Back

Spatiotemporal Trends of Birth Defects in North Carolina, 2003-2015

Lu, H.; Olshan, A. F.; Serre, M. L.; Anthony, K. M.; Fry, R. C.; Forestieri, N. E.; Keil, A. P.

2024-08-13 epidemiology
10.1101/2024.08.12.24311873 medRxiv
Show abstract

Birth defects are a leading cause of infant mortality in the United States, but little is known about causes of many types of birth defects. Spatiotemporal disease mapping to identify high-prevalence areas, is a potential strategy to narrow the search for potential environmental and other causes that aggregate over space and time. We described the spatial and temporal trends of the prevalence of birth defects in North Carolina during 2003-2015, using data on live births obtained from the North Carolina Birth Defects Monitoring Program. By employing a Bayesian space-time Poisson model, we estimated spatial and temporal trends of non-chromosomal and chromosomal birth defects. During 2003-2015, 52,524 (3.3%) of 1,598,807 live births had at least one recorded birth defect. The prevalence of non-chromosomal birth defects decreased from 3.8% in 2003 to 2.9% in 2015. Spatial modeling suggested a large geographic variation in non-chromosomal birth defects at census-tract level, with the highest prevalence in south-eastern North Carolina. The strong spatial heterogeneity revealed in this work allowed to identify geographic areas with higher prevalence of non-chromosomal birth defects in North Carolina. This variation will help inform future research focused on epidemiologic studies of birth defects to identify etiologic factors.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

1
PLOS ONE
4510 papers in training set
Top 13%
14.4%
2
Scientific Reports
3102 papers in training set
Top 8%
9.2%
3
Disaster Medicine and Public Health Preparedness
16 papers in training set
Top 0.1%
8.4%
4
Spatial and Spatio-temporal Epidemiology
10 papers in training set
Top 0.1%
6.3%
5
American Journal of Epidemiology
57 papers in training set
Top 0.2%
4.3%
6
International Journal of Environmental Research and Public Health
124 papers in training set
Top 2%
3.6%
7
Frontiers in Public Health
140 papers in training set
Top 2%
3.6%
8
Environmental Research
46 papers in training set
Top 0.5%
3.3%
50% of probability mass above
9
PLOS Global Public Health
293 papers in training set
Top 3%
2.6%
10
Epidemics
104 papers in training set
Top 0.7%
2.1%
11
BMC Public Health
147 papers in training set
Top 3%
1.9%
12
International Journal of Epidemiology
74 papers in training set
Top 1%
1.7%
13
PeerJ
261 papers in training set
Top 9%
1.3%
14
Epidemiology and Infection
84 papers in training set
Top 2%
1.2%
15
Biology
43 papers in training set
Top 1%
1.2%
16
GeoHealth
10 papers in training set
Top 0.5%
1.1%
17
PLOS Computational Biology
1633 papers in training set
Top 21%
1.0%
18
JMIR Public Health and Surveillance
45 papers in training set
Top 3%
1.0%
19
Clinical Infectious Diseases
231 papers in training set
Top 4%
0.9%
20
Journal of Global Health
18 papers in training set
Top 0.5%
0.9%
21
eLife
5422 papers in training set
Top 53%
0.9%
22
Annals of Epidemiology
19 papers in training set
Top 0.4%
0.9%
23
BMC Medical Research Methodology
43 papers in training set
Top 1%
0.8%
24
Infectious Diseases of Poverty
10 papers in training set
Top 0.3%
0.8%
25
One Health
29 papers in training set
Top 1%
0.8%
26
The Lancet Regional Health - Western Pacific
15 papers in training set
Top 0.2%
0.7%
27
The Innovation
12 papers in training set
Top 1.0%
0.7%
28
Nature Communications
4913 papers in training set
Top 64%
0.7%
29
Environmental Pollution
35 papers in training set
Top 3%
0.7%
30
Infection Control & Hospital Epidemiology
17 papers in training set
Top 0.6%
0.7%