SUPPLEMENTARY INFORMATION. for
|
|
- Zsuzsanna Borbélyné
- 5 évvel ezelőtt
- Látták:
Átírás
1 SUPPLEMENTARY INFORMATION for OptSSeq: High-throughput sequencing readout of growth enrichment defines optimal gene expression elements for homoethanologenesis Indro Neil Ghosh and Robert Landick Table S Table S2 Table S3 Table S4 Table S5 Table S6 Table S7 Table S8 Figure S Figure S2 Figure S3 Figure S4 Figure S5 Figure S6 Figure S7 Figure S8 Figure S9 Figure S0 Supplementary Tables Strains and plasmids used in study Primers used in study Sequences and predicted TIRs of RBSs tested Sequences, CSS and predicted RNAP binding strengths of promoter tested Apparent OD600 and ethanol yields of strain libraries during passagings Normalized rates of RFP production from a set of promoters Enzyme levels in strains driving Pdc from strong predicted RBSs σ 70 level measurements in E. coli strain lysates Supplementary Figures End product predictions and measurements for homoethanologens Average growth rates of libraries obtained at the end of each passage of growth enrichment Primer binding sites and sections of homoethanologenic cassettes amplified to enable high throughput sequencing of promoters and RBSs Promoter sequences present in library populations after each passage of growth enrichment RBS sequences present in library populations after each passage of growth enrichment Potential compensatory co-selection of promoters and first-gene RBSs Selection of adhb and adha RBSs in adhe and adhe + strains Degree of enrichment (Ex) for each gene expression element at each stage of library preparation and growth enrichment Quantitation of protein levels by western blot Aggregate protein levels in E. coli strains containing the ethanologenic plasmids before and after optimization (including σ 70 levels) compared to levels produced by Z. mobilis
2 SUPPLEMENTARY TABLES TABLE S: Strains and plasmids used in study Name Strains MG655 RL3000 RL308 RL309 Description E. coli K-2 F λ ilvg rfb-50 rph- crl::ins-i yche::ins5-u glpr gatc flhdp::insab-5 MG655 ilvg + rph + rfb-50 ycii::82bp nudf(g02v) Δ(glcByghO) crl + (Δins-I) ybhj(l54i) yche + (Δins5-U) mntp(g25d) yecd(n86h) gatc + glpr + flhd + ( insab-5) RL3000 acka frda ldha RL3000 acka frda ldha adhe Source or Note Blattner et al, 997 DH0B E. coli K-2 F λ enda deor + reca, gale5, galk6, nupg, rpsl35(str R ) Δ(lac)X74 φ80laczδm, arad39 Δ(ara,leu)7697 mcra - Δ(mrr-hsdRMS-mcrBC) Durfee et al, Z. mobilis Z. mobilis ZM4 ATCC 382 ATCC s a pbbr - MCS-5 ppbwt ppbasyn prh52 prs002 ppba00 derived from the plasmid pbbr with the cryptic pbbr ori encoding gentamycin resistance; aacc(gn R )-Plac-lacZα-MCS-[mob-rep](pBBRori) derived from pbbr-mcs5 and ploi295 containing in order pbbrori-aacc(gn R )-Plac-RBSZM_pdc-Z. mobilis pdc- RBSZM_adhB-Z. mob. adhb encoding codon-optimized pdc, adhb and adha; pbbrori- Pdps00-PydfZ-RBSZM_pdc-pdc- RBSZM_adhB-adhB RBSZM_adhA-adhA-evoglow-flp-aphA(Kn R )-flp-tp22-aacc(gn R ) derived from pbbr-mcs-5 encoding spectinomycin resistance gene aada and codon optimized laci pbbrori-aada(sp R )-Plac-lacI-TBsu glna-ptrc-laczα-gfp-tp22 derived from prh52 with a MCS flanked by terminators. MCS contains EcoRV site. pbbrori-aada(sp R )- TBsu glna-mcs-gfp-tp22 derived from prs002 and ppbasyn encoding library of PBA cassettes containing in order: pbbrori-aada(sp R )- TBsu glna-pprom_lib-rbspdc_lib-pdc-rbsadhb_lib-adhb-rbsadha_libadha-gfp-tp22 Kovach, et al Gardner and Keating, 200 4
3 pabp00 ppb00 ppa00 pgr-bba- B000 ping00 derived from prs002 and ppbasyn encoding library of ABP cassettes containing in order: pbbrori-aada(sp R )- TBsu glna-pprom_lib-rbsadha_lib-adha-rbsadhb_lib-adhb-rbspdc_libpdc-gfp-tp22 derived from prs002 and ppbasyn encoding library of PB cassettes containing in order: pbbrori-aada(sp R )- TBsu glna- Pprom_lib-RBSpdc_lib-pdc-RBSadhB_lib-adhB-gfp-TP22 derived from prs002 and ppbasyn encoding library of PA cassettes containing in order: pbbrori-aada(sp R )- TBsu glna- Pprom_lib-RBSpdc_lib-pdc-RBSadhA_lib-adhA-gfp-TP22 pbr322 based plasmid encoding ampicillin (Ap) resistance and arabinose inducible promoter. Developed to test termination efficiency of rrnbt terminator placed between gfp and rfp. pbr322ori-bla(ap R )-arac-pbad-gfp-trrnbt-rfp-trrnbt derived from prh52 and pgr-bba-b000 designed to test transcription from promoter#. pbbrori-aada(sp R )-PT7A-gfp-TP22-TBsu glna-ppromoter#-rfp-trrnbt Chen et al, ping002 derived from ping00 encoding promoter#2 ping003 derived from ping00 encoding promoter#3 ping009 derived from ping00 encoding promoter#9 ping03 derived from ping00 encoding promoter#3 ping05 derived from ping00 encoding promoter#5 ping025 derived from ping00 encoding promoter#25 ping027 derived from ping00 encoding promoter#27 ping03 derived from ping00 encoding promoter#3 ping033 derived from ping00 encoding promoter#33 ping049 derived from ping00 encoding promoter#49 ping05 derived from ping00 encoding promoter#5 pl7a04f pl7a2e pl7a03e PBA plasmid that encodes promoter ID#37, pdc RBS ID# pbbrori-aada(sp R )-TBsu glna-ppromoter#37-rbspdc#-pdc- RBSadhB#4-adhB RBSadhA#2-adhA-gfp-TP22 PBA plasmid that encodes promoter ID#37, pdc RBS ID#2 pbbrori-aada(sp R )-TBsu glna-ppromoter#37-rbspdc#2-pdc- RBSadhB#5-adhB RBSadhA#6-adhA-gfp-TP22 PBA plasmid that encodes promoter ID#37, pdc RBS ID#3 pbbrori-aada(sp R )-TBsu glna-ppromoter#37-rbspdc#3-pdc-
4 pla08b prm630 ping004 ping04 ping042 RBSadhB#5-adhB RBSadhA#3-adhA-gfp-TP22 PBA plasmid that encodes promoter ID#37, pdc RBS ID#4 pbbrori-aada(sp R )-TBsu glna-ppromoter#37-rbspdc#4-pdc- RBSadhB#9-adhB RBSadhA#4-adhA-gfp-TP22 Expression plasmid derived from pet28 encoding 0 his tagged NusG ColEori-lacI-PT7-lacO-0 his-ppx-nusg-tt7-m3oriapha(kn R ) derived from prm630 to express 0 his tagged Pdc ColEori-lacI-PT7-lacO-0 his-ppx-pdc-tt7-m3ori-apha(kn R ) derived from prm630 to express 0 his tagged AdhB ColEori-lacI-PT7-lacO-0 his-ppx-adhb-tt7-m3oriapha(kn R ) derived from prm630 to express 0 his tagged AdhA ColEori-lacI-PT7-lacO-0 his-ppx-adhb-tt7-m3oriapha(kn R ) Sevostyano va et al, 20 6 a Gene names with asterisks (e.g., pdc) indicate codon-optimized genes
