The interaction between soil bacteria and plants may be beneficial, harmful, or neutral for the plant. Beneficial plant growth-promoting bacteria (PGPB) facilitate plant growth by several different mechanisms. They are typically found in the soil along with bacteria that are deleterious to plant growth (phytopathogens) and bacteria that do not have any discernible effect on plant growth and development (commensal bacteria) (Figure 2A).
4. Plant Growth Promoting Bacteria Research in Hydroponics
4.1. The Hydroponic Microbiome
The Dutch botanist and microbiologist Lourens Bass-Becking once said, “Everything is everywhere, the environment selects”. Given that a hydroponic system is distinct from a soil environment surrounding the rhizosphere, it stands to reason that the same plant variety may have different rhizospheric microbial communities depending on whether it is growing in soil or a soilless environment. Hydroponic systems have different levels of moisture, oxygen
[37], and nutrients
[38] than soil. Oxygen exchange is highly dependent on the matrix being used: soil oxygen and moisture levels affect biogeochemical cycles and the nitrogen cycle
[39]. These systems can result in changes to the crop quality. For example, hydroponic lettuce had a stronger root system and more moisture content than a soil-grown crop, although antioxidant content was reduced
[40]. Barley was more susceptible to salt stress in hydroponic systems compared to soil-based plants
[41]. Several research groups have conducted thorough studies to obtain empirical data on how differences between soil and soilless environments affects not just crops but the hydroponic microbiome.
An important question is whether hydroponic systems have elevated levels of human pathogens
[42][43]. Every year large recalls occur due to contaminated produce, thus a growing environment that is low in pathogens is critical if the amount of produce grown in hydroponics continues to increase as projected. Human pathogens are uncommon native organisms in hydroponic systems, further supporting the safety of this agricultural method for consumers. For example,
Clostridium botulinum,
Escherichia coli,
Salmonella, and
Staphylococcus aureus were not found within lettuce hydroponic systems
[42]. Water and leaves from hydroponically grown lettuce in Puerto Rico were analyzed to characterize potential human pathogens
[43].
Entercoccus faecalis was the most predominant pathogen, found in 11% of leaf samples, but not in the water. A range of 4–70 CFU/mL total bacteria were quantified in leaves, which was lower than >300 total CFU/mL found in the water system. Detectable levels of
E. coli O157:H7 and
Salmonella were not observed within the samples. However, ~78% of their samples contained bacterial isolates, including
Aeromonas,
Bacillus,
Corynebacterium,
Mycobacterium,
Pediococcus,
Pseudomonas,
and Serratia [43]; many of these bacteria are plant growth promoters in hydroponic systems.
High throughput sequencing has enabled scientists to ascertain which organisms are prevalent in hydroponic systems. A study of the influence of urine-derived fertilizers conveyed the range of OTUs that are native to the hydroponic lettuce rhizosphere
[44].
Pseudomonas was the only genus that was a true indicator organism, present in over 90% of samples.
Burkholderia and
Sphinogomonas were also highly prevalent. Out of 185 identified OTUs, other highly indicative families were
Rhizobiaceae,
Chitinophagaceae, and
Flavobacteriaceae. Hydroponic derived organisms found surviving in the plant rhizosphere are more likely to persist in a hydroponic system than soil-derived organisms. This study did not conclude that
Bacillus was an indicator organism in hydroponics, which is a notable difference from soil studies of the same crops. Anzalone et al.
[24] conducted a tomato rhizosphere metagenomics study comparing the communities between soil and soilless coconut fiber environments. They concluded that the tomato microbiome was controlled by the environment in which the plant grew. Significant differences in microbial communities were observed in soil vs. hydroponic systems. The hydroponic tomato rhizosphere had significantly reduced bacterial and fungal diversity, despite coming from identical nursery stock
[24]. PCoA plots visualizing community similarities clearly showed that samples grouped by substrate type. These findings suggest that organisms isolated from soil may not always be able to survive on the same plant in hydroponic greenhouses.
