| Literature DB >> 24958780 |
Phillip T Burch1, Eric Gerstenberger2, Chitra Ravishankar3, David A Hehir4, Ryan R Davies5, Steven D Colan6, Lynn A Sleeper2, Jane W Newburger6, Martha L Clabby7, Ismee A Williams8, Jennifer S Li9, Karen Uzark10, David S Cooper11, Linda M Lambert1, Victoria L Pemberton12, Nancy A Pike13, Jeffrey B Anderson11, Carolyn Dunbar-Masterson6, Svetlana Khaikin7, Sinai C Zyblewski14, L LuAnn Minich15.
Abstract
BACKGROUND: We sought to characterize growth between birth and age 3 years in infants with hypoplastic left heart syndrome who underwent the Norwood procedure. METHODS ANDEntities:
Keywords: growth; hypoplastic left heart syndrome; pediatrics; risk factors
Mesh:
Year: 2014 PMID: 24958780 PMCID: PMC4309036 DOI: 10.1161/JAHA.114.000079
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Candidate Predictors Considered in Models Predicting Change in Weight‐for‐Age z Score for the Designated Time Periods
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| General |
| Center |
| Socioeconomic Status (SES) and Hollingshead scores |
| Percentage of residents below federal poverty level |
| Medical insurance |
| Gender |
| Race/ethnicity |
| Anatomy subtype |
| Aortic atresia |
| Obstructed pulmonary return |
| Gestational age |
| Birth weight |
| Birth weight <2500 g |
| Multiple birth |
| Ever diagnosed with an identifiable genetic syndrome |
| Ever diagnosed with any genetic abnormalities |
| Pre‐Norwood |
| Number of interventional catheterizations |
| Number/types of cardiac surgeries |
| Number/types of non‐cardiac surgeries |
| Number of surgeries |
| Cardiopulmonary bypass time |
| Number of complications |
| Enteral feedings before Norwood |
| During Norwood hospitalization |
| Number/types of procedures performed concurrently |
| Number of interventional catheterizations |
| Number/types of cardiac surgeries |
| Number of non‐cardiac surgeries |
| Number of complications |
| Length of hospital stay |
| Ventilator duration |
| Total bypass support time |
| Cross‐clamp time |
| Regional perfusion time |
| Circulatory arrest time |
| Extracorporeal membrane oxygenation during Norwood procedure or hospitalization |
| At Norwood discharge |
| Oxygen saturation |
| Feeding method |
| Feeding type |
| Caloric density |
| Weight monitoring program |
| Oxygen monitoring program |
| Number of serious adverse events through discharge |
| Baseline echocardiogram |
| Right ventricular area change |
| Right ventricular ejection fraction |
| Neoaortic valve regurgitation |
| Tricuspid valve regurgitation |
Figure 1.A, Flow diagram showing the study sample used for the growth analysis from birth to age 3 years (without intermediate time points). B, Flow diagram showing the study sample used for the growth analysis for birth weight to each of the first 2 time periods: (1) Birth to Norwood discharge; (2) Norwood discharge to pre‐stage II. C, Flow diagram showing the study sample used for the growth analysis for pre‐stage II and the last 2 time periods: (1) Pre‐stage II to age 14 months, (2) Age 14 months to age 3 years. SVR indicates Single Ventricle Reconstruction.
Main Effects Multivariable Model for Change in Weight‐for‐Age z Score From Birth to 3 Years (n=310, Adjusted R2=0.41)
| Variable | Estimate | Standard Error | Reliability (%) | |
|---|---|---|---|---|
| Birth weight, kg | −1.654 | 0.116 | <0.001 | 98 |
| Tricuspid valve regurgitation at 14 month echo | 0.01 | 70 | ||
| ≥Moderate | −0.421 | 0.148 | ||
| <Moderate | Reference | |||
| Number of concurrent procedures at stage II procedure | −0.151 | 0.065 | 0.021 | 59 |
| Length of stay for Norwood (ln days) | −0.261 | 0.091 | 0.005 | 54 |
Main Effects Multivariable Model for Change in Weight‐for‐Age z Score From 14 Months to 3 Years (n=268, Adjusted R2=0.06)
| Variable | Estimate | Standard Error | Reliability (%) | |
|---|---|---|---|---|
| Feeding method before stage II procedure | 0.006 | 77 | ||
| 1. G/GJ tube | −0.153 | 0.171 | ||
| 2. NJ/NG tube | 0.597 | 0.216 | ||
| 3. Combination | −0.148 | 0.131 | ||
| 4. Other | −1.622 | 0.85 | ||
| 5. Oral | Reference | |||
| Obstructed pulmonary venous return | 0.008 | 54 | ||
| Yes | 1.020 | 0.383 | ||
| No | Reference |
G/GJ indicates gastric/gastojejunal; NJ/NG, nasogastric/nasojejunal.
