Source: COLORADO STATE UNIVERSITY submitted to
MICROGREENS: A NOVEL FOOD CROP FOR SUSTAINABLY DIVERSIFYING FOOD SYSTEMS AND PROMOTING HUMAN HEALTH
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
TERMINATED
Funding Source
Reporting Frequency
Annual
Accession No.
1016130
Grant No.
(N/A)
Project No.
COL00776
Proposal No.
(N/A)
Multistate No.
(N/A)
Program Code
(N/A)
Project Start Date
Jul 1, 2018
Project End Date
Jun 30, 2020
Grant Year
(N/A)
Project Director
Johnson, SA, A..
Recipient Organization
COLORADO STATE UNIVERSITY
(N/A)
FORT COLLINS,CO 80523
Performing Department
Food Science & Human Nutrition
Non Technical Summary
Microgreens are an emerging horticultural crop with promise for sustainably diversifying food systems and promoting human, population, environmental, and economic health. They are the edible cotyledons (seed leaves) of many vegetables, herbs, and flowers, and are known to have colorful stems and leaves, a variety of textures and flavors, and acceptability by consumers. Available research indicates the micronutrient and phytochemical contents of microgreens are higher than mature plant counterparts, and that they can be sustainably produced with minimal environmental impacts. They can be grown year-round in most indoor locales thus facilitating adaptations to climate change and population growth, while also addressing seasonal crop availability. Their high nutritional quality and potential ease of meal incorporation suggests they can promote vegetable consumption, micronutrient sufficiency, and increased phytochemical intake for the promotion of health, and to achieve specific health effects as functional foods.To date, no research has explored feasibility of daily microgreen consumption in humans, or their potential impacts on health in humans. One preclinical study has shown promising results. Thus, the overall objective of the proposed study is to determine the feasibility and tolerability of daily microgreen consumption, and to begin to characterize bioavailability and bioactivity of several metabolites associated with microgreen consumption that could positively influence human health. This is essential for preliminary data and hypothesis generation to support large-scale competitive grant proposals aimed at investigating human health outcomes associated with chronic disease development in individuals and populations. The proposed research represents a critical initial step to support a new interdisciplinary research, education, and outreach initiative with several faculty in the Departments of Food Science and Human Nutrition and Horticulture and Landscape Architecture at Colorado State University (CSU). The purpose of this initiative is to systematically advance and disseminate the state of knowledge on microgreens from an agriculture, nutrition and food science, human and population health, and sustainability perspective across food systems. Here, we will characterize the bioactive compounds in select microgreens grown at the CSU Horticulture Center and retention of these compounds post-harvest to better understand their nutritional quality and optimization of nutritional quality for human consumption. We will then conduct a human feeding trial to determine the feasibility and tolerability of daily microgreen consumption, and to gain insight into bioavailability and bioactivity of these compounds.
Animal Health Component
0%
Research Effort Categories
Basic
45%
Applied
45%
Developmental
10%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
70114301010100%
Goals / Objectives
Microgreens are an emerging horticultural crop with promise for sustainably diversifying food systems and promoting human, population, environmental, and economic health. They are the edible cotyledons (seed leaves) of many vegetables, herbs, and flowers, and are known to have colorful stems and leaves, a variety of textures and flavors, and acceptability by consumers. Available research indicates the micronutrient and phytochemical contents of microgreens are higher than mature plant counterparts, and that they can be sustainably produced with minimal environmental impacts. They can be grown year-round in most indoor locales thus facilitating adaptations to climate change and population growth, while also addressing seasonal crop availability. Their high nutritional quality and potential ease of meal incorporation suggests they can promote vegetable consumption, micronutrient sufficiency, and increased phytochemical intake for the promotion of health, and to achieve specific health effects as functional foods.To date, no research has explored feasibility of daily microgreen consumption in humans, or their potential impacts on health in humans. One preclinical study has shown promising results. Thus, the overall objective of the proposed study is to determine the feasibility and tolerability of daily microgreen consumption, and to begin to characterize bioavailability and bioactivity of several metabolites associated with microgreen consumption that could positively influence human health. This is essential for preliminary data and hypothesis generation to support