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Reyes-Ardila WL, Rugeles-Silva PA, Duque-Zapata JD, Vélez-Martínez GA, Tarazona Pulido L, Cardona Tobar KM, Díaz Gallo SA, Muñoz Flórez JE, Díaz-Ariza LA, López-Alvarez D. Exploring Genomics and Microbial Ecology: Analysis of Bidens pilosa L. Genetic Structure and Soil Microbiome Diversity by RAD-Seq and Metabarcoding. Plants (Basel) 2024; 13:221. [PMID: 38256774 PMCID: PMC10818919 DOI: 10.3390/plants13020221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 01/09/2024] [Accepted: 01/11/2024] [Indexed: 01/24/2024]
Abstract
Bidens pilosa L., native to South America and commonly used for medicinal purposes, has been understudied at molecular and genomic levels and in its relationship with soil microorganisms. In this study, restriction site-associated DNA markers (RADseq) techniques were implemented to analyze genetic diversity and population structure, and metabarcoding to examine microbial composition in soils from Palmira, Sibundoy, and Bogotá, Colombia. A total of 2,984,123 loci and 3485 single nucleotide polymorphisms (SNPs) were identified, revealing a genetic variation of 12% between populations and 88% within individuals, and distributing the population into three main genetic groups, FST = 0.115 (p < 0.001) and FIT = 0.013 (p > 0.05). In the soil analysis, significant correlations were found between effective cation exchange capacity (ECEC) and apparent density, soil texture, and levels of Mg and Fe, as well as negative correlations between ECEC and Mg, and Mg, Fe, and Ca. Proteobacteria and Ascomycota emerged as the predominant bacterial and fungal phyla, respectively. Analyses of alpha, beta, and multifactorial diversity highlight the influence of ecological and environmental factors on these microbial communities, revealing specific patterns of clustering and association between bacteria and fungi in the studied locations.
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Affiliation(s)
- Wendy Lorena Reyes-Ardila
- Grupo de Investigación en Diversidad Biológica, Departamento de Ciencias Biológicas, Facultad de Ciencias Agropecuarias, Universidad Nacional de Colombia, Sede Palmira, Palmira 763533, Colombia; (P.A.R.-S.); (J.D.D.-Z.); (G.A.V.-M.)
- Grupo de Investigación en Agricultura Biológica, Departamento de Biología, Pontificia Universidad Javeriana, Sede Bogotá, Bogotá D.C. 110231, Colombia;
| | - Paula Andrea Rugeles-Silva
- Grupo de Investigación en Diversidad Biológica, Departamento de Ciencias Biológicas, Facultad de Ciencias Agropecuarias, Universidad Nacional de Colombia, Sede Palmira, Palmira 763533, Colombia; (P.A.R.-S.); (J.D.D.-Z.); (G.A.V.-M.)
- Grupo de Investigación en Agricultura Biológica, Departamento de Biología, Pontificia Universidad Javeriana, Sede Bogotá, Bogotá D.C. 110231, Colombia;
| | - Juan Diego Duque-Zapata
- Grupo de Investigación en Diversidad Biológica, Departamento de Ciencias Biológicas, Facultad de Ciencias Agropecuarias, Universidad Nacional de Colombia, Sede Palmira, Palmira 763533, Colombia; (P.A.R.-S.); (J.D.D.-Z.); (G.A.V.-M.)
- Grupo de Investigación en Agricultura Biológica, Departamento de Biología, Pontificia Universidad Javeriana, Sede Bogotá, Bogotá D.C. 110231, Colombia;
| | - Glever Alexander Vélez-Martínez
- Grupo de Investigación en Diversidad Biológica, Departamento de Ciencias Biológicas, Facultad de Ciencias Agropecuarias, Universidad Nacional de Colombia, Sede Palmira, Palmira 763533, Colombia; (P.A.R.-S.); (J.D.D.-Z.); (G.A.V.-M.)
- Grupo de Investigación en Agricultura Biológica, Departamento de Biología, Pontificia Universidad Javeriana, Sede Bogotá, Bogotá D.C. 110231, Colombia;
| | - Lina Tarazona Pulido
- Grupo de Investigación en Diversidad Biológica, Departamento de Ciencias Biológicas, Facultad de Ciencias Agropecuarias, Universidad Nacional de Colombia, Sede Palmira, Palmira 763533, Colombia; (P.A.R.-S.); (J.D.D.-Z.); (G.A.V.-M.)
- Grupo de Investigación en Agricultura Biológica, Departamento de Biología, Pontificia Universidad Javeriana, Sede Bogotá, Bogotá D.C. 110231, Colombia;
| | - Karen Melissa Cardona Tobar
- Grupo de Investigación en Diversidad Biológica, Departamento de Ciencias Biológicas, Facultad de Ciencias Agropecuarias, Universidad Nacional de Colombia, Sede Palmira, Palmira 763533, Colombia; (P.A.R.-S.); (J.D.D.-Z.); (G.A.V.-M.)
