Normalization of real-time quantitative reverse transcription-PCR data: a model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets.
Accurate normalization is an absolute prerequisite for correct measurement of gene expression. For quantitative real-time reverse transcription-PCR (RT-PCR), the most commonly used normalization strategy involves standardization to a single constitutively expressed control gene. However, in recent years, it has become clear that no single gene is constitutively expressed in all cell types and under all experimental conditions, implying that the expression stability of the intended control gene has to be verified before each experiment. We outline a novel, innovative, and robust strategy to identify stably expressed genes among a set of candidate normalization genes. The strategy is rooted in a mathematical model of gene expression that enables estimation not only of the overall variation of the candidate normalization genes but also of the variation between sample subgroups of the sample set.
Notably, the strategy provides a direct measure for the estimated expression variation, enabling the user to evaluate the systematic error introduced when using the gene. In a side-by-side comparison with a previously published strategy, our model-based approach performed in a more robust manner and showed less sensitivity toward coregulation of the candidate normalization genes. We used the model-based strategy to identify genes suited to normalize quantitative RT-PCR data from colon cancer and bladder cancer. These genes are UBC, GAPD, and TPT1 for the colon and HSPCB, TEGT, and ATP5B for the bladder. The presented strategy can be applied to evaluate the suitability of any normalization gene candidate in any kind of experimental design and should allow more reliable normalization of RT-PCR data.

DNA primers for amplification of mitochondrial cytochrome c oxidase subunit I from diverse metazoan invertebrates.
We describe “universal” DNA primers for polymerase chain reaction (PCR) amplification of a 710-bp fragment of the mitochondrial cytochrome c oxidase subunit I gene (COI) from 11 invertebrate phyla: Echinodermata, Mollusca, Annelida, Pogonophora, Arthropoda, Nemertinea, Echiura, Sipuncula, Platyhelminthes, Tardigrada, and Coelenterata, as well as the putative phylum Vestimentifera. Preliminary comparisons revealed that these COI primers generate informative sequences for phylogenetic analyses at the species and higher taxonomic levels.
Real-time quantification of microRNAs by stem-loop RT-PCR.
A novel microRNA (miRNA) quantification method has been developed using stem-loop RT followed by TaqMan PCR analysis. Stem-loop RT primers are better than conventional ones in terms of RT efficiency and specificity. TaqMan miRNA assays are specific for mature miRNAs and discriminate among related miRNAs that differ by as little as one nucleotide. Furthermore, they are not affected by genomic DNA contamination. Precise quantification is achieved routinely with as little as 25 pg of total RNA for most miRNAs.
In fact, the high sensitivity, specificity and precision of this method allows for direct analysis of a single cell without nucleic acid purification. Like standard TaqMan gene expression assays, TaqMan miRNA assays exhibit a dynamic range of seven orders of magnitude. Quantification of five miRNAs in seven mouse tissues showed variation from less than 10 to more than 30,000 copies per cell. This method enables fast, accurate and sensitive miRNA expression profiling and can identify and monitor potential biomarkers specific to tissues or diseases. Stem-loop RT-PCR can be used for the quantification of other small RNA molecules such as short interfering RNAs (siRNAs). Furthermore, the concept of stem-loop RT primer design could be applied in small RNA cloning and multiplex assays for better specificity and efficiency.
Primer3–new capabilities and interfaces.
Polymerase chain reaction (PCR) is a basic molecular biology technique with a multiplicity of uses, including deoxyribonucleic acid cloning and sequencing, functional analysis of genes, diagnosis of diseases, genotyping and discovery of genetic variants. Reliable primer design is crucial for successful PCR, and for over a decade, the open-source Primer3 software has been widely used for primer design, often in high-throughput genomics applications.
It has also been incorporated into numerous publicly available software packages and web services. During this period, we have greatly expanded Primer3’s functionality. In this article, we describe Primer3’s current capabilities, emphasizing recent improvements. The most notable enhancements incorporate more accurate thermodynamic models in the primer design process, both to improve melting temperature prediction and to reduce the likelihood that primers will form hairpins or dimers.