large-scale competitive grant proposals aimed at investigating human health outcomes associated with chronic disease development in individuals and populations. The proposed research represents a critical initial step to support a new interdisciplinary research, education, and outreach initiative with several faculty in the Departments of Food Science and Human Nutrition and Horticulture and Landscape Architecture at Colorado State University (CSU). The purpose of this initiative is to systematically advance and disseminate the state of knowledge on microgreens from an agriculture, nutrition and food science, human and population health, and sustainability perspective across food systems. Here, we will characterize the bioactive compounds in select microgreens grown at the CSU Horticulture Center and retention of these compounds post-harvest to better understand their nutritional quality and optimization of nutritional quality for human consumption. We will then conduct a human feeding trial to determine the feasibility and tolerability of daily microgreen consumption, and to gain insight into bioavailability and bioactivity of these compounds. We propose the following specific aims:Specific Aim 1: To characterize bioactive compound types and quantities in select microgreens. Primary outcome measures: 1) analysis of metabolites by mass spectrometry (MS) to determine micronutrient and phytochemical types and quantities and their stability during post-harvest fresh storage, and 2) comparison with the compound types and quantities in mature plant counterparts. We hypothesize that bioactive compound types in select microgreens will mirror mature counterparts, but that quantities will be greater in microgreens on a per gram basis.Specific Aim 2: To gain insight into the bioavailability of microgreen phytochemicals and nutrients and their bioactivity in vivo and ex vivo. Primary outcome measures: 1) untargeted and targeted analysis of microgreen bioactive compounds in plasma samples, 2) identification and quantification of gut microbial populations altered by microgreen consumption, and 3) ex vivo stimulation of cytokine secretion in immune cells. Individuals will also be categorized according to usual vegetable intake and diet quality to determine dependence of outcome measures on usual diet. We hypothesize that bioactive compounds present in select microgreens will be bioavailable and bioactive, but impacted by gut microbial populations and usual diet.
Project Methods
Microgreen Production. In coordination with faculty in the Department of Horticulture and Landscape Architecture, microgreens (red beet, arugula, and red garnet amaranth) will be grown at the CSU Horticulture Center using standard greenhouse growing methods for microgreens. These specific microgreens were selected because of their high potential to impact human health, and because there is some pre-existing knowledge on potential bioactive compounds.3, 4, 9-11Metabolomics Analysis of Microgreens. Samples will be harvested and profiled (replicates of 5) for types and quantities of bioactive compound such as micronutrients, carotenoids, flavonoids, glucosinolates, and nitrate using standard laboratory assays and MS platforms and established approaches, data processing and analysis workflow12-17. Changes in types and quantities of bioactive compounds in microgreens (replicates of 2) post-harvest will be assessed daily for 5 days to determine stability of nutritional quality during fresh storage.Clinical Study Overview. A randomized controlled crossover trial will be conducted. Recruited participants will undergo an in-person screening, where blood draw will be performed, resting seated blood pressure will be measured in triplicate, and health history, anthropometrics, and blood lipid profiles and hemoglobin A1C will be assessed to determine eligibility. Qualified subjects (initial n = 28, equal men and women) will be randomly assigned to their treatment order. Treatment periods will be 3 weeks, each separated by a 3-week washout. All procedures will be performed at baseline and 3-week visits after a 12-hour overnight fast and 24 hours after the last bout of moderate-to-vigorous physical activity, and alcohol and medication use. Subjects. Men and postmenopausal women aged 45-75 yrs will be included, as this population is inherently at risk for developing age-related chronic disease. Inclusion of a population with established chronic disease risk factors such as high blood pressure will be evaluated in future studies when more is understood about microgreens as currently proposed. Individuals with HbA1c≤6.4%, blood pressure <140/90 mmHg, total cholesterol <240 mg/dL, LDL cholesterol < 90 mg/dL, triglycerides <350 mg/dL, and a body mass index (BMI) ≥18.5-<30 kg/m2 will be included. Individuals taking blood pressure-, lipid- or glucose-lowering or hormone replacement medications, chronic diseases, >3 days/wk vigorous exercise, weight change >5% in past 3 months, history of smoking in past 12 months, heavy drinkers (>7 drinks/wk for women; >14 drinks/wk for men), or unwillingness to maintain usual diet/physical activity will be excluded.Diet, Physical Activity, and Anthropometrics. 