{"title":"Assessment of genetic diversity and construction of core germplasm in populations of Acorus tatarinowii based on SNP markers","authors":"Qian Qin, Yanjing Dong, Jiaqi He, Jialong Chen, Danyang Wu, Shouwen Zhang","doi":"10.1016/j.jarmap.2024.100605","DOIUrl":"10.1016/j.jarmap.2024.100605","url":null,"abstract":"<div><div><em>Acorus tatarinowii</em> is a natural medicinal plant integral to traditional aromatic therapies. It is commonly employed in the treatment of depression, epilepsy, and Alzheimer's disease due to its significant medicinal and aromatic properties. However, the genetic diversity of wild <em>A. tatarinowii</em> resources has declined due to over-exploitation and habitat destruction. This study aims to assess the genetic diversity of the natural populations of <em>A. tatarinowii</em>, establish a core germplasm bank, explore its genetic richness and uniqueness, prevent genetic erosion, and identify beneficial genes. In this study, for the first time, 429A. tatarinowii samples from 40 populations were analyzed for genetic diversity and population structure using Hyper-Seq technology. A total of 4772,850 high-quality Single Nucleotide Polymorphisms (SNPs) and 1563,000 Insertions and Deletions (InDels) variant loci were identified, with C/T as the predominant variant type and a Ts/Tv ratio of 1.079. Annotation of these loci indicated that the majority of variants occurring in intergenic regions, accounting for 50.59 % of the total. Moreover, the heterozygosity, nucleotide diversity, and FST of <em>A. tatarinowii</em> suggested low genetic diversity within this species within the populations. The analysis of molecular variance (AMOVA) revealed that the population variation of <em>A. tatarinowii</em> is mainly caused by the variation between populations (72.06 %), while the variation within populations only contributes a small part (27.94 %) Through NJ tree, PCA, and ADMIXTURE analyses, the 429<em>A. tatarinowii</em> samples were classified into five subgroups, with some genetic exchange observed. A total of 7163 high-quality polymorphic SNPs were identified, and a core germplasm consisting of 85 samples was established, achieving genotype retention rates similar to those of the original germplasm. This indicates that a smaller number of germplasm resources can effectively represent the majority of the genetic diversity. Additionally, PCA analysis further confirmed the representativeness and validity of the constructed core germplasm resources. Furthermore, the DNA fingerprints of the 429 accessions were established using the most effective combinations of 26 SNP markers, which served as specific markers to effectively distinguish all samples. In conclusion, these findings offer valuable insights into the genetic structure of <em>A. tatarinowii</em>, facilitating the identification of high-quality genes and providing a scientific foundation for the development of breeding programs and conservation strategies for <em>A. tatarinowii</em>.</div></div>","PeriodicalId":15136,"journal":{"name":"Journal of Applied Research on Medicinal and Aromatic Plants","volume":"44 ","pages":"Article 100605"},"PeriodicalIF":3.8,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142723020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gerald Binder , Matthias Knödler , Bernhard Klier , Patricia Zang , Hagen Albert , Alexandra Barofsky , Barbara Steinhoff
{"title":"Findings on the heavy metal content in herbal drugs and essential oils – An updated database evaluation","authors":"Gerald Binder , Matthias Knödler , Bernhard Klier , Patricia Zang , Hagen Albert , Alexandra Barofsky , Barbara Steinhoff","doi":"10.1016/j.jarmap.2024.100609","DOIUrl":"10.1016/j.jarmap.2024.100609","url":null,"abstract":"<div><div>In order to guarantee the safety of patients and consumers, the European legal framework restricts the content of heavy metals and further elements in plant material used for the production of medicinal and food products. This data evaluation comprises findings on seven elements between 2016 and 2021 which were assessed against the requirements of the European Pharmacopoeia (Ph.Eur.) and the ICH Q3D guideline on elemental impurities. !5.328 herbal drug samples from 427 products and 537 essential oil samples from 25 products were included in this evaluation which demonstrates that the Ph. Eur. limits set for cadmium, lead and mercury are considered appropriate. Samples from organic production revealed a lower occurrence of cadmium, lead and mercury as compared to samples from conventional production. With regard to the ICH Q3D requirements, none of the herbal drug samples exceeded the respective limit for cobalt, nickel and vanadium<em>,</em> while for arsenic higher values were observed in individual cases. A comparison of the findings with a former period of evaluation showed an increase in positive findings and also a few more exceedances of the Ph.Eur. limits. For essential oils, it can be confirmed that independent from the production process, the probability of heavy metal contamination is low.