Additional enhancements include more precise control of primer placement-a change motivated partly by opportunities to use whole-genome sequences to improve primer specificity. We also added features to increase ease of use, including the ability to save and re-use parameter settings and the ability to require that individual primers not be used in more than one primer pair. We have made the core code more modular and provided cleaner programming interfaces to further ease integration with other software. These improvements position Primer3 for continued use with genome-scale data in the decade ahead.
Methylation-specific PCR: a novel PCR assay for methylation status of CpG islands.
Precise mapping of DNA methylation patterns in CpG islands has become essential for understanding diverse biological processes such as the regulation of imprinted genes, X chromosome inactivation, and tumor suppressor gene silencing in human cancer. We describe a new method, MSP (methylation-specific PCR), which can rapidly assess the methylation status of virtually any group of CpG sites within a CpG island, independent of the use of methylation-sensitive restriction enzymes.
This assay entails initial modification of DNA by sodium bisulfite, converting all unmethylated, but not methylated, cytosines to uracil, and subsequent amplification with primers specific for methylated versus unmethylated DNA. MSP requires only small quantities of DNA, is sensitive to 0.1% methylated alleles of a given CpG island locus, and can be performed on DNA extracted from paraffin-embedded samples.
MSP eliminates the false positive results inherent to previous PCR-based approaches which relied on differential restriction enzyme cleavage to distinguish methylated from unmethylated DNA. In this study, we demonstrate the use of MSP to identify promoter region hypermethylation changes associated with transcriptional inactivation in four important tumor suppressor genes (p16, p15, E-cadherin, and von Hippel-Lindau) in human cancer.
100G Acrylamide |
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NAT1014 | National Diagnostics | 100G | EUR 120 |
500G Acrylamide |
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NAT1016 | National Diagnostics | 500G | EUR 261.6 |
1KG Acrylamide |
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NAT1018 | National Diagnostics | 1KG | EUR 412.8 |
25G AquaPor LE |
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NAT1020 | National Diagnostics | 25G | EUR 132 |
100G AquaPor LE GTAC |
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NAT1022 | National Diagnostics | 100G | EUR 250.8 |
500G AquaPor LE GTAC |
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NAT1024 | National Diagnostics | 500G | EUR 878.4 |
25G AquaPor ES |
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NAT1026 | National Diagnostics | 25G | EUR 152.4 |
100G AquaPor ES |
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NAT1028 | National Diagnostics | 100G | EUR 350.4 |
25G AquaPor LM |
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NAT1030 | National Diagnostics | 25G | EUR 288 |
100G AquaPor LM |
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NAT1032 | National Diagnostics | 100G | EUR 860.4 |
25G AquaPor HR |
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NAT1034 | National Diagnostics | 25G | EUR 236.4 |
100G AquaPor HR |
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NAT1036 | National Diagnostics | 100G | EUR 592.8 |
25G AquaPor 3:1 |
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NAT1038 | National Diagnostics | 25G | EUR 250.8 |
100G AquaPor 3:1 |
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NAT1040 | National Diagnostics | 100G | EUR 570 |
25G Bis (Methylene Bis-Acrylamide) |
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NAT1042 | National Diagnostics | 25G | EUR 100.8 |
25G DATD Ultrapure |
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NAT1044 | National Diagnostics | 25G | EUR 168 |
250G Glycine |
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NAT1046 | National Diagnostics | 250G | EUR 94.8 |
1KG Glycine Ultrapure |
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NAT1048 | National Diagnostics | 1KG | EUR 128.4 |
250G Tris |
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NAT1050 | National Diagnostics | 250G | EUR 102 |
1KG Tris Ultrapure |
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NAT1052 | National Diagnostics | 1KG | EUR 177.6 |
100G Tricine |
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NAT1054 | National Diagnostics | 100G | EUR 120 |
100G Ion Exchange Resin (mixed bed) |
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NAT1056 | National Diagnostics | 100G | EUR 96 |
25G Riboflavin |
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NAT1058 | National Diagnostics | 25G | EUR 96 |
