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Van der Heijden et al.
Supporting Information
Experimental microcosms: Using closed growth chambers and sterile conditions we
established novel experimental microcosms (Figure S2; see van der Heijden and Wagg (2013)
and Wagg et al. (2014) for further details). To avoid outside greenhouse-borne microbial
contamination, incoming air was filtered through a hydrophobic filter with a pore size of 0.2
μm (Millex®-FG50; Millipore Corporation, Billerica, USA) and water was filtered through a
hydrophilic filter with a 0.22 μm pore size (Millex®-GP50; Millipore Corporation, Billerica,
USA). Microcosms were assembled, inoculated, and planted within a laminar flow hood. All
parts used for the microcosms were sterilized by autoclaving for 30 min at 121 °C, with the
exception of the Plexiglas tops and the PVC microcosm bottoms. The bottom and top of the
microcosms were sterilized by submersing in 0.5% sodium hypochlorite for 20–30 minutes,
then in 70% Ethanol with a few drops of Tween 20 for a few minutes and air-dried within the
Laminar flow hood. Each microcosm, which had a diameter of 23.5 cm and a depth of 12 cm
was filled with 6.45 kg sieved and autoclaved (110°C for 2h) dune sand.
P and N fertilization: The microcosms were maintained in a greenhouse, watered weekly
and randomized every 2-4 weeks. A modified low N and P Hoagland nutrient solution
(Hoagland and Arnon, 1950) was supplied at regular time-intervals and a total of 39.7 mg N
kg soil-1 and 4.2 mg P kg soil-1 (or 45.3 kg N ha-1 year-1 and 4.8 kg P ha-1 year-1) was added to
each microcosm. To increase the relative abundance of 15N, 0.017 mg 15N (K15NO3, 98 atom%
enriched) was mixed with the soil prior to the establishment of the microcosms and a total of
0.806 mg 15N-K15NO3 and 0.366 mg 15N-15NH415NO3 (both 98 atom% enriched) was supplied
with the nutrient solution during the experiment. By doing this we enhanced the 15N
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concentration of plant available soil nitrogen to 1036 ‰ (the average δ15N of plant N in
microcosms without a symbiont). This δ15N concentration contrasts with the δ15N
concentration of atmospheric nitrogen, which is assumed to be 0 ‰. Subsequently, by using
the difference in 15N concentration between plant available soil nitrogen and atmospheric
nitrogen we calculated the amount of biological nitrogen fixation.
Quality control of treatments: It is difficult to test the ecological function of microbes
because non-inoculation treatments get easily contaminated (Read, 2002). At final harvest we
examined the microcosms for the purity of the microbial inoculation treatments. For the AM
fungi treatment we quantified in all microcosms the fungal colonization of plant roots and the
hyphal length in the soil (Table S1). Root colonization by AM fungi varied from 0% in all
non-mycorrhizal microcosms (control and rhizobia treatments) to 71.8% and 83.0% in
microcosms with only AM fungi or with AM fungi and rhizobia, respectively. Similarly,
hyphal length varied from 0.25 meter in control and rhizobia microcosms and up to 18.6
meter in microcosms inoculated with AM fungi. Hyphal length in the non-mycorrhizal
microcosms possibly reflect non-mycorrhizal structures or dead hyphae, which were already
present in the sterilized soil. We screened the roots for nodules in all microcosms and nodules
were only observed in microcosms where rhizobia had been added (Table S1). In summary,
neither AM fungi nor rhizobia colonization was observed in microcosms to which these had
not been added, demonstrating that we successfully manipulated the AM fungi and rhizobia in
the microcosms without the contamination of AM fungi or rhizobia from the outside during
the entire course of the experiment (16.5 months). Although we minimized the exposure of
the microcosms to possible environmental contaminations by working in a laminar flow hood,
we cannot exclude that bacteria and fungi other than AM fungi and rhizobia could have made
it into the microcosms (e.g. endophytic bacteria and fungi colonizing plant seeds).
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References
Van der Heijden MGA, Wagg C. (2013). Soil microbial diversity and agro-ecosystem
functioning. Plant Soil 363:1–5.
Hoagland DR, Arnon DI. (1950). The water-culture method for growing plants without soil.
Calif Agric Exp Stn Circ 347:1–32.
