This work was funded by National Natural Science Foundation of China (82130113), the National Natural Science Foundation of China (82204765), the Nature Science Foundation of Sichuan (2022NSFSC1470), Sichuan Provincial Postdoctoral Special Funding Project (TB2023020) and the Xinglin Scholars Research Promotion Program of Chengdu University of Traditional Chinese Medicine (BSH2021030). These funds provide support in terms of experimental equipment, experimental materials, and publication fees.

1. Preparation
<ol>
	<li>Sample preparation
	<ol>
		<li>Use a 1/10,000 sensitivity balance to weigh 0.25 g (dry weight) of APB in a 3 mL microcentrifuge tube, add 2.5 mL of methanol, and then sonicate for 30 min (power 240 W, frequency 40 kHz).</li>
		<li>Perform centrifugation at 1.2 x g for 5 min, collect the supernatant, and filter through a membrane filter with a 0.22 &#181;m pore size.</li>
	</ol>
	</li>
	<li>Preparation of experimental materials
	<ol>
		<li>Prepare the two-dimensional mo...

Analyzing Tibetan Medicinal Plant APB Using 2D-HPLC-MS with Molecular Networking

<ol>
	<li>Luo, H., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Correlation+between+Tibetan+and+traditional+Chinese+medicine+body+constitutions:+A+cross-sectional+study+of+Tibetan+college+students+in+the+Tibet+Autonomous+Region.">Correlation between Tibetan and traditional Chinese medicine body constitutions: A cross-sectional study of Tibetan college students in the Tibet Autonomous Region.</a> J Tradl Chinese Med Sci. 5 (3), 215-221 (2018).</li><li>Fu, X., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Standardized+identification+of+compound+structure+in+Tibetan+medicine+using+ion+trap+mass+spectrometry+and+multiple-stage+fragmentation+analysis.">Standardized identification of compound structure in Tibetan medicine using ion trap mass spectrometry and multiple-stage fragmentation analysis.</a> J Vis Exp. (193), 65054 (2023).</li><li>Kumar, P. R., Dinesh, S. R., Rini, R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=LCMS-a+review+and+a+recent+update.">LCMS-a review and a recent update.</a> J Pharm Pharm Sci. 5, 377-391 (2016).</li><li>Yan, P., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Strategy+for+the+identification+and+quantitative+analysis+of+the+phytochemicals+of+traditional+Chinese+medicine+by+LC-MS/MS.">Strategy for the identification and quantitative analysis of the phytochemicals of traditional Chinese medicine by LC-MS/MS.</a> Acta Pharm Sinica. 55 (7), 1494-1503 (2020).</li><li>Iguiniz, M., Heinisch, S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Two-dimensional+liquid+chromatography+in+pharmaceutical+analysis.+Instrumental+aspects,+trends+and+applications.">Two-dimensional liquid chromatography in pharmaceutical analysis. Instrumental aspects, trends and applications.</a> J Pharma Biomed Anal. 145, 482-503 (2017).</li><li>Ye, C. X., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Application+progress+of+2D-LC+in+analysis+and+quality+control+of+traditional+Chinese+medicine.">Application progress of 2D-LC in analysis and quality control of traditional Chinese medicine.</a> Chem Reag. 44 (8), 1103-1110 (2022).</li><li>Cao, J. L., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Online+comprehensive+two-dimensional+hydrophilic+interaction+chromatography+x+reversed-phase+liquid+chromatography+coupled+with+hybrid+linear+ion+trap+Orbitrap+mass+spectrometry+for+the+analysis+of+phenolic+acids+in+Salvia+miltiorrhiza.">Online comprehensive two-dimensional hydrophilic interaction chromatography x reversed-phase liquid chromatography coupled with hybrid linear ion trap Orbitrap mass spectrometry for the analysis of phenolic acids in Salvia miltiorrhiza.</a> J Chromatogr A. 1536, 216-227 (2018).</li><li>Cao, J. L., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Qualitative+and+quantitative+characterization+of+phenolic+and+diterpenoid+constituents+in+Danshen+(Salvia+miltiorrhiza)+by+comprehensive+two-dimensional+liquid+chromatography+coupled+with+hybrid+linear+ion+trap+Orbitrap+mass.">Qualitative and quantitative characterization of phenolic and diterpenoid constituents in Danshen (Salvia miltiorrhiza) by comprehensive two-dimensional liquid chromatography coupled with hybrid linear ion trap Orbitrap mass.</a> J Chromatogr. 1427, 79-89 (2016).</li><li>Wang, J., Ren, X., Wen, C., Xu, Y., Chen, Y. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Separation+and+characterization+of+unknown+impurities+in+rutin+tablets+using+trap-free+two-dimensional+liquid+chromatography+coupled+with+ion+trap/time-of-flight+mass+spectrometry.">Separation and characterization of unknown impurities in rutin tablets using trap-free two-dimensional liquid chromatography coupled with ion trap/time-of-flight mass spectrometry.</a> Rapid Commun Mass Spectrom. 34 (10), e8739 (2020).</li><li>Ma, L. J., Ma, N., Cao, J. L., Wan, J. B. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Characterizing+the+influence+of+different+drying+methods+on+chemical+components+of+Panax+notoginseng+leaves+by+heart-cutting+two-dimensional+liquid+chromatography+coupled+to+orbitrap+high-resolution+mass+spectrometry.">Characterizing the influence of different drying methods on chemical components of Panax notoginseng leaves by heart-cutting two-dimensional liquid chromatography coupled to orbitrap high-resolution mass spectrometry.