Literature Search and Screening
Our search returned a total of 2,487 results, with 2,198 unique studies after duplicates were removed (Fig. 1). We reviewed the full texts of 77 studies and identified 23 eligible studies based on our inclusion and exclusion criteria.
Figure 1. PRISMA flowchart for systematic review search and screening process
Study Characteristics
The 23 studies included in our review were conducted between 2001–2022. Seventeen studies were conducted in high-income countries (primarily U.S., also Canada, Cyprus and Saudi Arabia) and six were conducted in China, which was the only upper middle-income country in our review (Table 1).
Table 1
Characteristics of included studies
Author/year | Country | Number of farms and animals | Sampling site | Control site | Location and type of wells |
Swine | | | | | |
Chee-Sanford et al. 2001 | USA | 2 farms with 1,200-4,000 animals | At different distance (up to 250 m) downstream of waste lagoons | Upstream of waste lagoons | Onsite monitoring wells |
Koike et al. 2007 | USA | 2 farms with 1,200-4,000 animals | At different distance (up to 250 m) downstream of waste lagoons | Upstream of waste lagoons | Onsite monitoring wells |
Koike et al. 2010 | USA | 2 farms with 1,200-4,000 animals | At different distance (up to 250 m) downstream of waste lagoons | Upstream of waste lagoons | Onsite monitoring wells |
Mackie et al. 2006 | USA | 2 farms with 1,200-4,000 animals | At different distance (up to 250 m) downstream of waste lagoons | Upstream of waste lagoons | Onsite monitoring wells |
Anderson et al. 2006 | USA | 2 farms with 1,500-5,000 animals | On farm | Crop farms, “small herd of beef cattle” at one control site | Onsite monitoring wells |
Sapkota et al. 2007 | USA | 1 farm with 3,000 animals | 400 m downgradient of farm | Upgradient of farm but near septic tank | Offsite private wells |
Stine et al. 2007 | USA | 1 farm with 1,200 animals/year | On farm | None | Onsite wells of unspecified use type |
Hong et al. 2013 | USA | 3 farms with 2,300-4,000 animals | Adjacent to waste lagoon | Upgradient of waste lagoon | Onsite monitoring and facility wells |
Casanova and Sobsey 2016 | USA | County 1: 20 farms with 446,000 animals; County 2: 92 farms with 1.4 million animals | Wells in counties with swine farms but not on/adjacent to farm (distance from farms unspecified) | None | Offsite private wells and monitoring wells |
He et al. 2016 | China | 3 farms with 5,600 − 16,600 animals/year | On farm | None (for groundwater samples) | Onsite wells of unspecified use type |
Li et al. 2018 | China | 9 farms with unspecified number of animals | On farm and 2–3 km from farm | None | Onsite and offsite community wells |
Huang et al. 2019 | China | 1 farm (joint with fish farm) with 12,000 animals | On farm | None | Onsite facility wells used for drinking water for farm workers |
Gao et al. 2020 | China | Unspecified number of farms with 2,000 sows and 48,000 piglets per year | On farm and in village with swine farms (distance from farms unspecified) | Village with no swine farms | Onsite and offsite private wells and facility wells |
Poultry | | | | | |
Hubbard et al. 2020 | USA | 9 farms with > 1M chickens and > 42,000 turkeys | On turkey farms and adjacent (0.5–1.6 km) to chicken farms | Watershed with no poultry but receiving wastewater discharge and likely swine manure | Onsite and offsite private wells and facility |
Alsalah et al. 2003 | S. Arabia | 1 farm with unspecified number of animals | < 20 km from farm | > 20 km from farm | Offsite wells of unspecified use type |
Furtula et al. 2013 | Canada | Unspecified number of farms and animals | Intensive poultry farming area (distance from farms unspecified) | Residential area | Offsite wells of unspecified use type |
Wang et al. 2017 | China | 1 farm with unspecified number of animals | Within layer and 8–25 m away from layer | None | Onsite facility wells |
Cattle | | | | | |
Li et al. 2014 | USA | 2 farms with unspecified number of animals | On farm | None | Onsite monitoring wells |
