Pages 1–6 1s04 Evolutionary trace report by report maker June 12, 2010

4.3.3 DSSP 5 4.3.4 HSSP 5 4.3.5 LaTex 5 4.3.6 Muscle 5 4.3.7 Pymol 5 4.4 Note about ET Viewer 5 4.5 Citing this work 5 4.6 About report maker 5 4.7 Attachments 6

1 INTRODUCTION From the original Protein Data Bank entry (PDB id 1s04): Title: Solution nmr structure of protein pf0455 from furiosus. northeast structural genomics consortium target pfr13 Compound: Mol id: 1; molecule: hypothetical protein pf0455; chain: a; engineered: yes CONTENTS Organism, scientific name: ; 1s04 contains a single unique chain 1s04A (110 residues long). 1 Introduction 1 This is an NMR-determined structure – in this report the first model 2 Chain 1s04A 1 in the file was used. 2.1 Q8U3L1 overview 1 2.2 Multiple sequence alignment for 1s04A 1 2.3 Residue ranking in 1s04A 1 2.4 Top ranking residues in 1s04A and their position on the structure 1 2.4.1 Clustering of residues at 25% coverage. 1 2 CHAIN 1S04A 2.4.2 Possible novel functional surfaces at 25% 2.1 Q8U3L1 overview coverage. 2 From SwissProt, id Q8U3L1, 83% identical to 1s04A: Description: Hypothetical protein PF0455. 3 Notes on using trace results 4 Organism, scientific name: Pyrococcus furiosus. 3.1 Coverage 4 : ; ; ; Thermococca- 3.2 Known substitutions 4 les; Thermococcaceae; Pyrococcus. 3.3 Surface 4 3.4 Number of contacts 4 3.5 Annotation 4 3.6 Mutation suggestions 4 2.2 Multiple sequence alignment for 1s04A 4 Appendix 4 For the chain 1s04A, the alignment 1s04A.msf (attached) with 30 4.1 File formats 4 sequences was used. The alignment was downloaded from the HSSP 4.2 Color schemes used 5 database, and fragments shorter than 75% of the query as well as 4.3 Credits 5 duplicate sequences were removed. It can be found in the attachment 4.3.1 Alistat 5 to this report, under the name of 1s04A.msf. Its statistics, from the 4.3.2 CE 5 alistat program are the following:

1 Lichtarge lab 2006 Fig. 1. Residues 1-110 in 1s04A colored by their relative importance. (See Appendix, Fig.6, for the coloring scheme.)

Format: MSF Number of sequences: 30 Total number of residues: 3144 Smallest: 86 Largest: 110 Average length: 104.8 Alignment length: 110 Average identity: 35% Most related pair: 98% Most unrelated pair: 17% Most distant seq: 39% Fig. 2. Residues in 1s04A, colored by their relative importance. Clockwise: front, back, top and bottom views. Furthermore, <1% of residues show as conserved in this ali- gnment. The alignment consists of 13% eukaryotic ( 13% plantae), 20% prokaryotic, and 30% archaean sequences. (Descriptions of some sequences were not readily available.) The file containing the sequence descriptions can be found in the attachment, under the name 1s04A.descr. 2.3 Residue ranking in 1s04A The 1s04A sequence is shown in Fig. 1, with each residue colored according to its estimated importance. The full listing of residues in 1s04A can be found in the file called 1s04A.ranks sorted in the attachment. 2.4 Top ranking residues in 1s04A and their position on the structure In the following we consider residues ranking among top 25% of residues in the protein . Figure 2 shows residues in 1s04A colored by their importance: bright red and yellow indicate more conser- ved/important residues (see Appendix for the coloring scheme). A Pymol script for producing this figure can be found in the attachment.

2.4.1 Clustering of residues at 25% coverage. Fig. 3 shows the top 25% of all residues, this time colored according to clusters they Fig. 3. Residues in 1s04A, colored according to the cluster they belong to: belong to. The clusters in Fig.3 are composed of the residues listed red, followed by blue and yellow are the largest clusters (see Appendix for in Table 1. the coloring scheme). Clockwise: front, back, top and bottom views. The Table 1. corresponding Pymol script is attached. cluster size member color residues red 24 5,7,15,18,20,23,24,25,34,37 Table 1. continued 38,40,42,51,57,60,64,67,90 cluster size member continued in next column color residues 95,99,100,102,103 blue 2 73,74

2 Table 1. Clusters of top ranking residues in 1s04A. Table 3. continued res type disruptive mutations 2.4.2 Possible novel functional surfaces at 25% coverage. One 7 L (YR)(H)(T)(KE) group of residues is conserved on the 1s04A surface, away from (or 15 I (Y)(R)(H)(T) susbtantially larger than) other functional sites and interfaces reco- 38 D (R)(K)(FWH)(Y) gnizable in PDB entry 1s04. It is shown in Fig. 4. The right panel shows (in blue) the rest of the larger cluster this surface belongs to. Table 3. Disruptive mutations for the surface patch in 1s04A.