5 TABLE S2: Primers used in study a Primer names Primer Sequence (5-3 ) To generate promoter libraries Prom_ Prom_2 Prom_3 Prom_PBA_4 TATGTTAATACACCATCACAGAATTGTGAGCGCTCACAATCTAGGTCTATGAGTG GT ATVCGAGCCGGATGATTAATTRTMARGAGGTCCAGCAACCACTCATAGACCTAGA TTGTG AATTAATCATCCGGCTCGBATAATGBGTGGAATTGGTAGAGTATTTTTATTGCGC GGTCA TTAGATGATATATGGCGGGTGACCGCGCAATAAAAATACT Prom_ABP_4 AAGATAGTGGATTTAAGGTGACCGCGCAATAAAAATACT To generate fragment libraries to construct plasmids PBA_pdc_fw GAGTATTTTTATTGCGCGGTCACCTTAAATCCACTATCTTMAGGABRTGTTACAT GTCCTATACTGTC PBA_pdc_rev CATACTAGATTGCAAAAATTACAGCAACTTATTGAC PBA_adhb_fw GCCGGTCAATAAGTTGCTGTAATTTTTGCAATCTAGTATGSCCTTAWGKGKGATA GCTATGGCCTCGAGCAC PBA_adhb_rev TTAGATGATATATGGCGTTAGAATGCGC PBA_adha_fw AGCTGTTCCTGAGCGCATTCTAACGCCATATATCATCTAARGABGWTCACCATGA AAGCTGCAGTTATC PBA_adha_rev TTTCTAGAACTAGGGATCCCCCGGGCTGCAGGAATTCGATGTTAATGATGCGTGA AGTCGAC ABP_adha_fw GAGTATTTTTATTGCGCGGTCACCCGCCATATATCATCTAARGABGWTCACCATG AAAGCTGCAGTTATC ABP_adha_rev CATACTAGATTGCAAAAAGTTAATGATGCGTGAAGTCGAC ABP_adhb_fw GTCGACTTCACGCATCATTAACTTTTTGCAATCTAGTATGSCCTTAWGKGKGATA GCTATGGCCTCGAGCAC ABP_adhb_rev AAGATAGTGGATTTAATTAGAATGCGCTCAGGAACA ABP_pdc_fw GAGCTGTTCCTGAGCGCATTCTAATTAAATCCACTATCTTMAGGABRTGTTACAT GTCCTATACTGTC ABP_pdc_rev TTTCTAGAACTAGGGATCCCCCGGGCTGCAGGAATTCGATTTACAGCAACTTATT GACCG PB_adhb_rev TTTCTAGAACTAGGGATCCCCCGGGCTGCAGGAATTCGATTTAGAATGCGCTCAG
6 PA_adha_fw GAACA GCCGGTCAATAAGTTGCTGTAATTTTTGCAATCTAGTATGRGABGWTCACCATGA AAGCTGCAGTTATC To amplify sections of plasmid libraries for sequencing prom_up_fw AATCTTCGGTAGTCCAGCGGGTCTATGAGTGGTTGCTGGA pdc_end_fw AATCTTCGGTAGTCCAGCGGCCGGTCAATAAGTTGCTGT adhb_end_fw AATCTTCGGTAGTCCAGCGCGCATTCTAACGCCATATATCA adha_end_fw AATCTTCGGTAGTCCAGCGTGTCGACTTCACGCATCATT adhb2_end_fw AATCTTCGGTAGTCCAGCGTGTTCCTGAGCGCATTCTAA pdc2_end_fw AATCTTCGGTAGTCCAGCGGCCGGTCAATAAGTTGCTGT pdc_st_rev TGTAGGCTGGAGCTGCTTCGCAGACGCTCCGCTAAATAGG adhb_st_rev TGTAGGCTGGAGCTGCTTCGACGTGCTCGAGGCCATAG adha_st_rev TGTAGGCTGGAGCTGCTTCGGGCGTAATTTGGTGTCTTTCA 5 Stem + Index AATGATACGGCGACCACCGAGATCTACACTCTTTCCCTACACGACGCTCTTCCGA TCTNNNNNNNNNNAATCTTCGGTAGTCCAGCG 3 Stem CAAGCAGAAGACGGCATACGAGATCTTCCGATCTTGTAGGCTGGAGCTGCTTCG a Annealing sequences are in bold, and variable sequences are in red.
7 TABLE S3: Sequences and predicted TIRs of RBSs tested Cassette pdc RBS region encoding 2 RBSs b,c PBA ABP PB PA ppbasyn ppbwt TATTGCGCGGTCACCTTAAATCCACTATCTTMAGGABRTGTTACATG CTGAGCGCATTCTAATTAAATCCACTATCTTMAGGABRTGTTACATG TATTGCGCGGTCACCTTAAATCCACTATCTTMAGGABRTGTTACATG TATTGCGCGGTCACCTTAAATCCACTATCTTMAGGABRTGTTACATG TGCGCGGTCACCTTAAAAAATCCACTTAAGAAGGTAGGTGTTACATG TCATCCTGATTCAGACATAGTGTTTTGAATATATGGAGTAAGCAATG Predicted TIR a RBS ID Sequence b PBA, PB, PA ABP TAAGGAGGT TCAGGAGGT TAAGGAGAT TCAGGAGAT TAAGGATGT TCAGGATGT TAAGGATAT TAAGGACGT TCAGGATAT TCAGGACGT TAAGGACAT TCAGGACAT ppbasyn See above 3707 ppbwt See above 4232 Cassette PBA ABP PB ppbasyn ppbwt adhb RBS region encoding 6 RBSs b,c TGCTGTAATTTTTGCAATCTAGTATGSCCTTAWGKGKGATAGCTATG TCATTAACTTTTTGCAATCTAGTATGSCCTTAWGKGKGATAGCTATG TGCTGTAATTTTTGCAATCTAGTATGSCCTTAWGKGKGATAGCTATG TCCAGCTCGGTACCCAATCTAGTATGTAGGGTGAGGTTATAGCTATG TCGAGCTCGGTACCCAAACTAGTATGTAGGGTGAGGTTATAGCTATG RBS ID Sequence b Predicted TIR a in PBA, ABP, PB, PA
8 GCCTTAAGGGGGA CCCTTAAGGGGGA GCCTTATGGGGGA CCCTTATGGGGGA 00 5 GCCTTAAGTGGGA GCCTTAAGGGTGA CCCTTAAGGGTGA 70 8 CCCTTAAGTGGGA 64 9 CCCTTAAGTGTGA 32 0 GCCTTATGGGTGA 276 CCCTTATGGGTGA GCCTTATGTGGGA 39 3 CCCTTATGTGGGA 27 4 GCCTTAAGTGTGA 8 5 CCCTTATGTGTGA 38 6 GCCTTATGTGTGA 8 ppbasyn See above 396 ppbwt See above 526 Cassette adha RBS region encoding 6 RBSs b,c PBA CCTGAGCGCATTCTAACGCCATATATCATCTAARGABGWTCACCATG ABP TTATTGCGCGGTCACCCGCCATATATCATCTAARGABGWTCACCATG PA AATAAGTTGCTGTAATTTTTGCAATCTAGTTAARGABGWTCACCATG ppbasyn CCTGAGCGCATTCTAACGCCATATATCAACAAAAGGTAGTCACCATG Predicted TIR a RBS ID Sequence b PBA ABP PA TAAGGAGGT TAAGGAGGA TAAGGACGT TAAGGATGT TAAAGAGGT TAAGGACGA
9 7 TAAAGAGGA TAAGGATGA TAAAGACGT TAAAGATGT TAAAGACGA TAAAGATGA ppbasyn See above 5067 a Predicted TIRs calculated using RBS calculator. 7 b RBS is bold. c Variable sequences are red.
10 TABLE S4: Sequences, CSS and predicted RNAP binding strengths of promoter tested Promoter sequence gtggttgctggacctcytkayaattaatcatccggctcgbataatgbgtggaattg ID Promoter Sequence (-34 to -4) CSS a Binding b TTGACAattaatcatccggctcgTATAATGTG TTGACAattaatcatccggctcgTATAATGGG TTGACAattaatcatccggctcgTATAATGCG TTGATAattaatcatccggctcgTATAATGTG TTGATAattaatcatccggctcgTATAATGGG TTGATAattaatcatccggctcgTATAATGCG TTGACAattaatcatccggctcgCATAATGTG TTGACAattaatcatccggctcgCATAATGGG TTGACAattaatcatccggctcgCATAATGCG TTGATAattaatcatccggctcgCATAATGTG TTGATAattaatcatccggctcgCATAATGGG TTGATAattaatcatccggctcgCATAATGCG TTGACAattaatcatccggctcgGATAATGTG TTGACAattaatcatccggctcgGATAATGGG TTGACAattaatcatccggctcgGATAATGCG TTTACAattaatcatccggctcgTATAATGTG TTTACAattaatcatccggctcgTATAATGGG TTTACAattaatcatccggctcgTATAATGCG TTGATAattaatcatccggctcgGATAATGTG TTGATAattaatcatccggctcgGATAATGGG TTGATAattaatcatccggctcgGATAATGCG TTTATAattaatcatccggctcgTATAATGTG TTTATAattaatcatccggctcgTATAATGGG TTTATAattaatcatccggctcgTATAATGCG TTTACAattaatcatccggctcgCATAATGTG TTTACAattaatcatccggctcgCATAATGGG TTTACAattaatcatccggctcgCATAATGCG
11 28 TTTATAattaatcatccggctcgCATAATGTG TTTATAattaatcatccggctcgCATAATGGG TTTATAattaatcatccggctcgCATAATGCG TTTACAattaatcatccggctcgGATAATGTG TTTACAattaatcatccggctcgGATAATGGG TTTACAattaatcatccggctcgGATAATGCG TTTATAattaatcatccggctcgGATAATGTG TTTATAattaatcatccggctcgGATAATGGG TTTATAattaatcatccggctcgGATAATGCG CTGACAattaatcatccggctcgTATAATGTG CTGACAattaatcatccggctcgTATAATGGG CTGACAattaatcatccggctcgTATAATGCG CTGATAattaatcatccggctcgTATAATGTG CTGATAattaatcatccggctcgTATAATGGG CTGATAattaatcatccggctcgTATAATGCG CTGACAattaatcatccggctcgCATAATGTG CTGACAattaatcatccggctcgCATAATGGG CTGACAattaatcatccggctcgCATAATGCG CTGATAattaatcatccggctcgCATAATGTG CTGATAattaatcatccggctcgCATAATGGG CTGATAattaatcatccggctcgCATAATGCG CTGACAattaatcatccggctcgGATAATGTG CTGACAattaatcatccggctcgGATAATGGG CTGACAattaatcatccggctcgGATAATGCG CTTACAattaatcatccggctcgTATAATGTG CTTACAattaatcatccggctcgTATAATGGG CTTACAattaatcatccggctcgTATAATGCG CTGATAattaatcatccggctcgGATAATGTG CTGATAattaatcatccggctcgGATAATGGG CTGATAattaatcatccggctcgGATAATGCG CTTATAattaatcatccggctcgTATAATGTG
12 59 CTTATAattaatcatccggctcgTATAATGGG CTTATAattaatcatccggctcgTATAATGCG CTTACAattaatcatccggctcgCATAATGTG CTTACAattaatcatccggctcgCATAATGGG CTTACAattaatcatccggctcgCATAATGCG CTTATAattaatcatccggctcgCATAATGTG CTTATAattaatcatccggctcgCATAATGGG CTTATAattaatcatccggctcgCATAATGCG CTTACAattaatcatccggctcgGATAATGTG CTTACAattaatcatccggctcgGATAATGGG CTTACAattaatcatccggctcgGATAATGCG CTTATAattaatcatccggctcgGATAATGTG CTTATAattaatcatccggctcgGATAATGGG CTTATAattaatcatccggctcgGATAATGCG a CSS - Consensus similarity score calculated utilizing dataset published by Oliphant et al. 8 See methods. b Binding - RNA Polymerase σ 70 - promoter binding strength predictions made using thermodynamic calculations by Brewster et al. 9 See methods.