Li et al. 2015 | USA | 8 farms with unspecified number of animals; 1,500 farms with 1.7 million cows in area | On farm, immediately downstream of manure-treated fields, waste lagoons and corrals, and < 2.4 km from dairy farm | > 2.4 km from farm (all offsite wells likely receiving manure and near septic tanks) | Onsite and offsite private wells and monitoring wells |
Guo et al. 2021 | USA | 1 farm with 160 animals | Next to barn and in farmland receiving manure (1 km from barn) | None for groundwater | Onsite wells of unspecified use type |
Mixed animals | | | | | |
Economides et al. 2012 | Cyprus | Unspecified number of farms and number of cattle, sheep and goat | On farm | None | Onsite wells of unspecified use type |
Blauth et al. 2007 | USA | 11 swine and cattle farms with 2,800-7,444 swine and 0-250 cattle per farm | On farm | None (for groundwater) | Onsite facility wells |
Gu et al. 2022 | China | 101 swine, 52 poultry and 73 cattle farms with unspecified number of animals | On farm | None | Onsite wells of unspecified use type |
Animal Husbandry Operations
The animal husbandry operations included facilities for swine (13 studies), poultry (4 studies), cattle (3 studies), and multiple types of animals (3 studies). Of the studies with multiple types of animals, one focused on swine and cattle, one on swine, poultry and cattle, and one on cattle, sheep and goats. In high-income country studies, the number of animals that impacted study areas ranged from 1,200 to 1.4 million swine, a “small herd” of less than 65 cows to 1.7 million cows, and poultry operations were often described more broadly as “areas of intensive poultry operation” with the maximum number of birds within a single study area equaling > 1 million birds. In studies in China, swine operations ranged from 5,600 to 50,000 animals within the study area; an animal count was not mentioned for studies that included poultry or cattle. Only five studies in high-income countries included information on the antibiotic regimen used at the animal husbandry operation. Antibiotics used included chlortetracycline (Chee-Sanford et al. 2001; Blauth 2007; Stine et al. 2007; Hong et al. 2013), tylosin (Chee-Sanford et al. 2001; Blauth 2007), tulathromycine (Blauth 2007; Guo et al. 2021), ceftiofur and oxytetracycline (Guo et al. 2021) and tetracycline, sulfamethoxazole, bisulfate, penicillin, gentamicin and ampicillin (Blauth 2007). No studies in China provided information on the antibiotics used at the animal husbandry operations impacting the study site.
Groundwater Sampling
Groundwater samples in high-income country studies were collected from monitoring wells (9 studies), private wells (4 studies), facility wells (i.e., onsite wells serving the animal husbandry operations) (3 studies), and wells of unspecified use type (5 studies). Groundwater samples in studies in China were collected from facility wells (4 studies), private wells (1 study), community wells (1 study), and wells of unspecified use type (2 studies). Some studies sampled multiple types of wells. Well depth ranged from 3 to 76 m in high-income country studies and 6 to 143 m in studies in China.
Sampling locations included wells onsite of animal husbandry operations, offsite but proximate to (< 3 km) animal husbandry operations, and distant (> 3 km) from animal husbandry operations. We defined these categories based on common distances used within the studies. For example, some studies used the 2–3 km mark as a benchmark for the range of impact from animal husbandry operations, and larger distances were considered outside the range of impact (Li et al. 2015, 2018; Hubbard et al. 2020). Some studies sampled at multiple distances from the animal husbandry operations. Of the 17 high-income country studies, 13 studies sampled onsite wells, 4 studies sampled proximate wells, 2 studies sampled distant wells, and 2 studies sampled at an unspecified distance from an animal husbandry operation. Of the 6 studies in China, all sampled onsite wells and 1 study also sampled proximate wells, while 1 study also sampled at an unspecified distance from an animal husbandry operation.
