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˵Ã÷£¬±¾ÊµÕ½½Ì³ÌÊÇAmberMDµÄ³õ²½tutorial£¬°³¸ù¾Ý¹ÙÍø£¬Ò»²½²½ÊµÕ½£¬È«²¿ÊǺÃʹµÄ£¬²Å¼Ç¼ÏÂÀ´£¬ÓëÖî¾ý¹²÷Ï¡£ http://ambermd.org/tutorials/basic/tutorial1/index.htm Amberѧϰ£ºÄ£ÄâDNAµÄƬ¶Î £¨ÓÐЩ·Òë±í´ï£¬²»¾¡ÈçÈËÒ⣬¼ûÁ¡££© Part 1 Introduction ¸ÃѧϰÊÖ²áÊ×ÏÈÑÝʾÁËÈçºÎ¹¹½¨Ò»¸öÊ®±¶Ìåpdb½á¹¹£¬²¢ÀûÓÃÕâ¸ö½á¹¹¹¹½¨sanderÔËÐбØÒªµÄÊäÈëÎļþ¡£MD·ÂÕæÄں˻ùÓÚAMBER14¡£ MD·ÂÕæÐèÒªÈô¸ÉÎļþ£¬Ö÷Òª°üÀ¨£º prmtop ¨C ¸ÃÎļþ°üº¬·Ö×ÓµÄÍØÆË½á¹¹£¬ºÍ±ØÒªµÄÁ¦³¡²ÎÊý¡£ inpcrd (»òÒ»¸öÉÏ´ÎÔËÐвúÉúµÄ restrtÎļþx.rst) ¨C¸ÃÎļþ°üº¬Ô×Ó×ø±ê£¬»òÕßÒ²¿ÉÄܰüº¬ËٶȺÍÖÜÆÚÐԱ߽çºÐ×ӳߴçµÈÐÅÏ¢¡£periodic box dimensions. mdin ¨C ¸ÃÎļþÊÇsanderµÄÊäÈëÎļþ(*.in)£¬°üº¬Ò»ÏµÁÐÎļþÃû¡¢ÓÃÓÚ¾ö¶¨·ÂÕæÀàÐͺͷÂÕæÑ¡ÏîµÄ¿ØÖƱäÁ¿¡£ ¸Ã½Ì³ÌµÚÒ»²¿·ÖÊÇ£¬ÔÛÃÇÏÈÓÃAMBERTOOL´´½¨prmtopºÍinpcrdÎļþ£¬²¢·Ö±ðÖÃÓÚÕæ¿ÕϵͳºÍÈܼÁϵͳ¡£È»ºóÖ´ÐÐ×îС»¯¡¢MD·ÂÕæ£¬×îÖյõ½·ÂÕæºóµÄDNA¡£ ÓÉÓÚʹÓÃÏÔʽÈܼÁ½øÐÐÕâЩģÄâ¿ÉÄܺܰº¹ó£¬ÎÒÃÇ»¹½«Ê¹ÓÃһЩģÐÍ£¬ÆäÖÐÒþº¬µØ°üº¬ÈܼÁЧӦ¡£ Part 2 ´´½¨Ë«Á´DNA polyA-polyT 1.ÓÃNAB´´½¨DNAË«ÂÝÐý²¢²úÉú¿ÉÓõÄÎļþ (1)´´½¨Ò»¸öÎļþnuc.nab,дÈ룺 molecule m; m = fd_helix( "abdna", "aaaaaaaaaa", "dna" ); putpdb( "nuc.pdb", m, "-wwpdb" ;(2)ÔËÐÐÕâ¸öÎļþ£º nab nuc.nab ./a.out Ö®ºó½«²úÉúÒ»¸önuc.pdbÎļþ£¬Õâ¸öÎļþÊÇË«ÂÝÐý½á¹¹Ä£ÐÍ¡£ &--Èç¹ûÒѾÓÐpdbÎļþ£¬Ö±½Ó´ÓµÚÈý²½¿ªÊ¼ --songjun (3)½«Õâ¸öÎļþµ¼ÈëleapÖУº ÔÚÖÕ¶ËÊäÈëtleap, ÔÙÊäÈëÁ¦³¡ source leaprc.ff99SB, ÔÚ¹ÙÍø http://ambermd.org/tutorials/basic/tutorial1/section2.htm ÖÐÓйØÓÚÁ¦³¡µÄ˵Ã÷£¬ÔÚÔçÆÚ°æ±¾(amber10 or 11)ÖÐÍÆ¼öÓÃff99SB£¬µ«ÔÚamber12ÖÐÍÆ¼öÓÃff12SB£¬ÔÚamber14ÖÐÍÆ¼öff14SB£¨ËüÊÇff99SBµÄÓÅ»¯°æ£© ¿´amber°æ±¾Ó㺠echo $AMBERHOME source leaprc.ff14SB µ¼ÈëpdbÎļþ£º> dna1= loadpdb "nuc.pdb" ÔÚtleap´°¿ÚÖÐÊä³ö£ºLoading PDB file: ./nuc.pdb total atoms in file: 638 ˵Ã÷µ¼ÈëÕýÈ·¡£ (4)²úÉú.prmtopºÍ.inpcrdÎļþ£º ±£´æ£º> saveamberparm dna1 polyAT_vac.prmtop polyAT_vac.inpcrd »áÊä³ö£º Checking Unit. WARNING: The unperturbed charge of the unit: -18.000000 is not zero. -- ignoring the warning. Building topology. Ëü½«´´½¨Á½¸öÎļþ: polyAT_vac.prmtop£ºÁ¦³¡²ÎÊý/ÍØÆËÎļþ¡£ËüÊǾ²Ì¬µÄ£¬ÔÚÄ£ÄâµÄ¹ý³ÌÖв»»á·¢Éú±ä»¯¡£ polyAT_vac.inpcrd£º×ø±ê£¬²»ÊǾ²Ì¬µÄÔÚÄ£ÄâÖлᷢÉú±ä»¯¡£ (5)¼ÓÖÐÐÔ»¯Àë×Ó£º > addions dna1 Na+ 0 (0Òâζ×ÅÖÐÐÔ»¯) ½«Êä³ö addions dna1 Na+ 0 18 Na+ ions required to neutralize. Adding 18 counter ions to "dna1" using 1A grid Grid extends from solute vdw + 3.65 to 9.75 Resolution: 1.00 Angstrom. grid build: 0 sec (no solvent present) Calculating grid charges charges: 1 sec Placed Na+ in dna1 at (6.44, 3.95, 17.79). Placed Na+ in dna1 at (5.44, -5.05, 10.79). Placed Na+ in dna1 at (-10.56, 5.95, 13.79). Placed Na+ in dna1 at (-10.56, -6.05, 19.79). Placed Na+ in dna1 at (-1.56, 11.95, 9.79). Placed Na+ in dna1 at (-10.56, -4.05, 6.79). Done adding ions. ²úÉúÖÐÐÔ»¯µÄprmtopºÍinpcrdÎļþ£º > saveamberparm dna1 polyAT_cio.prmtop polyAT_cio.inpcrd Êä³ö£ºpolyAT_cio.prmtop, polyAT_cio.inpcrd ×îÖÕµÄÄ¿µÄÊǽ¨Á¢´øÓп¹ÐÔÀë×ӵĿÉÈܵÄDNAÎļþ£¬¿¹ÐÔÒѽ¨Á¢£¬½ÓÏÂÀ´´´½¨¿ÉÈÜÐÔµÄÎļþ£¬Ò²¾ÍÊǼÓË®¡£ > dna2 = copy dna1 > solvatebox dna1 TIP3PBOX 10.0 solvatebox dna1 TIP3PBOX 12.0 ¾ØÐκÐ×Ó£¬³ß´ç12A ½«Êä³ö > solvatebox dna1 TIP3PBOX 8.0 Solute vdw bounding box: 27.738 26.738 40.099 Total bounding box for atom centers: 43.738 42.738 56.099 Solvent unit box: 18.774 18.774 18.774 Total vdw box size: 46.743 45.963 58.910 angstroms. Volume: 126564.801 A^3 Total mass 56296.124 amu, Density 0.739 g/cc Added 2767 residues. > solvateoct dna2 TIP3PBOX 10.0 °ËÃæÌåºÐ×Ó£¬³ß´ç10A solvatebox dna2 TIP3PBOX 12.0 saveamberparm dna2 polyAT_wat.prmtop polyAT_wat.inpcrd Output files: polyAT_wat.prmtop, polyAT_wat.inpcrd savepdb DNA1 XXX.pdb &±£´æpdbµÄÃüÁî µ½ÏÖÔÚÒѾ²úÉúÔËÐÐ×îС»¯ºÍ·Ö×Ó¶¯Á¦Ñ§µÄÎļþ¡£Ï²¿·Ö½«ÒªÓõ½¡£ &--------- ÖÁ´ËÐèÒªÍ˳ötleap, ÓÃÃüÁîquit £¡ ----------& Part 3 ×îС»¯ºÍ·Ö×Ó¶¯Á¦Ñ§ÔËÐÐ (1)×îС»¯ Ä¿µÄ£ºÎªÁËÈ¥³ý»µµÄÁªÏµ sanderµÄÓï·¨£ºsander [-O] -i mdin -o mdout -p prmtop -c inpcrd -r restrt[-ref refc] [-x mdcrd] [-v mdvel] [-e mden] [-inf mdinfo] []ÖÐÊÇ¿ÉÑ¡Ïî ¿ÉÑ¡ÏîΪָ¶¨Ê±£¬ÏµÍ³Ä¬ÈϲÉÓÃĬÈÏÖµ¡£ -O ¸²¸ÇÔÓеÄÊä³öÎļþ£» -i ÊäÈëÎļþµÄÃû×Ö, ĬÈÏÊÇmdinÎļþ(*.in)£» -o Êä³öÎļþÃû,ĬÈÏ mdout (*.out)£» -p ²ÎÊý/ÍØÆËÎļþ,ĬÈÏ prmtop£» -c ×ø±êÎļþ,ĬÈÏ inpcrd£» -r ±¾´ÎMD»ò×îС»¯µÄ×ø±êÉèÖÃÎļþ£¬Ä¬ÈÏrestrt (*.rst)£» -ref λÖÃÔ¼ÊøµÄ×ø±ê²Î¿¼Îļþ, ÊÇ¿ÉÑ¡Ïî,ĬÈÏ refc (*.rst»òinpcrd)£» -x MDµÄ¹ì¼£Îļþ (Õë¶ÔMD·ÂÕæ£¬ÈôÊÇ×îС»¯£¬ÎÞ´ËÏî)£¬Ä¬ÈÏmdcrd£» -v MDµÄËÙ¶ÈÎļþ£¬¿ÉÑ¡Ïî(if running MD)£¬Ä¬ÈÏmdvel £» -e MDµÄÄÜÁ¿×ܽáÎļþ£¬¿ÉÑ¡Ïî (if running MD)£¬Ä¬ÈÏ mden. -inf ×îС»¯Ê±Ã¿´ÎдÈëÄÜÁ¿ÐÅÏ¢µÄ×ܽáÎļþ£¬ÔÚcheck·ÂÕæ¹ý³ÌʱºÜÓÐÓã¬Ä¬ÈÏ mdinfoÎļþ¡£ ÄÜÁ¿ÓÅ»¯ÓÉsanderÄ£¿éÍê³É£¬ÔËÐÐsanderÖÁÉÙÐèÒªÈý¸öÊäÈëÎļþ£¬·Ö±ðÊÇ·Ö×ÓµÄÍØÆËÎļþ£¬×ø±êÎļþÒÔ¼°sanderµÄ¿ØÖÆÎļþ¡£ÏÖÔÚ·Ö×ÓµÄÍØÆËÎļþºÍ×ø±êÎļþÒѾÍê³É£¬ÐèÒª½¨Á¢mdinÊäÈëÎļþ : polyAT_vac_init_min.inÖÐдÈ룺 polyA-polyT 10-mer: initial minimisation prior to MD &cntrl imin = 1, maxcyc = 500, ncyc = 250, ntb = 0, igb = 0, cut = 12 / ½ÓÏÂÀ´ÔÛÃǵÚÒ»´Î²ÉÓà sanderÃüÁîÀ´ÔËÐÐ for the first time ÓÃsanderÔËÐÐ×îС»¯£º ÔÚ¹¤×÷Ŀ¼ÏÂÖÕ¶ËÊäÈ룺 sander -O -i polyAT_vac_init_min.in -o polyAT_vac_init_min.out -c polyAT_vac.inpcrd -p polyAT_vac.prmtop -r polyAT_vac_init_min.rst Input files: polyAT_vac_init_min.in, polyAT_vac.inpcrd, polyAT_vac.prmtop Output files: polyAT_vac_init_min.out, polyAT_vac_init_min.rst ÕâÒ»²½ÔËÐбȽϿ죬´óÔ¼ÐèÒª¼¸ÃëµÄʱ¼ä¡£ ÕâÒ»²½Éú²úµÄ.rstÎļþÊÇ×ø±êÎļþ£¬ºÜ¹Ø¼ü¡£ ´ËÍ⣬´ò¿ªpolyAT_vac_init_min.outÄܹ»·¢ÏÖÄÜÁ¿ÔÚµÚÒ»²½ºÍ×îºóÒ»²½µÄ±ä»¯£º NSTEP ENERGY RMS GMAX NAME NUMBER 1 -1.4123E+03 1.9444E+01 9.4276E+01 C2' 634 NSTEP ENERGY RMS GMAX NAME NUMBER 500 -2.3331E+03 6.1397E-01 3.8981E+00 C6 208 ÀûÓÃ×ø±êÎļþ(.rst)´´½¨ PDBÎļþ > ambpdb -p polyAT_vac.prmtop < polyAT_vac_init_min.rst > polyAT_vac_init_min.pdb Éú³ÉеÄpdbÎļþpolyAT_vac_init_min.pdb Õæ¿ÕÖÐÔËÐÐ MD ÎÒÃǽ«ÔËÐÐÀ´Á½¸ö£ºÒ»¸ö½Ø¶ÏֵΪ12°££¬Ò»¸öΪ0 ´´½¨polyAT_vac_md1_12Acut.inÎļþ£¬Ð´È룺 10-mer DNA MD in-vacuo, 12 angstrom