Abstract
Fresh vegetables including baby greens, microgreens, and sprouts can host human pathogens without exhibiting any visible signs of spoilage. It is clear that the vast majority of foodborne disease outbreaks associated with vegetable produce are not simply a result of an oversight by a producer, as it was shown that zoonotic pathogens from Enterobacteriaceae can contaminate produce through various routes throughout the entire production cycle. In this context, phenotypic and genotypic signatures have been used since early ages in agriculture to obtain better produce, and can be used today as a strategy to reduce the risk of outbreaks through plant breeding. In this mini-review, we provide an updated view and perspectives on to what extent the selection of biological markers can be used to select safer cultivars of vegetable crops such as tomato (the most studied), leafy greens and cabbage. Once this knowledge will be better consolidated, these approaches should be integrated into the development of comprehensive farm-to-fork produce safety programs.
Human Pathogens in Crop Production Environment
Outbreaks linked to the consumption of fresh fruits, vegetables, and sprouts suggest that human pathogens can contaminate produce pre- and/or post-harvest (). Human enteric pathogens, such as non-typhoidal Salmonella and Shiga toxin-producing Escherichia coli can survive in the crop production environment, causing recurrent outbreaks (). The majority of outbreaks of gastrointestinal illnesses have been associated with fruits, lettuce, alfalfa sprouts, spinach and tomatoes (; ). Based on these observations, it is reasonable to hypothesize that enteric pathogens interact differently with various crops (although a number of other hypotheses can be offered and tested). Such pathogens also exhibit different contamination in greenhouses or in the field (; ). These pathogens can survive in soil and water for extended periods of time and surface irrigation water improperly treated has been commonly identified as a source of contamination (; ). Good Agricultural Practices and agronomical operations, as well as intervention technologies optimized to manage plant pathogens and safety have been put in place to minimize the risk of produce contamination and the spread of the pathogens through the supply chain (; ; ). In addition to these tools, plant breeding has been recently suggested as another opportunity to enhance produce safety. This mini-review focuses on the feasibility of harnessing crop’s genetic potential to improve produce safety, with the emphasis on enteric pathogenic bacteria, primarily non-typhoidal Salmonella and Shiga toxin-producing E. coli, which have been the primary culprits of a large number of outbreaks linked to vegetable produce. In the first section of this mini-review we show the intra-species variability in the susceptibility to contamination and proliferation of enteric pathogens. Such variability among varieties and cultivars can be the result of specific genomic traits that can be transferred to the offspring. In the second section, we explore cases when potential biomarkers are identified and tentatively associated with the response to enteric pathogens (Figure 1).
FIGURE 1
Cultivars of Vegetable Crops Differ in Their Susceptibility to Enteric Pathogens
Tomato
Tomato is by far the most studied species, probably due to the fact that it is the most important vegetable crop worldwide, and also often involved in enteric pathogens outbreaks. A greenhouse screening of 31 cultivars with characteristics that could conceivably affect how conducive tomatoes are to Salmonella proliferation has been carried out (
In another field study, 13 tomato cultivars selected based on a range of distinct fruit phenotypes, including morphology, pigmentation and resistance to phytopathogens were tested for susceptibility to Salmonella surface colonization (
Cabbage
Response of cabbage cultivars to internalization or surface survival of Salmonella and Escherichia coli O157:H7 was studied by
Leafy Greens
When seeds of cilantro, parsley, radicchio, endive, lettuce and spinach were sown in the same pots containing contaminated soil, radicchio and endive had a significantly higher contamination index (CI) than lettuce (
Potential Biomarkers That Can Contribute to Produce Safety
We have previously seen that cultivars differ in their ability to support proliferation of enteric pathogens, therefore a number of potential biomarkers to be used in breeding programs can be obtained from studying such differences. Tomato is mainly used as a model plant for this purpose, but limited literature is also available on other raw eaten crops.
