Evidence map›Paper›PMID 27277210›Full record

ArticleThe Science of the total environment2016

Assessing the relationship between groundwater nitrate and animal feeding operations in Iowa (USA).

Keith W Zirkle, Bernard T Nolan, Rena R Jones, Peter J Weyer, Mary H Ward, David C Wheeler

Open access · greenAbstract read
In one paragraph

Article in The Science of the total environment, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.2field-weighted citation impact, top 23% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 29 citations in OpenAlex.

  1. Trial
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  3. Drinking water sources and water quality in a prospective agricultural cohort.Environmental epidemiology (Philadelphia, Pa.) · 2022
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 4 institutions in 1 country.

Keith W ZirkleDepartment of Biostatistics, Virginia Commonwealth University, 830 East Main St., Richmond, VA 23298, United States.
Bernard T NolanU.S. Geological Survey, Reston, VA, United States.
Rena R JonesOccupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, United States.
Peter J WeyerCenter for Health Effects of Environmental Contamination, the University of Iowa, Iowa City, Iowa, United States.
Mary H WardOccupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, United States.
David C WheelerDepartment of Biostatistics, Virginia Commonwealth University, 830 East Main St., Richmond, VA 23298, United States.
National Cancer Institute · USVirginia Commonwealth University · USUnited States Geological Survey · USUniversity of Iowa · US

Funding

Studies of Occupational Cancer (Pesticides)ZIACP010119 · NCI · DIVISION OF CANCER EPIDEMIOLOGY AND GENETICS · PI BEANE FREEMAN, LAURA · 2009 to 2025
$46.1M
Integration of Mixtures Toxicology, Toxicogenomics, and StatisticsT32ES007334 · NIEHS · VIRGINIA COMMONWEALTH UNIVERSITY · PI WHEELER, DAVID CHARLES · 2002 to 2018
$2.5M
NIEHS NIH HHS T32 ES007334
6 · The paper itself

Abstract

Nitrate-nitrogen is a common contaminant of drinking water in many agricultural areas of the United States of America (USA). Ingested nitrate from contaminated drinking water has been linked to an increased risk of several cancers, specific birth defects, and other diseases. In this research, we assessed the relationship between animal feeding operations (AFOs) and groundwater nitrate in private wells in Iowa. We characterized AFOs by swine and total animal units and type (open, confined, or mixed), and we evaluated the number and spatial intensities of AFOs in proximity to private wells. The types of AFO indicate the extent to which a facility is enclosed by a roof. Using linear regression models, we found significant positive associations between the total number of AFOs within 2km of a well (p trend <0.001), number of open AFOs within 5km of a well (p trend <0.001), and number of mixed AFOs within 30km of a well (p trend <0.001) and the log nitrate concentration. Additionally, we found significant increases in log nitrate in the top quartiles for AFO spatial intensity, open AFO spatial intensity, and mixed AFO spatial intensity compared to the bottom quartile (0.171log(mg/L), 0.319log(mg/L), and 0.541log(mg/L), respectively; all p<0.001). We also explored the spatial distribution of nitrate-nitrogen in drinking wells and found significant spatial clustering of high-nitrate wells (>5mg/L) compared with low-nitrate (≤5mg/L) wells (p=0.001). A generalized additive model for high-nitrate status identified statistically significant areas of risk for high levels of nitrate. Adjustment for some AFO predictor variables explained a portion of the elevated nitrate risk. These results support a relationship between animal feeding operations and groundwater nitrate concentrations and differences in nitrate loss from confined AFOs vs. open or mixed types.

Indexed as

Animal HusbandryEnvironmental MonitoringAnimalsGroundwaterIowaNitratesSus scrofaWater Pollutants, ChemicalNitratesWater Pollutants, ChemicalAnimal feeding operationsDrinking waterGeneralized additive modelsNitratePrivate wellsSpatial clusterSpatial clustering

Identifiers

PMID27277210
PMCPMC4980257
OpenAlexW2412396727

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.