Read DJ. (2002). Towards Ecological Relevance - Progress and Pitfalls in the Path Towards
an Understanding of Mycorrhizal Functions in Nature. In:Mycorrhizal Ecology, Van der
Heijden, MGA & Sanders, IR (eds) Ecological Studies Vol. 157, Springer Berlin Heidelberg,
pp. 3–29.
Wagg C, Bender SF, Widmer F, van der Heijden MGA. (2014). Soil biodiversity and soil
community composition determine ecosystem multifunctionality. Proc Natl Acad Sci U S A
111:5266–70.
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Figure S1: Photographic impression of the nutrient poor dune grassland reference site at the
Noordhollands Duinreservaat at Egmond Binnen (the Netherlands).
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Figure S2: Experimental microcosms. Drawing (a) and photograph (b, c) of the gnotobiotic
microcosms in which plants were grown under controlled conditions without microbial
contamination from the outside. The photograph in (c) illustrates the experimental grassland
plant community after 5 months of growth in a microcosm containing AMF and rhizobia.
Note that incoming pressured air was filtered through a 0.2 μm hydrophobic filter (right
arrow), while water was filtered through a 0.22 μm hydrophilic filter (left arrow).
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Figure S3: Productivity of microcosms by harvests. Total shoot biomass in microcosms
after the first harvest (5.5 months), the second harvest (11 months) and the third harvest (16.5
months). Microcosms contained no plant symbionts (C), only rhizobia (R), only AM fungi
(M) or microcosms contained both symbionts (MR). Bars represent means (n=9; ± sem) and
statistical details are given in Table S3.
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Figure S4: Plant survival. The survival of the plant species by functional group was
determined at the third harvest in microcosms containing no plant symbionts (C), only
rhizobia (R), only AM fungi (M) or both symbionts (MR). Bars represent means (n=9; ± sem)
and statistic details of functional groups are given in Table S1.
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Figure S5: Correspondence between symbiont presence and biomass production. The
correspondence analysis (CCA) was constrained for the variables AM fungi * rhizobia to
quantify their influence on the variation in biomass production of the individual plant species.
Microcosms (“sample scores”) containing no plant symbionts (C), only rhizobia (R), only AM
fungi (M) or both symbionts (MR) are depicted with triangles and the Eigenvectors of the
individual plants species (“species scores”) reported with arrows (color-coded by functional
plant groups): Luzula campestris (Luc), Anthoxanthum odoratum (Ano), Festuca ovina (Feo),
Koeleria macrantha (Kom), Carlina vulgaris (Cav), Senecio jacobaea (Sej), Achillea
millefolium (Acm), Hieracium pilosella (Hip), Plantago lanceolata (Pll), Trifolium repens
(Trr) and Lotus corniculatus (Loc).
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Figure S6: Plant nutrient acquisition by functional groups. P content (a) and mineral N
content (b) in plants (colored by functional group) of the grassland microcosms containing no
plant symbionts (C), only rhizobia (R), only AM fungi (M), both symbionts (MR). The
nutrient content refers to the overall nutrient uptake in the microcosms (sum of the three
harvests). Bars represent means (n=9; ± sem) and letters (colored by functional group)
indicate statistical significance; treatments not sharing a letter differ at P<0.05 (Tukey’s
HSD). Statistic details are reported in Table S1.
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Supplementary Dataset Legends
Supplementary Data 1: Productivity. The text file
“Supplementary_data_1_productivity .txt” contains the raw biomass recordings [in mg] of
each species at each harvest and from each microcosm. The file also contains the biomass of
the combined root systems at the third harvest.
Supplementary Data 2: Plant survival. The text file “Supplementary_data_2_plant_survival
.txt” contains the raw survival recordings [in %] of each species from each microcosm at the
third harvest.
Supplementary Data 3: Nutrients. The text file “Supplementary_data_3_nutrients.txt”
contains the raw P and N measurements [in mg] of plants of each functional group from each
microcosm. The file contains the nutrient measures of the first and second harvests
(combined) and of the third harvest. The file also contains the nutrient analyses of the
combined root systems at the third harvest.
Supplementary Data 4: Seedling establishment. The text file
“Supplementary_data_4_seedling_establishment.txt” comprises the shoot biomass recordings
[in mg] of the planted seedlings in each microcosm.
