We current a protocol for integrating two forms of organic knowledge – medical and molecular – for more practical classification of sufferers with most cancers. The proposed method is a hybrid between early and late knowledge integration technique. On this hybrid protocol, the set of informative medical options is prolonged by the classification outcomes based mostly on molecular knowledge units.
The outcomes are then handled as new artificial variables. The hybrid protocol was utilized to METABRIC breast most cancers samples and TCGA urothelial bladder carcinoma samples. Varied knowledge sorts have been used for medical endpoint prediction: medical knowledge, gene expression, somatic copy quantity aberrations, RNA-Seq, methylation, and reverse part protein array. The efficiency of the hybrid knowledge integration was evaluated with a repeated cross validation process and in contrast with different strategies of knowledge integration: early integration and late integration by way of tremendous studying.
The hybrid methodology gave related outcomes to these obtained by the most effective of the examined variants of tremendous studying. What’s extra, the hybrid methodology allowed for additional sensitivity evaluation and recursive function elimination, which led to compact predictive fashions for most cancers medical endpoints. For breast most cancers, the ultimate mannequin consists of eight medical variables and two artificial options obtained from molecular knowledge.
For urothelial bladder carcinoma, solely two medical options and one artificial variable have been crucial to construct the most effective predictive mannequin. We now have proven that the inclusion of the artificial variables based mostly on the RNA expression ranges and replica quantity alterations can result in improved high quality of prognostic checks. Thus, it ought to be thought-about for inclusion in wider medical follow.
A Micro organism-Impressed Morphology Genetic Biomedical Materials: Self-Propelled Synthetic Microbots for Metastatic Triple Unfavourable Breast Most cancers Therapy
Aidi injection, a standard Chinese language biomedical preparation, for gynecologic tumors: A scientific assessment and PRISMA-compliant meta-analysis
On the design, features, and biomedical functions of high-throughput dielectrophoretic micro-/nanoplatforms: a assessment
Cellufine MAX Q-r |
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20-502 | JNC America | 5 lt | Ask for price |
Cellufine MAX Q-r |
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Cellufine MAX S-h |
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20-400 | JNC America | 100 ml | EUR 458.4 |
Cellufine MAX S-h |
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20-401 | JNC America | 500 ml | EUR 1756.8 |
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20-403 | JNC America | 10 lt | Ask for price |
MC Cellufine MAX Q-r |
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20-500-51 | JNC America | 5 x 1 ml | EUR 325.2 |
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20-500-55 | JNC America | 5 x 5 ml | EUR 631.2 |
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20-400-51 | JNC America | 5 x 1 ml | EUR 325.2 |
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20-400-55 | JNC America | 5 x 5 ml | EUR 631.2 |
Cellufine MAX GS |
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21-300 | JNC America | 100 ml | EUR 606 |
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21-600 | JNC America | 10 ml | EUR 312 |
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21-601 | JNC America | 50 ml | EUR 580.8 |
Cellufine MAX IB |
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21-602 | JNC America | 100 ml | EUR 753.6 |
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21-000 | JNC America | 100 ml | EUR 458.4 |
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21-001 | JNC America | 500 ml | EUR 1756.8 |
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21-100 | JNC America | 100 ml | EUR 439.2 |
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21-101 | JNC America | 500 ml | EUR 1194 |
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20700 | JNC America | 100 ml | EUR 439.2 |
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20701 | JNC America | 500 ml | EUR 1194 |
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21-500 | JNC America | 50 ml | EUR 450 |
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21-501 | JNC America | 100 ml | EUR 746.4 |
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21-502 | JNC America | 500 ml | EUR 2959.2 |
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21-504 | JNC America | 10 lt | Ask for price |
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20-600 | JNC America | 100 ml | EUR 458.4 |
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20-601 | JNC America | 500 ml | EUR 1756.8 |
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20-602 | JNC America | 5 lt | Ask for price |
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20-603 | JNC America | 10 lt | Ask for price |
