| Literature DB >> 28985033 |
Kara M Whitaker1, Regina C Marino1, Jacob L Haapala1, Laurie Foster1, Katy D Smith2, April M Teague2, David R Jacobs1, Patricia L Fontaine3,4, Patricia M McGovern5, Tonya C Schoenfuss6, Lisa Harnack1, David A Fields2, Ellen W Demerath1.
Abstract
OBJECTIVE: The goal of this study was to examine the associations of maternal weight status before, during, and after pregnancy with breast milk C-reactive protein (CRP) and interleukin 6 (IL-6), two bioactive markers of inflammation, measured at 1 and 3 months post partum.Entities:
Mesh:
Substances:
Year: 2017 PMID: 28985033 PMCID: PMC5705414 DOI: 10.1002/oby.22025
Source DB: PubMed Journal: Obesity (Silver Spring) ISSN: 1930-7381 Impact factor: 5.002
Participant characteristics at baseline and one and three months postpartum, stratified by pre-pregnancy body mass index (BMI)
| Pre-pregnancy BMI Category | |||||
|---|---|---|---|---|---|
|
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| Total | Normal | Overweight | Obese | ||
|
| |||||
| Characteristics | N (%) or Mean ± SD | P-value | |||
| Age | 30.9 ± 4.1 | 30.5 ± 3.9 | 32.1 ± 4.2 | 30.2 ± 4.3 | 0.114 |
| Race | 0.870 | ||||
| White | 118 (89.4) | 59 (88.1) | 35 (92.1) | 24 (88.9) | |
| Other | 14 (10.6) | 8 (11.9) | 3 (7.9) | 3 (11.1) | |
| Education | |||||
| High school/GED or | 35 (26.5) | 10 (15.4) | 10 (26.3) | 15 (51.7) | |
| Associates Degree | |||||
| Bachelor’s Degree | 56 (42.4) | 31 (47.7) | 15 (39.5) | 10 (34.5) | |
| Graduate Degree | 41(31.1) | 24 (36.9) | 13 (34.2) | 4 (13.8) | |
| Annual household income | 0.326 | ||||
| < $60,000 | 44 (33.3) | 18 (27.7) | 12 (31.6) | 14 (48.3) | |
| $60,000–$90,000 | 36 (27.3) | 21 (32.3) | 9 (23.7) | 6 (20.7) | |
| >$90,000 | 52 (39.4) | 26 (40.0) | 17 (44.7) | 9 (31.0) | |
| Baseline Parity | 0.918 | ||||
| None | 53 (41.1) | 27 (41.5) | 15 (44.5) | 11 (40.7) | |
| 1 child | 51 (39.5) | 27 (41.5) | 13 (35.1) | 11 (40.7) | |
| ≥2 children | 25 (19.4) | 11 (16.9) | 9 (24.3) | 5 (18.5) | |
| Mode of Delivery | 0.109 | ||||
| Vaginal | 68 (50.8) | 55 (82.1) | 28 (76.3) | 18 (62.1) | |
| Cesarean | 66 (49.3) | 12 (17.9) | 9 (23.7) | 11 (37.9) | |
| Gestational Age at Delivery | 39.8 (1.1) | 40.1 ± 0.9 | 39.1 ± 1.1 | < | |
| Infant Sex | 0.130 | ||||
| Female | 68 (50.8) | 29 (43.3) | 18 (47.4) | 19 (65.5) | |
| Male | 66 (49.3) | 38 (56.7) | 20 (52.6) | 10 (34.5) | |
| Breast milk Volume, ml | |||||
| 1 month | 67.0 ± 39.8 | 66.5 ± 41.9 | 72.9 ± 35.1 | 60.4 ± 40.8 | 0.443 |
| 3 months | 72.1 ± 40.2 | 78.7 ± 44.4 | 65.4 ± 31.8 | 65.4 ± 39.1 | 0.206 |
| Exclusive Breastfeeding at 3 | 58 (93.6) | 33 (94.3) | 24 (85.7) | 0.428 | |
| Months | |||||
| Pre-pregnancy BMI, kg/m2 | 26.1 ± 5.3 | 22.0 ± 1.7 | 27.1 ± 1.4 | 34.3 ± 3.7 | < |
| Gestational weight gain, kg | 13.1 ± 6.8 | 13.4 ± 5.3 | 13.9 ± 6.6 | 11.4 ± 9.5 | 0.279 |
| Institute of Medicine | |||||
| Gestational Weight Gain | |||||
| Guidelines | |||||
| Below | 34 (25.4) | 20 (29.9) | 6 (15.8) | 8 (27.6) | |
| Within | 42 (31.3) | 29 (43.3) | 7 (18.4) | 6 (20.7) | |
| Exceeds | 58 (43.3) | 18 (26.9) | 25 (65.8) | 15 (51.7) | |
| Postpartum weight loss, kg | |||||
| At 1 Month | 8.9 ± 3.6 | 8.5 ± 3.4 | 9.4 ± 3.8 | 9.1 ± 4.0 | 0.465 |
| At 3 Months | 10.1 ± 4.5 | 10.8 ± 4.1 | 10.3 ± 4.8 | 8.3 ± 4.3 | |
P-value testing for differences in participant characteristics by pre-pregnancy BMI category using chi-square, fishers exact test, or one-way ANOVA, as appropriate. Bolded values are statistically significant (p<0.05). Data presented as column percentages. Small variation in sample sizes across covariates due to missing data.
