1
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Rufyikiri AS, Martinez R, Addo PW, Wu BS, Yousefi M, Malo D, Orsat V, Vidal SM, Fritz JH, MacPherson S, Lefsrud M. Germicidal efficacy of continuous and pulsed ultraviolet-C radiation on pathogen models and SARS-CoV-2. Photochem Photobiol Sci 2024; 23:339-354. [PMID: 38308169 DOI: 10.1007/s43630-023-00521-2] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 12/12/2023] [Indexed: 02/04/2024]
Abstract
Ultraviolet radiation's germicidal efficacy depends on several parameters, including wavelength, radiant exposure, microbial physiology, biological matrices, and surfaces. In this work, several ultraviolet radiation sources (a low-pressure mercury lamp, a KrCl excimer, and four UV LEDs) emitting continuous or pulsed irradiation were compared. The greatest log reductions in E. coli cells and B. subtilis endospores were 4.1 ± 0.2 (18 mJ cm-2) and 4.5 ± 0.1 (42 mJ cm-2) with continuous 222 nm, respectively. The highest MS2 log reduction observed was 2.7 ± 0.1 (277 nm at 3809 mJ cm-2). Log reductions of SARS-CoV-2 with continuous 222 nm and 277 nm were ≥ 3.4 ± 0.7, with 13.3 mJ cm-2 and 60 mJ cm-2, respectively. There was no statistical difference between continuous and pulsed irradiation (0.83-16.7% [222 nm and 277 nm] or 0.83-20% [280 nm] duty rates) on E. coli inactivation. Pulsed 260 nm radiation (0.5% duty rate) at 260 nm yielded significantly greater log reduction for both bacteria than continuous 260 nm radiation. There was no statistical difference in SARS-CoV-2 inactivation between continuous and pulsed 222 nm UV-C radiation and pulsed 277 nm radiation demonstrated greater germicidal efficacy than continuous 277 nm radiation. Greater radiant exposure for all radiation sources was required to inactivate MS2 bacteriophage. Findings demonstrate that pulsed irradiation could be more useful than continuous UV radiation in human-occupied spaces, but threshold limit values should be respected. Pathogen-specific sensitivities, experimental setup, and quantification methods for determining germicidal efficacy remain important factors when optimizing ultraviolet radiation for surface decontamination or other applications.
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Affiliation(s)
- Anne Sophie Rufyikiri
- Department of Bioresource Engineering, Macdonald Campus, McGill University, 21111 Lakeshore Road, Sainte-Anne-de-Bellevue, QC, H9X 3V9, Canada
| | - Rebecca Martinez
- Department of Bioresource Engineering, Macdonald Campus, McGill University, 21111 Lakeshore Road, Sainte-Anne-de-Bellevue, QC, H9X 3V9, Canada
| | - Philip W Addo
- Department of Bioresource Engineering, Macdonald Campus, McGill University, 21111 Lakeshore Road, Sainte-Anne-de-Bellevue, QC, H9X 3V9, Canada
| | - Bo-Sen Wu
- Department of Bioresource Engineering, Macdonald Campus, McGill University, 21111 Lakeshore Road, Sainte-Anne-de-Bellevue, QC, H9X 3V9, Canada
| | - Mitra Yousefi
- Dahdaleh Institute of Genomic Medicine and McGill University Research Centre on Complex Traits, Life Sciences Complex, McGill University, 3649 Promenade Sir William Osler, Montreal, QC, H3G 0B1, Canada
| | - Danielle Malo
- Dahdaleh Institute of Genomic Medicine and McGill University Research Centre on Complex Traits, Life Sciences Complex, McGill University, 3649 Promenade Sir William Osler, Montreal, QC, H3G 0B1, Canada
- Department of Medicine, McGill University, 3649 Promenade Sir William Osler, Montreal, QC, H3G 0B1, Canada
- Department of Human Genetics, McGill University, 3649 Promenade Sir William Osler, Montreal, QC, H3G 0B1, Canada
| | - Valérie Orsat
- Department of Bioresource Engineering, Macdonald Campus, McGill University, 21111 Lakeshore Road, Sainte-Anne-de-Bellevue, QC, H9X 3V9, Canada
| | - Silvia M Vidal
- Dahdaleh Institute of Genomic Medicine and McGill University Research Centre on Complex Traits, Life Sciences Complex, McGill University, 3649 Promenade Sir William Osler, Montreal, QC, H3G 0B1, Canada
- Department of Human Genetics, McGill University, 3649 Promenade Sir William Osler, Montreal, QC, H3G 0B1, Canada
- Department of Microbiology and Immunology, McGill University, 3775 Rue University, Montreal, QC, H3A 2B4, Canada
| | - Jörg H Fritz
- Dahdaleh Institute of Genomic Medicine and McGill University Research Centre on Complex Traits, Life Sciences Complex, McGill University, 3649 Promenade Sir William Osler, Montreal, QC, H3G 0B1, Canada
- Department of Microbiology and Immunology, McGill University, 3775 Rue University, Montreal, QC, H3A 2B4, Canada
| | - Sarah MacPherson
- Department of Bioresource Engineering, Macdonald Campus, McGill University, 21111 Lakeshore Road, Sainte-Anne-de-Bellevue, QC, H9X 3V9, Canada
| | - Mark Lefsrud
- Department of Bioresource Engineering, Macdonald Campus, McGill University, 21111 Lakeshore Road, Sainte-Anne-de-Bellevue, QC, H9X 3V9, Canada.
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Luo L, Jiang X, Yang Y, Samy ERA, Lefsrud M, Hoyos-Villegas V, Sun S. Eff-3DPSeg: 3D Organ-Level Plant Shoot Segmentation Using Annotation-Efficient Deep Learning. Plant Phenomics 2023; 5:0080. [PMID: 37539075 PMCID: PMC10395505 DOI: 10.34133/plantphenomics.0080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 07/23/2023] [Indexed: 08/05/2023]
Abstract
Reliable and automated 3-dimensional (3D) plant shoot segmentation is a core prerequisite for the extraction of plant phenotypic traits at the organ level. Combining deep learning and point clouds can provide effective ways to address the challenge. However, fully supervised deep learning methods require datasets to be point-wise annotated, which is extremely expensive and time-consuming. In our work, we proposed a novel weakly supervised framework, Eff-3DPSeg, for 3D plant shoot segmentation. First, high-resolution point clouds of soybean were reconstructed using a low-cost photogrammetry system, and the Meshlab-based Plant Annotator was developed for plant point cloud annotation. Second, a weakly supervised deep learning method was proposed for plant organ segmentation. The method contained (a) pretraining a self-supervised network using Viewpoint Bottleneck loss to learn meaningful intrinsic structure representation from the raw point clouds and (b) fine-tuning the pretrained model with about only 0.5% points being annotated to implement plant organ segmentation. After, 3 phenotypic traits (stem diameter, leaf width, and leaf length) were extracted. To test the generality of the proposed method, the public dataset Pheno4D was included in this study. Experimental results showed that the weakly supervised network obtained similar segmentation performance compared with the fully supervised setting. Our method achieved 95.1%, 96.6%, 95.8%, and 92.2% in the precision, recall, F1 score, and mIoU for stem-leaf segmentation for the soybean dataset and 53%, 62.8%, and 70.3% in the AP, AP@25, and AP@50 for leaf instance segmentation for the Pheno4D dataset. This study provides an effective way for characterizing 3D plant architecture, which will become useful for plant breeders to enhance selection processes. The trained networks are available at https://github.com/jieyi-one/EFF-3DPSEG.
