Systems analysis unravels a common rural-urban gradient in immunological profile, function, and metabolic dependencies

被引:0
作者
Manurung, Mikhael D. [1 ,2 ]
Heieis, Graham A. [1 ]
Konig, Marion [1 ]
Azimi, Shohreh [1 ]
Ndao, Malick [3 ]
Veldhuizen, Tom [1 ]
Hoving, Dennis [1 ]
Hoekstra, Pytsje T. [1 ]
Kruize, Yvonne C. M. [1 ]
Wammes, Linda J. [1 ]
Menafra, Roberta [4 ]
Cisse, Marouba [1 ,3 ]
Mboup, Souleymane [5 ]
Dieye, Alioune [3 ]
Kloet, Susan [4 ]
Tahapary, Dicky L. [6 ]
Supali, Taniawati [7 ]
Wuhrer, Manfred [8 ]
Hokke, Cornelis H. [1 ]
Everts, Bart [1 ]
Mahfouz, Ahmed [2 ]
Jochems, Simon P. [1 ]
Yazdanbakhsh, Maria [1 ]
Mbow, Moustapha [3 ]
机构
[1] Leiden Univ Med Ctr, Leiden Univ Ctr Infect Dis LU CID, Leiden, Netherlands
[2] Leiden Univ Med Ctr, Dept Human Genet, Leiden, Netherlands
[3] Cheikh Anta Diop Univ Dakar, Fac Med Pharm & Odontol, Dept Immunol, Dakar, Senegal
[4] Leiden Univ Med Ctr, Leiden Genome Technol Ctr, Leiden, Netherlands
[5] Inst Hlth Res Epidemiol Surveillance & Training, Dakar, Senegal
[6] Univ Indonesia, Fac Med, Dept Internal Med, Jakarta, Indonesia
[7] Univ Indonesia, Fac Med, Dept Parasitol, Jakarta, Indonesia
[8] Leiden Univ Med Ctr, Ctr Prote & Metabol, Leiden, Netherlands
基金
欧洲研究理事会;
关键词
HUMAN IMMUNE-SYSTEM; HUMORAL RESPONSES; CELLS; MONOCYTES; ACTIVATION; BIOMARKER; CHILDREN; SEQUENCE; SUBSETS; DRIVEN;
D O I
10.1126/sciadv.adu0419
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Urbanization affects environmental exposures and lifestyle, shaping immune system variation and influencing disease susceptibility and vaccine responses. Here, we present systems analysis of immune profiles across the rural-urban gradient, comparing rural and urban Senegalese with urban Dutch individuals. By integrating single-cell phenotyping, metabolic profiling, and functional analysis, we reveal a trajectory of immune remodeling along the gradient. This includes enrichment of proinflammatory CD11c(+) B cells associated with altered IgG Fc glycosylation, adaptive NK cells with reduced responsiveness to accessory cytokines, and CD161(+)CD4(+)T cells with enhanced cytokine production in rural settings. Metabolic perturbation studies demonstrated distinct dependencies on glycolysis, pentose phosphate pathway, and fatty acid synthesis for cellular cytokine responses across populations. We validate core rural-urban immune signatures in an independent Indonesian cohort, suggesting shared immunological adaptations to urbanization across ancestries and geographical areas. Our findings provide insights into rural-urban immune function in understudied populations.
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页数:20
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共 112 条
[1]   Diet and mortality rates in Sub-Saharan Africa: Stages in the nutrition transition [J].
Abrahams, Zulfa ;
Mchiza, Zandile ;
Steyn, Nelia P. .
BMC PUBLIC HEALTH, 2011, 11
[2]   The Synergy between Palmitate and TNF-α for CCL2 Production Is Dependent on the TRIF/IRF3 Pathway: Implications for Metabolic Inflammation [J].
Ahmad, Rasheed ;
Al-Roub, Areej ;
Kochumon, Shihab ;
Akther, Nadeem ;
Thomas, Reeby ;
Kumari, Manju ;
Koshy, Merin S. ;
Tiss, Ali ;
Hannun, Yusuf A. ;
Tuomilehto, Jaakko ;
Sindhu, Sardar ;
Rosen, Evan D. .
