Macrophages;
Polarization;
Cell discrimination;
Raman spectroscopy;
Diagnosis;
Principal component analysis;
PRINCIPAL COMPONENT ANALYSIS;
DIFFERENTIATION;
ACTIVATION;
SYSTEM;
D O I:
10.1016/j.saa.2021.120328
中图分类号:
O433 [光谱学];
学科分类号:
0703 ;
070302 ;
摘要:
Macrophages are key cells in the immune inflammatory response that can be differentiated into M1 and M2 phenotypes. Polarization has a critical therapeutic value, especially in diseases in which an M1/M2 imbalance plays a pathophysiological role. Raman spectroscopy has proven to be a promising bioanalytical technique for discriminating different cell types. However, to our knowledge, its application to identify the functional polarization of macrophages into M1 or M2 cells is yet to be investigated. In this work, Raman spectroscopy was applied to the analysis of macrophage polarization, and the spectral datasets were analyzed using principal component analysis (PCA). In vitro, resting J774.1 macrophages were treated with LPS/IFN-gamma to induce the M1 phenotype or with IL-4 to induce the M2 phenotype. The resulting Raman spectra showed sufficient biochemical information to distinguish between M1 and M2 phenotypes when analyzed by PCA, reflecting the changes in cell markers caused by differentiation. The Raman spectra collected from LPS-stimulated M1 and M2 macrophages were more intense. The functional phenotype of M1 macrophages was confirmed by IL-6 secretion and TNF-alpha mRNA expression, while M2 macrophages produced IL-10 and Arg-1 mRNA, as well as by the morphological changes observed by scanning electron microscopy. Taken together, the results indicate that Raman spectroscopy combined with PCA analysis is a useful tool to identify the functional phenotypes of macrophages, providing an alternative way to distinguish between cells in distinct differentiation stages. (C) 2021 Elsevier B.V. All rights reserved.
机构:
Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
Wang, Yao-Chun
He, Fei
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Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
He, Fei
Feng, Fan
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Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
Feng, Fan
Liu, Xiao-Wei
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Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
Liu, Xiao-Wei
Dong, Guang-Ying
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Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
Dong, Guang-Ying
Qin, Hong-Yan
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Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
Qin, Hong-Yan
Hu, Xing-Bin
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Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
Hu, Xing-Bin
Zheng, Min-Hua
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Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
Zheng, Min-Hua
Liang, Liang
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Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
Liang, Liang
Feng, Lei
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Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
Feng, Lei
Liang, Ying-Min
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Fourth Mil Med Univ, Tangdu Hosp, Dept Hematol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
Liang, Ying-Min
Han, Hua
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Fourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Tangdu Hosp, Dept Hematol, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Dept Med Genet & Dev Biol, Tangdu Hosp, State Key Lab Canc Biol, Xian 710032, Peoples R China
机构:
Chinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R China
Liu, Xiaoli
Zhang, Dongyue
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Chinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R China
Zhang, Dongyue
Wang, Hao
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机构:
Chinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R China
Wang, Hao
Ren, Qian
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Chinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R China
Ren, Qian
Wang, Lina
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Chinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R China
Wang, Lina
Zheng, Guoguang
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Chinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Inst Hematol & Blood Dis Hosp, Natl Clin Res Ctr Blood Dis, State Key Lab Expt Hematol, 288 Nanjing Rd, Tianjin 300020, Peoples R China
机构:
Tokyo Med Univ, Dept Anesthesiol, Shinjuku Ku, 6-7-1 Nishishinjuku, Tokyo 1600023, JapanTokyo Med Univ, Dept Anesthesiol, Shinjuku Ku, 6-7-1 Nishishinjuku, Tokyo 1600023, Japan
Okada, Toshio
Muto, Eisuke
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Tokyo Med Univ, Dept Anesthesiol, Shinjuku Ku, 6-7-1 Nishishinjuku, Tokyo 1600023, JapanTokyo Med Univ, Dept Anesthesiol, Shinjuku Ku, 6-7-1 Nishishinjuku, Tokyo 1600023, Japan
Muto, Eisuke
Yamanaka, Tsuyoshi
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机构:
Tokyo Med Univ, Dept Mol Prevent Med, Shinjuku Ku, 6-1-1 Shinjuku, Tokyo 1608402, JapanTokyo Med Univ, Dept Anesthesiol, Shinjuku Ku, 6-7-1 Nishishinjuku, Tokyo 1600023, Japan
Yamanaka, Tsuyoshi
Uchino, Hiroyuki
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Tokyo Med Univ, Dept Anesthesiol, Shinjuku Ku, 6-7-1 Nishishinjuku, Tokyo 1600023, JapanTokyo Med Univ, Dept Anesthesiol, Shinjuku Ku, 6-7-1 Nishishinjuku, Tokyo 1600023, Japan
Uchino, Hiroyuki
Inazu, Masato
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机构:
Tokyo Med Univ, Dept Mol Prevent Med, Shinjuku Ku, 6-1-1 Shinjuku, Tokyo 1608402, Japan
Tokyo Med Univ, Inst Med Sci, Shinjuku Ku, 6-1-1 Shinjuku, Tokyo 1608402, JapanTokyo Med Univ, Dept Anesthesiol, Shinjuku Ku, 6-7-1 Nishishinjuku, Tokyo 1600023, Japan