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Affiliation(s)
- Liyi Luo
- Bioresource Engineering Department,
McGill University, Montreal, QC, Canada
| | - Xintong Jiang
- Bioresource Engineering Department,
McGill University, Montreal, QC, Canada
| | - Yu Yang
- Bioresource Engineering Department,
McGill University, Montreal, QC, Canada
- Key Laboratory of Advanced Process Control for Light Industry (Ministry of Education),
Jiangnan University, Wuxi, Jiangsu, China
| | | | - Mark Lefsrud
- Bioresource Engineering Department,
McGill University, Montreal, QC, Canada
| | | | - Shangpeng Sun
- Bioresource Engineering Department,
McGill University, Montreal, QC, Canada
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Wu BS, Mansoori M, Trumpler K, Addo PW, MacPherson S, Lefsrud M. Effect of Amber (595 nm) Light Supplemented with Narrow Blue (430 nm) Light on Tomato Biomass. Plants (Basel) 2023; 12:2457. [PMID: 37447018 DOI: 10.3390/plants12132457] [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: 05/12/2023] [Revised: 06/20/2023] [Accepted: 06/25/2023] [Indexed: 07/15/2023]
Abstract
Full-spectrum light-emitting diodes (LEDs) mainly comprising 460-nm + 595-nm light are becoming a mainstay in the horticulture industry, and recent studies indicate that plant productivity under white LEDs is higher than combined blue and red LED lighting. Different light properties (wavelength and bandwidth) in full-spectrum light, particularly for the blue and amber light regions, have only partly been explored. This research aimed to characterize the effects of amber + blue light wavelengths and bandwidths on tomato (Solanum lycopersicum cv. Beefsteak) growth, morphology, and production efficiency. Tomato seedlings were subjected to four different light treatments for 60 days: narrow amber light (595 nm), narrow blue + narrow amber light (430 nm + 595 nm) with a 1:10 ratio, white LED (455 nm + 595 nm), and a high-pressure sodium (HPS) lamp (control). The highest mean fresh mass yield occurred with the narrow blue + narrow amber light (479 g), followed by white LED at 20% less, HPS at 34% less, and narrow amber at 40% less. Dry mass and plant height were similar among light treatments. Supplementing narrow amber light with 430-nm blue light led to a 20% increase in chlorophyll content. Findings indicate that narrow amber light is more efficient in biomass accumulation than broad amber light and that precise selection of different blue and amber wavelengths can greatly impact the growth and development of tomato seedlings. This energy-efficient narrow-wavelength combination shows improvement over white LED lighting for maximizing tomato growth.
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Affiliation(s)
- Bo-Sen Wu
- Bioresource Engineering Department, McGill University, Macdonald Campus, Sainte-Anne-de-Bellevue, QC H9X 3V9, Canada
| | - Mahnaz Mansoori
- Bioresource Engineering Department, McGill University, Macdonald Campus, Sainte-Anne-de-Bellevue, QC H9X 3V9, Canada
| | - Keli Trumpler
- Bioresource Engineering Department, McGill University, Macdonald Campus, Sainte-Anne-de-Bellevue, QC H9X 3V9, Canada
| | - Philip Wiredu Addo
- Bioresource Engineering Department, McGill University, Macdonald Campus, Sainte-Anne-de-Bellevue, QC H9X 3V9, Canada
| | - Sarah MacPherson
- Bioresource Engineering Department, McGill University, Macdonald Campus, Sainte-Anne-de-Bellevue, QC H9X 3V9, Canada
| | - Mark Lefsrud
- Bioresource Engineering Department, McGill University, Macdonald Campus, Sainte-Anne-de-Bellevue, QC H9X 3V9, Canada
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Addo PW, Poudineh Z, Shearer M, Taylor N, MacPherson S, Raghavan V, Orsat V, Lefsrud M. Relationship between Total Antioxidant Capacity, Cannabinoids and Terpenoids in Hops and Cannabis. Plants (Basel) 2023; 12:1225. [PMID: 36986914 PMCID: PMC10056619 DOI: 10.3390/plants12061225] [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] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/02/2023] [Accepted: 03/06/2023] [Indexed: 06/18/2023]
Abstract
Efficient determination of antioxidant activity in medicinal plants may provide added value to extracts. The effects of postharvest pre-freezing and drying [microwave-assisted hot air (MAHD) and freeze drying] on hops and cannabis were evaluated to determine the relationship between antioxidant activity and secondary metabolites. The 2,2-diphenyl-1-picrylhydrazine (DPPH) reduction and ferric reducing ability of power (FRAP) assays were assessed for suitability in estimating the antioxidant activity of extracted hops and cannabis inflorescences and correlation with cannabinoid and terpene content. Antioxidant activity in extracts obtained from fresh, undried samples amounted to 3.6 Trolox equivalent antioxidant activity (TEAC) (M) dry matter-1 and 2.32 FRAP (M) dry matter-1 for hops, in addition to 2.29 TEAC (M) dry matter-1 and 0.25 FRAP (M) dry matter-1 for cannabis. Pre-freezing significantly increased antioxidant values by 13% (DPPH) and 29.9% (FRAP) for hops, and by 7.7% (DPPH) and 19.4% (FRAP) for cannabis. ANOVA analyses showed a significant (p < 0.05) increase in total THC (24.2) and THCA (27.2) concentrations (g 100 g dry matter-1) in pre-frozen, undried samples compared to fresh, undried samples. Freeze-drying and MAHD significantly (p < 0.05) reduced antioxidant activity in hops by 79% and 80.2% [DPPH], respectively and 70.1% and 70.4% [FRAP], respectively, when compared to antioxidant activity in extracts obtained from pre-frozen, undried hops. DPPH assay showed that both freeze-drying and MAHD significantly (p < 0.05) reduced the antioxidant activity of cannabis by 60.5% compared to the pre-frozen samples although, there was no significant (p < 0.05) reduction in the antioxidant activity using the FRAP method. Greater THC content was measured in MAHD-samples when compared to fresh, undried (64.7%) and pre-frozen, undried (57%), likely because of decarboxylation. Both drying systems showed a significant loss in total terpene concentration, yet freeze-drying has a higher metabolite retention compared to MAHD. These results may prove useful for future experiments investigating antioxidant activity and added value to cannabis and hops.
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Affiliation(s)
- Philip Wiredu Addo
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-De-Bellevue, QC H9X 3V9, Canada; (P.W.A.)
| | - Zohreh Poudineh
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-De-Bellevue, QC H9X 3V9, Canada; (P.W.A.)
| | - Michelle Shearer
- Bloom Labs, 173 Dr Bernie MacDonald Drive, Bible Hill, NS B6L 2H5, Canada
| | - Nichole Taylor
- Bloom Labs, 173 Dr Bernie MacDonald Drive, Bible Hill, NS B6L 2H5, Canada
| | - Sarah MacPherson
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-De-Bellevue, QC H9X 3V9, Canada; (P.W.A.)
| | - Vijaya Raghavan
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-De-Bellevue, QC H9X 3V9, Canada; (P.W.A.)
| | - Valérie Orsat
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-De-Bellevue, QC H9X 3V9, Canada; (P.W.A.)
| | - Mark Lefsrud
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-De-Bellevue, QC H9X 3V9, Canada; (P.W.A.)