</a> Food Chem. 369, 130965 (2022).</li><li>Wong, Y. F., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Untargeted+profiling+of+Glycyrrhiza+glabra+extract+with+comprehensive+two-dimensional+liquid+chromatography-mass+spectrometry+using+multi-segmented+shift+gradients+in+the+second+dimension:+Expanding+the+metabolic+coverage.">Untargeted profiling of Glycyrrhiza glabra extract with comprehensive two-dimensional liquid chromatography-mass spectrometry using multi-segmented shift gradients in the second dimension: Expanding the metabolic coverage.</a> Electrophoresis. 39 (15), 1993-2000 (2018).</li><li>Cao, J. L., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Comprehensively+qualitative+and+quantitative+analysis+of+ginsenosides+in+Panax+notoginseng+leaves+by+online+two-dimensional+liquid+chromatography+coupled+to+hybrid+linear+ion+trap+Orbitrap+mass+spectrometry+with+deeply+optimized+dilution+and+modulation+system.">Comprehensively qualitative and quantitative analysis of ginsenosides in Panax notoginseng leaves by online two-dimensional liquid chromatography coupled to hybrid linear ion trap Orbitrap mass spectrometry with deeply optimized dilution and modulation system.</a> Anal Chim Acta. 1079, 237-251 (2019).</li><li>Nothias, L. F., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Feature-based+molecular+networking+in+the+GNPS+analysis+environment.">Feature-based molecular networking in the GNPS analysis environment.</a> Nat methods. 17 (9), 905-908 (2020).</li><li>Qin, G. F., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=MS/MS-based+molecular+networking:+an+efficient+approach+for+natural+products+Dereplication.">MS/MS-based molecular networking: an efficient approach for natural products Dereplication.</a> Molecules. 28 (1), 157 (2023).</li><li>Qu, B., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Combining+multidimensional+chromatography-mass+spectrometry+and+feature-based+molecular+networking+methods+for+the+systematic+characterization+of+compounds+in+the+supercritical+fluid+extract+of+Tripterygium+wilfordii+Hook+F.">Combining multidimensional chromatography-mass spectrometry and feature-based molecular networking methods for the systematic characterization of compounds in the supercritical fluid extract of Tripterygium wilfordii Hook F.</a> Analyst. 148 (1), 61-73 (2023).</li><li>Li, W., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=An+enhanced+analytical+strategy+integrating+offline+two-dimensional+liquid+chromatography+with+high-resolution+accurate+mass+spectrometry+and+molecular+networking:+Comprehensive+characterization+of+HuangLian+JieDu+Decoction+as+a+case+study.">An enhanced analytical strategy integrating offline two-dimensional liquid chromatography with high-resolution accurate mass spectrometry and molecular networking: Comprehensive characterization of HuangLian JieDu Decoction as a case study.</a> J Sep Sci. 45 (14), 2734-2745 (2022).</li><li>Dai, Y., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Comprehensive+profiling+of+Sanguisorba+officinalis+using+offline+two-dimensional+mixed-mode+liquid+chromatography+&#215;+reversed-phase+liquid+chromatography,+tandem+high-resolution+mass+spectrometry,+and+molecular+network.">Comprehensive profiling of Sanguisorba officinalis using offline two-dimensional mixed-mode liquid chromatography &#215; reversed-phase liquid chromatography, tandem high-resolution mass spectrometry, and molecular network.</a> J Sep Sci. 45 (10), 1727-1736 (2022).</li><li>Chen, Y., Montero, L., Luo, J., Li, J., Schmitz, O. J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Application+of+the+new+at-column+dilution+(ACD)+modulator+for+the+two-dimensional+RP&#215;+HILIC+analysis+of+Buddleja+davidii.">Application of the new at-column dilution (ACD) modulator for the two-dimensional RP&#215; HILIC analysis of Buddleja davidii.</a> Anal Bioanal Chem. 412 (7), 1483-1495 (2020).</li><li>Zhou, Y. P. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Pharmacological+action+and+toxicity+of+Aconite+and+its+main+components.">Pharmacological action and toxicity of Aconite and its main components.</a> Acta Pharm Sinica. (05), 394-400 (1983).</li><li>Shao, X., Liu, F. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Progress+in+the+role+of+14-Benzoylaconine+in+rheumatoid+arthritis.">Progress in the role of 14-Benzoylaconine in rheumatoid arthritis.</a> Chinese J Pharmacol Toxicol. 33 (10), 917 (2019).</li><li>Hao, W. J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> Study on the chemical constituents of the alkaloids from the root of Aconitum flavum HandMazz and its anti-tumor activities. , (2015).</li><li>Han, X., Hou, Y. J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Research+progress+on+the+pharmacological+effects+and+toxicity+of+Aconitine.">Research progress on the pharmacological effects and toxicity of Aconitine.</a> J China Prescrip Drug. 12 (12), 149-150 (2014).</li></ol>