Flavonoids, Carotenoids, and Phenolics
Pigmentation, due to the presence of flavonoids and carotenoids, is the easiest biomarker that can be used in plant breeding programs. A recent study tested whether pigmentation can serve as an appropriate indicator of plant susceptibility to human pathogens. Thirty-one different tomato cultivars, including those that show different pigmentations have been screened. Despite color differences, pigmentation per se did not appear to account for the increased proliferation of Salmonella (
Fatty Acids
The presence of fatty acids has been proposed as a possible indicator of susceptibility to enteric pathogens. Linolenic and linoleic acids are unsaturated fatty acids present in tomato and are precursors of hexanal which contributes to the fruity flavor (
Ethylene
Ethylene is a plant hormone playing a key role in climacteric fruit ripening (
Fruits of three tomato cultivars, ‘Bonny Best,’ ‘Solar Fire,’ and ‘Florida-47,’ were harvested and infected with 100 CFU of Salmonella and incubated for a week at 22°C. In this experiment maturity stages of the fruits at the time of infection with Salmonella were assessed using the USDA tomato maturity chart. Maturity stages 5 and 6 at field harvest correspond to “ripe,” fruits that were harvested at 4 and 3 stages were considered “partially ripe,” and those that were harvested at 1 and 2 stages (and did not ripen beyond stage 5 during the experiment) were considered “unripe” (
Another experiment to test the involvement of the ethylene cascade in the proliferations of enteric pathogens has been done by treating Medicago truncatula seedlings with the ethylene precursor 1-aminocyclopropane-1-carboxylic acid (ACC). The treatment strongly reduced endophytic populations of Salmonella (
Breeding Plants to Support a Robust Microbiome
Microbiome has been shown to contribute to the proliferation of Salmonella in tomato fruits (
For example, an antagonist epiphyte to Salmonella, Paenibacillus alvei TS-15, was isolated from different plants native to the Virginia Eastern Shore tomato-growing region (
Bacterial phytopathogens also affect enteric pathogens proliferation in produce. Supermarket produce surveys showed that 60% of produce showing symptoms of soft rot also harbored presumptive Salmonella (
Conclusion
The implementation of appropriate breeding practices could provide an additional important step toward produce safety. Currently the main picture is still in its infancy and it is difficult to provide directions on selecting safer cultivars or include them in risk assessments. Nevertheless, some data are useful: for example a study on tomato mutants showed that RIN gene, used to increase shelf life, has also showed some protection against enteric pathogens in ‘Ailsa Craig’ fruit. More studies must be done on different cultivars testing heterozygosity and alleles type (
Excellent reviews also show that plants respond to Salmonella via defense pathways and that such genetic traits could also be used to achieve increase in produce safety (
Breeding practices have been used for a long time to reduce risk of plant pathogens. Can the same be done for pathogenic enteric pathogens? The question still remains extremely actual and open.
Statements
Author contributions
TH and MM focused on the microbiological component. AL and AB on the agronomical part. All authors wrote the manuscript.
Funding
This work was supported by the BioMentoring Program, Faculty of Biology, LMU Munich, Germany 2018–2020.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
References
1
AllardS.EnurahA.StrainE.MillnerP.RideoutS. L.BrownE. W.et al (2014). In situ evaluation of Paenibacillus alvei in reducing carriage of Salmonella enterica Serovar Newport on whole tomato plants.Appl. Environ. Microbiol.803842–3849. 10.1128/AEM.00835-14
2
BaiY.LindhoutP. (2007). Domestication and breeding of tomatoes: what have we gained and what can we gain in the future?Ann. Bot.1001085–1094. 10.1093/aob/mcm150
3
BarakJ. D.KramerL. C.HaoL. Y. (2011). Colonization of tomato plants by Salmonella enterica is cultivar dependent, and type trichomes are preferred colonization sites.Appl. Environ. Microbiol.77498–504. 10.1128/AEM.01661-10
4
BarakJ. D.LiangA.NarmK. E. (2008). Differential attachment to and subsequent contamination of agricultural crops by Salmonella enterica.Appl. Environ. Microbiol.745568–5570. 10.1128/AEM.01077-08
5
BarakJ. D.SchroederB. K. (2012). Interrelationships of food safety and plant pathology: the life cycle of human pathogens on plants.Annu. Rev. Phytopathol.50241–266. 10.1146/annurev-phyto-081211-172936
6
BartzJ. A.MarvasiM.TeplitsiM. (2014). “Salmonella and tomatoes,” in The Produce Contamination Problem: Causes and Solution, edsMatthewsK. R.SapersG. M.GerbaC. P. (Cambridge, MA: Academic Press), 269–289.