A taxonomic survey was conducted in a lettuce hydroponic facility to determine the microbial communities present in the water, nutrient solution sump, biofilter effluent sump, and tilapia aquaculture tanks
[45]. The plants had a strong influence on the microbial community present, which remained relatively constant despite various treatments. They concluded that the impact of microbial inoculants on the community structure was lower than expected and suggested that growers and scientists need to carefully balance sterilization vs. the need to maintain a healthy microbiome in the systems. However, it must be noted that the organism used to formulate these conclusions was
Bacillus amyloliquefaciens, supporting evidence that
Bacillus species do not always perform as well as other organisms, such as
Pseudomonas, that thrive in hydroponic systems.
A study by Sheridan and colleagues analyzed microbial community changes of potato, soybean, durum wheat, and bread wheat crops after receiving a commercial microbial inoculant containing 48 strains of different organisms
[46]. The authors determined that the most abundant organisms in the mix did not correlate with the most effective colonizer in a hydroponic system. They observed that microbial communities were specific to the crop type, indicating the same mixture does not interact to the same extent with all crops that were tested. Interestingly, an unexpected ten-hour 50 °C heat event in the durum wheat hydroponic system caused a shift in the crop’s microbiome, resulting in the thermophile
Chlorobi OPB56 significantly increasing in abundance. As the planet warms and heat events become more frequent, the knowledge that heat shifts can change the hydroponic rhizosphere is important. A separate study that focused on which traits created the best hydroponic colonizers concluded that better PGPB colonizers of Duckweed roots contained relatively more genes for bacterial chemotaxis, flagellar assembly, and two-component systems
[47]. This suggests that the ability for a bacterium to travel and move towards plant exudates increases its ability to colonize hydroponic roots.
4.2. PGPB That Increase Nutrient Uptake
Plants need a range of macro and micronutrients to thrive. The six macronutrients are carbon, hydrogen, nitrogen, oxygen, phosphorus, and potassium while the eight plant micronutrients are boron, chlorine, copper, iron, manganese, molybdenum, nickel, and zinc. PGPB that increase nutrient uptake for crops improve the availability of one or more of these nutrients to facilitate plant growth. Increasing nitrogen, phosphorus, and iron uptake are the most commonly tested strategies in the hydroponic PGPB literature.
Nitrogen is an essential plant nutrient that is critical for amino acid synthesis, chlorophyll, and nucleic acid development. Plants cannot obtain nitrogen directly from the atmosphere, thus relying on alternative forms such as ammonia and nitrate. Nitrogen is one of the main components of chemical fertilizers. Globally, approximately 115 million tons of nitrogen is applied annually to fields
[48], although only a third of this is taken up by the plants. Bacteria participate in the nitrogen cycle converting gaseous nitrogen into more available forms. Nitrogen fixation converts atmospheric N
2 into ammonia; ammonia oxidation then converts ammonia into nitrite, which can then be converted into nitrate via nitrite oxidation. Nitrogen fixing bacteria include
Rhizobia,
Azospirillum,
Azotobacter,
Bacillus, and
Beijerinckia. When added to a nitrogen-free hydroponic system,
Azospirillum and
Bacillus increased nitrogen yield in bananas by up to 144%, shoot growth by ~200%, and biomass by ~140%
[49]. In one study,
Azotobacter was immobilized onto beads. The author determined that adding 5g of beads per plant optimized growth of Choy sum (a Chinese flowering cabbage)
[50]. The presence of
Acinetobacter increased the amount of nitrogen that Duckweed could obtain from pondwater
[51]. A commercial mixture of
Bacillus spp. influenced the levels of ammonia, nitrite, and nitrate in an NFT system containing Red Cherokee lettuce
[52]. A second lettuce study using Tiberius romaine lettuce developed a consortium containing multiple nitrogen fixers, including
Azotobacter chroococcum,
Azospirillum brasilense,
Pseudomonas fluorescens, and
Bacillus subtilis [53]. The authors observed that the amount of nitrogen uptake almost doubled, especially when (non-nitrogen-fixing) arbuscular mycorrhizal fungi were also added in with the bacteria. Lastly, a mixed culture of unspecified nitrifiers and ammonifiers was able to utilize organic nitrogen in a tomato crop
[54], creating the potential for hydroponic growers to switch to organic fertilizers instead of the typical inorganic fertilizers.
