| Literature DB >> 35239658 |
Damaris Mwololo1, Daniel Nthiwa2,3, Philip Kitala4, Tequiero Abuom5, Martin Wainaina3, Salome Kairu-Wanyoike6, Johanna F Lindahl3,7,8, Enoch Ontiri3, Salome Bukachi9, Ian Njeru10, Joan Karanja10, Rosemary Sang11, Delia Grace3,12, Bernard Bett3.
Abstract
BACKGROUND: Coxiella burnetii is a widely distributed pathogen, but data on its epidemiology in livestock, and human populations remain scanty, especially in developing countries such as Kenya. We used the One Health approach to estimate the seroprevalance of C. burnetii in cattle, sheep, goats and human populations in Tana River county, and in humans in Garissa county, Kenya. We also identified potential determinants of exposure among these hosts.Entities:
Mesh:
Year: 2022 PMID: 35239658 PMCID: PMC8923444 DOI: 10.1371/journal.pntd.0010214
Source DB: PubMed Journal: PLoS Negl Trop Dis ISSN: 1935-2727
Fig 1Map showing sampling sites.
The base layer of the map used to create this figure was downloaded from https://www.diva-gis.org/gdata.
Results of variables assessed for their association with C. burnetii seropositivity in livestock using univariable mixed-effects logistic regression models.
| Variable | Category | n | % Seroprevalence (95% CI) | Odds Ratio (95% CI) | P-value |
|---|---|---|---|---|---|
| Species | Cattle | 466 | 3.00 (1.65–4.99) | 1.00 (Ref.) | |
| Goats | 1333 | 15.22 (13.34–17.27) | 5.28 (2.80–9.96) | < 0.01 | |
| Sheep | 928 | 14.22 (12.04–16.64) | 5.26 (2.73–10.15) | < 0.01 | |
| Sex | Male | 596 | 6.71 (4.84–9.03) | 1.00 (Ref.) | |
| Female | 2131 | 14.50 (13.03–16.07) | 2.23 (1.54–3.22) | < 0.01 | |
| Age | Calf/kid/lamb | 139 | 2.16 (0.45–6.18) | 1.00 (Ref.) | |
| Weaner | 527 | 3.61 (2.18–5.57) | 1.47 (0.41–5.25) | 0.55 | |
| Adult | 1999 | 16.16 (14.57–17.85) | 7.29 (2.22–23.99) | 0.01 | |
| Location | Bura | 564 | 7.27 (5.27–9.73) | 1.00 (Ref.) | |
| Hola | 2163 | 14.24 (12.79–15.78) | 2.11 (1.12–4.99) | 0.02 | |
| Land use | Pastoral | 551 | 9.61 (7.29–12.39) | 1.00 (Ref.) | |
| Irrigation | 2176 | 13.60 (12.19–15.11) | 1.77 (0.89–3.49) | 0.10 | |
| Herd size | ≤20 | 620 | 14.35 (11.69–17.36) | 1.00 (Ref.) | |
| 21–40 | 419 | 12.89 (9.83–16.79) | 0.9 (0.4–1.9) | 0.78 | |
| >40 | 1688 | 12.20 (10.68–13.86) | 0.8 (0.4–1.4) | 0.41 |
n, number of animals sampled in each category; Ref, reference category; CI, confidence interval.
* The sum in age categories was not equal to the total number (n) of animals sampled (2,727) due to missing data (0.02%).
**Herd size comprised cattle, sheep and goats.
Distribution of the seroprevalence of C. burnetii by livestock species.