3-day diet records will be completed using ASA2418, 19. Healthy eating index (HEI) will be calculated to determine diet quality according to the 2015-2020 Dietary Guidelines. Physical activity patterns will be assessed using a validated 7-day recall20, 21, and weight, BMI, waist and hip circumferences will be assessed.Biological Sample Collection and Processing. Biological samples will be collected at baseline and 3-week time points. Blood will be centrifuged for separation of serum and plasma, aliquoted, and kept at -80°C until analysis. PBMCs will be isolated using SepMate™-50 ml tubes (Stemcell Technologies) containing a density gradient medium (Lymphoprep™, Stemcell Technologies) per the manufacturers' instructions. Stool samples will be stored at -20°C until analysis.Treatments. In random order, study participants will receive 2 cups (150 g)/day of microgreens (red beet, arugula, or red garnet amaranth) for a 3-week period. This is equivalent to a standard serving of raw leafy greens. Due to their short shelf-life, microgreen distribution will occur immediately after harvest. Frequency of distribution will be determined according to loss of nutritional quality determined in Specific Aim 1, but minimally every 5 days. Participants will be counseled on proper storage, microgreen culinary uses and how to incorporate them into meals, and to consume them fresh. Compliance will be determined using a daily treatment log. Interviews will be performed following study completion to gain insight into issues related to taste fatigue, and perceived barriers and benefits to daily consumption of microgreens. Immune Cell Cytokine Secretion. We will evaluate innate immune responses in isolated immune cells following ex vivo exposure to a pro-inflammatory stimulus. This is important to understanding their bioactivity, impact on immune health, and prevention of chronic inflammation implicated in numerous chronic diseases.22, 23 Peripheral blood mononuclear cells (2 x 106/mL) will be stimulated with 10 µg/mL lipopolysaccharide (LPS) in flat-bottomed 96-well plates, supernatants will be harvested 4 hrs after incubation and kept at -80°C until analysis. Inflammatory cytokines (e.g. IL-6, TNF-α) will be measured in triplicate (Luminex).23, 24Gut Microbiota and Gastrointestinal (GI) Health. The gut microbiota has emerged as a key regulator of human health. Thus, the ability to modulate gut microbes can alter downstream pro-inflammatory pathways, microbial metabolite concentrations, and reduce or exacerbate chronic disease risk.25, 26 In addition, many plant-based beneficial compounds are poorly processed and absorbed by the human digestive system, and bioavailability and bioactivity of these compounds relies heavily on metabolism by the gut microbiota.27 Thus, we will use our previously published methods15, 28, 29 to monitor changes in microbiota communities and correlate them with metabolites in human biofluids. A validated GI health questionnaire will be administered at each time point to assess tolerability of serving-level consumption of microgreens.Metabolomics Analysis of Biological Samples. Untargeted and targeted (e.g. beta-carotene, vitamins/minerals, phenolics, glucosinolates nitrate/nitrite) analysis of plasma samples will be performed using a combination of MS techniques and laboratory assays described above.Sample Size and Statistical Analysis. The sample size required to identify a mean difference of 30% in cytokine secretion from LPS-stimulated PBMCs with α = 0.05 and β = 80% in a crossover design is 28 (assuming 20% attrition). For microbial data, multivariate statistical analyses will be conducted using the adonis function of the vegan package30 in R (a nonparametric method analogous to ANOVA) to determine differences in bacterial communities across treatment groups. P-values will be based on 999 permutations. Bray-Curtis distances generated as output from mothur31 will be used as input for Principle Coordinate Analysis. Specific pairwise tests will be performed to detect treatment differences and a Linear Discriminate Analysis-Effect Size model will be performed to determine which bacterial OTUs. Bacterial diversity indices and relative abundance of phyla will be compared using nonparametric Mann-Whitney/Kruskal-Wallis one-way ANOVA by ranks test using R 3.1.1. Using SAS V9.4, data will be measured on a continuous scale and evaluated for normality prior to performing a linear regression analysis with repeated measures over time. Intervention and time will be included as fixed effects with an interaction term between the variables. Potential confounders (age, sex, and BMI) will be included to adjust for their effects. Post-hoc testing with false discovery correction will be used to determine microbial populations and metabolites that differ at the later sampling point between groups. All outcomes will be evaluated for the total cohort, as well as according to HEI and usual vegetable intake (meeting daily intake recommendation based on dietary guidelines). Statistical significance will be set at P<0.05.

