Deciphering Historical Water-Quality Changes Recorded in Sediments Using eDNA

Abstract

Reservoir sediments harbor abundant bacterial communities that are sensitive to substances transferred from the water column and might record historic water quality in environmental DNA (eDNA). The unique bacterial community along the sediment profile were retrieved based on eDNA in a reservoir to investigate potential links between water quality and the microbial population on a long-time scale. Bacterial communities in sediment samples gathered into three clusters along the depth (depths of 18–38, 8–18, and 1–7 cm). These three sections accumulated during three periods in which water quality was recorded in history (the pristine stage, degraded stage and remediated stage). Sediment samples from the degraded stage had lower microbial community evenness and diversity and higher microgAMBI indices than the other two sections, suggesting that poor water quality during that period was recorded in sedimental eDNA. After decades of biogeochemical cycles, statistical analysis revealed that the main factors affecting the microbial community were bromine, chlorine, and high molecular-weight PAHs in sediments from the degraded stage. The relevant functional groups Dehalococcoidia, Gemmatimonadales, Sva0485, Burkholderiales and Xanthomonadales might be indicators of the historical loading of these pollutants. Amending the microgAMBI index with our functional group of pollution can better illustrate the significant long-term environmental changes caused by historic anthropogenic activities. In sediments from the pristine stage with less pollution input, DIC (dissolved inorganic carbon) from the karst landform was the dominant factor controlling microbial communities. Whereas, the surface sediments, which accumulated during the remediated stage, had more correlation with chemistry, such as sulfate and heavy metals, in the overlying water. Our research revealed that historical changes in the water condition, that can be affected by anthropogenic activities, can be depicted by changes in the bacterial communities stored in the sediment using sedimental eDNA. Assessments of the bacterial communities in the sediments, either by describing their biodiversity or using particular species as indicators, would be potential proxies to describe historical environmental development of microbial communities.

A dataset and template for assessing the ecological status of marine sediments and waters, based on microbial taxa

“…Next, it has been applied in multiple biogeographical areas across the ocean (polar, tropical, A. Borja temperate), including water column, sediment, and corals. It has also been used to investigate various pollution sources, including wastewater discharge, eutrophication, hydrocarbon concentration, and aquaculture [8][9][10][11][12][13][14].…”

“…To achieve this, users can follow the instructions in the readme sheet, copy and paste their data and look at the microgAMBI results. Examples of such applications can be seen in different studies [8][9][10][11][12][13][14]. If a high percentage of taxa remains not assigned, the users should contact the authors of the database and collaborate on finding evidence allowing them to assign each taxa to their EG.…”