Supplementary Information

Size: px
Start display at page:

Download "Supplementary Information"

Transcription

1 Supplementary Information Arginine-rhamnosylation as new strategy to activate translation elongation factor P Jürgen Lassak 1,2,*, Eva Keilhauer 3, Max Fürst 1,2, Kristin Wuichet 4, Julia Gödeke 5, Agata L. Starosta 1,6, Jhong-Min Chen 7, Lotte Søgaard-Andersen 4, Jürgen Rohr 7, Daniel N. Wilson 1,6, Susanne Häussler 5,8, Matthias Mann 3 & Kirsten Jung 1,2* 1 Center for Integrated Protein Science Munich, Ludwig-Maximilians-Universität München, D Munich, Germany 2 Department of Biology I, Microbiology, Ludwig-Maximilians-Universität München, D Martinsried, Germany 3 Proteomics and Signal Transduction, Max-Planck Institute of Biochemistry, D Martinsried, Germany 4 Max Planck Institute for Terrestrial Microbiology, Marburg 35043, Germany 5 Institute for Molecular Bacteriology, Twincore, Centre for Clinical and Experimental Infection Research, a joint venture of the Helmholtz Centre of Infection Research and the Hannover Medical School, Hannover, Germany 6 Gene Center, Department for Biochemistry, Ludwig-Maximilians-Universität München, Munich, Germany 7 Department of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, Lexington, KY , USA. 8 Department of Molecular Bacteriology, Helmholtz Centre for Infection Research, Braunschweig, Germany * Corresponding authors: juergen.lassak@lmu.de, jung@lmu.de

2 Supplementary Results Supplementary Fig. 1. Phylogenetic tree of sequences containing the trna-synt_2 domain. The predominant domain architectures of the sequences corresponding to the four main subfamilies are shown. Branches in red indicate sequences that are encoded within four genes of a EF-P homolog. The EpmA subfamily is highlighted in grey.

3 Supplementary Fig. 2. Phylogenetic tree of sequences containing the Radical_SAM domain that are encoded within a distance of four genes of efp or epma homologs. Two distinct families were identifiable: the EpmB family, and a divergent clade of Radical SAM sequences that are not predicted to be associated with EF-P. The divergent Radical SAM clade exhibits long branch lengths indicative of divergence, and branches shown in red indicate sequences of the divergent Radical SAM clade that has homologs in genomes of the EpmB family. Sequences from the divergent Radical SAM clade were excluded from use as queries in further BLASTP analyses (see method section).

4 Supplementary Fig. 3. Phylogenetic tree of a subset of sequences that contain the Radical_SAM domain. The middle and innermost rings indicate if epmb is genetically coupled to epma or efp homologs (i.e. encoded within a distance of four genes of each other), or if there are uncoupled epma or efp homologs encoded elsewhere in the genome associated with the given sequence. Sequences defined as EpmB homologs based on genome context and gene distribution data are indicated by black in the outermost ring.

5 Supplementary Fig. 4. Phylogenetic tree of EF-P homologs. Black in the outermost ring indicates sequences collected for more detailed analysis. The remaining rings indicate distribution of and coupling with EarP, EpmA, EpmB, and EpmC homologs. EarP, EpmA, EpmB, or EpmC are considered coupled to a given EF-P sequence if their corresponding genes are encoded within four genes of the corresponding efp gene. EarP, EpmA, EpmB, or EpmC are considered uncoupled from EF-P if their corresponding gene are encoded farther than four genes from the corresponding efp gene. Blue branches indicate a lysine at position 32/34. Black branches depict sequences used to generate Supplementary Fig. 5.

6 Supplementary Fig. 5. Phylogenetic subtree of EF-P homologs co-occurring either with homologs of EpmABC or EarP. Phylogenetic tree derived from the one presented in Supplementary Fig. 4 based only on the subset EF-Ps that co-occurrs either with EpmA (red), EpmB (green) or EarP (purple). Distribution of EF-P hydroxylase EpmC and dtdp-rhamnose biosynthesis protein RmlD is coloured with blue and grey squares, respectively. Evolutionary distinct branches of EF-P are marked either in purple (newly identified) or black (EpmAB(C) lysine type). Genetic coupling of efp and the genes encoding corresponding modification enzymes on the chromosome is highlighted by a dark colour shade. Genetically non-coupled genes are highlighted with a light colour shade.

7 Supplementary Fig. 6. Functional importance and specificity of EF-P E.c. /EF-P S.o. and their modification systems. (a) Growth analysis of S. oneidensis wildtype (wt), efp S.o., earp S.o. and efp S.o. / earp S.o.. Doubling times were calculated from exponentially grown cells in LB harboring either a chromosomal non-tagged or plasmid borne His 6 -tagged copy of efp S.o. (R32), earp S.o., a combination of both or EF-P S.o. -R32A/K (R32A, R32K) substitution variants. Western Blot analysis was performed using EF-P-specific antibodies. Arrows indicate the size of both native and recombinant His 6 -EF-P S.o. The genetic context of efp S.o. is schematically shown above the diagram. Data represent mean values from three independent replicates ± s.d. (b) β-galactosidase activity of E. coli P cadba -lacz reporter wildtype (wt) and efp E.c. deletion strain ( efp E.c. ). Left: cross complemented with S. oneidensis MR-1 efp (R32) and respective Arg to Ala (R32A) or Lys (R32K) substitution variants alone or in combination with EarP S.o.. Right: complemented with EF-P E.c. (K34) or the corresponding variants EF-P E.c. -K34A (K34A) or EF-P E.c. -K34R (K34R) in the presence or absence of EarP S.o.. Cells were incubated under cadba inducing conditions. Western Blot analysis was performed using His 6 -specific antibodies. Arrows indicate both the size of recombinant His 6 -EF-P E.c. and His 6 -EF-P S.o.. Data represent mean values from three independent replicates ± s.d. (c) Growth analysis of E. coli wt, and efp E.c.. Doubling times were calculated from exponentially grown cells in LB harboring a plasmid borne copy of efp E.c. or an EF-P E.c. -K34A/R substitution variant either alone or in combination with earp S.o. (EarP S.o. ). Western Blot analysis was performed using His 6 -specific antibodies. Arrows indicate both the size of recombinant His 6 -EarP S.o. and His 6 -EF-P S.o.. Data represent mean values from three independent replicates ± s.d.

8 Supplementary Fig. 7. Identification of S. oneidensis MR-1 EF-P modification. In vivo modification of recombinant C-terminally His 6 -tagged EF-P S.o. upon homologous overproduction. Dependent peptide MS analysis. (a-h) Eight high-confidence modified R32-containing dependent peptides were identified with a M mass shift of Da when compared to the corresponding unmodified base peptide. Peak colours: red/ blue/light blue y,b and a-ions, light green molecular ion, yellow neutral losses, purple internal fragments, green immonium ions, black peaks unassigned.

9 Supplementary Fig. 8. MS analysis of in vivo produced EF-P S.o. Dependent peptide analysis of EF-P, produced in the absence (a) or presence (b,) of EarP. As expected, no modified peptides were found when EF-P was produced without EarP. EF-P was found to be modified on R32 when produced in the presence of EarP, however both arginine substitution mutants were only identified with unmodified peptides. (Best scoring spectra shown). Homologous EF-P S.o. production and purification is depicted as scheme. Peak colouring as in Supplementary Fig. 7.

10 Supplementary Fig. 9. MS confirmation of R32 modification. Defining rhamnose-h 2 O (Rh) with a molecular composition of C 6 H 10 O 4 (corresponding to a mass of Da) as a variable modification on arginine resulted in the identification of several modified EF-P S.o. peptides carrying a rhamnosylation on R32. (Best scoring spectrum shown). Peak colouring as in Supplementary Fig. 7.

11 Supplementary Fig. 10. MS analysis of in vivo produced EF-P S.o. R32A and R32K substitution variants. Dependent peptide analysis of EF-P S.o. R32A (a) and R32K (b) substitution variants produced in the presence of EarP. As expected, no modified peptides were found when EF-P was produced without EarP. EF-P was found to be modified on R32 when produced in the presence of EarP, however both arginine substitution mutants were only identified with unmodified peptides. (Best scoring spectra shown). Peak colouring as in Supplementary Fig. 7.

