Back

Extreme temperature exposure and the risk of miscarriages in Italy: a nationwide small-area study of 4.5 million births

Gudziunaite, S.; Ceccarelli, E.; Hirst, J. E.; Pirani, M.; Maraschini, A.; Moshammer, H.; Minelli, G.; Blangiardo, M.

2026-07-06 epidemiology
10.64898/2026.07.02.26356686 medRxiv
Show abstract

Background: The effect of extreme temperatures on miscarriage is not well understood. Even less understood is the gestational period most vulnerable to extreme temperature exposure, as early miscarriages are often missed in incident datasets. We employ a birth-rate based approach to infer the risk of miscarriage in response to extreme temperature exposure by gestational week. Methods: We conducted a population-based ecological study using birth registry data from the 7,948 municipalities of Italy between 2013 and 2024 (4.5 million births). The analyses were stratified by five climatically coherent macro-regions (Ecoregions). To infer unreported pregnancy losses, we regressed birth rates dated from the last menstrual period against weekly temperatures across gestational weeks 3-21, accounting for temporal seasonality and spatial heterogeneities. Findings: Exposure to heat (mean weekly temperature of 30.4 degree/C) during gestational weeks 3-4 was associated with a reduction of birth rates of 1.62 (0.71 - 2.51)%, and of 1.91 (0.92 - 2.88)% to mean weekly temperature of 1.6 degree/C. Whilst heat was found to be harmful during gestational weeks 3-4 and 18-21, cold spells were found to be consistently harmful from the 3th up to the 12th week, depending on the Ecoregion. Interpretation: Pregnancies are vulnerable to extreme temperatures during the post-conceptual period and the second trimester. The findings underscore the need for a pre-conceptual cohort to clarify the mechanisms of loss, and urge public health action to protect pregnancies from the beginning of gestation.

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

1
Environmental Research
49 papers in training set
Top 0.1%
15.2%
2
PLOS Global Public Health
344 papers in training set
Top 2%
9.0%
3
Science of The Total Environment
186 papers in training set
Top 0.5%
7.3%
4
PLOS ONE
5266 papers in training set
Top 24%
6.8%
5
Health & Place
10 papers in training set
Top 0.1%
4.4%
6
Scientific Reports
3612 papers in training set
Top 23%
4.4%
7
Spatial and Spatio-temporal Epidemiology
10 papers in training set
Top 0.1%
3.6%
50% of probability mass above
8
BMC Public Health
158 papers in training set
Top 2%
3.3%
9
BMJ Open
601 papers in training set
Top 7%
3.3%
10
Environmental Pollution
37 papers in training set
Top 0.3%
2.8%
11
Environment International
43 papers in training set
Top 0.3%
2.7%
12
BMJ Global Health
113 papers in training set
Top 2%
2.0%
13
Communications Medicine
113 papers in training set
Top 2%
1.9%
14
Nature Communications
5641 papers in training set
Top 48%
1.4%
15
International Journal of Hygiene and Environmental Health
11 papers in training set
Top 0.1%
1.4%
16
International Journal of Public Health
18 papers in training set
Top 0.2%
1.1%
17
International Journal of Environmental Research and Public Health
128 papers in training set
Top 4%
1.1%
18
Environmental Health Perspectives
17 papers in training set
Top 0.3%
1.1%
19
BMC Medicine
176 papers in training set
Top 4%
1.1%
20
BMC Medical Research Methodology
47 papers in training set
Top 1%
1.0%
21
Philosophical Transactions of the Royal Society B: Biological Sciences
72 papers in training set
Top 1%
1.0%
22
GeoHealth
12 papers in training set
Top 0.2%
0.9%
23
Royal Society Open Science
214 papers in training set
Top 6%
0.9%
24
European Journal of Public Health
21 papers in training set
Top 0.5%
0.9%
25
Journal of Affective Disorders
92 papers in training set
Top 2%
0.9%
26
International Journal of Epidemiology
88 papers in training set
Top 2%
0.9%
27
Environmental Science & Technology
64 papers in training set
Top 1%
0.9%
28
One Health
29 papers in training set
Top 0.6%
0.9%
29
ERJ Open Research
47 papers in training set
Top 0.9%
0.6%
30
BMJ Mental Health
15 papers in training set
Top 0.5%
0.6%