Author(s):
A. Keerthika, K. Bhavya Sri, Mogili Sumakanth
Email(s):
bhavya.kagga@gmail.com
DOI:
10.52711/2231-5659.2026.00042 
Address:
A. Keerthika1, K. Bhavya Sri2, Mogili Sumakanth3
1Research Student, Department of Pharmaceutical Analysis, RBVRR Women’s College of Pharmacy, Barkatpura, Hyderabad - 500027, India.
2Professor, Department of Pharmaceutical Analysis, RBVRR Women’s College of Pharmacy, Barkatpura, Hyderabad - 500027, India.
3Professor and Principal, Department of Pharmaceutical Chemistry, RBVRR Women’s College of Pharmacy, Barkatpura, Hyderabad - 500027, India.
*Corresponding Author
Published In:
Volume - 16,
Issue - 3,
Year - 2026
ABSTRACT:
Chemometric methods combined with Nuclear Magnetic Resonance spectroscopy play a crucial role in the analysis and characterization of complex chemical mixtures. Multivariate data analysis techniques like Principal Component Analysis and Partial Least Squares are applied to NMR data, helping to uncover hidden patterns and relationships in large datasets. These approaches improve the interpretation of NMR spectra, enabling the identification and quantification of chemical components, even when signals overlap. In various fields, such as food, pharmaceuticals, and environmental analysis, the integration of chemometrics with NMR allows for high-throughput screening, quality control, and authentication of products. Chemometrics can help reduce the complexity of raw NMR data by extracting relevant information that correlates with specific chemical properties, which might be challenging to discern manually. The combination of these approaches provides more reliable, efficient, and reproducible results, making them indispensable in modern chemical analysis. This synergy enables the identification of chemical markers for authenticity, the detection of adulterants, and the monitoring of quality changes over time. Furthermore, chemometric models can predict key properties of substances based on their NMR spectral profiles, facilitating the optimization of production processes and enhancing product development. Overall, chemometrics coupled with NMR offers a powerful platform for comprehensive chemical analysis, ensuring accurate and meaningful insights across diverse applications.
Cite this article:
A. Keerthika, K. Bhavya Sri, Mogili Sumakanth. Integrating Chemometrics with NMR Spectroscopy: A Novel Approach for Structural and Quantitative Analysis - A Review. Asian Journal of Research in Pharmaceutical Sciences. 2026; 16(3):287-2. doi: 10.52711/2231-5659.2026.00042
Cite(Electronic):
A. Keerthika, K. Bhavya Sri, Mogili Sumakanth. Integrating Chemometrics with NMR Spectroscopy: A Novel Approach for Structural and Quantitative Analysis - A Review. Asian Journal of Research in Pharmaceutical Sciences. 2026; 16(3):287-2. doi: 10.52711/2231-5659.2026.00042 Available on: https://www.ajpsonline.com/AbstractView.aspx?PID=2026-16-3-11
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