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Hitti Y, MacPherson S, Lefsrud M. Separate Effects of Sodium on Germination in Saline-Sodic and Alkaline Forms at Different Concentrations. Plants (Basel) 2023; 12:1234. [PMID: 36986923 PMCID: PMC10056307 DOI: 10.3390/plants12061234] [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] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 03/02/2023] [Accepted: 03/06/2023] [Indexed: 06/18/2023]
Abstract
Salinity negatively impacts crop productivity, yet neutral and alkali salt stresses are not often differentiated. To investigate these abiotic stresses separately, saline and alkaline solutions with identical concentrations of sodium (12 mM, 24 mM and 49 mM) were used to compare the seed germination, viability and biomass of four crop species. Commercial buffers containing NaOH were diluted to generate alkaline solutions. The sodic solutions tested contained the neutral salt NaCl. Romaine lettuce, tomato, beet, and radish were seeded and grown hydroponically for 14 days. A rapid germination was observed for alkaline solutions when compared to saline-sodic solutions. The highest plant viability recorded (90.0%) was for the alkaline solution, containing 12 mM Na+, and for the control treatment. Plant viability, with a value of 49 mM Na+ in saline-sodic and alkaline solutions, was the lowest (50.0% and 40.8% respectively), and tomato plants did not germinate. EC values were higher for the saline-sodic solutions than the alkaline solutions, yielding greater fresh mass per plant for all species, with the exception of beets grown in alkaline solution, with a value of 24 mM Na+. The fresh mass of romaine lettuce grown in the 24 mM Na+ saline-sodic solution was significantly greater than romaine lettuce grown in the alkaline solution with the same sodium concentration.
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Addo PW, Sagili SUKR, Bilodeau SE, Gladu-Gallant FA, MacKenzie DA, Bates J, McRae G, MacPherson S, Paris M, Raghavan V, Orsat V, Lefsrud M. Microwave- and Ultrasound-Assisted Extraction of Cannabinoids and Terpenes from Cannabis Using Response Surface Methodology. Molecules 2022; 27:molecules27248803. [PMID: 36557949 PMCID: PMC9784742 DOI: 10.3390/molecules27248803] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 12/03/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
Limited studies have explored different extraction techniques that improve cannabis extraction with scale-up potential. Ultrasound-assisted and microwave-assisted extraction were evaluated to maximize the yield and concentration of cannabinoids and terpenes. A central composite rotatable design was used to optimize independent factors (sample-to-solvent ratio, extraction time, extraction temperature, and duty cycle). The optimal conditions for ultrasound- and microwave-assisted extraction were the sample-to-solvent ratios of 1:15 and 1:14.4, respectively, for 30 min at 60 °C. Ultrasound-assisted extraction yielded 14.4% and 14.2% more oil and terpenes, respectively, compared with microwave-assisted extracts. Ultrasound-assisted extraction increased cannabinoid concentration from 13.2−39.2%. Considering reference ground samples, tetrahydrocannabinolic acid increased from 17.9 (g 100 g dry matter−1) to 28.5 and 20 with extraction efficiencies of 159.2% and 111.4% for ultrasound-assisted and microwave-assisted extraction, respectively. Principal component analyses indicate that the first two principal components accounted for 96.6% of the total variance (PC1 = 93.2% and PC2 = 3.4%) for ultrasound-assisted extraction and 92.4% of the total variance (PC1 = 85.4% and PC2 = 7%) for microwave-assisted extraction. Sample-to-solvent ratios significantly (p < 0.05) influenced the secondary metabolite profiles and yields for ultrasound-assisted extracts, but not microwave-assisted extracts.
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Affiliation(s)
- Philip Wiredu Addo
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
| | - Sai Uday Kumar Reddy Sagili
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
| | | | | | - Douglas A. MacKenzie
- National Research Council of Canada, Metrology, 1200 Montreal Road, Ottawa, ON K1A 0R6, Canada
| | - Jennifer Bates
- National Research Council of Canada, Metrology, 1200 Montreal Road, Ottawa, ON K1A 0R6, Canada
| | - Garnet McRae
- National Research Council of Canada, Metrology, 1200 Montreal Road, Ottawa, ON K1A 0R6, Canada
| | - Sarah MacPherson
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
| | - Maxime Paris
- EXKA Inc., 7625 Route Arthur Sauvé, Mirabel, QC J7N 2R6, Canada
| | - Vijaya Raghavan
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
| | - Valérie Orsat
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
| | - Mark Lefsrud
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
- Correspondence: ; Tel.: +1-(514)-3987967
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Addo PW, Sagili SUKR, Bilodeau SE, Gladu-Gallant FA, MacKenzie DA, Bates J, McRae G, MacPherson S, Paris M, Raghavan V, Orsat V, Lefsrud M. Cold Ethanol Extraction of Cannabinoids and Terpenes from Cannabis Using Response Surface Methodology: Optimization and Comparative Study. Molecules 2022; 27:molecules27248780. [PMID: 36557913 PMCID: PMC9786071 DOI: 10.3390/molecules27248780] [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] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 12/03/2022] [Accepted: 12/06/2022] [Indexed: 12/14/2022]
Abstract
Efficient cannabis biomass extraction can increase yield while reducing costs and minimizing waste. Cold ethanol extraction was evaluated to maximize yield and concentrations of cannabinoids and terpenes at different temperatures. Central composite rotatable design was used to optimize two independent factors: sample-to-solvent ratio (1:2.9 to 1:17.1) and extraction time (5.7 min-34.1 min). With response surface methodology, predicted optimal conditions at different extraction temperatures were a cannabis-to-ethanol ratio of 1:15 and a 10 min extraction time. With these conditions, yields (g 100 g dry matter-1) were 18.2, 19.7, and 18.5 for -20 °C, -40 °C and room temperature, respectively. Compared to the reference ground sample, tetrahydrocannabinolic acid changed from 17.9 (g 100 g dry matter-1) to 15, 17.5, and 18.3 with an extraction efficiency of 83.6%, 97.7%, 102.1% for -20 °C, -40 °C, and room temperature, respectively. Terpene content decreased by 54.1% and 32.2% for extraction at -20 °C and room temperature, respectively, compared to extraction at -40 °C. Principal component analysis showed that principal component 1 and principal component 2 account for 88% and 7.31% of total variance, respectively, although no significant differences in cold ethanol extraction at different temperatures were observed.