</div></div>","PeriodicalId":15136,"journal":{"name":"Journal of Applied Research on Medicinal and Aromatic Plants","volume":"44 ","pages":"Article 100609"},"PeriodicalIF":3.8,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Identification and codification of phenological stages of the karonda (Carissa carandas L.) according to the BBCH scale","authors":"Bommanahalli Munivenkate Gowda Muralidhara , Abalavadi Thammaiah Rani , Gandrajapally Shivareddy Madhu , Gangappa Nayan Deepak , Rajendiran Selladurai , Siddanna Savadi , Ganeshan Karunakaran , Prakash Chandra Tripathi , Thandavarajan Sakthivel , Polappati Mohan Mithun , Damodhar Deekshith","doi":"10.1016/j.jarmap.2024.100607","DOIUrl":"10.1016/j.jarmap.2024.100607","url":null,"abstract":"<div><div>Karonda is a nutritive and medicinally important wild fruit crop cultivated mainly in Asian countries. The plant and its produce are widely used in the Indian tribe’s medicine, Ayurveda, Unani, and Homoeopathic system of medicines. However, its phenological stages have not yet been defined systematically. In this study, the important phenological growth stages of karonda occurring during an annual growth cycle were identified and described using a three- digits extended BBCH (Biologische Bundesantalt, Bundessortenamt und Chemische Industrie) scale. A total of 38 secondary growth stages encompassing the 7 principal growth stages were identified and described as per the BBCH scale. The seven principal growth stages identified include three vegetative stages (bud, leaf and shoot development), two flowering stages (inflorescence emergence and flower development) and two fruiting stages (fruit development and maturity). Besides, the physicochemical changes occurring during fruit development and maturity stages were studied. The fruit weight, total soluble solids and iron content increased gradually during fruit development stages starting from 701 stage and reaching maximum at the 819 stage. Further, the important insect pests were documented from 010 to 819 stages. The insect pests such as defoliator and shoot webber cum borer were belonging to the Sphingidae and Tortricidae families respectively, were most commonly observed. The detailed description of phenological stages based on BBCH scale, information of physicochemical changes and insect pests generated in this study will help for scientific cultivation of karonda especially in scheduling crop production and crop protection practices. Besides, the developed BBCH scale can be a useful tool for characterization of germplasm in the gene banks and understanding the effect of climatic changes on karonda production.</div></div>","PeriodicalId":15136,"journal":{"name":"Journal of Applied Research on Medicinal and Aromatic Plants","volume":"44 ","pages":"Article 100607"},"PeriodicalIF":3.8,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747857","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jiseok Kim , Jong-Soo Kang , Hyun-Seung Park , Jae-Hyeon Jeon , Jee Young Park , Eunbi Yeo , Jung Hwa Kang , Seung Hyun Kim , Do Won Jeong , Young-Sik Kim , Hocheol Kim , Woojong Jang , Goya Choi , Byeong Cheol Moon , Tae-Jin Yang
{"title":"Molecular authentication of Paeonia species for paeonia radix production using plastid and nuclear DNA markers","authors":"Jiseok Kim , Jong-Soo Kang , Hyun-Seung Park , Jae-Hyeon Jeon , Jee Young Park , Eunbi Yeo , Jung Hwa Kang , Seung Hyun Kim , Do Won Jeong , Young-Sik Kim , Hocheol Kim , Woojong Jang , Goya Choi , Byeong Cheol Moon , Tae-Jin Yang","doi":"10.1016/j.jarmap.2024.100604","DOIUrl":"10.1016/j.jarmap.2024.100604","url":null,"abstract":"<div><div><em>Paeonia lactiflora</em> is a perennial herbaceous plant popular in oriental medicine and as an ornamental plant. Two related species, <em>P. veitchii</em> and <em>P. obovata</em>, share several medicinal uses with <em>P. lactiflora</em>. To develop a molecular authentication system for these three <em>Paeonia</em> species, which are used to produce the Chinese herbal medicine Paeonia Radix, we generated super-barcode information. This included complete plastid genomes (plastomes) and 45S nuclear ribosomal DNA (45S nrDNA) from two accessions of <em>P. lactiflora</em> and one accession each of <em>P. veitchii</em> and <em>P. obovata</em>, using whole-genome sequencing data. The four plastomes range from 152,519 to 152,731 base pairs (bp) in length and have the same gene content and order. The 45S nrDNA transcriptional units range from 5879 to 6315 bp in length and show 33 SNPs among the three species. Phylogenetic analyses based on plastome and 45S nrDNA sequences clearly identified each species as a monophyletic group. Inter- and intraspecific polymorphisms were discovered among these three <em>Paeonia</em> species and <em>Paeonia suffruticosa</em>. Four molecular markers were developed to discriminate between <em>P. lactiflora</em>, <em>P. veitchii</em>, <em>P. obovata</em>, and <em>P. suffruticosa</em>, the main species used to produce Paeonia Radix in Korea and China. These markers successfully authenticated the species when applied to multiple herbal samples collected from various origins.