Construction and Manipulation of Serial Gradient Dilution Array on a Microfluidic Slipchip for Screening and Characterizing Inhibitors against Human Pancreatic Lipase
Abstract
:1. Introduction
2. Materials and Methods
2.1. Materials and Reagents
2.2. Fabrication of the Microfluidic SlipChip
2.3. Gradient Dilution Principle and Practical Operation Process of SlipChip
2.4. Optimize the Mixing Time of the Solution
2.5. Fluorescent Dilution Verification Test
2.6. The Screening Process of the Inhibitors Using SlipChip
2.7. Statistical Analysis
3. Results and Discussion
3.1. Simulation of the Mixing Time
3.2. Experiment of the Optimization of Mixing Time
3.3. Fluorescence Gradient Dilution Test
3.4. Analysis of the IC50 of Inhibitors Characterizing Results
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Gadde, K.M.; Martin, C.K.; Berthoud, H.R.; Heymsfield, S.B. Obesity Pathophysiology and Management. J. Am. Coll. Cardiol. 2018, 71, 69–84. [Google Scholar] [CrossRef]
- Tremmel, M.; Gerdtham, U.G.; Nilsson, P.M.; Saha, S. Economic Burden of Obesity: A Systematic Literature Review. Int. J. Environ. Res. Public Health 2017, 14, 435. [Google Scholar] [CrossRef] [PubMed]
- Rocchini, A.P. Obesity hypertension. Am. J. Hypertens. 2002, 15, 50S–52S. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Stavridou, A.; Kapsali, E.; Panagouli, E.; Thirios, A.; Polychronis, K.; Bacopoulou, F.; Psaltopoulou, T.; Tsolia, M.; Sergentanis, T.N.; Tsitsika, A. Obesity in Children and Adolescents during COVID-19 Pandemic. Children 2021, 8, 135. [Google Scholar] [CrossRef]
- Khatua, B.; El-Kurdi, B.; Singh, V.P. Obesity and pancreatitis. Curr. Opin. Gastroenterol. 2017, 33, 374–382. [Google Scholar] [CrossRef] [PubMed]
- Birari, R.B.; Bhutani, K.K. Pancreatic lipase inhibitors from natural sources: Unexplored potential. Drug Discov. Today 2007, 12, 879–889. [Google Scholar] [CrossRef] [PubMed]
- Ko, C.W.; Qu, J.; Black, D.D.; Tso, P. Regulation of intestinal lipid metabolism: Current concepts and relevance to disease. Nat. Rev. Gastroenterol. Hepatol. 2020, 17, 169–183. [Google Scholar] [CrossRef]
- Hou, X.D.; Song, L.L.; Cao, Y.F.; Wang, Y.N.; Zhou, Q.; Fang, S.Q.; Wu, D.C.; Zang, S.Z.; Chen, L.; Bai, Y.; et al. Pancreatic lipase inhibitory constituents from Fructus Psoraleae. Chin. J. Nat. Med. 2020, 18, 369–378. [Google Scholar] [CrossRef]
- Kumar, A.; Chauhan, S. Pancreatic lipase inhibitors: The road voyaged and successes. Life Sci. 2021, 271, 119115. [Google Scholar] [CrossRef]
- Almasri, I.M. Computational approaches for the discovery of natural pancreatic lipase inhibitors as antiobesity agents. Future Med. Chem. 2020, 12, 741–757. [Google Scholar] [CrossRef]
- Tan, Q.M.; Akindehin, S.E.; Orsso, C.E.; Waldner, R.C.; DiMarchi, R.D.; Muller, T.D.; Haqq, A.M. Recent Advances in Incretin-Based Pharmacotherapies for the Treatment of Obesity and Diabetes. Front. Endocrinol. 2022, 13, 838410. [Google Scholar] [CrossRef]
- Rajan, L.; Palaniswamy, D.; Mohankumar, S.K. Targeting obesity with plant-derived pancreatic lipase inhibitors: A comprehensive review. Pharmacol. Res. 2020, 155, 104681. [Google Scholar] [CrossRef] [PubMed]
- Muller, T.D.; Bluher, M.; Tschop, M.H.; DiMarchi, R.D. Anti-obesity drug discovery: Advances and challenges. Nat. Rev. Drug Discov. 2022, 21, 201–223. [Google Scholar] [CrossRef] [PubMed]