12 Supplementary Fig. 11. MS analysis of in vitro rhamnosylation of recombinant C-terminally His 6 -tagged EF-P S.o. (a) in vitro rhamnosylation scheme and corresponding SDS Page. Arrows depict the height of EarP S.o. and EF-P S.o. (b, c, d) MS analysis defining C 6 H 10 O 4 (mass of Da, corresponding to L-rhamnose - H 2 O, abbreviated as Rh ) as a variable modification on arginine. This identified several R32-rhamnosylated EF-P S.o. peptides, when EF-P was incubated with both dtdp-l-rhamnose and EarP MS/MS spectrum of the best scoring identification is shown (b). In contrast to successful in vitro rhamnosylation of EF-P S.o. by incubation with both EarP S.o. and dtdp-rhamnose, only unmodified peptides were identified when EF-P S.o. was incubated with dtdp-rhamnose only (c) or EarP S.o. only (d). Peak colouring as in Supplementary Fig. 7.

13 Supplementary Fig. 12. EF-P and EarP are essential for Pseudomonas aeruginosa PAO1 pathogenicity. The production of Quorum Sensing-dependent virulence factors (a) rhamnolipids and (b) pyocyanin was assayed in cultures of P. aeruginosa wildtype control and the transposon mutants PA2851 (efp) and PA2852 (earp), complemented when indicated with the corresponding S. oneidensis MR-1 genes in trans.

14 Supplementary Table 1. Primers used in Name Sequence Restriction site Reference Sequencing Primers P1 T7 Promoter TAA TAC GAC TCA CTA TAG GG P2 T7 Terminator TAT GCT AGT TAT TGC TCA G P3 Seq33-Fw-100 GGC GTC CAC ACT TTG CTA TGC 1 P4 pbad-hisa-rev CAG TTC CCT ACT CTC GCA TG 1 P5 M13 (-21)uni TGT AAA ACG ACG GCC AGT P6 M13 (-29)rev CAG GAA ACA GCT ATG ACC Deletion primers P9 EpmA-us-Fw TCA CTG CCC ACC GCT GTT TGA P10 EpmA-ds-Rev GAA AAC ATA TGC TAC AGA ATG GCG C P11 efp-epmb-chk-fw GGC AAG CAA AAC AAG AAC GAT AAG G P12 efp-epmb-chk-rev CCT TAT CCG GCC TAC AGT TCA TTG C P13 EpmA-chk-Fw GCG CAA GAG GGC TAA ATT ATC AC P14 EpmA-chk-Rev TGC CCA CTG AAC TGC ACT GC P15 SO_2329-BamHI-us-Fw A GAA TAT GAC CTG CTG CTG TTC G BamHI P16 SO_2329-us-Rev GGT TTT GCA GCC CAA CAA AAG ATG TCC CAG TGG GAC G P17 SO_2329-ds-Fw CAT CTT TTG TTG GGC TGC AAA ACC GTT TAT TTG G P18 PspOMI-SO_2329-ds-Rev CGA TGG GCC CGG TTT CGG TGC CAG PspOMI AGT TAA GC P19 BamHI-dSO_2328-us-Fw GCA GGA TCC GCA TCT ATT GCC CTG BamHI CCC AGT P20 dso_2328-us-rev CGA GTA TCG ATT TCA AAC ATG ATC ACG TTA CCT GGA C P21 dso_2328-ds-fw CAT GTT TGA AAT CGA TAC TCG TAC TGG CGA ATT C P22 PspOMI-SO_2328-ds-Rev CGA TGG GCC CCC GGT TAA ATG GGG PspOMI TAT GTG AAA TGG P23 dso_ us-rev CAG TAC GAG TAT CGA TAC AAA AGA TGT CCC AGT GGG ACG P24 SO_2329-chk-Fw CGT ATA AGT GAA CTA GAC ATA AAG GAT AG P25 SO_2329-chk-Rev GAA TAA GTA CAA TCC AGA CGA TCT AGG P26 SO_2328-chk-Fw GGC AAG CAA GAG CAA AGA ACG A P27 SO_2328-chk-Rev CAA GTG CGG GTA TAG TAG TTG TCC P28 SO_3160-chk-Fw GGT GTT GGC ATG ACA GAT GAG G P29 SO_3160-chk-Rev GGG TGA ATA GCC TAC AAC TAA CTT GG P30 BamHI-SO_3160-us-Fw GCG GAT CCG TAA AGA TGG CGG CAC BamHI AGG CC P31 SO_3160-OL-us-Rev GCT AAC GGC GTT TGC CAG CTC GGT TTC AAT GCA CTT CAT P32 SO_3160-ds-OL-Fw GAA ACC GAG CTG GCA AAC GCC GTT AGC GCC TA P33 PspOMI-SO_3160-ds-Rev CGA TAT GGG CCC GCG CGA TCC CGA PspOMI TAG CGT G

15 EF-P and EarP expression plasmids P34 SacI-RBS-efp-Fw GCG ATG AGC TCA ATT AAC AAA TTT CAG AGG GCC TTA TGG P35 CGA CTC TAG ATT AGT GAT GGT GAT XbaI-efp-Eco-GS-His6- GGT GAT GGC TGC CCT TCA CGC GAG Rev AGA CGT ATT CAC P36 efp-k34r-ol-fw GTA AAA CCG GGT CGC GGC CAG GCA TTT P37 efp-k34r-ol-rev AAA TGC CTG GCC GCG ACC CGG TTT TAC P38 efp-k34a-ol-fw GTA AAA CCG GGT GCG GGC CAG GCA TTT P39 efp-k34a-ol-rev AAA TGC CTG GCC CGC ACC CGG TTT TAC P40 SacI-RBS-SO_2328-Fw GCA TAT GAG CTC GCT GCG CTG AAA P41 P42 P43 P44 P45 P46 P47 XbaI-SO_2328-GS-His6- Rev SO_2328-R32K-Fw SO_2328-R32K-Rev SO_2328-R32A-Fw SO_2328-R32A-Rev PciI-SO_2329_Fw XbaI-SO_2329-GS-His6- Rev TAG AAA ATC GAC CGT CTA GAT TAG TGA TGG TGA TGG TGA TGC GAG CCA ACG CGC TTT TTG AAT TCG CCA CTC GTT CTG GCA AAA ACG CTG CTA T ATA GCA GCG TTT TTG CCA GAA CGA G CTC GTT CTG GCG CGA ACG CTG CTA T ATA GCA GCG TTC GCG CCA GAA CGA G GTA CAT GTC AAC ATC CTC CAA CGC GTC C CGT CTA GAT TAG TGA TGG TGA TGG TGA TGC GAG CCG CTT TTT TTC ACG AAT TGA ACT AGC CG SacI XbaI SacI XbaI PciI XbaI This study

