QSPR Analysis of Some Phenolic Compounds Present in Moringa Oleifera

References

• J. B. Liu, J. Zhao, J. Min, and J. Cao, “The Hosoya Index of Graphs Formed by a Fractal Graph,” Fractals 27, no. 08 (2019): 1950135. doi:10.1142/S0218348X19501354
   Web of Science ®Google Scholar
• J. B. Liu, C. Wang, S. Wang, and B. Wei, “Zagreb Indices and Multiplicative Zagreb Indices of Eulerian Graphs,” Bulletin of the Malaysian Mathematical Sciences Society 42, no. 1 (2019): 67–78. doi:10.1007/s40840-017-0463-2
   Web of Science ®Google Scholar
• J. B. Liu, and X. F. Pan, “Minimizing Kirchhoff Index among Graphs with a Given Vertex Bipartiteness,” Applied Mathematics and Computation 291 (2016): 84–8. doi:10.1016/j.amc.2016.06.017
   Web of Science ®Google Scholar
• J. B. Liu, S. I. Butt, J. Nasir, A. Aslam, A. Fahad, and J. Soontharanon, “Jensen-Mercer Variant of Hermite-Hadamard Type Inequalities via Atangana-Baleanu Fractional Operator,” AIMS Mathematics 7, no. 2 (2022): 2123–41. doi:10.3934/math.2022121
   Web of Science ®Google Scholar
• Balaban, A. T., and Devillers, J. (Eds.). Topological Indices and Related Descriptors in QSAR and QSPAR (Boca Raton, FL: CRC Press, 2014), 11–20.
   Google Scholar
• R. Todeschini, and V. Consonni, Handbook of Molecular Descriptors (Hoboken, NJ: John Wiley & Sons, 2008).
   Google Scholar
• G. Liu, M. K. Siddiqui, S. Manzoor, M. Naeem, and D. Abalo, “On Curvilinear Regression Analysis via Newly Proposed Entropies for Some Benzene Models,” Complexity 2022 (2022): 1–14. doi:10.1155/2022/4416647
   Google Scholar
• S. Mondal, N. De, and A. Pal, “Neighborhood Degree Sum-Based Molecular Descriptors of Fractal and Cayley Tree Dendrimers,” European Physical Journal plus 136, no. 3 (2021): 303. doi:10.1140/epjp/s13360-021-01292-4
   PubMed Web of Science ®Google Scholar
• J. C. Dearden, “The Use of Topological Indices in QSAR and QSPR Modeling,” in Advances in QSAR Modeling (Cham, Switzerland: Springer, 2017), 57–88.
   Google Scholar
• K. Maharatna, M. R. Kanjilal, S. C. Konar, S. Nandi, and K. Das, Computational Advancement in Communication Circuits and Systems (Singapore: Springer, 2020), 22–32.
   Google Scholar
• M. C. Shanmukha, N. S. Basavarajappa, K. C. Shilpa, and A. Usha, “To Degree-Based Topological Indices on Anticancer Drugs with QSPR Analysis,” Heliyon 6, no. 6 (2020): e04235. Erratum 1-12. doi:10.1016/j.heliyon.2020.e04235
   PubMed Web of Science ®Google Scholar
• M. F. Nadeem, M. Imran, H. M. A. Siddiqui, M. Azeem, A. Khalil, and Y. Ali, “Topological Aspects of Metal-Organic Structure with the Help of Underlying Networks,” Arabian Journal of Chemistry 14, no. 6 (2021): 103157. doi:10.1016/j.arabjc.2021.103157
   Web of Science ®Google Scholar
• Z. Ahmad, Z. S. Mufti, M. F. Nadeem, H. Shaker, and H. M. A. Siddiqui, “Theoretical Study of Energy, Inertia and Nullity of Phenylene and Anthracene,” Open Chemistry 19, no. 1 (2021): 541–7. doi:10.1515/chem-2020-0160
   Web of Science ®Google Scholar
• Z. Ahmad, M. Naseem, M. Naseem, M. K. Jamil, M. F. Nadeem, and S. Wang, “Eccentric Connectivity Indices of Titania Nanotubes TiO2 [m; n],” Eurasian Chemical Communications 2, no. 6 (2020): 712–21. doi:10.33945/SAMI/ECC.2020.6.8
   Google Scholar
• A. N. Koam, A. Ahmad, and M. F. Nadeem, “Comparative Study of Valency-Based Topological Descriptor for Hexagon Star Network,” Computer Systems Science and Engineering 36, no. 2 (2021): 293–306. doi:10.32604/csse.2021.014896
