1465 Multiplex imaging identifies unique immunophenotypic and spatial characteristics associated with response to immune checkpoint inhibitors (ICIs) in metastatic urothelial cancer (mUC)

Jonathan Anker, John-William Sidhom, Guray Akturk, Sudeh Izadmehr, Justin David, Saurabh Gupta, Seunghee Kim-Schulze, Padmanee Sharma, Sacha Gnjatic, Matthew Galsky
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However, the complex network of cellular interactions within the TME that associate with response and resistance to ICIs remains underexplored. <h3>Methods</h3> Multiplex Immunohistochemical Consecutive Staining on a Single Slide (MICSSS)<sup>3</sup> was performed on UC specimens (N=40) from CheckMate 275<sup>4</sup> prior to treatment with nivolumab. 9 immunohistochemical stains (PD-L1, CD8, CD3, pan-cytokeratin, fibronectin, CD68, FAP, DC-LAMP,<sup>5</sup> CD11b) were sequentially performed on a single slide per patient. Image processing, whole slide annotation (median 464,554 cells/slide), and intra- and extra-tumoral compartment training, were performed using QuPath (figure 1).<sup>6</sup> Responders (CR, PR) and non-responders (SD, PD) were defined per RECIST v1.1. Immunophenotypic designations of ‘inflamed’, ‘excluded’, and ‘desert’ were defined via tumor margin CD8 analysis.<sup>7</sup> Lymphoid aggregates were identified morphologically with dense CD3 positivity. Single-cell spatial analysis was performed defining neighborhoods as the 25 nearest neighboring cells. <h3>Results</h3> TME characterization demonstrated inter-tumoral heterogeneity, both in the intra- and extra-tumoral compartments (figure 2). Responders contained &gt;2-fold increased intra-tumoral CD8 cells, though no cell types were significantly altered in comparison to non-responders. In contrast, extra-tumoral CD3, CD8, CD3CD8-, DC-LAMP (PD-L1- and PD-L1+), and PD-L1+ CD11b cells were significantly enriched in responders (figure 3). Inflamed tumors were more prevalent and excluded/desert tumors less prevalent in responders, with inflamed tumors containing increased intra-tumoral T cell and DC-LAMP infiltration. There were no significant differences in infiltrate composition between inflamed responders and inflamed non-responders, while excluded/desert responders demonstrated enrichment for extra-tumoral DC-LAMP cells (PD-L1- and PD-L1+) and intra-tumoral PD-L1- DC-LAMP cells as compared to excluded/desert non-responders (figure 4). Responder tumors also contained an increased density of lymphoid aggregates, which were found in closer proximity to tumor regions, were associated with increased survival, and were comprised of a greater degree of DC-LAMP cells (figure 5). Spatial analysis of extra-tumoral cells identified a unique immune and tumor-enriched PD-L1+ neighborhood (cluster 0) predominant in responders, and a distinct CD11b and tumor-based neighborhood devoid of PD-L1 and other immune cells (cluster 2) predominant in non-responders (figure 6). <h3>Conclusions</h3> Multiplex immunohistochemistry identified unique immunophenotypic and spatial TME features specific to mUC responders to ICI. Both increased infiltration and the geographic arrangement of T cells, dendritic cells, and PD-L1 positivity, particularly in the extra-tumoral compartment, may prove key in identifying responders to ICI. <h3>Trial Registration</h3> This is a secondary translational analysis from NCT02387996 (CheckMate 275, CA209–275) <h3>References</h3> Bellmunt J, de Wit R, Vaughn DJ, Fradet Y, Lee J-L, Fong L, <i>et al</i>. Pembrolizumab as Second-Line Therapy for Advanced Urothelial Carcinoma. <i>New England Journal of Medicine</i>. 2017;<b>376</b>:1015–26. Galsky MD, Arija JÁA, Bamias A, Davis ID, Santis MD, Kikuchi E, <i>et al</i>. Atezolizumab with or without chemotherapy in metastatic urothelial cancer (IMvigor130): a multicentre, randomised, placebo-controlled phase 3 trial. <i>The Lancet</i>. 2020;<b>395</b>:1547–57. Akturk G, Sweeney R, Remark R, Merad M, Gnjatic S. Multiplexed Immunohistochemical Consecutive Staining on Single Slide (MICSSS): Multiplexed Chromogenic IHC Assay for High-Dimensional Tissue Analysis. <i>Methods Mol Biol</i>. 2020;<b>2055</b>:497–519. Sharma P, Retz M, Siefker-Radtke A, Baron A, Necchi A, Bedke J, <i>et al</i>. Nivolumab in metastatic urothelial carcinoma after platinum therapy (CheckMate 275): a multicentre, single-arm, phase 2 trial. <i>The Lancet Oncology</i>. 2017;<b>18</b>:312–22. Maier B, Leader AM, Chen ST, Tung N, Chang C, LeBerichel J, <i>et al</i>. A conserved dendritic-cell regulatory program limits antitumour immunity. <i>Nature</i>. 2020;<b>580</b>:257–62. Bankhead P, Loughrey MB, Fernández JA, Dombrowski Y, McArt DG, Dunne PD, <i>et al</i>. QuPath: Open source software for digital pathology image analysis. <i>Sci Rep</i>. 2017;<b>7</b>:16878. Braun DA, Hou Y, Bakouny Z, Ficial M, Sant’ Angelo M, Forman J, <i>et al</i>. Interplay of somatic alterations and immune infiltration modulates response to PD-1 blockade in advanced clear cell renal cell carcinoma. <i>Nat Med</i>. 2020;<b>26</b>:909–18. <h3>Ethics Approval</h3> The initial clinical trial NCT02387996 obtained appropriate ethics approval, and was conducted in accordance with Good Clinical Practice guidelines defined by the International Conference on Harmonisation. All participants provided informed consent before taking part in the study based on the principles of the Declaration of Helsinki. 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Abstract

