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1.
Nat Biotechnol ; 2024 Mar 22.
Article in English | MEDLINE | ID: mdl-38519720

ABSTRACT

Long-read-based de novo and somatic structural variant (SV) discovery remains challenging, necessitating genomic comparison between samples. We developed SVision-pro, a neural-network-based instance segmentation framework that represents genome-to-genome-level sequencing differences visually and discovers SV comparatively between genomes without any prerequisite for inference models. SVision-pro outperforms state-of-the-art approaches, in particular, the resolving of complex SVs is improved, with low Mendelian error rates, high sensitivity of low-frequency SVs and reduced false-positive rates compared with SV merging approaches.

2.
Gene ; 896: 148060, 2024 Feb 20.
Article in English | MEDLINE | ID: mdl-38048968

ABSTRACT

Lentivirus containing simian virus 40 large T antigen (SV40T) is routinely used to induce cell immortalization. However, the roles of viral integration itself in this progress is still controversial. Here, we transformed primary mouse embryonic fibroblasts (MEFs) with SV40T lentivirus and studied the roles of viral integration in the immortalization using RNA sequencing (RNA-seq) and whole genome sequencing (WGS). During the immortalization, differentially expressed genes (DGEs) are enriched in viral infection and several diverse activities. However, DEGs between immortalized and aging cells are significantly enriched in DNA/chromosome- and extracellular matrix (ECM)-associated activities. Gene regulatory network (GRN) analysis shows that although p53 is a key regulatory factor, many other transcription factors also play critical roles in the process, like STAT1. Of these DEGs, 32 genes have viral integration in their coding and/or regulatory regions. Our findings suggest that viral integration may promote SV40T-mediated immortalization by disturbing the expression of DNA/chromosome- and ECM-associated genes.


Subject(s)
DNA , Fibroblasts , Animals , Mice , Extracellular Matrix/genetics , Chromosomes , Virus Integration/genetics
3.
Genome Biol ; 24(1): 277, 2023 Dec 04.
Article in English | MEDLINE | ID: mdl-38049885

ABSTRACT

BACKGROUND: Recent state-of-the-art sequencing technologies enable the investigation of challenging regions in the human genome and expand the scope of variant benchmarking datasets. Herein, we sequence a Chinese Quartet, comprising two monozygotic twin daughters and their biological parents, using four short and long sequencing platforms (Illumina, BGI, PacBio, and Oxford Nanopore Technology). RESULTS: The long reads from the monozygotic twin daughters are phased into paternal and maternal haplotypes using the parent-child genetic map and for each haplotype. We also use long reads to generate haplotype-resolved whole-genome assemblies with completeness and continuity exceeding that of GRCh38. Using this Quartet, we comprehensively catalogue the human variant landscape, generating a dataset of 3,962,453 SNVs, 886,648 indels (< 50 bp), 9726 large deletions (≥ 50 bp), 15,600 large insertions (≥ 50 bp), 40 inversions, 31 complex structural variants, and 68 de novo mutations which are shared between the monozygotic twin daughters. Variants underrepresented in previous benchmarks owing to their complexity-including those located at long repeat regions, complex structural variants, and de novo mutations-are systematically examined in this study. CONCLUSIONS: In summary, this study provides high-quality haplotype-resolved assemblies and a comprehensive set of benchmarking resources for two Chinese monozygotic twin samples which, relative to existing benchmarks, offers expanded genomic coverage and insight into complex variant categories.


Subject(s)
Benchmarking , East Asian People , Twins, Monozygotic , Humans , East Asian People/genetics , Genomics , Haplotypes , High-Throughput Nucleotide Sequencing , Sequence Analysis, DNA , Twins, Monozygotic/genetics , Twin Studies as Topic
5.
Front Immunol ; 13: 953714, 2022.
Article in English | MEDLINE | ID: mdl-35958620

