Structural analysis of anti-cancer drug compounds using distance-based molecular descriptors and regression models

被引:0
|
作者
A. Berin Greeni [1 ]
Micheal Arockiaraj [2 ]
S. Gajavalli [1 ]
Tariq Aziz [3 ]
Metab Alharbi [4 ]
机构
[1] Vellore Institute of Technology,School of Advanced Sciences
[2] Loyola College,Department of Mathematics
[3] University of Ioannina,Laboratory of Animal Health Food Hygiene and Quality
[4] King Saud University,Department of Pharmacology and Toxicology, College of Pharmacy
关键词
D O I
10.1140/epje/s10189-025-00481-8
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Distance-Based Analysis with Quantile Regression Models
    Li, Shaoyu
    Sun, Yanqing
    Diao, Liyang
    Wang, Xue
    STATISTICS IN BIOSCIENCES, 2021, 13 (02) : 291 - 312
  • [2] Distance-Based Analysis with Quantile Regression Models
    Shaoyu Li
    Yanqing Sun
    Liyang Diao
    Xue Wang
    Statistics in Biosciences, 2021, 13 : 291 - 312
  • [3] QSPR analysis of distance-based structural indices for drug compounds in tuberculosis treatment
    Arockiaraj, Micheal
    Campena, Francis Joseph H.
    Greeni, A. Berin
    Ghani, Muhammad Usman
    Gajavalli, S.
    Tchier, Fairouz
    Jan, Ahmad Zubair
    HELIYON, 2024, 10 (02)
  • [4] Structural regression modelling of peptide based drug delivery vectors for targeted anti-cancer therapy
    Christian, Yvonne
    Redkar, Amay Sanjay
    Kumar, Naveen
    Jancy, Shine Varghese
    Chandrasekharan, Aneesh
    Santhoshkumar, Thankayyan Retnabai
    Ramakrishnan, Vibin
    DRUG DELIVERY AND TRANSLATIONAL RESEARCH, 2025, 15 (04) : 1284 - 1298
  • [5] Anti-cancer drug development using bioactive compounds from Tillandsia recurvata in mouse models of human cancer
    Lowe, Henry
    Bryant, Joseph
    Bahado-Singh, Perceval
    Morrison, Errol
    CANCER RESEARCH, 2012, 72
  • [6] Molecular structural modeling and physical characteristics of anti-breast cancer drugs via some novel topological descriptors and regression models
    Meharban, Summeira
    Ullah, Asad
    Zaman, Shahid
    Hamraz, Anila
    Razaq, Abdul
    CURRENT RESEARCH IN STRUCTURAL BIOLOGY, 2024, 7
  • [7] Machine Learning Regression Models for Predicting Anti-Cancer Drug Properties: Insights from Topological Indices in QSPR Analysis
    Kour, Simran
    Sankar, J. Ravi
    CONTEMPORARY MATHEMATICS, 2024, 5 (04): : 6515 - 6526
  • [8] STRUCTURAL ELUCIDATION OF CHITOSAN BASED HETEROCYCLIC COMPOUNDS OF ANTI-MICROBIAL AND ANTI-CANCER ACTIVITY
    Malarselvi, R. Ida
    Deepika, A.
    Raja, C. Ramachandra
    Priscilla, R.
    INTERNATIONAL JOURNAL OF PHARMACEUTICAL SCIENCES AND RESEARCH, 2020, 11 (06): : 2685 - 2691
  • [9] A Computational Approach to Predictive Modeling Using Connection-Based Topological Descriptors: Applications in Coumarin Anti-Cancer Drug Properties
    Hayat, Sakander
    Wazzan, Suha
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2025, 26 (05)
  • [10] Exploring the Symmetry of Curvilinear Regression Models for Enhancing the Analysis of Fibrates Drug Activity through Molecular Descriptors
    Wazzan, Suha
    Ozalan, Nurten Urlu
    SYMMETRY-BASEL, 2023, 15 (06):