Another group of surface residues is shown in Fig.5. The right panel shows (in blue) the rest of the larger cluster this surface belongs to.

Fig. 4. A possible active surface on the chain 1s04A. The larger cluster it belongs to is shown in blue.

The residues belonging to this surface ”patch” are listed in Table Fig. 5. Another possible active surface on the chain 1s04A. The larger cluster 2, while Table 3 suggests possible disruptive replacements for these it belongs to is shown in blue. residues (see Section 3.6). Table 2. The residues belonging to this surface ”patch” are listed in Table res type substitutions(%) cvg 4, while Table 5 suggests possible disruptive replacements for these 42 F F(96)Q(3) 0.03 residues (see Section 3.6). 51 V V(96)L(3) 0.06 Table 4. 40 I I(86)L(13) 0.10 res type substitutions(%) cvg 37 G G(90)D(6).(3) 0.13 23 E E(96)R(3) 0.03 34 I I(76)V(3)L(16) 0.16 64 L I(3)L(56)Y(40) 0.04 M(3) 90 Y Y(90)H(6)A(3) 0.06 5 M .(10)M(53)L(36) 0.18 25 R R(93)K(3)G(3) 0.07 7 L L(66)V(20).(6) 0.22 99 G N(3)G(93).(3) 0.08 I(6) 57 Y Y(83)F(16) 0.09 15 I V(20)I(56)L(16) 0.24 60 F F(93)A(3)P(3) 0.12 M(6) 67 E E(59)I(26)L(6) 0.14 38 D D(80)S(6)A(6) 0.24 F(3)Y(3) .(3)H(3) 73 L L(36)F(16)D(26) 0.17 G(13)S(6) Table 2. Residues forming surface ”patch” in 1s04A. 74 P P(53)C(26)Y(6) 0.19 T(3)S(6)K(3) 95 E N(3)E(83)L(3) 0.21 Table 3. M(3)I(6) res type disruptive mutations Table 4. 42 F (TE)(KD)(SCG)(QR) Residues forming surface ”patch” in 1s04A. 51 V (YR)(KE)(H)(QD) 40 I (YR)(TH)(SKECG)(FQWD) Table 5. 37 G (R)(K)(FWH)(M) res type disruptive 34 I (Y)(R)(H)(T) mutations 5 M (Y)(T)(H)(CG) 23 E (FW)(YVCAHG)(T)(SLPIR) continued in next column continued in next column

3 Table 5. continued 3.4 Number of contacts res type disruptive Another column worth noting is denoted “noc/bb”; it tells the num- mutations ber of contacts heavy atoms of the residue in question make across 64 L (R)(Y)(T)(KH) the interface, as well as how many of them are realized through the 90 Y (K)(Q)(EM)(R) backbone atoms (if all or most contacts are through the backbone, 25 R (D)(TY)(E)(SFVLAWPI) mutation presumably won’t have strong impact). Two heavy atoms 99 G (R)(E)(K)(FWH) are considered to be “in contact” if their centers are closer than 5A˚ . 57 Y (K)(Q)(EM)(NR) 60 F (KE)(TQDR)(SNCG)(Y) 3.5 Annotation 67 E (R)(H)(CG)(FW) 73 L (R)(Y)(KH)(TE) If the residue annotation is available (either from the pdb file or 74 P (R)(Y)(H)(K) from other sources), another column, with the header “annotation” 95 E (H)(Y)(FWR)(CG) appears. Annotations carried over from PDB are the following: site (indicating existence of related site record in PDB ), S-S (disulfide bond forming residue), hb (hydrogen bond forming residue, jb (james Table 5. Disruptive mutations for the surface patch in 1s04A. bond forming residue), and sb (for salt bridge forming residue).