ABSTRACT

Background: Interleukin-17, the major proinflammatory cytokine secreted by Th17 cells, makes essential contribution to pathogenesis of severe asthma, while the detailed mechanisms, especially the involvement of microRNAs which are also important participants in asthma progression, remains largely unclear. Methods: In this study, we established a house dust mite (HDM) extract-induced murine asthmatic models and the miRNA expression in the lung tissues of mice were profiled by miRNA microarray assay. The effect of miR-365-3p on IL-17-mediated inflammation was examined by qRT-PCR and immunoblotting analysis. The involvement of ARRB2 as target gene of miR-365-3p was verified by overexpression or RNA interference. Results: HDM extract-induced asthmatic inflammation was proved to be IL17-mediated and miR-365-3p was screened out to be the only miRNA exclusively responsive to IL-17. miR-365-3p, whose expression was significantly downregulated upon IL-17 stimulation, was demonstrated to exert remarkable anti-inflammatory effect to decrease IL-17-provoked inflammatory cytokines (KC/IL-8 and IL-6) in both airway epithelial cells and macrophages of murine and human origins, verifying its universal antagonizing activity against IL-17-initiated inflammation across the two species. ARRB2 was characterized as the key target of miR-365-3p to negate IL-17-induced inflammatory cytokines. Conclusion: Taken together, our data supported the notion that miR-365-3p, which was diminished by IL-17 in murine and human asthmatic pathogenesis, functioned as an essential negative mediator in IL-17-stimuated inflammatory response by targeting ARRB2, which would shed new light to the understanding and therapeutics thereof of asthmatic inflammation.


Subject(s)
Asthma , MicroRNAs , Animals , Asthma/chemically induced , Asthma/genetics , Asthma/metabolism , Cytokines/metabolism , Humans , Inflammation/metabolism , Interleukin-17/genetics , Mice , MicroRNAs/metabolism
7.
Genomics Proteomics Bioinformatics ; 20(1): 205-218, 2022 02.
Article in English | MEDLINE | ID: mdl-34224879

ABSTRACT

Complex structural variants (CSVs) are genomic alterations that have more than two breakpoints and are considered as the simultaneous occurrence of simple structural variants. However, detecting the compounded mutational signals of CSVs is challenging through a commonly used model-match strategy. As a result, there has been limited progress for CSV discovery compared with simple structural variants. Here, we systematically analyzed the multi-breakpoint connection feature of CSVs, and proposed Mako, utilizing a bottom-up guided model-free strategy, to detect CSVs from paired-end short-read sequencing. Specifically, we implemented a graph-based pattern growth approach, where the graph depicts potential breakpoint connections, and pattern growth enables CSV detection without pre-defined models. Comprehensive evaluations on both simulated and real datasets revealed that Mako outperformed other algorithms. Notably, validation rates of CSVs on real data based on experimental and computational validations as well as manual inspections are around 70%, where the medians of experimental and computational breakpoint shift are 13 bp and 26 bp, respectively. Moreover, the Mako CSV subgraph effectively characterized the breakpoint connections of a CSV event and uncovered a total of 15 CSV types, including two novel types of adjacent segment swap and tandem dispersed duplication. Further analysis of these CSVs also revealed the impact of sequence homology on the formation of CSVs. Mako is publicly available at https://github.com/xjtu-omics/Mako.


Subject(s)
Algorithms , Genomics , Genome , High-Throughput Nucleotide Sequencing , Mutation , Sequence Analysis, DNA
8.
Genomics Proteomics Bioinformatics ; 20(1): 4-13, 2022 02.
Article in English | MEDLINE | ID: mdl-34487862

ABSTRACT

Arabidopsis thaliana is an important and long-established model species for plant molecular biology, genetics, epigenetics, and genomics. However, the latest version of reference genome still contains a significant number of missing segments. Here, we reported a high-quality and almost complete Col-0 genome assembly with two gaps (named Col-XJTU) by combining the Oxford Nanopore Technologies ultra-long reads, Pacific Biosciences high-fidelity long reads, and Hi-C data. The total genome assembly size is 133,725,193 bp, introducing 14.6 Mb of novel sequences compared to the TAIR10.1 reference genome. All five chromosomes of the Col-XJTU assembly are highly accurate with consensus quality (QV) scores > 60 (ranging from 62 to 68), which are higher than those of the TAIR10.1 reference (ranging from 45 to 52). We completely resolved chromosome (Chr) 3 and Chr5 in a telomere-to-telomere manner. Chr4 was completely resolved except the nucleolar organizing regions, which comprise long repetitive DNA fragments. The Chr1 centromere (CEN1), reportedly around 9 Mb in length, is particularly challenging to assemble due to the presence of tens of thousands of CEN180 satellite repeats. Using the cutting-edge sequencing data and novel computational approaches, we assembled a 3.8-Mb-long CEN1 and a 3.5-Mb-long CEN2. We also investigated the structure and epigenetics of centromeres. Four clusters of CEN180 monomers were detected, and the centromere-specific histone H3-like protein (CENH3) exhibited a strong preference for CEN180 Cluster 3. Moreover, we observed hypomethylation patterns in CENH3-enriched regions. We believe that this high-quality genome assembly, Col-XJTU, would serve as a valuable reference to better understand the global pattern of centromeric polymorphisms, as well as the genetic and epigenetic features in plants.


