Dynamic altruistic cooperation within breast tumors

被引:1
|
作者
Masroni, Muhammad Sufyan Bin [1 ]
Lee, Kee Wah [1 ,2 ]
Lee, Victor Kwan Min [1 ,3 ]
Ng, Siok Bian [1 ,3 ]
Law, Chao Teng [1 ]
Poon, Kok Siong [1 ]
Lee, Bernett Teck-Kwong [4 ]
Liu, Zhehao [1 ,2 ]
Tan, Yuen Peng [1 ]
Chng, Wee Ling [1 ]
Tucker, Steven [5 ]
Ngo, Lynette Su-Mien [6 ,7 ]
Yip, George Wai Cheong [2 ,3 ]
Nga, Min En [8 ]
Hue, Susan Swee Shan [8 ,9 ]
Putti, Thomas Choudary [1 ]
Bay, Boon Huat [2 ]
Lin, Qingsong [10 ]
Zhou, Lihan [11 ]
Hartman, Mikael [12 ]
Loh, Tze Ping [13 ]
Lakshmanan, Manikandan [9 ]
Lee, Sook Yee [9 ]
Tergaonkar, Vinay [3 ,9 ]
Chua, Huiwen [1 ]
Lee, Adeline Voon Hui [1 ]
Yeo, Eric Yew Meng [1 ]
Li, Mo-Huang [14 ]
Chang, Chan Fong [15 ]
Kee, Zizheng [1 ]
Tan, Karen Mei-Ling [13 ,16 ]
Tan, Soo Yong [1 ,3 ,8 ,9 ]
Koay, Evelyn Siew-Chuan [1 ,13 ]
Archetti, Marco [17 ]
Leong, Sai Mun [1 ,3 ]
机构
[1] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Pathol, Level 3 NUH Main Bldg,21 Lower Kent Ridge Rd, Singapore 119077, Singapore
[2] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Anat, MD10,4 Med Dr, Singapore 117594, Singapore
[3] Natl Univ Singapore, NUS Ctr Canc Res N2CR, Ctr Translat Med, MD6,14 Med Dr,12-01, Singapore 117599, Singapore
[4] Nanyang Technol Univ, Ctr Biomed Informat, Lee Kong Chian Sch Med, Expt Med Bldg,NTU Main Campus,59 Nanyang Dr,Level, Singapore 636921, Singapore
[5] Tucker Med Pte Ltd, Novena Specialist Ctr, 8 Sinaran Dr 04-03, Singapore 307470, Singapore
[6] Raffles Hosp, Raffles Canc Ctr, 585 North Bridge Rd, Singapore 188770, Singapore
[7] Current address: Curie Oncol Pte Ltd, Mt Elizabeth Novena Specialist Ctr, 38 Irrawaddy Rd,Level 8,08-29-30, Singapore 329563, Singapore
[8] Natl Univ Singapore Hosp, Dept Pathol, Level 3 NUH Main Bldg,21 Lower Kent Ridge Rd, Singapore 119077, Singapore
[9] ASTAR, Inst Mol & Cell Biol, 61 Biopolis Dr, Singapore 138673, Singapore
[10] Natl Univ Singapore, Fac Sci, Dept Biol Sci, 14 Sci Dr 4, Singapore 117543, Singapore
[11] MiRXES Pte Ltd, JTC MedTech Hub, 2 Tukang Innovat Grove 08-01, Singapore 618305, Singapore
[12] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Surg, 1E Kent Ridge Rd,NUHS Tower Block,Level 8, Singapore 119228, Singapore
[13] Natl Univ Singapore Hosp, Dept Lab Med, Level 3 NUH Main Bldg,5 Lower Kent Ridge Rd, Singapore 119074, Singapore
[14] CellSievo Pte Ltd, Block 289A,Bukit Batok St 25,15-218, Singapore 650289, Singapore
[15] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Biochem, 8 Med Dr, Singapore 117594, Singapore
[16] Singapore Inst Clin Sci, Brenner Ctr Mol Med, 30 Med Dr, Singapore 117609, Singapore
[17] Penn State Univ, Dept Biol, W210 Millennium Sci Complex, University Pk, PA 16802 USA
关键词
CELL HETEROGENEITY; CANCER CELLS; MOUSE MODEL; EVOLUTION; EXPRESSION; MIR-125B; GROWTH; SUPPRESSOR; RESISTANCE; MICRORNAS;
D O I
10.1186/s12943-023-01896-7
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
BackgroundSocial behaviors such as altruism, where one self-sacrifices for collective benefits, critically influence an organism's survival and responses to the environment. Such behaviors are widely exemplified in nature but have been underexplored in cancer cells which are conventionally seen as selfish competitive players. This multidisciplinary study explores altruism and its mechanism in breast cancer cells and its contribution to chemoresistance.MethodsMicroRNA profiling was performed on circulating tumor cells collected from the blood of treated breast cancer patients. Cancer cell lines ectopically expressing candidate miRNA were used in co-culture experiments and treated with docetaxel. Ecological parameters like relative survival and relative fitness were assessed using flow cytometry. Functional studies and characterization performed in vitro and in vivo include proliferation, iTRAQ-mass spectrometry, RNA sequencing, inhibition by small molecules and antibodies, siRNA knockdown, CRISPR/dCas9 inhibition and fluorescence imaging of promoter reporter-expressing cells. Mathematical modeling based on evolutionary game theory was performed to simulate spatial organization of