Progress 07/01/18 to 06/30/20

Outputs
Target Audience:Educational opportunities (including laboratory instruction and experiential learning) related to the research projects were provided to several undergraduate and graduate students in the Department of Food Science and Human Nutrition. Research studies involving humans targeted individuals in the community representative of average consumers. Other audiences include industry, the lay public, and scientists. Changes/Problems:Major changes to the project include: 6 microgreen species and their mature counterparts were examined for micronutrient and bioactive compound types and quantities. Thus, an additional 3 microgreens species than initially intended were examined. The reason was to generate additional preliminary data and confirm the microgreens selected for the human intervention trial were of the highest nutritional quality and acceptable to consumers. Postharvest loss of micronutrients and bioactive compounds were not assessed due to cost, and low likelihood of generating important data due to their low shelf-life of approximately 5 days. A consumer sensory perception and acceptability study was performed. This study was deemed necessary prior to performing a human intervention feeding trial to ensure that the microgreens tested were acceptable to consumers. Additionally, this preliminary data is important to advancing the research on microgreens and promotion of their consumption to the agricultural, food, and nutrition industries and consumers. 2 microgreen species (as opposed to 3) were tested in the human intervention feeding trial to reduce human subject burden, researcher and staff burden, and conserve grant money. What opportunities for training and professional development has the project provided?This project has provided graduate and undergraduate student in the Departments of Food Science and Human Nutrition opportunities for training on growing, harvesting, and processing microgreens and mature plants. Students engaged with other students, staff, postdoctoral fellows, and faculty in the Department of Horticulture and therefore gain interdisciplinary exposure and training. Students were provided opportunities to learn about food science and nutrition. Additionally, students received training and experience in proper food handling, assessment of consumer acceptability and sensory perception of microgreens, and conducting a human intervention feeding trial withmicrogreens. How have the results been disseminated to communities of interest?Preliminary results have been disseminated via oral and poster presentations, 2 published manuscripts in high quality peer-reviewed journals, and at least 2 others will be submitted for publication in 2021. Results have been and will be disseminated through press releases in 2020/2021. These efforts have and will target communities of interest including food, nutrition, and agricultural scientists and industry, practitioners, students, and the general public. What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

Impacts
What was accomplished under these goals? - A research study was carried out with 99 human study participants to assess the consumer sensory perception and acceptability of six microgreens species (arugula, broccoli, bull's blood beet, red cabbage, red garnet amaranth, and tendril pea). The results of that study suggest that all microgreens tested are acceptable to consumers, but that certain factors such as sensory perception and food neophobia may impact their acceptability. Additionally, potential barriers and drivers to intention to purchase were identified. This work has resulted in a student poster presentation (and an accompanying award for excellence in research and scholarship), and was published in the Journal of Food Science in 2020. - A research study was carried out to grow, harvest, and process six microgreens species (arugula, broccoli, bull's blood beet, red cabbage, red garnet amaranth, and tendril pea) and their mature counterparts, followed by comprehensive metabolomics and ionomics analysis to compare metabolites and minerals in microgreens to their mature counterparts and one another. This study has been accepted for publication in Current Developments in Nutrition and has been published online ahead of print (in press). - Based on the two prior research studies and other published research, two microgreen species (bull's blood beet and red cabbage) were selected for a human intervention trial. The trial aims to assess the feasibility, acceptability, and tolerability of daily microgreen consumption, and potential health impacts. 24 human subjects completed the clinical trial (randomized crossover design) in November 2019, and laboratory and data analyses are currently underway. This study is intended to result in 2 peer-reviewed publications for submission in 2021.

