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Abstract 1180: Impact of the spatial analysis of tumor-associated lymphocytes and tumor-associated macrophages on recurrence at early stage of non-small cell lung carcinoma

Introduction. The interaction between malignant cells (MCs), stromal cells, tumor-associated lymphocytes (TILs), and tumor-associated macrophages (TAMs) is relevant for non-small cell lung carcinoma (NSCLC) progression. The spatial distribution of those cells may affect the prognosis and can be rela...

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Published in:Cancer research (Chicago, Ill.) Ill.), 2019-07, Vol.79 (13_Supplement), p.1180-1180
Main Authors: Francisco-Cruz, Alejandro, Parra, Edwin R., Krishnan, Santhoshi N., Barua, Souptik, Jiang, Mei, Fujimoto, Junya, Peterson, Christine B., Das, Priyam, Chow, Chi-Wan, Rodriguez-Canales, Jaime, Behrens, Carmen, Kalhor, Neda, Weissferdt, Annikka, Heymach, John, Swisher, Stephen, Sepesi, Boris, Rao, Arvind, Lee, J. Jack, Moran, Cesar, Futreal, Andrew, Zhang, Jianjun, Wistuba, Ignacio I.
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container_issue 13_Supplement
container_start_page 1180
container_title Cancer research (Chicago, Ill.)
container_volume 79
creator Francisco-Cruz, Alejandro
Parra, Edwin R.
Krishnan, Santhoshi N.
Barua, Souptik
Jiang, Mei
Fujimoto, Junya
Peterson, Christine B.
Das, Priyam
Chow, Chi-Wan
Rodriguez-Canales, Jaime
Behrens, Carmen
Kalhor, Neda
Weissferdt, Annikka
Heymach, John
Swisher, Stephen
Sepesi, Boris
Rao, Arvind
Lee, J. Jack
Moran, Cesar
Futreal, Andrew
Zhang, Jianjun
Wistuba, Ignacio I.
description Introduction. The interaction between malignant cells (MCs), stromal cells, tumor-associated lymphocytes (TILs), and tumor-associated macrophages (TAMs) is relevant for non-small cell lung carcinoma (NSCLC) progression. The spatial distribution of those cells may affect the prognosis and can be related to genetic intra-tumor heterogeneity (ITH). The aim of this study was to characterize the immunologic ITH and the spatial distribution of immune cells to MCs in primary NSCLC tumors at early stages using multiplex immunofluorescence (mIF) and image analysis approaches. Material and methods. We studied 33 surgically resected NSCLC cases (adenocarcinomas=23; squamous-cell carcinomas=10) with a history of recurrence in a follow-up of at least 60 months (recurrence, N=13; non-recurrence, N=15). Consecutive FFPE tissue sections were stained with two mIF panels (panel 1: cytokeratin (AE1/AE3), PD-L1, PD-1, CD3, CD8, and CD68; panel 2: AE1/AE3, CD3, CD8, granzyme-B, CD45RO, and FOXP3). Three intra-tumor regions (3mm2 each) per case were selected after gridding the whole tumor section. A total of 99 intratumor regions were scanned and analyzed using Vectra Multispectral-Microscope and InForm-software. From each intratumor region, TILs and TAMs densities, as well as the coefficient of variation, were evaluated. The median distance and the G-Cross area under the curve (AUC) for specific radial distances (10µm, 20µm, and 40µm) were obtained between TILs and TAMs phenotypes to MCs. Results. Recurrence was associated with higher MCs density and TAMs/TILs ratio, and lower TIL densities. A high ITH of cytotoxic T-cells (CTLs) PD-L1+ was associated with worse survival. The distance of TAMs PD-L1+ to MCs PD-L1 negative (60µm vs 25µm) or to MCs PD-L1 positive (25µm vs 13µm) was higher in the non-recurrence group than in recurrence group. Close TAMs PD-L1+ to MCs was associated with worst survival. In a radial distance of 10µm, 20µm, and 40µm, a higher infiltration of CTLs PD-1+, was observed in the group of recurrence than non-recurrence group, surrounding MCs PD-L1 negative (AUC 0.49, 3.80, and 20.03; vs AUC 0.01, 0.16, and 1.29, respectively), and MCs PD-L1 positive (AUC 0.60, 4.35, and 19.90; vs AUC 0.01, 0.20, and 2.20, respectively). A high infiltration of CTLs PD-1+ surrounding MCs, with or without expression of PD-L1, was associated with worse survival. All the differences were statistically significant (P
