Spotted Fever Group Rickettsiae in Ticks and Small Mammals from Grassland and Forest Habitats in Central Germany
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Sites, Sample Collection, and DNA Extraction
2.1.1. Study Sites
2.1.2. Tick Collection
2.1.3. Small Mammal Collection
2.2. Real-Time PCR, Conventional PCR and Sequencing
2.3. Statistical Analysis
2.4. Co-Infections of Borrelia spp. and Rickettsia spp. in Ticks and Small Mammals
3. Results
3.1. Rickettsia spp. Detection in Ticks
3.2. Rickettsia spp. Detection in Small Mammals
3.3. Co-Infection with Rickettsia spp. and Borrelia spp. in Ticks and Small Mammals
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Absolute Number of Ticks (Percentage in Each Season) | ||||
---|---|---|---|---|
Tick Species | Spring | Summer | Autumn | Total |
Ixodes ricinus complex 1 | 789 (77.2%) | 203 (19.9%) | 30 (2.9%) | 1022 (100%) |
Dermacentor reticulatus | 37 (39.8%) | 1 (1.1%) | 55 (59.1%) | 93 (100%) |
Total | 826 (74.1%) | 204 (18.3%) | 85 (7.6%) | 1115 (100%) |
Factor | Estimate | Standard Error | Z Value | Probability (>|z|) |
---|---|---|---|---|
Total | ||||
Intercept | −2.64 | 0.66 | −4.03 | 5.67 × 10−05 *** |
D. reticulatus vs. I. ricinus complex | −3.96 | 0.64 | −6.17 | 6.69 × 10−10 *** |
Adult vs. Nymph | −0.63 | 0.27 | −2.33 | 0.02 * |
Ecotone vs. Forest | −0.10 | 0.26 | −0.37 | 0.71 |
Autumn vs. Spring | 4.75 | 0.80 | 5.93 | 3.05 × 10−09 *** |
Autumn vs. Summer | 4.79 | 0.86 | 5.57 | 2.57 × 10−08 *** |
Ixodes ricinus | ||||
Intercept | −1.74 | 0.79 | −2.19 | 0.03 * |
Adult vs. Nymph | −0.79 | 0.27 | −2.79 | 0.01 ** |
Ecotone vs. Forest | −0.15 | 0.28 | −0.53 | 0.59 |
Autumn vs. Spring | −0.18 | 0.77 | −0.24 | 0.81 |
Autumn vs. Summer | 0.23 | 0.78 | 0.29 | 0.77 |
Factor | Estimate | Standard Error | Z Value | Probability (>|z|) |
---|---|---|---|---|
Total | ||||
Intercept | −4.09 | 0.66 | −6.20 | 5.78 × 10−10 *** |
Grassland vs. Forest | 1.83 | 0.40 | 4.56 | 5.22 × 10−06 *** |
Spring vs. summer | 0.55 | 0.34 | 1.62 | 0.11 |
A. agrarius vs. A. flavicollis | 0.00 | 0.46 | 0.01 | 1.00 |
A. agrarius vs. A. sylvaticus | 0.70 | 0.50 | 1.38 | 0.17 |
A. agrarius vs. M. arvalis | 0.44 | 0.53 | 0.83 | 0.41 |
A. agrarius vs. Cl. glareolus | −1.046 | 0.49 | −2.12 | 0.03 * |
Apodemus flavicollis | ||||
Intercept | −17.73 | 223.46 | −0.08 | 0.94 |
Female vs. Male | −0.10 | 0.63 | −0.17 | 0.87 |
Grassland vs. Forest | 16.58 | 223.46 | 0.07 | 0.94 |
Spring vs. Summer | −0.37 | 0.58 | −0.64 | 0.52 |
Clethrionomys glareolus | ||||
Intercept | −1.32 | 1.70 | −0.78 | 0.44 |
Female vs. Male | −0.42 | 1.00 | −0.42 | 0.67 |
Grassland vs. Forest | −0.66 | 1.42 | −0.47 | 0.64 |
Spring vs. Summer | −0.17 | 0.75 | −0.23 | 0.82 |
Microtus arvalis | ||||
Intercept | −5.20 | 1.30 | −3.98 | 6.8 × 10−05 *** |
Female vs. Male | 1.06 | 0.86 | 1.23 | 0.22 |
Grassland vs. Forest | 1.97 | 0.60 | 3.31 | 0.000948 *** |
Spring vs. Summer | 1.28 | 1.09 | 1.18 | 0.24 |
