Plasma proteometabolome in lung cancer: exploring biomarkers through bidirectional Mendelian randomization and colocalization analysis

被引:0
作者
Dong, Bo [1 ,2 ]
Wang, Mengyao [1 ,2 ]
Li, Kaixiu [1 ,2 ]
Li, Zuwei [1 ,2 ]
Liu, Lunxu [1 ,2 ]
Shen, Shensi [1 ,2 ]
机构
[1] Sichuan Univ, West China Hosp, Dept Thorac Surg, Chengdu 610041, Peoples R China
[2] Sichuan Univ, West China Hosp, Inst Thorac Oncol, Natl Clin Res Ctr Geriatr, Chengdu 610041, Peoples R China
基金
中国国家自然科学基金;
关键词
Plasma proteometabolome; lung cancer; Mendelian randomization; single-nucleotide polymorphisms; LYMPH-NODE METASTASIS; GENOMIC ATLAS; PROMOTES; METAANALYSIS; PROGRESSION; CONTACTIN; PROTEINS; GENETICS; GENES;
D O I
10.1093/hmg/ddae110
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Unlike other cancers with widespread screening (breast, colorectal, cervical, prostate, and skin), lung nodule biopsies for positive screenings have higher morbidity with clinical complications. Development of non-invasive diagnostic biomarkers could thereby significantly enhance lung cancer management for at-risk patients. Here, we leverage Mendelian Randomization (MR) to investigate the plasma proteome and metabolome for potential biomarkers relevant to lung cancer. Utilizing bidirectional MR and co-localization analyses, we identify novel associations, highlighting inverse relationships between plasma proteins SFTPB and KDELC2 in lung adenocarcinoma (LUAD) and positive associations of TCL1A with lung squamous cell carcinoma (LUSC) and CNTN1 with small cell lung cancer (SCLC). Additionally, our work reveals significant negative correlations between metabolites such as theobromine and paraxanthine, along with paraxanthine-related ratios, in both LUAD and LUSC. Conversely, positive correlations are found in caffeine/paraxanthine and arachidonate (20:4n6)/paraxanthine ratios with these cancer types. Through single-cell sequencing data of normal lung tissue, we further explore the role of lung tissue-specific protein SFTPB in carcinogenesis. These findings offer new insights into lung cancer etiology, potentially guiding the development of diagnostic biomarkers and therapeutic approaches.
引用
收藏
页码:1688 / 1696
页数:9
相关论文
共 62 条
  • [1] Plasma protein biomarker profiling reveals major differences between acute leukaemia, lymphoma patients and controls
    Abu Sabaa, Amal
    Shen, Qiujin
    Lennmyr, Emma Bergfelt
    Enblad, Anna Pia
    Gammelgard, Gustav
    Molin, Daniel
    Hein, Anders
    Freyhult, Eva
    Kamali-Moghaddam, Masood
    Hoglund, Martin
    Enblad, Gunilla
    Eriksson, Anna
    [J]. NEW BIOTECHNOLOGY, 2022, 71 : 21 - 29
  • [2] Natural products targeting into cancer hallmarks: An update on caffeine, theobromine, and (+)-catechin
    Cadona, Francine C.
    Dantas, Rafael Ferreira
    de Mello, Gabriela Haas
    Silva-Jr, Floriano Paes
    [J]. CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION, 2022, 62 (26) : 7222 - 7241
  • [3] Non-invasive early detection of cancer four years before conventional diagnosis using a blood test
    Chen, Xingdong
    Gole, Jeffrey
    Gore, Athurva
    He, Qiye
    Lu, Ming
    Min, Jun
    Yuan, Ziyu
    Yang, Xiaorong
    Jiang, Yanfeng
    Zhang, Tiejun
    Suo, Chen
    Li, Xiaojie
    Cheng, Lei
    Zhang, Zhenhua
    Niu, Hongyu
    Li, Zhe
    Xie, Zhen
    Shi, Han
    Zhang, Xiang
    Fan, Min
    Wang, Xiaofeng
    Yang, Yajun
    Dang, Justin
    McConnell, Catie
    Zhang, Juan
    Wang, Jiucun
    Yu, Shunzhang
    Ye, Weimin
    Gao, Yuan
    Zhang, Kun
    Liu, Rui
    Jin, Li
    [J]. NATURE COMMUNICATIONS, 2020, 11 (01)
  • [4] Genomic atlas of the plasma metabolome prioritizes metabolites implicated in human diseases
    Chen, Yiheng
    Lu, Tianyuan
    Pettersson-Kymmer, Ulrika
    Stewart, Isobel D.
    Butler-Laporte, Guillaume
    Nakanishi, Tomoko
    Cerani, Agustin
    Liang, Kevin Y. H.
    Yoshiji, Satoshi
    Willett, Julian Daniel Sunday
    Su, Chen-Yang
    Raina, Parminder
    Greenwood, Celia M. T.