Subject(s)
Arabidopsis , Nanopores , Arabidopsis/genetics , Arabidopsis/metabolism , Centromere/genetics , Centromere/metabolism , DNA , Histones/metabolism , Sequence Analysis, DNA
9.
Fundam Res ; 2(6): 946-953, 2022 Nov.
Article in English | MEDLINE | ID: mdl-38933383

ABSTRACT

The advantages of both the length and accuracy of high-fidelity (HiFi) reads enable chromosome-scale haplotype-resolved genome assembly. In this study, we sequenced a cell line named HJ, established from a Chinese Han male individual by using HiFi and Hi-C. We assembled two high-quality haplotypes of the HJ genome (haplotype 1 (H1): 3.1 Gb, haplotype 2 (H2): 2.9 Gb). The continuity (H1: contig N50 = 28.2 Mb, H2: contig N50 = 25.9 Mb) and completeness (BUSCO: H1 = 94.9%, H2 = 93.5%) are substantially better than those of other Chinese genomes, for example, HX1, NH1.0, and YH2.0. By comparing HJ genome with GRCh38, we reported the mutation landscape of HJ and found that 176 and 213 N-gaps were filled in H1 and H2, respectively. In addition, we detected 12.9 Mb and 13.4 Mb novel sequences containing 246 and 135 protein-coding genes in H1 and H2, respectively. Our results demonstrate the advantages of HiFi reads in haplotype-resolved genome assembly and provide two high-quality haplotypes of a potential Chinese genome as a reference for the Chinese Han population.

10.
Nat Commun ; 12(1): 6030, 2021 10 15.
Article in English | MEDLINE | ID: mdl-34654815

ABSTRACT

For millions of years, plants evolve plenty of structurally diverse secondary metabolites (SM) to support their sessile lifestyles through continuous biochemical pathway innovation. While new genes commonly drive the evolution of plant SM pathway, how a full biosynthetic pathway evolves remains poorly understood. The evolution of pathway involves recruiting new genes along the reaction cascade forwardly, backwardly, or in a patchwork manner. With three chromosome-scale Papaver genome assemblies, we here reveal whole-genome duplications (WGDs) apparently accelerate chromosomal rearrangements with a nonrandom distribution towards SM optimization. A burst of structural variants involving fusions, translocations and duplications within 7.7 million years have assembled nine genes into the benzylisoquinoline alkaloids gene cluster, following a punctuated patchwork model. Biosynthetic gene copies and their total expression matter to morphinan production. Our results demonstrate how new genes have been recruited from a WGD-induced repertoire of unregulated enzymes with promiscuous reactivities to innovate efficient metabolic pathways with spatiotemporal constraint.


Subject(s)
Biosynthetic Pathways , Chromosomes/metabolism , Morphinans/metabolism , Noscapine/metabolism , Papaver/genetics , Papaver/metabolism , Alkaloids/chemistry , Alkaloids/metabolism , Benzylisoquinolines/metabolism , Biosynthetic Pathways/genetics , Evolution, Molecular , Genome , Genomics , Multigene Family , Plant Proteins/genetics
11.
Nat Prod Res ; 35(1): 25-33, 2021 Jan.
Article in English | MEDLINE | ID: mdl-31135216

ABSTRACT

Two new compounds, including a diterpenoid glycoside (1) and a triterpenoid glycoside (6), along with six known compounds were isolated from Clinopodium chinense. The structures of the new compounds were determined on basis of extensive spectral analysis and chemical method. Compounds 1-8 were evaluated for their insulin resistance effect and cytotoxic activity against the A549 and HepG2 cancer cell lines. None of the compounds were cytotoxic (IC50 > 100 µM), while compounds 1-3 and 5 showed the activity of ameliorating insulin resistance in HepG2.