- Zhang, L.J.; Zheng, J.K.; Ma, M.Z.; Zhao, Y.; Song, J.; Chen, X.; Cao, W.X.; He, X.; Xue, C.H.; Tang, Q.J. Drug-guided screening for pancreatic lipase inhibitors in functional foods. Food Funct. 2021, 12, 4644–4653. [Google Scholar] [CrossRef]
- Liu, P.K.; Weng, Z.M.; Ge, G.B.; Li, H.L.; Ding, L.L.; Dai, Z.R.; Hou, X.D.; Leng, Y.H.; Yu, Y.; Hou, J. Biflavones from Ginkgo biloba as novel pancreatic lipase inhibitors: Inhibition potentials and mechanism. Int. J. Biol. Macromol. 2018, 118, 2216–2223. [Google Scholar] [CrossRef]
- Qin, X.Y.; Hou, X.D.; Zhu, G.H.; Xiong, Y.; Song, Y.Q.; Zhu, L.; Zhao, D.F.; Jia, S.N.; Hou, J.; Tang, H.; et al. Discovery and Characterization of the Naturally Occurring Inhibitors Against Human Pancreatic Lipase in Ampelopsis grossedentata. Front. Nutr. 2022, 9, 844195. [Google Scholar] [CrossRef] [PubMed]
- Hou, X.D.; Guan, X.Q.; Cao, Y.F.; Weng, Z.M.; Hu, Q.; Liu, H.B.; Jia, S.N.; Zang, S.Z.; Zhou, Q.; Yang, L.; et al. Inhibition of pancreatic lipase by the constituents in St. John’s Wort: In vitro and in silico investigations. Int. J. Biol. Macromol. 2020, 145, 620–633. [Google Scholar] [CrossRef]
- Ma, L.J.; Hou, X.D.; Qin, X.Y.; He, R.J.; Yu, H.N.; Hu, Q.; Guan, X.Q.; Jia, S.N.; Hou, J.; Lei, T.; et al. Discovery of human pancreatic lipase inhibitors from root of Rhodiola crenulata via integrating bioactivity-guided fractionation, chemical profiling and biochemical assay. J. Pharm. Anal. 2022, 12, 683–691. [Google Scholar] [CrossRef]
- Song, Y.Q.; He, R.J.; Pu, D.; Guan, X.Q.; Shi, J.H.; Li, Y.G.; Hou, J.; Jia, S.N.; Qin, W.W.; Fang, S.Q.; et al. Discovery and Characterization of the Biflavones From Ginkgo biloba as Highly Specific and Potent Inhibitors Against Human Carboxylesterase 2. Front. Pharm. 2021, 12, 655659. [Google Scholar] [CrossRef]
- Ben-David, A.; Davidson, C.E. Estimation method for serial dilution experiments. J. Microbiol. Methods 2014, 107, 214–221. [Google Scholar] [CrossRef]
- Groves, R.A.; Chan, C.C.Y.; Wildman, S.D.; Gregson, D.B.; Rydzak, T.; Lewis, I.A. Rapid LC-MS assay for targeted metabolite quantification by serial injection into isocratic gradients. Anal. Bioanal. Chem. 2022, 415, 269–276. [Google Scholar] [CrossRef] [PubMed]
- Jiang, H.; Lv, X.-F.; Zhao, K.-X. Progress of Aptamer Screening Techniques Based on Microfluidic Chips. Chin. J. Anal. Chem. 2020, 48, 590–600. [Google Scholar] [CrossRef]
- Kohl, Y.; Biehl, M.; Spring, S.; Hesler, M.; Ogourtsov, V.; Todorovic, M.; Owen, J.; Elje, E.; Kopecka, K.; Moriones, O.H.; et al. Microfluidic In Vitro Platform for (Nano)Safety and (Nano)Drug Efficiency Screening. Small 2021, 17, e2006012. [Google Scholar] [CrossRef]
- Shi, Y.; Cai, Y.; Cao, Y.; Hong, Z.; Chai, Y. Recent advances in microfluidic technology and applications for anti-cancer drug screening. TrAC Trends Anal. Chem. 2021, 134, 116118. [Google Scholar] [CrossRef]
- Tu, R.; Zhang, Y.; Hua, E.; Bai, L.; Huang, H.; Yun, K.; Wang, M. Droplet-based microfluidic platform for high-throughput screening of Streptomyces. Commun. Biol. 2021, 4, 647. [Google Scholar] [CrossRef]
- Jeon, N.L.; Dertinger, S.K.W.; Chiu, D.T.; Choi, I.S.; Stroock, A.D.; Whitesides, G.M. Generation of Solution and Surface Gradients Using Microfluidic Systems. Langmuir 2000, 16, 8311–8316. [Google Scholar] [CrossRef]
- Dertinger, S.K.W.; Chiu, D.T.; Jeon, N.L.; Whitesides, G.M. Generation of Gradients Having Complex Shapes Using Microfluidic Networks. Anal. Chem. 2001, 73, 1240–1246. [Google Scholar] [CrossRef]
