Prognostic significance of myeloid immune cells and their spatial distribution in the colorectal cancer microenvironment

被引:22
|
作者
Vayrynen, Juha P. [1 ,2 ,3 ,4 ,5 ]
Haruki, Koichiro [3 ,4 ,5 ,6 ]
Vayrynen, Sara A. [3 ,4 ]
Lau, Mai Chan [4 ,5 ]
Dias Costa, Andressa [3 ,4 ]
Borowsky, Jennifer [7 ]
Zhao, Melissa [4 ,5 ]
Ugai, Tomotaka [4 ,5 ,8 ]
Kishikawa, Junko [4 ,5 ]
Akimoto, Naohiko [4 ,5 ]
Zhong, Rong [4 ,5 ]
Shi, Shanshan [4 ,5 ]
Chang, Tzuu-Wang [4 ,5 ]
Fujiyoshi, Kenji [4 ,5 ]
Arima, Kota [4 ,5 ]
Twombly, Tyler S. [4 ,5 ]
Da Silva, Annacarolina [4 ,5 ]
Song, Mingyang [4 ,9 ,10 ,11 ]
Wu, Kana [4 ,8 ,9 ,12 ]
Zhang, Xuehong [4 ,12 ]
Chan, Andrew T. [4 ,10 ,11 ,12 ,13 ]
Nishihara, Reiko [4 ,5 ,8 ,9 ,14 ]
Fuchs, Charles S. [15 ,16 ,17 ]
Meyerhardt, Jeffrey A. [3 ,4 ]
Giannakis, Marios [3 ,4 ,18 ,19 ]
Ogino, Shuji [4 ,5 ,8 ,18 ,20 ,21 ]
Nowak, Jonathan A. [4 ,5 ]
机构
[1] Oulu Univ Hosp, Med Res Ctr Oulu, Canc & Translat Med Res Unit, Oulu, Finland
[2] Univ Oulu, Oulu, Finland
[3] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[4] Harvard Med Sch, Boston, MA 02115 USA
[5] Brigham & Womens Hosp, Dept Pathol, Program MPE Mol Pathol Epidemiol, 75 Francis St, Boston, MA 02115 USA
[6] Jikei Univ, Sch Med, Dept Surg, Tokyo, Japan
[7] QIMR Berghofer Med Res Inst, Conjoint Gastroenterol Dept, Herston, Qld, Australia
[8] Harvard Univ, TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
[9] Harvard Univ, TH Chan Sch Publ Hlth, Dept Nutr, Boston, MA USA
[10] Massachusetts Gen Hosp, Clin & Translat Epidemiol Unit, Boston, MA 02114 USA
[11] Massachusetts Gen Hosp, Div Gastroenterol, Boston, MA 02114 USA
[12] Brigham & Womens Hosp, Dept Med, Channing Div Network Med, 75 Francis St, Boston, MA 02115 USA
[13] Harvard Univ, TH Chan Sch Publ Hlth, Dept Immunol & Infect Dis, Boston, MA 02115 USA
[14] Harvard Univ, TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
[15] Yale Univ, Yale Canc Ctr, New Haven, CT USA
[16] Yale Sch Med, Dept Med, New Haven, CT USA
[17] Smilow Canc Hosp, New Haven, CT USA
[18] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[19] Brigham & Womens Hosp, Dept Med, 75 Francis St, Boston, MA 02115 USA
[20] Dana Farber Harvard Canc Ctr, Canc Immunol Program, Boston, MA 02215 USA
[21] Dana Farber Harvard Canc Ctr, Canc Epidemiol Program, Boston, MA 02215 USA
基金
美国国家卫生研究院; 日本学术振兴会;
关键词
colorectal cancer; anti-tumor immunity; myeloid cells; innate immunity; spatial analysis; tumor microenvironment; ISLAND METHYLATOR PHENOTYPE; SURVIVAL; INFILTRATION; NEUTROPHILS; EXPRESSION; ANTIBODIES; RESPONSES; MUTATION; ASPIRIN; CD33;
D O I
10.1136/jitc-2020-002297
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Myeloid cells represent an abundant yet heterogeneous cell population in the colorectal cancer microenvironment, and their roles remain poorly understood. Methods We used multiplexed immunofluorescence combined with digital image analysis to identify CD14(+) monocytic and CD15(+) granulocytic cells and to evaluate their maturity (HLA-DR and CD33), immunosuppressive potential (ARG1) and proximity to cytokeratin (KRT)-positive tumor cells in 913 colorectal carcinomas. Using covariate data of 4465 incident colorectal cancers in two prospective cohort studies, the inverse probability weighting method was used with multivariable-adjusted Cox proportional hazards models