| Literature DB >> 28070455 |
Didone Frigerio1, Sonja C Ludwig2, Josef Hemetsberger1, Kurt Kotrschal1, Claudia A F Wascher3.
Abstract
BACKGROUND: Blood parameters such as haematocrit or leucocyte counts are indicators of immune status and health, which can be affected, in a complex way, by exogenous as well as endogenous factors. Additionally, social context is known to be among the most potent stressors in group living individuals, therefore potentially influencing haematological parameters. However, with few exceptions, this potential causal relationship received only moderate scientific attention.Entities:
Keywords: Age; Anser anser; Differential leucocyte count; Greylag geese; Haematocrit; Haematology; Seasonal patterns; Sex; Social status
Year: 2017 PMID: 28070455 PMCID: PMC5215086 DOI: 10.7717/peerj.2792
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
Details about the number of sampled individuals and the number of collected samples per season and category (i.e., sex, social status, rearing condition).
| Season | Nr. of samples | Nr. of sampled individuals | Nr. of sampled individuals by sex | Nr. of samples by sex | Nr. of sampled individuals by rearing condition | Nr. of samples by rear. cond. | Nr of sampled individuals by social status | Nr. of samples by soc. stat. | |||
|---|---|---|---|---|---|---|---|---|---|---|---|
| After Molt | Males | 10 | 10 | Goose-raised | 23 | 23 | Single | 0 | 0 | ||
| Females | 13 | 13 | Hand-raised | 0 | 0 | Paired | 0 | 0 | |||
| Family | 23 | 23 | |||||||||
| Autumn | Males | 37 | 40 | Goose-raised | 37 | 37 | Single | 8 | 8 | ||
| Females | 36 | 42 | Hand-raised | 36 | 45 | Paired | 39 | 48 | |||
| Family | 26 | 26 | |||||||||
| Mating | Males | 40 | 42 | Goose-raised | 39 | 39 | Single | 16 | 18 | ||
| Females | 21 | 22 | Hand-raised | 22 | 25 | Paired | 30 | 31 | |||
| Family | 15 | 15 | |||||||||
Model selection of analyses examining factors affecting (a) haematocrit (HCT), (b) haeterophily to lymphocytes ratio (H/L ratio), (c) leucocyte count and (d) percentage of monocytes.
Individual identity was fitted as a random term. Three subsets of data have been tested: (1) the full-dataset included all 169 samples collected from 105 individuals; subset (2) included data from male–female pair bonded individuals (68 samples from 50 individuals); subset (3) included only data from individuals from which morphological measurements were collected (116 samples from 70 individuals). LogLik, log-likelihood; AICc, second order Akaike’s Information Criterion; ΔAICc, difference between the best model and each other possible model.
| Models | df | LogLik | AIC | ΔAICc |
|---|---|---|---|---|
| Sex, age, raising history, season, season*sex, season*age, season*raising-status | 10 | 242.574 | −463.757 | 0 |
| Pair-bond status, season, season*pair-bond status | 6 | 233.649 | −454.78 | 8.976 |
| Season | 4 | 230.983 | −453.722 | 10.034 |
| Sex, age, raising history | 6 | 219.471 | −426.423 | 37.333 |
| Pair-bond status | 4 | 215.376 | −422.508 | 41.248 |
| Sex, age, raising history, pair-bond status, pair-bond status*sex, pair-bond status*age, pair-bond status*raising status | 8 | 218.177 | −419.454 | 44.302 |
| Null model | 3 | 207.589 | −409.032 | 54.724 |
| Pair-bond status, season, season*pair-bond status | 6 | −196.356 | 405.23 | 0 |
| Sex, age, raising history, season, season*sex, season*age, season*raising-status | 10 | −198.064 | 417.521 | 12.29 |
| Season | 4 | −205.476 | 419.196 | 13.965 |
| Sex, age, raising history | 6 | −207.444 | 427.406 | 22.176 |
| Sex, age, raising history, pair-bond status, pair-bond status*sex, pair-bond status*age, pair-bond status*raising status | 8 | −205.462 | 427.824 | 22.593 |
| Pair-bond status | 4 | −209.898 | 428.04 | 22.81 |
| Null model | 3 | −213.424 | 432.994 | 27.763 |
| Pair-bond status, season, season*pair-bond status | 6 | −1650.015 | 3312.549 | 0 |
| Sex, age, raising history, season, season*sex, season*age, season*raising-status | 10 | −1646.151 | 3313.715 | 1.166 |