The primary focus of this experiment was the optimization of a partial method within the framework of two-dimensional liquid phase separation. To achieve this, a novel at-column dilution modulator was seamlessly integrated into the two-dimensional liquid chromatography (2D-LC) system. This technical adjustment was of paramount importance as it significantly elevated the proficiency in profiling the chemical constituents present in Tibetan medicine known as APB. Incorporating the 2D-HPLC-MS technology enabled the comprehe...

Tibetan medicine is an integral part of traditional Chinese medicine, adhering to the principles of Tibetan medical practices, and is used for disease prevention and treatment1. However, Tibetan herbal medicine contains complex plant chemical constituents characterized by significant fluctuations in content. Limited understanding of the fundamental bioactive elements has become a bottleneck in the modernization of Tibetan medicine2. The application of liquid chromatography-mass spectrometry (LC-MS), combining the strong separation power of chromatography with the high sensitivity of mass spectrometry (MS), has been widely used in natural medicine analysis3. However, due to the limitation of a single separation mechanism, components with highly similar structures tend to coelute in one-dimensional liquid chromatography separation. In subsequent mass spectrometric analysis, the low-abundance co-eluted components are difficult to detect due to ion suppression caused by high-abundance components4.
2D-HPLC, which stands for two-dimensional high-performance liquid chromatography, represents a novel chromatographic method that harmoniously combines different separation mechanisms using a pair of columns. This includes the fusion or alternation of normal-phase chromatography with reversed-phase liquid chromatography and hydrophilic interaction liquid chromatography with reversed-phase liquid chromatography5. By merging these complementary chromatographic properties, the enhanced separation capability is achieved, effectively addressing the challenges caused by complex sample matrices6. Furthermore, by coupling two-dimensional chromatography with MS, the powerful separation ability of 2D-HPLC and the high sensitivity detection capability of MS can be fully integrated, providing support for the study of complex drug systems and their fundamental constituents7,8,9.
Tibetan medicine commonly features a multifaceted array of components and functionalities, where active ingredients typically exist in intricate compositions and at minimal concentrations. By integrating 2D-LC as a robust separation system and MS as an exceedingly sensitive detector, the challenges posed by intricate samples in terms of separation and identification can be more effectively addressed10,11,12. This amalgamation substantially contributes to advancing the exploration of the chemical composition of Tibetan medicine.
Regardless of whether it is traditional LC-MS or 2D-LC-MS, a vast amount of information can be obtained. However, extracting structural information of complex system components from this massive amount of information has always been a significant challenge. Therefore, researchers have developed various methods for screening and mining MS data. Global Natural Products Social Molecular Networking (GNPS) is an MS/MS data organization and visualization platform where 2D-LC-MS mass spectrometry data can be uploaded13. Each spectrum is considered as a vector and compared to all other spectra using cosine similarity. When the similarity between two spectra exceeds a threshold, they are connected in a molecular network (MN). This can be used for the rapid identification of known compounds and the determination of various unknown natural products14.