Supplementary Data 5: R code. The zip file “Supplementary_data_5_R_code.txt” contains
all custom R scripts and functions utilized for the statistical examination of the data and
plotting of the figures.
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Supplementary Table S1: AM fungal colonization levels, hyphal length, root length, occurrence of root nodules, plant diversity, plant P content, plant N content, plant productivity, plant survival of three plant functional groups and the total plant community; and productivity of four legume seedlings and five non-legume seedlings (mean (± se)) in nutrient poor grassland microcosms where the presence and composition of plant symbionts was manipulated. Plant productivity of each plant species is reported in Table S2 1. Microcosms contained no plant symbionts (C), only rhizobia (R), only AM fungi (M), or microcosms contained both symbionts (MR). Variables were untransformed ( §), natural log transformed (∞) or ranked (†) to meet the requirements to perform the analysis. F-values and significance levels for a two-way analysis of variance with rhizobia (R) and AM fungi (M) as separate factors and their interaction term (R*M) are shown (ns not significant, * P < 0.05, ** P < 0.01, *** P < 0.001). #Hyphae in the non-mycorrhizal treatments represent non-mycorrhizal hyphae or dead hyphae that were already present in the soil before starting the experiment.
C R M MR R M R*MVariable Mean (±se) Mean (±se) Mean (±se) Mean (±se) F F FRoot colonization by AM fungi [%]§ 0.00 (0.00) 0.00 (0.00) 71.78 (3.10) 83.00 (1.77) 9,882 **
Hyphal length [m g soil-1]#† 0.25 (0.05) 0.37 (0.08) 18.67 (1.12) 16.52 (0.93) 0.017 ns 110.356 *** 4.579 *
Root length [m g soil-1]† 0.55 (0.06) 0.48 (0.04) 0.28 (0.01) 0.25 (0.01) 2.348 ns 77.871 *** 0.355 ns
Root nodules Absent Present Absent Present
Plant productivity 1 [g]Total including roots∞ 21.71 (1.58) 19.40 (0.98) 19.69 (0.48) 22.21 (0.98) 0.011 ns 0.311 ns 4.786 *
Grasses (Shoots)† 12.15 (0.50) 11.51 (0.61) 1.59 (0.21) 1.32 (0.08) 0.738 ns 98.801 *** 0.094 ns
Herbs (Shoots)† 0.13 (0.01) 0.12 (0.00) 7.76 (0.25) 7.96 (0.28) 0.099 ns 103.425 *** 2.270 ns
Legumes (Shoots)† 0.06 (0.00) 0.05 (0.00) 0.78 (0.10) 2.40 (0.21) 7.878 ** 151.017 *** 10.151 **
Roots† 9.37 (1.21) 7.71 (0.53) 9.56 (0.26) 10.53 (0.63) 0.000 ns 7.888 ** 3.206 ns
Plant diversity (H)§ 1.22 (0.05) 1.21 (0.06) 1.35 (0.05) 1.43 (0.06) 0.370 ns 10.829 ** 0.758 ns
Plant survival [%]Total† 35.67 (2.29) 34.47 (2.58) 84.40 (0.93) 85.23 (1.88) 0.133 ns 97.127 *** 0.093 ns
Grasses† 85.25 (2.92) 77.11 (5.09) 89.33 (2.57) 87.64 (2.24) 1.121 ns 3.634 ns 0.307 ns
Herbs† 6.91 (2.67) 7.49 (1.73) 82.73 (2.27) 81.84 (3.12) 0.214 ns 99.722 *** 0.001 ns
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130131132133134135136137138139