- Wan, H.; Yin, H. Tunable and quantitative serial dilution on multi-channel miniaturized microfluidic electrochemical platform. Sens. Actuators B Chem. 2018, 274, 682–688. [Google Scholar] [CrossRef]
- Zheng, G.; Lu, L.; Yang, Y.; Wei, J.; Han, B.; Zhang, Q.; Wang, Y. Development of Microfluidic Dilution Network-Based System for Lab-on-a-Chip Microalgal Bioassays. Anal. Chem. 2018, 90, 13280–13289. [Google Scholar] [CrossRef]
- Wang, Y.-B.; Huang, J.-H.; Lee, M.-S.; Huang, C.-Y.; Huang, C.-S.; Yamashita, I.; Tu, Y.-Y.; Hsu, W. An EWOD-based micro diluter with high flexibility on dilution ratio. Microsyst. Technol. 2016, 23, 3645–3651. [Google Scholar] [CrossRef]
- Zhang, Y.; Shin, D.J.; Wang, T.H. Serial dilution via surface energy trap-assisted magnetic droplet manipulation. Lab Chip 2013, 13, 4827–4831. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Juelg, P.; Specht, M.; Kipf, E.; Lehnert, M.; Eckert, C.; Keller, M.; Hutzenlaub, T.; von Stetten, F.; Zengerle, R.; Paust, N. Automated serial dilutions for high-dynamic-range assays enabled by fill-level-coupled valving in centrifugal microfluidics. Lab Chip 2019, 19, 2205–2219. [Google Scholar] [CrossRef]
- Du, W.; Li, L.; Nichols, K.P.; Ismagilov, R.F. SlipChip. Lab Chip 2009, 9, 2286–2292. [Google Scholar] [CrossRef]
- Cai, G.; Wu, W.; Feng, S.; Liu, Y. Label-free E. coli detection based on enzyme assay and a microfluidic slipchip. Analyst 2021, 146, 4622–4629. [Google Scholar] [CrossRef] [PubMed]
- Liu, X.; Li, X.; Wu, N.; Luo, Y.; Zhang, J.; Yu, Z.; Shen, F. Formation and Parallel Manipulation of Gradient Droplets on a Self-Partitioning SlipChip for Phenotypic Antimicrobial Susceptibility Testing. ACS Sens. 2022, 7, 1977–1984. [Google Scholar] [CrossRef] [PubMed]
- Li, J.; Xia, G.; Li, Y. Numerical and experimental analyses of planar asymmetric split-and-recombine micromixer with dislocation sub-channels. J. Chem. Technol. Biotechnol. 2013, 88, 1757–1765. [Google Scholar] [CrossRef]
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Yang, J.; Deng, Y.; Zhang, M.; Feng, S.; Peng, S.; Yang, S.; Liu, P.; Cai, G.; Ge, G. Construction and Manipulation of Serial Gradient Dilution Array on a Microfluidic Slipchip for Screening and Characterizing Inhibitors against Human Pancreatic Lipase. Biosensors 2023, 13, 274. https://doi.org/10.3390/bios13020274
Yang J, Deng Y, Zhang M, Feng S, Peng S, Yang S, Liu P, Cai G, Ge G. Construction and Manipulation of Serial Gradient Dilution Array on a Microfluidic Slipchip for Screening and Characterizing Inhibitors against Human Pancreatic Lipase. Biosensors. 2023; 13(2):274. https://doi.org/10.3390/bios13020274
Chicago/Turabian StyleYang, Junqiang, Yanyan Deng, Min Zhang, Shilun Feng, Sheng Peng, Shijia Yang, Peirong Liu, Gaozhe Cai, and Guangbo Ge. 2023. "Construction and Manipulation of Serial Gradient Dilution Array on a Microfluidic Slipchip for Screening and Characterizing Inhibitors against Human Pancreatic Lipase" Biosensors 13, no. 2: 274. https://doi.org/10.3390/bios13020274
APA StyleYang, J., Deng, Y., Zhang, M., Feng, S., Peng, S., Yang, S., Liu, P., Cai, G., & Ge, G. (2023). Construction and Manipulation of Serial Gradient Dilution Array on a Microfluidic Slipchip for Screening and Characterizing Inhibitors against Human Pancreatic Lipase. Biosensors, 13(2), 274. https://doi.org/10.3390/bios13020274