25ML TEMED |
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NAT1060 | National Diagnostics | 25ML | EUR 99.6 |
25G Ammonium Persulfate |
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NAT1062 | National Diagnostics | 25G | EUR 96 |
100G Ammonium Persulfate |
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NAT1064 | National Diagnostics | 100G | EUR 118.8 |
1G Dithiothreitol (DTT) |
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NAT1066 | National Diagnostics | 1G | EUR 103.2 |
5G Dithiothreitol (DTT) |
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NAT1068 | National Diagnostics | 5G | EUR 183.6 |
50ML 2-Mercaptoethanol |
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NAT1070 | National Diagnostics | 50ML | EUR 112.8 |
100G SDS Ultrapure |
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NAT1072 | National Diagnostics | 100G | EUR 111.6 |
1KG SDS Ultrapure |
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NAT1074 | National Diagnostics | 1KG | EUR 457.2 |
250G Urea |
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NAT1076 | National Diagnostics | 250G | EUR 98.4 |
1KG Urea |
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NAT1078 | National Diagnostics | 1KG | EUR 138 |
450ML Glycerol Ultrapure |
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NAT1080 | National Diagnostics | 450ML | EUR 132 |
200ML Tween 20 Ultrapure |
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NAT1082 | National Diagnostics | 200ML | EUR 132 |
1L Tween 20 |
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NAT1084 | National Diagnostics | 1L | EUR 169.2 |
200ML Formamide |
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NAT1086 | National Diagnostics | 200ML | EUR 111.6 |
500ML Boric Acid |
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NAT1088 | National Diagnostics | 500ML | EUR 103.2 |
100G EDTA |
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NAT1090 | National Diagnostics | 100G | EUR 94.8 |
500G EDTA |
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NAT1092 | National Diagnostics | 500G | EUR 177.6 |
GelDry Film 11 X 12 cm |
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NAT1094 | National Diagnostics | PK50 | EUR 100.8 |
25ML Formamide CE |
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NAT1096 | National Diagnostics | 25ML | Ask for price |
25ML Glass Bond |
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NAT1098 | National Diagnostics | 25ML | EUR 158.4 |
450ML Glass Free |
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NAT1100 | National Diagnostics | 450ML | EUR 196.8 |
GelDry Film 22.5 X 22.5 cm |
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NAT1102 | National Diagnostics | PK50 | EUR 130.8 |
1L DEPC Treated Water |
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NAT1104 | National Diagnostics | 1L | EUR 120 |
Sterling Rapid Silver Stain Kit |
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NAT1106 | National Diagnostics | 1KIT | EUR 265.2 |
1L ProtoBlue Safe |
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NAT1108 | National Diagnostics | 1L | EUR 159.6 |
4L ProtoBlue Safe |
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NAT1110 | National Diagnostics | 4L | EUR 282 |
1L ProtoStain Blue |
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NAT1112 | National Diagnostics | 1L | EUR 164.4 |
25ML Nuclistain |
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NAT1114 | National Diagnostics | 25ML | EUR 128.4 |
450ML AcrylaGel 30% |
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NAT1116 | National Diagnostics | 450ML | EUR 128.4 |
1L AcrylaGel 30% |
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NAT1118 | National Diagnostics | 1L | EUR 177.6 |
450ML Bis-AcrylaGel 2% |
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NAT1120 | National Diagnostics | 450ML | EUR 98.4 |
1L Bis-AcrylaGel 2% |
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NAT1122 | National Diagnostics | 1L | EUR 111.6 |
450ML UreaGel 29:1 Concentrate |
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NAT1124 | National Diagnostics | 450ML | EUR 133.2 |
1L UreaGel 29:1 Concentrate |
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NAT1126 | National Diagnostics | 1L | EUR 183.6 |
UreaGel 29:1 System 1L Kit |
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NAT1128 | National Diagnostics | EACH | EUR 171.6 |
UreaGel 29:1 System 2.2L Kit |
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NAT1130 | National Diagnostics | EACH | EUR 253.2 |
450ML SequaGel UreaGel Concentrate |
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NAT1132 | National Diagnostics | 450ML | EUR 126 |
1L SequaGel UreaGel Concentrate |
