Yun-Jie Liu , Jia-Yi Zhang , Xiao-Die Zhao , Si-Qi Ma , Kang Wang , Ju-Tao Wang , Jin-Song Liu , Yang Yu
{"title":"穿心莲生物活性成分地理和器官特异性差异的综合多组学分析:UHPLC-QTOF-MS, MALDI-MSI和抗氧化活性","authors":"Yun-Jie Liu , Jia-Yi Zhang , Xiao-Die Zhao , Si-Qi Ma , Kang Wang , Ju-Tao Wang , Jin-Song Liu , Yang Yu","doi":"10.1016/j.indcrop.2025.121369","DOIUrl":null,"url":null,"abstract":"<div><div><em>Andrographis paniculata</em>, a medicinal economic value of crops, is extensively cultivated across subtropical regions of India and China, which contains <em>ent</em>-Labdane diterpenoid lactones (<em>ent</em>-LDLs) represented by andrographolide (AD) as its core bioactive components responsible for anti-inflammatory, antimicrobial, and antioxidant activities. However, significant geographical variations in these components have led to inconsistent quality standards across regions, presenting challenges in overall quality control. This study comprehensively elucidated the distribution patterns and metabolic variations of core <em>ent</em>-LDLs in different geographical origins and organ tissues of <em>A. paniculata</em> through integrated UHPLC-QTOF-MS-GNPS analysis, MALDI-MSI, and chemometrics/machine learning approaches. Eight key differential <em>ent</em>-LDLs dominated by andrographolide (AD) and its derivatives were identified across geographical regions, with isoandrographolide (IAD, 14-hydroxyl epimer of andrographolide) being incorporated for the first time. Notably, we firstly discovered that the root tissue predominantly accumulates IAD rather than AD as its major <em>ent</em>-LDLs, preliminarily revealing tissue-specific metabolic accumulation patterns of bioactive <em>ent</em>-LDLs. Meanwhile, qRT-PCR analysis also confirmed the differential expression of <em>ent</em>-LDLs -associated genes (<em>CPS2</em>, <em>GGPS</em>, <em>CPR2</em>, <em>CPR4</em>, <em>CYP71</em> and <em>DXS1</em>) in the roots, stems, and leaves. Furthermore, in <em>vitro</em> intervention studies using a pneumonia model demonstrated that these differential <em>ent</em>-LDLs alleviate LPS-induced pulmonary oxidative stress by suppressing ferroptosis in HPMEC cells through the Keap1-Nrf2/HO-1 pathway. These findings provide scientific evidence for quality improvement of <em>A. paniculata</em> and its potential high-value applications in pharmaceutical sectors for pneumonia prevention.</div></div>","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"233 ","pages":"Article 121369"},"PeriodicalIF":5.6000,"publicationDate":"2025-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Integrative multi-omics profiling of geographical and organ-specific variations of bioactive constituents in Andrographis paniculata: UHPLC-QTOF-MS, MALDI-MSI and antioxidant activity\",\"authors\":\"Yun-Jie Liu , Jia-Yi Zhang , Xiao-Die Zhao , Si-Qi Ma , Kang Wang , Ju-Tao Wang , Jin-Song Liu , Yang Yu\",\"doi\":\"10.1016/j.indcrop.2025.121369\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div><em>Andrographis paniculata</em>, a medicinal economic value of crops, is extensively cultivated across subtropical regions of India and China, which contains <em>ent</em>-Labdane diterpenoid lactones (<em>ent</em>-LDLs) represented by andrographolide (AD) as its core bioactive components responsible for anti-inflammatory, antimicrobial, and antioxidant activities. However, significant geographical variations in these components have led to inconsistent quality standards across regions, presenting challenges in overall quality control. This study comprehensively elucidated the distribution patterns and metabolic variations of core <em>ent</em>-LDLs in different geographical origins and organ tissues of <em>A. paniculata</em> through integrated UHPLC-QTOF-MS-GNPS analysis, MALDI-MSI, and chemometrics/machine learning approaches. Eight key differential <em>ent</em>-LDLs dominated by andrographolide (AD) and its derivatives were identified across geographical regions, with isoandrographolide (IAD, 14-hydroxyl epimer of andrographolide) being