</div></div>","PeriodicalId":15136,"journal":{"name":"Journal of Applied Research on Medicinal and Aromatic Plants","volume":"44 ","pages":"Article 100604"},"PeriodicalIF":3.8,"publicationDate":"2024-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142723019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effect of blanching and microwave-hot air drying of Asparagus racemosus Willd. tuberous roots on shelf life","authors":"Lamul Wiset , Phattharanan Thiangma , Nattapol Poomsa-Ad , Somsak Nualkaew , Nitra Nuengchamnong , Ruttanakorn Munjit , Woranan Nakbanpote","doi":"10.1016/j.jarmap.2024.100603","DOIUrl":"10.1016/j.jarmap.2024.100603","url":null,"abstract":"<div><div>The quality of dried tuberous roots of <em>Asparagus racemosus</em> Willd. depends on the drying method and storage conditions. This research aims to compare three methods for drying blanched and non-blanched root slices: tray drying at 60 °C (TD 60 C), microwave-assisted hot air drying at 1000 W with 60 °C (MW1000+60 C), and at 1500 W with 60 °C (MW1500+60 C). Drying efficiency was evaluated over a one-year shelf life. The blanching was carried out at 80 °C for 5 min. MW1000 60 C was the most suitable for brightness, total phenolic content (TPC), total flavonoid content (TFC), total saponin content (TSC), and sugar content. Its brightness (<em>L*</em>), TPC, TFC, and TSC were 90.90 ± 1.08, 1.96 ± 0.08 mg GAE/g DW, 0.69 ± 0.07 mg ECE/g DW, and 1256.8 ± 25.1 mg SE/g DW, respectively. Total sugar content and total reducing sugar content were 1577.1 ± 17.1 mg Glu/g DW and 47.43 ± 2.06 mg Glu/g DW, respectively. Blanching before MW1000+60 C decreased TPC, TFC, total sugar content, and total reducing sugar content by 31 %, 25 %, 20 %, and 43 %, respectively, but did not reduce the TSC. The optimum shelf life was 6 months. The storage for 12 months caused negative changes in moisture content, colour, TPC, TFC, sugar content, and microbial load. The saponin compounds were asparacoside, shatavarin IX, shatavarin V, asparanin A, aspafilioside B, and sarsasapogenin 3-[4''-glucosyl-6''-arabinosylglucoside]. Theasaponin E3 was found in blanched and dried roots after 12 months. Consequently, this research provided guidelines for drying methods and monitoring shelf life.</div></div>","PeriodicalId":15136,"journal":{"name":"Journal of Applied Research on Medicinal and Aromatic Plants","volume":"44 ","pages":"Article 100603"},"PeriodicalIF":3.8,"publicationDate":"2024-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142702660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Differential germination responses of plump and shriveled seeds to environmental factors and storage conditions in Tamarix laxa Willd.","authors":"Ruiqi Zheng , Xiang Shi , Shaoming Wang","doi":"10.1016/j.jarmap.2024.100602","DOIUrl":"10.1016/j.jarmap.2024.100602","url":null,"abstract":"<div><div><em>Tamarix laxa</em> Willd. is a vital shrub widely distributed in arid and semi-arid regions. It serves as an excellent species for sand-fixing afforestation in saline-alkali and sandy desert lands and has medicinal properties for wind-dispelling and detoxifying. This plant produces two types of seeds: plump and shriveled. However, the effect of seed plumpness on germination has not been extensively studied. In this research, we found that 42 % of the seeds in <em>T. laxa</em> were plump, and 58 % were shriveled. We then investigated how different temperatures, light conditions, salt concentrations, and storage methods affect the germination of these seeds. Shriveled seeds were significantly smaller and had a lower germination percentage compared to plump seeds. <em>T. laxa</em> seeds exhibited a broad adaptability to temperature. Plump seeds showed over 90 % germination at three different temperatures, whereas shriveled seeds had a 57 % germination percentage at 15/30 °C. Continuous darkness significantly reduced the germination percentage for both seed types. Although <em>T. laxa</em> seeds displayed some salt tolerance, high salt concentrations (0.6 mol/L NaCl) markedly decreased their germination percentage. Freshly mature seeds initially had a 99 % germination percentage. However, seeds stored at room temperature for 90 days nearly lost their viability. In contrast, seeds stored at −18 °C for 180 days maintained a germination percentage above 80 %. Low-temperature storage effectively delayed the short-term loss of seed vitality. This study offers comprehensive insights into <em>T. laxa</em> seed germination, providing valuable information for desert restoration efforts.</div></div>","PeriodicalId":15136,"journal":{"name":"Journal of Applied Research on Medicinal and Aromatic Plants","volume":"43 ","pages":"Article 100602"},"PeriodicalIF":3.8,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142653549","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mohamed Ben El Caid , Mohamed Lachheb , Khalid Lagram , Xiukang Wang , Mohammed Amine Serghini