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Affiliation(s)
- Philip Wiredu Addo
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
| | - Sai Uday Kumar Reddy Sagili
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
| | | | | | - Douglas A. MacKenzie
- National Research Council of Canada, Metrology, 1200 Montreal Road, Ottawa, ON K1A 0R6, Canada
| | - Jennifer Bates
- National Research Council of Canada, Metrology, 1200 Montreal Road, Ottawa, ON K1A 0R6, Canada
| | - Garnet McRae
- National Research Council of Canada, Metrology, 1200 Montreal Road, Ottawa, ON K1A 0R6, Canada
| | - Sarah MacPherson
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
| | - Maxime Paris
- EXKA Inc., 7625 Route Arthur Sauvé, Mirabel, QC J7N 2R6, Canada
| | - Vijaya Raghavan
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
| | - Valérie Orsat
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
| | - Mark Lefsrud
- Bioresource Engineering Department, Macdonald Campus, McGill University, Ste-Anne-De-Bellevue, Montreal, QC H9X 3V9, Canada
- Correspondence: ; Tel.: +1-(514)-3987967
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Morello V, Brousseau VD, Wu N, Wu BS, MacPherson S, Lefsrud M. Light Quality Impacts Vertical Growth Rate, Phytochemical Yield and Cannabinoid Production Efficiency in Cannabis sativa. Plants (Basel) 2022; 11:2982. [PMID: 36365435 PMCID: PMC9659141 DOI: 10.3390/plants11212982] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 10/17/2022] [Accepted: 10/19/2022] [Indexed: 06/16/2023]
Abstract
Light is one of the most crucial parameters for enclosed cannabis (Cannabis sativa) production, as it highly influences growth, secondary metabolite production, and operational costs. The objective of this study was to investigate and evaluate the impact of six light spectra on C. sativa ('Babbas Erkle Cookies' accession) growth traits and secondary metabolite (cannabinoid and terpene) profiles. The light spectra evaluated included blue (430 nm), red (630 nm), rose (430 + 630 nm, ratio 1:10), purple (430 + 630 nm, ratio 2:1), and amber (595 nm) LED treatments, in addition to a high-pressure sodium (HPS, amber-rich light) treatment as a control. All the LED light treatments had lower fresh mean inflorescence mass than the control (HPS, 133.59 g plant-1), and monochromatic blue light yielded the least fresh inflorescence mass (76.39 g plant-1). Measurement of Δ9-tetrahydrocannabinol (THC) concentration (%) and total yield (g plant-1) showed how inflorescence mass and THC concentration need to be analyzed conjointly. Blue treatment resulted in the highest THC concentration (10.17% m/m), yet the lowest THC concentration per plant (1.44 g plant-1). The highest THC concentration per plant was achieved with HPS (2.54 g plant-1). As with THC, blue light increased cannabigerol (CBG) and terpene concentration. Conversely, blue light had a lesser impact on cannabidiol (CBD) biosynthesis in this C. sativa chemotype. As the combined effects of the light spectrum on both growth traits and secondary metabolites have important ramifications for the industry, the inappropriate spectral design could cause a reduction in cannabinoid production (20-40%). These findings show promise in helping producers choose spectral designs that meet specific C. sativa production goals.
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Kaur R, Donoso T, Scheske C, Lefsrud M, Singh J. Highly Efficient and Reproducible Genetic Transformation in Pea for Targeted Trait Improvement. ACS Agric Sci Technol 2022; 2:780-787. [PMID: 35991689 PMCID: PMC9384215 DOI: 10.1021/acsagscitech.2c00084] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
A reproducible tissue culture protocol is required to establish an efficient genetic transformation system in highly recalcitrant pea genotypes. High-quality callus with superior regeneration ability was induced and regenerated on optimized media enriched with copper sulfate and cytokinins, 6-benzylaminopurine and indole-3-acetic acid. This successful regeneration effort led to the development of a highly efficient transformation system for five pea genotypes using immature and mature seeds. The new transformation protocol included the addition of elevated glucose and sucrose concentrations for cocultivation and inoculation media to improve callus induction and regeneration, thus resulting in consistent transformation frequencies. Using the Agrobacterium strain AGL1, a transformation frequency of up to 47% was obtained for the pea genotype Greenfeast, using either of two different selection marker genes, PAT or NPT, sourced from two different vectors. Sixty-two transgenic pea events were able to survive kanamycin and phosphinothricin selection. A total of 30 transgenic events for Greenfeast, 15 for CN 43016, 9 for snap pea, and 5 for CN 31237 are reported herein. Two additional transgenic events were recovered from particle gun bombardment experiments. Quantitative RT-PCR analysis confirmed the transgenic status of pea plants, indicating elevated expression of relevant genes cloned into the transformation constructs.
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Affiliation(s)
- Rajvinder Kaur
- Department
of Bioresource Engineering, McGill University, 21111 Rue Lakeshore, Sainte-Anne-de-Bellevue, Quebec, Montreal H9X 3V9, Canada
| | - Thomas Donoso
- Department
of Plant Science, McGill University, 21111 Rue Lakeshore, Sainte-Anne-de-Bellevue, Quebec, Montreal H9X 3V9, Canada
| | - Chelsea Scheske
- Department
of Bioresource Engineering, McGill University, 21111 Rue Lakeshore, Sainte-Anne-de-Bellevue, Quebec, Montreal H9X 3V9, Canada
| | - Mark Lefsrud
- Department
of Bioresource Engineering, McGill University, 21111 Rue Lakeshore, Sainte-Anne-de-Bellevue, Quebec, Montreal H9X 3V9, Canada
| | - Jaswinder Singh
- Department
of Plant Science, McGill University, 21111 Rue Lakeshore, Sainte-Anne-de-Bellevue, Quebec, Montreal H9X 3V9, Canada
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10
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Pourmovahed P, Lefsrud M, Maisonneuve J. Thermodynamic limits of using fertilizer to produce clean fertigation solution from wastewater via forward osmosis. J Memb Sci 2022. [DOI: 10.1016/j.memsci.2021.120168] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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11
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Addo PW, Ossowski P, MacPherson S, Gravel AE, Kaur R, Hoyos-Villegas V, Singh J, Orsat V, Dumont MJ, Lefsrud M. Development of a Nuclear Magnetic Resonance Method and a Near Infrared Calibration Model for the Rapid Determination of Lipid Content in the Field Pea ( Pisum sativum). Molecules 2022; 27:1642. [PMID: 35268743 PMCID: PMC8911919 DOI: 10.3390/molecules27051642] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 02/23/2022] [Accepted: 02/28/2022] [Indexed: 11/18/2022] Open
Abstract
Pisum sativum is a leguminous crop suitable for cultivation worldwide. It is used as a forage or dried seed supplement in animal feed and, more recently, as a potential non-traditional oilseed. This study aimed to develop a low-cost, rapid, and non-destructive method for analyzing pea lipids with no chemical modifications that would prove superior to existing destructive solvent extraction methods. Different pea accession seed samples, prepared as either small portions (0.5 mm2) of endosperm or ground pea seed powder for comparison, were subjected to HR-MAS NMR analyses and whole seed samples underwent NIR analyses. The total lipid content ranged between 0.57-3.45% and 1.3-2.6% with NMR and NIR, respectively. Compared to traditional extraction with butanol, hexane-isopropanol, and petroleum ether, correlation coefficients were 0.77 (R2 = 0.60), 0.56 (R2 = 0.47), and 0.78 (R2 = 0.62), respectively. Correlation coefficients for NMR compared to traditional extraction increased to 0.97 (R2 = 0.99) with appropriate correction factors. PLS regression analyses confirmed the application of this technology for rapid lipid content determination, with trends fitting models often close to an R2 of 0.95. A better robust NIR quantification model can be developed by increasing the number of samples with more diversity.