cancer cells.ResultsOpposing cancer processes underlie altruism: an oncogenic process involving secretion of IGFBP2 and CCL28 by the altruists to induce survival benefits in neighboring cells under taxane exposure, and a self-sacrificial tumor suppressive process impeding proliferation of altruists via cell cycle arrest. Both processes are regulated concurrently in the altruists by miR-125b, via differential NF-kappa B signaling specifically through IKK beta. Altruistic cells persist in the tumor despite their self-sacrifice, as they can regenerate epigenetically from non-altruists via a KLF2/PCAF-mediated mechanism. The altruists maintain a sparse spatial organization by inhibiting surrounding cells from adopting the altruistic fate via a lateral inhibition mechanism involving a GAB1-PI3K-AKT-miR-125b signaling circuit.ConclusionsOur data reveal molecular mechanisms underlying manifestation, persistence and spatial spread of cancer cell altruism. A minor population behave altruistically at a cost to itself producing a collective benefit for the tumor, suggesting tumors to be dynamic social systems governed by the same rules of cooperation in social organisms. Understanding cancer cell altruism may lead to more holistic models of tumor evolution and drug response, as well as therapeutic paradigms that account for social interactions. Cancer cells constitute tractable experimental models for fields beyond oncology, like evolutionary ecology and game theory.
引用
收藏
页数:30
相关论文
共 50 条
  • [1] Dynamic altruistic cooperation within breast tumors
    Muhammad Sufyan Bin Masroni
    Kee Wah Lee
    Victor Kwan Min Lee
    Siok Bian Ng
    Chao Teng Law
    Kok Siong Poon
    Bernett Teck-Kwong Lee
    Zhehao Liu
    Yuen Peng Tan
    Wee Ling Chng
    Steven Tucker
    Lynette Su-Mien Ngo
    George Wai Cheong Yip
    Min En Nga
    Susan Swee Shan Hue
    Thomas Choudary Putti
    Boon Huat Bay
    Qingsong Lin
    Lihan Zhou
    Mikael Hartman
    Tze Ping Loh
    Manikandan Lakshmanan
    Sook Yee Lee
    Vinay Tergaonkar
    Huiwen Chua
    Adeline Voon Hui Lee
    Eric Yew Meng Yeo
    Mo-Huang Li
    Chan Fong Chang
    Zizheng Kee
    Karen Mei-Ling Tan
    Soo Yong Tan
    Evelyn Siew-Chuan Koay
    Marco Archetti
    Sai Mun Leong
    Molecular Cancer, 22
  • [2] Altruistic punishment and the origin of cooperation
    Fowler, JH
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (19) : 7047 - 7049
  • [3] The stability of intergenerational cooperation in altruistic families
    Andaluz, Joaquin
    Alberto Molina, Jose
    Vazquez, Inaki
    ECONOMICS BULLETIN, 2007, 3
  • [4] The economics of altruistic punishment and the maintenance of cooperation
    Egas, Martijn
    Riedl, Arno
    PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2008, 275 (1637) : 871 - 878
  • [5] DYNAMIC TELETHERMOGRAPHY OF BREAST TUMORS
    AMALRIC, R
    GIRAUD, D
    ALTSCHULER, C
    SPITALIER, JM
    REVUE FRANCAISE DE GYNECOLOGIE ET D OBSTETRIQUE, 1974, 69 (12): : 705 - 711
  • [6] Explaining altruistic cooperation: Utility transformation or heuristics?
    Yamagishi, T
    INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2004, 39 (5-6) : 385 - 385
  • [7] Altruistic behaviors and cooperation among gifted adolescents
    Salem, Ashraf Atta M. S.
    Abdelsattar, Mahfouz
    Al-Diyar, Mosaad Abu
    Al-Hwailah, Amthal H. H.
    Derar, Esraa
    Al-Hamdan, Nadiah A. H.
    Tilwani, Shouket Ahmad
    FRONTIERS IN PSYCHOLOGY, 2022, 13
  • [8] Cooperation on dynamic networks within an uncertain reputation environment
    Lozano, Pablo
    Antonioni, Alberto
    Tomassini, Marco
    Sanchez, Angel
    SCIENTIFIC REPORTS, 2018, 8
  • [9] Cooperation on dynamic networks within an uncertain reputation environment
    Pablo Lozano
    Alberto Antonioni
    Marco Tomassini
    Angel Sánchez
    Scientific Reports, 8
  • [10] Dynamic helical CT of breast tumors
    Sardanelli, F
    Calabrese, M
    Zandrino, F
    Melani, E
    Parodi, RC
    Imperiale, A
    Massa, T
    Parodi, G
    Canavese, G
    JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1998, 22 (03) : 398 - 407