- Grupo de Investigación en Agricultura Biológica, Departamento de Biología, Pontificia Universidad Javeriana, Sede Bogotá, Bogotá D.C. 110231, Colombia;
| | - Sergio Alberto Díaz Gallo
- Grupo de Investigación en Agricultura Biológica, Departamento de Biología, Pontificia Universidad Javeriana, Sede Bogotá, Bogotá D.C. 110231, Colombia;
| | - Jaime Eduardo Muñoz Flórez
- Grupo de Investigación en Diversidad Biológica, Departamento de Ciencias Biológicas, Facultad de Ciencias Agropecuarias, Universidad Nacional de Colombia, Sede Palmira, Palmira 763533, Colombia; (P.A.R.-S.); (J.D.D.-Z.); (G.A.V.-M.)
| | - Lucia Ana Díaz-Ariza
- Grupo de Investigación en Agricultura Biológica, Departamento de Biología, Pontificia Universidad Javeriana, Sede Bogotá, Bogotá D.C. 110231, Colombia;
| | - Diana López-Alvarez
- Grupo de Investigación en Diversidad Biológica, Departamento de Ciencias Biológicas, Facultad de Ciencias Agropecuarias, Universidad Nacional de Colombia, Sede Palmira, Palmira 763533, Colombia; (P.A.R.-S.); (J.D.D.-Z.); (G.A.V.-M.)
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Sánchez-Velandia J, Becerra JA, Mejía SM, Villa AL, Martínez O F. Thermodynamics of the Isomerization of Monoterpene Epoxides. ACS Omega 2021; 6:34206-34218. [PMID: 34963907 PMCID: PMC8697005 DOI: 10.1021/acsomega.1c03049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 10/26/2021] [Indexed: 05/15/2023]
Abstract
In this contribution, the thermodynamic analysis of α- and β-pinene epoxide isomerization over Fe and Cu supported on MCM-41 is presented using computational chemistry and group contribution methods (GCMs). Some physical-chemical data (T c, P c, v c, Z c, ω, T b, T fus) and thermodynamic (S°298.15, C p,298.15 °, C v,298.15 °, ΔH f,298.15 °, ΔG f,298.15 °, ΔH vb °, ΔH fus, C pL) properties obtained by different GCMs are reported for several monoterpenes and monoterpenoids, which significantly contribute to the knowledge of the properties of these compounds. Density functional theory (DFT), PBE-D3/6-311G(d,p), was employed for determining the Gibbs free energy and the heat of reaction associated with the transformation of monoterpene epoxides into aldehydes, ketones, and related oxygenated compounds in the presence of different solvents and at several temperatures. The calculations were compared with available data reported and the experimental results of the catalytic reactions. The transformation of α- and β-pinene epoxides into aldehydes appears to be more spontaneous and favorable than their transformations into alcohols in a wide range of temperatures. These results are in agreement with the experiments over Fe/MCM-41 and Cu/MCM-41, where α-pinene epoxide isomerization yields campholenic aldehyde (50-80% selectivity) as the main product. The 1.7Fe/MCM-41 material was more active in all solvents than 1.3Cu/MCM-41 for both α- and β-pinene epoxide isomerization. However, perillyl alcohol (20-70% selectivity) was the most favored for the isomerization reaction, except when ethyl acetate was the solvent. Enthalpy and Gibbs free energy of the studied reactions estimated by both GCMs and DFT calculations did not show large differences for most of the reactions at evaluated temperatures.
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Affiliation(s)
- Julián
E. Sánchez-Velandia
- Engineering
Faculty, Chemical Engineering Department, Environmental Catalysis
Research Group, Universidad de Antioquia
UdeA, Calle 70 No. 52−21, 1226 Medellín, Colombia
- Facultad
de Ciencias, Departamento de Química, Grupo de Investigación
Fitoquímica Universidad Javeriana (GIFUJ)—Línea
de investigación en Química Computacional, Pontificia Universidad Javeriana, 11001000 Bogotá, Colombia
- Centro
de Investigación en Catálisis, Escuela de Química, Universidad Industrial de Santander, 680002 Bucaramanga, Colombia
| | - Jaime-Andrés Becerra
- Engineering
Faculty, Chemical Engineering Department, Environmental Catalysis
Research Group, Universidad de Antioquia
UdeA, Calle 70 No. 52−21, 1226 Medellín, Colombia
| | - Sol M. Mejía
- Facultad
de Ciencias, Departamento de Química, Grupo de Investigación
Fitoquímica Universidad Javeriana (GIFUJ)—Línea
de investigación en Química Computacional, Pontificia Universidad Javeriana, 11001000 Bogotá, Colombia
| | - Aída L. Villa
- Engineering
Faculty, Chemical Engineering Department, Environmental Catalysis
Research Group, Universidad de Antioquia
UdeA, Calle 70 No. 52−21, 1226 Medellín, Colombia
| | - Fernando Martínez O
- Centro
de Investigación en Catálisis, Escuela de Química, Universidad Industrial de Santander, 680002 Bucaramanga, Colombia
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