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Affiliation(s)
- Philip Wiredu Addo
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-de-Bellevue, QC H9X 3V9, Canada; (P.W.A.); (P.O.); (S.M.); (R.K.); (V.O.); (M.-J.D.)
| | - Philip Ossowski
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-de-Bellevue, QC H9X 3V9, Canada; (P.W.A.); (P.O.); (S.M.); (R.K.); (V.O.); (M.-J.D.)
| | - Sarah MacPherson
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-de-Bellevue, QC H9X 3V9, Canada; (P.W.A.); (P.O.); (S.M.); (R.K.); (V.O.); (M.-J.D.)
| | - Andrée E. Gravel
- Drug Discovery Platform, Research Institute McGill University Health Centre, Montreal, QC H4A 3J1, Canada;
| | - Rajvinder Kaur
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-de-Bellevue, QC H9X 3V9, Canada; (P.W.A.); (P.O.); (S.M.); (R.K.); (V.O.); (M.-J.D.)
| | - Valerio Hoyos-Villegas
- Plant Science Department, McGill University, Macdonald Campus, Ste-Anne-de-Bellevue, QC H9X 3V9, Canada; (V.H.-V.); (J.S.)
| | - Jaswinder Singh
- Plant Science Department, McGill University, Macdonald Campus, Ste-Anne-de-Bellevue, QC H9X 3V9, Canada; (V.H.-V.); (J.S.)
| | - Valérie Orsat
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-de-Bellevue, QC H9X 3V9, Canada; (P.W.A.); (P.O.); (S.M.); (R.K.); (V.O.); (M.-J.D.)
| | - Marie-Josée Dumont
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-de-Bellevue, QC H9X 3V9, Canada; (P.W.A.); (P.O.); (S.M.); (R.K.); (V.O.); (M.-J.D.)
| | - Mark Lefsrud
- Bioresource Engineering Department, McGill University, Macdonald Campus, Ste-Anne-de-Bellevue, QC H9X 3V9, Canada; (P.W.A.); (P.O.); (S.M.); (R.K.); (V.O.); (M.-J.D.)
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12
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Gatamaneni Loganathan B, Orsat V, Lefsrud M. Phycoremediation and valorization of synthetic dairy wastewater using microalgal consortia of Chlorella variabilis and Scenedesmus obliquus. Environ Technol 2021; 42:3231-3244. [PMID: 32009561 DOI: 10.1080/09593330.2020.1725143] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 01/27/2020] [Indexed: 06/10/2023]
Abstract
Microalgae are known to grow on wastewater utilizing their available nutrients. The residual algal biomass thus obtained could be used for producing value-added products thereby making it an economically viable and sustainable option for the dairy industry. The present study evaluates the ability of the microalgal consortia composed of Chlorella variabilis and Scenedesmus obliquus to treat and valorize diluted synthetic dairy wastewater under controlled laboratory conditions. The effect of time, inoculum concentration and light intensity on five responses, namely phosphate removal, ammoniacal nitrogen removal, COD removal, biomass productivity and lutein content, are studied by response surface methodology utilizing central composite design. The quadratic models are found to be suitable for phosphate removal, ammoniacal nitrogen removal, COD removal and biomass productivity. At optimized experimental conditions, the microalgal consortia exhibited phosphate removal of 70.19%, ammoniacal nitrogen removal of 86.22%, COD removal of 54.72%, biomass productivity of 29.13 mg/L/day and lutein content of 12.59 mg/g respectively. This study is of high importance as the lutein content exhibited by the microalgal consortia is higher when compared to other microalgal species and could be considered in the future as a commercial source of lutein.
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Affiliation(s)
- Bhalamurugan Gatamaneni Loganathan
- Faculty of Agricultural and Environmental Sciences, Department of Bioresource Engineering, McGill University, Sainte-Anne-de-Bellevue, Canada
| | - Valerie Orsat
- Faculty of Agricultural and Environmental Sciences, Department of Bioresource Engineering, McGill University, Sainte-Anne-de-Bellevue, Canada
| | - Mark Lefsrud
- Faculty of Agricultural and Environmental Sciences, Department of Bioresource Engineering, McGill University, Sainte-Anne-de-Bellevue, Canada
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13
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Desaulniers Brousseau V, Wu BS, MacPherson S, Morello V, Lefsrud M. Cannabinoids and Terpenes: How Production of Photo-Protectants Can Be Manipulated to Enhance Cannabis sativa L. Phytochemistry. Front Plant Sci 2021; 12:620021. [PMID: 34135916 PMCID: PMC8200639 DOI: 10.3389/fpls.2021.620021] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 05/07/2021] [Indexed: 05/02/2023]
Abstract
Cannabis sativa L. is cultivated for its secondary metabolites, of which the cannabinoids have documented health benefits and growing pharmaceutical potential. Recent legal cannabis production in North America and Europe has been accompanied by an increase in reported findings for optimization of naturally occurring and synthetic cannabinoid production. Of the many environmental cues that can be manipulated during plant growth in controlled environments, cannabis cultivation with different lighting spectra indicates differential production and accumulation of medically important cannabinoids, including Δ9-tetrahydrocannabinol (Δ9-THC), cannabidiol (CBD), and cannabigerol (CBG), as well as terpenes and flavonoids. Ultraviolet (UV) radiation shows potential in stimulating cannabinoid biosynthesis in cannabis trichomes and pre-harvest or post-harvest UV treatment merits further exploration to determine if plant secondary metabolite accumulation could be enhanced in this manner. Visible LED light can augment THC and terpene accumulation, but not CBD. Well-designed experiments with light wavelengths other than blue and red light will provide more insight into light-dependent regulatory and molecular pathways in cannabis. Lighting strategies such as subcanopy lighting and varied light spectra at different developmental stages can lower energy consumption and optimize cannabis PSM production. Although evidence demonstrates that secondary metabolites in cannabis may be modulated by the light spectrum like other plant species, several questions remain for cannabinoid production pathways in this fast-paced and growing industry. In summarizing recent research progress on light spectra and secondary metabolites in cannabis, along with pertinent light responses in model plant species, future research directions are presented.