Publications

  • Type: Journal Articles Status: Published Year Published: 2020 Citation: Microgreens: Consumer sensory perception and acceptance of an emerging functional food crop. Michell KA, Isweiri H, Newman SE, Bunning M, Bellows LL, Dinges MM, Grabos LE, Rao S, Foster MT, Heuberger AL, Prenni JE, Thompson HJ, Uchanski ME, Weir TL, Johnson SA. J Food Sci. 2020 Apr;85(4):926-935. doi: 10.1111/1750-3841.15075. Epub 2020 Mar 6. PMID: 32144771
  • Type: Journal Articles Status: Published Year Published: 2021 Citation: Comprehensive evaluation of metabolites and minerals in six microgreen species and the influence of maturity. Johnson SA, Prenni JE, Heuberger AL, Isweiri H, Chaparro JM, Newman SE, Uchanski ME, Omerigic HM, Michell KM, Bunning M, Foster MT, Thompson HJ, Weir TL. Published online ahead of print (in press) 2020/12/18 in Current Developments in Nutrition.
  • Type: Conference Papers and Presentations Status: Published Year Published: 2020 Citation: Michell KA, Isweiri H, Newman SE, Bunning M, Bellows LL, Dinges MM, Grabos LE, Rao S, Foster MT, Heuberger AL, Prenni JE, Thompson HJ, Uchanski ME, Weir TL, Johnson SA. Microgreens for the Masses: Exploring Consumer Acceptance and Sensory Perceptions of an Emerging Functional Food Crop. Poster presentation given at the Institute of Food Technologists annual meeting in June 2020. A third-place award was received.


Progress 10/01/18 to 09/30/19

Outputs
Target Audience:Educational opportunities (including laboratory instruction, experiential learning, service learning) related to the research projects were provided to several undergraduate and graduate students in the Department of Food Science and Human Nutrition, and in the Department of Horticulture and Landscape Architecture. Research studies involving humans targeted individuals in the community representative of average consumers. Changes/Problems:Major changes to the project include: - 6 microgreen species and their mature counterparts were examined for micronutrient and bioactive compound types and quantities. Thus, an additional 3 microgreens species than initially intended were examined. The reason was to generate additional preliminary data and confirm the microgreens selected for the human intervention trial were of the highest nutritional quality and acceptable to consumers. - Postharvest loss of micronutrients and bioactive compounds were not assessed due to cost, and low likelihood of generating important data due to their low shelf-life of approximately 5 days. - A consumer sensory perception and acceptability study was performed. This study was deemed necessary prior to performing a human intervention feeding trial to ensure that the microgreens tested were acceptable to consumers. Additionally, this preliminary data is important to advancing the research on microgreens and promotion of their consumption to the agricultural, food, and nutrition industries and consumers. - 2 microgreen species (as opposed to 3) were tested in the human intervention feeding trial to reduce human subject burden, researcher and staff burden, and conserve grant money. What opportunities for training and professional development has the project provided?This project has provided graduate and undergraduate student in the Departments of Food Science and Human Nutrition opportunities for training on growing, harvesting, and processing microgreens and mature plants. Students engaged with other students, staff, postdoctoral fellows, and faculty in the Department of Horticulture and therefore gain interdisciplinary exposure and training. Students and postdoctoral fellows were provided opportunities to learn about food science and nutrition. Additionally, students received training and experience in proper food handling, assessment of consumer acceptability and sensory perception of microgreens, and conducting a human intervention feeding trial with microgreens. How have the results been disseminated to communities of interest?Preliminary results have been disseminated via oral and poster presentations, 1 abstract has been submitted for presentation at a national/international conference, and others will be submitted for presentation at conferences in 2020. 1 manuscript has been submitted for publication in a peer-reviewed journal, and at least 2 others will be submitted for publication in 2020. Results will be disseminated through press releases in 2020. These efforts have and will target communities of interest including food, nutrition, and agricultural scientists and industry, practitioners, students, and the general public. What do you plan to do during the next reporting period to accomplish the goals?To accomplish the project goals, analyses of plant metabolomics and ionomics will be completed and disseminated through presentations, abstracts, and publications. Consumer sensory perception and acceptability findings will continue to be disseminated through presentations, and a press release will be performed Analyses of the human intervention trial will be completed (subjective information and biological analyses) and results will be disseminated through presentations, press releases, and submission of publications for peer review.