16 Supplementary Table 2. Plasmids used in Plasmid Feature / Construction comments Source Vector backbones and reporter plasmids pred/et λ-red recombinase in pbad24; Amp r GeneBridges pkd3 FRT-site flanked Cm r cassette containing plasmid, orir, Amp r 2 pnpts138-r6kt mobrp4 ori-r6k sacb; suicide plasmid for in-frame deletions; 3 Km r pbad24 Amp r -cassette, pbbr322 origin, arac coding sequence, ara 4 operator pbad33 Cm r -cassette, p15a origin, arac coding sequence, ara operator 4 pbbr1mcs-2 Kan r -cassette, pbbr broad host range origin of replication, mob 5 region for conjugative transfer pbbr1mcs-3-lacz Tet r -cassette, pbbr broad host range origin of replication, mob 6 region for conjugative transfer, lacz coding sequence p3lc-tl30 Translational CadC -LacZ fusion (sequence encodes 30 amino 1 acids of cadc) p3lc-tl30-3p p3lc-tl30 + sequence encoding 3 prolines (CCG codon) 1 Suicide plasmids to generate efp and earp deletions in Shewanella oneidensis MR1 p efp S.o. P19-P20 / P21-P22 SO_2328 Overlap deletion fragment into pnpts138-r6kt p earp S.o. P15-P16 / P17-P18 SO_2329 Overlap deletion fragment into pnpts138-r6kt p earp S.o. / efp S.o. P P15-P23 /P21-P22 SO_2329/28 Overlap deletion fragment into pnpts138-r6kt EF-P and or EarP encoding plasmids pbad33-efp E.c. -His6 P34 / P35 PCR fragment of C-terminal His 6 -Tag efp version from E. coli into pbad33 pbad33-efp E.c. -His6- P34-P39 / P35-P38 PCR Overlap fragment of C-terminal His 6 - K34A Tag efp substitution variant K34A from E. coli into pbad33 pbad33-efp E.c. -His6- P34-P37 / P35-P36 Overlap PCR fragment of C-terminal His 6 - K34R Tag efp substitution variant K34R from E. coli into pbad33 pbad33-efp S.o. -His6 P40 / P41 PCR fragment of C-terminal His 6 -Tag efp version from pbad33-efp S.o. -His6- R32A pbad33-efp S.o. -His6- R32K pbad24-earp S.o. -His6 pbbr1mcs-2-p earp - efp S.o. -His6 pbbr1mcs-2-p earp earp S.o. -His6 pbbr1mcs-2-p earp - earp S.o - efp S.o. -His6 pbbr1mcs-2-p earp - earp S.o - efp S.o. -His6- R32K pbbr1mcs-2-p earp - earp S.o - efp S.o. -His6- R32A E. coli into pbad33 P40-P45 / P41-P44 Overlap PCR fragment of C-terminal His 6 - Tag efp substitution variant R33A from S. oneidensis into pbad33 P40-P43 /P41-P42 Overlap PCR fragment of C-terminal His 6 -Tag efp substitution variant R33K from S. oneidensis into pbad33 P46/ P47 PCR fragment of C-terminal His 6 -Tag earp from S. oneidensis into pbad24 P15 / P41 PCR fragment of C-terminal His 6 -Tag efp from S. oneidensis into pbbr1mcs-2 including the P earp native operon promoter P15 / P47 PCR fragment of earp from S. oneidensis into pbbr1mcs-2 including the P earp native operon promoter P15 / P41 PCR fragment of of earp and C-terminal His 6 -Tag efp from S. oneidensis into pbbr1mcs-2 including the P earp native operon promoter P15-P45 / P44-P41 Overlap PCR fragment of earp and C- terminal His 6 -Tag efp from S. oneidensis into pbbr1mcs-2 including the P earp native operon promoter P15-P43 / P41-P44 Overlap PCR fragment of earp and C- terminal His 6 -Tag efp from S. oneidensis into pbbr1mcs-2 including the P earp native operon promoter

17 Supplementary Table 3. Strains used in Strain description Source Escherichia coli DH5αλpir reca1 enda1 gyra96 thi-1 hsdr17 supe44 7 WM3064 rela1 laczya-argf U169 80lacZ M15 λpir thrb1004 pro thi rpsl hsds lacz ΔM15 RP Δ(araBAD) 567ΔdapA 1341::[erm pir(wt)] LMG194 F - lacx74, gale thi rpsl phoa (Pvu II) ara714 leu::tn10 Strp r, Tet r MG1655 E. coli K-12 reference strain 8 MG-CR MG1655 ΔlacZ::tet rpsl150 ΔcadBA 9 P cadba ::lacz MG-CR-efp MG1655 ΔlacZ::tet rpsl150 efp::npt ΔcadBA This study P cadba ::lacz MG-CR-efp-fcl MG-CR-efp; fcl::cat This study MG-CR-efp-rmlD MG-CR-efp; rmld::cat This study BW25113 (arad-arab)567, lacz4787(::rrnb-3), lambda -, rph-1, (rhad-rhab)568, hsdr514 JW4107 BW25113 efp::npt 10 JW4116 BW25113 epma::npt 10 JW4106 BW25113 epmb::npt 10 BW-Δefp/epmA::npt BW25113 Δefp epma::npt This study BW-Δefp/epmB::cat BW25113 Δefp; epmb::cat This study Shewanella oneidensis MR-1 S79 Shewanella oneidensis MR-1 wildtype 11 efp S.o. SO_2328 This study earp S.o. SO_2329 This study efp S.o. / earp S.o. SO_2328/ SO_2329 This study rmlc S.o. SO_3160 This study Pseudomonas P. aeruginosa PAO1 wt PA4684 transposon mutant from the 12 control (PW8884) Washington Genome Center PA01 mutant library, Tc r PA2851 efp (PA2851) transposon mutant from the 12 Washington Genome Center PA01 mutant library, Tc r PA2852 earp (PA2852) transposon mutant from the 12 Washington Genome Center PA01 mutant library, Tc r Eukaryotic cell lines A549 hypotriploid human cell line with a modal chromosome number of 66, occurring in 24% of cells. Six markers are present in single copies in all cells: der(6)t(1;6) (q11;q27);?del(6) (p23); del(11) (q21), del(2) (q11), M4 and M5. Most cells had two X and two Y chromosomes. Chromosomes N2 and N6 had single copies per cell; and N12 and N17 usually had 4 copies. W. Metcalf, University of Illinois, Urbana-Champaign 4 10 ATCC CCL185

18 Supplementary Table 4. selected polyproline containing proteins from P. aeruginosa PAO1

19 Supplementary Dataset 1. Distribution of EF-P, EpmA, EpmB, EpmC, EarP, and RmlD homologs in the representative genome set. Taxonomy for all genomes is shown based on phyla or phyla and class for Proteobacteria. The genome indicates the species and strain in addition to the genome sequencing identifier (uid). The genome id indicates the short genome identifier composed of the species name and uid used in sequence analyses. The number of homologs of each particular protein of interest encoded in each genome are provided. Supplementary Dataset 2. EF-P, EpmA, EpmB, EpmC, EarP, and RmlD sequences identified in the representative genome set. Sequence identifiers correspond to the genome identifier in Table S1 and the locus tag of the sequence. 1. Ude, S. et al. Translation elongation factor EF-P alleviates ribosome stalling at polyproline stretches. Science 339, (2013). 2. Datsenko, K.A. & Wanner, B.L. One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products. Proc. Natl. Acad. Sci. USA 97, (2000). 3. Lassak, J., Henche, A.L., Binnenkade, L. & Thormann, K.M. ArcS, the cognate sensor kinase in an atypical Arc system of Shewanella oneidensis MR-1. Appl. Environ. Microbiol. 76, (2010). 4. Guzman, L.M., Belin, D., Carson, M.J. & Beckwith, J. Tight regulation, modulation, and high-level expression by vectors containing the arabinose P BAD promoter. J. Bacteriol. 177, (1995). 5. Kovach, M.E. et al. Four new derivatives of the broad-host-range cloning vector pbbr1mcs, carrying different antibiotic-resistance cassettes. Gene 166, (1995). 6. Fried, L., Lassak, J. & Jung, K. A comprehensive toolbox for the rapid construction of lacz fusion reporters. J. Microbiol. Meth. (2012). 7. Macinga, D.R., Parojcic, M.M. & Rather, P.N. Identification and analysis of aarp, a transcriptional activator of the 2'-N-acetyltransferase in Providencia stuartii. J. Bacteriol. 177, (1995). 8. Blattner, F.R. et al. The complete genome sequence of Escherichia coli K-12. Science 277, 1453-& (1997). 9. Ruiz, J., Haneburger, I. & Jung, K. Identification of ArgP and Lrp as transcriptional regulators of lysp, the gene encoding the specific lysine permease of Escherichia coli. J. Bacteriol. 193, (2011). 10. Baba, T. et al. Construction of Escherichia coli K-12 in-frame, single-gene knockout mutants: the Keio collection. Mol. Syst. Biol. 2(2006). 11. Venkateswaran, K. et al. Polyphasic taxonomy of the genus Shewanella and description of Shewanella oneidensis sp. nov. Int. J. Syst. Bacteriol. 49 Pt 2, (1999). 12. Jacobs, M.A. et al. Comprehensive transposon mutant library of Pseudomonas aeruginosa. Proc. Natl. Acad. Sci. USA 100, (2003).