    Farjoun, Yossi
    Forgetta, Vincenzo
    Langenberg, Claudia
    Zhou, Sirui
    Ohlsson, Claes
    Richards, J. Brent
    [J]. NATURE GENETICS, 2023, 55 (01) : 44 - +
  • [5] Non-linear Mendelian randomization publications on vitamin D report spurious findings and require major correction
    Davey Smith, George
    [J]. EUROPEAN HEART JOURNAL, 2024, 45 (29) : 2677 - 2678
  • [6] Reading Mendelian randomisation studies: a guide, glossary, and checklist for clinicians
    Davies, Neil M.
    Holmes, Michael V.
    Smith, George Davey
    [J]. BMJ-BRITISH MEDICAL JOURNAL, 2018, 362
  • [7] Contactin is expressed in human astrocytic gliomas and mediates repulsive effects
    Eckerich, C
    Zapf, S
    Ulbricht, U
    Müller, S
    Fillbrandt, R
    Westphal, M
    Lamszus, K
    [J]. GLIA, 2006, 53 (01) : 1 - 12
  • [8] Co-regulatory networks of human serum proteins link genetics to disease
    Emilsson, Valur
    Ilkov, Marjan
    Lamb, John R.
    Finkel, Nancy
    Gudmundsson, Elias F.
    Pitts, Rebecca
    Hoover, Heather
    Gudmundsdottir, Valborg
    Horman, Shane R.
    Aspelund, Thor
    Shu, Le
    Trifonov, Vladimir
    Sigurdsson, Sigurdur
    Manolescu, Andrei
    Zhu, Jun
    Olafsson, Orn
    Jakobsdottir, Johanna
    Lesley, Scott A.
    To, Jeremy
    Zhang, Jia
    Harris, Tamara B.
    Launer, Lenore J.
    Zhang, Bin
    Eiriksdottir, Gudny
    Yang, Xia
    Orth, Anthony P.
    Jennings, Lori L.
    Gudnason, Vilmundur
    [J]. SCIENCE, 2018, 361 (6404) : 769 - 773
  • [9] Large-scale integration of the plasma proteome with genetics and disease
    Ferkingstad, Egil
    Sulem, Patrick
    Atlason, Bjarni A.
    Sveinbjornsson, Gardar
    Magnusson, Magnus I.
    Styrmisdottir, Edda L.
    Gunnarsdottir, Kristbjorg
    Helgason, Agnar
    Oddsson, Asmundur
    Halldorsson, Bjarni V.
    Jensson, Brynjar O.
    Zink, Florian
    Halldorsson, Gisli H.
    Masson, Gisli
    Arnadottir, Gudny A.
    Katrinardottir, Hildigunnur
    Juliusson, Kristinn
    Magnusson, Magnus K.
    Magnusson, Olafur Th.
    Fridriksdottir, Run
    Saevarsdottir, Saedis
    Gudjonsson, Sigurjon A.
    Stacey, Simon N.
    Rognvaldsson, Solvi
    Eiriksdottir, Thjodbjorg
    Olafsdottir, Thorunn A.
    Steinthorsdottir, Valgerdur
    Tragante, Vinicius
    Ulfarsson, Magnus O.
    Stefansson, Hreinn
    Jonsdottir, Ingileif
    Holm, Hilma
    Rafnar, Thorunn
    Melsted, Pall
    Saemundsdottir, Jona
    Norddahl, Gudmundur L.
    Lund, Sigrun H.
    Gudbjartsson, Daniel F.
    Thorsteinsdottir, Unnur
    Stefansson, Kari
    [J]. NATURE GENETICS, 2021, 53 (12) : 1712 - +
  • [10] Genomic and drug target evaluation of 90 cardiovascular proteins in 30,931 individuals
    Folkersen, Lasse
    Gustafsson, Stefan
    Wang, Qin
    Hansen, Daniel Hvidberg
    Hedman, Asa K.
    Schork, Andrew
    Page, Karen
    Zhernakova, Daria V.
    Wu, Yang
    Peters, James
    Eriksson, Niclas
    Bergen, Sarah E.
    Boutin, Thibaud S.
    Bretherick, Andrew D.
    Enroth, Stefan
    Kalnapenkis, Anette
    Gadin, Jesper R.
    Suur, Bianca E.
    Chen, Yan
    Matic, Ljubica
    Gale, Jeremy D.
    Lee, Julie
    Zhang, Weidong
    Quazi, Amira
    Ala-Korpela, Mika
    Choi, Seung Hoan
    Claringbould, Annique
    Danesh, John
    Smith, George Davey
    de Masi, Federico
    Elmstahl, Solve
    Engstrom, Gunnar
    Fauman, Eric
    Fernandez, Celine
    Franke, Lude
    Franks, Paul W.
    Giedraitis, Vilmantas
    Haley, Chris
    Hamsten, Anders
    Ingason, Andres
    Johansson, Asa
    Joshi, Peter K.
    Lind, Lars
    Lindgren, Cecilia M.
    Lubitz, Steven
    Palmer, Tom
    Macdonald-Dunlop, Erin
    Magnusson, Martin
    Melander, Olle
    Michaelsson, Karl
    [J]. NATURE METABOLISM, 2020, 2 (10) : 1135 - +