7
BettiniP. P.MarvasiM.FaniF.LazzaraL.CosiE.MelaniL.et al (2016). Agrobacterium rhizogenes rolB gene affects photosynthesis and chlorophyll content in transgenic tomato (Solanum lycopersicum L.) plants.J. Plant Physiol.20427–35. 10.1016/j.jplph.2016.07.010
8
BrandlM. T.CoxC. E.TeplitskiM. (2013). Salmonella interactions with plants and their associated microbiota.Phytopathology103316–325. 10.1094/PHYTO-11-12-0295-RVW
9
CarrariF.BaxterC.UsadelB.Urbanczyk-WochniakE.ZanorM. I.Nunes-NesiA.et al (2006). Integrated analysis of metabolite and transcript levels reveals the metabolic shifts that underlie tomato fruit development and highlight regulatory aspects of metabolic network behavior.Plant Physiol.1421380–1396. 10.1104/pp.106.088534
10
CDC (2019). Web site Centers for Disease Control. Available online at: https://www.cdc.gov/foodsafety/outbreaks/index.html(accessed December 20, 2019).
11
CoxC. E.McClellandM.TeplitskiM. (2013). Consequences of disrupting Salmonella AI-2 signaling on interactions within soft rots.Phytopathology103352–361. 10.1094/PHYTO-09-12-0237-FI
12
DevleesschauwerB.MarvasiM.GiurcanuM. C.HochmuthG. J.SpeybroeckN.HavelaarA. H.et al (2017). High relative humidity pre-harvest reduces post-harvest proliferation of Salmonella in tomatoes.Food Microbiol.6655–63. 10.1016/j.fm.2017.04.003
13
Dewey-MattiaD.ManikondaK.HallA. J.WiseM. E.CroweS. J. (2018). Surveillance for foodborne disease outbreaks – United States, 2009–2015.MMWR Surveill. Summ.67:1. 10.15585/mmwr.ss6710a1
14
EricksonM. C.LiaoJ. Y.PaytonA. S.CookP. W.Den BakkerH. C.BautistaJ.et al (2019a). Survival of Salmonella enterica and Escherichia coli O157:H7 sprayed onto the foliage of field-grown cabbage plants.J. Food Prot.82479–485. 10.4315/0362-028X.JFP-18-326
15
EricksonM. C.LiaoJ. Y.PaytonA. S.CookP. W.Den BakkerH. C.BautistaJ.et al (2019c). Pre-harvest internalization and surface survival of Salmonella and Escherichia coli O157:H7 sprayed onto different lettuce cultivars under field and growth chamber conditions.Int. J. Food Microbiol.291197–204. 10.1016/j.ijfoodmicro.2018.12.001
16
EricksonM. C.LiaoJ. Y.PaytonA. S.CookP. W.OrtegaY. R. (2019b). Survival and internalization of Salmonella and Escherichia coli O157:H7 sprayed onto different cabbage cultivars during cultivation in growth chambers.J. Sci. Food Agric.993530–3537. 10.1002/jsfa.9573
17
FujisawaM.ItoY. (2013). The regulatory mechanism of fruit ripening revealed by analyses of direct targets of the tomato MADS-box transcription factor RIPENING INHIBITOR.Plant Signal. Behav.8:e24357. 10.4161/psb.24357
18
HanS.MicallefS. A. (2014). Salmonella Newport and Typhimurium colonization of fruit differs from leaves in various tomato cultivars.J. Food Prot.771844–1850. 10.4315/0362-028X.JFP-13-562
19
HubbardP. A.LiangX.SchulzH.KimJ. J. P. (2003). The crystal structure and reaction mechanism of Escherichia coli 2,4-dienoyl-CoA reductase.J. Biol. Chem.27837553–37560. 10.1074/jbc.M304642200
20
