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Infrared spectral band screening based on partial least squares is used for the quantitative analysis of mannitol-calcium chloride cocrystal
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Zu-di LI1, Ke ZHANG2, Ze-fei ZHANG2, Shuai QIAN1, Yuan-feng WEI1, Jian-jun ZHANG2, Yuan GAO1, *
Acta Pharmaceutica Sinica | 2023, 58(4) : 1041 - 1048
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Acta Pharmaceutica Sinica | 2023, 58(4): 1041-1048
Infrared spectral band screening based on partial least squares is used for the quantitative analysis of mannitol-calcium chloride cocrystal
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Zu-di LI1, Ke ZHANG2, Ze-fei ZHANG2, Shuai QIAN1, Yuan-feng WEI1, Jian-jun ZHANG2, Yuan GAO1, *
Affiliations
  • 1. School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 211198, China
  • 2. School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China
Published: 2023-04-12 doi: 10.16438/j.0513-4870.2022-1079
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Mannitol-calcium chloride metal organic framework (MOF) cocrystal significantly improved the tabletability of β-mannitol and could be developed as a new tablet filler. However, mannitol monomer was found in the product during the scale-up production of the excipient, which significantly affected the functional properties of the excipient. In this study, we intend to quantify the multi-component eutectic system of mannitol-calcium chloride. In this experiment, the MOF cocrystal excipient mannitol-calcium chloride cocrystal was used as the model compound, and infrared spectrum was collected. Based on partial least squares regression (PLSR) method, the abnormal bands were removed and the spectrum was preprocessed by normalization. The quantitative correction model of mannitol-calcium chloride MOF cocrystal content in cocrystal excipients was established and compared by two different variable screening methods, genetic algorithm (GA) and competitive adaptive reweighting algorithm (CARS). Two different variable screening methods, GA method and CARS method, were used to screen out 160 and 14 variables, respectively. The mannitol-calcium chloride cocrystal model established by CARS-PLSR method had the best performance, and the average relative error (MRE) and corrected root mean square error (RMSEC) of the model were 0.008 8 and 0.892 5, respectively, the determination coefficient (R2) of the model was increased from 0.978 3 to 0.994 4. The quantitative method of eutectic system established in this study has high prediction accuracy, fast detection speed and good stability, which is of great significance for optimizing the preparation process conditions and quality control methods of such eutectic excipients.

Fourier transform infrared spectroscopy  /  partial least squares regression  /  mannitol-calcium chloride cocrystal  /  variable selection  /  quantitative analysis
Zu-di LI, Ke ZHANG, Ze-fei ZHANG, Shuai QIAN, Yuan-feng WEI, Jian-jun ZHANG, Yuan GAO. Infrared spectral band screening based on partial least squares is used for the quantitative analysis of mannitol-calcium chloride cocrystal[J]. Acta Pharmaceutica Sinica, 2023 , 58 (4) : 1041 -1048 . DOI: 10.16438/j.0513-4870.2022-1079
Year 2023 volume 58 Issue 4
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Article Info
doi: 10.16438/j.0513-4870.2022-1079
  • Receive Date:2022-09-26
  • Online Date:2025-11-21
  • Published:2023-04-12
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  • Received:2022-09-26
  • Revised:2022-11-04
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    1. School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 211198, China
    2. School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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