Background

ICIs increase survival in mUC1 but only a subset (~15–25%) of patients experience durable disease control.2 Differences in the tumor microenvironment (TME) might underlie such differential responses. However, the complex network of cellular interactions within the TME that associate with response and resistance to ICIs remains underexplored.

Methods

Multiplex Immunohistochemical Consecutive Staining on a Single Slide (MICSSS)3 was performed on UC specimens (N=40) from CheckMate 2754 prior to treatment with nivolumab. 9 immunohistochemical stains (PD-L1, CD8, CD3, pan-cytokeratin, fibronectin, CD68, FAP, DC-LAMP,5 CD11b) were sequentially performed on a single slide per patient. Image processing, whole slide annotation (median 464,554 cells/slide), and intra- and extra-tumoral compartment training, were performed using QuPath (figure 1).6 Responders (CR, PR) and non-responders (SD, PD) were defined per RECIST v1.1. Immunophenotypic designations of ‘inflamed’, ‘excluded’, and ‘desert’ were defined via tumor margin CD8 analysis.7 Lymphoid aggregates were identified morphologically with dense CD3 positivity. Single-cell spatial analysis was performed defining neighborhoods as the 25 nearest neighboring cells.

Results

TME characterization demonstrated inter-tumoral heterogeneity, both in the intra- and extra-tumoral compartments (figure 2). Responders contained >2-fold increased intra-tumoral CD8 cells, though no cell types were significantly altered in comparison to non-responders. In contrast, extra-tumoral CD3, CD8, CD3CD8-, DC-LAMP (PD-L1- and PD-L1+), and PD-L1+ CD11b cells were significantly enriched in responders (figure 3). Inflamed tumors were more prevalent and excluded/desert tumors less prevalent in responders, with inflamed tumors containing increased intra-tumoral T cell and DC-LAMP infiltration. There were no significant differences in infiltrate composition between inflamed responders and inflamed non-responders, while excluded/desert responders demonstrated enrichment for extra-tumoral DC-LAMP cells (PD-L1- and PD-L1+) and intra-tumoral PD-L1- DC-LAMP cells as compared to excluded/desert non-responders (figure 4). Responder tumors also contained an increased density of lymphoid aggregates, which were found in closer proximity to tumor regions, were associated with increased survival, and were comprised of a greater degree of DC-LAMP cells (figure 5). Spatial analysis of extra-tumoral cells identified a unique immune and tumor-enriched PD-L1+ neighborhood (cluster 0) predominant in responders, and a distinct CD11b and tumor-based neighborhood devoid of PD-L1 and other immune cells (cluster 2) predominant in non-responders (figure 6).

Conclusions

Multiplex immunohistochemistry identified unique immunophenotypic and spatial TME features specific to mUC responders to ICI. Both increased infiltration and the geographic arrangement of T cells, dendritic cells, and PD-L1 positivity, particularly in the extra-tumoral compartment, may prove key in identifying responders to ICI.