IniguezA. L.DongY.CarterH. D.AhmerB. M. M.StoneJ. M.TriplettE. W. (2005). Regulation of enteric endophytic bacterial colonization by plant defenses.Mol. Plant Microbe Interact.18169–178. 10.1094/MPMI-18-0169
21
JadhavS.SinghB.SalunkheD. K. (1972). Metabolism of unsaturated fatty acids in tomato fruit: linoleic and linolenic acid as precursors of hexanal.Plant Cell Physiol.13449–459. 10.1093/oxfordjournals.pcp.a074758
22
LapidotA.YaronS. (2009). Transfer of Salmonella enterica Serovar Typhimurium from contaminated irrigation water to parsley is dependent on curli and cellulose, the biofilm matrix components.J. Food Prot.72618–623. 10.4315/0362-028X-72.3.618
23
LiuM.PirrelloJ.ChervinC.RoustanJ. P.BouzayenM. (2015). Ethylene control of fruit ripening: revisiting the complex network of transcriptional regulation.Plant Physiol.1692380–2390. 10.1104/pp.15.01361
24
MaruzaniR.SuttonG.NocerinoP.MarvasiM. (2019). Exopolymeric substances (EPS) from Salmonella enterica: polymers, proteins and their interactions with plants and abiotic surfaces.J. Microbiol.571–8. 10.1007/s12275-019-8353-y
25
MarvasiM.CoxC. E.XuY.NoelJ. T.GiovannoniJ. J.TeplitskiM. (2013b). Differential regulation of Salmonella Typhimurium genes involved in O-antigen capsule production and their role in persistence within tomato fruit.Mol. Plant Microbe Interact.26793–800. 10.1094/MPMI-09-12-0208-R
26
MarvasiM.GeorgeA. S.GiurcanuM.HochmuthG. J.NoelJ. T.GauseE.et al (2014b). Effects of nitrogen and potassium fertilization on the susceptibility of tomatoes to post-harvest proliferation of Salmonella enterica.Food Microbiol.4320–27. 10.1016/j.fm.2014.03.017
27
MarvasiM.GeorgeA. S.GiurcanuM. C.HochmuthG. J.NoelJ. T.TeplitskiM. (2015b). Effect of the irrigation regime on the susceptibility of pepper and tomato to post-harvest proliferation of Salmonella enterica.Food Microbiol.46139–144. 10.1016/j.fm.2014.07.014
28
MarvasiM.HochmuthG.TeplitskiM. (2015a). The role of crop production practices and weather conditions in microbiological safety of tomatoes and peppers.Food Microbiol.46139–144. 10.13140/RG.2.2.20981.01762
29
MarvasiM.HochmuthG. J.GiurcanuM. C.GeorgeA. S.NoelJ. T.BartzJ.et al (2013a). Factors that affect proliferation of Salmonella in tomatoes post-harvest: the roles of seasonal effects, irrigation regime, crop and pathogen genotype.PLoS One8:e80871. 10.1371/journal.pone.0080871
30
MarvasiM.NoelJ. T.GeorgeA. S.FariasM. A.JenkinsK. T.HochmuthG.et al (2014a). Ethylene signalling affects susceptibility of tomatoes to Salmonella.Microb. Biotechnol.7545–555. 10.1111/1751-7915.12130
31
MoormanG. W.GevensA. J.GrankeL. H.HausbeckM. K.HendricksK.RobertsP. D.et al (2014). “Sources and distribution systems of irrigation water and their potential risks for crop health,” in Biology, Detection, and Management of Plant Pathogens in Irrigation Water, edsHongC.MoormanG. W.WohankaW.ButtnerC. (St. Paul, MN: APS Press), 3–12. 10.1094/9780890544914.002
32
MurrayK.WuF.ShiJ.Jun XueS.WarrinerK. (2017). Challenges in the microbiological food safety of fresh produce: limitations of post-harvest washing and the need for alternative interventions.Food Qual. Saf.1289–301. 10.1093/fqsafe/fyx027