Practical Bioinformatics

Practical Bioinformatics 5/2/2017 Dictionaries d i c t i o n a r y = { A : T, T : A, G : C, C : G } d i c t i o n a r y [ G ] d i c t i o n a r y [ N ] = N d i c t i o n a r y. h a s k e y ( C ) Dictionaries g e n e t i c C o

More information

SUPPORTING INFORMATION FOR. SEquence-Enabled Reassembly of β-lactamase (SEER-LAC): a Sensitive Method for the Detection of Double-Stranded DNA

SUPPORTING INFORMATION FOR. SEquence-Enabled Reassembly of β-lactamase (SEER-LAC): a Sensitive Method for the Detection of Double-Stranded DNA SUPPORTING INFORMATION FOR SEquence-Enabled Reassembly of β-lactamase (SEER-LAC): a Sensitive Method for the Detection of Double-Stranded DNA Aik T. Ooi, Cliff I. Stains, Indraneel Ghosh *, David J. Segal

More information

SUPPLEMENTARY DATA - 1 -

SUPPLEMENTARY DATA - 1 - - 1 - SUPPLEMENTARY DATA Construction of B. subtilis rnpb complementation plasmids For complementation, the B. subtilis rnpb wild-type gene (rnpbwt) under control of its native rnpb promoter and terminator

More information

Supplemental data. Pommerrenig et al. (2011). Plant Cell /tpc

Supplemental data. Pommerrenig et al. (2011). Plant Cell /tpc Supplemental Figure 1. Prediction of phloem-specific MTK1 expression in Arabidopsis shoots and roots. The images and the corresponding numbers showing absolute (A) or relative expression levels (B) of

More information

High throughput near infrared screening discovers DNA-templated silver clusters with peak fluorescence beyond 950 nm

High throughput near infrared screening discovers DNA-templated silver clusters with peak fluorescence beyond 950 nm Electronic Supplementary Material (ESI) for Nanoscale. This journal is The Royal Society of Chemistry 2018 High throughput near infrared screening discovers DNA-templated silver clusters with peak fluorescence

More information

Advanced topics in bioinformatics

Advanced topics in bioinformatics Feinberg Graduate School of the Weizmann Institute of Science Advanced topics in bioinformatics Shmuel Pietrokovski & Eitan Rubin Spring 2003 Course WWW site: http://bioinformatics.weizmann.ac.il/courses/atib

More information

SEQUENCE ALIGNMENT BACKGROUND: BIOINFORMATICS. Prokaryotes and Eukaryotes. DNA and RNA

SEQUENCE ALIGNMENT BACKGROUND: BIOINFORMATICS. Prokaryotes and Eukaryotes. DNA and RNA SEQUENCE ALIGNMENT BACKGROUND: BIOINFORMATICS 1 Prokaryotes and Eukaryotes 2 DNA and RNA 3 4 Double helix structure Codons Codons are triplets of bases from the RNA sequence. Each triplet defines an amino-acid.

More information

Characterization of Pathogenic Genes through Condensed Matrix Method, Case Study through Bacterial Zeta Toxin

Characterization of Pathogenic Genes through Condensed Matrix Method, Case Study through Bacterial Zeta Toxin International Journal of Genetic Engineering and Biotechnology. ISSN 0974-3073 Volume 2, Number 1 (2011), pp. 109-114 International Research Publication House http://www.irphouse.com Characterization of

More information

Supplementary Information for

Supplementary Information for Supplementary Information for Evolutionary conservation of codon optimality reveals hidden signatures of co-translational folding Sebastian Pechmann & Judith Frydman Department of Biology and BioX, Stanford

More information

Crick s early Hypothesis Revisited

Crick s early Hypothesis Revisited Crick s early Hypothesis Revisited Or The Existence of a Universal Coding Frame Ryan Rossi, Jean-Louis Lassez and Axel Bernal UPenn Center for Bioinformatics BIOINFORMATICS The application of computer

More information

Clay Carter. Department of Biology. QuickTime and a TIFF (Uncompressed) decompressor are needed to see this picture.

Clay Carter. Department of Biology. QuickTime and a TIFF (Uncompressed) decompressor are needed to see this picture. QuickTime and a TIFF (Uncompressed) decompressor are needed to see this picture. Clay Carter Department of Biology QuickTime and a TIFF (LZW) decompressor are needed to see this picture. Ornamental tobacco

More information

Nature Structural & Molecular Biology: doi: /nsmb Supplementary Figure 1

Nature Structural & Molecular Biology: doi: /nsmb Supplementary Figure 1 Supplementary Figure 1 Zn 2+ -binding sites in USP18. (a) The two molecules of USP18 present in the asymmetric unit are shown. Chain A is shown in blue, chain B in green. Bound Zn 2+ ions are shown as

More information

Number-controlled spatial arrangement of gold nanoparticles with

Number-controlled spatial arrangement of gold nanoparticles with Electronic Supplementary Material (ESI) for RSC Advances. This journal is The Royal Society of Chemistry 2016 Number-controlled spatial arrangement of gold nanoparticles with DNA dendrimers Ping Chen,*

More information

SSR ( ) Vol. 48 No ( Microsatellite marker) ( Simple sequence repeat,ssr),

SSR ( ) Vol. 48 No ( Microsatellite marker) ( Simple sequence repeat,ssr), 48 3 () Vol. 48 No. 3 2009 5 Journal of Xiamen University (Nat ural Science) May 2009 SSR,,,, 3 (, 361005) : SSR. 21 516,410. 60 %96. 7 %. (),(Between2groups linkage method),.,, 11 (),. 12,. (, ), : 0.

More information

Electronic supplementary material

Electronic supplementary material Applied Microbiology and Biotechnology Electronic supplementary material A family of AA9 lytic polysaccharide monooxygenases in Aspergillus nidulans is differentially regulated by multiple substrates and

More information

Supplemental Figure 1.

Supplemental Figure 1. A wt spoiiiaδ spoiiiahδ bofaδ B C D E spoiiiaδ, bofaδ Supplemental Figure 1. GFP-SpoIVFA is more mislocalized in the absence of both BofA and SpoIIIAH. Sporulation was induced by resuspension in wild-type

More information

NSCI Basic Properties of Life and The Biochemistry of Life on Earth

NSCI Basic Properties of Life and The Biochemistry of Life on Earth NSCI 314 LIFE IN THE COSMOS 4 Basic Properties of Life and The Biochemistry of Life on Earth Dr. Karen Kolehmainen Department of Physics CSUSB http://physics.csusb.edu/~karen/ WHAT IS LIFE? HARD TO DEFINE,

More information

Supplemental Table 1. Primers used for cloning and PCR amplification in this study

Supplemental Table 1. Primers used for cloning and PCR amplification in this study Supplemental Table 1. Primers used for cloning and PCR amplification in this study Target Gene Primer sequence NATA1 (At2g393) forward GGG GAC AAG TTT GTA CAA AAA AGC AGG CTT CAT GGC GCC TCC AAC CGC AGC

More information

Table S1. Primers and PCR conditions used in this paper Primers Sequence (5 3 ) Thermal conditions Reference Rhizobacteria 27F 1492R

Table S1. Primers and PCR conditions used in this paper Primers Sequence (5 3 ) Thermal conditions Reference Rhizobacteria 27F 1492R Table S1. Primers and PCR conditions used in this paper Primers Sequence (5 3 ) Thermal conditions Reference Rhizobacteria 27F 1492R AAC MGG ATT AGA TAC CCK G GGY TAC CTT GTT ACG ACT T Detection of Candidatus

More information

Supporting Information for. Initial Biochemical and Functional Evaluation of Murine Calprotectin Reveals Ca(II)-

Supporting Information for. Initial Biochemical and Functional Evaluation of Murine Calprotectin Reveals Ca(II)- Supporting Information for Initial Biochemical and Functional Evaluation of Murine Calprotectin Reveals Ca(II)- Dependence and Its Ability to Chelate Multiple Nutrient Transition Metal Ions Rose C. Hadley,