Legumes† 8.39 (2.77) 16.67 (3.40) 78.72 (1.47) 88.89 (3.92) 7.527 ** 129.871 *** 0.000 ns
Plant P content [mg]Total including roots§ 11.69 (0.80) 11.39 (0.66) 15.42 (0.54) 16.69 (0.31) 0.641 ns 55.951 *** 1.678 ns
Grasses (Shoots)† 8.38 (0.52) 8.65 (0.62) 1.05 (0.13) 0.90 (0.08) 0.186 ns 99.787 *** 0.973 ns
Herbs (Shoots)† 0.05 (0.00) 0.04 (0.00) 7.29 (0.17) 7.57 (0.23) 0.223 ns 119.181 *** 3.560 ns
Legumes (Shoots)† 0.02 (0.00) 0.02 (0.00) 0.65 (0.09) 1.83 (0.14)25.44
3***
209.168***
4.784*
Roots† 3.25 (0.59) 2.68 (0.14) 6.43 (0.41) 6.40 (0.33) 0.894 ns 48.776 *** 0.565 ns
Plant N content [mg]
Total including roots† 211.79 (5.18) 207.90 (5.38) 211.22 (3.20) 292.49 (8.85)41.48
3***
48.911***
50.247***
Grasses (Shoots)† 167.65 (4.37) 165.02 (5.33) 20.28 (2.33) 18.10 (1.37) 0.237 ns 97.020 *** 0.004 ns
Herbs (Shoots)† 2.35 (0.18) 2.31 (0.13) 99.67 (2.60) 106.20 (2.11) 1.467 ns 106.629 *** 1.966 ns
Legumes (Shoots)† 1.05 (0.06) 1.18 (0.11) 10.42 (1.49) 57.23 (4.90)14.55
7***
159.115***
6.208*
Roots† 40.74 (2.16) 39.39 (1.14) 80.85 (0.96) 110.96 (5.62) 2.033 ns 133.388 *** 10.292 **
Seedling establishment [mg]Non Legumes: (Shoot productivity)Festuca ovina† 8.01 (0.97) 4.46 (1.18) 4.16 (0.64) 3.72 (0.39) 5.344 * 4.624 * 2.898 ns
Koeleria macrantha∞ 5.57 (1.27) 4.29 (1.47) 3.23 (0.52) 2.54 (0.41) 2.053 ns 3.450 ns 0.111 ns
Plantago lanceolata§ 22.77 (2.72) 20.66 (3.07) 30.86 (3.98) 23.90 (2.58) 2.091 ns 3.267 ns 0.597 ns
Senecio jacobaea∞ 4.91 (0.36) 4.32 (0.78) 9.18 (1.48) 7.16 (1.21) 2.213 ns 9.936 ** 0.018 ns
Legumes: (Shoot productivity)
Lotus corniculatus† 7.83 (0.38) 9.96 (0.84) 9.64 (1.12) 57.13 (9.47)25.19
2***
21.640***
4.964*
Trifolium repens† 4.90 (0.54) 5.99 (0.51) 2.46 (0.49) 70.98 (16.8)68.90
2***
0.838ns
37.491***
12
Trifolium arvense† 2.79 (0.34) 2.82 (0.37) 1.50 (0.34) 33.96 (7.29)35.20
5***
1.963ns
36.190***
Trifolium dubium† 3.53 (0.36) 5.13 (0.34) 2.02 (0.37) 76.17 (21.8)94.27
7***
1.030ns
32.690***
Supplementary Table S2: Plant productivity of each plant species (mean (± se)) in nutrient poor grassland microcosms where the presence and composition of plant symbionts was manipulated. Microcosms contained no plant symbionts (C), only rhizobia (R), only AM fungi (M), or microcosms contained both symbionts (MR). Variables were untransformed (§), natural log transformed (∞) or ranked (†) to meet the requirements to perform the analysis. F-values and significance levels for a two-way analysis of variance with rhizobia (R) and AM fungi (M) as separate factors and their interaction term (R*M) are shown (ns not significant, * P < 0.05, ** P < 0.01, *** P < 0.001). Letters report significant differences in pairwise comparisons (Tukey’s HSD) between treatments (treatments differing at P < 0.05 are marked with different letters).