33
NoelJ. T.ArrachN.AlagelyA.McclellandM.TeplitskiM. (2010). Specific responses of Salmonella enterica to tomato varieties and fruit ripeness identified by In Vivo expression technology.PLoS One5:e12406. 10.1371/journal.pone.0012406
34
OsorioS.AlbaR.DamascenoC. M. B.Lopez-CasadoG.LohseM.ZanorM. I.et al (2011). Systems biology of tomato fruit development: combined transcript, protein, and metabolite analysis of tomato transcription factor (nor, rin) and ethylene receptor (Nr) mutants reveals novel regulatory interactions.Plant Physiol.157405–425. 10.1104/pp.111.175463
35
Poza-CarrionC.SuslowT.LindowS. (2013). Resident bacteria on leaves enhance survival of immigrant cells of Salmonella enterica.Phytopathology103341–351. 10.1094/PHYTO-09-12-0221-FI
36
SinghP.SantoniS.WeberA.ThisP.PérosJ. P. (2019). Understanding the phyllosphere microbiome assemblage in grape species (Vitaceae) with amplicon sequence data structures.Sci. Rep.9:14294. 10.1038/s41598-019-50839-0
37
TeplitskiM.BarakJ. D.SchneiderK. R. (2009). Human enteric pathogens in produce: un-answered ecological questions with direct implications for food safety.Curr. Opin. Biotechnol.20166–171. 10.1016/j.copbio.2009.03.002
38
TeplitskiM.de MoraesM. (2018). Of mice and men. and plants: comparative genomics of the dual lifestyles of enteric pathogens.Trends Microbiol.26748–754. 10.1016/j.tim.2018.02.008
39
TokarskyyO.DeJ.FaticaM. K.BrechtJ.SchneiderK. R. (2018). Survival of Escherichia coli O157:H7 and Salmonella on bruised and unbruised tomatoes from three ripeness stages at two temperatures.J. Food Protect.812028–2033. 10.4315/0362-028X.JFP-18-220
40
U.S. FDA (2019). Investigation Summary: Factors Potentially Contributing to the Contamination of Romaine Lettuce Implicated in the Fall 2018 Multi-State Outbreak of E. coliO157:H7. Silver Spring, ML: U.S. Food and Drug Administration.
41
USDA - Statistics (2019). Annual Reports: Crop Acreage, Yields, Areas Harvested, and Other Production Information. Available online at: https://www.usda.gov/topics/farming/crop-production(accessed December 21, 2019).
Summary
Keywords
plant breeding, enteric pathogens, biomarkers, cultivars, produce, food safety
Citation
Henriquez T, Lenzi A, Baldi A and Marvasi M (2020) Frontiers in Plant Breeding: Perspectives for the Selection of Vegetables Less Susceptible to Enteric Pathogens. Front. Microbiol. 11:1087. doi: 10.3389/fmicb.2020.01087
Received
03 January 2020
Accepted
30 April 2020
Published
28 May 2020
Volume
11 - 2020
Edited by
Max Teplitski, University of Florida, United States
Reviewed by
Abani Kumar Pradhan, University of Maryland, United States; Kalmia Kniel, University of Delaware, United States
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Copyright
© 2020 Henriquez, Lenzi, Baldi and Marvasi.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Massimiliano Marvasi, massimiliano.marvasi@unifi.it
This article was submitted to Food Microbiology, a section of the journal Frontiers in Microbiology
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