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Affiliation(s)
| | | | | | | | - Mark Lefsrud
- Department of Bioresource Engineering, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
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14
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Yavari N, Tripathi R, Wu BS, MacPherson S, Singh J, Lefsrud M. The effect of light quality on plant physiology, photosynthetic, and stress response in Arabidopsis thaliana leaves. PLoS One 2021; 16:e0247380. [PMID: 33661984 PMCID: PMC7932170 DOI: 10.1371/journal.pone.0247380] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 12/13/2020] [Indexed: 12/15/2022] Open
Abstract
The impacts of wavelengths in 500-600 nm on plant response and their underlying mechanisms remain elusive and required further investigation. Here, we investigated the effect of light quality on leaf area growth, biomass, pigments content, and net photosynthetic rate (Pn) across three Arabidopsis thaliana accessions, along with changes in transcription, photosynthates content, and antioxidative enzyme activity. Eleven-leaves plants were treated with BL; 450 nm, AL; 595 nm, RL; 650 nm, and FL; 400-700 nm as control. RL significantly increased leaf area growth, biomass, and promoted Pn. BL increased leaf area growth, carotenoid and anthocyanin content. AL significantly reduced leaf area growth and biomass, while Pn remained unaffected. Petiole elongation was further observed across accessions under AL. To explore the underlying mechanisms under AL, expression of key marker genes involved in light-responsive photosynthetic reaction, enzymatic activity of antioxidants, and content of photosynthates were monitored in Col-0 under AL, RL (as contrast), and FL (as control). AL induced transcription of GSH2 and PSBA, while downregulated NPQ1 and FNR2. Photosynthates, including proteins and starches, showed lower content under AL. SOD and APX showed enhanced enzymatic activity under AL. These results provide insight into physiological and photosynthetic responses to light quality, in addition to identifying putative protective-mechanisms that may be induced to cope with lighting-stress in order to enhance plant stress tolerance.
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Affiliation(s)
- Nafiseh Yavari
- Department of Bioresource Engineering, McGill University–Macdonald Campus, Sainte-Anne-de-Bellevue, Quebec, Canada
- * E-mail: (ML); (NY)
| | - Rajiv Tripathi
- Department of Plant Science, McGill University–Macdonald Campus, Sainte-Anne-de-Bellevue, Quebec, Canada
| | - Bo-Sen Wu
- Department of Bioresource Engineering, McGill University–Macdonald Campus, Sainte-Anne-de-Bellevue, Quebec, Canada
| | - Sarah MacPherson
- Department of Bioresource Engineering, McGill University–Macdonald Campus, Sainte-Anne-de-Bellevue, Quebec, Canada
| | - Jaswinder Singh
- Department of Plant Science, McGill University–Macdonald Campus, Sainte-Anne-de-Bellevue, Quebec, Canada
| | - Mark Lefsrud
- Department of Bioresource Engineering, McGill University–Macdonald Campus, Sainte-Anne-de-Bellevue, Quebec, Canada
- * E-mail: (ML); (NY)
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15
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Warner R, Wu BS, MacPherson S, Lefsrud M. A Review of Strawberry Photobiology and Fruit Flavonoids in Controlled Environments. Front Plant Sci 2021; 12:611893. [PMID: 33633764 PMCID: PMC7902047 DOI: 10.3389/fpls.2021.611893] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 01/06/2021] [Indexed: 05/03/2023]
Abstract
Rapid technology development in controlled environment (CE) plant production has been applied to a large variety of plants. In recent years, strawberries have become a popular fruit for CE production because of their high economic and nutritional values. With the widespread use of light-emitting diode (LED) technology in the produce industry, growers can manipulate strawberry growth and development by providing specific light spectra. Manipulating light intensity and spectral composition can modify strawberry secondary metabolism and highly impact fruit quality and antioxidant properties. While the impact of visible light on secondary metabolite profiles for other greenhouse crops is well documented, more insight into the impact of different light spectra, from UV radiation to the visible light spectrum, on strawberry plants is required. This will allow growers to maximize yield and rapidly adapt to consumer preferences. In this review, a compilation of studies investigating the effect of light properties on strawberry fruit flavonoids is provided, and a comparative analysis of how light spectra influences strawberry's photobiology and secondary metabolism is presented. The effects of pre-harvest and post-harvest light treatments with UV radiation and visible light are considered. Future studies and implications for LED lighting configurations in strawberry fruit production for researchers and growers are discussed.
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16
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Gatamaneni Loganathan B, Orsat V, Lefsrud M, Wu BS. A comprehensive study on the effect of light quality imparted by light-emitting diodes (LEDs) on the physiological and biochemical properties of the microalgal consortia of Chlorella variabilis and Scenedesmus obliquus cultivated in dairy wastewater. Bioprocess Biosyst Eng 2020; 43:1445-1455. [PMID: 32270294 DOI: 10.1007/s00449-020-02338-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 03/26/2020] [Indexed: 01/02/2023]
Abstract
The effect of light wavelengths on the physiological, biochemical and lutein content of the microalgal consortia Chlorella variabilis and Scenedesmus obliquus was evaluated using different light sources. Among different light treatments, cool-white fluorescent light produced the highest biomass of 673 mg L-1 with a specific growth rate of 0.75 day-1 followed by blue (500 mg L-1; 0.73 day-1). The chlorophyll content was enhanced under blue light (10.7 mg L-1) followed by cool fluorescent light (9.3 mg L-1), whereas the lutein productivity was enhanced under cool fluorescent light (7.22 mg g-1). Protein content of the microalgal consortia was enhanced under all light treatments with the highest protein accumulation under cool-white fluorescent light (~56% of dry mass) closely followed by amber light (52% of dry mass), whereas the carbohydrate content was higher under amber light (~35% of dry mass). The results revealed that the consortia could grow well on diluted dairy wastewater thereby reducing the cost of algal production when compared with the use of inorganic media and a two-phase culture process utilizing cool fluorescent and amber light could be employed for maximizing algal biomass and nutrient composition with enhanced lutein production. The study also emphasizes on the economic efficiency of LED lights in terms of biomass produced based on the modest electricity consumed and the importance of using amber light for cultivating microalgae for its nutrient content which has seldom been studied.
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Affiliation(s)
- Bhalamurugan Gatamaneni Loganathan
- Faculty of Agricultural and Environmental Sciences, Department of Bioresource Engineering, 21111 Rue Lakeshore, Sainte-Anne-de-Bellevue, QC, H9X3V9, Canada.
| | - Valerie Orsat
- Faculty of Agricultural and Environmental Sciences, Department of Bioresource Engineering, 21111 Rue Lakeshore, Sainte-Anne-de-Bellevue, QC, H9X3V9, Canada
| | - Mark Lefsrud
- Faculty of Agricultural and Environmental Sciences, Department of Bioresource Engineering, 21111 Rue Lakeshore, Sainte-Anne-de-Bellevue, QC, H9X3V9, Canada
| | - Bo Sen Wu
- Faculty of Agricultural and Environmental Sciences, Department of Bioresource Engineering, 21111 Rue Lakeshore, Sainte-Anne-de-Bellevue, QC, H9X3V9, Canada
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17
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Naznin MT, Lefsrud M, Gravel V, Azad MOK. Blue Light added with Red LEDs Enhance Growth Characteristics, Pigments Content, and Antioxidant Capacity in Lettuce, Spinach, Kale, Basil, and Sweet Pepper in a Controlled Environment. Plants (Basel) 2019; 8:E93. [PMID: 30965584 PMCID: PMC6524371 DOI: 10.3390/plants8040093] [Citation(s) in RCA: 70] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2019] [Revised: 04/02/2019] [Accepted: 04/04/2019] [Indexed: 11/17/2022]
Abstract
The aim of this study was to investigate the different combinations of red (R) and blue (B) light emitting diode (LEDs') lighting effects on growth, pigment content, and antioxidant capacity in lettuce, spinach, kale, basil, and pepper in a growth chamber. The growth chamber was equipped with R and B light percentages based on total light intensity: 83% R + 17% B; 91% R + 9% B; 95% R + 5% B; and control was 100% R. The photosynthetic photon flux density (PPFD), photoperiod, temperature, and relative humidity of the growth chamber were maintained at 200 ± 5 μmol m-2 s-1, 16 h, 25/21 ± 2.5 °C, and 65 ± 5%, respectively. It is observed that the plant height of lettuce, kale, and pepper was significantly increased under 100% R light, whereas the plant height of spinach and basil did not show any significant difference. The total leaf number of basil and pepper was significantly increased under the treatment of 95% R + 5% B light, while no significant difference was observed for other plant species in the same treatment. Overall, the fresh and dry mass of the studied plants was increased under 91% R + 9% B and 95% R + 5% B light treatment. The significantly higher flower and fruit numbers of pepper were observed under the 95% R + 5% B treatment. The chlorophyll a, chlorophyll b, and total chlorophyll content of lettuce, spinach, basil, and pepper was significantly increased under the 91% R + 9% B treatment while the chlorophyll content of kale was increased under the 95% R + 5% B light treatment. The total carotenoid content of lettuce and spinach was higher in the 91% R + 9% B treatment whereas the carotenoid content of kale, basil, and pepper was increased under the 83% R + 17% B treatment. The antioxidant capacity of the lettuce, spinach, and kale was increased under the 83% R + 17% B treatment while basil and pepper were increased under the 91% R + 9% B treatment. This result indicates that the addition of B light is essential with R light to enhance growth, pigment content, and antioxidant capacity of the vegetable plant in a controlled environment. Moreover, the percentage of B with R light is plant species dependent.