Tibetan medicine usually has multiple functions, but its complex composition and significant concentration differences make it difficult to effectively elucidate the relationship between function and material basis15. An in-depth study of Tibetan medicine requires the systematic characterization of as many components as possible. In the framework of this study, we intend to use APB in Tibetan medicine as the research object to demonstrate the strategy and process of systematically studying the complex chemical components of Tibetan medicine using 2D-HPLC-MS technology and MN technology. In the construction of the 2D chromatographic system, we combined reversed-phase liquid chromatography and hydrophilic interaction liquid chromatography with significant separation mechanisms to achieve more effective separation of the complex components of APB16. In addition, to overcome solvent incompatibility between the two dimensions, an at-column dilution modulation mode was adopted. By combining the powerful separation capability of 2D-LC with the high sensitivity detection capability of MS, the spectral information of the complex components in APB is obtained more effectively and comprehensively. Furthermore, through the network and visualization of massive spectral information by MN technology, the components of APB are systematically analyzed. The strategy and process demonstrated in this study are expected to be applied to the study of other Tibetan medicines, promoting research on the material basis of Tibetan medicine, which is of great significance for advancing Tibetan medicine resources and improving quality control standards for Tibetan herbs17. The overall experimental process is shown in Figure 1.
In the experiment presented here, a new at-column dilution modulator was introduced into the Agilent two-dimensional liquid chromatography (2D-LC) system18. By adding an independent delivery pump, the flow path of the analysis was changed, resulting in a high orthogonality of the 2D-LC analysis. The coupling and switching between the two dimensions are accomplished by two six-port valves, as shown in Figure 2. When one sample loop is filled in the first dimension, another sample loop is analyzed in the second dimension. This means that the filling time of the 1D loop and the running time of the 2D are equal. This requires the fast gradient generated by the Binary pump in the second dimension. No peaks are lost when the entire effluent is analyzed. This is particularly helpful for the analysis of unknown samples. It results in a large number of 2D chromatograms that need to be combined for data analysis.

<table border="1" fo:keep-together.within-page="1" fo:keep-with-next.within-page="always">
	<tbody>
		<tr>
			<td>Acetonitrile</td>
			<td>Fisher chemical</td>
			<td>F22M81203</td>
			<td>Mobile phase</td>
		</tr>
		<tr>
			<td>Aconitum pendulum</td>
			<td>/</td>
			<td>/</td>
			<td>Herb medicine</td>
		</tr>
		<tr>
			<td>Agilent 1290 Infinity (II) 2D-LC&#160;</td>
			<td>Agilent Technologies</td>
			<td>G2198-90001</td>
			<td>Liquid chromatography</td>
		</tr>
		<tr>
			<td>Disposable syringes</td>
			<td>Chengdu Keen experimental equipment</td>
			<td>/</td>
			<td>1ml</td>
		</tr>
		<tr>
			<td>EP tube</td>
			<td>Chengdu Keen experimental equipment</td>
			<td>/</td>
			<td>3ml</td>
		</tr>
		<tr>
			<td>Liquid phase injection bottle</td>
			<td>Chengdu Keen experimental equipment</td>
			<td>/</td>
			<td>1.5ml</td>
		</tr>
		<tr>
			<td>LTQ XL Mass Spectrometer</td>
			<td>Thermo Fisher</td>
			<td>LTQ21991</td>
			<td>Mass Spectrometer</td>
		</tr>
		<tr>
			<td>Microporous membranes&#160;</td>
			<td>Chengdu Keen experimental equipment</td>
			<td>/</td>
			<td>0.22&#956;m</td>
		</tr>
		<tr>
			<td>Ultimate XB-C18,5 &#956;m,2.1 x 200 mm</td>
			<td>Welch</td>
			<td>00201-31015</td>
			<td>Reversed-phase column</td>
		</tr>
		<tr>
			<td>Ultrasonic Cleaner</td>
			<td>GT Sonic</td>
			<td>UGT20DEC048Y</td>
			<td>Ultrasonic Cleaner 240W 40KHz</td>
		</tr>
		<tr>
			<td>XAmide,3 &#956;m,100A</td>
			<td>Dalian Mondi Technology</td>
			<td>D2019110601</td>
			<td>Hydrophilic column</td>
		</tr>
	</tbody>
</table>