cut off &cntrl imin = 0, ntb = 0, //imin = 0,¹Ø±Õ×îС»¯ £»ntb = 0,ûÓÐÖÜÆÚÐԱ߽çÌõ¼þ(ûºÐ×ÓË®) igb = 0, ntpr = 100, ntwx = 100, //igb = 0,ûÓÐÈܼÁ´æÔÚ£»ºóÃæµÄÿһ°Ù²½Êä³öÒ»¸ö¹ì¼£×ø±ê ntt = 3, gamma_ln = 1.0, // ntt = 3,ºãÎÂÆ÷(Langevin dynamics); tempi = 300.0, temp0 = 300.0, //ζÈΪ300K nstlim = 100000, dt = 0.001, //ÔËÐÐ100000²½£¬Ã¿²½Îª0.001Ãë cut = 12.0 //½Ø¶ÏֵΪ12°£ / ¿ÕÁ½ÐÐ ´´½¨polyAT_vac_md1_nocut.inÎļþ£¬Ð´È룺 10-mer DNA MD in-vacuo, no cut off &cntrl imin = 0, ntb = 0, igb = 0, ntpr = 100, ntwx = 100, ntt = 3, gamma_ln = 1.0, tempi = 300.0, temp0 = 300.0, nstlim = 100000, dt = 0.001, cut = 999 / ½ÓÏÂÀ´£¬ÔÙ´ÎÔËÐÐsanderÃüÁ µÚÒ»¸ö£º > sander -O -i polyAT_vac_md1_12Acut.in -o polyAT_vac_md1_12Acut.out -c polyAT_vac_init_min.rst -p polyAT_vac.prmtop -r polyAT_vac_md1_12Acut.rst -x polyAT_vac_md1_12Acut.mdcrd Õâ¸öÃüÁîÖÁÉÙÐèÒª10·ÖÖÓ×óÓÒ¡£ µÚ¶þ¸ö£º > sander -O -i polyAT_vac_md1_nocut.in -o polyAT_vac_md1_nocut.out -c polyAT_vac_init_min.rst -p polyAT_vac.prmtop -r polyAT_vac_md1_nocut.rst -x polyAT_vac_md1_nocut.mdcrd Õâ¸öÒ²ÐèÒª10·ÖÖÓ×óÓÒ¡£ ¿ÉÓÃtopÃüÁî¿´sanderÊÇ·ñÔËÐÐÍê±Ï¡££¨ÉÏÊöÃüÁî½áβҲ¿É¼Ó·ûºÅ & £© ¿´ÔËÐеĽø³Ì£ºÊäÈ룺tail -f polyAT_vac_md1_12Acut.out ÊäÈëÎļþ°üÀ¨: polyAT_vac_md1_12Acut.in, polyAT_vac_md1_nocut.in, polyAT_vac_init_min.rst, polyAT_vac.prmtop Êä³öÎļþ°üÀ¨: polyAT_vac_md1_12Acut.out, polyAT_vac_md1_nocut.out, polyAT_vac_md1_12Acut.rst, polyAT_vac_md1_nocut.rst, polyAT_vac_md1_12Acut.mdcrd, polyAT_vac_md1_nocut.mdcrd ½á¹û·ÖÎö (1) ´ÓmdoutÎļþÖÐÌáÈ¡ÄÜÁ¿£º½Ø¶ÏÖµ12°£µÄÎļþ: mkdir polyAT_vac_md1_12Acut cd polyAT_vac_md1_12Acut >process_mdout.perl ../polyAT_vac_md1_12Acut.out ͬÑù´¦ÀínocutµÄÎļþ mkdir polyAT_vac_md1_nocut cd polyAT_vac_md1_nocut >process_mdout.perl ../polyAT_vac_md1_nocut.out (2)½ÓÏÂÀ´£¬»¹ì¼££º xmgrace ./polyAT_vac_md1_12Acut/summary.EPTOT ./polyAT_vac_md1_nocut/summary.EPTOT xmgraceÃüÁîÓÐÎÊÌ⣬ÊÇÒòΪûÓа²×°Ïà¹Øxmgrace×é¼þ¡£Ëüʵ¼ÊÉÏÊÇÒ»¿î»ÇúÏßµÄÈí¼þ£¬ÔÛÃÇ¿ÉÒÔcopy³öÁ½¸ösummary.EPTOTÎļþ£¬ÓÃmatlabÀ´»ÇúÏߣ¬Ò²ÊÇÒ»Ñù¡£ ×¢£ºsummary.EPTOTÖеÄÊý¾Ýժ¼ÈçÏ£º 0.000 -2267.9419 0.100 -1570.4415 0.200 -1424.1312 0.300 -1513.0011 0.400 -1247.5700 0.500 -1101.3187 0.600 -1003.6084 0.700 -1183.8510 0.800 -1137.9767 0.900 -915.5758 1.000 -656.8817 1.100 -933.2193 1.200 -990.0922 1.300 -885.8356 1.400 -916.7535 ÎÊÌâ½â¾ö£¬½Ó×ÅÍùÏÂ×ß¡£ (3)¼ÆËãRmsdÖµËæÊ±¼äµÄ±ä»¯£º Ê×ÏȽ¨Á½¸öÎļþ£ºpolyAT_vac_md1_12Acut.calc_rms ºÍ polyAT_vac_md1_nocut.calc_rms ·Ö±ðдÈ룺 trajin polyAT_vac_md1_12Acut.mdcrd rms first mass out polyAT_vac_md1_12Acut.rms time 0.1 trajin polyAT_vac_md1_nocut.mdcrd rms first mass out polyAT_vac_md1_nocut.rms time 0.1 ÔËÐÐ cpptraj ÃüÁÈçÏÂ: $AMBERHOME/bin/cpptraj -p polyAT_vac.prmtop -i polyAT_vac_md1_12Acut.calc_rms $AMBERHOME/bin/cpptraj -p polyAT_vac.prmtop -i polyAT_vac_md1_nocut.calc_rms ÔËÐнá¹û´óÖÂÈçÏ£º CPPTRAJ: Trajectory Analysis. V15.00 ___ ___ ___ ___ | \/ | \/ | \/ | _|_/\_|_/\_|_/\_|_ Reading 'polyAT_vac.prmtop' as Amber Topology INPUT: Reading Input from file polyAT_vac_md1_12Acut.calc_rms [trajin polyAT_vac_md1_12Acut.mdcrd] Reading 'polyAT_vac_md1_12Acut.mdcrd' as Amber Trajectory [rms first mass out polyAT_vac_md1_12Acut.rms time 0.1] RMSD: (*), reference is first frame (*), with fitting, mass-weighted. ---------- RUN BEGIN ------------------------------------------------- PARAMETER FILES: 0: 'polyAT_vac.prmtop', 638 atoms, 20 res, box: None, 2 mol, 1000 frames INPUT TRAJECTORIES: 0: 'polyAT_vac_md1_12Acut.mdcrd' is an AMBER trajectory, Parm polyAT_vac.prmtop (reading 1000 of 1000) Coordinate processing will occur on 1000 frames. TIME: Run Initialization took 0.0001 seconds. BEGIN TRAJECTORY PROCESSING: ..................................................... ACTION SETUP FOR PARM 'polyAT_vac.prmtop' (1 actions): 0: [rms first mass out polyAT_vac_md1_12Acut.rms time 0.1] Target mask: Reference mask: ----- polyAT_vac_md1_12Acut.mdcrd (1-1000, 1) ----- 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Complete. Read 1000 frames and processed 1000 frames. TIME: Trajectory processing: 0.1576 s TIME: Avg. throughput= 6345.0166 frames / second. ACTION OUTPUT: DATASETS: 1 data set: RMSD_00000 "RMSD_00000" (double, rms), size is 1000 DATAFILES: polyAT_vac_md1_12Acut.rms (Standard Data File): RMSD_00000 ---------- RUN END --------------------------------------------------- TIME: Total execution time: 0.1940 seconds. -------------------------------------------------------------------------------- To cite CPPTRAJ use: Daniel R. Roe and Thomas E. Cheatham, III, "PTRAJ and CPPTRAJ: Software for Processing and Analysis of Molecular Dynamics Trajectory Data". J. Chem. Theory Comput., 2013, 9 (7), pp 3084-3095. »á²úÉúÁ½¸öÎļþ£ºpolyAT_vac_md1_12Acut.rms £¬polyAT_vac_md1_nocut.rms È»ºó¿ÉÒÔ»æÖÆrmsdËæÊ±¼ä±ä»¯ÇúÏßÁË£º >xmgrace polyAT_vac_md1_12Acut.rms polyAT_vac_md1_nocut.rms ͬÑù¿ÉÒÔÓÃmatlabÀ´»¡£ ¹Ù·½ÍøÕ¾µÄTutorialÊǸöºÃ¶«Î÷£¬´íÎó±È½ÏÉÙ£¬ºÜȨÍþ¡£ VMDʹÓ÷½·¨-windows ÓÃVMD¿ÉÊÓ»¯¹Û²âsimualtion¹ì¼£ http://ambermd.org/tutorials/basic/tutorial1/section3.htm (1)ÏÂÔØVMDÈí¼þwindows°æ±¾µ½×Ô¼ºµÄµçÄÔ¡£ https://www.ks.uiuc.edu/Research/vmd/ ÕâÊÇÒÁÀûŵÒÁ´óѧÏãéÄ·ÖУµÄ²úÆ·¡£ (2)°²×°VMD,²¢Æô¶¯ File -> New Molecule Ê×ÏÈ×°ÔØpolyAT_vac.prmtop Îļþ£¬ È»ºóÔÙ×°ÔØ¹ì¼£Îļþ polyAT_vac_md1_12Acut.mdcrd £¬¸ÃÎļþÒ»°ã½Ï´ó¡£ ×°ÔØokºó£¬¿ÉÒÔ¿´µ½ÈçÏ¿ÉÊÓ»¯½çÃæ£º £¨ÂÛ̳ÖÐÈçºÎ²åÈëͼƬ£¬°³»¹Ã»Ñ§»á£¬ËùÒÔÕâÀïµÄͼ¾Í²»ÏÔʾÁË ¡££© Part 4 ÒþʽÈܼÁÖÐ×îС»¯²¢ÔËÐÐMD ÉÏÊöSectionÒ»Ö±ÔÚÕæ¿ÕÖÐ(Vacuo)Ä£ÄâMD£¬½ÓÏÂÀ´ÔÚÒþʽÈܼÁ(implicit solvent)ÖÐÔËÐÐMD (1) ÔÚMDÄ£Äâǰ£¬ÊÍ·ÅϵͳRelaxing the System Prior to MD ÕâÒ»²½£¬»¹Ê¹ÓÃÔÀ´µÄprmtop and inpcrd Îļþ£¬(polyAT_vac.prmtop, polyAT_vac.inpcrd) Ê×ÏÈ´´½¨ÊäÈëÎļþ(polyAT_gb_init_min.in): polyA-polyT 10-mer: initial minimization prior to MD GB