{"title":"Ecotypic variation and environmental influence on saffron (Crocus sativus L.) vegetative growth: A multivariate performance analysis","authors":"Mohamed Ben El Caid , Mohamed Lachheb , Khalid Lagram , Xiukang Wang , Mohammed Amine Serghini","doi":"10.1016/j.jarmap.2024.100601","DOIUrl":"10.1016/j.jarmap.2024.100601","url":null,"abstract":"<div><div>Saffron (<em>Crocus sativus</em> L.) is a crop of significant medicinal and economic importance, exhibiting phenotypic plasticity that leads to variable vegetative growth. This three-year multifactorial study evaluated the vegetative potential of various saffron ecotypes under contrasting environments. The results revealed significant effects on shoot sprouting, leaf count, and overall growth, with the ´Tamlakoute´ ecotype (E2) performing best, particularly in the coastal field (CF2). The leaf count increased markedly from 24.9 ± 8.8 in the first year to 188.8 ± 43.9 by the third year, influenced by ecotypes and cultivation fields. In contrast, plant length variations revealed less dependence on ecotypes throughout the different growing seasons. Pearson's correlation analysis showed a weak relationship (r = 0.108, p < 0.004) between the number of shoots per original corm and per progeny corm. This implies a varied trade-off in resource allocation between vegetative growth and corm formation. The principal component analysis highlighted patterns of variations governed by environmental drivers, particularly favoring the E2 ecotype. Performance scoring and ranking, which assigned scores based on vegetative performance across all ecotypes by environment combinations, identified CF2E2 as the highest-ranking performer, followed by CF2E1 and CF2E4, with comprehensive scores of 2.4, 1.3, and 1.1, respectively. These findings highlight the potential of selecting superior ecotypes and coastal environments to promote sustainable saffron cultivation.</div></div>","PeriodicalId":15136,"journal":{"name":"Journal of Applied Research on Medicinal and Aromatic Plants","volume":"43 ","pages":"Article 100601"},"PeriodicalIF":3.8,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142653529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Paula Garcia-Oliveira, Franklin Chamorro, Jesus Simal-Gandara, Miguel A. Prieto, Lucía Cassani
{"title":"Enhancing phenolic compounds recovery from Arnica montana L. flowers through optimized green extraction protocols","authors":"Paula Garcia-Oliveira, Franklin Chamorro, Jesus Simal-Gandara, Miguel A. Prieto, Lucía Cassani","doi":"10.1016/j.jarmap.2024.100600","DOIUrl":"10.1016/j.jarmap.2024.100600","url":null,"abstract":"<div><div>The present study aimed to optimize the extraction conditions (time, temperature, and ethanol concentration) of pressurized-liquid and microwave-assisted extraction (PLE and MAE, respectively) to maximize the recovery of phenolic compounds from <em>Arnica montana</em> flowers. To this aim, response surface methodology (RSM) with an experimental design was applied. The studied variable responses were extraction yield and total phenolic content (TPC), expressed as mg/g of sample dry weight (dw) and mg/g of extract. For PLE, the models showed a good adjusted R<sup>2</sup> coefficient (0.75–0.92) and no significant lack of fit. MAE models also showed good adjustment, except for TPC expressed per g of dw, where the model showed a significant lack of fit and was not suitable for optimization. The optimal PLE conditions that maximized all response variables were 11 min, 125 °C and 76 % ethanol in water. For MAE, the optimal conditions were 25 min, 115 °C, and 76 % ethanol. Comparing the predicted values, PLE significantly surpassed MAE in terms of TPC, obtaining 389 compared to 246 mg of total phenolics/g of extract for MAE. Validation experiments confirmed the suitability of the predictive models. In the case of PLE, employing extraction cycles under optimal conditions improved phenolic compound extraction, with three extraction cycles leading to a 104 % increase in TPC. Overall, the optimized PLE protocol was considered an efficient methodology for obtaining rich-phenolic extracts, contributing to the expansion of current industrial applications of <em>A. montana</em>.