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:
Charles Univ Prague, Fac Med 2, Dept Immunol, V Uvalu 84, Prague 15006, Czech Republic
Univ Hosp Motol, V Uvalu 84, Prague 15006, Czech RepublicCharles Univ Prague, Fac Med 2, Dept Immunol, V Uvalu 84, Prague 15006, Czech Republic
Strizova, Zuzana
Benesova, Iva
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机构:
Charles Univ Prague, Fac Med 2, Dept Immunol, V Uvalu 84, Prague 15006, Czech Republic
Univ Hosp Motol, V Uvalu 84, Prague 15006, Czech RepublicCharles Univ Prague, Fac Med 2, Dept Immunol, V Uvalu 84, Prague 15006, Czech Republic
Benesova, Iva
Bartolini, Robin
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机构:
Univ Glasgow, Coll Med Vet & Life Sci, Inst Infect Immun & Inflammat, Chemokine Res Grp, Glasgow G12 8TT, ScotlandCharles Univ Prague, Fac Med 2, Dept Immunol, V Uvalu 84, Prague 15006, Czech Republic
Bartolini, Robin
Novysedlak, Rene
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机构:
Univ Hosp Motol, V Uvalu 84, Prague 15006, Czech Republic
Charles Univ Prague, Fac Med 1, Dept Surg 3, V Uvalu 84, Prague 15006, Czech RepublicCharles Univ Prague, Fac Med 2, Dept Immunol, V Uvalu 84, Prague 15006, Czech Republic
Novysedlak, Rene
Cecrdlova, Eva
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机构:
Inst Clin & Expt Med, Dept Clin & Transplant Immunol, Prague, Czech RepublicCharles Univ Prague, Fac Med 2, Dept Immunol, V Uvalu 84, Prague 15006, Czech Republic
Cecrdlova, Eva
Foley, Lily Koumbas
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Univ Glasgow, Coll Med Vet & Life Sci, Inst Infect Immun & Inflammat, Chemokine Res Grp, Glasgow G12 8TT, ScotlandCharles Univ Prague, Fac Med 2, Dept Immunol, V Uvalu 84, Prague 15006, Czech Republic
Foley, Lily Koumbas
Striz, Ilja
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机构:
Inst Clin & Expt Med, Dept Clin & Transplant Immunol, Prague, Czech Republic
Charles Univ Prague, Inst Immunol & Microbiol, Fac Med 1, Prague, Czech RepublicCharles Univ Prague, Fac Med 2, Dept Immunol, V Uvalu 84, Prague 15006, Czech Republic
机构:
Seoul Natl Univ, Sch Dent, Dept Dent Biomat Sci, Seoul, South Korea
Seoul Natl Univ, Sch Dent, Dent Res Inst, Seoul, South KoreaSeoul Natl Univ, Sch Dent, Dept Dent Biomat Sci, Seoul, South Korea
Park, Hee Chul
Quan, Hongxuan
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机构:
Seoul Natl Univ, Sch Dent, Dept Dent Biomat Sci, Seoul, South Korea
Seoul Natl Univ, Sch Dent, Dent Res Inst, Seoul, South KoreaSeoul Natl Univ, Sch Dent, Dept Dent Biomat Sci, Seoul, South Korea
Quan, Hongxuan
Zhu, Tingting
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Seoul Natl Univ, Sch Dent, Dept Dent Biomat Sci, Seoul, South Korea
Seoul Natl Univ, Sch Dent, Dent Res Inst, Seoul, South KoreaSeoul Natl Univ, Sch Dent, Dept Dent Biomat Sci, Seoul, South Korea
Zhu, Tingting
Kim, Yongjoon
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Seoul Natl Univ, Sch Dent, Dept Dent Biomat Sci, Seoul, South Korea
Seoul Natl Univ, Sch Dent, Dent Res Inst, Seoul, South KoreaSeoul Natl Univ, Sch Dent, Dept Dent Biomat Sci, Seoul, South Korea
Kim, Yongjoon
Kim, Bongju
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Seoul Natl Univ, Dent Hosp, Dent Life Sci Res Inst, Seoul, South KoreaSeoul Natl Univ, Sch Dent, Dept Dent Biomat Sci, Seoul, South Korea
Kim, Bongju
Yang, Hyeong-Cheol
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机构:
Seoul Natl Univ, Sch Dent, Dept Dent Biomat Sci, Seoul, South Korea
Seoul Natl Univ, Sch Dent, Dent Res Inst, Seoul, South KoreaSeoul Natl Univ, Sch Dent, Dept Dent Biomat Sci, Seoul, South Korea