   Web of Science ®Google Scholar
• X. Zhang, X. Wu, S. Akhter, M. K. Jamil, J. B. Liu, and M. R. Farahani, “Edge-Version Atom-Bond Connectivity and Geometric Arithmetic Indices of Generalized Bridge Molecular Graphs,” Symmetry 10, no. 12 (2018): 751–86. doi:10.3390/sym10120751
   Google Scholar
• X. Zhang, H. M. Awais, M. Javaid, and M. K. Siddiqui, “Multiplicative Zagreb Indices of Molecular Graphs,” Journal of Chemistry 2019 (2019): 1–19. doi:10.1155/2019/5294198
   Web of Science ®Google Scholar
• X. Zhang, A. Rauf, M. Ishtiaq, M. K. Siddiqui, and M. H. Muhammad, “On Degree Based Topological Properties of Two Carbon Nanotubes,” Polycyclic Aromatic Compounds 42, no. 3 (2022): 866–84. doi:10.1080/10406638.2020.1753221
   Web of Science ®Google Scholar
• X. Zhang, H. Jiang, J. B. Liu, and Z. Shao, “The Cartesian Product and Join Graphs on Edge-Version Atom-Bond Connectivity and Geometric Arithmetic Indices,” Molecules 23, no. 7 (2018): 1–17. doi:10.3390/molecules23071731
   Web of Science ®Google Scholar
• X. Zhang, M. Naeem, A. Q. Baig, and M. A. Zahid, “Study of Hardness of Superhard Crystals by Topological Indices,” Journal of Chemistry 2021 (2021): 1–10. doi:10.1155/2021/9604106
   Web of Science ®Google Scholar
• X. Zhang, M. K. Siddiqui, S. Javed, L. Sherin, F. Kausar, and M. H. Muhammad, “Physical Analysis of Heat for Formation and Entropy of Ceria Oxide Using Topological Indices,” Combinatorial Chemistry & High Throughput Screening 25, no. 3 (2022): 441–50. doi:10.2174/1386207323999201001210832
   PubMed Web of Science ®Google Scholar
• P. Colson, J. M. Rolain, J. C. Lagier, P. Brouqui, and D. Raoult, “Chloroquine and Hydroxychloroquine as Available Weapons to Fight COVID-19,” International Journal of Antimicrobial Agents 55, no. 4 (2020): 105932. doi:10.1016/j.ijantimicag.2020.105932
   PubMed Web of Science ®Google Scholar
• G. Oboh, A. O. Ademiluyi, A. O. Ademosun, T. A. Olasehinde, S. I. Oyeleye, A. A. Boligon, and M. L. Athayde, “Phenolic Extract from Moringa Oleifera Leaves Inhibits Key Enzymes Linked to Erectile Dysfunction and Oxidative Stress in Rats Penile Tissues,” Biochemistry Research International 10 (2015): 1–19. (2015)
   Google Scholar
• M. A. Hassan, T. Xu, Y. Tian, Y. Zhong, F. A. Z. Ali, X. Yang, and B. Lu, “Health Benefits and Phenolic Compounds of Moringa Oleifera Leaves: A Comprehensive Review,” Phytomedicine : international Journal of Phytotherapy and Phytopharmacology 93 (2021): 153771, 1–19. doi:10.1016/j.phymed.2021.153771
   Web of Science ®Google Scholar
• M. Prabakaran, S. H. Kim, A. Sasireka, M. Chandrasekaran, and I. M. Chung, “Polyphenol Composition and Antimicrobial Activity of Various Solvent Extracts from Different Plant Parts of Moringa Oleifera,” Food Bioscience 26 (2018): 23–9. doi:10.1016/j.fbio.2018.09.003
   Web of Science ®Google Scholar
• R. G. Singh, P. S. Negi, and C. Radha, “Phenolic Composition, Antioxidant and Antimicrobial Activities of Free and Bound Phenolic Extracts of Moringa Oleifera Seed Flour,” Journal of Functional Foods 5, no. 4 (2013): 1883–91. doi:10.1016/j.jff.2013.09.009
   Web of Science ®Google Scholar