Figure 2.Graph demonstrating weight‐for‐age z score over all time periods and length‐for‐age z score at birth and age 3 years. Each mean is based on all data available at the respective time point, ranging from N=485 at birth to N=268 at age 3 years. The error bars represent one standard deviation. LAZ indicates length/height‐for‐age z score; WAZ, weight‐for‐age z score.
Changes in Weight‐for‐Age z Scores for Each Time Period
| Time Period | Time Between Measurements | Change in Weight‐for‐Age | |||
|---|---|---|---|---|---|
| All Subjects | MBTS | RVPAS | |||
| Birth to Norwood discharge (days) | 32.5±26.4 (424) | −1.40±0.80 (424) | −1.44±0.84(210) | −1.36±0.76(214) | 0.32 |
| Norwood discharge to pre‐stage II (months) | 3.7±1.6 (348) | −0.08±1.09 (348) | −0.29±1.06(153) | 0.08±1.09(195) | 0.002 |
| Pre‐stage II to 14 (months) | 9.5±3.2 (291) | 1.00±0.97(291) | 1.12±0.92(129) | 0.91±1.00(162) | 0.06 |
| Age 14 months to 3 years (months) | 20.1±4.0 (268) | 0.20±0.87(268) | 0.27±0.82(123) | 0.13±0.91(145) | 0.20 |
| Birth to 3 years (years) | 2.8±0.2 (310) | −0.25±1.28(310) | −0.36±1.27(144) | −0.16±1.29(166) | 0.18 |
MBTS indicates modified Blalock‐Taussig shunt; RVPAS, right ventricle‐to‐pulmonary artery shunt.
Each mean was based on data available at the respective time point (Figures 1A through 1C).
The P‐value used to compare shunts was derived from a two‐sample t test.
Main Effects Multivariable Model for Change in Length‐for‐Age z Score From Birth to 3 Years (n=294, Adjusted R2=0.27)
| Variable | Estimate | Standard Error | Reliability (%) | |
|---|---|---|---|---|
| Birth weight, kg | −1.478 | 0.18 | <0.001 | 84 |
| Total support time (Norwood) | <0.001 | 68 | ||
| ≤107 minutes | 0.819 | 0.328 | ||
| 108 to 139 minutes | −0.273 | 0.309 | ||
| 140 to 170 minutes | −0.107 | 0.283 | ||
| >170 minutes | Reference | |||
| Total cross clamp time (Norwood) | 0.002 | 65 | ||
| ≤40 minutes | −0.431 | 0.330 | ||
| 41 to 53 minutes | 0.489 | 0.305 | ||
| 54 to 67 minutes | 0.249 | 0.302 | ||
| >67 minutes | Reference | |||
| Number of interventional cardiac procedures from 14 months to 3 years | 0.001 | 61 | ||
| 0 | Reference | |||
| 1 | 0.023 | 0.231 | ||
| 2 | −1.793 | 0.527 | ||
| 3+ | 1.128 | 0.547 | ||
| Right ventricular ejection fraction at pre‐stage II echo | 0.007 | 55 | ||
| ≤38.9% | 0.207 | 0.291 | ||
| 39.0% to 43.6% | 0.011 | 0.291 | ||
| 43.7% to 49.2% | 0.360 | 0.285 | ||
| >49.2% | Reference | |||
| Unknown/missing | 0.868 | 0.274 |
Main Effects Multivariable Model for Change in Weight‐for‐Age z Score From Birth to Norwood Discharge (n=417, Adjusted R2=0.33)
| Variable | Estimate | Standard Error | Reliability (%) | |
|---|---|---|---|---|
| Gender | <0.001 | 96 | ||
| Female | 0.302 | 0.068 | ||
