Structure · dataset · 2026
Wastewater surveillance of tetracycline resistance genes: a global bibliometric and trend analysis
Listed in Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34057325.v1
<p>Tetracycline resistance genes (TRGs) in wastewater pose environmental and public health risks through antimicrobial resistance dissemination.
Description
However, the global development of wastewater surveillance for TRG monitoring remains insufficiently characterized. Scopus-indexed TRG wastewater surveillance research (2001–2025) was analyzed using bibliometric methods, yielding 700 articles after screening.
Data were cleaned using biblioMagika<sup>®</sup> and OpenRefine, with VOSviewer used for keyword co-occurrence analysis. Temporal trends were assessed using the Mann–Kendall test, Sen’s slope estimator, and Hamed–Rao correction for serial autocorrelation. Publication output increased significantly (τ = 0.891, <i>P</i> = 1.15 × 10<sup>−9</sup>; Sen’s slope ≈ 3.84 publications/year) and remained significant after autocorrelation correction (N/N* ≈ 3.16, <i>P</i> = 6.16 × 10<sup>−4</sup>).
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China and the United States led publication output (370 and 99 publications, respectively), while publication volume was not significantly associated with normalized citation impact (<i>r</i> = 0.163, <i>P</i> = 0.436). Environmental science and microbiology dominated. Six thematic clusters centered on antibiotic resistance genes, horizontal gene transfer, metagenomics, and wastewater treatment.
TRG wastewater surveillance research is expanding rapidly, highlighting the need for international collaboration, methodological standardization, and capacity building within a One Health framework.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34057325.v1 ↗
DOI / persistent id · from repository lboro ac uk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from repository lboro ac uk
Topics
- From keywords
- Cancer · Cancer · Cancer · Chemistry · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Engineering · Engineering · Evolutionary biology · Evolutionary biology · Evolutionary biology · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Microbiology · Microbiology · Microbiology · Plant biology · Plant biology · Plant biology · Psychology & Behavioral Science · Research, science and technology policy · Research, science and technology policy · Research, science and technology policy · Social Science · Social Science
Provenance · 3 source records, 41 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Loughborough Research Repository | oai:figshare.com:article/34057325 | 9 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34057325 | 9 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34057325 | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[disease].local:disease:cancer | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Cancer'] |
| concepts[disease].local:disease:cancer | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Cancer'] |
| concepts[disease].local:disease:cancer | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Cancer'] |
| concepts[field].anzsrc:field:440710 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Science Policy'] |
| concepts[field].anzsrc:field:440710 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Science Policy'] |
| concepts[field].anzsrc:field:440710 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Science Policy'] |
| concepts[field].anzsrc:group:3104 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Evolutionary Biology'] |
| concepts[field].anzsrc:group:3104 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Evolutionary Biology'] |
| concepts[field].anzsrc:group:3104 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Evolutionary Biology'] |
| concepts[field].anzsrc:group:3107 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Microbiology'] |
| concepts[field].anzsrc:group:3107 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Microbiology'] |
| concepts[field].anzsrc:group:3107 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Microbiology'] |
| concepts[field].anzsrc:group:3108 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Plant Biology'] |
| concepts[field].anzsrc:group:3108 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Plant Biology'] |
| concepts[field].anzsrc:group:3108 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Plant Biology'] |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| description | source · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| title | source · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | /metadata/dc/title |