13 TABLE S5: Apparent OD600 and ethanol yields of strain libraries during passagings Growth Enrichment Passage Initial OD Final OD Ethanol Yield a PBA replicate PBA replicate 2 ABP replicate ABP replicate 2 PB replicate PB replicate 2 PA replicate PA replicate % % % % % % % % % % % % % % % % % % % % % % % % a Calculated from glucose converted to ethanol by the end of each library passage. See Figure S2 for growth rates of each of the library passages.
14 TABLE S6: Normalized rates of RFP production from a set of promoters Promoter# a CSS b Predicted Binding c Measured Strength (AU) d ± ± ± ± ± ± ± ± BDL BDL BDL BDL a See Table S4 for sequences. b CSS - Consensus similarity score calculated utilizing dataset published by Oliphant et al. 8 See methods. c Predicted Binding - RNA Polymerase σ 70 - promoter binding strength predictions made using thermodynamic calculations by Brewster et al. 9 See methods. d Measured Strength Rate of RFP production in DH0B from a ping00 derivative normalized to GFP produced from a constant control promoter on the same plasmid. See methods. AU Arbitrary units. BDL Below detectable levels.
15 TABLE S7: Enzyme levels in strains driving Pdc from strong predicted RBSs pdc Pdc copy number per Predicted TIR b RBS# a cell ± ± ± ± 0.3 a s pl7a04f (pdc RBS#), pl7a2e (pdc RBS#2), pl7a03e (pdc RBS#3), pla08b (pdc RBS#4) (see Table S) transformed into RL309. b Translation initiation rate calculated using RBS calculator. 7 TABLE S8: σ 70 level measurements in E. coli strain lysates Strain fmol σ 70 μg - TCP σ 70 molecules per cell a 0 3 ppba 40 ± ±.0 ppba2 28 ± 2.4 ± 0.7 pabp 27 ± ± 0.7 pabp2 25 ± 5 2. ± 0.7 ppb 23 ± 5.9 ± 0.7 ppb2 2 ± 3.8 ± 0.6 ppa 25 ± ± 0.7 ppa2 2 ± 5.8 ± 0.6 ppbasyn 22 ± 6.9 ± 0.7 ppbwt 22 ± 4.9 ± 0.6 RL ± 3.8 ± 0.4 RL O2 29 ± ± 0.7 RL309 + O2 8 ± 4.7 ± 0.4 a Molecules per cell calculated from measurements of protein mass measured per cell: Anaerobic ethanologenic E. coli 40 ± 40 fg, Anaerobic RL3000 E. coli 40 ± 30 fg, Aerobic RL3000 E. coli 60 ± 40 fg, Aerobic RL309 E. coli 60 ± 20 fg.
16 A B C Metabolite flux (pmol h - μg - TCP) Metabolite flux (pmol h - μg - TCP) Metabolite flux (pmol h - μg - TCP) Computational prediction - Max biomass; ijr904 ferm. def. + Pdc + Adh Glucose Glucose Glucose Consumption Consumption Production Experimental measurement - RL309 + ppb 8.0±2.0 Pyruvate Pyruvate Pyruvate BDL BDL Acetaldehyde Acetaldehyde Acetaldehyde BDL BDL Succinate Succinate Succinate BDL BDL Lactate Lactate Lactate BDL Production BDL Formate Formate Formate Experimental measurement - RL309 + ppbasyn 3.9±2.7 BDL BDL Acetate Acetate Acetate BDL BDL Ethanol Ethanol Ethanol 5.8± ±.3 Consumption Production Figure S. End product predictions and measurements for homoethanologens. (A) Predicted end-product profile for an ethanologenic E. coli strain (pdc + adh + ΔackA, ΔldhA, ΔfrdA ΔadhE), assuming no alanine or valine secretion and glucose consumption rate of 7.0 pmol h - μg - TCP. (B-C) End product profiles during exponential growth of RL309 ppbasyn (B) and RL309 ppb (C).
17 Growth Rate (h - ) PBA library Growth Rate (h - ) ABP library Passage # Passage # Growth Rate (h - ) PB library Growth Rate (h - ) PA library Passage # Passage # Apparent growth rates: Libraries Figure S2. Average growth rates of libraries obtained at the end of each passage of growth enrichment.
18 A prom_up_fw pdc_st_rev pdc_end_fw adhb_st_rev adhb_end_fw adha_st_rev PCR pdc adhb adha adapters amplicon encoding library of genetic expression element variants B prom_up_fw adha_st_rev adha_end_fw adhb_st_rev adhb2_end_fw pdc_st_rev adha adhb pdc C prom_up_fw pdc_st_rev pdc2_end_fw adhb_st_rev pdc adhb D prom_up_fw pdc_st_rev pdc_end_fw adha_st_rev pdc adha E 5 Stem + Index 3 Stem Illumina 250 bp reads Figure S3. Primer binding sites and sections of homoethanologenic cassettes amplified for high throughput sequencing of promoters and RBSs in (A) PBA, (B), ABP, (C), PB, (D), PA library populations. Sequences of prim-ers depicted are provided in Table S2. All amplicons have identical 5 and 3 adapters encoded in primers. (E) PCR based attachment of 5 and 3 Illumina stem sequences and 5 multiplexing barcode sequences to amplicons. Prim-ers used to attach these stem and barcode sequences are provided in Table S2.
19 A 2 PBA ABP PB PA Promoters Promoter ID >50% 50.0% 7.5% 6.35%.39% % Promoter variant fractional representation in library B Cassette PBA Rep 2 Sequence Logos Consensus Degrees of enrichments similarity score dis T A A--7nt-- ATAATG G T A A--7nt-- ATAATG G E promoter Average Predicted Promoter-RNAP Binding Strength ABP 2 T A A--7nt-- ATAATG G T A A--7nt-- ATAATG G PB 2 T A A--7nt-- ATAATG G T A A--7nt-- ATAATG G PA 2 T A A--7nt-- ATAATG G T A A--7nt-- ATAATG G Figure S4. Promoter sequences present in library populations after each passage of growth enrichment. (A) Extent of promoter sequence enrichment for each gene cassette library before (0) and after each passage of growth enrichment (-3). library refers to sequences present in plasmid pool prior to transformation into RL309. Increasingly dark shades of blue corresponding to increasingly large fractional representation of a particular sequence in the library from 0% (white) to 50% (dark blue); magenta, >50% fractional representation. Asterisks () indicate the promoter sequences present in isolates chosen for further characterization. (B) Sequence logo repre-sentation, consensus similarity score, E promoter, and average promoter-rnap binding strength for promoters present after the third passage of growth enrichment.