model &cntrl imin = 1, maxcyc = 500, ncyc = 250, ntb = 0, igb = 1, cut = 12 / ¿ÕÐÐ ÔËÐÐsander ÃüÁ×îС»¯ $AMBERHOME/bin/sander -O -i polyAT_gb_init_min.in -o polyAT_gb_init_min.out -c polyAT_vac.inpcrd -p polyAT_vac.prmtop -r polyAT_gb_init_min.rst ÊäÈë/Êä³öÎļþÊÇ£º Input files: polyAT_gb_init_min.in, polyAT_vac.inpcrd, polyAT_vac.prmtop Output files: polyAT_gb_init_min.out, polyAT_gb_init_min.rst ÕâÒ»²½´óÔ¼ÐèÒª30Ãë¡£ ´ò¿ª(polyAT_gb_init_min.out)Îļþ¿ÉÒÔ·¢ÏÖ£¬ÄÜÁ¿ÊÕÁ² NSTEP ENERGY RMS GMAX NAME NUMBER 1 -2.2247E+03 1.9139E+01 9.3100E+01 C2' 634 NSTEP ENERGY RMS GMAX NAME NUMBER 500 -3.3168E+03 8.7962E-01 6.8734E+00 N1 618 Éú³ÉеÄPDBÎļþ£º Again we can create PDB files for the start (polyAT_vac.inpcrd) and final structures (polyAT_gb_init_min.rst). [polyAT_gb_init_min.pdb]. $AMBERHOME/bin/ambpdb -p polyAT_vac.prmtop -c polyAT_gb_init_min.rst > polyAT_gb_init_min.pdb Ôʼ½á¹¹(green),ºÍ×îС»¯Ö®ºóµÄ(blue) savepdb DNA1 XXX.pdb &±£´æpdbµÄÃüÁî £¨2£©ÔÚ¹éÒ»»¯µÄ Born solvationÈܼÁÖÐÔËÐÐMD simulation ÉÏÒ»½Ú£¬ÎÒÃÇÔÚÕæ¿ÕÖÐÔËÐÐvacuo£¬½á¹û²»ÄÜÁîÈËÂúÒ⣬ÄÇÊÇÒòΪËü²»ÊÇÕæÊµµÄÉúÎïÌå»·¾³¡£ÕâÒ»½Ú£¬ÎÒÃÇÔÚBorn solvationÈܼÁÔÙ´ÎÔËÐÐMD¡£ Ê×ÏÈ£¬ÐèÒªÁ½¸öÀàËÆµÄÊäÈëÎļþmdin polyAT_gb_md1_12Acut.in :12.0 A long range cutoff, Generalized Born polyAT_gb_md1_nocut.in : no long range cutoff, Generalized Born polyAT_gb_md1_12Acut.in 10-mer DNA MD Generalise Born, 12A cut off &cntrl imin = 0, ntb = 0, igb = 1, ntpr = 100, ntwx = 100, ntt = 3, gamma_ln = 1.0, tempi = 300.0, temp0 = 300.0, nstlim = 100000, dt = 0.001, cut = 12 / ¿Õ¸ñ polyAT_gb_md1_nocut.in 10-mer DNA MD Generalise Born, no cut off &cntrl imin = 0, ntb = 0, igb = 1, ntpr = 100, ntwx = 100, ntt = 3, gamma_ln = 1.0, tempi = 300.0, temp0 = 300.0, nstlim = 100000, dt = 0.001, cut = 999 / ½ÓÏÂÀ´µÄ·ÂÕæ£¬ÐèÒªÓõ½ÉÏÃæÉú²úµÄ×îС»¯½á¹¹Îļþ£º polyAT_gb_init_min.rst MD·ÂÕæÃüÁîÈçÏ£º $AMBERHOME/bin/sander -O -i polyAT_gb_md1_12Acut.in -o polyAT_gb_md1_12Acut.out -c polyAT_gb_init_min.rst -p polyAT_vac.prmtop -r polyAT_gb_md1_12Acut.rst -x polyAT_gb_md1_12Acut.mdcrd $AMBERHOME/bin/sander -O -i polyAT_gb_md1_nocut.in -o polyAT_gb_md1_nocut.out -c polyAT_gb_init_min.rst -p polyAT_vac.prmtop -r polyAT_gb_md1_nocut.rst -x polyAT_gb_md1_nocut.mdcrd Õâ¸öMDÔËÐÐʱ¼ä±È½Ï³¤£¬Ã¿¸ö¶¼ÐèÒª1-5¸ö¶àСʱ¡£ ÊäÈëÎļþÊÇ: polyAT_gb_md1_12Acut.in, polyAT_gb_md1_nocut.in, polyAT_gb_init_min.rst, polyAT_vac.prmtop Êä³öÎļþ: polyAT_gb_md1_12Acut.out, polyAT_gb_md1_nocut.out, polyAT_gb_md1_12Acut.rst, polyAT_gb_md1_nocut.rst, polyAT_gb_md1_12Acut.mdcrd, polyAT_gb_md1_nocut.mdcrd ×¢£ºmdcrdÎļþ´óÔ¼15MB´óС¡£ ºÃ²»ÈÝÒ×£¬ÔËÐÐMD½áÊø£¬¿ÉÒÔ½øÐнá¹û·ÖÎöÁË¡£ £¨3£©½á¹û·ÖÎö ÓÉÓÚÓÃÓÚ½á¹û·ÖÎöµÄÎļþ½Ï¶à£¬ÐèÒª´´½¨Á½¸öÎļþ¼Ð¡£ mkdir polyAT_gb_md1_12Acut mkdir polyAT_gb_md1_nocut cd polyAT_gb_md1_12Acut process_mdout.perl ../polyAT_gb_md1_12Acut.out cd ../polyAT_gb_md1_nocut process_mdout.perl ../polyAT_gb_md1_nocut.out cd .. xmgrace ./polyAT_gb_md1_12Acut/summary.EPTOT ./polyAT_gb_md1_nocut/summary.EPTOT ×¢Ò⣺ xmgrace ./polyAT_gb_md1_12Acut/summary.EPTOT ./polyAT_gb_md1_nocut/summary.EPTOT Õâ¸öÃüÁîÊÇÓÃÀ´»ÊÆÄÜÇúÏߵģ¬Ôںܶà·þÎñÆ÷ÉÏûÓа²×°Õâ¸ö×é¼þ¡£ Òò´Ë£¬ÎÒÃÇ¿ÉÒÔÓÃMatlab»òexcelÀ´¸ù¾Ýsummary.EPTOTµÄÊý¾Ý½øÐлæÖÆÇúÏߣ¬ÐÔÖÊÊÇÒ»ÑùµÄ¡£ÊÆÄÜÇúÏß´óÖÂÈçÏ£º ÔÚ½ÓÏÂÀ´£¬ÎÒÃÇ·ÖÎö¾ù·½¸ùÎó²îRMSd Ê×ÏÈ´´½¨cpptraj ÊäÈëÎļþ polyAT_gb_md1_12Acut.calc_rmsÎļþ£º trajin polyAT_gb_md1_12Acut.mdcrd rms first mass out polyAT_gb_md1_12Acut.rms time 0.1 polyAT_gb_md1_nocut.calc_rmsÎļþ£º trajin polyAT_gb_md1_nocut.mdcrd rms first mass out polyAT_gb_md1_nocut.rms time 0.1 ÔËÐÐcpptrajÃüÁ $AMBERHOME/bin/cpptraj -p polyAT_vac.prmtop -i polyAT_gb_md1_12Acut.calc_rms $AMBERHOME/bin/cpptraj -p polyAT_vac.prmtop -i polyAT_gb_md1_nocut.calc_rms µÃµ½Á½¸öÊä³öÎļþ£¬Îª¾ù·½²îÎļþ£º polyAT_gb_md1_12Acut.rms polyAT_gb_md1_nocut.rms ͬÑù¿ÉÒÔÓÃMatlab»òexcel»æÖƾù·½²îÇúÏߣ¬´óÖÂÈçÏ ¸½£º×îºóÎÒÃÇ¿ÉÒÔÔÚ×Ô¼ºµÄµçÄÔÉÏÔËÐÐVMD£¬¿´DNA·ÂÕæÔËÐй켣¡£ Ê×ÏÈ×°ÔØÎļþpolyAT_vac.prmtop ²¢ then select AMBER7 Parm. Loadºó£¬ÔÙ¼ÓÔØ12AµÄ¹ì¼£ÎļþpolyAT_gb_md1_12Acut.mdcrd È»ºó¼´¿É²¥·Åvideo½øÐй켣¹Û²âÁË¡£ÈçÏÂͼ£º Part 5 ÏÔʽÈܼÁÖÐ×îС»¯²¢ÔËÐÐMD (explicit solvent) 5.1)ƽºâ²¢·ÂÕæÈܼÁ»¯µÄ10±¶ÌåpolyAT ¶ÔÔÓÐÕæ¿ÕÖнṹ½øÐÐÆ½ºâµÄÔÒò£¬¼°ÖÜÆÚÐԱ߽çÌõ¼þ¼ò½é (1)³õ²½×îС»¯ ·ÂÕæµÚÒ»²½£¬½¨Á¢ÊäÈëÎļþmdin polyAT_wat_min1.in polyA-polyT 10-mer: initial minimisation solvent + ions &cntrl imin = 1, maxcyc = 4000, ncyc = 2000, ntb = 1, ntr = 1, cut = 10.0 / Hold the DNA fixed 500.0 RES 1 20 END END Èç¹ûÊÇ60bp£¬Ôò¸ÄΪRES 1 120£¬Ô¼ÊøÔ×ÓÊÇ1µ½120£¨60¶Ô£© ·ÂÕæµÚ¶þ²½£¬sanderÃüÁîÔËÐÐ×îС»¯ £¨×¢Ò⣬ÎÒÃÇÔÚÃüÁîÐУ¨-ref£©ÉÏÓÐÒ»¸ö¶îÍâµÄÑ¡ÏÕâÆäʵÊÇÖ¸¶¨ÁËÐèÒªÔ¼ÊøµÄÔ×ӽṹ£¬ÔÚÕâÖÖÇé¿öÏ£¬ÎÒÃÇʹÓõÄÊÇinpcrdÎļþÖеijõʼ½á¹¹¡£ÎÒÃǽ«Ê¹ÓÃÔÚ±¾½Ì³Ì¿ªÊ¼Ê±´´½¨µÄÈܼÁ»¯prmtopºÍinpcrdÎļþ¡££© $AMBERHOME/bin/sander -O -i polyAT_wat_min1.in -o polyAT_wat_min1.out -p polyAT_wat.prmtop -c polyAT_wat.inpcrd -r polyAT_wat_min1.rst -ref polyAT_wat.inpcrd ÊäÈëÎļþÊÇ: polyAT_wat_min1.in, polyAT_wat.prmtop, polyAT_wat.inpcrd Êä³öÎļþÊÇ: polyAT_wat_min1.out, polyAT_wat_min1.rst Õâ¸ö×îС»¯¹ý³Ì´óÔ¼ÐèÒª3·ÖÖÓ¡£ Èç¹ûÔÚÕâÒ»²½½áÊøºó£¬ÎÒÃDz鿴.outÎļþ£¬¿ÉÒÔ·¢ÏÖ£¬van der Waals (VDWAALS and 1-4 VDW)ºÜ´ó£¬¾²µçÄÜelectrostatic energy (EEL)ϽµºÜ¶à£¬ËµÃ÷£¬Ë®ºÍDNAÓв»Á¼½Ó´¥£¬ÓÅ»¯Ò²ÐèÒª½øÒ»²½½øÐС£ (2)Õû¸öϵͳ×îС»¯ Ê×ÏÈÐèÒªÊäÈëÎļþmdin polyAT_wat_min2.in polyA-polyT 10-mer: initial minimisation whole system &cntrl imin = 1, maxcyc = 4000, ncyc = 2000, ntb = 1, ntr = 0, cut = 10.0 / È»ºó£¬ÓÃsanderÃüÁîÖ´ÐÐ×îС»¯£º £¨×¢Ò⣬Õâ¸öÃüÁîʹÓÃÁËÉϸö²½ÖèµÄrestraintÎļþ.rst£¬Ëüº¬ÓÐÉÏ´Î×îС»¯ºóµÄ×îÖսṹ£¬Òò´Ë£¬²»ÐèÒª³õʼµÄinpcrd½á¹¹ÎļþÁË¡££© $AMBERHOME/bin/sander -O -i polyAT_wat_min2.in -o polyAT_wat_min2.out -p polyAT_wat.prmtop -c polyAT_wat_min1.rst -r polyAT_wat_min2.rst pmemd.cuda -O -i polyAT_wat_min2.in -o polyAT_wat_min2.out -p polyAT_wat.prmtop -c polyAT_wat_min1.rst -r polyAT_wat_min2.rst ÊäÈëÎļþ: polyAT_wat_min2.in, polyAT_wat.prmtop, polyAT_wat_min1.rst (ÉÏÒ»²½µÄ½á¹¹Îļþ) Êä³öÎļþ: polyAT_wat_min2.out, polyAT_wat_min2.rst Õâ¸ö×îС»¯£¬´óÔ¼ÐèÒª6-20·ÖÖÓ¡£ ÕâÒ»²½×îС»¯ºó£¬ÎÒÃÇÐèÒª¿´¿´pdb½á¹¹ÒÀÈ»Îȶ¨£¬È»ºóÔÙ½øÐÐMD·ÂÕæ¡£ $AMBERHOME/bin/ambpdb -p polyAT_wat.prmtop < polyAT_wat.inpcrd > polyAT_wat.pdb $AMBERHOME/bin/ambpdb -p polyAT_wat.prmtop < polyAT_wat_min2.rst > polyAT_wat_min2.pdb Éú³ÉÁ½¸öpdbÎļþ£º(polyAT_wat.pdb, polyAT_wat_min2.pdb)£¬ÔÛÃÇ¿ÉÒÔÓÃVMD¹Û²ì¡£ ÔÚ±¾»úwindowsÉÏÆô¶¯VMD vmd File -> New Molecule (load the first pdb polyAT_wat.pdb) (3) »ùÓÚÈܼÁ´ø¼ÓÈȺʹøÔ¼ÊøµÄMD·ÂÕæ ÕâÊÇÒ»¸ö´øÈõλÖÃÔ¼ÊøµÄ20psµÄMD·ÂÕæ¡£ ÊäÈëÎļþpolyAT_wat_md1.in (ºóÃæÎÒÓиÄдµÄinÎļþ) polyA-polyT 10-mer: 20ps MD with res on DNA &cntrl imin = 0, irest = 0, ntx = 1, ntb = 1, cut = 10.0, ntr = 1, ntc = 2, ntf = 2, tempi = 0.0, temp0 = 300.0, ntt = 3, gamma_ln = 1.0, nstlim = 10000, dt = 0.002, ntpr = 100, ntwx = 100, ntwr = 1000 / Keep DNA fixed with weak restraints 10.0 RES 1 20 END END SanderÃüÁîÈçÏ£º $AMBERHOME/bin/sander -O -i polyAT_wat_md1.in -o polyAT_wat_md1.out -p polyAT_wat.prmtop -c polyAT_wat_min2.rst -r polyAT_wat_md1.rst -x polyAT_wat_md1.mdcrd -ref polyAT_wat_min2.rst pmemd.cuda -O -i polyAT_wat_md1.in -o polyAT_wat_md1.out -p polyAT_wat.prmtop -c polyAT_wat_min2.rst -r polyAT_wat_md1.rst -x polyAT_wat_md1.mdcrd -ref polyAT_wat_min2.rst ²ÉÓõÄÊÇÉϴεڶþ²½×îС»¯²úÉúµÄÔ¼ÊøÎļþxx_min2.rst ÊäÈëÎļþ: polyAT_wat_md1.in, polyAT_wat.prmtop, polyAT_wat_min2.rst Êä³öÎļþ: polyAT_wat_md1.out, polyAT_wat_md1.rst, polyAT_wat_md1.mdcrd Õâ¸öMD¹ý³Ì´óÔ¼ÐèÒª30·ÖÖÓ¡£ (4) ¶ÔÕû¸öϵͳÔËÐÐÆ½ºâ»¯µÄMD ·ÂÕæ Ê×ÏÈ£¬ÊäÈëÎļþÉè¼ÆÔËÐÐʱ¼äÊÇ100ps£¬ÒÔ±ãÓгä×ãʱ¼ärelax¡£ polyAT_wat_md2.in polyA-polyT 10-mer: 100ps MD &cntrl imin = 0, irest = 1, ntx = 7, ntb = 2, pres0 = 1.0, ntp = 1, taup = 2.0, cut = 10.0, ntr = 0, ntc = 2, ntf = 2, tempi = 300.0, temp0 = 300.0, ntt = 3, gamma_ln = 1.0, nstlim = 50000, dt = 0.002, ntpr = 100, ntwx = 100, ntwr = 1000 / ÕâÑù£¬ÉÏ´ÎÊÇ100Ö¡¹ì¼£Îļþ£¬Õâ´ÎÊÇ500Ö¡£¬¼ÓÆðÀ´ËùÒÔÊÇ600Ö¡¹ì¼£Îļþ(¼ûÏÂͼ)¡£ MDµÄsanderÃüÁîÈçÏ£º $AMBERHOME/bin/sander -O -i polyAT_wat_md2.in -o polyAT_wat_md2.out -p polyAT_wat.prmtop -c polyAT_wat_md1.rst -r polyAT_wat_md2.rst -x polyAT_wat_md2.mdcrd ×¢£ºÕâ´ÎʹÓõÄrestrt ÎļþÊǸոÕMD·ÂÕæ£¨²»ÊÇ×îС»¯·ÂÕæÊä³öµÄrstÎļþ£©Êä³öµÄrstÎļþ£¬ÒòΪËüº¬ÓÐ×îÖÕµÄMD ¿ò¼Ü¡¢ËٶȺÍÈÜÒººÐ×ÓÐÅÏ¢¡£velocities and box information. ÊäÈëÎļþ: polyAT_wat_md2.in, polyAT_wat.prmtop, polyAT_wat_md1.rst Êä³öÎļþ: polyAT_wat_md2.out, polyAT_wat_md2.rst, polyAT_wat_md2.mdcrd ÕâÀïµÄxx.mdcrdÎļþºÜ´ó£¬Ô¼45MB¡£ÔËÐÐʱ¼ä´óÔ¼2Сʱ¡£Èç¹ûÊÇ20¼î»ù¶Ô£¬ÔËÐг¬¹ý12Сʱ¡£ MDºǫ́ÔËÐз½·¨£º nohup + ÃüÁî + & ÔÙ°´ ctrl + d »òexit Í˳öshell¾Í¿ÉÒÔÁË¡£ 5.2) ·ÖÎö½á¹ûÒÔÈ·¶¨Îȶ¨ÐÔ ÕâÒ»²½ÓÐÐí¶à²ÎÊýÐèÒª·ÖÎö¼ø¶¨£¬ÒÔ±ãÈ·ÈÏÆ½ºâµÄÖÊÁ¿¡£°üÀ¨£º Potential, Kinetic and Total energy Temperature Pressure Volume Density RMSd