MC Cellufine MAX CM |
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20-900 | JNC America | 100 ml | EUR 458.4 |
MC Cellufine MAX CM |
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20-900-51 | JNC America | 5 x 1 ml | EUR 325.2 |
MC Cellufine MAX CM |
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20-900-55 | JNC America | 5 x 5 ml | EUR 631.2 |
MC Cellufine MAX CM |
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20-901 | JNC America | 500 ml | EUR 1756.8 |
MC Cellufine MAX CM |
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20-902 | JNC America | 5 lt | Ask for price |
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20-903 | JNC America | 10 lt | Ask for price |
MC Cellufine MAX GS |
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21-300-51 | JNC America | 5 x 1 ml | EUR 325.2 |
MC Cellufine MAX GS |
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21-300-55 | JNC America | 5 x 5 ml | EUR 631.2 |
MC Cellufine MAX IB |
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21-600-15 | JNC America | 1 x 5 ml | EUR 362.4 |
MC Cellufine MAX IB |
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21-600-51 | JNC America | 5 x 1 ml | EUR 362.4 |
MC Cellufine MAX DEAE |
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21-000-51 | JNC America | 5 x 1 ml | EUR 325.2 |
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21-000-55 | JNC America | 5 x 5 ml | EUR 631.2 |
MC Cellufine MAX Butyl |
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21-100-51 | JNC America | 5 x 1 ml | EUR 325.2 |
MC Cellufine MAX Butyl |
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21-100-55 | JNC America | 5 x 5 ml | EUR 644.4 |
MC Cellufine MAX Phenyl |
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20-700-51 | JNC America | 5 x 1 ml | EUR 325.2 |
MC Cellufine MAX Phenyl |
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20-700-55 | JNC America | 5 x 5 ml | EUR 644.4 |
Cellufine MAX Phenyl LS |
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20800 | JNC America | 100 ml | EUR 439.2 |
Cellufine MAX Phenyl LS |
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20802 | JNC America | 5 lt | Ask for price |
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21-700 | JNC America | 10 ml | EUR 312 |
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21-700-15 | JNC America | 1 x 5 ml | EUR 362.4 |
Cellufine MAX DexS-Hbp |
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21-700-51 | JNC America | 5 x 1 ml | EUR 362.4 |
Cellufine MAX DexS-Hbp |
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21-701 | JNC America | 50 ml | EUR 580.8 |
Cellufine MAX DexS-Hbp |
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21-702 | JNC America | 500 ml | EUR 2882.4 |
Cellufine MAX DexS-Hbp |
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21-704 | JNC America | 10 lt | Ask for price |
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21-800 | JNC America | 10 ml | EUR 312 |
Cellufine MAX DexS-Vir |
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21-801 | JNC America | 50 ml | EUR 580.8 |
Cellufine MAX DexS-Vir |
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21-802 | JNC America | 500 ml | EUR 2882.4 |
Cellufine MAX DexS-Vir |
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21-804 | JNC America | 10 lt | Ask for price |
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21703 | JNC America | 5 lt | Ask for price |
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21803 | JNC America | 5 lt | Ask for price |
MC Cellufine MAX AminoButyl |
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21-500-15 | JNC America | 1 x 5 ml | EUR 541.2 |
MC Cellufine MAX AminoButyl |
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21-500-51 | JNC America | 5 x 1 ml | EUR 541.2 |
MC Cellufine MAX Q-h |
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20-600-51 | JNC America | 5 x 1 ml | EUR 325.2 |
MC Cellufine MAX Q-h |
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20-600-55 | JNC America | 5 x 5 ml | EUR 631.2 |
MC Cellufine MAX Phenyl LS |
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20-800-51 | JNC America | 5 x 1 ml | EUR 325.2 |
MC Cellufine MAX Phenyl LS |
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20-800-55 | JNC America | 5 x 5 ml | EUR 644.4 |
MC Cellufine MAX DexS-Vir |
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21-800-15 | JNC America | 1 x 5 ml | EUR 362.4 |
MC Cellufine MAX DexS-Vir |
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21-800-51 | JNC America | 5 x 1 ml | EUR 362.4 |
Cellufine S-500 |
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21-200 | JNC America | 100 ml | EUR 465.6 |
Cellufine S-500 |
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21-201 | JNC America | 500 ml | EUR 836.4 |
Cellufine S-500 |
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21-202 | JNC America | 5 lt | Ask for price |
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21-203 | JNC America | 10 lt | Ask for price |
Cellufine ETclean S |
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682-985-324 | JNC America | 10 ml | EUR 439.2 |
