---
title: "Nature Communications 2022 — papers — Elamur Research"
description: "Nature Communications 2022 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/nature-communications/2022/"
---
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# Nature Communications 2022 — papers

The works of Nature Communications published in 2022 that our library holds (publisher: Nature Portfolio): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**7,617** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/nature-communications/2022/#works) · [**93** citations of these works](https://md.research.elamur.ai/free/en/venues/nature-communications/2022/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials ↗](https://doi.org/10.1038/s41467-022-29939-5)**Simon Batzner, Albert Musaelian, Lixin Sun et al.*1,911 citations*
2. **[The Medical Segmentation Decathlon ↗](https://doi.org/10.1038/s41467-022-30695-9)**Michela Antonelli, Annika Reinke, Spyridon Bakas et al.*1,325 citations*
3. **[Harnessing protein folding neural networks for peptide–protein docking ↗](https://doi.org/10.1038/s41467-021-27838-9)**Tomer Tsaban, Julia K. Varga, Orly Avraham et al.*1,199 citations*
4. **[Muscle5: High-accuracy alignment ensembles enable unbiased assessments of sequence homology and phylogeny ↗](https://doi.org/10.1038/s41467-022-34630-w)**R. C. Edgar*1,194 citations*
5. **[Rhizosphere bacteriome structure and functions ↗](https://doi.org/10.1038/s41467-022-28448-9)**Ning Ling, Tingting Wang, Yakov V. Kuzyakov*1,164 citations*
6. **[Improved prediction of protein-protein interactions using AlphaFold2 ↗](https://doi.org/10.1038/s41467-022-28865-w)**Patrick Bryant, Gabriele Pozzati, Arne Elofsson*1,006 citations*
7. **[Microbiome differential abundance methods produce different results across 38 datasets ↗](https://doi.org/10.1038/s41467-022-28034-z)**Jacob T. Nearing, Gavin M. Douglas, Molly G. Hayes et al.*992 citations*
8. **[A new gene set identifies senescent cells and predicts senescence-associated pathways across tissues ↗](https://doi.org/10.1038/s41467-022-32552-1)**Dominik Saul, Robyn Laura Kosinsky, Elizabeth J. Atkinson et al.*988 citations*
9. **[Flood exposure and poverty in 188 countries ↗](https://doi.org/10.1038/s41467-022-30727-4)**Jun Erik Maruyama Rentschler, Melda Salhab, Bramka Arga Jafino*987 citations*
10. **[Assessment of global health risk of antibiotic resistance genes ↗](https://doi.org/10.1038/s41467-022-29283-8)**Zhenyan Zhang, Qi Zhang, Tingzhang Wang et al.*976 citations*