JOURNAL OF IMMUNOLOGY, 2018, 200 (10) :3599-3611
[3]   Reduced Expression of HLA-DR on Monocytes During Severe Respiratory Syncytial Virus Infections [J].
Ahout, Inge M. L. ;
Jans, Jop ;
Haroutiounian, Lilid ;
Simonetti, Elles R. ;
van der Gaast-de Jongh, Christa ;
Diavatopoulos, Dimitri A. ;
de Jonge, Marien I. ;
de Groot, Ronald ;
Ferwerda, Gerben .
PEDIATRIC INFECTIOUS DISEASE JOURNAL, 2016, 35 (03) :E89-E96
[4]   Immunosenescence and Its Hallmarks: How to Oppose Aging Strategically? A Review of Potential Options for Therapeutic Intervention [J].
Aiello, Anna ;
Farzaneh, Farzin ;
Candore, Giuseppina ;
Caruso, Calogero ;
Davinelli, Sergio ;
Gambino, Caterina Maria ;
Ligotti, Mattia Emanuela ;
Zareian, Nahid ;
Accardi, Giulia .
FRONTIERS IN IMMUNOLOGY, 2019, 10
[5]   Supervised dimensionality reduction for exploration of single-cell data by HSS-LDA [J].
Amouzgar, Meelad ;
Glass, David R. ;
Baskar, Reema ;
Averbukh, Inna ;
Kimmey, Samuel C. ;
Tsai, Albert G. ;
Hartmann, Felix J. ;
Bendall, Sean C. .
PATTERNS, 2022, 3 (08)
[6]   MOFA plus : a statistical framework for comprehensive integration of multi-modal single-cell data [J].
Argelaguet, Ricard ;
Arnol, Damien ;
Bredikhin, Danila ;
Deloro, Yonatan ;
Velten, Britta ;
Marioni, John C. ;
Stegle, Oliver .
GENOME BIOLOGY, 2020, 21 (01)
[7]   Multi-Omics Factor Analysis-a framework for unsupervised integration of multi-omics data sets [J].
Argelaguet, Ricard ;
Velten, Britta ;
Arnol, Damien ;
Dietrich, Sascha ;
Zenz, Thorsten ;
Marioni, John C. ;
Buettner, Florian ;
Huber, Wolfgang ;
Stegle, Oliver .
MOLECULAR SYSTEMS BIOLOGY, 2018, 14 (06)
[8]  
Bodenheimer T., 2020, bioRxiv
[9]   Antimalarial artesunate-mefloquine versus praziquantel in African children with schistosomiasis: an open-label, randomized controlled trial [J].
Bottieau, Emmanuel ;
Mbow, Moustapha ;
Brosius, Isabel ;
Roucher, Clementine ;
Gueye, Cheikh Tidiane ;
Mbodj, Ousmane Thiam ;
Faye, Babacar Thiendella ;
De Hondt, Annelies ;
Smekens, Bart ;
Arango, Diana ;
Burm, Christophe ;
Tsoumanis, Achilleas ;
Paredis, Linda ;
Van Herrewege, Yven ;
Potters, Idzi ;
Richter, Joachim ;
Rosanas-Urgell, Anna ;
Cisse, Badara ;
Mboup, Souleymane ;
Polman, Katja .
NATURE MEDICINE, 2024, 30 (01) :130-+
[10]   Reduced Ebola vaccine responses in CMV+ young adults is associated with expansion of CD57+KLRG1+ T cells [J].
Bowyer, Georgina ;
Sharpe, Hannah ;
Venkatraman, Navin ;
Ndiaye, Pierre Birahim ;
Wade, Djibril ;
Brenner, Nicole ;
Mentzer, Alex ;
Mair, Catherine ;
Waterboer, Tim ;
Lambe, Teresa ;
Dieye, Tandakha ;
Mboup, Souleymane ;
Hill, Adrian V. S. ;
Ewer, Katie J. .
JOURNAL OF EXPERIMENTAL MEDICINE, 2020, 217 (07)