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Jack ; Moran, Cesar ; Futreal, Andrew ; Zhang, Jianjun ; Wistuba, Ignacio I.</creator><creatorcontrib>Francisco-Cruz, Alejandro ; Parra, Edwin R. ; Krishnan, Santhoshi N. ; Barua, Souptik ; Jiang, Mei ; Fujimoto, Junya ; Peterson, Christine B. ; Das, Priyam ; Chow, Chi-Wan ; Rodriguez-Canales, Jaime ; Behrens, Carmen ; Kalhor, Neda ; Weissferdt, Annikka ; Heymach, John ; Swisher, Stephen ; Sepesi, Boris ; Rao, Arvind ; Lee, J. Jack ; Moran, Cesar ; Futreal, Andrew ; Zhang, Jianjun ; Wistuba, Ignacio I.</creatorcontrib><description>Introduction. The interaction between malignant cells (MCs), stromal cells, tumor-associated lymphocytes (TILs), and tumor-associated macrophages (TAMs) is relevant for non-small cell lung carcinoma (NSCLC) progression. The spatial distribution of those cells may affect the prognosis and can be related to genetic intra-tumor heterogeneity (ITH). The aim of this study was to characterize the immunologic ITH and the spatial distribution of immune cells to MCs in primary NSCLC tumors at early stages using multiplex immunofluorescence (mIF) and image analysis approaches. Material and methods. We studied 33 surgically resected NSCLC cases (adenocarcinomas=23; squamous-cell carcinomas=10) with a history of recurrence in a follow-up of at least 60 months (recurrence, N=13; non-recurrence, N=15). Consecutive FFPE tissue sections were stained with two mIF panels (panel 1: cytokeratin (AE1/AE3), PD-L1, PD-1, CD3, CD8, and CD68; panel 2: AE1/AE3, CD3, CD8, granzyme-B, CD45RO, and FOXP3). Three intra-tumor regions (3mm2 each) per case were selected after gridding the whole tumor section. A total of 99 intratumor regions were scanned and analyzed using Vectra Multispectral-Microscope and InForm-software. From each intratumor region, TILs and TAMs densities, as well as the coefficient of variation, were evaluated. The median distance and the G-Cross area under the curve (AUC) for specific radial distances (10µm, 20µm, and 40µm) were obtained between TILs and TAMs phenotypes to MCs. Results. Recurrence was associated with higher MCs density and TAMs/TILs ratio, and lower TIL densities. A high ITH of cytotoxic T-cells (CTLs) PD-L1+ was associated with worse survival. The distance of TAMs PD-L1+ to MCs PD-L1 negative (60µm vs 25µm) or to MCs PD-L1 positive (25µm vs 13µm) was higher in the non-recurrence group than in recurrence group. Close TAMs PD-L1+ to MCs was associated with worst survival. In a radial distance of 10µm, 20µm, and 40µm, a higher infiltration of CTLs PD-1+, was observed in the group of recurrence than non-recurrence group, surrounding MCs PD-L1 negative (AUC 0.49, 3.80, and 20.03; vs AUC 0.01, 0.16, and 1.29, respectively), and MCs PD-L1 positive (AUC 0.60, 4.35, and 19.90; vs AUC 0.01, 0.20, and 2.20, respectively). A high infiltration of CTLs PD-1+ surrounding MCs, with or without expression of PD-L1, was associated with worse survival. All the differences were statistically significant (P&lt;0.05). Conclusion. Close spatial proximity of antigen-experienced CTLs and TAMs PD-L1+ to MCs are associated with recurrence and poor survival in early stages of NSCLC. We determined that ITH of immune cell densities is associated with recurrence of surgically resected NSCLC. Tumor-immune cell spatial modeling offers a deep understanding of tumor microenvironment that impacts on clinical outcomes. Supported by CPRITRP160668 and UT Lung SPORE grants Citation Format: Alejandro Francisco-Cruz, Edwin R. Parra, Santhoshi N. Krishnan, Souptik Barua, Mei Jiang, Junya Fujimoto, Christine B. Peterson, Priyam Das, Chi-Wan Chow, Jaime Rodriguez-Canales, Carmen Behrens, Neda Kalhor, Annikka Weissferdt, John Heymach, Stephen Swisher, Boris Sepesi, Arvind Rao, J. Jack Lee, Cesar Moran, Andrew Futreal, Jianjun Zhang, Ignacio I. Wistuba. Impact of the spatial analysis of tumor-associated lymphocytes and tumor-associated macrophages on recurrence at early stage of non-small cell lung carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 1180.