1
|
Liu M, Liu J, Wang Q, Song P, Li H, Sun Z, Shi C, Dong W. Quantitative analysis of low-content impurity crystal forms in canagliflozin tablets by NIR solid-state analysis technique. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024; 311:124000. [PMID: 38350412 DOI: 10.1016/j.saa.2024.124000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 01/05/2024] [Accepted: 02/04/2024] [Indexed: 02/15/2024]
Abstract
Canagliflozin (CFZ) tablets was a commercially new class of anti-diabetic drug, CFZ had various anhydrate crystal forms and two hydrate crystal forms (Canagliflozin hemihydrate (Hemi-CFZ) and Canagliflozin monohydrate (Mono-CFZ) crystal form). The active pharmaceutical ingredients (APIs) of commercially available CFZ tablets were Hemi-CFZ, was easily convert to CFZ or Mono-CFZ under the influence of temperature, pressure, humidity and other factors in tablets processing, storage, and transportation, thus affected bioavailability and efficacy of tablets. Therefore, quantitative analysis of low-content CFZ and Mono-CFZ in tablets was essential to control tablets' quality. The main objective of this study was to explore the feasibility and in-depth explain its quantitative analysis mechanism of NIR for quantitative analysis of low-content CFZ/Mono-CFZ in CFZ tablets. PLSR models for low-content CFZ/Mono-CFZ were established by NIR solid-state analysis technique in different resolutions with different wavenumber regions combined with various pretreatments methods (such as Multiplicative Scatter Correction (MSC), Standard Normal Variate (SNV), Savitzky-Golay First Derivative (SG1st), Savitzky-Golay Second Derivative (SG2nd) and Wavelet Transform (WT)), and the PLSR models were verified. The feasibility of NIR spectroscopy for quantitative analysis of low-content CFZ and Mono-CFZ in CFZ tablets was discussed and analyzed from multiple perspectives, which included the distribution of effective information on the spectrum, the influence of resolution on PLSR models performance, the variance contribution/cumulative variance contribution of PLSR model principal components (PCs), the relation of PCI loadings, scores of the spectra and CFZ/Mono-CFZ content, and the mechanism of quantitative analysis was in-depth explained simultaneously. Eventually the most suitable PLSR models in 0.0000-10.0000 % w/w % obtained. That can provide theoretical support for quantitative analysis of low-content impurity crystal during the production, storage and transportation of CFZ tablets, thus provide reference methods for quality control of CFZ tablets and a reliable reference method for quantitative analysis of impurity crystal forms and quality control of similar drugs.
Collapse
Affiliation(s)
- Mingdi Liu
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; State Key Laboratory of Chemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China.
| | - Jichao Liu
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| | - Qiuhong Wang
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| | - Ping Song
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| | - Haichao Li
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| | - Zan Sun
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| | - Chenglong Shi
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| | - Weibing Dong
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| |
Collapse
|
2
|
Liu M, Liu J, Wang Q, Song P, Li H, Wu S, Gong J. Quantitative analysis of low content polymorphic impurities in canagliflozin tablets by PXRD, NIR, ATR-FITR and Raman solid-state analysis techniques combined with stoichiometry. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2023; 293:122458. [PMID: 36801728 DOI: 10.1016/j.saa.2023.122458] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 01/31/2023] [Accepted: 02/04/2023] [Indexed: 06/18/2023]
Abstract
Canagliflozin (CFZ) was a commercially new class of anti-diabetic drug, which had various anhydrate crystal forms and two hydrate crystal forms (Canagliflozin hemihydrate (Hemi-CFZ) and Canagliflozin monohydrate (Mono-CFZ) crystal form). Commercially available CFZ tablets' active pharmaceutical ingredient (API) was Hemi-CFZ, which was easy conversion to CFZ or Mono-CFZ under the influence of temperature, pressure, humidity and other factors in tablets processing, storage, and transportation, thus affected bioavailability and efficacy of tablets. Therefore, quantitative analysis low content of CFZ and Mono-CFZ in tablets was essential to control tablets' quality. The main objective of this study was to examine the feasibility of Powder X-ray Diffraction (PXRD), Near Infrared Spectroscopy (NIR), Attenuated Total Reflectance Fourier Transform Infrared Spectroscopy (ATR-FTIR) and Raman for quantitative analysis the low content of CFZ or Mono-CFZ in ternary mixtures. PLSR calibration models for low content of CFZ and Mono-CFZ were established by the solid analysis techniques of PXRD, NIR, ATR-FTIR and Raman combined with various pretreatments (such as Multiplicative Scatter Correction (MSC), Standard Normal Variate (SNV), Savitzky-Golay First Derivative (SG1st), Savitzky-Golay Second Derivative (SG2nd) and Wavelet Transform (WT)), and the correction models were verified. However, compared with PXRD, ATR-FTIR and Raman, NIR due to its water sensitivity was the most suitable for the quantitative analysis low content of CFZ or Mono-CFZ in tablets. Partial Least Squares Regression (PLSR) model for quantitative analysis low content of CFZ in tablets was as follow: Y = 0.0480 + 0.9928 X, R2 = 0.9986, LOD = 0.1596 %, LOQ = 0.4838 %, SG1st + WT pretreated. And that of Mono-CFZ were Y = 0.0050 + 0.9996 X, R2 = 0.9996, LOD = 0.0164 %, LOQ = 0.0498 %, MSC + WT pretreated and Y = 0.0051 + 0.9996 X, R2 = 0.9996, LOD = 0.0167 %, LOQ = 0.0505 %, SNV + WT pretreated, respectively. That can be used for quantitative analysis of impurity crystal content in drug production to ensure drug quality.