Phosphorus is another macronutrient that is essential for plant health. It is a building block of nucleic acids, and contributes to photosynthesis, root growth, and maturation. Phosphorus solubilizing bacteria convert phosphorus from the nutrient solution into a more bioavailable form, as plants can only absorb phosphorus in monobasic and dibasic forms. Similar to its involvement with the nitrogen cycle,
Acinetobacter increased the amount of phosphorus that duckweed could obtain from pondwater
[47]. A mixture of
Bacillus spp. increased phosphorus solubilization for lettuce and increased yields
[52] PGPB identified in a sorghum trial included a range of the phosphorus solubilizing bacteria
Pseudomonas spp.,
Burkholderia spp.,
Phylobacterium spp., and
Chitinophaga japonensis [55]. Phosphate solubilization is a common trait of
Pseudomonas spp. in switchgrass
[56][57], and tomatoes
[58][59]. Several beneficial organisms were found to have both nitrogen fixation and phosphorus solubility, including
Pantoea agglomerans in rice experiments
[60]. An experiment with soybeans evaluated the increase in photosynthesis capabilities after applying a commercial microbial consortium
[61]. The complex mixture of bacteria, yeasts, and fungi was hypothesized to be providing multiple benefits to the soybeans, including improved nitrogen and phosphorus uptake.
The micronutrient iron is a key component of chlorophyll, and as such iron deficient plants undergo chlorosis, which is characterized by yellow leaves from a lack of chlorophyll. Iron also improves plant enzymatic functions and respiration. Iron uptake is increased by bacteria that secrete siderophores, which are high-affinity iron chelators that effectively bind iron and increase iron sequestration for both the plants and bacteria. A study in canola focused on four PGPB that all possessed siderophores amongst other beneficial traits
[62].
Arthrobacter,
Bacillus altitudinis,
Bacillus megaterium, and
Sphingomonas increased biomass production; however, the authors concluded that
Sphingomonas was the best candidate for future studies. A cucumber trial that tested the beneficial fungus
Trichoderma harzianum resulted in inoculated plants possessing an increase in multiple nutrients including phosphorus, iron, copper, manganese, and zinc
[63]. Although the authors did not test for siderophores, they observed a 90% increase in phosphorus and 30% increase in iron within the plants. More recent advances have shown that
T. harzianium produces a novel siderophore called harzianic acid
[64]. Interestingly, a strawberry study demonstrated that not all siderophore structures behave equally
[65]. They concluded that bacteria with hydroxamate siderophores produced by the PGPB
Gluconacetobacter diazotrophicus were more beneficial for iron uptake to the crop than catechol siderophores produced by
Azospirillum brasilense. Catechols are less stable than hydroxymates and are susceptible to oxidation.
4.3. PGPB That Regulate Hormones
Control of the phytohormone ethylene via ACC deaminase is an effective strategy to increase crop yields in hydroponic systems. PGPB with this gene have been isolated from the international space station
[66]. When twenty bacterial species were analyzed for a range of PGPB traits it was determined that
Pseudomonas agglomerans and
Bacillus pyrocinnia both possessed multiple PGPB beneficial traits, including ACC deaminase, phosphate solubilization, and siderophore production. A study that observed over 20% increases in canola yields also used bacteria that possessed functional ACC deaminase, IAA, phosphate solubilization, and siderophores
[62]. Likewise, the best strain in terms of promoting plant growth out of 305 isolates in rice experiments possessed ACC deaminase, IAA, and siderophores
[67]. Additionally, bacteria with a range of beneficial traits including ACC deaminase, IAA, phosphorus solubilization, and N cycling increased wheat yields
[68]. These studies highlight that single strains that possess at least three functional plant growth promoting traits including ACC deaminase are highly successful in increasing yields in a wide range of crops.
