mec13187-sup-0001

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1
Supplemental Material
2
3
Methods
4
Field Sampling
5
Both collection sites (Supplemental Table 1) were characterized by a patchwork of successional
6
grassland and young forest. Two 50x50m grids were established in forested and open, grassy
7
habitats at each site. Sixty Sherman live traps (3x3.5x9 in, H.B. Sherman Traps, Tallahassee FL,
8
USA) were placed in each grid for a total of 120 traps per site and sampled for three consecutive
9
days. Traps were baited each evening before dusk with millet seeds, puffed corn peanut butter
10
snack (Bamba ©) and cotton batting, and were checked early the next morning.
11
12
Sequencing Bioinformatics
13
One run was performed with all tick samples in one flowcell partition and blood samples in
14
another (Supplemental Table 5). Therefore any comparisons between ticks and blood are also
15
comparing between libraries.
16
17
Samples that underwent PCR on 14 November 2012 contained significantly higher amounts of
18
Bartonella than other all other samples, indicative of contamination and were removed. Samples
19
with fewer than 500 sequences were also excluded. These are described in Supplemental Table 6.
20
OTUs were removed if they were not significantly higher in samples compared to negative
21
controls, if they were matched to Eukaryotic taxa, or if there was no taxa match (Supplemental
22
Table 5). The remaining OTUs were re-ranked in order of abundance, weighted by how many
23
sequences came from each sample type due to uneven sample sizes. The original OTU numbers
24
are given in Supplemental Table 2.
25
26
All data on the samples can be found in the materials uploaded to Dryad. The following OTUs
27
are not included in the SRA submission only, due to the quality of their representative sequence
28
not meeting the standards for GenBank: 21, 28, 45, 56, 60, 67, 74, 88, 93, 99, 103, 108, 110, 111.
29
30
Results
31
Bacterial richness and diversity
32
Host blood had significantly lower bacterial OTU richness than either tick species (zDv=5.53, zIs=
33
2.26, p < 0.001 both) but there was not a significant difference between tick species. D.
34
variabilis had a higher Shannon Diversity Index than host blood (z = 3.33, p = 0.029) but there
35
was not a significant difference between I. scapularis and the other sample types. D. variabilis
36
had higher evenness than host blood (z =2.07, p < 0.001) but was not different from I. scapularis
37
(Supplemental Table 4).
38
39
We predicted that nymphs would have higher bacterial diversity than larvae, which are expected
40
to only be infected with vertically-transmitted bacteria or with bacteria acquired from the
41
environment. We predicted that more highly engorged ticks would have higher bacterial
42
diversity due to the higher volume of blood. There was a significant difference in OTU richness
43
and diversity between larvae and nymphs. However, in both tick species larvae had higher OTU
44
richness (z = -2.24, p = 0.025) than nymphs, opposite of what was predicted. There were no
45
significant differences in Shannon Diversity Index or Evenness between tick life stages. There
46
was a significant difference between tick engorgement levels with more highly-engorged ticks
47
having lower richness (z = -2.22, p = 0.026), also opposite of our predictions.
48
49
References
50
Gotelli, N. J. 2000. Null model analysis of species co-occurrence patterns. Ecology 81:2606-
51
2621.
52
53
54
Figures
a
b
55
56
Supplemental Figure 1. NMDS plot for D. variabilis (a) and I. scapularis (b) labeled by life
57
stage (larva or nymph) and engorgement level (0, 0.5, 1). Ellipses drawn one standard deviation
58
from the centroid of each group using the function ordiellipse (solid lines = life stages, dashed
59
lines = engorgement levels).
60
61
62
63
64
Supplemental Figure 2. Proportion of rarefied sequences from each of the top 5 OTUs in each
65
tick species, life stage, and engorgement level. The genus match for each OTU cluster is given
66
with OTU number in ( ). Bartonella sequences were found in all of these categories.
67
68
69
Supplemental Figure 3. Regression between the total rarefied sequences from Bartonella of a
70
host sample and the total Bartonella sequences from all ticks collected from that host. The
71
regression was non-significant (t = 0.240, p = 0.812).
72
73
Tables
74
Supplemental Table 1. Locations of the two sites where rodents and ticks were collected.