More information

The role of the FliD C-terminal domain in pentamer formation and

The role of the FliD C-terminal domain in pentamer formation and The role of the FliD C-terminal domain in pentamer formation and interaction with FliT Hee Jung Kim 1,2,*, Woongjae Yoo 3,*, Kyeong Sik Jin 4, Sangryeol Ryu 3,5 & Hyung Ho Lee 1, 1 Department of Chemistry,

More information

evoglow - express N kit distributed by Cat.#: FP product information broad host range vectors - gram negative bacteria

evoglow - express N kit distributed by Cat.#: FP product information broad host range vectors - gram negative bacteria evoglow - express N kit broad host range vectors - gram negative bacteria product information distributed by Cat.#: FP-21020 Content: Product Overview... 3 evoglow express N -kit... 3 The evoglow -Fluorescent

More information

evoglow - express N kit Cat. No.: product information broad host range vectors - gram negative bacteria

evoglow - express N kit Cat. No.: product information broad host range vectors - gram negative bacteria evoglow - express N kit broad host range vectors - gram negative bacteria product information Cat. No.: 2.1.020 evocatal GmbH 2 Content: Product Overview... 4 evoglow express N kit... 4 The evoglow Fluorescent

More information

Regulatory Sequence Analysis. Sequence models (Bernoulli and Markov models)

Regulatory Sequence Analysis. Sequence models (Bernoulli and Markov models) Regulatory Sequence Analysis Sequence models (Bernoulli and Markov models) 1 Why do we need random models? Any pattern discovery relies on an underlying model to estimate the random expectation. This model

More information

TM1 TM2 TM3 TM4 TM5 TM6 TM bp

TM1 TM2 TM3 TM4 TM5 TM6 TM bp a 467 bp 1 482 2 93 3 321 4 7 281 6 21 7 66 8 176 19 12 13 212 113 16 8 b ATG TCA GGA CAT GTA ATG GAG GAA TGT GTA GTT CAC GGT ACG TTA GCG GCA GTA TTG CGT TTA ATG GGC GTA GTG M S G H V M E E C V V H G T

More information

Building a Multifunctional Aptamer-Based DNA Nanoassembly for Targeted Cancer Therapy

Building a Multifunctional Aptamer-Based DNA Nanoassembly for Targeted Cancer Therapy Supporting Information Building a Multifunctional Aptamer-Based DNA Nanoassembly for Targeted Cancer Therapy Cuichen Wu,, Da Han,, Tao Chen,, Lu Peng, Guizhi Zhu,, Mingxu You,, Liping Qiu,, Kwame Sefah,

More information

Supporting Information

Supporting Information Supporting Information T. Pellegrino 1,2,3,#, R. A. Sperling 1,#, A. P. Alivisatos 2, W. J. Parak 1,2,* 1 Center for Nanoscience, Ludwig Maximilians Universität München, München, Germany 2 Department of

More information

Modelling and Analysis in Bioinformatics. Lecture 1: Genomic k-mer Statistics

Modelling and Analysis in Bioinformatics. Lecture 1: Genomic k-mer Statistics 582746 Modelling and Analysis in Bioinformatics Lecture 1: Genomic k-mer Statistics Juha Kärkkäinen 06.09.2016 Outline Course introduction Genomic k-mers 1-Mers 2-Mers 3-Mers k-mers for Larger k Outline

More information

ydci GTC TGT TTG AAC GCG GGC GAC TGG GCG CGC AAT TAA CGG TGT GTA GGC TGG AGC TGC TTC

ydci GTC TGT TTG AAC GCG GGC GAC TGG GCG CGC AAT TAA CGG TGT GTA GGC TGG AGC TGC TTC Table S1. DNA primers used in this study. Name ydci P1ydcIkd3 Sequence GTC TGT TTG AAC GCG GGC GAC TGG GCG CGC AAT TAA CGG TGT GTA GGC TGG AGC TGC TTC Kd3ydcIp2 lacz fusion YdcIendP1 YdcItrgP2 GAC AGC

More information

6.047 / Computational Biology: Genomes, Networks, Evolution Fall 2008

6.047 / Computational Biology: Genomes, Networks, Evolution Fall 2008 MIT OpenCourseWare http://ocw.mit.edu 6.047 / 6.878 Computational Biology: Genomes, Networks, Evolution Fall 2008 For information about citing these materials or our Terms of Use, visit: http://ocw.mit.edu/terms.

More information

Supplementary Information

Supplementary Information Electronic Supplementary Material (ESI) for RSC Advances. This journal is The Royal Society of Chemistry 2014 Directed self-assembly of genomic sequences into monomeric and polymeric branched DNA structures

More information

Re- engineering cellular physiology by rewiring high- level global regulatory genes

Re- engineering cellular physiology by rewiring high- level global regulatory genes Re- engineering cellular physiology by rewiring high- level global regulatory genes Stephen Fitzgerald 1,2,, Shane C Dillon 1, Tzu- Chiao Chao 2, Heather L Wiencko 3, Karsten Hokamp 3, Andrew DS Cameron

More information

Evolvable Neural Networks for Time Series Prediction with Adaptive Learning Interval

Evolvable Neural Networks for Time Series Prediction with Adaptive Learning Interval Evolvable Neural Networs for Time Series Prediction with Adaptive Learning Interval Dong-Woo Lee *, Seong G. Kong *, and Kwee-Bo Sim ** *Department of Electrical and Computer Engineering, The University

More information

3. Evolution makes sense of homologies. 3. Evolution makes sense of homologies. 3. Evolution makes sense of homologies

3. Evolution makes sense of homologies. 3. Evolution makes sense of homologies. 3. Evolution makes sense of homologies Richard Owen (1848) introduced the term Homology to refer to structural similarities among organisms. To Owen, these similarities indicated that organisms were created following a common plan or archetype.

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION SUPPLEMENTARY INFORMATION DOI:.38/NCHEM.246 Optimizing the specificity of nucleic acid hyridization David Yu Zhang, Sherry Xi Chen, and Peng Yin. Analytic framework and proe design 3.. Concentration-adjusted

More information

Protein Threading. Combinatorial optimization approach. Stefan Balev.

Protein Threading. Combinatorial optimization approach. Stefan Balev. Protein Threading Combinatorial optimization approach Stefan Balev Stefan.Balev@univ-lehavre.fr Laboratoire d informatique du Havre Université du Havre Stefan Balev Cours DEA 30/01/2004 p.1/42 Outline

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION DOI:.8/NCHEM. Conditionally Fluorescent Molecular Probes for Detecting Single Base Changes in Double-stranded DNA Sherry Xi Chen, David Yu Zhang, Georg Seelig. Analytic framework and probe design.. Design

More information

The Trigram and other Fundamental Philosophies

The Trigram and other Fundamental Philosophies The Trigram and other Fundamental Philosophies by Weimin Kwauk July 2012 The following offers a minimal introduction to the trigram and other Chinese fundamental philosophies. A trigram consists of three

More information

Why do more divergent sequences produce smaller nonsynonymous/synonymous

Why do more divergent sequences produce smaller nonsynonymous/synonymous Genetics: Early Online, published on June 21, 2013 as 10.1534/genetics.113.152025 Why do more divergent sequences produce smaller nonsynonymous/synonymous rate ratios in pairwise sequence comparisons?

More information

Codon Distribution in Error-Detecting Circular Codes

Codon Distribution in Error-Detecting Circular Codes life Article Codon Distribution in Error-Detecting Circular Codes Elena Fimmel, * and Lutz Strüngmann Institute for Mathematical Biology, Faculty of Computer Science, Mannheim University of Applied Sciences,

More information

Sex-Linked Inheritance in Macaque Monkeys: Implications for Effective Population Size and Dispersal to Sulawesi

Sex-Linked Inheritance in Macaque Monkeys: Implications for Effective Population Size and Dispersal to Sulawesi Supporting Information http://www.genetics.org/cgi/content/full/genetics.110.116228/dc1 Sex-Linked Inheritance in Macaque Monkeys: Implications for Effective Population Size and Dispersal to Sulawesi Ben

More information

Evolutionary dynamics of abundant stop codon readthrough in Anopheles and Drosophila

Evolutionary dynamics of abundant stop codon readthrough in Anopheles and Drosophila biorxiv preprint first posted online May. 3, 2016; doi: http://dx.doi.org/10.1101/051557. The copyright holder for this preprint (which was not peer-reviewed) is the author/funder. All rights reserved.