</div></div>","PeriodicalId":15136,"journal":{"name":"Journal of Applied Research on Medicinal and Aromatic Plants","volume":"43 ","pages":"Article 100600"},"PeriodicalIF":3.8,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142653530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Evaluation of value adding components from postharvest biomass of Thai medicinal cannabis var. Hang Kra Rog Phu Phan","authors":"Piyachat Sunanta , Thanarat Sombat , Jiramet Moaphadungkul , Sirin Chaemthet , Marcus Nagle , Cassie Bakshani , William Willats , Jiraporn Sangta , Sarana Sommano","doi":"10.1016/j.jarmap.2024.100593","DOIUrl":"10.1016/j.jarmap.2024.100593","url":null,"abstract":"<div><div>Thailand has undertaken regulatory reforms to facilitate the cultivation and commercialisation of Cannabis sativa L. for medicinal purposes. The prominent cannabis strain in Thailand is Hang Kra Rog Phu Phan (HRPP), distinguished for its high tetrahydrocannabinol (THC) content. The recent adoption of a biocircular approach within the industry reflects a commitment to minimising losses and enhancing value-added processes. However, there is limited information on biomass generation from the postharvest management of this cannabis strain and the development of value-added products. This study aims to address this gap by conducting a survey of local cannabis farms and evaluating the quantity of cannabis biomass by-product materials resulting from the production process. According to the survey, stems were the most abundant materials followed by leaves and roots. These by-products were subsequently gathered and examined for its chemical components. The results of proximate analysis highlighted that the dried leaves had a high protein content up to 19.27 %, the highest in three types of biomasses. The composition of fat, fibre, ash, and carbohydrates varies depending on the type of biomass. By using sequential extraction, it was found that the extraction yield of pectin in the leaf materials was as high as 13.82 %, and in the stem part, it was at 13.02 %. Meanwhile, cellulose was found in the highest proportion from the roots, at 83.77 %. Confirmation of the composition of polysaccharides using microarray profiling revealed that these biomasses contain various types of polysaccharides (pectin, cellulose, hemicellulose). Analysis of bioactive compounds revealed that the total phenolic and total flavonoid content were the highest in the leaf biomass, consisting of 11.57 and 14.91 mg/g DM, respectively. The leaves also had the highest antioxidant activity. Quantitative analysis of the metabolites in the leaves found contents of rosmarinic acid 2.55 mg/g DM, catechin 2.33 mg/g DM, vanillin 2.32 mg/g DM and in the cannabinoid group, the highest quantity of cannabinol (CBN) 2.63 mg/g DM was found. The findings from this study could serve as a guideline for utilising biomass generated from the production process of cannabis that could be used for pharmaceutical, food, and feed purposes.</div></div>","PeriodicalId":15136,"journal":{"name":"Journal of Applied Research on Medicinal and Aromatic Plants","volume":"43 ","pages":"Article 100593"},"PeriodicalIF":3.8,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142653547","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Infrared-spectrum-effect combined with deep learning to predict the origin of Gentiana rigescens Franch.","authors":"Mingyu Han , Tao Shen , Yuanzhong Wang","doi":"10.1016/j.jarmap.2024.100599","DOIUrl":"10.1016/j.jarmap.2024.100599","url":null,"abstract":"<div><div><em>Gentiana rigescens</em> Franch. (GR) is a high-value medicinal plant and is widely used as food additive and beverage. Due to the influence of the environment, the accumulation of active ingredients of GR from different origins varies and produces different brand values, which is of great significance for the certification of the GR origin. This study employs the infrared-spectrum-effect to reflect the differences among different origins. The partial least squares-discriminant analysis (PLS-DA) and data-driven version of SIMCA (DD-SIMCA) models were used to determine origin. The Residual Neural Network (ResNet) model was constructed using two-dimensional correlation spectra (2DCOS) and three-dimensional correlation spectra (3DCOS) to discriminate between different origins. Maximum Entropy (MaxEnt) was used to screen out environmental variables that have a significant effect on the accumulation of active ingredients. The conclusion is that the ResNet model based on synchronous 2DCOS and 3DCOS has better performance, the accuracy of training and test sets were 100 %.</div></div>","PeriodicalId":15136,"journal":{"name":"Journal of Applied Research on Medicinal and Aromatic Plants","volume":"43 ","pages":"Article 100599"},"PeriodicalIF":3.8,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142653548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}