Site
Location
1 S. Snow Road, Bloomington IN
2 W. Popcorn Rd, Springville IN
Latitude
39 0 22.6 N
39 0 13.01 N
Longitude
86 39 6.74 W
86 35 18.25 W
75
76
77
Supplemental Table 2. The 118 OTUs used in the microbiome analysis with total rarefied
78
sequences and proportion of each in the three sample types. The taxonomic matches for each
79
OTU to species (if possible) are presented. The Percent Identity of the consensus sequence for
80
each OTU is also given to describe the match to the sequence in the SILVA database, with most
81
being above 97%.
82
83
Supplemental Table 3. Taxonomic matches of OTUs removed from analysis. OTUs were
84
removed due to being higher or no different from abundance in negative controls, being matched
85
to Eukaryotic taxa or having no match found.
86
87
Supplemental Table 4. Mean Richness, Shannon Diversity Index, Evenness, and number of
88
Bartonella sequences (± SE) for all sample types (from rarefied data).
OTU Richness
Shannon Diversity
OTU Evenness
Bartonella Sequences
Host blood
5.98 ± 0.70
0.11 ± 0.04
0.05 ± 0.01
4.89.33 ± 4.84
D. variabilis
12.45 ± 1.07
0.55 ± 0.06
0.22 ± 0.02
4.16 ± 0.69
I. scapularis
9.47 ± 2.52
0.20 ± 0.07
0.08 ± 0.02
2.84 ± 1.14
89
90
91
Supplemental Table 5. Proportion of rarefied sequences of each OTU from each individual
92
sample. This table also included select metadata for each sample (“SampleID”), including the
93
sequencing library associated with each sample (“Library”); one for ticks and one for host blood
94
samples. The host from which each tick or blood sample was collected is “Rodent ID” while
95
“HostID_Date” included the collection date as well as host ID due to some hosts being captured
96
more than once.
97
98
99
100
101
102
103
104
Supplemental Table 6. Tick and blood samples that were removed from analyses.
Sample
15
69
71
72
73
97
190
198
199
202
203
207
215
216
219
250
273
283
286
301
303
356
358
361
362
367
378
380
385
388
389
395
402
433
455
530
550
607
648
650
Library
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
tick
SampleType
IS
DV
DV
IS
DV
DV
DV
DV
IS
IS
DV
DV
DV
IS
DV
DV
DV
DV
DV
IS
DV
DV
DV
DV
DV
IS
IS
DV
DV
DV
IS
DV
DV
DV
DV
DV
DV
IS
IS
DV
PrimerName
XLR_534R_v2bBar23L
XLR_534R_v2bBar174L
XLR_534R_v2bBar602L
XLR_534R_v2bBar212L
XLR_534R_v2bBar25L
XLR_534R_v2bBar600L
XLR_534R_v2bBar144L
XLR_534R_v2bBar48L
XLR_534R_v2bBar166L
XLR_534R_v2bBar613L
XLR_534R_v2bBar560L
XLR_534R_v2bBar741L
XLR_534R_v2bBar441L
XLR_534R_v2bBar1174L
XLR_534R_v2bBar209L
XLR_534R_v2bBar298L
XLR_534R_v2bBar146L
XLR_534R_v2bBar554L
XLR_534R_v2bBar646L
XLR_534R_v2bBar481L
XLR_534R_v2bBar419L
XLR_534R_v2bBar1379L
XLR_534R_v2bBar208L
XLR_534R_v2bBar1267L
XLR_534R_v2bBar637L
XLR_534R_v2bBar435L
XLR_534R_v2bBar1202L
XLR_534R_v2bBar413L
XLR_534R_v2bBar289L
XLR_534R_v2bBar433L
XLR_534R_v2bBar121L
XLR_534R_v2bBar669L
XLR_534R_v2bBar49L
XLR_534R_v2bBar161L
XLR_534R_v2bBar233L
XLR_534R_v2bBar1225L
XLR_534R_v2bBar693L
XLR_534R_MID55
XLR_534R_MID74
XLR_534R_MID75
Why Removed
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Possible contamination