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NAT1134 | National Diagnostics | 1L | EUR 160.8 |
SequaGel Sequencing System 1L Kit |
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NAT1136 | National Diagnostics | 1KIT | EUR 171.6 |
SequaGel Sequencing System 2.2L Kit |
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NAT1138 | National Diagnostics | EACH | EUR 253.2 |
100ML SequaGel Buffer |
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NAT1140 | National Diagnostics | 100ML | EUR 80.4 |
200ML SequaGel UreaGel Buffer |
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NAT1142 | National Diagnostics | 200ML | EUR 84 |
450ML SequaGel UreaGel-6 |
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NAT1144 | National Diagnostics | 450ML | EUR 115.2 |
1L SequaGel UreaGel-6 |
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NAT1146 | National Diagnostics | 1L | EUR 151.2 |
450ML SequaGel UreaGel-8 |
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NAT1148 | National Diagnostics | 450ML | EUR 115.2 |
1L SequaGel UreaGel-8 |
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NAT1150 | National Diagnostics | 1L | EUR 151.2 |
450ML SequaGel UreaGel Diluent |
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NAT1152 | National Diagnostics | 450ML | EUR 90 |
1L SequaGel UreaGel Diluent |
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NAT1154 | National Diagnostics | 1L | EUR 103.2 |
90ML SequaGel Complete Buffer |
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NAT1156 | National Diagnostics | 90ML | EUR 79.2 |
200ML SequaGel UreaGel Complete Buffer |
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NAT1158 | National Diagnostics | 200ML | EUR 85.2 |
450ML SequaGel XR |
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NAT1160 | National Diagnostics | 450ML | EUR 126 |
1L SequaGel XR |
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NAT1162 | National Diagnostics | 1L | EUR 165.6 |
100ML SequaGel XR Concentrate |
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NAT1164 | National Diagnostics | 100ML | EUR 128.4 |
450ML SequaGel XR Concentrate |
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NAT1166 | National Diagnostics | 450ML | EUR 361.2 |
200ML SequaGel MD Monomer Solution |
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NAT1168 | National Diagnostics | 200ML | EUR 220.8 |
SequaGel MD SSCP Kit |
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NAT1170 | National Diagnostics | 1KIT | EUR 253.2 |
SequaGel MD Heteroduplex Kit |
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NAT1172 | National Diagnostics | EACH | EUR 265.2 |
1.2ML SequaGel MD SSCP Stop Solution |
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NAT1174 | National Diagnostics | 1.2ML | EUR 85.2 |
450ML AccuGel 19:1 (30%) |
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NAT1176 | National Diagnostics | 450ML | EUR 126 |
1L AccuGel 19:1 (30%) |
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NAT1178 | National Diagnostics | 1L | EUR 165.6 |
450ML AccuGel 19:1 (40%) |
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NAT1180 | National Diagnostics | 450ML | EUR 130.8 |
1L AccuGel 19:1 (40%) |
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NAT1182 | National Diagnostics | 1L | EUR 168 |
450ML AccuGel 29:1 (30%) |
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NAT1184 | National Diagnostics | 450ML | EUR 126 |
1L AccuGel 29:1 (30%) |
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NAT1186 | National Diagnostics | 1L | EUR 165.6 |
450ML AccuGel 29:1 (40%) |
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NAT1188 | National Diagnostics | 450ML | EUR 130.8 |
1L AccuGel 29:1 (40%) |
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NAT1190 | National Diagnostics | 1L | EUR 168 |
1.2ML Triple Dye Loading Buffer (6X) |
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NAT1192 | National Diagnostics | 1.2ML | EUR 85.2 |
UreaGel Loading Buffer |
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NAT1194 | National Diagnostics | 10X1ML | EUR 222 |
1L TBE 10X |
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NAT1196 | National Diagnostics | 1L | EUR 98.4 |
4L TBE 10X |
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NAT1198 | National Diagnostics | 4L | EUR 145.2 |
1L TBE 5X |
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NAT1200 | National Diagnostics | 1L | EUR 92.4 |
4L TBE 5X |
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NAT1202 | National Diagnostics | 4L | EUR 111.6 |
25ML TE BUFFER 100X |
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NAT1204 | National Diagnostics | 25ML | EUR 98.4 |
25ML 10X CE Buffer |
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NAT1206 | National Diagnostics | 25ML | EUR 138 |
100ML 10X CE Buffer |
