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RANDOM KNOTTING AND VIRAL DNA PACKING: THEORY AND EXPERIMENTS De Witt Sumners Department of Mathematics Florida State University Tallahassee, FL 32306 sumners@math.fsu.edu
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RANDOM KNOTTING Proof of the Frisch-Wasserman-Delbruck conjecture--the longer a random circle, the more likely it is to be knotted DNA knotting in viral capsids
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http://www.pims.math.ca/knotplot/zoo/ A Knot Zoo By Robert G. Scharein © 2005 Jennifer K. Mann
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TOPOLOGAL ENTANGLEMENT IN POLYMERS
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WHY STUDY RANDOM ENTANGLEMENT? Polymer chemistry and physics: microscopic entanglement related to macroscopic chemical and physical characteristics--flow of polymer fluid, stress-strain curve, phase changes (gel formation) Biopolymers: entanglement encodes information about biological processes--random entanglement is experimental noise and needs to be subtracted out to get a signal
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BIOCHEMICAL MOTIVATION Predict the yield from a random cyclization experiment in a dilute solution of linear polymers
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MATHEMATICAL PROBLEM If L is the length of linear polymers in dilute solution, what is the yield (the spectrum of topological products) from a random cyclization reaction? L is the # of repeating units in the chain--# of monomers, or # of Kuhn lengths (equivalent statistical lengths)--for polyethylene, Kuhn length is about 3.5 monomers. For duplex DNA, Kuhn length is about 300-500 base pairs
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FRISCH-WASSERMAN- DELBRUCK CONJECTURE L = # edges in random polygon P(L) = knot probability lim P(L) = 1 L Frisch & Wasserman, JACS 83(1961), 3789 Delbruck, Proc. Symp. Appl. Math. 14 (1962), 55
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RANDOM KNOT MODELS Lattice models: self-avoiding walks (SAW) and self-avoiding polygons (SAP) on Z 3, BCC, FCC, etc--curves have volume exclusion Off-lattice models: Piecewise linear arcs and circles in R 3 --can include thickness
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RANDOM KNOT METHODS Small L: Monte Carlo simulation Large L: rigorous asymptotic proofs
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SIMPLE CUBIC LATTICE
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PROOF OF FWD CONJECTURE THEOREM: P(L) ~ 1 - exp(- L) Sumners & Whittington, J. Phys. A: Math. Gen. 23 (1988), 1689 Pippenger, Disc Appl. Math. 25 (1989), 273
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KESTEN PATTERNS Kesten, J. Math. Phys. 4(1963), 960
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TIGHT KNOTS
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Z3Z3
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TIGHT KNOT ON Z 3 19 vertices, 18 edges
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The Smallest Trefoil on Z 3
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RANDOM KNOT QUESTIONS For fixed length n, what is the distribution of knot types? How does this distribution change with n? What is the asymptotic behavior of knot complexity--growth laws ~ n ? How to quantize entanglement of random arcs?
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KNOTS IN BROWNIAN FLIGHT All knots at all scales Kendall, J. Lon. Math. Soc. 19 (1979), 378
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ALL KNOTS APPEAR Every knot type has a tight Kesten pattern representative on Z 3
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LONG RANDOM KNOTS
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MEASURING KNOT COMPLEXITY
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LONG RANDOM KNOTS ARE VERY COMPLEX THEOREM: All good measures of knot complexity diverge to + at least linearly with the length--the longer the random polygon, the more entangled it is. Examples of good measures of knot complexity: crossover number, unknotting number, genus, bridge number, braid number, span of your favorite knot polynomial, total curvature, etc.
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GROWTH OF WRITHE FOR FIGURE 8 KNOT
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RANDOM KNOTS ARE CHIRAL
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DNA Replication
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Topological Enzymology Mathematics: Deduce enzyme binding and mechanism from observed products
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TOPOLOGICAL ENZYMOLOGY React circular DNA plasmids in vitro (in vivo) with purified enzyme Gel electrophoresis to separate products (DNA knots & links) Electron microscopy of RecA coated products Use topology and geometry to build predictive models
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GEL ELECTROPHORESIS
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RecA Coated DNA
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DNA Trefoil Knot Dean et al., J BIOL. CHEM. 260(1985), 4975
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DNA (2,13) TORUS KNOT Spengler et al. CELL 42 (1985), 325
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GEL VELOCITY IDENTIFIES KNOT COMPLEXITY Vologodskii et al, JMB 278 (1988), 1
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CHIRALITY
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CROSSING SIGN CONVENTION
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WRITHE & AVERAGE CROSSING NUMBER Writhe --average the sum of signed crossings over all projections (average number of crossings over all projections)
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VIRUS LIFE CYCLE
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VIRUS ATTACKS!
