Evidence map›Paper›PMID 34022963›Full record

ArticleEnvironmental microbiome2021

Bacterial diversity and predicted enzymatic function in a multipurpose surface water system - from wastewater effluent discharges to drinking water production.

Ananda Tiwari, Anna-Maria Hokajärvi, Jorge Santo Domingo, Michael Elk, Balamuralikrishna Jayaprakash, Hodon Ryu, Sallamaari Siponen, Asko Vepsäläinen, Ari Kauppinen, Osmo Puurunen and 5 more

Abstract read
In one paragraph

Article in Environmental microbiome, 2021. 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
–field-weighted citation impact
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.

  1. Article
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  7. Review
  8. Bathing Water Quality Monitoring Practices in Europe and the United States.International journal of environmental research and public health · 2021
    Review
  9. Article
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

15 authors.

Ananda TiwariFinnish Institute for Health and Welfare, P.O. Box 95, 70701, Kuopio, Finland. ananda.tiwari@thl.fi.ORCID http://orcid.org/0000-0001-8026-6885
Anna-Maria HokajärviFinnish Institute for Health and Welfare, P.O. Box 95, 70701, Kuopio, Finland.
Jorge Santo DomingoOffice of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH, USA.
Michael ElkOffice of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH, USA.
Balamuralikrishna JayaprakashFinnish Institute for Health and Welfare, P.O. Box 95, 70701, Kuopio, Finland.
Hodon RyuOffice of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH, USA.
Sallamaari SiponenFinnish Institute for Health and Welfare, P.O. Box 95, 70701, Kuopio, Finland.
Asko VepsäläinenFinnish Institute for Health and Welfare, P.O. Box 95, 70701, Kuopio, Finland.
Ari KauppinenFinnish Institute for Health and Welfare, P.O. Box 95, 70701, Kuopio, Finland.
Osmo PuurunenTurku Region Water Ltd., Turku, Finland.
Aki ArtimoTurku Region Water Ltd., Turku, Finland.
Noora PerkolaFinnish Environment Institute (SYKE), Latokartanonkaari 11, 00790, Helsinki, Finland.
Timo HuttulaFinnish Environment Institute (SYKE), Survontie 9 A, Jyväskylä, Finland.
Ilkka T MiettinenFinnish Institute for Health and Welfare, P.O. Box 95, 70701, Kuopio, Finland.
Tarja PitkänenFinnish Institute for Health and Welfare, P.O. Box 95, 70701, Kuopio, Finland.

Funding

Academy of Finland 263451KAUTE-Säätiö 20190366
6 · The paper itself

Abstract

backgroundRivers and lakes are used for multiple purposes such as for drinking water (DW) production, recreation, and as recipients of wastewater from various sources. The deterioration of surface water quality with wastewater is well-known, but less is known about the bacterial community dynamics in the affected surface waters. Understanding the bacterial community characteristics -from the source of contamination, through the watershed to the DW production process-may help safeguard human health and the environment.

resultsThe spatial and seasonal dynamics of bacterial communities, their predicted functions, and potential health-related bacterial (PHRB) reads within the Kokemäenjoki River watershed in southwest Finland were analyzed with the 16S rRNA-gene amplicon sequencing method. Water samples were collected from various sampling points of the watershed, from its major pollution sources (sewage influent and effluent, industrial effluent, mine runoff) and different stages of the DW treatment process (pre-treatment, groundwater observation well, DW production well) by using the river water as raw water with an artificial groundwater recharge (AGR). The beta-diversity analysis revealed that bacterial communities were highly varied among sample groups (R = 0.92, p <  0.001, ANOSIM). The species richness and evenness indices were highest in surface water (Chao1; 920 ± 10) among sample groups and gradually decreased during the DW treatment process (DW production well; Chao1: 320 ± 20). Although the phylum Proteobacteria was omnipresent, its relative abundance was higher in sewage and industrial effluents (66-80%) than in surface water (55%). Phyla Firmicutes and Fusobacteria were only detected in sewage samples. Actinobacteria was more abundant in the surface water (≥13%) than in other groups (≤3%). Acidobacteria was more abundant in the DW treatment process (≥13%) than in others (≤2%). In total, the share of PHRB reads was higher in sewage and surface water than in the DW treatment samples. The seasonal effect in bacterial communities was observed only on surface water samples, with the lowest diversity during summer.

conclusionsThe low bacterial diversity and absence of PHRB read in the DW samples indicate AGR can produce biologically stable and microbiologically safe drinking water. Furthermore, the significantly different bacterial communities at the pollution sources compared to surface water and DW samples highlight the importance of effective wastewater treatment for protecting the environment and human health.

Indexed as

16S rRNA amplicon sequencingBacterial communitiesPredicted biological functionSeasonal effectsSewage effluentSurface water

Identifiers

PMID34022963
PMCPMC8140503

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LicenceCC BY
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Registered trials

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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.