Species No. of Co-Infected Ticks/Total (%) | Year No. of Co-Infected Ticks/Total (%) | Season No. of Co-Infected Ticks/Total (%) | Habitat No. of Co-Infected Ticks/Total (%) | Borrelia spp. | Rickettsia spp. |
---|---|---|---|---|---|
I. ricinus complex 9/1094 (0.8) | 2018 5/565 (0.9) | spring 5/436 (1.1) | ecotone 3/201 (1.5) | B. valaisiana | R. helvetica |
B. afzelii | |||||
Borrelia spp. | |||||
forest 2/235 (0.9) | B. valaisiana | ||||
B. afzelii | |||||
2019 4/529 (0.8) | spring 3/386 (0.8) | ecotone 1/101 (1.0) | Borrelia spp. | ||
forest 2/285 (0.7) | |||||
summer 1/141 (0.7) | forest 1/22 (4.5) |
No. of Co-Infected Animals/Total (%) | Year No. of Co-Infected Animals/Total (%) | Season No. of Co-Infected Animals/Total (%) | Habitat No. of Co-Infected Animals/Total (%) | Species No. of Co-Infected Animals/Total (%) | Borrelia spp. | Rickettsia spp. |
---|---|---|---|---|---|---|
9/1167 (0.8) | 2017 1/290 (0.3) | Summer 1/290 (0.3) | Forest 1/152 (0.7) | A. flavicollis 1/72 (1.4) | Borrelia spp. | Rickettsia spp. |
2018 6/94 (6.4) | Spring 1/23 (4.3) | Grassland 1/12 (8.3) | M. arvalis 1/12 (8.3) | |||
Summer 5/71 (7.0) | Grassland 1/40 (2.5) | M. arvalis 1/33 (3.0) | ||||
Forest 4/31 (12.9) | S. araneus 2/7 (28.6) | |||||
Cl. glareolus 2/12 (16.7) | ||||||
2019 2/783 (0.3) | Summer 2/638 (0.3) | Forest 2/372 (0.5) | Cl. glareolus 1/172 (0.6) | |||
M. arvalis 1/19 (5.3) |
Class | Season | Alpha MLE | Blaker CI (Lower) | Blaker CI (Upper) | p-Value |
---|---|---|---|---|---|
Arachnida (ticks) | Spring | −0.72 | −1.60 | 0.00 | 0.06 |
Summer | −0.54 | −3.62 | 1.39 | 1.00 | |
Autumn | ND 1 | ND 1 | ND 1 | ND 1 | |
Mammalia (Small mammals) | Spring | 0.09 | −3.05 | 2.05 | 1.00 |
Summer | 0.32 | −0.55 | 1.11 | 0.51 |
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Tick Species | No. of Individuals in Ecotone Positive/Total (%) | No. of Individuals in Forest Positive/Total (%) | Total No. of Positive Individuals/Total (%) |
---|---|---|---|
Ixodes ricinus complex 1 | 28/304 (9.2) | 60/714 (8.4) | 88/1018 (8.6) |
Dermacentor reticulatus | 34/74 (45.3) | 3/6 (50.0) | 37/80 (46.3) |
Total | 62/378 (16.4) | 63/720 (8.8) | 125/1098 (11.4) |
Small Mammal Species | No. of Individuals in Grassland Positive/Total (%) | No. of Individuals in Forest Positive/Total (%) | Total No. of Positive Individuals/Total (%) |
---|---|---|---|
Microtus arvalis | 19/377 (5.0) | 7/30 (23.3) | 26/407 (6.4) |
Clethrionomys glareolus | 1/8 (12.5) | 18/270 (6.7) | 19/278 (6.8) |
Apodemus flavicollis | 0/20 (0) | 37/220 (16.8) | 37/240 (15.4) |
Apodemus sylvaticus | 1/28 (3.6) | 19/80 (23.8) | 20/108 (18.5) |
Apodemus agrarius | 1/46 (2.2) | 7/44 (15.9) | 8/90 (8.9) |
Sorex araneus | 0/11 (0) | 2/9 (22.2) | 2/20 (10.0) |
Microtus agrestis | 0/8 (0) | 2/7 (28.6) | 2/15 (13.3) |
Arvicola amphibius | 0/3 (0) | 0/1 (0) | 0/4 (0) |
Sorex minutus | 0/2 (0) | 1/2 (50.0) | 1/4 (25.0) |
Crocidura russula | 0/1 (0) | 0 | 0/1 (0) |