Bacterial IAA is an auxin involved in L-tryptophan metabolism that is responsible for increases in plant growth. Within cucumbers, the two most successful PGPB tested,
Serratia marcescens and
Pseudomonas putida, were also the two strains that produced IAA
[69]. Both organisms performed better than
Bacillus amyloliquefaciens and an unspecified
Bacillus spp. strain 70. Consortium trials of five IAA producers increased wheat yields from 36–80%
[70]. A consortium of auxin producers including
Bacillus cereus,
Bacillus thuringiensis, and
Buttiaxella agrestis remarkably reduced the time required for banana seedling acclimatization from 90 to 25 days
[71]. Many PGPB have multiple beneficial traits, as evidenced by this consortium’s ability to also produce the hormone cytokinin, hydrocyanic acid, siderophores, and solubilize phosphorus. A lettuce trial using
Gluconacetobacter diazotrophicus observed up to 16% increases in yield using an organism that produces both the hormones IAA and gibberellin
[72]. Similarly, bacteria possessing IAA, nitrogen fixation, and phosphorus solubilization increased rice yields up to 20%
[60][73].
Pseudomonas fluorescens increased tomato crop yields by up to 18%
[74]. Although the authors were unsure of the exact mechanism, they suspected growth regulating substances were involved. Many strains of
Pseudomonas fluorescens have been documented as having both IAA and ACC deaminase in more recent research
[75]. Indeed, IAA and ACC deaminase producing
Pseudomonas outperformed other isolates in sorghum
[55], switchgrass
[56][57], and tomato trials
[58]. Single organisms with the ability to produce both hormones and increase nutrient uptake frequently perform the best in both soil and hydroponic systems
[76].
4.4. Biocontrol Agents
Crop diseases significantly harm global food production and can have a devastating effect in greenhouses that become contaminated. Implementing biocontrol efforts to reduce the severity of infections are an effective strategy to increase yields in hydroponic farms. A wide range of PGPB have been tested against hydroponic phytopathogens.
Pythium is a parasitic oomycete that causes root rot and damping off in many crops including ornamental flowers, arugula, cucumber, lettuce, spinach, sweet pepper, and tomato
[77]. A study of hydroponically grown Chrysanthemums concluded that
Pseudomonas chlororaphis and
Bacillus cereus were the best PGPB for
Pythium biocontrol after they reduced pathogen root colonization by 72–91%
[78].
Pseudomonas chlororaphis also effectively prevented
Pythium infection in Romaine lettuce
[16] and Cubico sweet peppers
[79]. In Cortina lettuce, the commercial product “Boost” containing
Bacillus subtilis was more effective than other products with
Enterobacter,
Trichoderma, or
Gliocladium [80]. The mechanism of action was unknown, but the authors suspected that the organisms were inducing plant resistance or preventing
Pythium colonization. Their conclusions were further supported by a separate study that observed that
Bacillus also reduced
Pythium root colonization in a trial with Red Coral and Green Oak lettuce
[81]. A hydroponic tomato study observed >50% decrease in disease incidence when either
Pseudomonas fluorescens,
Gliocladium,
Trichoderma, or
Streptomyces were applied
[82]. Applying
Lysobacter enzymogenes in combination with chitosan reduced disease in cucumber plants by 50–100% in four independent trials
[83]. Another cucumber trial tested four commercial inoculants to determine their efficacy against
Pythium [84]. Mixtures containing either
Gliocladium catenulatum or
Streptomyces griseoviridis were more effective than
Trichoderma treatments. Together, these studies suggest that
Pseudomonas chlororaphis,
Bacillus spp., and
Gliocladium work effectively in a range of crops to prevent root rot and damping off. Indeed, the body of literature suggests that
Bacillus is more effective at preventing
Pythium infections than it was at colonizing hydroponic roots and increasing growth in healthy non-infected plants.
Several other plant diseases are relevant to hydroponic systems and may be alleviated by inoculating crops with PGPB and fungi as a means of biocontrol.
