Evidence map›Paper›PMID 41771878›Full record

ArticleNature communications2026

The key role of nanoparticle concentration gradient in aerosol initial growth.

Runlong Cai, Xiaoxiao Li, Yuyang Li, Sara Blichner, Dominik Stolzenburg, Qiaozhi Zha, Jing Cai, Wei Nie, Chao Yan, Dan Dan Huang and 21 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

31 authors.

Runlong CaiShanghai Key Laboratory of Air Quality and Environmental Health, Department of Environmental Science & Engineering, Fudan University, Shanghai, China. runlong_cai@fudan.edu.cn.ORCID http://orcid.org/0000-0002-6630-0896
Xiaoxiao LiSchool of Resource and Environmental Sciences, Wuhan University, Wuhan, China.
Yuyang LiState Key Laboratory of Regional Environment and Sustainability, School of Environment, Tsinghua University, Beijing, China.
Sara BlichnerBolin Centre for Climate Research, Stockholm University, Stockholm, Sweden.ORCID http://orcid.org/0000-0001-9055-5330
Dominik StolzenburgInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0003-1014-1360
Qiaozhi ZhaInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0001-6301-7086
Jing CaiInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.
Wei NieJoint International Research Laboratory of Atmospheric and Earth System Research, School of Atmospheric Sciences, Nanjing University, Nanjing, China.ORCID http://orcid.org/0000-0002-6048-0515
Chao YanJoint International Research Laboratory of Atmospheric and Earth System Research, School of Atmospheric Sciences, Nanjing University, Nanjing, China.ORCID http://orcid.org/0000-0002-5735-9597
Dan Dan HuangState Environmental Protection Key Laboratory of Formation and Prevention of Urban Air Pollution Complex, Shanghai Academy of Environmental Sciences, Shanghai, China.
Zhe WangDivision of Environment and Sustainability, The Hong Kong University of Science and Technology, Hong Kong, China.
Jin WuState Key Laboratory of Regional Environment and Sustainability, School of Environment, Tsinghua University, Beijing, China.
Rujing YinKey Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), School of Environmental Science and Technology, Dalian University of Technology, Dalian, China.
Nina SarnelaInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0003-1874-3235
Wei HuangInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.
Santeri TuovinenInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.
Sebastian HolmInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0003-2888-5122
Lauri AhonenInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-2534-6898
Lei YaoShanghai Key Laboratory of Air Quality and Environmental Health, Department of Environmental Science & Engineering, Fudan University, Shanghai, China.ORCID http://orcid.org/0000-0002-2680-1629
Aijun DingJoint International Research Laboratory of Atmospheric and Earth System Research, School of Atmospheric Sciences, Nanjing University, Nanjing, China.ORCID http://orcid.org/0000-0003-4481-5386
Federico BianchiInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0003-2996-3604
Yongchun LiuAerosol and Haze Laboratory, Beijing Advanced Innovation Center for Soft Matter Science and Engineering, Beijing University of Chemical Technology, Beijing, China.
Paul M WinklerFaculty of Physics, University of Vienna, Vienna, Austria.ORCID http://orcid.org/0000-0001-6861-6029
Tuukka PetäjäInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-1881-9044
Jianmin ChenShanghai Key Laboratory of Air Quality and Environmental Health, Department of Environmental Science & Engineering, Fudan University, Shanghai, China.ORCID http://orcid.org/0000-0001-5859-3070
Veli-Matti KerminenInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-0706-669X
Lin WangShanghai Key Laboratory of Air Quality and Environmental Health, Department of Environmental Science & Engineering, Fudan University, Shanghai, China.ORCID http://orcid.org/0000-0002-4905-3432
Douglas WorsnopInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-8928-8017
Jingkun JiangState Key Laboratory of Regional Environment and Sustainability, School of Environment, Tsinghua University, Beijing, China. jiangjk@tsinghua.edu.cn.ORCID http://orcid.org/0000-0001-6172-190X
Markku KulmalaInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland. markku.kulmala@helsinki.fi.ORCID http://orcid.org/0000-0003-3464-7825
Juha KangasluomaInstitute for Atmospheric and Earth System Research / Physics, Faculty of Science, University of Helsinki, Helsinki, Finland.

Funding

National Natural Science Foundation of China (National Science Foundation of China) 22406024
6 · The paper itself

Abstract

New particle formation has been estimated to produce more than half of the global cloud condensation nuclei and profoundly impacts clouds, climate, and air quality. The initial growth from the cluster size ( ~ 1 nm) to a few nanometers, for which the underlying mechanisms can be very different from the subsequent growth, is the most critical stage for new particles to become climate-relevant. However, initial growth mechanisms evidenced by controlled laboratory experiments can rarely explain observations from the real atmosphere. Here we show that a large nanoparticle concentration gradient in the size space can drive unexpected rapid initial growth based on measurements across the globe. It accelerates the condensation of globally abundant oxygenated organic molecules onto a population of new particles compared to a single particle, and substantially increases the fraction of new particles that survive to climate- and air-quality-relevant sizes. Our findings provide insights into explaining the puzzle of the frequent new particle formation events in polluted urban environments and indicate an even more important role of new particle formation in climate predictions.

Identifiers

PMID41771878
PMCPMC13065832

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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.