ÊÆÄÜ¡¢¶¯ÄÜ¡¢×ÜÄÜÁ¿ ÎÂ¶È Ñ¹Á¦ Ìå»ý ÃÜ¶È ·½²î (1) ·ÖÎöÊä³öÎļþ ÔÚamberÃüÁîÐÐÖÐн¨Îļþ¼Ð£º mkdir analysis cd analysis process_mdout.perl ../polyAT_wat_md1.out ../polyAT_wat_md2.out ÔÚanalysisÎļþÖн«Êä³öÐí¶àsummaryÎļþ£¬±ÈÈçsummary.EPTOT£¬summary.EKTOT£¬ summary.ETOTµÈ¡£ ¿ÉÒÔÓÃmatlab »òexcel »³öÕâЩÎļþ(¶¼¿ÉÓÃultraedit´ò¿ª)ÖеÄÊý¾ÝÇúÏߣ¬ÈçÏÂͼËùʾ¡£ (2) ·ÖÎö¹ì¼£ ·ÖÎöDNAµÄ¹Ç¼Ü£¬ÊäÈëÎļþÊÇ£º polyAT_wat_calc_backbone_rms.in trajin polyAT_wat_md1.mdcrd trajin polyAT_wat_md2.mdcrd rms first out polyAT_wat_backbone.rms @P,O3',O5',C3',C4',C5' time 0.2 ¼ÆËã¹Ç¼ÜµÄRMSd£º $AMBERHOME/bin/cpptraj -p polyAT_wat.prmtop -i polyAT_wat_calc_backbone_rms.in Êä³öÎļþ£ºpolyAT_wat_backbone.rms ͬÑù¿ÉÒÔÓÃmatlab»³örmsµÄ×ßÊÆÍ¼¡£ ÓÉÓÚǰ20 psÊÇÓÐÔ¼ÊøµÄ£¬Òò´ËRMSdÎȶ¨£¬¶øºóÔÚÈ¥³ýÔ¼Êøºó£¬RMSdѸËÙ×߸ߡ£ (3) ¿ÉÊÓ»¯MD½á¹û Óñ¾»úµÄVMDÈí¼þ Step 1£º load the prmtop file (polyAT_wat.prmtop) £¬×¢ÒâҪѡÔñ£º "AMBER7 Parm" Step 2£º load the two trajectory files (polyAT_wat_md1.mdcrd, polyAT_wat_md2.mdcrd), ×¢Ò⣺Õâ´ÎÑ¡ÏîÊÇ AMBER Coordinates with Periodic Box as file type since our simulations are now periodic boundary runs with the box information stored in the trajectory file. 0ps 120ps ¿ÉÒÔ·¢ÏÖ£¬ÔÚMDºó³Ì£¬ÒòΪȥ³ýÁËÔ¼Êø£¬Ë®ÅÜÁË¡£ Èç¹ûֻѡÖС°all not water¡±¿É·¢ÏÖ£¨·½·¨ÈçÇ°ÃæµÄVMD²Ù×÷ËùÊö£©£¬¹Ç¼ÜÒ²Êܵ½Íþв¡£ (4) °Ñ¹ì¼£ÖØÓ³Éäµ½³õʼºÐ×Ó ÊäÈëÎļþÊÇ£º polyAT_wat_reimage.ptraj £¨´ËÄËÎļþÃû£© trajin polyAT_wat_md1.mdcrd trajin polyAT_wat_md2.mdcrd trajout polyAT_wat_md_reimaged.mdcrd center :1-20 image familiar ÓÃamberÃüÁ $AMBERHOME/bin/cpptraj -p polyAT_wat.prmtop -i polyAT_wat_reimage.ptraj Éú²úеĹ켣ÎļþpolyAT_wat_md_reimaged.mdcrd£¨±È½Ï´ó£¬ÖÁÉÙ100MB¶à£© Õâ»á½«md2¹ì¼£Îļþ¸½¼Óµ½md1Îļþ£¬¸ü¸Ä¹ì¼££¬Ê¹²Ð²î1µ½20µÄ¼¸ºÎÖÐÐÄ·ÅÖÃÔÚԵ㣬Ȼºó½«³õʼºÐ×ÓÍⲿµÄËùÓÐ×ø±êÓ³Éäµ½ºÐ×ÓboxÄÚ²¿¡£ÊìϤµÄ¹Ø¼ü×ÖÈ·±£cpptraj½«ºÐ×Óд³ÉÊìϤµÄ½Ø¶Ï°ËÃæÌå¶ø²»ÊÇĬÈϵÄÈýб³ÉÏñ¡£×îºó£¬×ª»»ºóµÄ¹ì¼£½«±»Ð´ÈëpolyAT_wat_md_reimaged.mdcrd¡£ ÏÖÔÚ£¬ÔÛÃÇ¿ÉÒÔÔÚVMDÖдò¿ª´Ë¹ì¼£Îļþ£¬»á·¢ÏÖÎÒÃǵķÉË®µÎ¸üÍêÕû¡£ÔÚvmdÖнøÐбíʾ¡¢È¥³ýË®²¢½ö¹Û²ìDNAµÈ¡£¹Û²ìÔڹرÕÔ¼ÊøºóµÄǰ20psºóDNA·Ö×ӵĶ¯Ì¬ÈçºÎ±ä»¯¡£´ËÍ⣬ÎÒÃÇ»¹¿ÉÒԹ۲쵽£¬ÏÖÔÚµÄDNAÁ´±ÈÔÚÕæ¿ÕÄ£ÄâÖиüÎȶ¨¡£ 5.3) Summary Õâ¸ö½Ì³ÌÖ÷Òª°üº¬Á˳õʼPDBÎļþµÄ´´½¨£¬ÒÔ¼°pdbÎļþÐÞ¸Ä(±ÈÈç¼ÓÈëÖÐÐÔÔ×Ó£¬¼ÓË®ºÐ×ÓµÈ)£¬ÒÔÊÊÓ¦LEaP¼ÓÔØ£¨tleapÓУ¬xleapûÓУ©¡£´ËÍ⣬»¹°üº¬ÈçºÎÖк͸ÃDNA½á¹¹£¬ÈçºÎÈܽâÔÚË®ÖУ¬ÈçºÎ´´½¨MDÊäÈëÎļþ(xx.in)£¬ÒÔ¼°ÈçºÎ²ÉÓÃsanderÃüÁîÔËÐÐMD¡£ ÐèҪעÒâµÄÊÇ£¬ÔÛÃǵÃѧ»áÊäÈëÎļþÖÐÿһÐвÎÊýµÄ¾ßÌ庬ÒåºÍÓ÷¨£¬È»ºóÊÇÔÚÕæ¿Õ¡¢ÒþÐÔÈܼÁ¡¢ÏÔÐÔÈܼÁÖÐÔËÐÐMD·ÂÕæ¡£ÔÚ¸ÃtutorialÖУ¬»¹ÓÐ×îС»¯¡¢Æ½ºâµÈ¸ÅÄîÐèÒªÕÆÎÕ¡£×îºó£¬¼òµ¥µÄ½á¹û·ÖÎöºÍ¹ì¼£Îļþ¿ÉÊÓ»¯Ò²ÊÇÔÛÃÇÐèÒªÁ˽âµÄ¡£ÓÈÆäÊÇVMDÈí¼þ¹¦ÄÜÇ¿´ó£¬²»½ö¿ÉÊÓ»¯£¬»¹¿ÉÒÔ½øÐÐÆ×ÃܶȼÆËãºÍ¾ßÓÐÐźŴ¦Àísignal processing¹¦ÄÜ¡£ ×¢£º ÕýÒòΪVMDµÄ¹¦ÄܺÜÇ¿´ó£¬ÌرðÊÇÔÚÆ×ÃܶȼÆËãºÍsignal processing·½Ã棬°³»¹Ã»ÓÐÍêÈ«¸ãÃ÷°×£¬¹Ê½è´Ë»ú»á£¬ÇóÖú¸÷λ´óÉñ£¬Èç¹ûÓÐÓùý»òÖªµÀÔõôÓ㬿ɷ¢ÌûÓë´ó¼Ò¹²Ïí¡£ Georgecumt ÓÚ Library of Lancaster University, U.K. 2018.11.12. |
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