• B. Vongsak, P. Sithisarn, S. Mangmool, S. Thongpraditchote, Y. Wongkrajang, and W. Gritsanapan, “Maximizing Total Phenolics, Total Flavonoids Contents and Antioxidant Activity of Moringa Oleifera Leaf Extract by the Appropriate Extraction Method,” Industrial Crops and Products 44 (2013): 566–71. doi:10.1016/j.indcrop.2012.09.021
   Web of Science ®Google Scholar
• L. Fu, W. Lu, and X. Zhou, “Phenolic Compounds and in Vitro Antibacterial and Antioxidant Activities of Three Tropic Fruits: Persimmon, Guava, and Sweetsop,” BioMed Research International 2016 (2016): 4287461. doi:10.1155/2016/4287461
   PubMed Web of Science ®Google Scholar
• T. O. Jimoh, “Enzymes Inhibitory and Radical Scavenging Potentials of Two Selected Tropical Vegetable (Moringa Oleifera and Telfairia occidentalis) Leaves Relevant to Type 2 Diabetes Mellitus,” Revista Brasileira de Farmacognosia 28, no. 1 (2018): 73–9. doi:10.1016/j.bjp.2017.04.003
   Google Scholar
• G. Oboh, O. M. Agunloye, S. A. Adefegha, A. J. Akinyemi, and A. O. Ademiluyi, “Caffeic and Chlorogenic Acids Inhibit Key Enzymes Linked to Type 2 Diabetes (in Vitro): A Comparative Study,” Journal of Basic and Clinical Physiology and Pharmacology 26, no. 2 (2015): 165–70. doi:10.1515/jbcpp-2013-0141
   PubMedGoogle Scholar
• A. Asgari-Kafrani, M. Fazilati, and H. Nazem, “Hepatoprotective and Antioxidant Activity of Aerial Parts of Moringa Oleifera in Prevention of Non-Alcoholic Fatty Liver Disease in Wistar Rats,” South African Journal of Botany 129 (2020): 82–90. doi:10.1016/j.sajb.2019.01.014
   Web of Science ®Google Scholar
• W. Khan, R. Parveen, K. Chester, S. Parveen, and S. Ahmad, “Hypoglycemic Potential of Aqueous Extract of Moringa Oleifera Leaf and in Vivo GC-MS Metabolomics,” Frontiers in Pharmacology 8 (2017): 577–87. doi:10.3389/fphar.2017.00577
   PubMed Web of Science ®Google Scholar
• N. K. Amaglo, R. N. Bennett, R. B. Lo Curto, E. A. S. Rosa, V. Lo Turco, A. Giuffrida, A. L. Curto, F. Crea, and G. M. Timpo, “Profiling Selected Phytochemicals and Nutrients in Different Tissues of the Multipurpose Tree Moringa Oleifera L., Grown in Ghana,” Food Chemistry 122, no. 4 (2010): 1047–54. doi:10.1016/j.foodchem.2010.03.073
   Web of Science ®Google Scholar
• M. M. Almatrafi, M. Vergara-Jimenez, A. G. Murillo, G. H. Norris, C. N. Blesso, and M. L. Fernandez, “Moringa Leaves Prevent Hepatic Lipid Accumulation and Inflammation in Guinea Pigs by Reducing the Expression of Genes Involved in Lipid Metabolism,” International Journal of Molecular Sciences 18, no. 7 (2017): 13–30. doi:10.3390/ijms18071330
   Web of Science ®Google Scholar
• G. Montenegro, M. C. Portaluppi, F. A. Salas, and M. F. Díaz, “Biological Properties of the Chilean Native Moss Sphagnum Magellanicum,” Biological Research 42, no. 2 (2009): 233–7. doi:10.4067/S0716-97602009000200012
   PubMed Web of Science ®Google Scholar
• J. Sharifi-Rad, C. Quispe, C. M. S. Castillo, R. Caroca, M. A. Lazo-Vélez, H. Antonyak, A. Polishchuk, R. Lysiuk, P. Oliinyk, L. De Masi, et al. “Ellagic Acid: A Review on Its Natural Sources, Chemical Stability, and Therapeutic Potential,” Oxidative Medicine and Cellular Longevity 2022 (2022): 3848084. doi:10.1155/2022/3848084
   PubMed Web of Science ®Google Scholar
• N. Arafat, W. F. Awadin, R. A. El-Shafei, V. M. Farag, and R. M. Saleh, “Protective Role of Moringa oeifera Leaves Extract against Gentamicin-Induced Nephro-and Hepato-Toxicity in Chickens,” Alexandria Journal of Veterinary Sciences 59, no. 1 (2018): 173–83. doi:10.5455/ajvs.299702
