Temperature-dependent spatial and temporal trends in archaeal lipid distributions

Abstract Isoprenoid glycerol dialkyl glycerol tetraethers are key archaeal lipids widely applied in biogeochemistry. Compounds with zero cyclopentane rings and those with four cyclopentane and one cyclohexane ring dominate in marine sediments and are crucial for investigating archaeal evolution and...

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Main Authors: Siqi Zhao, Rui Bao, Long Zhou, Mingzhi Liu, Xiang Sun, Zhen Gao, Yang Zhou, Nan Wang, Yipeng Wang, Junhui Chen, Lei Xing, Chuanlun Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Communications Earth & Environment
Online Access:https://doi.org/10.1038/s43247-025-02450-7
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author Siqi Zhao
Rui Bao
Long Zhou
Mingzhi Liu
Xiang Sun
Zhen Gao
Yang Zhou
Nan Wang
Yipeng Wang
Junhui Chen
Lei Xing
Chuanlun Zhang
author_facet Siqi Zhao
Rui Bao
Long Zhou
Mingzhi Liu
Xiang Sun
Zhen Gao
Yang Zhou
Nan Wang
Yipeng Wang
Junhui Chen
Lei Xing
Chuanlun Zhang
author_sort Siqi Zhao
collection DOAJ
description Abstract Isoprenoid glycerol dialkyl glycerol tetraethers are key archaeal lipids widely applied in biogeochemistry. Compounds with zero cyclopentane rings and those with four cyclopentane and one cyclohexane ring dominate in marine sediments and are crucial for investigating archaeal evolution and adaptation. However, the mechanisms regulating their distribution patterns remain unclear. Here we use molecular dynamics simulations to examine their structural properties under increasing temperatures and find that temperature-dependent behaviors govern their global spatial distributions. Consistent distribution patterns across different geological epochs, revealed by thousands of geochemical records, suggest that Earth’s temperature may have constrained long-term temporal trends of archaeal lipids. Reinforcement learning results further show that average atmospheric carbon dioxide levels since the Late Jurassic are closely associated with these two archaeal lipid distribution patterns, enabling predictions for more ancient sedimentary records, which can benefit for understanding the long-term adaptation strategy for the evolutionary and ecological significance of archaea.
format Article
id doaj-art-7daeb1e4b10a4ef89a798a64efd17496
institution Kabale University
issn 2662-4435
language English
publishDate 2025-08-01
publisher Nature Portfolio
record_format Article
series Communications Earth & Environment
spelling doaj-art-7daeb1e4b10a4ef89a798a64efd174962025-08-20T03:46:16ZengNature PortfolioCommunications Earth & Environment2662-44352025-08-016111110.1038/s43247-025-02450-7Temperature-dependent spatial and temporal trends in archaeal lipid distributionsSiqi Zhao0Rui Bao1Long Zhou2Mingzhi Liu3Xiang Sun4Zhen Gao5Yang Zhou6Nan Wang7Yipeng Wang8Junhui Chen9Lei Xing10Chuanlun Zhang11Frontiers Science Center for Deep Ocean Multispheres and Earth System, and Key Laboratory of Marine Chemistry Theory and Technology, Ministry of Education/Institute for Advanced Ocean Studies, Ocean University of ChinaFrontiers Science Center for Deep Ocean Multispheres and Earth System, and Key Laboratory of Marine Chemistry Theory and Technology, Ministry of Education/Institute for Advanced Ocean Studies, Ocean University of ChinaFrontiers Science Center for Deep Ocean Multispheres and Earth System, and Key Laboratory of Marine Chemistry Theory and Technology, Ministry of Education/Institute for Advanced Ocean Studies, Ocean University of ChinaFrontiers Science Center for Deep Ocean Multispheres and Earth System, and Key Laboratory of Marine Chemistry Theory and Technology, Ministry of Education/Institute for Advanced Ocean Studies, Ocean University of ChinaSchool of Mathematical Sciences, Ocean University of ChinaSchool of Mathematical Sciences, Ocean University of ChinaGuangzhou Marine Geological Survey, China Geological Survey, Ministry of Land and ResourcesFrontiers Science Center for Deep Ocean Multispheres and Earth System, Key Lab of Submarine, Ocean University of ChinaFrontiers Science Center for Deep Ocean Multispheres and Earth System, and Key Laboratory of Marine Chemistry Theory and Technology, Ministry of Education/Institute for Advanced Ocean Studies, Ocean University of ChinaMarine Bioresource and Environment Research Center, Key Laboratory of Marine Eco-Environmental Science and Technology, First Institute of Oceanography, Ministry of Natural ResourcesFrontiers Science Center for Deep Ocean Multispheres and Earth System, and Key Laboratory of Marine Chemistry Theory and Technology, Ministry of Education/Institute for Advanced Ocean Studies, Ocean University of ChinaShenzhen Key Laboratory of Marine Archaea Geo‑Omics, Southern University of Science and TechnologyAbstract Isoprenoid glycerol dialkyl glycerol tetraethers are key archaeal lipids widely applied in biogeochemistry. Compounds with zero cyclopentane rings and those with four cyclopentane and one cyclohexane ring dominate in marine sediments and are crucial for investigating archaeal evolution and adaptation. However, the mechanisms regulating their distribution patterns remain unclear. Here we use molecular dynamics simulations to examine their structural properties under increasing temperatures and find that temperature-dependent behaviors govern their global spatial distributions. Consistent distribution patterns across different geological epochs, revealed by thousands of geochemical records, suggest that Earth’s temperature may have constrained long-term temporal trends of archaeal lipids. Reinforcement learning results further show that average atmospheric carbon dioxide levels since the Late Jurassic are closely associated with these two archaeal lipid distribution patterns, enabling predictions for more ancient sedimentary records, which can benefit for understanding the long-term adaptation strategy for the evolutionary and ecological significance of archaea.https://doi.org/10.1038/s43247-025-02450-7
spellingShingle Siqi Zhao
Rui Bao
Long Zhou
Mingzhi Liu
Xiang Sun
Zhen Gao
Yang Zhou
Nan Wang
Yipeng Wang
Junhui Chen
Lei Xing
Chuanlun Zhang
Temperature-dependent spatial and temporal trends in archaeal lipid distributions
Communications Earth & Environment
title Temperature-dependent spatial and temporal trends in archaeal lipid distributions
title_full Temperature-dependent spatial and temporal trends in archaeal lipid distributions
title_fullStr Temperature-dependent spatial and temporal trends in archaeal lipid distributions
title_full_unstemmed Temperature-dependent spatial and temporal trends in archaeal lipid distributions
title_short Temperature-dependent spatial and temporal trends in archaeal lipid distributions
title_sort temperature dependent spatial and temporal trends in archaeal lipid distributions
url https://doi.org/10.1038/s43247-025-02450-7
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