20 pdc RBS ID A PBA ABP PB PA pdc RBSs >50% 50% 30% 8% 8.3% 0.0% pdc RBS variant fractional representation in library adhb RBS ID B PBA ABP PB adhb RBSs >50% 50% 27% 5% 6.3% 0.0% adhb RBS variant fractional representation in library adha RBS ID C PBA ABP PA adha RBSs >50% 50% 30% 8% 8.3% 0.0% adha RBS variant fractional representation in library Figure S5. RBS sequences present in library populations after each passage of growth enrichment. (A) Extent of pdc RBS sequence enrichment for each gene cassette library before (0) and after each passage of growth enrich-ment (-3). library refers to sequences present in plasmid pool prior to transformation into RL309. Increasingly dark shades of blue corresponding to increasingly large fractional representation of a particular sequence in the library from 0% (white) to 50% (dark blue); magenta, >50% fractional representation. Asterisks () indicate the RBS sequences present in isolates chosen for further characterization. (B) Extent of adhb RBS sequence enrichment for each gene cassette library, as described in panel A for pdc RBSs. (C) Extent of adha RBS sequence enrichment for each gene cassette library, as described in panel A for pdc RBSs.
21 Average Predicted Promoter-σ 70 binding strength A Av.pred. σ 70 bind str. 64 PBA Rep pdc RBS TIR ( 0 3 ) Av.pred. σ 70 bind str. 64 PBA Rep pdc RBS TIR ( 0 3 ) B Av.pred. σ 70 bind str. 64 ABP Rep adha RBS TIR ( 0 2 ) Av.pred. σ 70 bind str. 64 ABP Rep adha RBS TIR ( 0 2 ) C Av.pred. σ 70 bind str. 64 PB Rep pdc RBS TIR ( 0 3 ) Av.pred. σ 70 bind str. 64 PB Rep pdc RBS TIR ( 0 3 ) D Av.pred. σ 70 bind str. 64 PA Rep pdc RBS TIR ( 0 3 ) Av.pred. σ 70 bind str. 64 PA Rep pdc RBS TIR ( 0 3 ) Figure S6. Potential compensatory co-selection of promoters and first-gene RBSs. Average predicted promoter strengths (grey squares) are plotted versus predicted TIRs of coselected pdc or adha RBSs for cassettes PBA (A), ABP (B), PB (C), PA (D). Expected relationships between promoter predicted strength and RBS TIR if promoters and RBSs were coselected for a single aggregate expression level are depicted by red dashed lines. The lack of correlation between promoter strengths and RBS TIRs indicates that stronger promoters were not selected to com-pensate for with weaker first-gene RBSs (or that weaker promoters were not selected to compensate for stronger first-gene RBSs).
22 Pred. Str. Strong 6 Enriched adhb RBSs PB -AdhE PB +AdhE Rep Rep2 Rep Rep2 Frac. High Pred. Str. Strong 5 Enriched adha RBSs PA -AdhE PA +AdhE Rep Rep2 Rep Rep2 Frac. High Weak E adhbrbs Low Weak E adharbs Low Figure S7. Selection of adhb and adha RBSs in adhe and adhe + strains. The fractional representation of adhb or adha RBS sequences ordered from strongest (top) to weakest (bottom) are shown using a color scale of 0% (white) to 50% (dark blue) and >50% fractional (magenta) fractional representation. RBS sequences were obtained after 3 steps of growth enrichment of the of PB and PA libraries in RL309 ( adhe) or RL308 (adhe + ).
23 PBA library E promoter E pdcrbs E adhbrbs E adharbs ABP library E promoter E pdcrbs E 0.99 adhbrbs E adharbs PB library E promoter E pdcrbs E adhbrbs PA library E promoter E pdcrbs E adharbs Degrees of enrichments Figure S8. Degree of enrichment (E x ) for each genetic expression element at each stage of library preparation and growth enrichment.
24 A α - Pdc E+05 y = y 0 A(-e -kx )/k ppba ppba2 pabp pabp2 ppb ppb2 ppa ppa2 ppbasyn ppbnwt Z. mobilis 3 ± 2 26 ± 22 ± 8 20 ± 9 7 ± 9 27 ± 3 24 ± 9 6 ± ± ±.4 ± Pdc molecules per cell measured his-pdc Pdc his-pdc loaded (ng) Signal 5E+04 0E+00 R 2 = y 0 = 6. ± A = -5.4 ± K = 2.7 ± his-pdc (ng) B α - AdhB ppba ppba2 pabp pabp2 ppb ppb2 ppa ppa2 ppbasyn ppbwt Z. mobilis 3.6 ± ± ± ± ± ± ± ± ± AdhB molecules per cell measured his-adhb AdhB his-adhb loaded (ng) Signal 2.E+05.E+05 0.E+00 y = y 0 A(-e -kx )/k R 2 = y 0 = 4.6 ± A = -52 ± K = 36 ± his-adhb (ng) C D α - AdhA ppba 2 ± 0.6 ppba2 7.9 ± 5 α - σ 70 pabp - pabp2 - ppb - ppb2 - ppa 34 ± ppa2 3 ± 0 ppbasyn 0.2 ± 0.63 ppbwt - Z. mobilis.8 ± AdhB molecules per cell measured his-adha AdhA his-adha loaded (ng) his-σ 70 σ 70 Signal 3.E+05 2.E+05.E+05 0.E+00 6.E+04 4.E+04 y = y 0 A(-e -kx )/k R 2 = y 0 = 3.2 ± A = -38 ± K = 5 ± y = y 0 A(-e -kx )/k his-adha (ng) ppba 3.5 ±.0 ppba2 2.4 ± 0.7 pabp 2.3 ± 0.7 pabp2 2. ± 0.7 ppb.9 ± 0.7 ppb2.8 ± 0.6 ppa 2.2 ± 0.7 ppa2.8 ± 0.6 ppbasyn.9 ± 0.7 ppbwt.9 ± 0.6 RL ± 0.4 RL3000 +O ± 0.7 RL309 +O 2.7 ± his-σ 70 loaded (ng) 0 3 AdhB molecules per cell measured Signal 2.E+04 0.E his-σ 70 (ng) R 2 = y 0 = - ± A = -56 ± K = 7 ± Figure S9. Quantitation of protein levels by western blot. (Right) Representative western blots are shown for Pdc (A), AdhB (B), AdhA (C), and σ 70 (D). Total cell protein loaded in each lane was 0.7 µg (A-C) or 5 µg (D). Purified His 0 -Pdc (A), His 0 -AdhB (B), His 0 -AdhA (C), or His 0 -σ 70 (D) were mixed with equivalent amounts of total cell protein from RL3000 at the levels shown below each lane. (Left) Graphs of the quantified signal from varying levels of protein standards and nonlinear fits used to estimate protein levels in cell lysates (see Methods).
25 ppba ppba2 pabp pabp2 ppb ppb2 ppa Pdc AdhB AdhA σ 70 ppa2 ppbasyn ppbwt ZM4 0% 0% 20% 30% 40% 50% Ethanologenic enzymes as a fraction of TCP Figure S0. Aggregate protein levels in E. coli strains containing the ethanologenic plasmids before and after optimization (including σ 70 levels) compared to levels produced by Z. mobilis. Pdc (cyan), AdhB (blue), AdhA (purple), σ 70 (red). Colored error bars are the standard deviations in levels of each enzyme from triplicate measure-ments. The light grey error bar is the total error for the sum of the ethanologenic enzymes (Pdc, AdhB, and AdhA).
26 REFERENCES () Blattner, F. R., Plunkett, G., 3rd, Bloch, C. A., Perna, N. T., Burland, V., Riley, M., Collado- Vides, J., Glasner, J. D., Rode, C. K., Mayhew, G. F., Gregor, J., Davis, N. W., Kirkpatrick, H. A., Goeden, M. A., Rose, D. J., Mau, B., and Shao, Y. (997) The complete genome sequence of Escherichia coli K-2, Science 277, (2) Durfee, T., Nelson, R., Baldwin, S., Plunkett, G., 3rd, Burland, V., Mau, B., Petrosino, J. F., Qin, X., Muzny, D. M., Ayele, M., Gibbs, R. A., Csorgo, B., Posfai, G., Weinstock, G. M., and Blattner, F. R. (2008) The complete genome sequence of Escherichia coli DH0B: insights into the biology of a laboratory workhorse, J Bacteriol 90, (3) Kovach, M. E., Elzer, P. H., Hill, D. S., Robertson, G. T., Farris, M. A., Roop, R. M., 2nd, and Peterson, K. M. (995) Four new derivatives of the broad-host-range cloning vector pbbrmcs, carrying different antibiotic-resistance cassettes, Gene 66, (4) Gardner, J. G., and Keating, D. H. (200) Requirement of the type II secretion system for utilization of cellulosic substrates by Cellvibrio japonicus, Appl Environ Microbiol 76, (5) Chen, Y. J., Liu, P., Nielsen, A. A., Brophy, J. A., Clancy, K., Peterson, T., and Voigt, C. A. (203) Characterization of 582 natural and synthetic terminators and quantification of their design constraints, Nat Methods 0, (6) Sevostyanova, A., Belogurov, G. A., Mooney, R. A., Landick, R., and Artsimovitch, I. (20) The beta subunit gate loop is required for RNA polymerase modification by RfaH and NusG, Mol Cell 43, (7) Salis, H. M. (20) The ribosome binding site calculator, Methods Enzymol 498, (8) Oliphant, A. R., and Struhl, K. (988) Defining the consensus sequences of E.coli promoter elements by random selection, Nucleic Acids Res 6, (9) Brewster, R. C., Jones, D. L., and Phillips, R. (202) Tuning promoter strength through RNA polymerase binding site design in Escherichia coli, PLoS Comput Biol 8, e0028.