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NAT1208 | National Diagnostics | 100ML | EUR 196.8 |
450ML 20X Tris-MOPS SDS |
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NAT1210 | National Diagnostics | 450ML | EUR 130.8 |
450ML 20X Tris-MEPS SDS |
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NAT1212 | National Diagnostics | 450ML | EUR 130.8 |
1L Tris-Tricine-SDS PAGE Buffer (10X) |
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NAT1214 | National Diagnostics | 1L | EUR 217.2 |
1L Tris-Glycine-SDS PAGE Buffer (10X) |
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NAT1216 | National Diagnostics | 1L | EUR 105.6 |
4L Tris-Glycine-SDS PAGE Buffer (10X) |
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NAT1218 | National Diagnostics | 4L | EUR 148.8 |
1L TTE Glycerol Tolerant Buffer 20X |
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NAT1220 | National Diagnostics | 1L | EUR 160.8 |
1L TAE Buffer 50X |
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NAT1222 | National Diagnostics | 1L | EUR 148.8 |
1L SSC Buffer 20X |
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NAT1224 | National Diagnostics | 1L | EUR 98.4 |
4L SSC Buffer 20X |
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NAT1226 | National Diagnostics | 4L | EUR 174 |
100ML SDS Solution 20% |
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NAT1228 | National Diagnostics | 100ML | EUR 92.4 |
450ML SDS Solution 20% |
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NAT1230 | National Diagnostics | 450ML | EUR 138 |
1L Denaturation Solution |
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NAT1232 | National Diagnostics | 1L | EUR 102 |
1L Neutralization Solution |
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NAT1234 | National Diagnostics | 1L | EUR 102 |
50G Dextran Sulfate |
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NAT1236 | National Diagnostics | 50G | EUR 193.2 |
250G Dextran Sulfate |
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NAT1238 | National Diagnostics | 250G | EUR 524.4 |
1L Tris-Glycine Electroblotting Buffer 10X |
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NAT1240 | National Diagnostics | 1L | EUR 102 |
4L Tris-Glycine Electroblotting Buffer 10X |
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NAT1242 | National Diagnostics | 4L | EUR 145.2 |
1L TBS (10X) Tris Buffered Saline |
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NAT1244 | National Diagnostics | 1L | EUR 126 |
1L TBST (10X) Tris Buffered Saline w/Tween 20 |
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NAT1246 | National Diagnostics | 1L | EUR 126 |
ProtoGel Sample Prep Kit |
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NAT1248 | National Diagnostics | EACH | EUR 223.2 |
Protein Loading Buffer Blue 2X |
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NAT1250 | National Diagnostics | 10X1ML | EUR 105.6 |
Protein Loading Buffer 5X |
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NAT1252 | National Diagnostics | 10X1ML | EUR 151.2 |
50ML Protein Precipitation Kit |
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NAT1254 | National Diagnostics | 50ML | EUR 270 |
100ML ProtoLift Western Strip Buffer |
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NAT1256 | National Diagnostics | 100ML | EUR 121.2 |
450ML ProtoGel (30%) |
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NAT1258 | National Diagnostics | 450ML | EUR 136.8 |
1L ProtoGel (30%) |
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NAT1260 | National Diagnostics | 1L | EUR 187.2 |
450ML ProtoGel (40%) |
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NAT1262 | National Diagnostics | 450ML | EUR 157.2 |
1L ProtoGel (40%) |
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NAT1264 | National Diagnostics | 1L | EUR 204 |
450ML ProtoGel Resolving Buffer 4X |
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NAT1266 | National Diagnostics | 450ML | EUR 100.8 |
1L ProtoGel Resolving Buffer |
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NAT1268 | National Diagnostics | 1L | EUR 128.4 |
200ML ProtoGel Stacking Buffer |
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NAT1270 | National Diagnostics | 200ML | EUR 92.4 |
100ML ProtoGel Quick-Cast 12% |
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NAT1272 | National Diagnostics | 100ML | EUR 105.6 |
450ML ProtoGel Quick-Cast 12% |
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NAT1274 | National Diagnostics | 450ML | EUR 223.2 |
0.5ML Insite Markers |
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NAT1276 | National Diagnostics | 0.5ML | EUR 238.8 |
0.5ML ProtoMarkers |
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NAT1278 | National Diagnostics | 0.5ML | EUR 236.4 |
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