TY - JOUR
T1 - Untargeted metabolomics approach and molecular networking analysis reveal changes in chemical composition under the influence of altitudinal variation in bamboo species
AU - Chitiva, Luis Carlos
AU - Lozano-Puentes, Hair Santiago
AU - Londoño, Ximena
AU - Leão, Tiago F.
AU - Cala, Mónica P.
AU - Ruiz-Sanchez, Eduardo
AU - Díaz-Ariza, Lucía Ana
AU - Prieto-Rodríguez, Juliet A.
AU - Castro-Gamboa, Ian
AU - Costa, Geison M.
N1 - Publisher Copyright:
Copyright © 2023 Chitiva, Lozano-Puentes, Londoño, Leão, Cala, Ruiz-Sanchez, Díaz-Ariza, Prieto-Rodríguez, Castro-Gamboa and Costa.
PY - 2023
Y1 - 2023
N2 - Bamboo species have traditionally been used as building material and potential source of bioactive substances, as they produce a wide variety of phenolic compounds, including flavonoids and cinnamic acid derivatives that are considered biologically active. However, the effects of growth conditions such as location, altitude, climate, and soil on the metabolome of these species still need to be fully understood. This study aimed to evaluate variations in chemical composition induced by altitudinal gradient (0–3000 m) by utilizing an untargeted metabolomics approach and mapping chemical space using molecular networking analysis. We analyzed 111 samples from 12 bamboo species collected from different altitudinal ranges using liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (LC-QTOF-MS). We used multivariate and univariate statistical analyses to identify the metabolites that showed significant differences in the altitude environments. Additionally, we used the Global Natural Products Social Molecular Networking (GNPS) web platform to perform chemical mapping by comparing the metabolome among the studied species and the reference spectra from its database. The results showed 89 differential metabolites between the altitudinal ranges investigated, wherein high altitude environments significantly increased the profile of flavonoids. While, low altitude environments significantly boosted the profile of cinnamic acid derivatives, particularly caffeoylquinic acids (CQAs). MolNetEnhancer networks confirmed the same differential molecular families already found, revealing metabolic diversity. Overall, this study provides the first report of variations induced by altitude in the chemical profile of bamboo species. The findings may possess fascinating active biological properties, thus offering an alternative use for bamboo.
AB - Bamboo species have traditionally been used as building material and potential source of bioactive substances, as they produce a wide variety of phenolic compounds, including flavonoids and cinnamic acid derivatives that are considered biologically active. However, the effects of growth conditions such as location, altitude, climate, and soil on the metabolome of these species still need to be fully understood. This study aimed to evaluate variations in chemical composition induced by altitudinal gradient (0–3000 m) by utilizing an untargeted metabolomics approach and mapping chemical space using molecular networking analysis. We analyzed 111 samples from 12 bamboo species collected from different altitudinal ranges using liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (LC-QTOF-MS). We used multivariate and univariate statistical analyses to identify the metabolites that showed significant differences in the altitude environments. Additionally, we used the Global Natural Products Social Molecular Networking (GNPS) web platform to perform chemical mapping by comparing the metabolome among the studied species and the reference spectra from its database. The results showed 89 differential metabolites between the altitudinal ranges investigated, wherein high altitude environments significantly increased the profile of flavonoids. While, low altitude environments significantly boosted the profile of cinnamic acid derivatives, particularly caffeoylquinic acids (CQAs). MolNetEnhancer networks confirmed the same differential molecular families already found, revealing metabolic diversity. Overall, this study provides the first report of variations induced by altitude in the chemical profile of bamboo species. The findings may possess fascinating active biological properties, thus offering an alternative use for bamboo.
KW - GNPS
KW - Guadua
KW - altitudinal variation
KW - bamboo
KW - cinnamic acid derivatives
KW - flavonoids
KW - natural products
KW - untargeted metabolomics
UR - http://www.scopus.com/inward/record.url?scp=85161420781&partnerID=8YFLogxK
U2 - 10.3389/fmolb.2023.1192088
DO - 10.3389/fmolb.2023.1192088
M3 - Article
AN - SCOPUS:85161420781
SN - 2296-889X
VL - 10
JO - Frontiers in Molecular Biosciences
JF - Frontiers in Molecular Biosciences
M1 - 1192088
ER -