Modular Optimization of Hemicellulose-utilizing Pathway in. Corynebacterium glutamicum for Consolidated Bioprocessing of
[Supplementary materials] Modular Optimization of Hemicellulose-utilizing Pathway in Corynebacterium glutamicum for Consolidated Bioprocessing of Hemicellulosic Biomass Sung Sun Yim 1, Jae Woong Choi 1,
RészletesebbenSupporting Information
Supporting Information Cell-free GFP simulations Cell-free simulations of degfp production were consistent with experimental measurements (Fig. S1). Dual emmission GFP was produced under a P70a promoter
RészletesebbenMarkerless Escherichia coli rrn Deletion Strains for Genetic Determination of Ribosomal Binding Sites
Markerless Escherichia coli rrn Deletion Strains for Genetic Determination of Ribosomal Binding Sites Selwyn Quan *, Ole Skovgaard, Robert E. McLaughlin, Ed T. Buurman,1, and Catherine L. Squires * Department
RészletesebbenUniversity of Bristol - Explore Bristol Research
Al-Salihi, S. A. A., Scott, T. A., Bailey, A. M., & Foster, G. D. (2017). Improved vectors for Agrobacterium mediated genetic manipulation of Hypholoma spp. and other homobasidiomycetes. Journal of Microbiological
RészletesebbenSupporting Information
Supporting Information Plasmid Construction DNA cloning was carried out according to standard protocols. The sequence of all plasmids was confirmed by DNA sequencing and amplified using the E. coli strain
RészletesebbenManuscript Title: Identification of a thermostable fungal lytic polysaccharide monooxygenase and
1 2 3 4 5 Journal name: Applied Microbiology and Biotechnology Manuscript Title: Identification of a thermostable fungal lytic polysaccharide monooxygenase and evaluation of its effect on lignocellulosic
RészletesebbenSupplementary Table 1. Cystometric parameters in sham-operated wild type and Trpv4 -/- rats during saline infusion and
WT sham Trpv4 -/- sham Saline 10µM GSK1016709A P value Saline 10µM GSK1016709A P value Number 10 10 8 8 Intercontractile interval (sec) 143 (102 155) 98.4 (71.4 148) 0.01 96 (92 121) 109 (95 123) 0.3 Voided
RészletesebbenForensic SNP Genotyping using Nanopore MinION Sequencing
Forensic SNP Genotyping using Nanopore MinION Sequencing AUTHORS Senne Cornelis 1, Yannick Gansemans 1, Lieselot Deleye 1, Dieter Deforce 1,#,Filip Van Nieuwerburgh 1,#,* 1 Laboratory of Pharmaceutical
RészletesebbenSeven gene deletions in seven days: Fast generation of Escherichia coli strains tolerant to acetate and osmotic stress Supplementary Figure S1.
Seven gene deletions in seven days: Fast generation of Escherichia coli strains tolerant to acetate and osmotic stress Sheila I. Jensen 1*, Rebecca M. Lennen 1, Markus J. Herrgård 1, Alex T. Nielsen 1*
RészletesebbenSupporting Information
Supporting Information Paired design of dcas9 as a systematic platform for the detection of featured nucleic acid sequences in pathogenic strains Yihao Zhang 1,2,8, Long Qian 4,8, Weijia Wei 1,3,7,8, Yu
RészletesebbenSOLiD Technology. library preparation & Sequencing Chemistry (sequencing by ligation!) Imaging and analysis. Application specific sample preparation
SOLiD Technology Application specific sample preparation Application specific data analysis library preparation & emulsion PCR Sequencing Chemistry (sequencing by ligation!) Imaging and analysis SOLiD
RészletesebbenFlowering time. Col C24 Cvi C24xCol C24xCvi ColxCvi
Flowering time Rosette leaf number 50 45 40 35 30 25 20 15 10 5 0 Col C24 Cvi C24xCol C24xCvi ColxCvi Figure S1. Flowering time in three F 1 hybrids and their parental lines as measured by leaf number
RészletesebbenExpression analysis of PIN genes in root tips and nodules of Lotus japonicus
Article Expression analysis of PIN genes in root tips and nodules of Lotus japonicus Izabela Sańko-Sawczenko 1, Dominika Dmitruk 1, Barbara Łotocka 1, Elżbieta Różańska 1 and Weronika Czarnocka 1, * 1
RészletesebbenNan Wang, Qingming Dong, Jingjing Li, Rohit K. Jangra, Meiyun Fan, Allan R. Brasier, Stanley M. Lemon, Lawrence M. Pfeffer, Kui Li
Supplemental Material IRF3-dependent and NF- B-independent viral induction of the zinc-finger antiviral protein Nan Wang, Qingming Dong, Jingjing Li, Rohit K. Jangra, Meiyun Fan, Allan R. Brasier, Stanley
RészletesebbenA cell-based screening system for RNA Polymerase I inhibitors
Electronic Supplementary Material (ESI) for MedChemComm. This journal is The Royal Society of Chemistry 2019 Supporting Information A cell-based screening system for RNA Polymerase I inhibitors Xiao Tan,
RészletesebbenSupplementary Figure 1
Supplementary Figure 1 Plot of delta-afe of sequence variants detected between resistant and susceptible pool over the genome sequence of the WB42 line of B. vulgaris ssp. maritima. The delta-afe values
RészletesebbenLimitations and challenges of genetic barcode quantification
Limitations and challenges of genetic barcode quantification Lars hielecke, im ranyossy, ndreas Dahl, Rajiv iwari, Ingo Roeder, Hartmut eiger, Boris Fehse, Ingmar lauche and Kerstin ornils SUPPLEMENRY
RészletesebbenInvolvement of ER Stress in Dysmyelination of Pelizaeus-Merzbacher Disease with PLP1 Missense Mutations Shown by ipsc-derived Oligodendrocytes
Stem Cell Reports, Volume 2 Supplemental Information Involvement of ER Stress in Dysmyelination of Pelizaeus-Merzbacher Disease with PLP1 Missense Mutations Shown by ipsc-derived Oligodendrocytes Yuko
RészletesebbenMiskolci Egyetem Gazdaságtudományi Kar Üzleti Információgazdálkodási és Módszertani Intézet Nonparametric Tests
Nonparametric Tests Petra Petrovics Hypothesis Testing Parametric Tests Mean of a population Population proportion Population Standard Deviation Nonparametric Tests Test for Independence Analysis of Variance
RészletesebbenMapping Sequencing Reads to a Reference Genome
Mapping Sequencing Reads to a Reference Genome High Throughput Sequencing RN Example applications: Sequencing a genome (DN) Sequencing a transcriptome and gene expression studies (RN) ChIP (chromatin immunoprecipitation)
RészletesebbenSupplementary materials to: Whole-mount single molecule FISH method for zebrafish embryo
Supplementary materials to: Whole-mount single molecule FISH method for zebrafish embryo Yuma Oka and Thomas N. Sato Supplementary Figure S1. Whole-mount smfish with and without the methanol pretreatment.
RészletesebbenUniversity of Bristol - Explore Bristol Research
Tan, B. G., Wellesley, F. C., Savery, N. J., & Szczelkun, M. D. (2016). Length heterogeneity at conserved sequence block 2 in human mitochondrial DNA acts as a rheostat for RNA polymerase POLRMT activity.
RészletesebbenSupplemental Information. Investigation of Penicillin Binding Protein. (PBP)-like Peptide Cyclase and Hydrolase
Cell Chemical Biology, Volume upplemental Information Investigation of Penicillin Binding Protein (PBP)-like Peptide Cyclase and ydrolase in urugamide on-ribosomal Peptide Biosynthesis Yongjun Zhou, Xiao
RészletesebbenPhenotype. Genotype. It is like any other experiment! What is a bioinformatics experiment? Remember the Goal. Infectious Disease Paradigm
It is like any other experiment! What is a bioinformatics experiment? You need to know your data/input sources You need to understand your methods and their assumptions You need a plan to get from point
Részletesebbenkpis(ppk20) kpis(ppk46)
Table S1. C. elegans strains used in this study Strains carrying transgenes Strain Transgene Genotype Reference IT213 tcer-1 prom:tcer-1orf:gfp:tcer-1 3'utr unc-119(ed3) III; kpis(ppk6) This study IT283
RészletesebbenHorizontal gene transfer drives adaptive colonization of apple trees by the fungal pathogen Valsa mali. Zhiyuan Yin, Baitao Zhu, Hao Feng, Lili Huang*
Supplementary Information Horizontal gene transfer drives adaptive colonization of apple trees by the fungal pathogen Valsa mali Zhiyuan Yin, Baitao Zhu, Hao Feng, Lili Huang* State Key Laboratory of Crop
Részletesebbenpjnc-pgluc Codon-optimized Gaussia luciferase (pgluc) Vector backbone: JM83 pjnc-pgluc is resistant to ampicillin and neomycin High or low copy:
pjnc-pgluc Gene/Insert name: Codon-optimized Gaussia luciferase (pgluc) Vector backbone: pcmv-jnc Vector type: Mammalian cells Backbone size w/o insert (bp): 5375 Bacterial resistance: Ampicillin and neomycin
RészletesebbenSuppl. Materials. Polyhydroxyalkanoate (PHA) Granules Have no Phospholipids. Germany
Suppl. Materials Polyhydroxyalkanoate (PHA) Granules Have no Phospholipids Stephanie Bresan 1, Anna Sznajder 1, Waldemar Hauf 2, Karl Forchhammer 2, Daniel Pfeiffer 3 and Dieter Jendrossek 1 1 Institute
RészletesebbenMiskolci Egyetem Gazdaságtudományi Kar Üzleti Információgazdálkodási és Módszertani Intézet. Nonparametric Tests. Petra Petrovics.