| Variable | Category | Cattle | Sheep | Goats | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| n | % Seroprevalence (95% CI) | P-value | n | % Seroprevalence (95% CI) | P-value | n | % Seroprevalence (95% CI) | P-value | ||
| Sex | Male | 125 | 0.80 (0.02–4.38) | 0.12 | 206 | 8.25 (4.88–12.88) | 0.01 | 265 | 8.30 (5.28–12.30) | < 0.01 |
| Female | 341 | 3.81 (2.04–6.43) | 722 | 15.93 (13.33–18.80) | 1068 | 16.95 (14.74–19.33) | ||||
| Age | Calf/kid/lamb | 77 | 1.30 (0.03–7.02) | 0.00 | 25 | 8.00 (0.98–26.03) | < 0.01 | 37 | 0.00 (0.00–9.49) | < 0.01 |
| Weaner | 163 | 0.00 (0.00–2.23) | 155 | 3.87 (1.43–8.23) | 209 | 6.22 (3.35–10.40) | ||||
| Adult | 226 | 5.75 (3.10–9.64) | 741 | 16.73 (14.11–19.62) | 1032 | 18.02 (15.72–20.51) | ||||
| Location | Bura | 245 | 3.67 (1.69–6.86) | 0.61 | 135 | 9.63 (5.23–15.90) | 0.11 | 184 | 10.33 (6.33–15.66) | 0.05 |
| Hola | 221 | 2.26 (0.74–5.20) | 793 | 15.01 (12.59–17.68) | 1149 | 16.01 (13.94–18.26) | ||||
| Land use | Pastoral | 230 | 2.61 (0.96–5.59) | 0.79 | 114 | 14.91 (8.93–22.80) | 0.78 | 207 | 14.49 (10.00–20.04) | 0.83 |
| Irrigation | 236 | 3.39 (1.47–6.57) | 814 | 14.13 (11.81–16.71) | 1126 | 15.36 (13.31–17.60) | ||||
| Herd/flock size | ≤20 | 39 | 2.56 (0.00–13.48) | 0.88 | 141 | 8.51 (4.48–14.39) | 0.10 | 440 | 17.27 (13.86–21.13) | 0.33 |
| 21–40 | 87 | 2.30(0.03–8.06) | 145 | 16.55 (10.90–23.62) | 187 | 14.97 (10.19–20.91) | ||||
| >40 | 340 | 3.24 (1.63–5.71) | 642 | 14.95 (12.28–17.95) | 706 | 14.02 (11.55–16.81) | ||||
n, total number of animals sampled in each category; CI, confidence interval.
* The total number of sheep (921) and goats (1278) under the age categories were not equal to their respective sampled numbers due to missing data.
** The total number of cattle, sheep and goats sampled were 466, 928 and 1333 respectively.
Results showing the seroprevalence estimates of C. burnetii in humans based on analysis performed using combined data for all animals from both counties and subset data from Tana River county.
| Variable | Category | Combined data from both counties | Tana River county | ||||
|---|---|---|---|---|---|---|---|
| n | % Seroprevalence (95% CI) | P-value | n | % Seroprevalence (95% CI) | P-value | ||
| Gender | Male | 382 | 28.27 (23.81–33.08) | 0.03 | 180 | 26.11 (19.86–33.17) | 0.74 |
| Female | 590 | 22.03 (18.75–25.60) | 303 | 24.75 (20.00–30.01) | |||
| Occupation | Pastoralist | 246 | 26.42 (21.02–32.40) | 0.32 | 145 | 26.90 (19.88–34.89) | 0.53 |
| Mixed crop-livestock farmer | 170 | 25.29 (18.95–32.52) | 35 | 17.14 (6.56–33.65) | |||
| Student | 114 | 29.82 (21.62–39.11) | 29 | 31.03 (15.28–50.83) | |||
| Other | 73 | 17.81 (9.93–28.53) | 50 | 22.00 (11.53–35.96) | |||
| Age | ≤17 | 339 | 27.14 (22.48–32.21) | 0.30 | 177 | 27.68 (21.24–34.90) | 0.41 |
| 18–40 | 375 | 22.13 (18.03–26.68) | 191 | 22.00 (16.33–28.54) | |||
| >40 | 258 | 24.42 (19.31–30.13) | 115 | 26.96 (19.11–36.03) | |||
| Location | Ijara | 253 | 18.97 (14.33–24.36) | 0.09 | |||
| Sangailu | 237 | 28.69 (23.02–34.90) | |||||
| Bura | 262 | 24.81 (19.70–30.50) | 262 | 24.81 (19.70–30.50) | 0.83 | ||
| Hola | 222 | 25.68 (20.06–31.95) | 222 | 25.68 (20.06–31.95) | |||
| Own livestock | No | 33 | 30.30 (15.59–48.71) | 0.47 | 14 | 35.71 (12.76–64.86) | 0.36 |