Subject(s)
Diterpenes/pharmacology , Lamiaceae/chemistry , Triterpenes/pharmacology , A549 Cells , Antineoplastic Agents, Phytogenic/chemistry , Antineoplastic Agents, Phytogenic/pharmacology , Diterpenes/chemistry , Drug Evaluation, Preclinical , Glycosides/chemistry , Glycosides/pharmacology , Hep G2 Cells , Humans , Insulin Resistance , Magnetic Resonance Spectroscopy , Molecular Structure , Plant Extracts/chemistry , Triterpenes/chemistry
12.
Quant Biol ; 8(3): 238-244, 2020.
Article in English | MEDLINE | ID: mdl-32923014

ABSTRACT

BACKGROUND: Various models have been applied to predict the trend of the epidemic since the outbreak of COVID-19. METHODS: In this study, we designed a dynamic graph model, not for precisely predicting the number of infected cases, but for a glance of the dynamics under a public epidemic emergency situation and of different contributing factors. RESULTS: We demonstrated the impact of asymptomatic transmission in this outbreak and showed the effectiveness of city lockdown to halt virus spread within a city. We further illustrated that sudden emergence of a large number of cases could overwhelm the city medical system, and external medical aids are critical to not only containing the further spread of the virus but also reducing fatality. CONCLUSION: Our model simulation showed that highly populated modern cities are particularly vulnerable and lessons learned in China could facilitate other countries to plan the proactive and decisive actions. We shall pay close attention to the asymptomatic transmission being suggested by rapidly accumulating evidence as dramatic changes in quarantine protocol are required to contain SARS-CoV-2 from spreading globally. SUPPLEMENTARY MATERIALS: The supplementary materials can be found online with this article at 10.1007/s40484-020-0215-4.

13.
Chin J Nat Med ; 16(7): 499-504, 2018 Jul.
Article in English | MEDLINE | ID: mdl-30080648

ABSTRACT

Two previously undescribed steroidal compounds, 16, 23-epoxy-22, 26-epimino-cholest-22(N), 23, 25(26)-trien-3ß-ol-3-O-ß-D-glucopyranosyl-(1→2)-ß-D-glucopyranosyl-(1→4)-ß-D-galactopyranoside (1) and 26-O-ß-D-glucopyranosyl-(25R)-5α-furost-20(22)-en-3ß, 26-diol (2), together with 7 known ones including 26-O-ß-D-glucopyranosyl-(25R)-5, 20(22)-dien-furost-3ß, 26-diol (3), (25R)-5-en-spirost-3ß-ol-O-ß-D-glucopyranosyl-(1→4)-[α-L-rhmanopyranosyl-(1→2)]-ß-D-galactopyranoside (4), funkioside D (5), aspidistrin (6), tigogenin-3-O-ß-D-lucotrioside (7), desglucolanatigonin II (8), and degalactotigonin (9), were isolated from Solanum lyratum Thunb. Their cytotoxic activities were tested in two cancer cell lines by MTT method. One of the steroidal glycosides (6) showed significant cytotoxic activity against gastric cancer SGC7901 and liver cancer BEL-7402 cells.


Subject(s)
Alkaloids/toxicity , Antineoplastic Agents/isolation & purification , Antineoplastic Agents/toxicity , Glycosides/toxicity , Plant Extracts/toxicity , Solanum/chemistry , Sterols/toxicity , Alkaloids/chemistry , Alkaloids/isolation & purification , Antineoplastic Agents/chemistry , Cell Line, Tumor , Cell Survival/drug effects , Glycosides/chemistry , Glycosides/pharmacology , Humans , Inhibitory Concentration 50 , Molecular Structure , Phytosterols/chemistry , Phytosterols/isolation & purification , Phytosterols/toxicity , Plant Extracts/chemistry , Plants, Medicinal/chemistry , Sterols/chemistry , Sterols/pharmacology
14.
J Asian Nat Prod Res ; 16(10): 982-90, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25082464

ABSTRACT

Two new and six known steroidal glucosides were isolated from the tuber of Ophiopogon japonicus. The new steroidal glucosides were established as (20R,25R)-26-O-ß-d-glucopyranosyl-3ß,26-dihydroxycholest-5-en-16,22-dioxo-3-O-α-l-rhamnopyranosyl-(1 â†’ 2)-ß-d-glucopyranoside (1) and 26-O-ß-d-glucopyranosyl-(25R)-furost-5-en-3ß,14α,17α,22α,26-pentaol-3-O-α-l-rhamnopyranosyl-(1 â†’ 2)-ß-d-glucopyranoside (3) on the basis of spectroscopic data as well as chemical evidence.