Nonparametric Tests Petra Petrovics PhD Student Hypothesis Testing Parametric Tests Mean o a population Population proportion Population Standard Deviation Nonparametric Tests Test or Independence Analysis
RészletesebbenConstruction of a cube given with its centre and a sideline
Transformation of a plane of projection Construction of a cube given with its centre and a sideline Exercise. Given the center O and a sideline e of a cube, where e is a vertical line. Construct the projections
RészletesebbenT-helper Type 2 driven Inflammation Defines Major Subphenotypes of Asthma
T-helper Type 2 driven Inflammation Defines Major Subphenotypes of Asthma Prescott G. Woodruff, M.D., M.P.H., Barmak Modrek, Ph.D., David F. Choy, B.S., Guiquan Jia, M.D., Alexander R. Abbas, Ph.D., Almut
RészletesebbenTrinucleotide Repeat Diseases: CRISPR Cas9 PacBio no PCR Sequencing MFMER slide-1
Trinucleotide Repeat Diseases: CRISPR Cas9 PacBio no PCR Sequencing 2015 MFMER slide-1 Fuch s Eye Disease TCF 4 gene Fuchs occurs in about 4% of the US population. Leads to deteriorating vision without
RészletesebbenCorrelation & Linear Regression in SPSS
Petra Petrovics Correlation & Linear Regression in SPSS 4 th seminar Types of dependence association between two nominal data mixed between a nominal and a ratio data correlation among ratio data Correlation
RészletesebbenSzéchenyi István Egyetem www.sze.hu/~herno
Oldal: 1/6 A feladat során megismerkedünk a C# és a LabVIEW összekapcsolásának egy lehetőségével, pontosabban nagyon egyszerű C#- ban írt kódból fordítunk DLL-t, amit meghívunk LabVIEW-ból. Az eljárás
RészletesebbenHibridspecifikus tápanyag-és vízhasznosítás kukoricánál csernozjom talajon
Hibridspecifikus tápanyag-és vízhasznosítás kukoricánál csernozjom talajon Karancsi Lajos Gábor Debreceni Egyetem Agrár és Gazdálkodástudományok Centruma Mezőgazdaság-, Élelmiszertudományi és Környezetgazdálkodási
RészletesebbenStatistical Inference
Petra Petrovics Statistical Inference 1 st lecture Descriptive Statistics Inferential - it is concerned only with collecting and describing data Population - it is used when tentative conclusions about
RészletesebbenCorrelation & Linear Regression in SPSS
Correlation & Linear Regression in SPSS Types of dependence association between two nominal data mixed between a nominal and a ratio data correlation among ratio data Exercise 1 - Correlation File / Open
Részletesebben4 vana, vanb, vanc1, vanc2
77 1) 2) 2) 3) 4) 5) 1) 2) 3) 4) 5) 16 12 7 17 4 8 2003 1 2004 7 3 Enterococcus 5 Enterococcus faecalis 1 Enterococcus avium 1 Enterococcus faecium 2 5 PCR E. faecium 1 E-test MIC 256 mg/ml vana MRSA MRSA
Részletesebbentccattaattcgacagaccagagttaaataatccttgtatgccattgtgatcacatctacagttcagattttgtatttca
Figure Legends for Supplementary Materials: Fig. 1. Nucleotide sequence of the zebrafish lumican (zlum) gene. Exons are indicated by uppercase letters, and introns are indicated by lowercase letters. The
RészletesebbenThe beet R locus encodes a new cytochrome P450 required for red. betalain production.
The beet R locus encodes a new cytochrome P450 required for red betalain production. Gregory J. Hatlestad, Rasika M. Sunnadeniya, Neda A. Akhavan, Antonio Gonzalez, Irwin L. Goldman, J. Mitchell McGrath,
RészletesebbenSupplemental Table S1. Overview of MYB transcription factor genes analyzed for expression in red and pink tomato fruit.
Supplemental Table S1. Overview of MYB transcription factor genes analyzed for expression in red and pink tomato fruit. MYB Primer pairs TC AtMYB Forward Reverse TC199266 MYB12 AGGCTCTTGGAGGTCGTTACC CAACTCTTTCCGCATCTCAATAATC
RészletesebbenEN United in diversity EN A8-0206/419. Amendment
22.3.2019 A8-0206/419 419 Article 2 paragraph 4 point a point i (i) the identity of the road transport operator; (i) the identity of the road transport operator by means of its intra-community tax identification
RészletesebbenMELLÉKLET / ANNEX. EU MEGFELELŐSÉGI NYILATKOZAT-hoz for EU DECLARATION OF CONFORMITY
TRACON BUDAPEST KFT. TRACON BUDAPEST LTD. 2120 DUNAKESZI, PALLAG U. 23. TEL.: (27) 540-000, FAX: (27) 540-005 WWW.TRACON.HU EU MEGFELELŐSÉGI NYILATKOZAT, a 79/1997. (XII. 31.) IKIM számú és a 374/2012.
Részletesebbendiscosnp demo - Peterlongo Pierre 1 DISCOSNP++: Live demo
discosnp demo - Peterlongo Pierre 1 DISCOSNP++: Live demo Download and install discosnp demo - Peterlongo Pierre 3 Download web page: github.com/gatb/discosnp Chose latest release (2.2.10 today) discosnp
RészletesebbenTutorial 1 The Central Dogma of molecular biology
oday DN RN rotein utorial 1 he entral Dogma of molecular biology Information flow in genetics:» ranscription» ranslation» Making sense of genomic information Information content in DN - Information content
RészletesebbenFirst experiences with Gd fuel assemblies in. Tamás Parkó, Botond Beliczai AER Symposium 2009.09.21 25.
First experiences with Gd fuel assemblies in the Paks NPP Tams Parkó, Botond Beliczai AER Symposium 2009.09.21 25. Introduction From 2006 we increased the heat power of our units by 8% For reaching this
RészletesebbenOxacillin MIC µ g ml borderline oxacillin-resistant Staphylococcus aureus. oxacillin Staphylococcus aureus MRSA
oxacillin Staphylococcus aureus MRSA 8 17 11 1 Oxacillin MIC 1248 µ gml borderline oxacillin-resistant Staphylococcus aureus BORSA79 NCCLS CLSIM100-S142004 cefoxitin disk oxacillin cefoxitin methicillin-resistant
RészletesebbenMiskolci Egyetem Gazdaságtudományi Kar Üzleti Információgazdálkodási és Módszertani Intézet. Correlation & Linear. Petra Petrovics.
Correlation & Linear Regression in SPSS Petra Petrovics PhD Student Types of dependence association between two nominal data mixed between a nominal and a ratio data correlation among ratio data Exercise
RészletesebbenIES TM Evaluating Light Source Color Rendition
IES TM-30-15 Evaluating Light Source Color Rendition "Original" "CRI = 80" Desaturated "CRI = 80" Saturated More metrics Color Fidelity Color Discrimination Color Preference Metrics/Measures R f (IES TM-30-15)
RészletesebbenSTUDENT LOGBOOK. 1 week general practice course for the 6 th year medical students SEMMELWEIS EGYETEM. Name of the student:
STUDENT LOGBOOK 1 week general practice course for the 6 th year medical students Name of the student: Dates of the practice course: Name of the tutor: Address of the family practice: Tel: Please read
RészletesebbenSUPPLEMENTAL DATA. Structure and specificity of the Type VI secretion system ClpV-TssC interaction in enteroaggregative Escherichia coli.
SUPPLEMENTAL DATA Structure and specificity of the Type VI secretion system ClpV-TssC interaction in enteroaggregative Escherichia coli. B. Douzi, Y.R. Brunet, S. Spinelli, V. Lensi, P. Legrand, S. Blangy,
Részletesebbenépítészet & design ipari alkalmazás teherautó felépítmény
A Design-Composit egy kompozitpaneleket gyártó vállalat, mely teherautó felépítményekhez, az építészet számára és design termékekhez készít paneleket. We are an innovative manufacturer of composite panels
RészletesebbenComputer Architecture
Computer Architecture Locality-aware programming 2016. április 27. Budapest Gábor Horváth associate professor BUTE Department of Telecommunications ghorvath@hit.bme.hu Számítógép Architektúrák Horváth
RészletesebbenContact us Toll free (800) fax (800)
Table of Contents Thank you for purchasing our product, your business is greatly appreciated. If you have any questions, comments, or concerns with the product you received please contact the factory.