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Affiliation(s)
- Most Tahera Naznin
- Department of Biosystems and Technology, Swedish University of Agricultural Sciences, 103-23053 Alnarp, Sweden.
| | - Mark Lefsrud
- Bioresource Engineering Department, McGill University, Ste-Anne-de-Bellevue, QC H9X3V9, Canada.
| | - Valerie Gravel
- Plant Science Department, McGill University, Ste-Anne-de-Bellevue, QC H9X3V9, Canada.
| | - Md Obyedul Kalam Azad
- Department of Bio-Health Technology, College of Biomedical Science, Kangwon National University, Chuncheon 24341, Korea.
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18
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Eichhorn Bilodeau S, Wu BS, Rufyikiri AS, MacPherson S, Lefsrud M. An Update on Plant Photobiology and Implications for Cannabis Production. Front Plant Sci 2019; 10:296. [PMID: 31001288 PMCID: PMC6455078 DOI: 10.3389/fpls.2019.00296] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Accepted: 02/25/2019] [Indexed: 05/18/2023]
Abstract
This review presents recent developments in plant photobiology and lighting systems for horticultural crops, as well as potential applications for cannabis (Cannabis sativa and C. indica) plant production. The legal and commercial production of the cannabis plant is a relatively new, rapidly growing, and highly profitable industry in Europe and North America. However, more knowledge transfer from plant studies and horticultural communities to commercial cannabis plant growers is needed. Plant photosynthesis and photomorphogenesis are influenced by light wavelength, intensity, and photoperiod via plant photoreceptors that sense light and control plant growth. Further, light properties play a critical role in plant vegetative growth and reproductive (flowering) developmental stages, as well as in biomass, secondary metabolite synthesis, and accumulation. Advantages and disadvantages of widespread greenhouse lighting systems that use high pressure sodium lamps or light emitting diode (LED) lighting are known. Some artificial plant lighting practices will require improvements for cannabis production. By manipulating LED light spectra and stimulating specific plant photoreceptors, it may be possible to minimize operation costs while maximizing cannabis biomass and cannabinoid yield, including tetrahydrocannabinol (or Δ9-tetrahydrocannabinol) and cannabidiol for medicinal and recreational purposes. The basics of plant photobiology (photosynthesis and photomorphogenesis) and electrical lighting systems are discussed, with an emphasis on how the light spectrum and lighting strategies could influence cannabis production and secondary compound accumulation.
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Affiliation(s)
| | | | | | | | - Mark Lefsrud
- Department of Bioresource Engineering, McGill University, Montreal, QC, Canada
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19
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Backer R, Schwinghamer T, Rosenbaum P, McCarty V, Eichhorn Bilodeau S, Lyu D, Ahmed MB, Robinson G, Lefsrud M, Wilkins O, Smith DL. Closing the Yield Gap for Cannabis: A Meta-Analysis of Factors Determining Cannabis Yield. Front Plant Sci 2019; 10:495. [PMID: 31068957 PMCID: PMC6491815 DOI: 10.3389/fpls.2019.00495] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Accepted: 04/01/2019] [Indexed: 05/20/2023]
Abstract
Until recently, the commercial production of Cannabis sativa was restricted to varieties that yielded high-quality fiber while producing low levels of the psychoactive cannabinoid tetrahydrocannabinol (THC). In the last few years, a number of jurisdictions have legalized the production of medical and/or recreational cannabis with higher levels of THC, and other jurisdictions seem poised to follow suit. Consequently, demand for industrial-scale production of high yield cannabis with consistent cannabinoid profiles is expected to increase. In this paper we highlight that currently, projected annual production of cannabis is based largely on facility size, not yield per square meter. This meta-analysis of cannabis yields reported in scientific literature aimed to identify the main factors contributing to cannabis yield per plant, per square meter, and per W of lighting electricity. In line with previous research we found that variety, plant density, light intensity and fertilization influence cannabis yield and cannabinoid content; we also identified pot size, light type and duration of the flowering period as predictors of yield and THC accumulation. We provide insight into the critical role of light intensity, quality, and photoperiod in determining cannabis yields, with particular focus on the potential for light-emitting diodes (LEDs) to improve growth and reduce energy requirements. We propose that the vast amount of genomics data currently available for cannabis can be used to better understand the effect of genotype on yield. Finally, we describe diversification that is likely to emerge in cannabis growing systems and examine the potential role of plant-growth promoting rhizobacteria (PGPR) for growth promotion, regulation of cannabinoid biosynthesis, and biocontrol.