3.6 Mutation suggestions 3 NOTES ON USING TRACE RESULTS Mutation suggestions are completely heuristic and based on comple- 3.1 Coverage mentarity with the substitutions found in the alignment. Note that Trace results are commonly expressed in terms of coverage: the resi- they are meant to be disruptive to the interaction of the protein due is important if its “coverage” is small - that is if it belongs to with its ligand. The attempt is made to complement the following some small top percentage of residues [100% is all of the residues properties: small [AV GSTC], medium [LPNQDEMIK], large in a chain], according to trace. The ET results are presented in the [WFYHR], hydrophobic [LPVAMWFI], polar [GTCY ]; posi- form of a table, usually limited to top 25% percent of residues (or tively [KHR], or negatively [DE] charged, aromatic [WFYH], to some nearby percentage), sorted by the strength of the presumed long aliphatic chain [EKRQM], OH-group possession [SDETY ], evolutionary pressure. (I.e., the smaller the coverage, the stronger the and NH2 group possession [NQRK]. The suggestions are listed pressure on the residue.) Starting from the top of that list, mutating a according to how different they appear to be from the original amino couple of residues should affect the protein somehow, with the exact acid, and they are grouped in round brackets if they appear equally effects to be determined experimentally. disruptive. From left to right, each bracketed group of amino acid types resembles more strongly the original (i.e. is, presumably, less 3.2 Known substitutions disruptive) These suggestions are tentative - they might prove disrup- One of the table columns is “substitutions” - other amino acid types tive to the fold rather than to the interaction. Many researcher will seen at the same position in the alignment. These amino acid types choose, however, the straightforward alanine mutations, especially in may be interchangeable at that position in the protein, so if one wants the beginning stages of their investigation. to affect the protein by a point mutation, they should be avoided. For example if the substitutions are “RVK” and the original protein has an R at that position, it is advisable to try anything, but RVK. Conver- 4 APPENDIX sely, when looking for substitutions which will not affect the protein, 4.1 File formats one may try replacing, R with K, or (perhaps more surprisingly), with Files with extension “ranks sorted” are the actual trace results. The V. The percentage of times the substitution appears in the alignment fields in the table in this file: is given in the immediately following bracket. No percentage is given in the cases when it is smaller than 1%. This is meant to be a rough • alignment# number of the position in the alignment guide - due to rounding errors these percentages often do not add up to 100%. • residue# residue number in the PDB file • type amino acid type 3.3 Surface • rank rank of the position according to older version of ET To detect candidates for novel functional interfaces, first we look for • residues that are solvent accessible (according to DSSP program) by variability has two subfields: 2 at least 10A˚ , which is roughly the area needed for one water mole- 1. number of different amino acids appearing in in this column cule to come in the contact with the residue. Furthermore, we require of the alignment that these residues form a “cluster” of residues which have neighbor 2. their type within 5A˚ from any of their heavy atoms. • rho ET score - the smaller this value, the lesser variability of Note, however, that, if our picture of protein evolution is correct, this position across the branches of the tree (and, presumably, the neighboring residues which are not surface accessible might be the greater the importance for the protein) equally important in maintaining the interaction specificity - they • cvg coverage - percentage of the residues on the structure which should not be automatically dropped from consideration when choo- have this rho or smaller sing the set for mutagenesis. (Especially if they form a cluster with the surface residues.) • gaps percentage of gaps in this column

4 Sander and MPI-MF, 1983, 1985, 1988, 1994 1995, CMBI version by [email protected] November 18,2002,

http://www.cmbi.kun.nl/gv/dssp/descrip.html.

COVERAGE 4.3.4 HSSP Whenever available, report maker uses HSSP ali- gnment as a starting point for the analysis (sequences shorter than V 75% of the query are taken out, however); R. Schneider, A. de 100% 50% 30% 5% Daruvar, and C. Sander. ”The HSSP database of protein structure- sequence alignments.” Nucleic Acids Res., 25:226–230, 1997.