2d-hplc-ms technology combined with molecular network for the identification of components in tibetan medicine aconitum pendulum

In this study, a comprehensive approach was employed, utilizing 2D-HPLC-MS technology in conjunction with the molecular network to unravel the intricate chemical composition of the Tibetan medicinal plant APB. Through the implementation of 2D-HPLC, enhanced separation of complex mixtures was achieved, enabling the isolation of individual compounds for subsequent analysis. The molecular network approach further aided in elucidating structural relationships among these compounds, contributing to the determination of potential bioactive molecules. This integrated strategy efficiently identified a wide array of chemical components present within the plant. The findings revealed a diverse spectrum of chemical constituents within APB, including alkaloids, among others. This research not only advances understanding of the phytochemical profile of this traditional Tibetan medicine but also provides valuable insights into its potential therapeutic properties. The integration of 2D-HPLC-MS and molecular network proves to be a powerful tool for systematically exploring and identifying complex chemical compositions in herbal medicines, paving the way for further research and development in the field of natural product discovery.

Author Spotlight: Integrating 2D-HPLC-MS and Molecular Networking in Natural Medicine Analysis

2D-HPLC-MS Technology Combined with Molecular Network for the Identification of Components in Tibetan Medicine Aconitum pendulum

In this study, we employed a comprehensive approach utilizing 2D-HPLC-MS technology in conjunction with molecular networking to unravel the intricate chemical composition of the Tibetan medicinal plant APB. We want to establish a more efficient method for identifying the chemical composition of natural medicines. The main challenging of the current experiments is that the mass spectrometry section is not equipped with high-resolution mass spectrometry, resulting in the detection of different components.2D-LC-MS enables more accurate identification and the quantification of the compounds. Complex mixtures based on sample separation, combined with molecular network technology, it can be better process complex data information and it improves the efficiency and the accuracy of any size. Our laboratory will focus applying existing technologies to get the separation of natural, medicinal, chemical components.

APB was utilized as a model organism to validate the feasibility of the 2D-HPLC-MS technology in conjunction with the MN method. By importing the MS raw data into the MN with the parameters set to default, an MN was generated. MN is a visual computational strategy that visualizes all molecular ions detected in a complete LC-MS-MS experiment and the chemical relationships between these molecular ions13.
MN is based on the secondary mass spectrum fragments formed by the c...

Watch this Scientific Journal Video about Author Spotlight: Integrating 2D-HPLC-MS and Molecular Networking in Natural Medicine Analysis at JoVE.com

This study utilizes two-dimensional high-performance liquid chromatography-mass spectrometry (2D-HPLC-MS) technology in conjunction with molecular networking to unravel the intricate chemical composition of the Tibetan medicinal plant Aconitum pendulum Busch (APB). The article provides a detailed protocol for the systematic exploration and identification of complex chemical components of herbal medicines.

In this study, a comprehensive approach was employed, utilizing 2D-HPLC-MS technology in conjunction with the molecular network to unravel the intricate ...

2d-hplc-ms-technology-combined-with-molecular-network-for