Cellufine ETclean S |
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682-985-326 | JNC America | 50 ml | EUR 708 |
Cellufine ETclean S |
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682-985-328 | JNC America | 500 ml | EUR 3624 |
Cellufine ETclean S |
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682-985-330 | JNC America | 5 lt | Ask for price |
Cellufine ETclean S |
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682-985-335 | JNC America | 10 lt | Ask for price |
MC Cellufine S-500 |
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21-200-51 | JNC America | 5 x 1 ml | EUR 286.8 |
MC Cellufine S-500 |
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21-200-55 | JNC America | 5 x 5 ml | EUR 504 |
MC Cellufine Etclean S |
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201-15 | JNC America | 1 x 5 ml | EUR 427.2 |
MC Cellufine Etclean S |
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201-51 | JNC America | 5 x 1 ml | EUR 427.2 |
Cellufine PB |
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683-986-324 | JNC America | 10 ml | EUR 542.4 |
Cellufine PB |
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683-986-326 | JNC America | 50 ml | Ask for price |
Cellufine PB |
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683-986-328 | JNC America | 500 ml | Ask for price |
Cellufine PB |
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683-986-330 | JNC America | 5 lt | Ask for price |
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683-986-335 | JNC America | 10 lt | Ask for price |
Cellufine Formyl |
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676-944-324 | JNC America | 10 ml | EUR 388.8 |
Cellufine Formyl |
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676-944-335 | JNC America | 10 lt | Ask for price |
Cellufine Formyl |
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20-854 | JNC America | 500 ml | EUR 4890 |
Cellufine Formyl |
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19-853 | JNC America | 50 ml | EUR 644.4 |
Cellufine Formyl |
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21-855 | JNC America | 5 lt | Ask for price |
Cellufine Sulfate |
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676-943-324 | JNC America | 10 ml | EUR 362.4 |
Cellufine Sulfate |
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19845 | JNC America | 50 ml | EUR 669.6 |
Cellufine Sulfate |
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19846 | JNC America | 500 ml | EUR 3470.4 |
Cellufine Sulfate |
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19847 | JNC America | 5 lt | Ask for price |
Cellufine Sulfate |
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19849 | JNC America | 10 lt | Ask for price |
Cellufine Phosphate |
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684-987-335 | JNC America | 10 lt | Ask for price |
Cellufine Phosphate |
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685-987-330 | JNC America | 5 lt | Ask for price |
Cellufine Phosphate |
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19-524 | JNC America | 10 ml | EUR 516 |
Cellufine Phosphate |
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19-545 | JNC America | 50 ml | EUR 542.4 |
Cellufine Phosphate |
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19-546 | JNC America | 500 ml | EUR 4046.4 |
MC Cellufine PB |
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202-15 | JNC America | 1 x 5 ml | EUR 542.4 |
MC Cellufine PB |
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202-51 | JNC America | 5 x 1 ml | EUR 542.4 |
Cellufine A-800 |
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673980327 | JNC America | 100 ml | EUR 388.8 |
Cellufine A-800 |
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673980335 | JNC America | 10 lt | Ask for price |
Cellufine A-500 |
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675980327 | JNC America | 100 ml | EUR 388.8 |
Cellufine A-500 |
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675980335 | JNC America | 10 lt | Ask for price |
Cellufine Q-500 |
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675982327 | JNC America | 100 ml | EUR 439.2 |
Cellufine Q-500 |
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675982335 | JNC America | 10 lt | Ask for price |
Cellufine C-500 |
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675983327 | JNC America | 100 ml | EUR 388.8 |
Cellufine C-500 |
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675983335 | JNC America | 10 lt | Ask for price |
Cellufine A-200 |
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676-980-327 | JNC America | 100 ml | EUR 388.8 |
Cellufine A-200 |
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676980335 | JNC America | 10 lt | Ask for price |
Cellufine GH-25 |
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670000327 | JNC America | 100 ml | EUR 362.4 |
Cellufine GH-25 |
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670000335 | JNC America | 10 lt | Ask for price |
Cellufine A-200 |