Collapse
Affiliation(s)
- Mingdi Liu
- State Key Laboratory of Chemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China; College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| | - Jichao Liu
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| | - Qiuhong Wang
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| | - Ping Song
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| | - Haichao Li
- College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China; Key Laboratory of Resource Chemistry and Eco-environmental Protection in Tibetan Plateau, State Ethnic Affairs Commission, Xining 810007, PR China
| | - Songgu Wu
- State Key Laboratory of Chemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China; College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China.
| | - Junbo Gong
- State Key Laboratory of Chemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China; College of Chemistry and Chemical Engineering, Qinghai Minzu University, Xining 810007, PR China
| |
Collapse
|
3
|
Lalan M, Shah P, Kadam R, Patel H. Amalgam of ternary solid dispersion and P-gp efflux inhibition in development of colon-targeted tablets of rifaximin. JOURNAL OF REPORTS IN PHARMACEUTICAL SCIENCES 2022. [DOI: 10.4103/jrptps.jrptps_21_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
|
4
|
Yadav M, Sarolia J, Vyas B, Lalan M, Mangrulkar S, Shah P. Amalgamation of Solid Dispersion and Melt Adsorption Technique: Improved In Vitro and In Vivo Performance of Ticagrelor Tablets. AAPS PharmSciTech 2021; 22:257. [PMID: 34676463 DOI: 10.1208/s12249-021-02138-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 09/07/2021] [Indexed: 12/23/2022] Open
Abstract
Ticagrelor (TG) suffers from low peroral bioabsorption (36%) due to P-gp efflux and poor solubility (10 µg/mL). TG solid dispersion adsorbates (TG-SDAs) were formulated using an amalgamation of solid dispersion and melt adsorption techniques which were simple, economic, scalable, and solvent-free. FTIR indicated no incompatibility between drug and excipients. DSC, XRD, and SEM suggested a reduction in TG crystallinity. Q30min from TG-SUSP and TG-conventional tablets was only 2.30% and 6.59% respectively whereas TG-SDA-based tablets exhibited a significantly higher drug release of 86.47%. Caco-2 permeability studies showed 3.83-fold higher permeability of TG from TG-SDAs. TG-SDA-based tablets exhibited relative bioavailability of 748.53% and 153.43% compared to TG-SUSP and TG-conventional tablets respectively in rats. TG-SDA-based tablets were devoid of any cytotoxicity as indicated by MTT assay and exhibited better antiplatelet activity in rats. Enhanced oral bioavailability of TG-SDAs can be attributed to inhibition of P-gp efflux by PEG 4000, increased wettability, and reduced crystallinity of drug leading to improved drug solubility and dissolution. Improved bioabsorption results in a reduction of dose, cost of therapy as well as dose-related side effects. Thus, SDAs can be considered a promising and scalable approach for the improvement of dissolution rate and solubility of TG. TG-SDAs can be translated to an effective and safe dosage form, whereby its rapid onset of action promotes the prevention of heart attack, stroke, and related ill events in individuals with the acute coronary syndrome. However, scale-up, validation, and clinical-studies are necessary for confirmation of the proof-of-concept.