Total | 22/504 (4.4) | 93/663 (14.0) | 115/1167 (9.9) |
Habitat | Host Species | Sex /Life Stage | Rickettsia Species | Study Site 1 | No. of Individuals | Maximal Identity (%) | GenBank ID |
---|---|---|---|---|---|---|---|
ecotone | Ixodes ricinus | F | Rickettsia helvetica | S17 | 1 | 100 | MF163037 |
1 | 99.9 | ||||||
S16 | 1 | 100 | |||||
S7 | 1 | 100 | |||||
S8 | 1 | 99.9 | |||||
S12 | 1 | 100 | |||||
S9 | 1 | 100 | |||||
S5 | 1 | 100 | |||||
M | S16 | 1 | 100 | ||||
S9 | 1 | 100 | |||||
1 | 100 | ||||||
S5 | 1 | 100 | |||||
N | S10 | 1 | 100 | ||||
S9 | 1 | 99.9 | |||||
1 | 100 | ||||||
1 | 99.75 | ||||||
1 | 100 | ||||||
1 | 100 | ||||||
S7 | 1 | 99.9 | |||||
1 | 100 | ||||||
S5 | 2 | 100 | |||||
Dermacentor reticulatus | F | Rickettsia raoultii | S2 | 1 | 99.9 | KU723537 | |
5 | 99.9 | MG811717 | |||||
3 | 100 | ||||||
M | 1 | 99.9 | MF002526 | ||||
forest | I. ricinus | F | R. helvetica | S9 | 1 | 99.8 | MF163037 |
1 | 100 | ||||||
S8 | 1 | 100 | KP866151 | ||||
S3 | 1 | 99.5 | MF163037 | ||||
S14 | 1 | 100 | |||||
M | S9 | 1 | 99.8 | ||||
2 | 100 | ||||||
S3 | 1 | 100 | |||||
N | S14 | 1 | 100 | ||||
1 | 98 | ||||||
S12 | 1 | 99.9 | |||||
1 | 100 | ||||||
S10 | 1 | 99.8 | |||||
S9 | 3 | 99.8 | |||||
15 | 100 | ||||||
S7 | 1 | 100 | |||||
S8 | 3 | 100 | |||||
S5 | 2 | 100 | |||||
S3 | 1 | 99.7 | |||||
9 | 100 | ||||||
1 | 99.9 | ||||||
S15 | 1 | 100 | |||||
S13 | 1 | 100 | |||||
S6 | 1 | 100 | |||||
D. reticulatus | F | R. raoultii | S2 | 1 | 100 | MF002526 | |
M | S3 | 1 | 99.9 | MG811717 | |||
forest | Apodemus flavicollis | na | R. helvetica | S15 | 1 | 100 | MF163037 |
S13 | 1 | 100 |
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Arz, C.; Król, N.; Imholt, C.; Jeske, K.; Rentería-Solís, Z.; Ulrich, R.G.; Jacob, J.; Pfeffer, M.; Obiegala, A. Spotted Fever Group Rickettsiae in Ticks and Small Mammals from Grassland and Forest Habitats in Central Germany. Pathogens 2023, 12, 933. https://doi.org/10.3390/pathogens12070933
Arz C, Król N, Imholt C, Jeske K, Rentería-Solís Z, Ulrich RG, Jacob J, Pfeffer M, Obiegala A. Spotted Fever Group Rickettsiae in Ticks and Small Mammals from Grassland and Forest Habitats in Central Germany. Pathogens. 2023; 12(7):933. https://doi.org/10.3390/pathogens12070933
Chicago/Turabian StyleArz, Charlotte, Nina Król, Christian Imholt, Kathrin Jeske, Zaida Rentería-Solís, Rainer G. Ulrich, Jens Jacob, Martin Pfeffer, and Anna Obiegala. 2023. "Spotted Fever Group Rickettsiae in Ticks and Small Mammals from Grassland and Forest Habitats in Central Germany" Pathogens 12, no. 7: 933. https://doi.org/10.3390/pathogens12070933
APA StyleArz, C., Król, N., Imholt, C., Jeske, K., Rentería-Solís, Z., Ulrich, R. G., Jacob, J., Pfeffer, M., & Obiegala, A. (2023). Spotted Fever Group Rickettsiae in Ticks and Small Mammals from Grassland and Forest Habitats in Central Germany. Pathogens, 12(7), 933. https://doi.org/10.3390/pathogens12070933