| Male | Reference | |||
| Birth weight, kg | −0.340 | 0.067 | <0.001 | 73 |
| Length of hospital stay for Norwood procedure | <0.001 | 72 | ||
| ≤16 days | 0.846 | 0.118 | ||
| 17 to 24 days | 0.474 | 0.114 | ||
| 25 to 40 days | 0.160 | 0.105 | ||
| >40 days | Reference | |||
| Days on ventilator after Norwood procedure | 0.04 | 72 | ||
| ≤5 days or less | 0.209 | 0.118 | ||
| 6 to 7 days | −0.024 | 0.119 | ||
| 8 to 12 days | 0.017 | 0.117 | ||
| >12 days | Reference | |||
| Total bypass support time during Norwood procedure | 0.03 | 68 | ||
| ≤107 minutes | 0.014 | 0.096 | ||
| 108 to 139 minutes | 0.057 | 0.096 | ||
| 140 to 170 minutes | 0.251 | 0.097 | ||
| >170 minutes | Reference | |||
| Pre‐Norwood enteral feeding | ||||
| No | 0.276 | 0.108 | 0.01 | 53 |
| Yes | Reference |
Main Effects Multivariable Model for Interstage Change in Weight‐for‐Age z Score From Norwood Discharge to Pre‐Stage II (n=345, Adjusted R2=0.21)
| Variable | Estimate | Standard Error | Reliability (%) | |
|---|---|---|---|---|
| Birth weight, kg | −0.716 | 0.111 | <0.001 | 78 |
| SES score | 0.035 | 0.011 | 0.001 | 74 |
| Pre‐Norwood enteral feeding | <0.001 | 72 | ||
| No | −0.701 | 0.176 | ||
| Yes | Reference | |||
| Number of complications from Norwood discharge to pre‐stage II | −0.105 | 0.036 | 0.004 | 70 |
| Shunt (non‐intention to treat) | 0.009 | 70 | ||
| MBTS | −0.282 | 0.107 | ||
| RVPAS | Reference | |||
| Feeding method pre‐stage II | <0.001 | 59 | ||
| G/GJ tube | 0.665 | 0.175 | ||
| NJ/NG tube | 0.028 | 0.239 | ||
| Combination | 0.104 | 0.141 | ||
| Other | −0.747 | 0.355 | ||
| Oral | Reference |
G/GJ indicates gastric/gastojejunal; MBTS, modified Blalock Taussig shunt; NJ/NG, nasogastric/nasojejunal; RVPAS, right ventricular to pulmonary artery shunt.
SES score was assigned using a US census‐based score derived from 6 measures related to income, housing, and occupation‐related features of the subject's census block tract at the time of randomization.
Main Effects Multivariable Model for Change in Weight‐for‐Age z Score From Pre‐Stage II and 14 Months (n=290, Adjusted R2=0.09)
| Variable | Estimate | Standard Error | Reliability (%) | |
|---|---|---|---|---|
| Norwood length of stay | 0.02 | 60 | ||
| ≤16 days | −0.352 | 0.165 | ||
| 17 to 24 days | −0.371 | 0.153 | ||
| 25 to 40 days | −0.476 | 0.157 | ||
| >40 days | Reference | |||
| Number of complications between Norwood discharge and stage II procedure | 0.119 | 0.04 | 0.003 | 59 |
| Ln age at stage II procedure, (months) | −0.507 | 0.175 | 0.004 | 58 |
| Hollingshead category | ||||
| 3.0 to 26.0 | −0.571 | 0.256 | 0.03 | 53 |
| 27.0 to 40.0 | −0.346 | 0.259 | ||
| 41.0 to 54.9 | −0.695 | 0.253 | ||
| 55.0 to 66.0 | −0.522 | 0.26 | ||
| Missing | Reference |