RészletesebbenCluster Analysis. Potyó László
Cluster Analysis Potyó László What is Cluster Analysis? Cluster: a collection of data objects Similar to one another within the same cluster Dissimilar to the objects in other clusters Cluster analysis
RészletesebbenGlyma10g15850 aagggatccattctggaaccatatcttgctgtg ttgggtacccttggatgcaggatgacacg AtMKK6, AT5g56580
Supplemental table 1. Soybean MAPK, MAPKK, and MAPKKK genes and primers for VIGS cloning Gene_ID Forward Primer Reverse Primer Arabidopsis Ortholog Glyma04g03210 aagggatcctgcagcaagaaccagttcat ttgggtaccctaatggatgcgcattaggataaag
RészletesebbenStatistical Dependence
Statistical Dependence Petra Petrovics Statistical Dependence Deinition: Statistical dependence exists when the value o some variable is dependent upon or aected by the value o some other variable. Independent
RészletesebbenTeherviselő faszerkezet csavaros kapcsolatának tervezési tapasztalatai az európai előírások szerint
Teherviselő faszerkezet csavaros kapcsolatának tervezési tapasztalatai az európai előírások szerint Joó Balázs Designing olted connections according to European standards The suject of the article is the
RészletesebbenAZ ERDÕ NÖVEKEDÉSÉNEK VIZSGÁLATA TÉRINFORMATIKAI ÉS FOTOGRAMMETRIAI MÓDSZEREKKEL KARSZTOS MINTATERÜLETEN
Tájökológiai Lapok 5 (2): 287 293. (2007) 287 AZ ERDÕ NÖVEKEDÉSÉNEK VIZSGÁLATA TÉRINFORMATIKAI ÉS FOTOGRAMMETRIAI MÓDSZEREKKEL KARSZTOS MINTATERÜLETEN ZBORAY Zoltán Honvédelmi Minisztérium Térképészeti
RészletesebbenELEKTRONIKAI ALAPISMERETEK ANGOL NYELVEN
ÉRETTSÉGI VIZSGA 2013. május 23. ELEKTRONIKAI ALAPISMERETEK ANGOL NYELVEN KÖZÉPSZINTŰ ÍRÁSBELI VIZSGA 2013. május 23. 8:00 Az írásbeli vizsga időtartama: 180 perc Pótlapok száma Tisztázati Piszkozati EMBERI
RészletesebbenErdészettudományi Közlemények
Erdészettudományi Közlemények 2. évfolyam 1. szám 2012 73 80 oldal AZ EZÜSTHÁRS FATERMÉSI TÁBLÁJÁNAK MÓDOSÍTÁSA Peszlen Roland József és Veperdi Gábor Nyugat-magyarországi Egyetem, Erdőmérnöki Kar, Erdővagyon-gazdálkodási
RészletesebbenCurrent Weed Control strategies in sorghum I
Current Weed Control strategies in sorghum I In Pre-planting/pre-emergence chemichal fallow use of seed safeners residual herbicides efficacy uncertain high dependency on rains Current Weed Control strategies
RészletesebbenIP/09/473. Brüsszel, 2009. március 25
IP/09/473 Brüsszel, 2009. március 25 A mobiltelefon-használat nő, míg a fogyasztói árak csökkennek: a Bizottság jelentése szerint az európai távközlési ágazat ellenáll a gazdasági lassulásnak 2008-ban
RészletesebbenAnalitikai megoldások IBM Power és FlashSystem alapokon. Mosolygó Ferenc - Avnet
Analitikai megoldások IBM Power és FlashSystem alapokon Mosolygó Ferenc - Avnet Bevezető Legfontosabb elvárásaink az adatbázisokkal szemben Teljesítmény Lekérdezések, riportok és válaszok gyors megjelenítése
RészletesebbenNYOMÁSOS ÖNTÉS KÖZBEN ÉBREDŐ NYOMÁSVISZONYOK MÉRÉTECHNOLÓGIAI TERVEZÉSE DEVELOPMENT OF CAVITY PRESSURE MEASUREMENT FOR HIGH PRESURE DIE CASTING
Anyagmérnöki Tudományok, 39/1 (2016) pp. 82 86. NYOMÁSOS ÖNTÉS KÖZBEN ÉBREDŐ NYOMÁSVISZONYOK MÉRÉTECHNOLÓGIAI TERVEZÉSE DEVELOPMENT OF CAVITY PRESSURE MEASUREMENT FOR HIGH PRESURE DIE CASTING LEDNICZKY
RészletesebbenA rosszindulatú daganatos halálozás változása 1975 és 2001 között Magyarországon
A rosszindulatú daganatos halálozás változása és között Eredeti közlemény Gaudi István 1,2, Kásler Miklós 2 1 MTA Számítástechnikai és Automatizálási Kutató Intézete, Budapest 2 Országos Onkológiai Intézet,
RészletesebbenOszvald Mária. A búza tartalékfehérjék tulajdonságainak in vitro és in vivo vizsgálata rizs modell rendszerben
Budapesti Műszaki és Gazdaságtudományi Egyetem Alkalmazott Biotechnológia és Élelmiszertudományi Tanszék PHD ÉRTEKEZÉS TÉZISEI Készítette: Oszvald Mária A búza tartalékfehérjék tulajdonságainak in vitro
RészletesebbenFizikai kémiai és kolloidkémiai laboratóriumi gyakorlatok gyógyszerészhallgatók részére 2018/2019. tanév, II. félév. Név
gyakorlatok gyógyszerészhallgatók részére 1 1 1 1 1 P P P P P 1 3 5 7 9 12 4 11 2 6 8 10 3 1 7 5 11 4 12 9 2 6 8 10 2 4 6 8 10 11 3 12 1 5 7 9 4 2 8 6 12 3 11 10 1 5 7 9 3 5 11 7 9 10 2 1 4 8 6 12 1 7
RészletesebbenA klímamodellek alkalmazásának tapasztalatai a magyarországi gabona félék hozam előrejelzéseiben
Hatásvizsgálói konzultációs workshop Országos Meteorológiai Szolgálat A klímamodellek alkalmazásának tapasztalatai a magyarországi gabona félék hozam előrejelzéseiben Kemény Gábor, Fogarasi József, Molnár
RészletesebbenOn The Number Of Slim Semimodular Lattices
On The Number Of Slim Semimodular Lattices Gábor Czédli, Tamás Dékány, László Ozsvárt, Nóra Szakács, Balázs Udvari Bolyai Institute, University of Szeged Conference on Universal Algebra and Lattice Theory
Részletesebben(A F) H&E staining of the duodenum in the indicated genotypes at E16.5 (A, D), E18.5
Fig. S1. Brg1 ablation leads to abnormal villous structure in the duodenum in the perinatal period (A F) H&E staining of the duodenum in the indicated genotypes at E16.5 (A, D), E18.5 (B, E), and P0.5
Részletesebben(c) 2004 F. Estrada & A. Jepson & D. Fleet Canny Edges Tutorial: Oct. 4, '03 Canny Edges Tutorial References: ffl imagetutorial.m ffl cannytutorial.m
Canny Edges Tutorial: Oct. 4, '03 Canny Edges Tutorial References: ffl imagetutorial.m ffl cannytutorial.m ffl ~jepson/pub/matlab/isetoolbox/tutorials ffl ~jepson/pub/matlab/utvistoolbox/tutorials ffl
RészletesebbenUsing the CW-Net in a user defined IP network
Using the CW-Net in a user defined IP network Data transmission and device control through IP platform CW-Net Basically, CableWorld's CW-Net operates in the 10.123.13.xxx IP address range. User Defined
RészletesebbenKezdőlap > Termékek > Szabályozó rendszerek > EASYLAB és TCU-LON-II szabályozó rendszer LABCONTROL > Érzékelő rendszerek > Típus DS-TRD-01
Típus DS-TRD FOR EASYLAB FUME CUPBOARD CONTROLLERS Sash distance sensor for the variable, demand-based control of extract air flows in fume cupboards Sash distance measurement For fume cupboards with vertical
RészletesebbenDecision where Process Based OpRisk Management. made the difference. Norbert Kozma Head of Operational Risk Control. Erste Bank Hungary
Decision where Process Based OpRisk Management made the difference Norbert Kozma Head of Operational Risk Control Erste Bank Hungary About Erste Group 2010. 09. 30. 2 Erste Bank Hungary Erste Group entered
RészletesebbenA magyar racka juh tejének beltartalmi változása a laktáció alatt
A magyar racka juh tejének beltartalmi változása a laktáció alatt Nagy László Komlósi István Debreceni Egyetem Agrártudományi Centrum, Mezőgazdaságtudományi Kar, Állattenyésztés- és Takarmányozástani Tanszék,