Collapse
|
5
|
Liu M, Shi P, Wang G, Wang G, Song P, Liu Y, Wu S, Gong J. Quantitative analysis of binary mixtures of entecavir using solid-state analytical techniques with chemometric methods. ARAB J CHEM 2021. [DOI: 10.1016/j.arabjc.2021.103360] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
|
6
|
Lou Y, Zuo L. Quantification of Losartan Potassium Polymorphs Using Powder X-Ray Diffraction. J AOAC Int 2021; 104:579-584. [PMID: 33337486 DOI: 10.1093/jaoacint/qsaa166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 11/11/2020] [Accepted: 11/23/2020] [Indexed: 11/14/2022]
Abstract
BACKGROUND Losartan potassium, a common antihypertensive drug on the market, has multiple polymorphs, of which form I is used as a pharmaceutical crystal form. Form I can be partially converted to form III under some circumstances. The quantification of losartan potassium polymorphs is important to control the quality of pharmaceuticals. OBJECTIVE To establish a method to determine the contents of losartan potassium polymorphs. METHODS Pure form I and form III of losartan potassium were obtained by recrystallization, and characterized by powder X-ray diffraction (PXRD), Fourier transform infrared spectroscopy, Raman spectroscopy, and thermal analysis. A powder X-ray diffraction method was developed to characterize form I and form III of losartan potassium. Peak area and weight percentage were used to establish calibration curve. RESULTS The calibration curve was linear over the range of 1-50% (w/w), using the characteristic peak area ratio of form I at 11.13° 2θ and form III at 5.64° 2θ as the quantitative parameter. The precisions were excellent between 0.6-4.9%, and the limit of quantification was 2.02% (w/w). CONCLUSIONS This PXRD method can be used to analyze mixtures of losartan potassium polymorphs (forms I and III) quantitatively and control the quality of bulk drug. HIGHLIGHTS This is a new method of quantifying the amount of form III in polymorphic forms of losartan potassium using data obtained by PXRD. It is consistent, sensitive, and accurate.
Collapse
Affiliation(s)
- Yongjun Lou
- NMPA Key Laboratory for Core Technology of Generic Drug Evaluation, Zhejiang Institute for Food and Drug Control, Hangzhou 310052, China
| | - Lili Zuo
- Zhejiang University of Technology, Hangzhou 310014, China
| |
Collapse
|
7
|
Guo W, Li C, Du P, Wang Y, Zhao S, Wang J, Yang C. Thermal properties of drug polymorphs: A case study with felodipine form I and form IV. JOURNAL OF SAUDI CHEMICAL SOCIETY 2020. [DOI: 10.1016/j.jscs.2020.04.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
|
8
|
Fabrication and optimization of polypyrrole/cerium oxide/glassy carbon sensing platform for the electrochemical detection of flupirtine. J APPL ELECTROCHEM 2020. [DOI: 10.1007/s10800-020-01418-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
|
9
|
Li X, Qi M, Yu Q, Ma X. Accelerated Cocrystallization of Cytosine and Succinic Acid Through Compaction+Grinding. CRYSTAL RESEARCH AND TECHNOLOGY 2018. [DOI: 10.1002/crat.201700118] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Xiaorui Li
- School of Chemical Engineering Northwest University Taibai North Road 229 Xi'an Shaanxi 710069 People's Republic of China
| | - Min Qi
- School of Chemical Engineering Northwest University Taibai North Road 229 Xi'an Shaanxi 710069 People's Republic of China
| | - Qiushuo Yu
- School of Chemical Engineering Northwest University Taibai North Road 229 Xi'an Shaanxi 710069 People's Republic of China
- Chemical Engineering Research Center of the Ministry of Education for Advanced Use Technology of Shanbei Energy China
- Shaanxi Research Center of Engineering Technology for Clean Coal Conversion China
| | - Xiaoxun Ma
- School of Chemical Engineering Northwest University Taibai North Road 229 Xi'an Shaanxi 710069 People's Republic of China
- Chemical Engineering Research Center of the Ministry of Education for Advanced Use Technology of Shanbei Energy China
- Shaanxi Research Center of Engineering Technology for Clean Coal Conversion China
| |
Collapse
|
10
|
Non-opioid analgesic drug flupirtine: Spectral analysis, DFT computations, in vitro bioactivity and molecular docking study. Chem Phys Lett 2017. [DOI: 10.1016/j.cplett.2017.03.071] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|