythrin conjugate. The microspheres are then analyzed by flow cytometry employing two lasers. A red laser line is used for classification of the microspheres, and a green line excites phycoerythrin, whose fluorescence is related to the concentration of the analyte DNA. As a model, we have developed a multiplex quantitative competitive PCR assay for four targets. The amplification products from targets and competitors (a total of 8 DNA fragments) are determined simultaneously by the multianalyte hybridization assay. The limits of quantification for the hybridization assay of all amplified DNA fragments are below 13 pM. The multiplex quantitative competitive PCR assay detects approximately 500 copies from each target DNA. To our knowledge, the proposed method is the only approach to quantitative PCR that offers such a high potential for multiplexing.
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17
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Rissanen M, Helo P, Väänänen RM, Wahlroos V, Lilja H, Nurmi M, Pettersson K, Nurmi J. Novel homogenous time-resolved fluorometric RT-PCR assays for quantification of PSA and hK2 mRNAs in blood. Clin Biochem 2007; 40:111-8. [PMID: 17126312 DOI: 10.1016/j.clinbiochem.2006.10.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2006] [Revised: 08/29/2006] [Accepted: 10/03/2006] [Indexed: 10/24/2022]
Abstract
OBJECTIVES The purpose of this study was to design, validate, and optimize internally standardized real-time quantitative RT-PCR assays and to identify and avoid problems with assay reliability and examine the impact of an exogenous internal standard. DESIGN AND METHODS The model system consisted of internally standardized quantitative real-time RT-PCR assays specific for PSA and hK2 mRNA based on time-resolved fluorometric detection of lanthanide chelates. RESULTS Reproducibility was best when large copy numbers (>5000 per milliliter blood) were analyzed. Addition of an exogenous target-mimicking internal standard had no significant effect on the reproducibility of the method, but increased the calculated copy numbers by an average of 2-fold. CONCLUSIONS We developed an internally standardized, specific and reproducible real-time RT-PCR analysis method for PSA and hK2 mRNA in circulating cells in the bloodstream. Both PSA and hK2 assays are sufficiently sensitive to detect two LNCaP cells per milliliter whole blood.
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Affiliation(s)
- Maria Rissanen
- Department of Biotechnology, University of Turku, Tykistökatu 6A, FIN-20520 Turku, Finland.
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18
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Mavropoulou AK, Koraki T, Ioannou PC, Christopoulos TK. High-throughput double quantitative competitive polymerase chain reaction for determination of genetically modified organisms. Anal Chem 2005; 77:4785-91. [PMID: 16053289 DOI: 10.1021/ac050274a] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Quantitative competitive polymerase chain reaction (PCR), especially the double competitive PCR methods (DC-PCR), have evolved as reliable approaches to quantification of genetically modified organisms (GMO) in food. However, DC-PCR is a low-throughput method because it requires titration of each sample with various amounts of a competitive internal standard, a protocol that involves several PCRs per sample followed by electrophoresis and densitometry. To address this drawback, we have developed a new method for GMO quantification, namely, a high-throughput double quantitative competitive PCR (HT-DCPCR). In HT-DCPCR, electrophoresis and densitometry are replaced by a rapid, microtiter well-based bioluminometric hybridization assay and there is no need for titration of each sample. The determination of GM soya was chosen as a model. We have constructed internal standards (DNA competitors) both for the 35S promoter sequence and for a plant-specific reference gene (lectin). The competitors have identical size and share the same primer binding sites with the target sequences but differ in a 24-bp internal segment. Each target sequence (35S and lectin) is coamplified with a constant amount (1000 copies) of the respective competitor. The four amplified fragments are hybridized with specific probes and captured on a universal solid phase to achieve simplicity and high throughput. The hybrids are determined by using streptavidin conjugated to the photoprotein aequorin. The ratio of the luminescence values obtained for the target and the competitor is linearly related to the starting amount of target DNA. The limit of quantification for the 35S promoter is 24 copies. The proposed method was evaluated by determining the GMO content of soybean powder certified reference materials. Also HT-DCPCR was compared to real-time PCR in a variety of real samples.
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Affiliation(s)
- Anastasia K Mavropoulou
- Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Greece 15771
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Park JW, Crowley DE. Normalization of soil DNA extraction for accurate quantification of target genes by real-time PCR and DGGE. Biotechniques 2005; 38:579-86. [PMID: 15884676 DOI: 10.2144/05384st04] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
The analysis of microbial communities in environmental samples requires accurate and reproducible methods for extraction of DNA from sample matrices that have different physical and chemical characteristics. Even with the same sample type, variations in laboratory methods can result in different DNA yields. To circumvent this problem, we have developed an easy and inexpensive way to normalize the quantities of DNA that involves the addition of an internal standard prepared from plasmid DNA. The method was evaluated by comparing DNA yields using different DNA extraction procedures, after which the DNA was used for microbial community analysis by PCR-denaturing gradient gel electrophoresis (PCR-DGGE) of 16S ribosomal RNA (rRNA) and for quantification of 16S rRNA gene copy numbers in environmental samples by real-time PCR. Our results show that use of the internal standard allows normalization of the resulting data and more accurate quantification of gene copy numbers in soil samples. These methods should also have broad application for various other types of environmental samples.