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T4 EM
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VIRUS ATTACK
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T4 ATTACK
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HOW IS THE DNA PACKED?
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SPOOLING MODEL
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FOLD MODEL
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RANDOM PACKING
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P4 DNA has cohesive ends that form closed circular molecules GGCGAGGCGGGAAAGCAC CCGCTCCGCCCTTTCGTG …... …. GGCGAGGCGGGAAAGCAC CCGCTCCGCCCTTTCGTG
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VIRAL KNOTS REVEAL PACKING Compare observed DNA knot spectrum to simulation of knots in confined volumes
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Experimental Data: Tailless vs Mature Phage Knot Probability
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EFFECTS OF CONFINEMENT ON DNA KNOTTING No confinement--3% knots, mostly trefoils Viral knots--95% knots, very high complexity-- average crossover number 27!
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MATURE vs TAILLESS PHAGE Mutants--48% of knots formed inside capsid Arsuaga et al, PNAS 99 (2002), 5373
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P4 KNOT SPECTRUM 97% of DNA knots had crossing number > 10! Arsuaga et al, PNAS 99 (2002), 5373
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2D GEL
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2D GEL RESOLVES SMALL KNOTS Arsuaga et al, PNAS 102 (2005), 9165
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2D GEL RESOLVES SMALL KNOTS Arsuaga et al, PNAS 102 (2005), 9165
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PIVOT ALGORITHM Ergodic--no volume exclusion in our simulation as knot detector Space filling polymers in confined volumes--very difficult to simulate
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VOLUME EFFECTS ON KNOT SIMULATION On average, 75% of crossings are extraneous Arsuaga et al, PNAS 99 (2002), 5373
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SIMULATION vs EXPERIMENT Arsuaga et al, PNAS 102 (2005), 9165 n=90, R=4
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EFFECT OF WRITHE-BIASED SAMPLING Arsuaga et al, PNAS 102 (2005), 9165 n=90, R=4
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Consistent with a high writhe of the packed DNA: - Low amount of knot 4 1 and of composite 3 1 # 4 1 - Predominance of torus knots (elevated writhe) primes composites 3 1 Wr = 3.41 4 1 Wr = 0.00 5 1 Wr = 6.26 5 2 Wr = 4.54 6 1 Wr = 1.23 6 2 Wr = 2.70 6 3 Wr = 0.16 7 1 Wr = 9.15 3 1 # 3 1 Wr = 6.81 3 1 # -3 1 Wr = 0.01 3 1 # 4 1 Wr ~ 3. 41
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CONCLUSIONS Viral DNA not randomly embedded (4 1 and 5 2 deficit, 5 1 and 7 1 excess in observed knot spectrum) Viral DNA has a chiral packing mechanism--writhe- biased simulation close to observed spectrum Torus knot excess favors toroidal or spool-like packing conformation of capsid DNA Next step--EM (AFM) of 3- and 5- crossing knots to see if they all have same chirality
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UNKNOWN P4 KNOT
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UNKNOWN P4 KNOTS
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AFM Images of Simple DNA Knots (Mg 2+ ) μmμmμmμm μmμm Ercolini, Dietler, EPFL Lausanne Ercolini, Dietler EPFL Lausanne
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NEW SIMULATION Parallel tempering scheme Smooth configuration to remove extraneous crossings Use KnotFind to identify the knot--ID’s prime and composite knots of up to 16 crossings Problem--some knots cannot be ID’d--might be complicated unknots!
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UNCONSTRAINED KNOTTING PROBABILITIES
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CONSTRAINED UNKNOTTING PROBABILITY
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CONSTRAINED UNKOTTING PROBABILITY
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CONSTRAINED TREFOIL KNOT PROBABILITIES
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CONSTRAINED TREFOIL PROBABILITY
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4 vs 5 CROSSING PHASE DIAGRAM
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CONFINED WRITHE
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GROWTH OF CONFINED WRITHE
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COLLABORATORS Stu Whittington Buks van Rensburg Carla Tesi Enzo Orlandini Chris Soteros Yuanan Diao Nick Pippenger Javier Arsuaga Mariel Vazquez Joaquim Roca P. McGuirk Christian Micheletti Davide Marenduzzo
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REFERENCES Nucleic Acids Research 29(2001), 67-71. Proc. National Academy of Sciences USA 99(2002), 5373-5377. Biophysical Chemistry 101-102 (2002), 475-484. Proc. National Academy of Sciences USA 102(2005), 9165-9169. J. Chem. Phys 124 (2006), 064903
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Thank You National Science Foundation Burroughs Wellcome Fund
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