## All works of the year (7,617)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials ↗](https://doi.org/10.1038/s41467-022-29939-5)**Simon Batzner, Albert Musaelian, Lixin Sun et al.*1,911 citations*
2. **[The Medical Segmentation Decathlon ↗](https://doi.org/10.1038/s41467-022-30695-9)**Michela Antonelli, Annika Reinke, Spyridon Bakas et al.*1,325 citations*
3. **[Harnessing protein folding neural networks for peptide–protein docking ↗](https://doi.org/10.1038/s41467-021-27838-9)**Tomer Tsaban, Julia K. Varga, Orly Avraham et al.*1,199 citations*
4. **[Muscle5: High-accuracy alignment ensembles enable unbiased assessments of sequence homology and phylogeny ↗](https://doi.org/10.1038/s41467-022-34630-w)**R. C. Edgar*1,194 citations*
5. **[Rhizosphere bacteriome structure and functions ↗](https://doi.org/10.1038/s41467-022-28448-9)**Ning Ling, Tingting Wang, Yakov V. Kuzyakov*1,164 citations*
6. **[Improved prediction of protein-protein interactions using AlphaFold2 ↗](https://doi.org/10.1038/s41467-022-28865-w)**Patrick Bryant, Gabriele Pozzati, Arne Elofsson*1,006 citations*
7. **[Microbiome differential abundance methods produce different results across 38 datasets ↗](https://doi.org/10.1038/s41467-022-28034-z)**Jacob T. Nearing, Gavin M. Douglas, Molly G. Hayes et al.*992 citations*
8. **[A new gene set identifies senescent cells and predicts senescence-associated pathways across tissues ↗](https://doi.org/10.1038/s41467-022-32552-1)**Dominik Saul, Robyn Laura Kosinsky, Elizabeth J. Atkinson et al.*988 citations*
9. **[Flood exposure and poverty in 188 countries ↗](https://doi.org/10.1038/s41467-022-30727-4)**Jun Erik Maruyama Rentschler, Melda Salhab, Bramka Arga Jafino*987 citations*
10. **[Assessment of global health risk of antibiotic resistance genes ↗](https://doi.org/10.1038/s41467-022-29283-8)**Zhenyan Zhang, Qi Zhang, Tingzhang Wang et al.*976 citations*
11. **[Single-cell and spatial analysis reveal interaction of FAP+ fibroblasts and SPP1+ macrophages in colorectal cancer ↗](https://doi.org/10.1038/s41467-022-29366-6)**Jingjing Qi, Hongxiang Sun, Yao Zhang et al.*952 citations*
12. **[Global stocks and capacity of mineral-associated soil organic carbon ↗](https://doi.org/10.1038/s41467-022-31540-9)**Katerina Georgiou, Robert B. Jackson, Olga Vindušková et al.*936 citations*
13. **[Splicing the active phases of copper/cobalt-based catalysts achieves high-rate tandem electroreduction of nitrate to ammonia ↗](https://doi.org/10.1038/s41467-022-28728-4)**Wenhui He, Jian Zhang, Stefan Dieckhöfer et al.*864 citations*
14. **[Machine learning-based integration develops an immune-derived lncRNA signature for improving outcomes in colorectal cancer ↗](https://doi.org/10.1038/s41467-022-28421-6)**Zaoqu Liu, Long Liu, Siyuan Weng et al.*843 citations*
15. **[Active hydrogen boosts electrochemical nitrate reduction to ammonia ↗](https://doi.org/10.1038/s41467-022-35664-w)**Kui Fan, Wenfu Xie, Jinze Li et al.*840 citations*
16. **[Ampere-level current density ammonia electrochemical synthesis using CuCo nanosheets simulating nitrite reductase bifunctional nature ↗](https://doi.org/10.1038/s41467-022-35533-6)**Jia-Yi Fang, Qizheng Zheng, Yao‐Yin Lou et al.*824 citations*
17. **[Data-driven capacity estimation of commercial lithium-ion batteries from voltage relaxation ↗](https://doi.org/10.1038/s41467-022-29837-w)**Jiangong Zhu, Yixiu Wang, Yuan Huang et al.*815 citations*
18. **[ProtGPT2 is a deep unsupervised language model for protein design ↗](https://doi.org/10.1038/s41467-022-32007-7)**Noelia Ferruz, Steffen Schmidt, Birte Höcker*780 citations*
19. **[Fully-automated and ultra-fast cell-type identification using specific marker combinations from single-cell transcriptomic data ↗](https://doi.org/10.1038/s41467-022-28803-w)**Aleksandr Ianevski, Anil Kumar Giri, Tero A. Aittokallio*764 citations*
20. **[Systematic and quantitative view of the antiviral arsenal of prokaryotes ↗](https://doi.org/10.1038/s41467-022-30269-9)**Florian Tesson, Alexandre Hervé, Ernest Mordret et al.*759 citations*
21. **[Unraveling the electronegativity-dominated intermediate adsorption on high-entropy alloy electrocatalysts ↗](https://doi.org/10.1038/s41467-022-30379-4)**Jiace Hao, Zechao C. Zhuang, Kecheng Cao et al.*757 citations*
22. **[Subnanometric Ru clusters with upshifted D band center improve performance for alkaline hydrogen evolution reaction ↗](https://doi.org/10.1038/s41467-022-31660-2)**Qi Lin Hu, Keru Gao, Xiaodeng Wang et al.*741 citations*
23. **[Deciphering spatial domains from spatially resolved transcriptomics with an adaptive graph attention auto-encoder ↗](https://doi.org/10.1038/s41467-022-29439-6)**Kangning Dong, Shihua Zhang*736 citations*
24. **[Perspectives in machine learning for wildlife conservation ↗](https://doi.org/10.1038/s41467-022-27980-y)**Devis Tuia, Benjamin Kellenberger, Sara Beery et al.*723 citations*
25. **[Programmable probiotics modulate inflammation and gut microbiota for inflammatory bowel disease treatment after effective oral delivery ↗](https://doi.org/10.1038/s41467-022-31171-0)**Jun Zhou, Maoyi Li, Qiufang Chen et al.*695 citations*

[See all 7,617 papers in Nature Communications 2022 — papers →](https://md.research.elamur.ai/free/en/venues/nature-communications/2022/papers/)

## Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. **[Mapping global dynamics of benchmark creation and saturation in artificial intelligence](https://md.research.elamur.ai/free/en/papers/ott-2022-mapping-global-dynamics-benchmark-creation/) [Nature Communications](https://md.research.elamur.ai/free/en/venues/nature-communications/)**Simon Ott, Adriano Barbosa-Silva, Kathrin Blagec, et al.*2022 · 93 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/)

## Fields

[Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Decision Sciences (1)](https://md.research.elamur.ai/free/en/shelves/decision-sciences/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Jan Brauner**1 work here · 93 citations](https://md.research.elamur.ai/free/en/authors/jan-brauner/) · [🧑‍🔬**Matthias Samwald**1 work here · 93 citations](https://md.research.elamur.ai/free/en/authors/matthias-samwald/) · [🧑‍🔬**Simon Ott**1 work here · 93 citations](https://md.research.elamur.ai/free/en/authors/simon-ott/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**University of Oxford** Oxford · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) · [🎓**Medical University of Vienna** Vienna · Austria 1 work here](https://md.research.elamur.ai/free/en/universities/medical-university-of-vienna/)

works and citations from OpenAlex and our library.

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