Fusarium is a filamentous fungus that causes wilt disease in a wide range of crops. Several researchers have studied PGPB in an attempt to find suitable biocontrol candidates. Like biocontrol strategies for
Pythium, the bacteria
Gliocladium catenulatum and
Pseudomonas chlororaphis significantly reduced
Fusarium seedling mortality
[85]. Commercial mixtures containing
Trichoderma or
Streptomyces reduced disease incidence by >50%
[82]. The pathogen
Ralstonia is the causative agent of bacterial wilt disease. In one study, a combination of
Trichoderma viride,
Bacillus thuringiensis, and
Pseudomonas fluorescens inhibited ~70% of bacterial wilt in Linda lettuce
[86]. Another bacterial phytopathogen is
Pectobacterium (formerly
Erwinia), which causes vegetable soft rot; the bacterium
Rhodococcus reduced maceration in potatoes by degrading the quorum sensing capabilities of the pathogen
[87]. Lastly,
Colletotrichum graminicola is a fungus that causes stalk rot in grains and maize.
Trichoderma virens protected maize against
C. graminicola infection and reduced disease severity. The
T. virens inoculant produced Sm1, a compound that induced plant defense mechanisms
[88].
4.5. Bioremediation and Osmotic Stress
Bacteria isolated from hydroponic crops have promising capabilities for bioremediation. Carbendazim is a fungicide that negatively impacts aquatic organisms. A biofilm consortium comprised of
Flavobacterium,
Flectobacillus,
Klebsiella, and
Stenotrophomonas was able to degrade ~35 mg/L carbendazim to ~8 mg/L in 20 h
[89]. Two studies on switchgrass demonstrated that
Pseudomonas species could reduce cadmium stress and increase plant growth in the presence of 20 µmol/L cadmium. The organisms also had a range of beneficial plant growth promoting traits including ACC deaminase, IAA production, and phosphorus solubilization
[56][57]. Inoculated plants had elevated expression of the heat shock proteins HSP70 and HMA3, which improves cadmium tolerance in plants. A strain of
Pseudomonas fluorescens also promotes cadmium uptake in the perennial plant
Sedum alfredii [75], while
Pantoea agglomerans reduced cadmium concentrations and increased yields by ~20% in rice
[60]. Another contaminant that is toxic to plants and harms humans upon ingestion is arsenic
[90]. Research in rice concluded that a combination of
Pseudomonas stutzeri and
Cupriavidus taiwanensis reduced arsenic toxicity in rice
[73] by converting arsenic to a harmless arsenic sulfide form. The bacteria also had a range of beneficial plant growth promotion mechanisms including ACC deaminase, IAA, phosphorus solubilization, and nitrogen fixation.
Salinity stress can occur in hydroponic systems and reduce crop yields. A wide range of negative effects including reduced photosynthesis, reduced root elongation, stem diameter and plant height are a consequence of salinity stress
[91]. In one study, each EC unit increase in salinity resulted in a 7.2% decrease in tomato yield
[92]. Thus, adding PGPB into hydroponics to reduce these negative effects would significantly benefit growers. Some
Pseudomonas strains increased osmotically stressed plant crop yields in canola by 10%
[93]. The commercial inoculant TNC Bactorr consisting of
Bacillus spp. and
Paenibacillus polymyxa alleviated 20mM salt stress in Crispa variety lettuce
[94]. Four treatments with this inoculant prevented the 15% yield decrease caused by the osmotic stress. The authors noted that the autumn harvest tolerated salinity stress better than in the spring. Multiple PGPB have reduced salt stress in rice
[67][95].
Bacillus amyloliquefaciens increased yields by 15% in the presence of 200 mM salt, while upregulating 14 plant genes
[95]. The authors noted that salt-stressed rice underwent a shift in the microbiome that enriched for organisms that produced osmoprotectants including trehalose. Trehalose biosynthesis was also a key mechanism in a stressed hydroponic tomato trial
[96]. A study of 305 strains concluded that strain TY0307 (taxonomy undeclared) improved yields by 30% by reducing ROS stress, increasing proline concentrations, and producing ACC deaminase
[67]. Lastly, a comprehensive study in wheat tested 18 bacterial strains in four salt concentrations to determine the best PGPB for salt stress
[68]. The ~58% crop reduction under salt stress was decreased to ~15% when PGPB were added due to a range of beneficial traits including ACC deaminase, phosphorus solubilization, IAA, and N fixation. The most effective organisms tested were
Thalassobacillus,
Bacillus,
Halomonas,
Oceanobacillus,
Zhihengliuella, and
Staphylococcus succinus.