Evidence map›Paper›PMID 34725254›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

Plant ecological genomics at the limits of life in the Atacama Desert.

Gil Eshel, Viviana Araus, Soledad Undurraga, Daniela C Soto, Carol Moraga, Alejandro Montecinos, Tomás Moyano, Jonathan Maldonado, Francisca P Díaz, Kranthi Varala and 17 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.

0numbers the graph read from it
0cells of the map it votes in
41citing 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

41 citing papers in PubMed.

  1. Review
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  3. Ecosystem-Centered Robot Design: Toward Ecoresorbable Sustainability Robots (ESRs).Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  4. Review
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Review
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  12. Review
  13. Genetic Diversity and Conservation ofPlants (Basel, Switzerland) · 2025
    Article
  14. Article
  15. Phenological and Fungal Interactions ofPlants (Basel, Switzerland) · 2024
    Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Seed or soil: Tracing back the plant mycobiota primary sources.Environmental microbiology reports · 2024
    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

27 authors.

Gil EshelCenter for Genomics and Systems Biology, Department of Biology, New York University, New York, NY 10003.
Viviana ArausFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Soledad UndurragaFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Daniela C SotoFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Carol MoragaFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Alejandro MontecinosFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Tomás MoyanoFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Jonathan MaldonadoFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Francisca P DíazFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.ORCID 0000-0002-1100-7801
Kranthi VaralaDepartment of Horticulture and Landscape Architecture, Purdue University, West Lafayette, IN 47907.ORCID 0000-0003-1051-6636
Chase W NelsonInstitute for Comparative Genomics, American Museum of Natural History, New York, NY 10024-5102.
Orlando Contreras-LópezFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.ORCID 0000-0002-4048-6637
Henrietta Pal-GaborFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Tatiana KraiserFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Gabriela Carrasco-PugaFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Ricardo Nilo-PoyancoFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Charles M ZegarCenter for Genomics and Systems Biology, Department of Biology, New York University, New York, NY 10003.
Ariel OrellanaFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Martín MontecinoFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Alejandro MaassFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile.
Miguel L AllendeDepartamento de Biología, Facultad de Ciencias, Universidad de Chile, Santiago 7800003, Chile.ORCID 0000-0002-2783-2152
Robert DeSalleInstitute for Comparative Genomics, American Museum of Natural History, New York, NY 10024-5102.
Dennis W StevensonNew York Botanical Garden, Bronx, NY 10458.
Mauricio GonzálezLaboratorio de Bioinformática y Expresión Génica, Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile, Santiago 7830490, Chile.
Claudio LatorreDepartamento de Ecología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile.
Gloria M CoruzziCenter for Genomics and Systems Biology, Department of Biology, New York University, New York, NY 10003; gloria.coruzzi@nyu.edu rgutierrez@bio.puc.cl.ORCID 0000-0003-2608-2166
Rodrigo A GutiérrezFondo de Desarrollo de Areas Prioritarias (FONDAP) Center for Genome Regulation, Santiago 8370415, Chile; gloria.coruzzi@nyu.edu rgutierrez@bio.puc.cl.ORCID 0000-0002-5961-5005

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Atacama Desert in Chile-hyperarid and with high-ultraviolet irradiance levels-is one of the harshest environments on Earth. Yet, dozens of species grow there, including Atacama-endemic plants. Herein, we establish the Talabre-Lejía transect (TLT) in the Atacama as an unparalleled natural laboratory to study plant adaptation to extreme environmental conditions. We characterized climate, soil, plant, and soil-microbe diversity at 22 sites (every 100 m of altitude) along the TLT over a 10-y period. We quantified drought, nutrient deficiencies, large diurnal temperature oscillations, and pH gradients that define three distinct vegetational belts along the altitudinal cline. We deep-sequenced transcriptomes of 32 dominant plant species spanning the major plant clades, and assessed soil microbes by metabarcoding sequencing. The top-expressed genes in the 32 Atacama species are enriched in stress responses, metabolism, and energy production. Moreover, their root-associated soils are enriched in growth-promoting bacteria, including nitrogen fixers. To identify genes associated with plant adaptation to harsh environments, we compared 32 Atacama species with the 32 closest sequenced species, comprising 70 taxa and 1,686,950 proteins. To perform phylogenomic reconstruction, we concatenated 15,972 ortholog groups into a supermatrix of 8,599,764 amino acids. Using two codon-based methods, we identified 265 candidate positively selected genes (PSGs) in the Atacama plants, 64% of which are located in Pfam domains, supporting their functional relevance. For 59/184 PSGs with an

Indexed as

AltitudeChileClimate ChangeDesert ClimateEcosystemGenomicsPhylogenyPlantsSoilSoil MicrobiologySoiladaptationdesertevolutionmicrobiomestress

Identifiers

PMID34725254
PMCPMC8609638

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.