| Yes | 691 | 24.75 (21.57–28.14) | 455 | 24.84 (20.93–29.07) | |||
| Land use | Irrigation | 268 | 26.87 (21.65–32.60) | 0.54 | 8 | 0.00 (0.00–36.94) | 0.25 |
| Pastoralism | 628 | 23.41 (20.15–26.92) | 428 | 25.47 (21.40–29.87) | |||
| Riverine | 74 | 24.32 (15.10–35.69) | 48 | 27.08 (15.28–41.85) | |||
| Source of water | Borehole | 127 | 20.47 (13.83–28.54) | 0.36 | 84 | 15.48 (8.51–25.00) | 0.18 |
| Canal | 231 | 28.14 (22.43–34.41) | 231 | 28.14 (22.44–34.41) | |||
| Dams | 336 | 23.81 (19.36–28.73) | 127 | 24.41 (17.23–32.82) | |||
| Tap | 13 | 30.77 (9.09–61.43) | 12 | 33.33 (9.92–65.11) | |||
| Others e.g., rivers | 17 | 35.29 (14.21–61.57) | 15 | 33.33 (11.82–61.62) | |||
| Family size | ≤5 | 212 | 27.83 (21.91–34.38) | 0.13 | 96 | 19.79 (12.36–29.17) | 0. 13 |
| 6–10 | 497 | 25.35 (21.58–29.42) | 285 | 29.12 (23.91–34.77) | |||
| >10 | 263 | 20.15 (15.48–25.52) | 103 | 19.42 (12.28–28.38) | |||
| Herd exposure | Exposed | 181 | 28.33 (21.88–35.52) | 0.19 | |||
| unexposed | 138 | 21.58 (15.06–29.35) | |||||
n, number of humans tested; CI, confidence interval. Except for location, all the other variables in this table (gender, occupation, age, own livestock, land use, source of water and family size) had missing data. Thus, the totals within their respective categories were not equal to the sampled number of 974 for the combined data or 484 for Tana River county. Herd exposure also had missing data.
*Other occupations included community health workers, businessmen and women, housewives, chiefs, drivers and those employed such as nurses.
Variables found to be associated with C. burnetii seropositivity in livestock using multivariable mixed-effects logistic regression model.
| Variable | Category | Odds Ratio (95% CI) | SE | Z | P-value |
|---|---|---|---|---|---|
| Fixed effects | |||||
| Sex | Male | 1.00 (Ref.) | |||
| Female | 1.65 (1.13–2.42) | 0.19 | 2.60 | 0.01 | |
| Age | Calf/kid/lamb | 1.00 (Ref.) | |||
| Weaner | 1.22 (0.34–4.40) | 0.66 | 0.30 | 0.761 | |
| Adult | 4.88 (1.46–16.29) | 0.62 | 2.57 | 0.01 | |
| Species | Cattle | 1.00 (Ref.) | |||
| Goats | 3.99 (2.10–7.61) | 0.33 | 4.21 | < 0.01 | |
| Sheep | 4.02 (2.06–7.82) | 0.34 | 4.09 | < 0.01 |
Ref., reference category; CI, confidence intervals; SE, standard error.
Log likelihood = -908.50, number of observations = 2665, number of households = 152
The variance for the random effect variable (household ID) was 1.26 (95% CI: 0.87–1.45), SE = 0.68
Variables associated with C. burnetii seroprevalence in humans based on analysis using multivariable mixed-effects logistic regression model.
| Variable | Category | Odds Ratio (95% CI) | SE | Z | P-value |
|---|---|---|---|---|---|
| Fixed effects | |||||
| Gender | Male | 1.00 (Ref.) | |||
| Female | 0.72 (0.53–0.98) | 0.15 | -2.12 | 0.03 | |
| Family size | ≤5 | 1.00 (Ref.) | |||
| 6–10 | 0.88 (0.61–1.29) | 0.19 | -0.64 | 0.52 | |
| >10 | 0.66 (0.42–1.02) | 0.23 | -1.86 | 0.06 |
Ref., reference category; CI, confidence intervals; SE, standard error
Log likelihood = -535.90, number of observations = 970, number of households = 339
The variance for the random effect variable (household ID) was 0.093 (95% CI: 0.00–0.71), SE = 0.18