to assess cancer-specific mortality according to ordinal quartiles (Q1-Q4) of myeloid cell densities. Immune cell-tumor cell proximity was measured with the nearest neighbor method and the G-cross function, which determines the likelihood of any tumor cell having at least one immune cell of the specified type within a certain radius. Results Higher intraepithelial (P (trend)=0.0002; HR for Q4 (vs Q1), 0.48, 95% CI 0.31 to 0.76) and stromal (P (trend) <0.0001; HR for Q4 (vs Q1), 0.42, 95% CI 0.29 to 0.63) densities of CD14(+)HLA-DR+ cells were associated with lower colorectal cancer-specific mortality while, conversely, higher intraepithelial densities of CD14(+)HLA-DR- cells were associated with higher colorectal cancer-specific mortality (P (trend)=0.0003; HR for Q4 (vs Q1), 1.78, 95% CI 1.25 to 2.55). Spatial analyses indicated that CD15(+) cells were located closer to tumor cells than CD14(+) cells, and CD14(+)HLA-DR+ cells were closer to tumor than CD14(+)HLA-DR- cells (p<0.0001). The G-cross proximity measurement, evaluating the difference in the likelihood of any tumor cell being colocated with at least one CD14(+)HLA-DR+ cell versus CD14(+)HLA-DR- cell within a 20 mu m radius, was associated with lower colorectal cancer-specific mortality (P (trend) <0.0001; HR for Q4 (vs Q1), 0.37, 95% CI 0.24 to 0.57). Conclusions Myeloid cell populations occur in spatially distinct distributions and exhibit divergent, subset-specific prognostic significance in colorectal cancer, with mature CD14(+)HLA-DR+ and immature CD14(+)HLA-DR- monocytic phenotypes most notably showing opposite associations. These results highlight the prognostic utility of multimarker evaluation of myeloid cell infiltrates and reveal a previously unrecognized degree of spatial organization for myeloid cells in the immune microenvironment.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Prognostic significance and immune infiltration of microenvironment-related signatures in pancreatic cancer
    Lu, Qian
    Zhang, Yu
    Chen, Xiaojian
    Gu, Weihong
    Ji, Xinrong
    Chen, Zhong
    MEDICINE, 2021, 100 (12) : E24957
  • [22] Prognostic significance of spatial and density analysis of T lymphocytes in colorectal cancer
    Hanna Elomaa
    Maarit Ahtiainen
    Sara A. Väyrynen
    Shuji Ogino
    Jonathan A. Nowak
    Marjukka Friman
    Olli Helminen
    Erkki-Ville Wirta
    Toni T. Seppälä
    Jan Böhm
    Markus J. Mäkinen
    Jukka-Pekka Mecklin
    Teijo Kuopio
    Juha P. Väyrynen
    British Journal of Cancer, 2022, 127 : 514 - 523
  • [23] Prognostic significance of spatial and density analysis of T lymphocytes in colorectal cancer
    Elomaa, Hanna
    Ahtiainen, Maarit
    Vayrynen, Sara A.
    Ogino, Shuji
    Nowak, Jonathan A.
    Friman, Marjukka
    Helminen, Olli
    Wirta, Erkki-Ville
    Seppala, Toni T.
    Bohm, Jan
    Makinen, Markus J.
    Mecklin, Jukka-Pekka
    Kuopio, Teijo
    Vayrynen, Juha P.
    BRITISH JOURNAL OF CANCER, 2022, 127 (03) : 514 - 523
  • [24] MHC Class II Expression Influences the Composition and Distribution of Immune Cells in the Metastatic Colorectal Cancer Microenvironment
    Griffith, Brian D.
    Turcotte, Simon
    Lazarus, Jenny
    Lima, Fatima
    Bell, Samantha
    Delrosario, Lawrence
    McGue, Jake
    Krishnan, Santhoshi
    Oneka, Morgan D.