More information

FliZ Is a Posttranslational Activator of FlhD 4 C 2 -Dependent Flagellar Gene Expression

FliZ Is a Posttranslational Activator of FlhD 4 C 2 -Dependent Flagellar Gene Expression JOURNAL OF BACTERIOLOGY, July 2008, p. 4979 4988 Vol. 190, No. 14 0021-9193/08/$08.00 0 doi:10.1128/jb.01996-07 Copyright 2008, American Society for Microbiology. All Rights Reserved. FliZ Is a Posttranslational

More information

part 3: analysis of natural selection pressure

part 3: analysis of natural selection pressure part 3: analysis of natural selection pressure markov models are good phenomenological codon models do have many benefits: o principled framework for statistical inference o avoiding ad hoc corrections

More information

The 3 Genomic Numbers Discovery: How Our Genome Single-Stranded DNA Sequence Is Self-Designed as a Numerical Whole

The 3 Genomic Numbers Discovery: How Our Genome Single-Stranded DNA Sequence Is Self-Designed as a Numerical Whole Applied Mathematics, 2013, 4, 37-53 http://dx.doi.org/10.4236/am.2013.410a2004 Published Online October 2013 (http://www.scirp.org/journal/am) The 3 Genomic Numbers Discovery: How Our Genome Single-Stranded

More information

Encoding of Amino Acids and Proteins from a Communications and Information Theoretic Perspective

Encoding of Amino Acids and Proteins from a Communications and Information Theoretic Perspective Jacobs University Bremen Encoding of Amino Acids and Proteins from a Communications and Information Theoretic Perspective Semester Project II By: Dawit Nigatu Supervisor: Prof. Dr. Werner Henkel Transmission

More information

ChemiScreen CaS Calcium Sensor Receptor Stable Cell Line

ChemiScreen CaS Calcium Sensor Receptor Stable Cell Line PRODUCT DATASHEET ChemiScreen CaS Calcium Sensor Receptor Stable Cell Line CATALOG NUMBER: HTS137C CONTENTS: 2 vials of mycoplasma-free cells, 1 ml per vial. STORAGE: Vials are to be stored in liquid N

More information

Biosynthesis of Bacterial Glycogen: Primary Structure of Salmonella typhimurium ADPglucose Synthetase as Deduced from the

Biosynthesis of Bacterial Glycogen: Primary Structure of Salmonella typhimurium ADPglucose Synthetase as Deduced from the JOURNAL OF BACTERIOLOGY, Sept. 1987, p. 4355-4360 0021-9193/87/094355-06$02.00/0 Copyright X) 1987, American Society for Microbiology Vol. 169, No. 9 Biosynthesis of Bacterial Glycogen: Primary Structure

More information

Pathways and Controls of N 2 O Production in Nitritation Anammox Biomass

Pathways and Controls of N 2 O Production in Nitritation Anammox Biomass Supporting Information for Pathways and Controls of N 2 O Production in Nitritation Anammox Biomass Chun Ma, Marlene Mark Jensen, Barth F. Smets, Bo Thamdrup, Department of Biology, University of Southern

More information

Near-instant surface-selective fluorogenic protein quantification using sulfonated

Near-instant surface-selective fluorogenic protein quantification using sulfonated Electronic Supplementary Material (ESI) for rganic & Biomolecular Chemistry. This journal is The Royal Society of Chemistry 2014 Supplemental nline Materials for ear-instant surface-selective fluorogenic

More information

AtTIL-P91V. AtTIL-P92V. AtTIL-P95V. AtTIL-P98V YFP-HPR

AtTIL-P91V. AtTIL-P92V. AtTIL-P95V. AtTIL-P98V YFP-HPR Online Resource 1. Primers used to generate constructs AtTIL-P91V, AtTIL-P92V, AtTIL-P95V and AtTIL-P98V and YFP(HPR) using overlapping PCR. pentr/d- TOPO-AtTIL was used as template to generate the constructs

More information

Introduction to Molecular Phylogeny

Introduction to Molecular Phylogeny Introduction to Molecular Phylogeny Starting point: a set of homologous, aligned DNA or protein sequences Result of the process: a tree describing evolutionary relationships between studied sequences =

More information

Using algebraic geometry for phylogenetic reconstruction

Using algebraic geometry for phylogenetic reconstruction Using algebraic geometry for phylogenetic reconstruction Marta Casanellas i Rius (joint work with Jesús Fernández-Sánchez) Departament de Matemàtica Aplicada I Universitat Politècnica de Catalunya IMA

More information

Timing molecular motion and production with a synthetic transcriptional clock

Timing molecular motion and production with a synthetic transcriptional clock Timing molecular motion and production with a synthetic transcriptional clock Elisa Franco,1, Eike Friedrichs 2, Jongmin Kim 3, Ralf Jungmann 2, Richard Murray 1, Erik Winfree 3,4,5, and Friedrich C. Simmel

More information

Supplementary information. Porphyrin-Assisted Docking of a Thermophage Portal Protein into Lipid Bilayers: Nanopore Engineering and Characterization.

Supplementary information. Porphyrin-Assisted Docking of a Thermophage Portal Protein into Lipid Bilayers: Nanopore Engineering and Characterization. Supplementary information Porphyrin-Assisted Docking of a Thermophage Portal Protein into Lipid Bilayers: Nanopore Engineering and Characterization. Benjamin Cressiot #, Sandra J. Greive #, Wei Si ^#,

More information

160, and 220 bases, respectively, shorter than pbr322/hag93. (data not shown). The DNA sequence of approximately 100 bases of each

160, and 220 bases, respectively, shorter than pbr322/hag93. (data not shown). The DNA sequence of approximately 100 bases of each JOURNAL OF BACTEROLOGY, JUlY 1988, p. 3305-3309 0021-9193/88/073305-05$02.00/0 Copyright 1988, American Society for Microbiology Vol. 170, No. 7 Construction of a Minimum-Size Functional Flagellin of Escherichia

More information

Chain-like assembly of gold nanoparticles on artificial DNA templates via Click Chemistry

Chain-like assembly of gold nanoparticles on artificial DNA templates via Click Chemistry Electronic Supporting Information: Chain-like assembly of gold nanoparticles on artificial DNA templates via Click Chemistry Monika Fischler, Alla Sologubenko, Joachim Mayer, Guido Clever, Glenn Burley,

More information

Aoife McLysaght Dept. of Genetics Trinity College Dublin

Aoife McLysaght Dept. of Genetics Trinity College Dublin Aoife McLysaght Dept. of Genetics Trinity College Dublin Evolution of genome arrangement Evolution of genome content. Evolution of genome arrangement Gene order changes Inversions, translocations Evolution

More information

Identification of a Locus Involved in the Utilization of Iron by Haemophilus influenzae

Identification of a Locus Involved in the Utilization of Iron by Haemophilus influenzae INFECrION AND IMMUNITY, OCt. 1994, p. 4515-4525 0019-9567/94/$04.00+0 Copyright 1994, American Society for Microbiology Vol. 62, No. 10 Identification of a Locus Involved in the Utilization of Iron by

More information

Evolutionary Analysis of Viral Genomes

Evolutionary Analysis of Viral Genomes University of Oxford, Department of Zoology Evolutionary Biology Group Department of Zoology University of Oxford South Parks Road Oxford OX1 3PS, U.K. Fax: +44 1865 271249 Evolutionary Analysis of Viral

More information

Insects act as vectors for a number of important diseases of

Insects act as vectors for a number of important diseases of pubs.acs.org/synthbio Novel Synthetic Medea Selfish Genetic Elements Drive Population Replacement in Drosophila; a Theoretical Exploration of Medea- Dependent Population Suppression Omar S. Abari,,# Chun-Hong