http://swift.cmbi.kun.nl/swift/hssp/

4.3.5 LaTex The text for this report was processed using LATEX; V Leslie Lamport, “LaTeX: A Document Preparation System Addison- RELATIVE IMPORTANCE Wesley,” Reading, Mass. (1986). 4.3.6 Muscle When making alignments “from scratch”, report Fig. 6. Coloring scheme used to color residues by their relative importance. maker uses Muscle alignment program: Edgar, Robert C. (2004), ”MUSCLE: multiple sequence alignment with high accuracy and high throughput.” Nucleic Acids Research 32(5), 1792-97. 4.2 Color schemes used http://www.drive5.com/muscle/ The following color scheme is used in figures with residues colored by cluster size: black is a single-residue cluster; clusters composed of 4.3.7 Pymol The figures in this report were produced using more than one residue colored according to this hierarchy (ordered Pymol. The scripts can be found in the attachment. Pymol by descending size): red, blue, yellow, green, purple, azure, tur- is an open-source application copyrighted by DeLano Scien- quoise, brown, coral, magenta, LightSalmon, SkyBlue, violet, gold, tific LLC (2005). For more information about Pymol see bisque, LightSlateBlue, orchid, RosyBrown, MediumAquamarine, http://pymol.sourceforge.net/. (Note for Windows DarkOliveGreen, CornflowerBlue, grey55, burlywood, LimeGreen, users: the attached package needs to be unzipped for Pymol to read tan, DarkOrange, DeepPink, maroon, BlanchedAlmond. the scripts and launch the viewer.) The colors used to distinguish the residues by the estimated evolutionary pressure they experience can be seen in Fig. 6. 4.4 Note about ET Viewer 4.3 Credits Dan Morgan from the Lichtarge lab has developed a visualization tool specifically for viewing trace results. If you are interested, please 4.3.1 Alistat alistat reads a multiple sequence alignment from the visit: file and shows a number of simple statistics about it. These stati- stics include the format, the number of sequences, the total number http://mammoth.bcm.tmc.edu/traceview/ of residues, the average and range of the sequence lengths, and the alignment length (e.g. including gap characters). Also shown are The viewer is self-unpacking and self-installing. Input files to be used some percent identities. A percent pairwise alignment identity is defi- with ETV (extension .etvx) can be found in the attachment to the ned as (idents / MIN(len1, len2)) where idents is the number of main report. exact identities and len1, len2 are the unaligned lengths of the two sequences. The ”average percent identity”, ”most related pair”, and 4.5 Citing this work ”most unrelated pair” of the alignment are the average, maximum, The method used to rank residues and make predictions in this report and minimum of all (N)(N-1)/2 pairs, respectively. The ”most distant can be found in Mihalek, I., I. Res,ˇ O. Lichtarge. (2004). ”A Family of seq” is calculated by finding the maximum pairwise identity (best Evolution-Entropy Hybrid Methods for Ranking of Protein Residues relative) for all N sequences, then finding the minimum of these N by Importance” J. Mol. Bio. 336: 1265-82. For the original version numbers (hence, the most outlying sequence). alistat is copyrighted of ET see O. Lichtarge, H.Bourne and F. Cohen (1996). ”An Evolu- by HHMI/Washington University School of Medicine, 1992-2001, tionary Trace Method Defines Binding Surfaces Common to Protein and freely distributed under the GNU General Public License. Families” J. Mol. Bio. 257: 342-358. report maker itself is described in Mihalek I., I. Res and O. 4.3.2 CE To map ligand binding sites from different Lichtarge (2006). ”Evolutionary Trace Report Maker: a new type source structures, report maker uses the CE program: of service for comparative analysis of proteins.” Bioinformatics http://cl.sdsc.edu/. Shindyalov IN, Bourne PE (1998) 22:1656-7. ”Protein structure alignment by incremental combinatorial extension (CE) of the optimal path . Protein Engineering 11(9) 739-747. 4.6 About report maker 4.3.3 DSSP In this work a residue is considered solvent accessi- report maker was written in 2006 by Ivana Mihalek. The 1D ran- ble if the DSSP program finds it exposed to water by at least 10A˚ 2, king visualization program was written by Ivica Res.ˇ report maker which is roughly the area needed for one water molecule to come in is copyrighted by Lichtarge Lab, Baylor College of Medicine, the contact with the residue. DSSP is copyrighted by W. Kabsch, C. Houston.

5 4.7 Attachments • 1s04A.ranks - Ranks file in sequence order for 1s04A The following files should accompany this report: • 1s04A.clusters - Cluster descriptions for 1s04A • 1s04A.msf - the multiple sequence alignment used for the chain 1s04A • 1s04A.complex.pdb - coordinates of 1s04A with all of its • interacting partners 1s04A.descr - description of sequences used in 1s04A msf • • 1s04A.etvx - ET viewer input file for 1s04A 1s04A.ranks sorted - full listing of residues and their ranking for 1s04A • 1s04A.cluster report.summary - Cluster report summary for 1s04A

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