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19611 | JNC America | 500 ml | EUR 631.2 |
Cellufine A-200 |
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19612 | JNC America | 5 lt | Ask for price |
Cellufine GH-25 |
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19711 | JNC America | 500 ml | EUR 542.4 |
Cellufine GH-25 |
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19712 | JNC America | 5 lt | Ask for price |
Cellufine A-800 |
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19800 | JNC America | 500 ml | EUR 631.2 |
Cellufine A-500 |
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19805 | JNC America | 500 ml | EUR 631.2 |
Cellufine A-500 |
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19806 | JNC America | 5 lt | Ask for price |
Cellufine C-500 |
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19865 | JNC America | 500 ml | EUR 631.2 |
Cellufine C-500 |
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19866 | JNC America | 5 lt | Ask for price |
Cellufine Q-500 |
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19907 | JNC America | 500 ml | EUR 861.6 |
Cellufine Q-500 |
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19908 | JNC America | 5 lt | Ask for price |
Cellufine SPA-HC |
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21-900 | JNC America | 10 ml | EUR 823.2 |
Cellufine SPA-HC |
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21-901 | JNC America | 50 ml | EUR 1635.6 |
Cellufine SPA-HC |
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21-902 | JNC America | 500 ml | EUR 8228.4 |
Cellufine SPA-HC |
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21-903 | JNC America | 5 lt | Ask for price |
Cellufine SPA-HC |
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21-904 | JNC America | 10 lt | Ask for price |
Cellufine ETclean L |
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681-984-324 | JNC America | 10 ml | EUR 439.2 |
Cellufine ETclean L |
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681-984-326 | JNC America | 50 ml | EUR 708 |
Cellufine ETclean L |
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681-984-328 | JNC America | 500 ml | EUR 3624 |
Cellufine ETclean L |
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681-984-330 | JNC America | 5 lt | Ask for price |
Cellufine ETclean L |
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681-984-335 | JNC America | 10 lt | Ask for price |
MC Cellufine Sulfate |
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19-845-15 | JNC America | 1 x 5 ml | EUR 439.2 |
MC Cellufine Sulfate |
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19-845-51 | JNC America | 5 x 1 ml | EUR 439.2 |
MC Cellufine Phosphate |
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195-15 | JNC America | 1 x 5 ml | EUR 516 |
MC Cellufine Phosphate |
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195-51 | JNC America | 5 x 1 ml | EUR 516 |
Cellufine GCL-2000HF |
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21-400 | JNC America | 100 ml | EUR 362.4 |
Cellufine GCL-2000HF |
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21-401 | JNC America | 500 ml | EUR 542.4 |
Cellufine GCL-2000HF |
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21-402 | JNC America | 5 lt | Ask for price |
Cellufine GCL-2000HF |
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21-403 | JNC America | 10 lt | Ask for price |
MC Cellufine A-200 |
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19-611-51 | JNC America | 5 x 1 ml | EUR 260.4 |
MC Cellufine GH-25 |
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19-711-55 | JNC America | 5 x 5 ml | EUR 516 |
MC Cellufine C-500 |
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19-800-51 | JNC America | 5 x 1 ml | EUR 260.4 |
MC Cellufine C-500 |
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19-800-55 | JNC America | 5 x 5 ml | EUR 414 |
MC Cellufine A-500 |
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19-805-51 | JNC America | 5 x 1 ml | EUR 260.4 |
MC Cellufine A-500 |
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19-805-55 | JNC America | 5 x 5 ml | EUR 414 |
MC Cellufine A-800 |
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19-865-51 | JNC America | 5 x 1 ml | EUR 260.4 |
MC Cellufine A-800 |
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19-865-55 | JNC America | 5 x 5 ml | EUR 414 |
MC Cellufine Q-500 |
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19-907-51 | JNC America | 5 x 1 ml | EUR 260.4 |
MC Cellufine Q-500 |
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19-907-55 | JNC America | 5 x 5 ml | EUR 414 |
MC Cellufine SPA-HC |
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21-900-11 | JNC America | 1 x 1 ml | EUR 446.4 |
MC Cellufine SPA-HC |
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21-900-15 | JNC America | 1 x 5 ml | EUR 663.6 |
MC Cellufine SPA-HC |
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21-900-51 | JNC America | 5 x 1 ml | EUR 663.6 |
MC Cellufine Etclean L |
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200-15 | JNC America | 1 x 5 ml | EUR 427.2 |
MC Cellufine Etclean L |