More information

evoglow yeast kit distributed by product information Cat.#: FP-21040

evoglow yeast kit distributed by product information Cat.#: FP-21040 evoglow yeast kit product information distributed by Cat.#: FP-21040 Flavin-mononucleotide-based Fluorescent Protein (FbFP) evoglow basic kit Cat.# FP-21010 Quantity 20 µg each General Information Fluorescent

More information

Supporting Information. An Electric Single-Molecule Hybridisation Detector for short DNA Fragments

Supporting Information. An Electric Single-Molecule Hybridisation Detector for short DNA Fragments Supporting Information An Electric Single-Molecule Hybridisation Detector for short DNA Fragments A.Y.Y. Loh, 1 C.H. Burgess, 2 D.A. Tanase, 1 G. Ferrari, 3 M.A. Maclachlan, 2 A.E.G. Cass, 1 T. Albrecht*

More information

evoglow basic kit product information

evoglow basic kit product information evoglow basic kit product information Cat. No.: 2.1.010 Flavin-mononucleotide-based Fluorescent Protein (FbFP) evoglow basic kit Catalog No. evo-2.1.010 Quantity 20 µg each General Information Fluorescent

More information

Supplemental Figure 1. Phenotype of ProRGA:RGAd17 plants under long day

Supplemental Figure 1. Phenotype of ProRGA:RGAd17 plants under long day Supplemental Figure 1. Phenotype of ProRGA:RGAd17 plants under long day conditions. Photo was taken when the wild type plant started to bolt. Scale bar represents 1 cm. Supplemental Figure 2. Flowering

More information

THE MATHEMATICAL STRUCTURE OF THE GENETIC CODE: A TOOL FOR INQUIRING ON THE ORIGIN OF LIFE

THE MATHEMATICAL STRUCTURE OF THE GENETIC CODE: A TOOL FOR INQUIRING ON THE ORIGIN OF LIFE STATISTICA, anno LXIX, n. 2 3, 2009 THE MATHEMATICAL STRUCTURE OF THE GENETIC CODE: A TOOL FOR INQUIRING ON THE ORIGIN OF LIFE Diego Luis Gonzalez CNR-IMM, Bologna Section, Via Gobetti 101, I-40129, Bologna,

More information

Objective: You will be able to justify the claim that organisms share many conserved core processes and features.

Objective: You will be able to justify the claim that organisms share many conserved core processes and features. Objective: You will be able to justify the claim that organisms share many conserved core processes and features. Do Now: Read Enduring Understanding B Essential knowledge: Organisms share many conserved

More information

From DNA to protein, i.e. the central dogma

From DNA to protein, i.e. the central dogma From DNA to protein, i.e. the central dogma DNA RNA Protein Biochemistry, chapters1 5 and Chapters 29 31. Chapters 2 5 and 29 31 will be covered more in detail in other lectures. ph, chapter 1, will be

More information

Supplementary Figure 1. Schematic of split-merger microfluidic device used to add transposase to template drops for fragmentation.

Supplementary Figure 1. Schematic of split-merger microfluidic device used to add transposase to template drops for fragmentation. Supplementary Figure 1. Schematic of split-merger microfluidic device used to add transposase to template drops for fragmentation. Inlets are labelled in blue, outlets are labelled in red, and static channels

More information

part 4: phenomenological load and biological inference. phenomenological load review types of models. Gαβ = 8π Tαβ. Newton.

part 4: phenomenological load and biological inference. phenomenological load review types of models. Gαβ = 8π Tαβ. Newton. 2017-07-29 part 4: and biological inference review types of models phenomenological Newton F= Gm1m2 r2 mechanistic Einstein Gαβ = 8π Tαβ 1 molecular evolution is process and pattern process pattern MutSel

More information

It is the author's version of the article accepted for publication in the journal "Biosystems" on 03/10/2015.

It is the author's version of the article accepted for publication in the journal Biosystems on 03/10/2015. It is the author's version of the article accepted for publication in the journal "Biosystems" on 03/10/2015. The system-resonance approach in modeling genetic structures Sergey V. Petoukhov Institute

More information

DNA sequence analysis of the imp UV protection and mutation operon of the plasmid TP110: identification of a third gene

DNA sequence analysis of the imp UV protection and mutation operon of the plasmid TP110: identification of a third gene QD) 1990 Oxford University Press Nucleic Acids Research, Vol. 18, No. 17 5045 DNA sequence analysis of the imp UV protection and mutation operon of the plasmid TP110: identification of a third gene David

More information

Constitutive Signal Transduction by Mutant Ssy5p and Ptr3p Components of the SPS Amino Acid Sensor System in Saccharomyces cerevisiae

Constitutive Signal Transduction by Mutant Ssy5p and Ptr3p Components of the SPS Amino Acid Sensor System in Saccharomyces cerevisiae EUKARYOTIC CELL, June 2005, p. 1116 1124 Vol. 4, No. 6 1535-9778/05/$08.00 0 doi:10.1128/ec.4.6.1116 1124.2005 Copyright 2005, American Society for Microbiology. All Rights Reserved. Constitutive Signal

More information

Characterization of Multiple-Antimicrobial-Resistant Salmonella Serovars Isolated from Retail Meats

Characterization of Multiple-Antimicrobial-Resistant Salmonella Serovars Isolated from Retail Meats APPLIED AND ENVIRONMENTAL MICROBIOLOGY, Jan. 2004, p. 1 7 Vol. 70, No. 1 0099-2240/04/$08.00 0 DOI: 10.1128/AEM.70.1.1 7.2004 Copyright 2004, American Society for Microbiology. All Rights Reserved. Characterization

More information

Supplemental Figure 1. Differences in amino acid composition between the paralogous copies Os MADS17 and Os MADS6.

Supplemental Figure 1. Differences in amino acid composition between the paralogous copies Os MADS17 and Os MADS6. Supplemental Data. Reinheimer and Kellogg (2009). Evolution of AGL6-like MADSbox genes in grasses (Poaceae): ovule expression is ancient and palea expression is new Supplemental Figure 1. Differences in

More information

How DNA barcoding can be more effective in microalgae. identification: a case of cryptic diversity revelation in Scenedesmus

How DNA barcoding can be more effective in microalgae. identification: a case of cryptic diversity revelation in Scenedesmus How DNA barcoding can be more effective in microalgae identification: a case of cryptic diversity revelation in Scenedesmus (Chlorophyceae) Shanmei Zou, Cong Fei, Chun Wang, Zhan Gao, Yachao Bao, Meilin

More information

Chemical Biology on Genomic DNA: minimizing PCR bias. Electronic Supplementary Information (ESI) for Chemical Communications

Chemical Biology on Genomic DNA: minimizing PCR bias. Electronic Supplementary Information (ESI) for Chemical Communications Electronic Supplementary Material (ESI) for ChemComm. This journal is The Royal Society of Chemistry 2014 Chemical Biology on Genomic DA: minimizing PCR bias Gordon R. McInroy, Eun-Ang Raiber, & Shankar

More information

Diversity of Chlamydia trachomatis Major Outer Membrane

Diversity of Chlamydia trachomatis Major Outer Membrane JOURNAL OF ACTERIOLOGY, Sept. 1987, p. 3879-3885 Vol. 169, No. 9 0021-9193/87/093879-07$02.00/0 Copyright 1987, American Society for Microbiology Diversity of Chlamydia trachomatis Major Outer Membrane

More information

Glucosylglycerate phosphorylase, a novel enzyme specificity involved in compatible solute metabolism

Glucosylglycerate phosphorylase, a novel enzyme specificity involved in compatible solute metabolism Supplementary Information for Glucosylglycerate phosphorylase, a novel enzyme specificity involved in compatible solute metabolism Jorick Franceus, Denise Pinel, Tom Desmet Corresponding author: Tom Desmet,

More information

Supplementary Materials for

Supplementary Materials for www.sciencetranslationalmedicine.org/cgi/content/full/4/148/148ra116/dc1 Supplementary Materials for Tracking a Hospital Outbreak of Carbapenem-Resistant Klebsiella pneumoniae with Whole-Genome Sequencing