Twelve studies sampled groundwater at control sites (i.e., sites not expected to be impacted by animal husbandry operations) to serve as a comparison. Control sites included wells located on-site of an animal husbandry operation but upstream of waste lagoons (5 studies), upstream of animal husbandry operations (1 study), substantially distant (> 2.4 to > 20 km) from animal husbandry operations (2 studies) or in areas with no animal husbandry (e.g., crop farms, residential areas, villages with no farms) (4 studies). However, some of the control sites had animal influence from other sources. In one study focused on swine, the control site had a “small herd of beef cattle” (Anderson and Sobsey 2006). In another study focused on poultry, the control watershed received swine manure (Hubbard et al. 2020), and in a study focused on cattle, the control site received manure (Li et al. 2015). Some control sites were also at risk of contamination with human fecal waste from wastewater discharge (Hubbard et al. 2020) or septic tanks (Sapkota et al. 2007; Li et al. 2015). The remaining 11 studies did not sample groundwater at a control site.
Assessment of AMR
Studies used a mix of culture-based methods to assess phenotypic resistance by enumerating ARB and molecular methods to assess genotypic resistance by detecting and/or enumerating ARGs; 10 studies used culture, 10 studies used molecular methods and 3 studies used both. Studies using culture methods primarily focused on Escherichia coli (E. coli), Enterococcus and Salmonella. Of the studies using molecular methods, 10 extracted total DNA from groundwater samples and 3 isolated bacterial species and extracted DNA from isolates. Most studies investigated tetracycline and sulfonamide resistance; these are among the most commonly used classes of antibiotics in animal husbandry (Van Boeckel et al. 2019). Studies also assessed resistance to clinically relevant antibiotics for human medicine, such as ciprofloxacin and erythromycin, and a small number of recent studies looked for resistance to beta-lactams (Gao et al. 2020; Hubbard et al. 2020) and carbapenem (Gu et al. 2022). Studies using molecular methods also investigated mobile genetic elements such as integrons (Hong et al. 2013; Li et al. 2015; He et al. 2016; Gao et al. 2020).
Impact of Animal Husbandry Operations on AMR in Groundwater
Swine Facilities
Of the nine studies focused on swine in high-income countries (all conducted in the U.S.), six found evidence of groundwater contamination with ARB/ARGs resulting from swine operations (Table S2). Contamination was detected in onsite monitoring wells (Chee-Sanford et al. 2001; Anderson and Sobsey 2006; Mackie et al. 2006; Koike et al. 2007, 2010) and in a private well located 400 m downgradient of a swine facility (Sapkota et al. 2007). Four of these studies focused on the same two swine farms and investigated tetracycline and macrolide-lincosamide- streptogramin B resistance genes; these studies found that monitoring wells located downstream and closer to waste lagoons were more likely to contain these ARGs than monitoring wells that were upstream of lagoons or downstream but further from lagoons (Chee-Sanford et al. 2001; Mackie et al. 2006; Koike et al. 2007, 2010). Another study found that 70% of E. coli isolated from onsite monitoring wells at two swine farms were resistant to antimicrobials (primarily tetracycline and chlortetracycline) compared to 18% of isolates from monitoring wells at two crop farms (Anderson and Sobsey 2006). The one study that found evidence of contamination in a private well found higher minimum inhibitory concentrations for multiple antibiotics and higher prevalence of resistant Enterococcus isolates in a well located downgradient (400 m) vs. upgradient of the swine facility (Sapkota et al. 2007). However, the upgradient well was near a septic tank and had higher prevalence of Enterococcus isolates resistant to erythromycin and vancomycin (the latter not approved for veterinary use in the U.S. at the time) than the downgradient well.
Three studies in the U.S. found no conclusive evidence of ARB/ARG contamination from swine operations (Table S2). One study detected no tetracycline-resistant bacteria in an onsite well of unspecified use type (Stine et al. 2007), and another study found no resistance to multiple antibiotics in Enterococcus isolates from monitoring wells and private wells in counties with swine farms but not located directly on or adjacent to the farms (Casanova and Sobsey 2016). Finally, one study on three swine farms detected ARGs in onsite monitoring wells located downgradient but not upgradient of waste lagoons but this study also detected ARGs in a facility well located upgradient of lagoons (Hong et al. 2013).
