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Classification in Real Life (Precise Title to be Announced) Joachim Frank Howard Hughes Medical Institute Department of Biochemistry and Molecular Biophysics and Department of Biological Sciences Columbia University RANDOM-CONICAL


  1. Classification in Real Life (Precise Title to be Announced) Joachim Frank Howard Hughes Medical Institute Department of Biochemistry and Molecular Biophysics and Department of Biological Sciences Columbia University

  2. RANDOM-CONICAL RECONSTRUCTION ~ 30 Years old Overhead 1979 Radermacher et al. 1987 J. Frank, Quart. Rev. Biophys., in press

  3. Translocation

  4. Decoding

  5. Classification tools • Supervised (Valle et al., EMBO J. 2002) • Focused classification (Penczek et al., JSB 2006) • Hierarchical multi-reference (Schuette et al., EMBO J. 2009) • Maximum likelihood (Scheres et al., Nat. Methods 2007) • Bootstrap method (Spahn & Penczek, Cur. Opin. Struct. Biol. 2009; Liao & Frank, in press)

  6. Spontaneous (factor-independent) ratcheting of the ribosome • Kim et al., Mol. Cell 2007: smFRET studies of pre- translocational ribosome complex show strong Mg 2+ - dependence of classic  hybrid positions of tRNAs • 7 mM and above: classical prevails 3.5 mM: 2/3 are in the hybrid state.

  7. RECO RE CONSTRU RUCT CTION WITH WI THOUT ION : CLASSIF IFIC ICATIO tRNAs f NAs fuse sed, ove overlapped unratcheted, no tRNAs ratcheted, no tRNAs SU SUPERVISE SED CLASSIF IFIC ICATIO ION Agirrezabala et al., Mol. Cell 2008

  8. Conformational changes due to spontaneous ratcheting Rotation causes displacement of several components in the head of the small subunit, and reconfiguration of intersubunit bridges: Bridge B1b (L5--S13) is remodelled (gliding motion). Bridge B1a (H38’s binding partner S13 is replaced by S19). Bridge B7a (H68-h23) shifts toward the large subunit. H38, as well as the central protuberance region where L5 is located, adopt a different conformations. Smaller effects seen in h44, H69. Agirrezabala et al., Mol. Cell 20 Large movement of L1 stalk.

  9. 27% Classic 73% Hybrid Agirrezabala et al., Mol. Cell 2008

  10. Neither fish nor fowl

  11. Ref#1 Ref#2

  12. • Richard Henderson: • Reconstruction is not that much hurt by inclusion of noisy outliers

  13. Xabier Agirrezabala, Jianlin Lei, Rodrigo F. Ortiz-Meoz, Leonardo Trabuco, Klaus Schulten, Rachel Green, and Joachim Frank Cogn ognate v vs. . near cogn ognate T Trp-tR tRNA in in A A/T /T positio ition, sta tabiliz ilized b by kir irromy mycin in Specimen preparation: Ribosomes programmed with (i) cognate (UGG) or (ii) near-cognate (UGA/stop) codons, loaded with initiation fMet-tRNA fMet in the P site, were incubated with ternary Trp-tRNA Trp •EF-Tu•GTP complexes in the presence of kirromycin.

  14. Cryo-electron microscopy Data collection with AutoEMation (Lei and Frank, JSB 2005) via 4k x 4k CCD on FEI 300 kV Polara with effective mag of 100,000 and final pixel size of 1.5Å. Total # particles: near-cognate -- 359,223 -- heterogeneous cognate -- 294,671 -- 8.4 Å initiation-like -- 186,732 -- 8.85 Å Supervised classification for near-cognate: Ref 1 – ternary complex removed via soft masking Ref 2 – ternary complex left in place 332,410 (=92%) go with Ref 1 8.05 Å 26,873 (=8%) go with Ref 2 13.2 Å

  15. without with ternary complex REFS EFS unbound near-cognate 8.05 Å 13.2 Å 92% 8% of 350,000 images

  16. Cognate 8.4 Å Near-cognate 13.2 Å

  17. Overlay of densities for aa-tRNA cognate near-cognate anticodon acceptor

  18. MDFF fitting of observed density for ternary complex (Leonardo Tr 1) Change in anticodon stem loop – kinked, but not as much as in co 2) Change in acceptor arm position on EF-Tu -- OBSERVATIONS (1) and (2) imply difference in conformationa 3) Change in EF-Tu structure (Switch 1)? 4) No domain closing cognate near-cognate

  19. Reconstruction without classification: small subunit blurred, EF-G fragmented Classes derived by supervised classification (CCF with 2 refs) Scheres et al., Nat. Methods 2007

  20. Validation of dual-reference classification: Equivalent to “R-free”, omit data in reference, and see if they pop up. Here: ratcheting and emergence of hybrid positions of tRNA go hand in hand.