   Google Scholar
• J. Y. Bae, J. S. Choi, S. W. Kang, Y. J. Lee, J. Park, and Y. H. Kang, “Dietary Compound Ellagic Acid Alleviates Skin Wrinkle and Inflammation Induced by UVB Irradiation,” Experimental Dermatology 19, no. 8 (2010): e182–90. doi:10.1111/j.1600-0625.2009.01044.x
   Google Scholar
• H. M. Zhang, “Research Progress on the Anticarcinogenic Actions and Mechanisms of Ellagic Acid,” Cancer Biology & Medicine 11, no. 2 (2014): 92–102.
   PubMedGoogle Scholar
• A. Y. Chen, and Y. C. Chen, “A Review of the Dietary Flavonoid, Kaempferol on Human Health and Cancer Chemoprevention,” Food Chemistry 138, no. 4 (2013): 2099–107. doi:10.1016/j.foodchem.2012.11.139
   PubMed Web of Science ®Google Scholar
• S. M. Ezzat, M. H. El Bishbishy, N. M. Aborehab, M. M. Salama, A. Hasheesh, A. A. Motaal, H. Rashad, and F. M. Metwally, “Upregulation of MC4R and PPAR-α Expression Mediates the anti-Obesity Activity of Moringa Oleifera Lam. in High-Fat Diet-Induced Obesity in Rats,” Journal of Ethnopharmacology 251 (2020): 112541. doi:10.1016/j.jep.2020.112541
   PubMedGoogle Scholar
• G. Karthivashan, A. U. Kura, P. Arulselvan, N. M. Isa, and S. Fakurazi, “The Modulatory Effect of Moringa Oleifera Leaf Extract on Endogenous Antioxidant Systems and Inflammatory Markers in an Acetaminophen-Induced Nephrotoxic Mice Model,” Peerj 4 (2016): e2127. doi:10.7717/peerj.2127
   PubMed Web of Science ®Google Scholar
• H. Luo, G. O. Rankin, Z. Li, L. DePriest, and Y. C. Chen, “Kaempferol Induces Apoptosis in Ovarian Cancer Cells through Activating p53 in the Intrinsic Pathway,” Food Chemistry 128, no. 2 (2011): 513–9. doi:10.1016/j.foodchem.2011.03.073
   PubMed Web of Science ®Google Scholar
• X. Song, L. Tan, M. Wang, C. Ren, C. Guo, B. Yang, Y. Ren, Z. Cao, Y. Li, and J. Pei, “Myricetin: A Review of the Most Recent Research,” Biomedicine & Pharmacotherapy 134 (2021): 111017. doi:10.1016/j.biopha.2020.111017
   PubMed Web of Science ®Google Scholar
• Y. Xie, Y. Wang, W. Xiang, Q. Wang, and Y. Cao, “Molecular Mechanisms of the Action of Myricetin in Cancer,” Mini Reviews in Medicinal Chemistry 20, no. 2 (2020): 123–33. doi:10.2174/1389557519666191018112756
   PubMed Web of Science ®Google Scholar
• F. Mafi, S. Biglari, A. G. Afousi, and A. A. Gaeini, “Improvement in Skeletal Muscle Strength and Plasma Levels of Follistatin and Myostatin Induced by an 8-Week Resistance Training and Epicatechin Supplementation in Sarcopenic Older Adults,” Journal of Aging and Physical Activity 27, no. 3 (2019): 384–91. doi:10.1123/japa.2017-0389
   PubMed Web of Science ®Google Scholar
• C. E. Maddox, L. M. Laur, and L. Tian, “Antibacterial Activity of Phenolic Compounds against the Phytopathogen Xylella fastidiosa,” Current Microbiology 60, no. 1 (2010): 53–8. doi:10.1007/s00284-009-9501-0
   PubMed Web of Science ®Google Scholar
• Y. T. Tung, J. H. Wu, Y. H. Kuo, and S. T. Chang, “Antioxidant Activities of Natural Phenolic Compounds from Acacia Confusa Bark,” Bioresource Technology 98, no. 5 (2007): 1120–3. doi:10.1016/j.biortech.2006.04.017
   PubMed Web of Science ®Google Scholar
• X. Li, I. Gutman, and M. Randic, “Mathematical Aspects of Randic-Type Molecular Structure Descriptors,” University, Faculty of Science 31, no. 4 (2006): 89–92.