C R M MR R M R*MPlant productivity [mg] mean (±se) mean (±se) mean (±se) mean (±se) F F F
GrassesAnthoxanthum odoratum† 5040.44 (920.46) A 4293.44 (606.79) A 923.33 (227.24) B 739.67 (88.03) B 0.003ns 77.073*** 0.253ns
Festuca ovina† 1875.67 (308.47) A 1669.11 (205.31) A 333.22 (30.36) B 289.89 (34.41) B 0.452ns 98.063*** 0.135ns
Koeleria macrantha† 1334.00 (311.92) A 1183.44 (174.71) A 216.22 (23.69) B 238.00 (8.49) B 1.147ns 31.024*** 0.007ns
Luzula campestris† 3898.56 (649.98) A 4365.33 (945.02) A 113.67 (43.99) B 49.33 (11.28) B 0.133ns 97.245*** 0.182ns
HerbsAchillea millefolium† 8.78 (1.60) A 7.44 (0.65) A 242.44 (22.27) B 224.11 (57.99) B 0.705ns 101.457*** 0.349ns
Carlina vulgaris∞ 45.22 (6.06) AB 33.89 (1.99) B 56.56 (5.50) A 46.11 (5.57) AB 5.265* 6.726* 0.003ns
Hieracium pilosella† 10.44 (1.82) A 12.44 (1.29) A 384.11 (32.09) B 422.11 (47.52) B 1.807ns 102.566*** 0.118ns
Plantago lanceolata† 59.33 (5.43) A 54.67 (4.43) A 6513.00 (264.91) B 6846.67 (359.93) B 0.473ns 102.584*** 1.564ns
Senecio jacobaea† 9.78 (2.75) A 7.67 (1.51) A 559.00 (93.79) B 420.22 (76.09) B 0.919ns 100.359*** 0.345ns
LegumesLotus corniculatus† 38.67 (2.92) A 36.44 (4.12) A 522.56 (58.94) B 1847.44 (217.20) C 5.479* 149.632*** 12.064**
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141142143144145146147
Trifolium repens† 16.56 (1.08) A 17.89 (0.92) A 260.78 (53.23) B 553.56 (36.13) C 9.266** 134.628*** 3.079ns
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Supplementary Table S3: Statistics (F-ratios, degrees of freedom and significance level) of repeated measures analysis of variance for the effects of Block (B), AM fungi (M), Rhizobia (R), Harvest (H), the AM fungi × Harvest interaction term (M x H), the Rhizobia × Harvest interaction term (R × H) and the AMF × Rhizobia × Harvest interaction term (M × R × H) for shoot biomass data of Anthoxanthum odoratum (Ao), Luzula campestris (Lu) Festuca ovina (Fo), Koeleria macrantha (Km), Lotus corniculatus (Lc), Trifolium repens (Tr), Hieracium pilosella (Hp), Plantago lanceolata (Pl), Achillea millefolium (Am), Senecio jacobaea (Sj) and Carlina vulgaris (Cv) and total above ground shoot biomass (Sh). The degrees of freedom are the same for each plant species and only shown for the first plant species (Ao).
Plant species Source of variation Ao Lu Fo Km Lc Tr Hp Pl Am Sj Cv Sh B F8,24=4.9** 1.2ns 0.7ns 1.1ns 1.5ns 1.0ns 1.1ns 0.2ns 1.1ns 1.1ns 0.6ns 1.8ns
M F1,24=71.3*** 148.9*** 51.4*** 33.7*** 1422.0*** 742.5*** 228.7*** 2736*** 230*** 394*** 3.3ns 8.2**
R F1,24=0.0ns 0.47ns 0.4ns 1.7ns 24.0*** 13.3** 0.1ns 0.0ns 0.8ns 3.3ns 4.3* 2.4ns
H F2,64=423.0*** 443.0*** 494.8*** 287.9*** 198.0*** 340.8*** 216.0*** 199.9*** 242.4*** 175.0*** 1731*** 1790***
M × R F1,64=0.2ns 0.2ns 0.0ns 0.2ns 36.0*** 8.5** 0.5 ns 0.2 ns 0.5ns 2.2ns 0.0ns 5.2*
M × H F2,64=265.5*** 105.9*** 171.5*** 83.8*** 79.9*** 101.0*** 12.7*** 373.3*** 16.8ns 15.2*** 1.5ns 230.9***
R × H F2,64=2.8ns 1.6ns 0.6ns 3.3* 2.8ns 30.4*** 1.1 ns 0.7ns 0.3ns 1.4ns 1.1ns 0.4ns
R × M × H F2,64=0.33ns 0.8ns 0.0ns 1.2ns 3.9* 35.6*** 0.4 ns 0.0ns 0.1ns 2.3ns 0.0ns 3.4*
____________________________________________________________________________________________________________________ns, not significant; *, P < 0.05; **, P < 0.01; ***, P < 0.001.
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