</description><identifier>ISSN: 0008-5472</identifier><identifier>EISSN: 1538-7445</identifier><identifier>DOI: 10.1158/1538-7445.AM2019-1180</identifier><language>eng</language><ispartof>Cancer research (Chicago, Ill.), 2019-07, Vol.79 (13_Supplement), p.1180-1180</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Francisco-Cruz, Alejandro</creatorcontrib><creatorcontrib>Parra, Edwin R.</creatorcontrib><creatorcontrib>Krishnan, Santhoshi N.</creatorcontrib><creatorcontrib>Barua, Souptik</creatorcontrib><creatorcontrib>Jiang, Mei</creatorcontrib><creatorcontrib>Fujimoto, Junya</creatorcontrib><creatorcontrib>Peterson, Christine B.</creatorcontrib><creatorcontrib>Das, Priyam</creatorcontrib><creatorcontrib>Chow, Chi-Wan</creatorcontrib><creatorcontrib>Rodriguez-Canales, Jaime</creatorcontrib><creatorcontrib>Behrens, Carmen</creatorcontrib><creatorcontrib>Kalhor, Neda</creatorcontrib><creatorcontrib>Weissferdt, Annikka</creatorcontrib><creatorcontrib>Heymach, John</creatorcontrib><creatorcontrib>Swisher, Stephen</creatorcontrib><creatorcontrib>Sepesi, Boris</creatorcontrib><creatorcontrib>Rao, Arvind</creatorcontrib><creatorcontrib>Lee, J. Jack</creatorcontrib><creatorcontrib>Moran, Cesar</creatorcontrib><creatorcontrib>Futreal, Andrew</creatorcontrib><creatorcontrib>Zhang, Jianjun</creatorcontrib><creatorcontrib>Wistuba, Ignacio I.</creatorcontrib><title>Abstract 1180: Impact of the spatial analysis of tumor-associated lymphocytes and tumor-associated macrophages on recurrence at early stage of non-small cell lung carcinoma</title><title>Cancer research (Chicago, Ill.)</title><description>Introduction. The interaction between malignant cells (MCs), stromal cells, tumor-associated lymphocytes (TILs), and tumor-associated macrophages (TAMs) is relevant for non-small cell lung carcinoma (NSCLC) progression. The spatial distribution of those cells may affect the prognosis and can be related to genetic intra-tumor heterogeneity (ITH). The aim of this study was to characterize the immunologic ITH and the spatial distribution of immune cells to MCs in primary NSCLC tumors at early stages using multiplex immunofluorescence (mIF) and image analysis approaches. Material and methods. We studied 33 surgically resected NSCLC cases (adenocarcinomas=23; squamous-cell carcinomas=10) with a history of recurrence in a follow-up of at least 60 months (recurrence, N=13; non-recurrence, N=15). Consecutive FFPE tissue sections were stained with two mIF panels (panel 1: cytokeratin (AE1/AE3), PD-L1, PD-1, CD3, CD8, and CD68; panel 2: AE1/AE3, CD3, CD8, granzyme-B, CD45RO, and FOXP3). Three intra-tumor regions (3mm2 each) per case were selected after gridding the whole tumor section. A total of 99 intratumor regions were scanned and analyzed using Vectra Multispectral-Microscope and InForm-software. From each intratumor region, TILs and TAMs densities, as well as the coefficient of variation, were evaluated. The median distance and the G-Cross area under the curve (AUC) for specific radial distances (10µm, 20µm, and 40µm) were obtained between TILs and TAMs phenotypes to MCs. Results. Recurrence was associated with higher MCs density and TAMs/TILs ratio, and lower TIL densities. A high ITH of cytotoxic T-cells (CTLs) PD-L1+ was associated with worse survival. The distance of TAMs PD-L1+ to MCs PD-L1 negative (60µm vs 25µm) or to MCs PD-L1 positive (25µm vs 13µm) was higher in the non-recurrence group than in recurrence group. Close TAMs PD-L1+ to MCs was associated with worst survival. In a radial distance of 10µm, 20µm, and 40µm, a higher infiltration of CTLs PD-1+, was observed in the group of recurrence than non-recurrence group, surrounding