Subject(s)
Cholestenes/isolation & purification , Cholestenones/isolation & purification , Glucosides/isolation & purification , Glycosides/isolation & purification , Ophiopogon/chemistry , Steroids/isolation & purification , Cholestenes/chemistry , Cholestenones/chemistry , Glucosides/chemistry , Glycosides/chemistry , Molecular Structure , Nuclear Magnetic Resonance, Biomolecular , Plant Tubers/chemistry , Stereoisomerism , Steroids/chemistry
15.
Chin J Nat Med ; 12(4): 300-4, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24863357

ABSTRACT

AIM: To study the chemical constituents of stems of Gymnema sylvestre (Retz.) Schult. METHODS: Chromatographic techniques using silica gel, C18 reversed phase silica gel, and prep-HPLC were used. The structures were elucidated on the basis of MS and spectroscopic analysis (1D and 2D NMR), as well as chemical methods. RESULTS: Seven compounds were isolated and their structures were elucidated as conduritol A (1), stigmasterol (2), lupeol (3), stigmasterol-3-O-ß-D-glucoside (4), the sodium salt of 22α-hydroxy-longispinogenin-3-O-ß-D-glucopyranosyl-(1→3)-ß-D-glu-curono-pyranosyl-28-O-α-L-rhamnopyranoside (5), oleanolic acid-3-O-ß-D-glucopyranosyl-(1→6)-ß-D-glucopyranoside (6), and the sodium salt of 22α-hydroxy-longispinogenin 3-O-ß-D-glucuronopyranosyl-28-O-α-L-rhamnopyranoside (7). The inhibition activities of compounds 1, 5-7 on non-enzymatic glycation of protein in vitro were evaluated. CONCLUSION: Compound 7 is a new triterpenoid saponin. It was shown that compounds 1, 5-7 have weak inhibition activities for non-enzymatic glycation of protein in vitro.


Subject(s)
Drugs, Chinese Herbal/chemistry , Gymnema sylvestre/chemistry , Plant Stems/chemistry , Drugs, Chinese Herbal/isolation & purification , Molecular Structure
16.
J Asian Nat Prod Res ; 16(2): 206-9, 2014.
Article in English | MEDLINE | ID: mdl-24286491

ABSTRACT

A new dammarane triterpenoid glycoside named cyclocarioside J (1) and other three known triterpenoid glycosides were isolated from the leaves of Cyclocarya paliurus. Based on ESI-MS, HR-ESI-MS, (1)H NMR, (13)C NMR, and 2D NMR techniques including (1)H-(1)H COSY, HMBC, HMQC, and NOESY correlations, the structure of cyclocarioside J was elucidated as (20S,24R)-epoxydammarane 3ß,12ß,25-trihydroxy-12-O-ß-d-quinovopyranosyl-3-O-α-l-arabinopyranoside.


Subject(s)
Drugs, Chinese Herbal/isolation & purification , Glycosides/isolation & purification , Juglandaceae/chemistry , Triterpenes/isolation & purification , Drugs, Chinese Herbal/chemistry , Glycosides/chemistry , Molecular Structure , Nuclear Magnetic Resonance, Biomolecular , Plant Leaves/chemistry , Triterpenes/chemistry , Dammaranes
17.
J Asian Nat Prod Res ; 14(12): 1186-90, 2012.
Article in English | MEDLINE | ID: mdl-23088362

ABSTRACT

Besides four known compounds, a new triterpenoid saponin was isolated from the stems of Gymnema sylvestre. The structure of the new triterpenoid saponin was established as 3ß,16ß,22α-trihydroxy-olean-12-ene 3-O-ß-D-xylopyranosyl-(1 → 6)-ß-D-glucopyranosyl-(1 → 6)-ß-D-glucopyranoside (1) on the basis of 1D and 2D NMR techniques, including COSY, HMBC, HMQC, and NOESY correlations. Four known compounds 2, 3, 4, and 5 were identified on the basis of spectroscopic data.


