Chinese Journal of Magnetic Resonance ›› 1999, Vol. 16 ›› Issue (5): 441-447.

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ON 13C NMR SPECTROSCOPY: APPROACH TO QUANTITATIVE MOLECULAR MODELLING (QMM) FOR CHEMICAL SHIFT SUM IN (CSS) IN ALKANES BY MULTIPLE LINEAR REGRESSION (MLR) WITH SUBGRAPH INDEX VECTOR (VSG)

Yuan Xiaoyan1,2, Chen Gang1, Qiu Ximin3, Yang Nanlin1, Sheng Qiting1, Li Zhiliang1   

  1. College of Chemistry and Chemical Engineering, Institute of Chemometrics and Parmacy ICP, Hunan University, Changsha 410082
  • Received:1999-02-08 Revised:1999-07-14 Published:1999-10-05 Online:2018-01-13

Abstract: Systematic studies were made on graph theory in quantitative structure-activity/property relationships (QSAR/QSPR). Here Quantitative Molecular Modelling (QMM) was done on quantitative structure-spectrum relationship (QSSR) studies. The regularity of chemical shift sum (CSS) for 13C NMR in 65 alkanes was modelled and/or predicted by using a set of novel chemical graph indices, called molecular topological subgraph index vector (VMSG). The newly developed SGI descriptors with R>0.95 as an equation of multiple variables:CSS=bqgq=b *g=-35. 266+29. 219g1+37. 493g2+20. 707g3+30. 015g4+37. 547g5+88. 378g6+49. 369 g7+92. 211g8+41. 276g9+63. 070g10, n=65, R=0. 9901, SD=8. 9466, F=268. 34, U=214779. 00, Q=4322. 2188; CV:n=65, R2=0. 9587, SD=12. 9468, F=125. 31, where q=1 to 10(I, E, 2M, 3M, 4M, 3E, 4P, 4iP, 4tB, 3Dm), g ave good results.

Key words: Quantitative structure-activity/property/spectrum relationships (QSAR/QSPR/QSSR), Quantitative molecular modelling (QMM), Chemical shift sum (CSS), 13C NMR, Alkanes, Integrator molecular topological subgraph vector (VMSG,g)