MCs PD-L1 negative (AUC 0.49, 3.80, and 20.03; vs AUC 0.01, 0.16, and 1.29, respectively), and MCs PD-L1 positive (AUC 0.60, 4.35, and 19.90; vs AUC 0.01, 0.20, and 2.20, respectively). A high infiltration of CTLs PD-1+ surrounding MCs, with or without expression of PD-L1, was associated with worse survival. All the differences were statistically significant (P&lt;0.05). Conclusion. Close spatial proximity of antigen-experienced CTLs and TAMs PD-L1+ to MCs are associated with recurrence and poor survival in early stages of NSCLC. We determined that ITH of immune cell densities is associated with recurrence of surgically resected NSCLC. Tumor-immune cell spatial modeling offers a deep understanding of tumor microenvironment that impacts on clinical outcomes. Supported by CPRITRP160668 and UT Lung SPORE grants Citation Format: Alejandro Francisco-Cruz, Edwin R. Parra, Santhoshi N. Krishnan, Souptik Barua, Mei Jiang, Junya Fujimoto, Christine B. Peterson, Priyam Das, Chi-Wan Chow, Jaime Rodriguez-Canales, Carmen Behrens, Neda Kalhor, Annikka Weissferdt, John Heymach, Stephen Swisher, Boris Sepesi, Arvind Rao, J. Jack Lee, Cesar Moran, Andrew Futreal, Jianjun Zhang, Ignacio I. Wistuba. Impact of the spatial analysis of tumor-associated lymphocytes and tumor-associated macrophages on recurrence at early stage of non-small cell lung carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 1180.</description><issn>0008-5472</issn><issn>1538-7445</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNplkE1OwzAQhS0EEqVwBCRfwMU_ceOwqyqglYrYdB9NJ04b5MSR7S5yJw5JQhEbNjOaN2-eRh8hj4IvhNDmSWhlWJ5lerF6l1wUTAjDr8jsT78mM865YTrL5S25i_FzHLXgeka-VoeYAmCi09Ez3bb9NPiappOlsYfUgKPQgRtiE3_0c-sDgxg9NpBsRd3Q9iePQ7JxNFb_DS1g8P0JjqPBdzRYPIdgO7QUErUQ3EBjGrdTeuc7FltwjqIdizt3R4oQsOl8C_fkpgYX7cNvn5P968t-vWG7j7fterVjWCjOpIA6EwUHleNBZHZZaY0HWUktq9xKYZXKeaFqbjTmsFQIeWUMGGuwRlmBmhN9iR3fjjHYuuxD00IYSsHLiXg5kS0nsuWFeDnBU9_Am3hJ</recordid><startdate>20190701</startdate><enddate>20190701</enddate><creator>Francisco-Cruz, Alejandro</creator><creator>Parra, Edwin R.</creator><creator>Krishnan, Santhoshi N.</creator><creator>Barua, Souptik</creator><creator>Jiang, Mei</creator><creator>Fujimoto, Junya</creator><creator>Peterson, Christine B.</creator><creator>Das, Priyam</creator><creator>Chow, Chi-Wan</creator><creator>Rodriguez-Canales, Jaime</creator><creator>Behrens, Carmen</creator><creator>Kalhor, Neda</creator><creator>Weissferdt, Annikka</creator><creator>Heymach, John</creator><creator>Swisher, Stephen</creator><creator>Sepesi, Boris</creator><creator>Rao, Arvind</creator><creator>Lee, J. 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Jack</creatorcontrib><creatorcontrib>Moran, Cesar</creatorcontrib><creatorcontrib>Futreal, Andrew</creatorcontrib><creatorcontrib>Zhang, Jianjun</creatorcontrib><creatorcontrib>Wistuba, Ignacio I.</creatorcontrib><collection>CrossRef</collection><jtitle>Cancer research (Chicago, Ill.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Francisco-Cruz, Alejandro</au><au>Parra, Edwin R.</au><au>Krishnan, Santhoshi N.</au><au>Barua, Souptik</au><au>Jiang, Mei</au><au>Fujimoto, Junya</au><au>Peterson, Christine B.</au><au>Das, Priyam</au><au>Chow, Chi-Wan</au><au>Rodriguez-Canales, Jaime</au><au>Behrens, Carmen</au><au>Kalhor, Neda</au><au>Weissferdt, Annikka</au><au>Heymach, John</au><au>Swisher, Stephen</au><au>Sepesi, Boris</au><au>Rao, Arvind</au><au>Lee, J. Jack</au><au>Moran, Cesar</au><au>Futreal, Andrew</au><au>Zhang, Jianjun</au><au>Wistuba, Ignacio I.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Abstract 1180: Impact of the spatial analysis of tumor-associated lymphocytes and tumor-associated macrophages on recurrence at early stage of non-small cell lung carcinoma</atitle><jtitle>Cancer research (Chicago, Ill.)