Possible contamination
Possible contamination
Possible contamination
Possible contamination
Possible contamination
Possible contamination
Possible contamination
Possible contamination
Possible contamination
Possible contamination
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
664
530_5.11
533_5.12
534_5.12
534_5.25
535_5.12
536_5.19
536_6.12
538_5.19
538_5.31
539_6.10
539_7.05
539_9.28
542_5.25
545_5.25
545_6.07
547_5.25
549_5.26
549_6.07
549_6.30
549_9.21
550_5.26
550_6.07
553_5.26
554_5.27
555_5.27
559_7.05
563_6.02
564_6.02
566_6.29
566_9.20
567_6.07
569_6.08
570A_6.29
570B_6.29
573_6.12
573_7.05
576_6.29
578_6.29
579_6.30
580_7.01
581_7.06
587_9.21
tick
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
IS
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
blood
XLR_534R_MID79
XLR_534R_v2bBar8L
XLR_534R_v2bBar1173L
XLR_534R_v2bBar602L
XLR_534R_v2bBar212L
XLR_534R_v2bBar599L
XLR_534R_v2bBar25L
XLR_534R_v2bBar622L
XLR_534R_v2bBar600L
XLR_534R_v2bBar559L
XLR_534R_v2bBar144L
XLR_534R_v2bBar575L
XLR_534R_v2bBar48L
XLR_534R_v2bBar580L
XLR_534R_v2bBar31L
XLR_534R_v2bBar551L
XLR_534R_v2bBar184L
XLR_534R_v2bBar228L
XLR_534R_v2bBar1273L
XLR_534R_v2bBar441L
XLR_534R_v2bBar1174L
XLR_534R_v2bBar78L
XLR_534R_v2bBar555L
XLR_534R_v2bBar364L
XLR_534R_v2bBar393L
XLR_534R_v2bBar1196L
XLR_534R_v2bBar481L
XLR_534R_v2bBar1031L
XLR_534R_v2bBar76L
XLR_534R_v2bBar141L
XLR_534R_v2bBar119L
XLR_534R_v2bBar99L
XLR_534R_v2bBar1225L
XLR_534R_v2bBar637L
XLR_534R_v2bBar1202L
XLR_534R_v2bBar433L
XLR_534R_v2bBar121L
XLR_534R_v2bBar731L
XLR_534R_v2bBar438L
XLR_534R_v2bBar693L
XLR_534R_v2bBar672L
XLR_534R_v2bBar355L
XLR_534R_MID35
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
588_9.22
589_9.22
590_9.27
594_9.27
596_9.29
NC H2O
NC H2O
NC_H2O
NC_H2O
NC1
NC1
NC10
NC10
NC11
NC12
NC2
NC2
NC3
NC3
NC4
NC4
NC5
NC5
NC5
NC6
NC6
NC7
NC7
NC8
NC8
NC9
NC9
NCH2O
105
blood
blood
blood
blood
blood
tick
tick
blood
blood
tick
blood
blood
tick
tick
tick
blood
tick
blood
tick
blood
tick
tick
blood
tick
blood
tick
blood
tick
blood
tick
blood
tick
blood
blood
blood
blood
blood
blood
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
NC
XLR_534R_MID36
XLR_534R_MID37
XLR_534R_MID39
XLR_534R_MID43
XLR_534R_MID45
XLR_534R_v2bBar807L
IU30Aug2010-MID14
XLR_534R_v2bBar208L
XLR_534R_v2bBar1164L
XLR_534R_v2bBar31L
XLR_534R_v2bBar1149L
XLR_534R_MID48
XLR_534R_MID56
XLR_534R_MID68
IU30Aug2010-MID13
XLR_534R_v2bBar807L
XLR_534R_v2bBar228L
XLR_534R_v2bBar207L
XLR_534R_v2bBar207L
XLR_534R_v2bBar1379L
XLR_534R_v2bBar119L
XLR_534R_v2bBar1156L
XLR_534R_v2bBar281L
XLR_534R_v2bBar1156L
XLR_534R_v2bBar350L
XLR_534R_v2bBar364L
XLR_534R_v2bBar628L
XLR_534R_v2bBar99L
XLR_534R_MID38
XLR_534R_v2bBar162L
XLR_534R_MID47
XLR_534R_MID44
XLR_534R_MID49
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Insufficient sequences
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Possible contamination
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
Negative Control
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