Subject(s)
Drugs, Chinese Herbal/isolation & purification , Gymnema sylvestre/chemistry , Saponins/isolation & purification , Triterpenes/isolation & purification , Drugs, Chinese Herbal/chemistry , Nuclear Magnetic Resonance, Biomolecular , Saponins/chemistry , Triterpenes/chemistry
18.
J Asian Nat Prod Res ; 12(5): 349-54, 2010 May.
Article in English | MEDLINE | ID: mdl-20496191

ABSTRACT

Two new furostanol saponins were isolated from the fruits of Tribulus terrestris L. Their structures were established as 26-O-beta-D-glucopyranosyl-(25S)-5alpha-furost-20(22)-en-3beta,26-diol-3-O-alpha-L-rhamnopyranosyl-(1 --> 2)-[beta-D-glucopyranosyl-(1 --> 4)]-beta-D-galactopyranoside (1) and 26-O-beta-D-glucopyranosyl-(25S)-5alpha-furost-20(22)-en-12-one-3beta,26-diol-3-O-beta-D-galactopyranosyl-(1 --> 2)-beta-D-glucopyranosyl-(1 --> 4)-beta-D-galactopyranoside (2) on the basis of spectroscopic data as well as chemical evidence.


Subject(s)
Drugs, Chinese Herbal/isolation & purification , Saponins/isolation & purification , Steroids/isolation & purification , Tribulus/chemistry , Drugs, Chinese Herbal/chemistry , Fruit/chemistry , Molecular Structure , Nuclear Magnetic Resonance, Biomolecular , Saponins/chemistry , Stereoisomerism , Steroids/chemistry
19.
Zhong Yao Cai ; 33(10): 1579-81, 2010 Oct.
Article in Chinese | MEDLINE | ID: mdl-21355196

ABSTRACT

OBJECTIVE: To analyze and identify fatty acids from the flowers of Trollius chinensis Bunge. METHODS: To isolate and determine the constituents using GC/MS technique, quantitatively analyze their content by area normalization method. RESULTS: 31 fatty acids and 7 other constituents were isolated and determined. CONCLUSION: The major fatty acids were hexadecanoic (19.85%), (Z,Z)-9,12-octadecadienoic (14.37%), tetradecanoic (13.93%), (Z)-9-octadecenoic (13.00%), dodecanoic (6.79%), 10-hydroxy-hexadecanoic (4.37%) and octadecanoic (3.34%) acids.


Subject(s)
Fatty Acids/analysis , Flowers/chemistry , Plants, Medicinal/chemistry , Ranunculaceae/chemistry , Fatty Acids/chemistry , Fatty Acids/isolation & purification , Gas Chromatography-Mass Spectrometry , Lauric Acids/analysis , Lauric Acids/chemistry , Lauric Acids/isolation & purification , Molecular Structure , Molecular Weight , Myristic Acid/analysis , Myristic Acid/chemistry , Myristic Acid/isolation & purification , Palmitic Acid/analysis , Palmitic Acid/chemistry , Palmitic Acid/isolation & purification , Stearic Acids/analysis , Stearic Acids/chemistry , Stearic Acids/isolation & purification
20.
Molecules ; 14(11): 4497-504, 2009 Nov 09.
Article in English | MEDLINE | ID: mdl-19924082

ABSTRACT

The new triterpene glycoside 3-O-beta-D-xylopyranosyl-(1-->4)-beta-D-xylopyranosyl-(1-->3)-alpha-L-rhamnopyranosyl-(1-->2)-alpha-L-arabinopyranosylhederagenin 28-O-beta-D-gluco-pyranosyl-(1-->6)-beta-D-glucopyranoside, named septemoside A (1), and the known 3-O-alpha-L-rhamnopyranosyl-(1-->2)-O-alpha-L-arabinopyranoside-28-O-beta-D-glucopyranosyl-(1-->6)-O-beta-D-glucopyranosyl ester of hederagenin (2), were isolated from the bark of Kalopanax septemlobus. The structure elucidation of the compounds was based on spectroscopic evidence, including HRESIMS, 1D and 2D-NMR analysis.


Subject(s)
Glycosides/chemistry , Kalopanax/chemistry , Plant Bark/chemistry , Plant Extracts/chemistry , Triterpenes/chemistry , Glycosides/isolation & purification , Magnetic Resonance Spectroscopy , Molecular Structure , Triterpenes/isolation & purification
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