More information

Evidence for RNA editing in mitochondria of all major groups of

Evidence for RNA editing in mitochondria of all major groups of Proc. Natl. Acad. Sci. USA Vol. 91, pp. 629-633, January 1994 Plant Biology Evidence for RNA editing in mitochondria of all major groups of land plants except the Bryophyta RUDOLF HIESEL, BRUNO COMBETTES*,

More information

Symmetry Studies. Marlos A. G. Viana

Symmetry Studies. Marlos A. G. Viana Symmetry Studies Marlos A. G. Viana aaa aac aag aat caa cac cag cat aca acc acg act cca ccc ccg cct aga agc agg agt cga cgc cgg cgt ata atc atg att cta ctc ctg ctt gaa gac gag gat taa tac tag tat gca gcc

More information

ANALYZING THE DIVERSITY OF A SMALL ANTIBODY MIMIC LIBRARY. Nick Empey. Chapel Hill 2010

ANALYZING THE DIVERSITY OF A SMALL ANTIBODY MIMIC LIBRARY. Nick Empey. Chapel Hill 2010 ANALYZING THE DIVERSITY OF A SMALL ANTIBODY MIMIC LIBRARY Nick Empey A thesis submitted to the faculty of the University of North Carolina at Chapel Hill in partial fulfillment of the requirements for

More information

dead, a New Escherichia coli Gene Encoding a Presumed

dead, a New Escherichia coli Gene Encoding a Presumed JOURNAL OF BACTERIOLOGY, June 1991, p. 3291-3302 0021-9193/91/113291-12$02.00/0 Copyright 1991, American Society for Microbiology Vol. 173, No. 11 dead, a New Escherichia coli Gene Encoding a Presumed

More information

Isolation of the hemf Operon Containing the Gene for the Escherichia coli Aerobic Coproporphyrinogen III Oxidase by

Isolation of the hemf Operon Containing the Gene for the Escherichia coli Aerobic Coproporphyrinogen III Oxidase by JOURNAL OF BACrERIOLOGY, Feb. 1994, p. 673-680 0021-9193/94/$04.00+0 Copyright X) 1994, American Society for Microbiology Vol. 176, No. 3 Isolation of the hemf Operon Containing the Gene for the Escherichia

More information

Codon-model based inference of selection pressure. (a very brief review prior to the PAML lab)

Codon-model based inference of selection pressure. (a very brief review prior to the PAML lab) Codon-model based inference of selection pressure (a very brief review prior to the PAML lab) an index of selection pressure rate ratio mode example dn/ds < 1 purifying (negative) selection histones dn/ds

More information

Motif Finding Algorithms. Sudarsan Padhy IIIT Bhubaneswar

Motif Finding Algorithms. Sudarsan Padhy IIIT Bhubaneswar Motif Finding Algorithms Sudarsan Padhy IIIT Bhubaneswar Outline Gene Regulation Regulatory Motifs The Motif Finding Problem Brute Force Motif Finding Consensus and Pattern Branching: Greedy Motif Search

More information

codon substitution models and the analysis of natural selection pressure

codon substitution models and the analysis of natural selection pressure 2015-07-20 codon substitution models and the analysis of natural selection pressure Joseph P. Bielawski Department of Biology Department of Mathematics & Statistics Dalhousie University introduction morphological

More information

Metabolic evidence for biogeographic isolation of the extremophilic bacterium Salinibacter ruber.

Metabolic evidence for biogeographic isolation of the extremophilic bacterium Salinibacter ruber. Supplementary information: Metabolic evidence for biogeographic isolation of the extremophilic bacterium Salinibacter ruber. Ramon Rosselló-Mora 1, Marianna Lucio², Arantxa Peña 3, Jocelyn Brito-Echeverría

More information

Supporting Information

Supporting Information Supporting Information Mixed DNA-functionalized Nanoparticle Probes for Surface Enhanced Raman Scattering-based Multiplex DNA Detection Zhiliang Zhang, a, b Yongqiang Wen,* a Ying Ma, a Jia Luo, a Lei

More information

MicroGenomics. Universal replication biases in bacteria

MicroGenomics. Universal replication biases in bacteria Molecular Microbiology (1999) 32(1), 11±16 MicroGenomics Universal replication biases in bacteria Eduardo P. C. Rocha, 1,2 Antoine Danchin 2 and Alain Viari 1,3 * 1 Atelier de BioInformatique, UniversiteÂ

More information

supplementary information

supplementary information DOI: 10.1038/ncb1825 Figure S1 Venus::UNC-6 expression prior to and during AC invasion. (a-c) Nomarski images overlayed with Venus::UNC-6 ( SP) expression shown in yellow (left), and Venus::UNC-6 ( SP)

More information

Slide 1 / 54. Gene Expression in Eukaryotic cells

Slide 1 / 54. Gene Expression in Eukaryotic cells Slide 1 / 54 Gene Expression in Eukaryotic cells Slide 2 / 54 Central Dogma DNA is the the genetic material of the eukaryotic cell. Watson & Crick worked out the structure of DNA as a double helix. According

More information

Optimization of the heme biosynthesis pathway for the production of. 5-aminolevulinic acid in Escherichia coli

Optimization of the heme biosynthesis pathway for the production of. 5-aminolevulinic acid in Escherichia coli Supplementary Information Optimization of the heme biosynthesis pathway for the production of 5-aminolevulinic acid in Escherichia coli Junli Zhang 1,2,3, Zhen Kang 1,2,3, Jian Chen 2,3 & Guocheng Du 2,4

More information

The Cell Cycle & Cell Division. Cell Function Cell Cycle. What does the cell do = cell physiology:

The Cell Cycle & Cell Division. Cell Function Cell Cycle. What does the cell do = cell physiology: Cell Function 2404 What does the cell do = cell physiology: 1. Cell Cycle & Cell Division 2. Membrane Transport 3. Secretion 4. Membrane Potential 5. Metabolism 6. Cellular Interactions 7. Cellular Control:

More information

Table S1. DNA oligonucleo3des used for 3D pol mutagenesis. Fingers Domain Entry Channel. Fidelity

Table S1. DNA oligonucleo3des used for 3D pol mutagenesis. Fingers Domain Entry Channel. Fidelity Table S1. DNA oligonucleo3des used for 3D pol mutagenesis. Fingers Domain Entry Channel Fidelity Charged Residues Interac9ng with Template and Product RNAs Thumb Domain 3D pol Mutations Parental codon

More information

A functional homologue of goosecoid in Drosophila

A functional homologue of goosecoid in Drosophila Development 122, 1641-1650 (1996) Printed in Great Britain The Company of Biologists Limited 1996 DEV1069 1641 A functional homologue of goosecoid in Drosophila Anne Goriely 1, Michael Stella 1, Catherine

More information

An Analytical Model of Gene Evolution with 9 Mutation Parameters: An Application to the Amino Acids Coded by the Common Circular Code

An Analytical Model of Gene Evolution with 9 Mutation Parameters: An Application to the Amino Acids Coded by the Common Circular Code Bulletin of Mathematical Biology (2007) 69: 677 698 DOI 10.1007/s11538-006-9147-z ORIGINAL ARTICLE An Analytical Model of Gene Evolution with 9 Mutation Parameters: An Application to the Amino Acids Coded

More information

The effects of leader peptide sequence and length on attenuation control of the trp operon of E.coli

The effects of leader peptide sequence and length on attenuation control of the trp operon of E.coli Nucleic Acids Research, Vol. 19, No. 4 795 The effects of leader peptide sequence and length on attenuation control of the trp operon of E.coli James R.Roesser + and Charles Yanofsky* Department of Biological

More information

Evidence for Evolution: Change Over Time (Make Up Assignment)

Evidence for Evolution: Change Over Time (Make Up Assignment) Lesson 7.2 Evidence for Evolution: Change Over Time (Make Up Assignment) Name Date Period Key Terms Adaptive radiation Molecular Record Vestigial organ Homologous structure Strata Divergent evolution Evolution

More information