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Affiliation(s)
- Rachel Backer
- Crop Physiology Laboratory, Department of Plant Science, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
- *Correspondence: Rachel Backer
| | - Timothy Schwinghamer
- Crop Physiology Laboratory, Department of Plant Science, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
| | - Phillip Rosenbaum
- Plant Systems Biology Laboratory, Department of Plant Science, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
| | - Vincent McCarty
- Plant Systems Biology Laboratory, Department of Plant Science, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
| | - Samuel Eichhorn Bilodeau
- Biomass Production Laboratory, Department of Bioresource Engineering, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
| | - Dongmei Lyu
- Crop Physiology Laboratory, Department of Plant Science, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
| | - Md Bulbul Ahmed
- Plant Systems Biology Laboratory, Department of Plant Science, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
| | | | - Mark Lefsrud
- Biomass Production Laboratory, Department of Bioresource Engineering, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
| | - Olivia Wilkins
- Plant Systems Biology Laboratory, Department of Plant Science, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
| | - Donald L. Smith
- Crop Physiology Laboratory, Department of Plant Science, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
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20
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Parrine D, Wu BS, Muhammad B, Rivera K, Pappin D, Zhao X, Lefsrud M. Proteome modifications on tomato under extreme high light induced-stress. Proteome Sci 2018; 16:20. [PMID: 30534005 PMCID: PMC6260845 DOI: 10.1186/s12953-018-0148-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Accepted: 11/08/2018] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Abiotic stress reduces photosynthetic yield and plant growth, negatively impacting global crop production and is a major constraint faced by agriculture. However, the knowledge on the impact on plants under extremely high irradiance is limited. We present the first in-depth proteomics analysis of plants treated with a method developed by our research group to generate a light gradient using an extremely intense light. METHODS The method consists of utilizing light emitting diodes (LED) to create a single spot at 24,000 μmol m- 2 s- 1 irradiance, generating three light stress levels. A light map and temperature profile were obtained during the light experiment. The proteins expressed in the treated tomato (Solanum lycopersicum, Heinz H1706) leaves were harvested 10 days after the treatment, allowing for the detection of proteins involved in a long-term recovery. A multiplex labeled proteomics method (iTRAQ) was analyzed by LC-MS/MS. RESULTS A total of 3994 proteins were identified at 1% false discovery rate and matched additional quality filters. Hierarchical clustering analysis resulted in four types of patterns related to the protein expression, with one being directly linked to the increased LED irradiation. A total of 37 proteins were found unique to the least damaged leaf zone, while the medium damaged zone had 372 proteins, and the severely damaged presented unique 1003 proteins. Oxygen evolving complex and PSII complex proteins (PsbH, PsbS, PsbR and Psb28) were found to be abundant in the most damaged leaf zone. This leaf zone presented a protein involved in the salicylic acid response, while it was not abundant in the other leaf zones. The mRNA level of PsbR was significantly lower (1-fold) compared the control in the most damaged zone of the leaf, while Psb28 and PsbH were lower (1-fold) in the less damaged leaf zones. PsbS mRNA abundance in all leaf zones tested presented no statistically significant change from the control. CONCLUSIONS We present the first characterization of the proteome changes caused by an extreme level of high-light intensity (24,000 μmol m- 2 s- 1). The proteomics results show the presence of specific defense responses to each level of light intensity, with a possible involvement of proteins PsbH, Psb28, PsbR, and PsbS.
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Affiliation(s)
- Débora Parrine
- Department of Bioresource Engineering, Macdonald Campus, McGill University, 21,111 Lakeshore Boulevard, Sainte-Anne-de-Bellevue, Quebec H9X 3V9 Canada
| | - Bo-Sen Wu
- Department of Bioresource Engineering, Macdonald Campus, McGill University, 21,111 Lakeshore Boulevard, Sainte-Anne-de-Bellevue, Quebec H9X 3V9 Canada
| | - Bilal Muhammad
- Department of Animal Science, Macdonald Campus, McGill University, 21,111 Lakeshore Boulevard, Sainte-Anne-de-Bellevue, QC H9X 3V9 Canada
| | - Keith Rivera
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY USA
| | - Darryl Pappin
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY USA
| | - Xin Zhao
- Department of Animal Science, Macdonald Campus, McGill University, 21,111 Lakeshore Boulevard, Sainte-Anne-de-Bellevue, QC H9X 3V9 Canada
| | - Mark Lefsrud
- Department of Bioresource Engineering, Macdonald Campus, McGill University, 21,111 Lakeshore Boulevard, Sainte-Anne-de-Bellevue, Quebec H9X 3V9 Canada
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Goshadrou A, Lefsrud M. Synergistic surfactant-assisted [EMIM]OAc pretreatment of lignocellulosic waste for enhanced cellulose accessibility to cellulase. Carbohydr Polym 2017; 166:104-113. [DOI: 10.1016/j.carbpol.2017.02.076] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Revised: 02/06/2017] [Accepted: 02/20/2017] [Indexed: 11/16/2022]
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Naznin M, Lefsrud M, Gravel V, Hao X. Different ratios of red and blue LED light effects on coriander productivity and antioxidant properties. ACTA ACUST UNITED AC 2016. [DOI: 10.17660/actahortic.2016.1134.30] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Villalobos Solis MI, Patel A, Orsat V, Singh J, Lefsrud M. Fatty acid profiling of the seed oils of some varieties of field peas (Pisum sativum) by RP-LC/ESI-MS/MS: towards the development of an oilseed pea. Food Chem 2013; 139:986-93. [PMID: 23561200 DOI: 10.1016/j.foodchem.2012.12.052] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2012] [Revised: 11/30/2012] [Accepted: 12/21/2012] [Indexed: 10/27/2022]
Abstract
Reversed-phase liquid chromatography coupled to negative-ion electrospray tandem mass spectrometry (RP-LC/ESI-MS/MS) was used to study the fatty acid profile from the oil of harvested field pea (Pisum sativum) varieties as part of a research project to develop this legume as a commercial oilseed for Canada. The seed oils from pea samples contained palmitic and stearic acids as major saturated fatty acids. Oleic, linoleic and linolenic acids were the major unsaturated fatty acids found. Small percentages of other long chain fatty acids were also detected. This profile suggests that the species of field pea investigated might have the potential to be used as raw materials to develop a future new oilseed crop for the food industry. Fatty acid extracts did not require further manipulation before final analysis by RP-LC/ESI-MS/MS, indicating the utility and relative simplicity of this technique for future screening studies.
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Affiliation(s)
- Manuel Ivan Villalobos Solis
- Bioresource Engineering Department, McGill University, Macdonald Campus, 21,111 Lakeshore Road, Ste-Anne-de-Bellevue, Quebec, Canada H9X 3V9.
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Murugesan R, Orsat V, Lefsrud M. Effect of Pulsed Ultraviolet Light on the Total Phenol Content of Elderberry (<i>Sambucus nigra</i>) Fruit. ACTA ACUST UNITED AC 2012. [DOI: 10.4236/fns.2012.36104] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Denef VJ, VerBerkmoes NC, Shah MB, Abraham P, Lefsrud M, Hettich RL, Banfield JF. Proteomics-inferred genome typing (PIGT) demonstrates inter-population recombination as a strategy for environmental adaptation. Environ Microbiol 2008; 11:313-25. [PMID: 18826438 DOI: 10.1111/j.1462-2920.2008.01769.x] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Analyses of ecological and evolutionary processes that shape microbial consortia are facilitated by comprehensive studies of ecosystems with low species richness. In the current study we evaluated the role of recombination in altering the fitness of chemoautotrophic bacteria in their natural environment. Proteomics-inferred genome typing (PIGT) was used to genotype the dominant Leptospirillum group II populations in 27 biofilms sampled from six locations in the Richmond Mine acid mine drainage system (Iron Mountain, CA) over a 4-year period. We observed six distinct genotypes that are recombinants comprised of segments from two 'parental' genotypes. Community genomic analyses revealed additional low abundance recombinant variants. The dominance of some genotypes despite a larger available genome pool, and patterns of spatiotemporal distribution within the ecosystem, indicate selection for distinct recombinants. Genes involved in motility, signal transduction and transport were over-represented in the tens to hundreds of kilobase recombinant blocks, whereas core metabolic functions were significantly under-represented. Our findings demonstrate the power of PIGT and reveal that recombination is a mechanism for fine-scale adaptation in this system.
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