  21. Top: classes derived by Maximum Likelihood-based classification Bottom: classes derived by supervised classification (CCF with 2 refs) 11,415 particles in common resolutions: 12-14 Å

  22. Bootstrap Classification H. Liao and J. Frank, in press

  23. Case Study: Translation Termination in Eukaryotes: 80S Release Complex Wadsworth Center CNB Madrid Derek Taylor (now Case Western) J.M. Carazo Bill Baxter – multi-ref. classification Sjors Scheres Jianlin Lei (now Tsinghua) -- AutoEMation Bob Grassucci -- EM screening Tapu Shaikh – processing SUNY Downstate Medical Center Tatyana Pestova -- collaborator Anett Unbehaun -- sample preparation Columbia University Hstau Liao – ML3D Jie Fu – ML3D

  24. (1) Release of Relief (2) Seeking TerminaTion of an inTerminable ProjecT (3) Eukaryotic Relief Factors One and Three

  25. Translation Termination • Termination process in bacteria: (i) RF1 or RF2 bind to ribosome upon encountering stop codon, cleave off polypeptide chain (ii) RF3 binds to 70S-RFX complex (iii) GTP hydrolysis on RF3; release of RFX and RF3 • Termination process in eukaryotes: (i) eRF1 binds to stop codon (ii) eRF3 binds to 80S-eRF3 complex (iii) GTP hydrolysis on eRF3  eRF1 cleaves off polypeptide chain

  26. Gao et al. (2007) Cell 129, 929

  27. Gao et al. (2007) Cell 129, 929

  28. H. sapiens S. pombe Cheng et al. Gen. & Development 2009

  29. Struc uctur ural al i ins nsight hts int nto e eRF3 and and stop c p codo don n recogn ognition on b by y eRF1 Zhihong Cheng, Kazuki Saito, Andrey V. Pisarev, Miki Wada, Vera P. Pisareva, Tatyana V. Pestova, Michal Gajda, Adam Round, Chunguang Kong, Mengkiat Lim, Yoshikazu Nakamura, Dmitri I. Svergun, Koichi Ito, and Haiwei Song. GENES & DEVELOPMENT 23:1106–1118 (2009)

  30. Comprehensive (95% complete) model of the 80S ribosome rRNA modeling --expansion segments Protein homology modeling Taylor et al., Structure, in press

  31. Taylor et al., Structure, in p

  32. Taylor et al., Structure, in pres

  33. 60S (RRL) 48S (RRL) 1. Mix 13 initiation factors (yeast, RRL) M-initiation 2. Purify Globin mRNA - MVHLStop 3. Add elongation V H L eEF1A; eEF1B; eEF2; GTP factors 4. Purify STOP 5. Add Release Factors; GDPNP

  34. Challenges: Limited References, Multiple factors - 70S much smaller than mammalian 80S - release of peptide is different in two systems - eRF1, eRF3, eRF1-eRF3 - binding of different factors induces conformational changes in the ribosome. Start with pre-termination complex (no factors) Only 35% are actually programmed.

  35. 80S - Rabbit Reticulocyte Lysate - using HeLa 80S reference 22,816 particles 15,275 particles to E-site 7541 particles to P-site Model ~26Å (67%) Model ~22Å (33%) CCC PTC ( RRL) w ith 8 0 S Hela reference 700 600 500 400 300 200 100 0 1060 1159 1257 1355 1453 1551 1650 1748 1846 1944 2043 2141 2239 2337 2435 2534 2632 2730 2828 2927 3025 3123 3221 3320 3418 3516 CCC to Hela reference TotalCCC LoCCC(67% ) HiCCC(33% )

  36. 26Å 22Å 15,275 particles 7,541 particles E-site tRNA P-site tRNA Programmed ribosome Non-specific

  37. CCC to Psite RRL 8 0 S 700 Alignment to 600 500 P-site model 400 38% P; 62% E 300 200 100 0 1052 1143 1233 1323 1413 1503 1593 1683 1773 1863 1953 2043 2133 2224 2314 2404 2494 2584 2674 2764 2854 2944 3034 3124 3214 3304 3395 3485 3575 3665 3755 3845 CCC to reference Total Psite(38.5% ) Esite(61.5% ) CCC( Esite) -CCC( Psite) Supervised Class 700 600 P-site vs E-site 500 32% P; 68% E 400 300 200 100 0 -571 -538 -504 -470 -436 -403 -369 -335 -302 -268 -234 -200 -167 -133 -99 -66 -32 1.93 35.7 69.4 103 137 171 204 238 272 305 339 373 407 440 474 deltaCCC Total Psite(31.4% ) Esite(68.6% )

  38. Programmed ~35% non-specific ~65% Pre-termination complex; mixture +eRF1; +eRF3; GDPNP

  39. Particle Verification using Multivariate Data Analysis and Classification Auto-Emation/Polara  10 days, 10,000 micrographs CCD ~1M particles selected, 430K verified Shaikh et al . (2008) JSB

  40. Eukaryotic Release Complex 430,167 Total particles verified 106,111 particles in LO CCC class 324,056 particles in HI CCC class CCC ERC ( RRL) to PTC ( RRL) 9000 8000 7000 6000 5000 4000 3000 2000 1000 0 1065 1158 1251 1344 1437 1530 1623 1716 1809 1902 1995 2088 2181 2274 2367 2460 2553 2646 2739 2832 2925 3018 3111 3203 3296 3389 3482 3575 3668 3761 3854 3947 CCC to PTC reference Total HiCCC LoCCC

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