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200-51 | JNC America | 5 x 1 ml | EUR 427.2 |
R-2A Agar (Agar Medium S) |
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M962B-500G | EWC Diagnostics | 1 unit | EUR 44 |
Description: R-2A Agar (Agar Medium S) |
R-2A Agar (Agar Medium S) |
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ME962-2.5KG | EWC Diagnostics | 1 unit | EUR 214.73 |
Description: R-2A Agar (Agar Medium S) |
R-2A Agar (Agar Medium S) |
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ME962-500G | EWC Diagnostics | 1 unit | EUR 44.15 |
Description: R-2A Agar (Agar Medium S) |
R-2A Agar (Agar Medium S) |
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ME962-5KG | EWC Diagnostics | 1 unit | EUR 375.81 |
Description: R-2A Agar (Agar Medium S) |
R 1610 Cells Complete Medium |
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CM-0420-125mL4 | Elabscience Biotech | 125 mL×4 | EUR 98 |
Description: Complete Growth Medium |
R 1610 Cells Complete Medium |
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CM-0420 | Elabscience Biotech | 125mL×4 | EUR 98 |
Description: Cell lines complete growth medium |
Insect Cell Medium: Grace?s Insect Medium (Unsupplemented) |
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ABP-MED-10004 | Allele Biotech | 1 liter | Ask for price |
MH-S Cells Complete Medium |
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CM-0597-125mL4 | Elabscience Biotech | 125 mL×4 | EUR 108 |
Description: Complete Growth Medium |
MH-S Cells Complete Medium |
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CM-0597 | Elabscience Biotech | 125mL×4 | EUR 108 |
Description: Cell lines complete growth medium |
S-180 Cells Complete Medium |
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CM-0201-125mL4 | Elabscience Biotech | 125 mL×4 | EUR 98 |
Description: Complete Growth Medium |
S-180 Cells Complete Medium |
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CM-0201 | Elabscience Biotech | 125mL×4 | EUR 98 |
Description: Cell lines complete growth medium |
Wort Medium w/ Sterile Cellulose |
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MF017F-20PT | EWC Diagnostics | 1 unit | EUR 37.6 |
Description: Wort Medium w/ Sterile Cellulose |
Wort Medium w/ Sterile Cellulose |
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MF017F-50PT | EWC Diagnostics | 1 unit | EUR 79.92 |
Description: Wort Medium w/ Sterile Cellulose |
Motility Medium S Base |
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M514-500G | EWC Diagnostics | 1 unit | EUR 38.38 |
Description: Motility Medium S Base |
Grace S supplement medium for insect cells |
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PM152012-500mL | Elabscience Biotech | 500 mL | EUR 55 |
Description: Classical Basic Medium |
R-Mix Refeed Medium (ReadyCells) |
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05-370100 | Quidel | 100 mL | Ask for price |
Description: use with R-Mix ReadyCells cultures (not for use with FreshCells cultures). |
Teepol Medium w/ Sterile Cellulose |
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MF015F-20PT | EWC Diagnostics | 1 unit | EUR 37.6 |
Description: Teepol Medium w/ Sterile Cellulose |
Teepol Medium w/ Sterile Cellulose |
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MF015F-50PT | EWC Diagnostics | 1 unit | EUR 79.92 |
Description: Teepol Medium w/ Sterile Cellulose |
Hydroxyethyl cellulose, medium viscosity |
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GC2547-1 | Glentham Life Sciences | 1 | EUR 69.6 |
Hydroxyethyl cellulose, medium viscosity |
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GC2547-100 | Glentham Life Sciences | 100 | EUR 17 |
Hydroxyethyl cellulose, medium viscosity |
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GC2547-100G | Glentham Life Sciences | 100 g | EUR 55.2 |
Hydroxyethyl cellulose, medium viscosity |
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GC2547-1KG | Glentham Life Sciences | 1 kg | EUR 120 |
Hydroxyethyl cellulose, medium viscosity |
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GC2547-25 | Glentham Life Sciences | 25 | EUR 13 |
Hydroxyethyl cellulose, medium viscosity |
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GC2547-250 | Glentham Life Sciences | 250 | EUR 24.6 |
Hydroxyethyl cellulose, medium viscosity |
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GC2547-250G | Glentham Life Sciences | 250 g | EUR 66 |
Hydroxyethyl cellulose, medium viscosity |
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GC2547-25G | Glentham Life Sciences | 25 g | EUR 50.4 |
Hydroxyethyl cellulose, medium viscosity |
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GC2547-500 | Glentham Life Sciences | 500 | EUR 41.1 |
Hydroxyethyl cellulose, medium viscosity |
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GC2547-500G | Glentham Life Sciences | 500 g | EUR 86.4 |
M-Endo Medium w/ Sterile Cellulose |
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MF010F-50PT | EWC Diagnostics | 1 unit | EUR 81.46 |
Description: M-Endo Medium w/ Sterile Cellulose |