Impacts
What was accomplished under these goals? - A research study was carried out to grow, harvest, and process six microgreens species (arugula, broccoli, bull's blood beet, red cabbage, red garnet amaranth, and tendril pea) and their mature counterparts, followed by comprehensive metabolomics and ionomics analysis in order to compare metabolites and minerals in microgreens to their mature counterparts. Analyses and data interpretation are being finalized for publication. Preliminary data suggest that certain bioactive compounds and micronutrients are significantly higher in microgreens than mature counterparts. This study is intended to result in 1 peer-reviewed publication for submission in 2020. - A research study was carried out with 99 human study participants to assess the consumer sensory perception and acceptability of six microgreens species (arugula, broccoli, bull's blood beet, red cabbage, red garnet amaranth, and tendril pea). The results of that study suggest that all microgreens tested are acceptable to consumers, but that certain factors such as sensory perception and food neophobia may impact their acceptability. Additionally, potential barriers and drivers to intention to purchase were identified. This work has resulted in a student poster presentation (and an accompanying award for excellence in research and scholarship), an abstract submission for presentation at an international conference, and submission of a publication for peer review (currently under review/in revision). - Based on the two prior research studies and other published research, two microgreen species (bull's blood beet and red cabbage) were selected for a human intervention trial. The trial aims to assess the feasibility, acceptability, and tolerability of daily microgreen consumption, and potential health impacts. 24 human subjects completed the clinical trial (randomized crossover design) in November 2019, and laboratory/data analyses are currently underway. This study is intended to result in 2 peer-reviewed publications for submission in 2020.

Publications

  • Type: Journal Articles Status: Under Review Year Published: 2020 Citation: Michell KA, Isweiri H, Newman SE, Bunning M, Bellows LL, Dinges MM, Grabos LE, Rao S, Foster MT, Heuberger AL, Prenni JE, Thompson HJ, Uchanski ME, Weir TL, Johnson SA*. Microgreens: consumer sensory perception and acceptance of an emerging functional food crop. Submitted to the Journal of Food Science (submitted October 2019, submitted revision in December 2019).
  • Type: Conference Papers and Presentations Status: Under Review Year Published: 2020 Citation: Michell KA, Isweiri H, Newman SE, Bunning M, Bellows LL, Dinges MM, Grabos LE, Rao S, Foster MT, Heuberger AL, Prenni JE, Thompson HJ, Uchanski ME, Weir TL, Johnson SA. Microgreens for the Masses: Exploring Consumer Acceptance and Sensory Perceptions of an Emerging Functional Food Crop. Submitted for a poster presentation at the Institute of Food Technologists annual meeting in June 2020.


Progress 07/01/18 to 09/30/18

Outputs
Target Audience: Nothing Reported Changes/Problems:We are testing 6 different microgreens rather than just the 3 microgreens proposed in order to be better informed for the human intervention study. We anticipate that this will result in a better designed trial and stronger outcome data. What opportunities for training and professional development has the project provided?This project has provided graduate and undergraduate student in the Departments of Food Science and Human Nutrition opportunities for training on growing, harvesting, and processing microgreens and mature counterparts. Students engaged with other students, staff, postdoctoral fellows, and faculty in the Department of Horticulture and therefore gain interdisciplinary exposure and training. How have the results been disseminated to communities of interest? Nothing Reported What do you plan to do during the next reporting period to accomplish the goals?During the next reporting period, we plan to complete metabolomics analyses on the microgreens and their mature counterparts, and to compare the different microgreens with each other, as well with their mature counterparts. This will result in a publication, and will also serve as the basis for the human intervention study. We will initate the human intervention study, will begin data collection and entry, and data analysis.

Impacts
What was accomplished under these goals? Since project initiation, 6 different microgreens (red garnet amaranth, red beet, arugula, red cabbage, broccoli, and peas) have been grown, harvested, freeze-dried, and frozen/stored in preparation for metabolomics analyses. Currently, the mature counterparts to these microgreens are being grown in the Horticulture Center at Colorado State University and will be preserved in the same way as the microgreens for metabolomics analyses. Metabolomics analyses are scheduled to begin in January of 2019.

Publications