   Google Scholar
• D. Amic, D. Beslo, B. Lucic, S. Nikolic, and N. Trinajstic, “The Vertex-Connectivity Index Revisited,” Journal of Chemical Information and Computer Sciences 38, no. 5 (1998): 819–22. doi:10.1021/ci980039b
   Google Scholar
• B. Bollobas, and P. Erdos, “Graphs of Extremal Weights,” Ars Combinatoria 50 (1998): 225–33.
   Web of Science ®Google Scholar
• E. Estrada, L. Torres, L. Odriguez, and I. Gutman, “An Atom-Bond Connectivity Index: Modelling the Enthalpy of Formation of Alkanes,” Indian Journal of Chemistry 37A (1998): 849–55.
   Google Scholar
• W. Gao, W. F. Wang, M. K. Jamil, R. Farooq, and M. R. Farahani, “Generalized Atom-Bond Connectivity Analysis of Several Chemical Molecular Graphs,” Bulgarian Chemical Communications 48, no. 3 (2016): 543–49.
   Google Scholar
• D. Vukicevic, and B. Furtula, “Topological Index Based on the Ratios of Geometrical and Arithmetical Means of End-Vertex Degrees of Edges,” Journal of Mathematical Chemistry 46, no. 4 (2009): 1369–76. doi:10.1007/s10910-009-9520-x
   Web of Science ®Google Scholar
• K. C. Das, and I. Gutman, “Some Properties of the Second Zagreb Index,” MATCH Communications in Mathematical and in Computer Chemistry 52, no. 1 (2004): 3–10.
   Google Scholar
• I. Gutman, and N. Trinajstic, “Graph Theory and Molecular Orbitals. Total Electron Energy of Alternant Hydrocarbons,” Chemical Physics Letters 17, no. 4 (1972): 535–8. doi:10.1016/0009-2614(72)85099-1
   Web of Science ®Google Scholar
• I. Gutman, B. Ru??Ić, N. Trinajstić, and C. F. Wilcox, “Graph Theory and Molecular Orbitals. XII. Acyclic Polyenes,” The Journal of Chemical Physics 62, no. 9 (1975): 3399–405. doi:10.1063/1.430994
   Web of Science ®Google Scholar
• G. H. Shirdel, H. Rezapour, and A. M. Sayadi, “The Hyper-Zagreb Index of Graph Operations,” Iranian Journal of Mathematical Chemistry 4, no. 2 (2013): 213–20.
   Google Scholar
• B. Furtula, and I. Gutman, “A Forgotten Topological Index,” Journal of Mathematical Chemistry 53, no. 4 (2015): 1184–90. doi:10.1007/s10910-015-0480-z
   Web of Science ®Google Scholar
• D. Wang, Y. Huang, and B. Liu, “Bounds on Augmented Zagreb Index,” MATCH Communications in Mathematical and in Computer Chemistry 68 (2011): 209–16.
   Web of Science ®Google Scholar
• P. S. Ranjini, V. Lokesha, and A. Usha, “Relation between Phenylene and Hexagonal Squeeze Using Harmonic Index,” International Journal of Graph Theory 1, no. 4 (2013): 116–21.
   Google Scholar