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Affiliation(s)
- Joong-Wook Park
- University of California at Riverside, Riverside, CA 92521, USA
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Kuningas K, Rantanen T, Karhunen U, Lövgren T, Soukka T. Simultaneous Use of Time-Resolved Fluorescence and Anti-Stokes Photoluminescence in a Bioaffinity Assay. Anal Chem 2005; 77:2826-34. [PMID: 15859599 DOI: 10.1021/ac048186y] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A bioaffinity assay is described where anti-Stokes photoluminescence of inorganic lanthanide phosphors and time-resolved fluorescence of lanthanide chelates are measured from a single microtitration well without any disturbance from these label technologies to each other. Up-converting phosphor (UPC-phosphor) bioconjugate was produced by grinding the commercial, micrometer-sized UPC-phosphors to colloidal, submicrometer-sized phosphor particles and by attaching these phosphors to biomolecules. Experiments were carried out in standard 96-well microtitration plates to determine detection limits, linearity, and cross-talk of UPC-phosphor and europium chelate. In numbers of molecules the lower limits of detection for UPC-phosphor were roughly 3 x 10(3) particles in solution and 1 x 10(4) particles in solid phase, and for europium label same values were 9 x 10(6) and 9 x 10(7) molecules. Linearity of detection was for UPC-phosphor 5 orders of magnitude in solution and over 4 orders of magnitude in solid phase and for europium label over 5 orders of magnitude in solution and over 4 orders of magnitude in solid phase. The cross-talk between the two labels was practically nonexistent. In this study we show that up-converting anti-Stokes photoluminescent phosphors could be employed in bioaffinity assays as very potential labels with significant advantages either alone or together with long-lifetime lanthanide chelates.
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Affiliation(s)
- Katri Kuningas
- Department of Biotechnology, University of Turku, Tykistökatu 6A, FIN-20520 Turku, Finland.
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21
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Nurmi J, Wikman T, Karp M, Lövgren T. High-performance real-time quantitative RT-PCR using lanthanide probes and a dual-temperature hybridization assay. Anal Chem 2002; 74:3525-32. [PMID: 12139064 DOI: 10.1021/ac020093y] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We report a time-resolved fluorescence-based, homogeneous approach for multiplex, real-time or end-point detection of PCR products. Signal generation consists of PCR associated digestion of a 5'-labeled oligonucleotide probe, rapid cooling of the reaction mixture, and hybridization of undigested probe oligonucleotides with a complementary, shorter probe that incorporates a quencher at its 3' end. The signal coming from intact fluorescent probe molecules is, thus, quenched. The fluorophores we have used are environmentally sensitive lanthanide chelates. Their signals can be measured in a time-resolved manner that eliminates most of the unspecific fluorescent background. Signal-to-noise ratios are further enhanced by the environmental sensitivity of these chelates; they exhibit a higher fluorescence intensity when free in solution than when coupled to intact probe molecules. Because of the minimal background fluorescence, the signal-to-noise ratios are higher and threshold cycles are lower than those obtained using conventional TaqMan probes. The multiplexing capacity of the assay chemistry is demonstrated through simultaneous amplification and detection of prostate specific antigen (PSA) cDNA and an internal standard mRNA (mmPSA) using probes labeled with terbium and europium. The applicability of the assay chemistry to routine clinical diagnostics is demonstrated through absolute quantification of PSA mRNA in peripheral blood.
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Affiliation(s)
- Jussi Nurmi
- Department of Biotechnology, University of Turku, Finland.
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22
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Nurmi J, Kiviniemi M, Kujanpää M, Sjöroos M, Ilonen J, Lövgren T. High-throughput genetic analysis using time-resolved fluorometry and closed-tube detection. Anal Biochem 2001; 299:211-7. [PMID: 11730345 DOI: 10.1006/abio.2001.5434] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Robust methods for genetic analysis are required for efficient exploitation of the constantly accumulating genetic information. We describe a closed-tube genotyping method suitable for high-throughput screening of genetic markers. The method is based on allele-specific probes labeled with an environment-sensitive lanthanide chelate, the fluorescence intensity of which is significantly increased upon PCR amplification of a complementary target. Genomic DNA samples were analyzed in an insulin gene single nucleotide polymorphism (SNP) assay using universal amplification primers and probes that recognized the two different alleles. The feasibility of dry reagent based all-in-one PCR assays was tested using another diabetes-related genetic marker, human leukocyte antigen DQB1 allele *0302 as a model analyte in a dual-color, closed-tube end-point assay. There was a 100% correlation between the novel SNP assay and a conventional PCR restriction fragment length polymorphism assay. It was also demonstrated that using real-time monitoring, accurate genotyping results can be obtained despite strongly cross-reacting probes, minimizing the time and effort needed for optimization of probe sequence. Throughput can be maximized by using predried PCR mixtures that are stable for at least 6 months. This homogenous, all-in-one dry reagent assay chemistry permits cost-effective genetic screening on a large scale.
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Affiliation(s)
- J Nurmi
- Department of Biotechnology, University of Turku, Tykistökatu 6A, 6th Floor, 20520 Turku, Finland.
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