Of the four studies focused on swine facilities in China, all found some evidence of contamination with ARB/ARGs associated with swine facilities (Table S2). One study investigated facility wells on swine farms and private wells in villages with and without swine farms; the absolute abundance of ARGs was highest in the onsite facility wells and similar between villages with vs. without swine farms while the relative abundance of ARGs was similar at all sites (Gao et al. 2020). Conversely, another study that focused on facility wells on swine farms and private wells 2–3 km away from farms found that the absolute abundance of ARGs was similar in onsite and offsite wells, while the relative abundance was higher in the onsite wells (Li et al. 2015). Two additional studies detected a range of ARGs in onsite wells, but these studies had no control site for comparison (He et al. 2016; Huang et al. 2019). The most commonly detected ARGs across the studies in China included tetracycline and sulfonamide resistance genes.
Poultry Facilities
Of the three studies focused on poultry in high-income countries (U.S., Saudi Arabia, Canada), one found evidence of groundwater contamination with ARB resulting from poultry operations (Table S2). In this study, 100% of Enterococcus isolates from wells in an area of intensive poultry farming in Canada were resistant to 2 + antibiotics, while no Enterococcus was detected in the control well in a residential area (Furtula et al. 2013). Conversely, the U.S. study focused on onsite facility wells on turkey farms, private wells adjacent (0.5–1.6 km) to chicken farms and a private well in a watershed with no poultry farms and found that, while 77% of samples had 1 + ARG, contamination was most frequent in the control watershed with no poultry farms; the authors noted that this watershed received wastewater discharge and likely swine manure (Hubbard et al. 2020). The study in Saudi Arabia investigated wells < 20 km vs. >20 km from a poultry farm and did not detect ARB in any well (Alsalah et al. 2015). One study focused on poultry farms in China (Table S2). This study tested facility wells inside and immediately adjacent (8–25 m) to the layer; no bacteria were isolated from wells 14–25 m away from the layer while isolates from the other wells were resistant to several antibiotics (Wang et al. 2017).
Cattle Facilities
Of the three studies focused on cattle (all conducted in the U.S.), two found evidence of contamination of groundwater with ARB/ARGs within the study area, including monitoring wells and wells of unspecified use type located on cattle farms (Table S2). One of these studies found that 25% E. coli isolates from two monitoring wells onsite of dairy farms showed resistance to ceftriaxone and tetracycline and intermediate resistance to chloramphenicol (Li et al. 2014). The other study only sampled two wells: one was located next to a barn that housed cattle and no ARGs were detected in this well, the other was located 1 km away from the barn on a farm property that received applied manure, and multidrug resistance genes were detected in this well (Guo et al. 2021). Neither study had a control site for comparison. The third study with no conclusive evidence sampled 46 monitoring wells and 5 private wells onsite on eight dairy farms, as well as 200 private or small community wells located < 2.4 km vs. >2.4 km from the dairy farms (Li et al. 2015). The study found that 64% of E. coli isolates and 86% of Enterococcus isolates from the wells were resistant to 3 + antibiotics but the prevalence of resistance was not different between onsite monitoring vs. private wells or between offsite wells located < 2.4 km vs. >2.4 km from the dairy farms. However, in this study, all offsite wells were near croplands that likely received manure and were also near septic tanks.