</jtitle><date>2019-07-01</date><risdate>2019</risdate><volume>79</volume><issue>13_Supplement</issue><spage>1180</spage><epage>1180</epage><pages>1180-1180</pages><issn>0008-5472</issn><eissn>1538-7445</eissn><abstract>Introduction. The interaction between malignant cells (MCs), stromal cells, tumor-associated lymphocytes (TILs), and tumor-associated macrophages (TAMs) is relevant for non-small cell lung carcinoma (NSCLC) progression. The spatial distribution of those cells may affect the prognosis and can be related to genetic intra-tumor heterogeneity (ITH). The aim of this study was to characterize the immunologic ITH and the spatial distribution of immune cells to MCs in primary NSCLC tumors at early stages using multiplex immunofluorescence (mIF) and image analysis approaches. Material and methods. We studied 33 surgically resected NSCLC cases (adenocarcinomas=23; squamous-cell carcinomas=10) with a history of recurrence in a follow-up of at least 60 months (recurrence, N=13; non-recurrence, N=15). Consecutive FFPE tissue sections were stained with two mIF panels (panel 1: cytokeratin (AE1/AE3), PD-L1, PD-1, CD3, CD8, and CD68; panel 2: AE1/AE3, CD3, CD8, granzyme-B, CD45RO, and FOXP3). Three intra-tumor regions (3mm2 each) per case were selected after gridding the whole tumor section. A total of 99 intratumor regions were scanned and analyzed using Vectra Multispectral-Microscope and InForm-software. From each intratumor region, TILs and TAMs densities, as well as the coefficient of variation, were evaluated. The median distance and the G-Cross area under the curve (AUC) for specific radial distances (10µm, 20µm, and 40µm) were obtained between TILs and TAMs phenotypes to MCs. Results. Recurrence was associated with higher MCs density and TAMs/TILs ratio, and lower TIL densities. A high ITH of cytotoxic T-cells (CTLs) PD-L1+ was associated with worse survival. The distance of TAMs PD-L1+ to MCs PD-L1 negative (60µm vs 25µm) or to MCs PD-L1 positive (25µm vs 13µm) was higher in the non-recurrence group than in recurrence group. Close TAMs PD-L1+ to MCs was associated with worst survival. In a radial distance of 10µm, 20µm, and 40µm, a higher infiltration of CTLs PD-1+, was observed in the group of recurrence than non-recurrence group, surrounding MCs PD-L1 negative (AUC 0.49, 3.80, and 20.03; vs AUC 0.01, 0.16, and 1.29, respectively), and MCs PD-L1 positive (AUC 0.60, 4.35, and 19.90; vs AUC 0.01, 0.20, and 2.20, respectively). A high infiltration of CTLs PD-1+ surrounding MCs, with or without expression of PD-L1, was associated with worse survival. All the differences were statistically significant (P&lt;0.05). Conclusion. Close spatial proximity of antigen-experienced CTLs and TAMs PD-L1+ to MCs are associated with recurrence and poor survival in early stages of NSCLC. We determined that ITH of immune cell densities is associated with recurrence of surgically resected NSCLC. Tumor-immune cell spatial modeling offers a deep understanding of tumor microenvironment that impacts on clinical outcomes. Supported by CPRITRP160668 and UT Lung SPORE grants Citation Format: Alejandro Francisco-Cruz, Edwin R. Parra, Santhoshi N. Krishnan, Souptik Barua, Mei Jiang, Junya Fujimoto, Christine B. Peterson, Priyam Das, Chi-Wan Chow, Jaime Rodriguez-Canales, Carmen Behrens, Neda Kalhor, Annikka Weissferdt, John Heymach, Stephen Swisher, Boris Sepesi, Arvind Rao, J. Jack Lee, Cesar Moran, Andrew Futreal, Jianjun Zhang, Ignacio I. Wistuba. Impact of the spatial analysis of tumor-associated lymphocytes and tumor-associated macrophages on recurrence at early stage of non-small cell lung carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 1180.</abstract><doi>10.1158/1538-7445.AM2019-1180</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
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title Abstract 1180: Impact of the spatial analysis of tumor-associated lymphocytes and tumor-associated macrophages on recurrence at early stage of non-small cell lung carcinoma
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