incorporated for the first time. Notably, we firstly discovered that the root tissue predominantly accumulates IAD rather than AD as its major <em>ent</em>-LDLs, preliminarily revealing tissue-specific metabolic accumulation patterns of bioactive <em>ent</em>-LDLs. Meanwhile, qRT-PCR analysis also confirmed the differential expression of <em>ent</em>-LDLs -associated genes (<em>CPS2</em>, <em>GGPS</em>, <em>CPR2</em>, <em>CPR4</em>, <em>CYP71</em> and <em>DXS1</em>) in the roots, stems, and leaves. Furthermore, in <em>vitro</em> intervention studies using a pneumonia model demonstrated that these differential <em>ent</em>-LDLs alleviate LPS-induced pulmonary oxidative stress by suppressing ferroptosis in HPMEC cells through the Keap1-Nrf2/HO-1 pathway. These findings provide scientific evidence for quality improvement of <em>A. paniculata</em> and its potential high-value applications in pharmaceutical sectors for pneumonia prevention.</div></div>\",\"PeriodicalId\":13581,\"journal\":{\"name\":\"Industrial Crops and Products\",\"volume\":\"233 \",\"pages\":\"Article 121369\"},\"PeriodicalIF\":5.6000,\"publicationDate\":\"2025-06-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Industrial Crops and Products\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S092666902500915X\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRICULTURAL ENGINEERING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Industrial Crops and Products","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S092666902500915X","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURAL ENGINEERING","Score":null,"Total":0}
Integrative multi-omics profiling of geographical and organ-specific variations of bioactive constituents in Andrographis paniculata: UHPLC-QTOF-MS, MALDI-MSI and antioxidant activity
Andrographis paniculata, a medicinal economic value of crops, is extensively cultivated across subtropical regions of India and China, which contains ent-Labdane diterpenoid lactones (ent-LDLs) represented by andrographolide (AD) as its core bioactive components responsible for anti-inflammatory, antimicrobial, and antioxidant activities. However, significant geographical variations in these components have led to inconsistent quality standards across regions, presenting challenges in overall quality control. This study comprehensively elucidated the distribution patterns and metabolic variations of core ent-LDLs in different geographical origins and organ tissues of A. paniculata through integrated UHPLC-QTOF-MS-GNPS analysis, MALDI-MSI, and chemometrics/machine learning approaches. Eight key differential ent-LDLs dominated by andrographolide (AD) and its derivatives were identified across geographical regions, with isoandrographolide (IAD, 14-hydroxyl epimer of andrographolide) being incorporated for the first time. Notably, we firstly discovered that the root tissue predominantly accumulates IAD rather than AD as its major ent-LDLs, preliminarily revealing tissue-specific metabolic accumulation patterns of bioactive ent-LDLs. Meanwhile, qRT-PCR analysis also confirmed the differential expression of ent-LDLs -associated genes (CPS2, GGPS, CPR2, CPR4, CYP71 and DXS1) in the roots, stems, and leaves. Furthermore, in vitro intervention studies using a pneumonia model demonstrated that these differential ent-LDLs alleviate LPS-induced pulmonary oxidative stress by suppressing ferroptosis in HPMEC cells through the Keap1-Nrf2/HO-1 pathway. These findings provide scientific evidence for quality improvement of A. paniculata and its potential high-value applications in pharmaceutical sectors for pneumonia prevention.
期刊介绍:
Industrial Crops and Products is an International Journal publishing academic and industrial research on industrial (defined as non-food/non-feed) crops and products. Papers concern both crop-oriented and bio-based materials from crops-oriented research, and should be of interest to an international audience, hypothesis driven, and where comparisons are made statistics performed.