Multiple Types of Facilities
Of the two studies in high-income countries (U.S., Cyprus) that focused on multiple types of animals, both found contamination of groundwater with ARB/ARGs associated with the facilities (Table S2). The U.S. study found that, among onsite facility wells at 11 farms housing swine and cattle, 100% of E. coli isolates were resistant to tetracycline and 80% of Enterococcus isolates were resistant to three antibiotics (Blauth 2007). The study in Cyprus sampled wells of unspecified use type located onsite at cattle, sheep and goat farms and found that 48% of Salmonella isolates and 30% of E. coli isolates were resistant to at least one antibiotic (Economides et al. 2012). One study focused on swine, poultry and cattle farms in China (Table S2). This study sampled a total of 208 private and facility wells located onsite of the farms and detected carbapenem-resistant Enterobacteriaceae (CRE) in 5% of wells; the prevalence of CRE was significantly higher on poultry farms than on swine or cattle farms and similar on swine and cattle farms (Gu et al. 2022). None of the three studies used a control site or sampled offsite of the animal facilities they were investigating.
Effect of Sampling Distance from Animal Husbandry Operations
While studies collected samples at varying distances from animal husbandry operations, only three studies found groundwater contamination resulting from these operations at offsite locations, including a private well 400 m downgradient of a swine farm with 3,000 animals in the U.S. (Sapkota et al. 2007), private wells located within 2–3 km of swine farms (number of animals unspecified) in China (Li et al. 2018), and wells located in an area with intensive poultry farming (distance from farms and number of animals unspecified) in Canada (Furtula et al. 2013). Two of these studies had a control site (private well upgradient of the swine farm (Sapkota et al. 2007), well in a residential area (Furtula et al. 2013)), which better proves a measurable impact on groundwater from an animal husbandry operation than a positive result without a control site. However, the control site in one study was impacted by a septic tank (Sapkota et al. 2007). All other studies that detected ARB/ARGs in groundwater sampled onsite of animal husbandry operations.
Effect of Onsite Antibiotic Use
Of the five studies that included information on the antibiotic regimen used on the facility, two found resistance to the specific antibiotics used (tetracyclines, macrolides) more commonly at sites impacted by the swine facilities than control sites (Chee-Sanford et al. 2001; Hong et al. 2013). In another study where tetracyclines were used at the facility at subtherapeutic doses and an array of other antibiotics were used therapeutically, 100% of E. coli isolates from onsite facility wells were resistant to tetracycline but not to other antibiotics while 80% of Enterococcus isolates from the same wells were resistant to 3 antibiotics; this study did not sample groundwater at a control site (Blauth 2007). In contrast, one study did not detect any tetracycline-resistant bacteria in a well on a swine farm despite use of chlortetracycline-containing feed (Stine et al. 2007). In another study where ceftiofur, tulathromycin, and oxytetracycline were used therapeutically on dairy farms, qPCR for 113 ARGs and 21 mobile genetic elements detected no ARGs in a well next to barns, and only the multidrug resistance genes mexF and qacEΔ1 were detected in a well within adjacent farmlands receiving manure (Guo et al. 2021). Additionally, one study tested Enterococcus isolates for resistance to an antibiotic (vancomycin) not approved for veterinary use at the time; minimum inhibitory concentrations were higher for several antibiotics, but not vancomycin, in a private well downgradient of the swine facility compared to an upgradient private well (Sapkota et al. 2007).
Effects of Climatic Conditions and Precipitation
Only seven studies included information about either the site-specific climatic conditions or the precipitation and temperatures that occurred during the study (Anderson and Sobsey 2006; Blauth 2007; Li et al. 2014, 2015; He et al. 2016; Huang et al. 2019; Gu et al. 2022). One study found contamination of groundwater with ARB during an approximately 2-year sampling period even though an especially dry climate occurred during the last half of the sampling period (Anderson and Sobsey 2006). Three studies purposefully sampled during different seasons or weather conditions (Blauth 2007; Li et al. 2015; Huang et al. 2019), although several other studies sampled in multiple seasons and were likely impacted by varying precipitation and temperature as well (Mackie et al. 2006; Koike et al. 2007, 2010) One study found that the abundance of ARGs was one order of magnitude higher during the wet vs. dry season (Huang et al. 2019) and another study found higher prevalence of resistance during the sampling round with cool and wet weather (Li et al. 2014).