| Season | 4 | −1656.422 | 3321.087 | 8.538 |
| Null model | 3 | −1660.982 | 3328.11 | 15.56 |
| Sex, age, raising history | 6 | −1658.534 | 3329.586 | 17.036 |
| Pair-bond status | 4 | −1660.977 | 3330.199 | 17.649 |
| Sex, age, raising history, pair-bond status, pair-bond status*sex, pair-bond status*age, pair-bond status*raising status | 8 | −1657.008 | 3330.917 | 18.367 |
| Sex, age, raising history, season, season*sex, season*age, season*raising-status | 10 | −480.402 | 982.197 | 0 |
| Pair-bond status, season, season*pair-bond status | 6 | −485.006 | 982.531 | 0.334 |
| Season | 4 | −491.375 | 990.995 | 8.797 |
| Sex, age, raising history | 6 | −491.792 | 996.104 | 13.906 |
| Pair-bond status | 4 | −494.597 | 997.439 | 15.241 |
| Null model | 3 | −496.611 | 999.369 | 17.171 |
| Sex, age, raising history, pair-bond status, pair-bond status*sex, pair-bond status*age, pair-bond status*raising status | 8 | −493.017 | 1002.935 | 20.737 |
| Null model | 3 | 90.11 | −173.846 | 0 |
| Pair-bond duration | 4 | 90.84 | −173.046 | 0.8 |
| Parental experience | 4 | 90.276 | −171.918 | 1.928 |
| Parental experience | 4 | −55.067 | 118.769 | 0 |
| Pair-bond duration | 4 | −55.911 | 120.458 | 1.688 |
| Null model | 3 | −58.245 | 122.865 | 4.095 |
| Null model | 3 | −665.648 | 1337.672 | 0 |
| Parental experience | 4 | −665.424 | 1339.484 | 1.812 |
| Pair-bond duration | 4 | −665.49 | 1339.616 | 1.944 |
| Null model | 3 | −191.664 | 389.704 | 0 |
| Pair-bond duration | 4 | −191.02 | 390.676 | 0.972 |
| Parental experience | 4 | −191.293 | 391.222 | 1.518 |
| BSI | 4 | 175.545 | −342.731 | 0 |
| Null model | 3 | 146.71 | −278.206 | 55.525 |
| BSI | 4 | −146.399 | 301.158 | 0 |
| Null model | 3 | −148.494 | 303.203 | 2.045 |
| Null model | 3 | −1142.87 | 2291.954 | 0 |
| BSI | 4 | −1142.073 | 2292.506 | 0.552 |
| BSI | 4 | −345.286 | 698.932 | 0 |
| Null model | 3 | −349.29 | 704.794 | 5.862 |
Results of the full statistical models.
Models for each response variable of all three data subsets (1 = full dataset, 2 = paired individuals, 3 = body measures) are presented. Factors in bold are significant (p ≤ 0.05).
| Response variable | Estimate ± SE | |||
|---|---|---|---|---|
| (1) Haematocrit | ||||
| Raising history | −0.078 ± 0.049 | −1.574 | 0.118 | |
| Sex | 0.021 ± 0.032 | 0.669 | 0.504 | |
| Age | 0 ± 0 | 3.815 | <0.001 | |
| Season | 0.656 ± 0.011 | 5.715 | <0.001 | |
| Season*raising history | 0.03 ± 0.019 | 1.564 | 0.123 | |
| Season*sex | −0.02 ± 0.014 | −1.425 | 0.159 | |
| (1) H/L ratio | ||||
| Pair-bond status | 1.245 ± 0.346 | 3.588 | <0.001 | |
| (1) Leucocytes | ||||
| Season | −0.555 ± 0.418 | 1.32 | 0.186 | |
| Sex | 0.087 ± 0.253 | 0.339 | 0.734 | |
| Age | 0.687 ± 0.409 | 1.644 | 0.1 | |
| Season*raising history | −0.689 ± 0.372 | 1.812 | 0.069 | |
| Season*sex | −0.161 ± 0.252 | 0.623 | 0.532 | |
| Season*age | −0.691 ± 0.416 | 1.624 | 0.104 | |
| (1) Monocytes | ||||
| Raising history | −0.645 ± 0.375 | 1.698 | 0.089 | |
| Sex | 0.053 ± 0.249 | 0.212 | 0.831 | |
| Age | 0.516 ± 0.405 | 1.247 | 0.212 | |
| Season | 0.374 ± 0.154 | 2.369 | 0.017 | |
| Pair-bond status | 0.319 ± 0.29 | 1.085 | 0.277 | |
| Season*raising history | 0.471 ± 0.362 | 1.276 | 0.201 | |
| Season*sex | −0.014 ± 0.246 | 0.056 | 0.955 | |
| Season*age | −0.807 ± 0.41 | 1.924 | 0.054 | |
| Season*pair-bond status | −0.004 ± 0.261 | 0.016 | 0.986 | |
| (2) H/L ratio | ||||
| (3) HCT | ||||
| (3) H/L ratio | ||||
| (3) Monocytes | ||||
Figure 1Haematocrit in relation to season and pair-bond status.
Gray circles represent individuals with offspring (i.e., family); black circles represent paired individuals without offspring; plain circles represent unpaired individuals. Circles indicate median, error bars represent interquartile ranges (lower: 25th and upper: 75th percentile).
Figure 2Heterophil to lymphocyte (H/L) ratio in relation to individuals’ reproductive success.
Circles indicate median, error bars represent interquartile ranges (lower: 25th and upper: 75th percentile).