Részletesebbenpleics-06 Amp pleics-13 Amp/Zeo N-His 10/ 3 x
Protease Sequence primers Vector Name AR Tag/Flag cleavage Tag and linker pleics-01 Amp N-His 6 TEV Extra SM His6-SSGVDLGT-TEV site-1 T7 Promoter pleics-01-seq-r pleics-02 Amp N-GST TEV Extra SM GST-SS-TEV
RészletesebbenPLATTÍROZOTT ALUMÍNIUM LEMEZEK KÖTÉSI VISZONYAINAK TECHNOLÓGIAI VIZSGÁLATA TECHNOLOGICAL INVESTIGATION OF PLATED ALUMINIUM SHEETS BONDING PROPERTIES
Anyagmérnöki Tudományok, 37. kötet, 1. szám (2012), pp. 371 379. PLATTÍROZOTT ALUMÍNIUM LEMEZEK KÖTÉSI VISZONYAINAK TECHNOLÓGIAI VIZSGÁLATA TECHNOLOGICAL INVESTIGATION OF PLATED ALUMINIUM SHEETS BONDING
RészletesebbenELEKTRONIKAI ALAPISMERETEK ANGOL NYELVEN
ÉRETTSÉGI VIZSGA 2015. május 19. ELEKTRONIKAI ALAPISMERETEK ANGOL NYELVEN KÖZÉPSZINTŰ ÍRÁSBELI VIZSGA 2015. május 19. 8:00 Az írásbeli vizsga időtartama: 180 perc Pótlapok száma Tisztázati Piszkozati EMBERI
RészletesebbenDI-, TETRA- ÉS HEXAPLOID TRITICUM FAJOK GENOMJAINAK ELEMZÉSE ÉS AZOK ÖSSZEHASONLÍTÁSA FLUORESZCENS IN SITU HIBRIDIZÁCIÓVAL
Hagyomány és haladás a növénynemesítésben DI-, TETRA- ÉS HEXAPLOID TRITICUM FAJOK GENOMJAINAK ELEMZÉSE ÉS AZOK ÖSSZEHASONLÍTÁSA FLUORESZCENS IN SITU HIBRIDIZÁCIÓVAL VARGA MÓNIKA, MOLNÁR ISTVÁN ÉS KOVÁCS
RészletesebbenFATERMÉSI FOK MEGHATÁROZÁSA AZ EGÉSZÁLLOMÁNY ÁTLAGNÖVEDÉKE ALAPJÁN
4. évfolyam 2. szám 2 0 1 4 101 107. oldal FATERMÉSI FOK MEGHATÁROZÁSA AZ EGÉSZÁLLOMÁNY ÁTLAGNÖVEDÉKE ALAPJÁN Veperdi Gábor Nyugat-magyarországi Egyetem, Erdômérnöki Kar Kivonat A fatermési fok meghatározása
RészletesebbenFÖLDRAJZ ANGOL NYELVEN
Földrajz angol nyelven középszint 0821 ÉRETTSÉGI VIZSGA 2009. május 14. FÖLDRAJZ ANGOL NYELVEN KÖZÉPSZINTŰ ÍRÁSBELI ÉRETTSÉGI VIZSGA JAVÍTÁSI-ÉRTÉKELÉSI ÚTMUTATÓ OKTATÁSI ÉS KULTURÁLIS MINISZTÉRIUM Paper
RészletesebbenDescriptive Statistics
Descriptive Statistics Petra Petrovics DESCRIPTIVE STATISTICS Definition: Descriptive statistics is concerned only with collecting and describing data Methods: - statistical tables and graphs - descriptive
RészletesebbenCLUSTALW Multiple Sequence Alignment
Version 3.2 CLUSTALW Multiple Sequence Alignment Selected Sequences) FETA_GORGO FETA_HORSE FETA_HUMAN FETA_MOUSE FETA_PANTR FETA_RAT Import Alignments) Return Help Report Bugs Fasta label *) Workbench
RészletesebbenLecture 11: Genetic Algorithms
Lecture 11 1 Linear and Combinatorial Optimization Lecture 11: Genetic Algorithms Genetic Algorithms - idea Genetic Algorithms - implementation and examples Lecture 11 2 Genetic algorithms Algorithm is
Részletesebben16F628A megszakítás kezelése
16F628A megszakítás kezelése A 'megszakítás' azt jelenti, hogy a program normális, szekvenciális futása valamilyen külső hatás miatt átmenetileg felfüggesztődik, és a vezérlést egy külön rutin, a megszakításkezelő
RészletesebbenELEKTRONIKAI ALAPISMERETEK ANGOL NYELVEN
ÉRETTSÉGI VIZSGA 200. május 4. ELEKTRONIKAI ALAPISMERETEK ANGOL NYELVEN KÖZÉPSZINTŰ ÍRÁSBELI VIZSGA 200. május 4. 8:00 Az írásbeli vizsga időtartama: 80 perc Pótlapok száma Tisztázati Piszkozati OKTATÁSI
RészletesebbenPerformance Modeling of Intelligent Car Parking Systems
Performance Modeling of Intelligent Car Parking Systems Károly Farkas Gábor Horváth András Mészáros Miklós Telek Technical University of Budapest, Hungary EPEW 2014, Florence, Italy Outline Intelligent
RészletesebbenWebsite review acci.hu
Website review acci.hu Generated on September 30 2016 21:54 PM The score is 37/100 SEO Content Title Acci.hu - Ingyenes apróhirdető Length : 30 Perfect, your title contains between 10 and 70 characters.
RészletesebbenÖsszefoglalás. Summary. Bevezetés
A talaj kálium ellátottságának vizsgálata módosított Baker-Amacher és,1 M CaCl egyensúlyi kivonószerek alkalmazásával Berényi Sándor Szabó Emese Kremper Rita Loch Jakab Debreceni Egyetem Agrár és Műszaki
RészletesebbenTELJESÍTMÉNY NYILATKOZAT 0832-CPD-1651
E-mail: info@fulleon.co.uk Web: www.cooperfulleon.co m TELJESÍTMÉNY NYILATKOZAT 0832-CPD-1651 Termék azonosító kód: ROLP/SV és ROLP/SV/WP Típus, adagszám vagy gyári szám, illetve bármilyen más elem, amely
RészletesebbenCashback 2015 Deposit Promotion teljes szabályzat
Cashback 2015 Deposit Promotion teljes szabályzat 1. Definitions 1. Definíciók: a) Account Client s trading account or any other accounts and/or registers maintained for Számla Az ügyfél kereskedési számlája
RészletesebbenFÖLDRAJZ ANGOL NYELVEN
Földrajz angol nyelven középszint 1311 ÉRETTSÉGI VIZSGA 2013. május 15. FÖLDRAJZ ANGOL NYELVEN KÖZÉPSZINTŰ ÍRÁSBELI ÉRETTSÉGI VIZSGA JAVÍTÁSI-ÉRTÉKELÉSI ÚTMUTATÓ EMBERI ERŐFORRÁSOK MINISZTÉRIUMA Paper
RészletesebbenMiskolci Egyetem Gazdaságtudományi Kar Üzleti Információgazdálkodási és Módszertani Intézet Factor Analysis
Factor Analysis Factor analysis is a multiple statistical method, which analyzes the correlation relation between data, and it is for data reduction, dimension reduction and to explore the structure. Aim
RészletesebbenImplementation of water quality monitoring
Joint Ipoly/Ipel Catchment Management HUSK/1101/2.1.1/0153 Implementation of water quality monitoring Dr. Adrienne Clement clement@vkkt.bme.hu Budapest University of Technology and Economics Department
RészletesebbenTHS710A, THS720A, THS730A & THS720P TekScope Reference
THS710A, THS720A, THS730A & THS720P TekScope Reference 070-9741-01 Getting Started 1 Connect probes or leads. 2 Choose SCOPE 3 or METER mode. Press AUTORANGE. Copyright Tektronix, Inc. Printed in U.S.A.
RészletesebbenPETER PAZMANY CATHOLIC UNIVERSITY Consortium members SEMMELWEIS UNIVERSITY, DIALOG CAMPUS PUBLISHER
SEMMELWEIS UNIVERSITY PETER PAMANY CATLIC UNIVERSITY Development of Complex Curricula for Molecular Bionics and Infobionics Programs within a consortial* framework** Consortium leader PETER PAMANY CATLIC
RészletesebbenGenome 373: Hidden Markov Models I. Doug Fowler
Genome 373: Hidden Markov Models I Doug Fowler Review From Gene Prediction I transcriptional start site G open reading frame transcriptional termination site promoter 5 untranslated region 3 untranslated
RészletesebbenDECLARATION OF PERFORMANCE CPR-20-IC-040
Page 1 of 4 DECLARATION OF PERFORMANCE CPR-20-IC-040 1. Unique identification code of the product-type: Name: Item Number: UPONOR RENOVIS PANEL PACK 1.2/0.8; 5 M2 1062201 UPONOR RENOVIS PANEL PACK 1.2/0.8;
RészletesebbenThe role of aristolochene synthase in diphosphate activation
Supporting information for The role of aristolochene synthase in diphosphate activation Juan A. Faraldos, Verónica González and Rudolf K. Allemann * School of Chemistry, Cardiff University, Main Building,
Részletesebben