Evidence map›Paper›PMID 35996183›Full record

ArticleMicrobiome2022

Biogeographical survey of soil microbiomes across sub-Saharan Africa: structure, drivers, and predicted climate-driven changes.

D A Cowan, P H Lebre, Cer Amon, R W Becker, H I Boga, A Boulangé, T L Chiyaka, T Coetzee, P C de Jager, O Dikinya and 26 more

Open access · goldAbstract readVideo-Audio Media
In one paragraph

Article in Microbiome, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 1 pooled it
6.6field-weighted citation impact, top 3% 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

27 citing papers in PubMed, 1 synthesis or guideline pooled it, 44 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Plant influence shapesMicrobiology spectrum · 2026
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  6. Global climate gradients structure soilbioRxiv : the preprint server for biology · 2026
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  8. Article
  9. Article
  10. Article
  11. Article
  12. The prevalence and distribution ofFrontiers in microbiomes · 2026
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  16. Article
  17. Review
  18. Article
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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

36 authors at 14 institutions in 12 countries.

D A CowanCentre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa. don.cowan@up.ac.za.
P H LebreCentre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa. pedro.bixiraonetomarinholebre@up.ac.za.
Cer AmonInstitut National Polytechnique Houphouet-Boigny, Cote d'Ivoire, Yamoussoukro, South Africa.
R W BeckerBiodiversity Research Centre, Department of Agriculture and Natural Resources Sciences, Namibia University of Science and Technology, Windhoek, Namibia.
H I BogaTaita Taveta University, Voi, Kenya.
A BoulangéCentro de Biotecnologia, Universidade Eduardo Mondlane, Maputo, Mozambique.
T L ChiyakaDepartment of Biotechnology and Biochemistry, University of Zimbabwe, Harare, Zimbabwe.
T CoetzeeCentre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa.
P C de JagerDepartment of Plant and Soil Sciences, University of Pretoria, Pretoria, South Africa.
O DikinyaDepartment of Environmental Science, University of Botswana, Gaborone, Botswana.
F EckardtDepartment of Geography, University of Cape Town, Cape Town, South Africa.
M GreveDepartment of Plant and Soil Sciences, University of Pretoria, Pretoria, South Africa.
M A HarrisDepartment of Plant and Soil Sciences, University of Pretoria, Pretoria, South Africa.
D W HopkinsScotland's Rural College, Edinburgh, EH9 3JG, UK.
H B HoungnandanUniversité Nationale d'Agriculture, Porto-Novo, Benin (Laboratoire de Microbiologie Des Sols Et d'Ecologie Microbienne), Porto-Novo, Benin.
P HoungnandanUniversité Nationale d'Agriculture, Porto-Novo, Benin (Laboratoire de Microbiologie Des Sols Et d'Ecologie Microbienne), Porto-Novo, Benin.
K JordaanCentre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa.
E KaimoyoUniversity of Zambia, Lusaka, Zambia.
A K KamburaTaita Taveta University, Voi, Kenya.
G Kamgan-NkuekamCentre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa.
T P MakhalanyaneDepartment of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa.
G Maggs-KöllingGobabeb-Namib Research Institute, Walvis Bay, Namibia.
E MaraisGobabeb-Namib Research Institute, Walvis Bay, Namibia.
H MondlaneCentro de Biotecnologia, Universidade Eduardo Mondlane, Maputo, Mozambique.
E NghalipoBiodiversity Research Centre, Department of Agriculture and Natural Resources Sciences, Namibia University of Science and Technology, Windhoek, Namibia.
B W OlivierDepartment of Plant and Soil Sciences, University of Pretoria, Pretoria, South Africa.
M OrtizCentre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa.
L R PertierraDepartment of Plant and Soil Sciences, University of Pretoria, Pretoria, South Africa.
J-B RamondCentre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa.
M SeelyGobabeb-Namib Research Institute, Walvis Bay, Namibia.
I Sithole-NiangDepartment of Biotechnology and Biochemistry, University of Zimbabwe, Harare, Zimbabwe.
A ValverdeCentre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa.
G VarlieroCentre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa.
S VikramCentre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa.
D H WallDepartment of Biology, Colorado State University, Fort Collins, USA.
A ZezeInstitut National Polytechnique Houphouet-Boigny, Cote d'Ivoire, Yamoussoukro, South Africa.
University of Pretoria · ZAGobabeb Training and Research Center · NAGandhara University · PKInstitut National Polytechnique Félix Houphouët-Boigny · CINamibia University of Science and Technology · NAUniversity of Zimbabwe · ZWColorado State University · USEduardo Mondlane University · MZInstitut de Recherche pour le Développement · FRPontificia Universidad Católica de Chile · CLScotland's Rural College · GBUniversity of Botswana · BWUniversity of Cape Town · ZAUniversity of Zambia · ZM

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTop-soil microbiomes make a vital contribution to the Earth's ecology and harbor an extraordinarily high biodiversity. They are also key players in many ecosystem services, particularly in arid regions of the globe such as the African continent. While several recent studies have documented patterns in global soil microbial ecology, these are largely biased towards widely studied regions and rely on models to interpolate the microbial diversity of other regions where there is low data coverage. This is the case for sub-Saharan Africa, where the number of regional microbial studies is very low in comparison to other continents.

resultsThe aim of this study was to conduct an extensive biogeographical survey of sub-Saharan Africa's top-soil microbiomes, with a specific focus on investigating the environmental drivers of microbial ecology across the region. In this study, we sampled 810 sample sites across 9 sub-Saharan African countries and used taxonomic barcoding to profile the microbial ecology of these regions. Our results showed that the sub-Saharan nations included in the study harbor qualitatively distinguishable soil microbiomes. In addition, using soil chemistry and climatic data extracted from the same sites, we demonstrated that the top-soil microbiome is shaped by a broad range of environmental factors, most notably pH, precipitation, and temperature. Through the use of structural equation modeling, we also developed a model to predict how soil microbial biodiversity in sub-Saharan Africa might be affected by future climate change scenarios. This model predicted that the soil microbial biodiversity of countries such as Kenya will be negatively affected by increased temperatures and decreased precipitation, while the fungal biodiversity of Benin will benefit from the increase in annual precipitation.

conclusionThis study represents the most extensive biogeographical survey of sub-Saharan top-soil microbiomes to date. Importantly, this study has allowed us to identify countries in sub-Saharan Africa that might be particularly vulnerable to losses in soil microbial ecology and productivity due to climate change. Considering the reliance of many economies in the region on rain-fed agriculture, this study provides crucial information to support conservation efforts in the countries that will be most heavily impacted by climate change. Video Abstract.

Indexed as

MicrobiotaSoilBiodiversityDesert ClimateEcosystemSoil MicrobiologySoilClimate changeEcosystem predictionsMicrobial biodiversitySoil microbiomeSub-Saharan Africa

Identifiers

PMID35996183
PMCPMC9396824
OpenAlexW4292693899

What OpenQuestion holds

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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.