    Nathan, Hari
    Smith, J. Joshua
    D'Angelica, Michael, I
    Shia, Jinru
    Di Magliano, Marina Pasca
    Rao, Arvind
    Frankel, Timothy L.
    CANCERS, 2022, 14 (17)
  • [25] A TOOLKIT FOR THE QUANTITATIVE ANALYSIS OF THE SPATIAL DISTRIBUTION OF CELLS OF THE TUMOR IMMUNE MICROENVIRONMENT
    Trigos, Anna
    Yang, Tianpei
    Feng, Yuzhou
    Ozcoban, Volkan
    Doyle, Maria
    Pasam, Anu
    Kocovski, Nikolce
    Pizzolla, Angela
    Huang, Yu-Kuan
    Bass, Greg
    Keam, Simon
    Speed, Terrence
    Neeson, Paul
    Sandhu, Shahneen
    Goode, David
    JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2020, 8 : A400 - A401
  • [26] Quantitative, Multiplexed Analysis of the Pancreatic Cancer Microenvironment Reveals Prognostic Significance for T cell Subset Densities and Spatial Distribution
    Costa, Andressa Dias
    Yuan, Chen
    Vayrynen, Sara
    Vayrynen, Juha
    Williams, Hannah
    Morales-Oyarvide, Vicente
    Lau, Mai Chan
    Rubinson, Douglas
    Dunne, Richard
    Kozak, Margaret
    Wang, Wenjia
    Agostini-Vulaj, Diana
    Chang, Daniel
    Ogino, Shuji
    Wolpin, Brian
    Nowak, Jonathan
    LABORATORY INVESTIGATION, 2020, 100 (SUPPL 1) : 1641 - 1642
  • [27] Quantitative, Multiplexed Analysis of the Pancreatic Cancer Microenvironment Reveals Prognostic Significance for T cell Subset Densities and Spatial Distribution
    Costa, Andressa Dias
    Yuan, Chen
    Vayrynen, Sara
    Vayrynen, Juha
    Williams, Hannah
    Morales-Oyarvide, Vicente
    Lau, Mai Chan
    Rubinson, Douglas
    Dunne, Richard
    Kozak, Margaret
    Wang, Wenjia
    Agostini-Vulaj, Diana
    Chang, Daniel
    Ogino, Shuji
    Wolpin, Brian
    Nowak, Jonathan
    MODERN PATHOLOGY, 2020, 33 (SUPPL 2) : 1641 - 1642
  • [28] Composition, Spatial Characteristics, and Prognostic Significance of Myeloid Cell Infiltration in Pancreatic Cancer
    Vayrynen, Sara A.
    Zhang, Jinming
    Yuan, Chen
    Vayrynen, Juha P.
    Costa, Andressa Dias
    Williams, Hannah
    Morales-Oyarvide, Vicente
    Lau, Mai Chan
    Rubinson, Douglas A.
    Dunne, Richard F.
    Kozak, Margaret M.
    Wang, Wenjia
    Agostini-Vulaj, Diana
    Drage, Michael G.
    Brais, Lauren
    Reilly, Emma
    Rahma, Osama
    Clancy, Thomas
    Wang, Jiping
    Linehan, David C.
    Aguirre, Andrew J.
    Fuchs, Charles S.
    Coussens, Lisa M.
    Chang, Daniel T.
    Koong, Albert C.
    Hezel, Aram F.
    Ogino, Shuji
    Nowak, Jonathan A.
    Wolpin, Brian M.
    CLINICAL CANCER RESEARCH, 2021, 27 (04) : 1069 - 1081
  • [29] Immune Adaptation of Colorectal Cancer Stem Cells and Their Interaction With the Tumor Microenvironment
    Lin, Chun-Chi
    Liao, Tsai-Tsen
    Yang, Muh-Hwa
    FRONTIERS IN ONCOLOGY, 2020, 10
  • [30] The remodeling roles of lipid metabolism in colorectal cancer cells and immune microenvironment
    Zhong, Jiateng
    Guo, Jingyu
    Zhang, Xinyu
    Feng, Shuang
    Di, Wenyu
    Wang, Yanling
    Zhu, Huifang
    ONCOLOGY RESEARCH, 2022, 30 (05) : 231 - 242