Submitted:
07 April 2025
Posted:
08 April 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Results
2.1. Data Analyses
2.2. Results
2.2.1. TRG vs. Treatments
2.2.2. RWC vs. Treatments
3. Discussion
4. Materials and Methods
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| TRG | Trigonelline |
| RWC | Relative Water Amount |
References
- Arnold, J. B., & Arnold, M. J. B. (2015). Package ‘ggthemes’. [CrossRef]
- Ashihara, H., & Watanabe, S. (2014). Accumulation and function of trigonelline in non-leguminous plants. Natural product communications, 9(6), 1934578X1400900616. [CrossRef]
- Asquith, W. H. (2014). Parameter estimation for the 4-parameter Asymmetric Exponential Power distribution by the method of L-moments using R. Computational Statistics & Data Analysis, 71, 955-970.Barger, G. (1914). The simpler natural bases. Longmans, Green. [CrossRef]
- Boyer, J. S. (1982). Plant productivity and environment. Science, 218(4571), 443-448. [CrossRef]
- Chen X, Wood AJ. (2004) Purification and characterization of S-adenosyl-L-methionine nicotinic acid-N-methyltransferase from leaves of Glycine max. Biologia Plantarium, 48, 531-535. [CrossRef]
- Cho Y, Njiti V, Chen X, Triwatayakorn K, Kassem M, Meksem K, Lightfoot DA, Wood AJ. (2002) Quantitative trait loci associated with foliar trigonelline accumulation in Glycine max L. Journal of Biomedicine and Biotechnology, 2, 151-157. [CrossRef]
- ElSohly, M. A., Slade, D. (2005). Chemical constituents of marijuana: The complex mixture of natural cannabinoids. Life sciences, 78(5), 539-548. [CrossRef]
- Flores-Sanchez, I. J., Verpoorte, R. (2008). Secondary metabolism in cannabis. Phytochemistry reviews, 7, 615-639. [CrossRef]
- Fox, J., Friendly, G. G., Graves, S., Heiberger, R., Monette, G., Nilsson, H., ... & Suggests, M. A. S. S. (2007). The car package. R Foundation for Statistical computing, 1109, 1431. [CrossRef]
- Griffin, J., Roozeboom, K., Haag, L., Euler, A., Shelton, M., Myers, T., ... & Wilson, C. (2021). 2020 Kansas State University Industrial Hemp Dual-Purpose and Fiber Trial. Kansas Agricultural Experiment Station Research Reports, 7(9), 3. [CrossRef]
- Jahns, E. (1885). Ueber die alkaloide des bockshornsamens. Berichte der deutschen chemischen Gesellschaft, 18(2), 2518-2523. [CrossRef]
- Kassambara, A. ggpubr: ’ggplot2’ Based Publication Ready Plots (2020). URL https://CRAN.R-project.org/package=ggpubr. R package version 0.4.0. [CrossRef]
- Keller A, Leupin M, Mediavilla V, Wintermantel E (2001) Influence of the growth stage of industrial hemp on chemical and physical properties of the fibres. Ind Crops Prod 13:35–48. [CrossRef]
- Kushima H, Shoyama Y, Nishioka I (1980) Cannabis XII: Variations of cannabinoid amounts in several strains of Cannabis sativa L. with leaf-age, season and sex. Chem Pharm Bull 28:594–598. [CrossRef]
- Mangiafico, S.S. Summary and analysis of extension program evaluation in R; Rutgers Cooperative Extension: New Brunswick, NJ, USA, 2016; p. 775.
- Miller KD, Ebbs SD, Gibson DJ, Wood AJ, Young BG. (2011) Evaluation of physiological parameters for the prediction of seed yield and quality for soybean (Glycine max) plants grown in the presence of weed competition. Plant Biosystems, 145, 1-11. [CrossRef]
- Pate DW (1999) The phytochemistry of Cannabis: Its ecological and evolutionary implications. In: Ranalli P (ed) Advances in hemp research. Haworth Press, NY, pp 21–42. [CrossRef]
- Pfeiffer TL, Cho Y, Gibson DJ, Young BG, Wood AJ. (2001) Utility of trigonelline as a biochemical marker for interspecific weed competition between soybean and the weed common waterhemp. Biologia Plantarum, 44, 619-622. [CrossRef]
- Ross SA, ElSohly MA (1996) The volatile oil composition of fresh and air-dried buds of Cannabis sativa. J Nat Prod 59:49–51. [CrossRef]
- Russell, V.L. Least-Squares Means: The R Package lsmeans. J. Stat. Soft 2016, 69, 1–33. [CrossRef]
- Schwartz, L. M., Wood, A. J., Gibson, D. J. (2014). Trigonelline accumulation in leaves of Panicum virgatum seedlings. Natural Product Communications, 9(8). [CrossRef]
- Spano, M., Di Matteo, G., Ingallina, C., Botta, B., Quaglio, D., Ghirga, F., ... & Sobolev, A. P. (2021). A multimethodological characterization of Cannabis sativa L. inflorescences. [CrossRef]
- Wickham, H. (2006). An introduction to ggplot: An implementation of the grammar of graphics in R. Statistics, 1-8.
- Wood AJ. (1999) Comparison of salt-induced osmotic adjustment and trigonelline accumulation in two soybean cultivars. Biologia Plantarum, 42, 389-394.
- Wood, A. J., Saneoka, H., Rhodes, D., Joly, R. J., & Goldsbrough, P. B. (1996). Betaine aldehyde dehydrogenase in sorghum (molecular cloning and expression of two related genes). Plant physiology, 110(4), 1301-1308. [CrossRef]
- Zheng, X. Q., Nagai, C., Ashihara, H. (2004). Pyridine nucleotide cycle and trigonelline (N-methylnicotinic acid) synthesis in developing leaves and fruits of Coffea arabica. Physiologia Plantarum, 122(4), 404-411. [CrossRef]


| Effect | Sum Sq | Df | F Value | p-Value |
|---|---|---|---|---|
| Water-deficit Stress Treatment | 0.9147 | 1 | 6.6412 | 0.01448 |
| Cultivar | 0.0235 | 1 | 0.1707 | 0.68204 |
| Water-deficit Stress Treatment: Cultivar | 0.0555 | 1 | 0.4033 | 0.52965 |
| Residuals | 4.683 | 34 |
| Effect | Sum Sq | Df | F Value | p-Value |
|---|---|---|---|---|
| Water-deficit Stress Treatment | 17189 | 1 | 6.7854 | 0.01328 |
| Cultivar | 409 | 1 | 0.1615 | 0.69018 |
| Water-deficit Stress Treatment:Cultivar | 472 | 1 | 0.1864 | 0.66851 |
| Residuals | 91195 | 36 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the amount. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).