Summary statistics for breast milk inflammatory markers at one and three months postpartum
| Breast milk Inflammatory Markers | 1 Month | 3 Months | P-value |
|---|---|---|---|
| C-reactive Protein, ng/ml | 24.5 (11.2, 67.1) | 18.5 (8.0, 43.9) | |
| Log C-reactive Protein | 3.3 ± 1.2 | 3.0 ± 1.2 | < |
| Interleukin-6, pg/ml | 4.4 (2.0, 12.2) | 2.0 (0.9, 5.2) | < |
| Log Interleukin-6 | 2.0 ± 1.2 | 1.4 ± 0.9 | < |
Data presented as Median (interquartile range) or Mean ± SD.
P-value testing for differences between 1 and 3 month summary statistics using Wilcoxon signed rank sum test for non-transformed data and paired t-tests for log-transformed data, bolded values are statistically significant (p<0.05).
The value of one was added to the raw Interleukin-6 values before log-transformations were performed to avoid negative values on the log scale.
Associations of maternal anthropometrics with log-transformed breast milk C-Reactive Protein at one and three months postpartuma
| Model 1 | Model 2 | Model 3 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
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| Maternal Characteristics | N | β | SE | p-value | N | β | SE | p-value | N | β | SE | p-value |
| Pre-pregnancy body mass index, kg/m2 | 134 | 0.430 | 0.099 | < | 132 | 0.488 | 0.105 | < | – | – | – | – |
| Gestational weight gain, kg | 134 | 0.035 | 0.108 | 0.748 | 132 | 0.026 | 0.110 | 0.816 | 132 | 0.102 | 0.103 | 0.327 |
| Exceeds gestational weight gain guidelines | 134 | 0.682 | 0.205 | 132 | 0.667 | 0.209 | 132 | 0.513 | 0.198 | |||
| Postpartum weight loss at 1 and 3 months, kg | 133 | −0.102 | 0.082 | 0.215 | 132 | −0.117 | 0.082 | 0.157 | 132 | −0.117 | 0.079 | 0.138 |
All continuous independent variables (pre-pregnancy body mass index, gestational weight gain, and postpartum weight loss) were standardized to a mean of 0 and a standard deviation of 1. Bolded values are statistically significant (p<0.05).
Model 1 is the crude model.
Model 2 adjusts for maternal education and gestational age at delivery.
Model 3 adjusts for covariates in Model 2, as well as pre-pregnancy BMI.
Calculated using the 2009 Institute of Medicine gestational weight gain guidelines, based on pre-pregnancy BMI.
Postpartum weight loss was calculated as maternal weight at delivery minus maternal weight at one or three months postpartum, and was entered into the mixed effects models as a time-varying independent variable.
Figure 1Adjusted means of back-transformed C-reactive Protein (CRP) at one and three months postpartum by pre-pregnancy body mass index (BMI) and gestational weight gain (GWG) category
Differences between the mean values for each pre-pregnancy BMI and GWG categories are denoted by different superscript letters (a, b, or c). In the top panel, at one month postpartum, normal weight women who gained weight below/within the guidelines (a) had significantly lower breast milk CRP than all other groups (b). Normal weight women who exceeded GWG guidelines also had significantly lower CRP than women with obesity (c), regardless of gestational weight gain category. In the bottom panel, at three months postpartum, normal weight women who gained weight below/within guidelines (a) had significantly lower CRP than all other groups (b). Women with obesity who experienced excessive weight gain (c) had significantly higher CRP than all other groups (p<0.05 for all).
Associations of maternal anthropometrics with log-transformed breast milk Interleukin-6 at one and three months postpartuma
| Model 1 | Model 2 | Model 3 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
| ||||||||||||
| Maternal Characteristics | N | β | SE | p-value | N | β | SE | p-value | N | β | SE | p-value |
| Pre-pregnancy body mass index, kg/m2 | 134 | 0.073 | 0.103 | 0.480 | 132 | 0.026 | 0.106 | 0.809 | – | – | – | – |
| Gestational weight gain, kg | 134 | 0.056 | 0.105 | 0.593 | 132 | 0.088 | 0.105 | 0.402 | 132 | 0.099 | 0.106 | 0.353 |
| Exceeds gestational weight gain guidelines | 134 | 0.183 | 0.202 | 0.364 | 132 | 0.190 | 0.199 | 0.342 | 132 | 0.180 | 0.202 | 0.373 |
| Postpartum weight loss at 1 and 3 months, kg | 133 | 0.015 | 0.091 | 0.874 | 132 | 0.045 | 0.091 | 0.626 | 132 | 0.045 | 0.092 | 0.625 |
All continuous independent variables (pre-pregnancy body mass index, gestational weight gain, and postpartum weight loss) were standardized to a mean of 0 and a standard deviation of 1. Bolded values are statistically significant (p<0.05).
Model 1 is the crude model.
Model 2 adjusts for maternal education and gestational age at delivery.
Model 3 adjusts for covariates in Model 2, as well as pre-pregnancy BMI.
Calculated using the 2009 Institute of Medicine gestational weight gain guidelines, based on pre-pregnancy BMI.
Postpartum weight loss was calculated as maternal weight at delivery minus maternal weight at one or three months postpartum, and was entered into the mixed effects models as a time-varying independent variable.