Trial Registration

This is a secondary translational analysis from NCT02387996 (CheckMate 275, CA209–275)

References

Bellmunt J, de Wit R, Vaughn DJ, Fradet Y, Lee J-L, Fong L, et al. Pembrolizumab as Second-Line Therapy for Advanced Urothelial Carcinoma. New England Journal of Medicine. 2017;376:1015–26. Galsky MD, Arija JÁA, Bamias A, Davis ID, Santis MD, Kikuchi E, et al. Atezolizumab with or without chemotherapy in metastatic urothelial cancer (IMvigor130): a multicentre, randomised, placebo-controlled phase 3 trial. The Lancet. 2020;395:1547–57. Akturk G, Sweeney R, Remark R, Merad M, Gnjatic S. Multiplexed Immunohistochemical Consecutive Staining on Single Slide (MICSSS): Multiplexed Chromogenic IHC Assay for High-Dimensional Tissue Analysis. Methods Mol Biol. 2020;2055:497–519. Sharma P, Retz M, Siefker-Radtke A, Baron A, Necchi A, Bedke J, et al. Nivolumab in metastatic urothelial carcinoma after platinum therapy (CheckMate 275): a multicentre, single-arm, phase 2 trial. The Lancet Oncology. 2017;18:312–22. Maier B, Leader AM, Chen ST, Tung N, Chang C, LeBerichel J, et al. A conserved dendritic-cell regulatory program limits antitumour immunity. Nature. 2020;580:257–62. Bankhead P, Loughrey MB, Fernández JA, Dombrowski Y, McArt DG, Dunne PD, et al. QuPath: Open source software for digital pathology image analysis. Sci Rep. 2017;7:16878. Braun DA, Hou Y, Bakouny Z, Ficial M, Sant’ Angelo M, Forman J, et al. Interplay of somatic alterations and immune infiltration modulates response to PD-1 blockade in advanced clear cell renal cell carcinoma. Nat Med. 2020;26:909–18.

Ethics Approval

The initial clinical trial NCT02387996 obtained appropriate ethics approval, and was conducted in accordance with Good Clinical Practice guidelines defined by the International Conference on Harmonisation. All participants provided informed consent before taking part in the study based on the principles of the Declaration of Helsinki. Approval was granted from local institutional review boards or ethics committees at each center (as published).
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1465多重成像识别转移性尿路上皮癌(mUC)中与免疫检查点抑制剂(ICIs)应答相关的独特免疫表型和空间特征
背景:ICIs可增加mUC1患者的生存,但只有一小部分(约15-25%)患者能获得持久的疾病控制肿瘤微环境(TME)的差异可能是这种差异反应的基础。然而,TME内与ICIs反应和耐药性相关的细胞相互作用的复杂网络仍未得到充分研究。方法对来自CheckMate 2754的UC标本(N=40)在接受纳武单抗治疗前进行多重免疫组化连续染色(MICSSS)。9个免疫组化染色(PD-L1、CD8、CD3、泛细胞角蛋白、纤维连接蛋白、CD68、FAP、DC-LAMP、5个CD11b)依次在每位患者的一张载玻片上进行。使用QuPath进行图像处理、整张幻灯片注释(平均464,554个细胞/张)以及瘤内和瘤外隔室训练(图1)根据RECIST v1.1定义应答者(CR, PR)和无应答者(SD, PD)。通过肿瘤边缘CD8分析确定“炎症”、“排除”和“沙漠”的免疫表型形态学上发现淋巴样聚集体具有密集的CD3阳性。进行单细胞空间分析,将邻居定义为最近的25个相邻细胞。结果TME表征显示肿瘤间的异质性,无论是在肿瘤内还是肿瘤外(图2)。应答者的肿瘤内CD8细胞增加了2倍,尽管与无应答者相比,细胞类型没有显著改变。相比之下,肿瘤外CD3、CD8、CD3CD8-、DC-LAMP (PD-L1-和PD-L1+)和PD-L1+ CD11b细胞在应答者中显著富集(图3)。炎症性肿瘤更普遍,而在应答者中,排除/沙漠肿瘤的发生率较低,炎症性肿瘤中肿瘤内T细胞和DC-LAMP浸润增加。炎症反应者和炎症无反应者之间浸润成分没有显著差异,而与排除/沙漠无反应者相比,排除/沙漠反应者显示肿瘤外DC-LAMP细胞(PD-L1-和PD-L1+)和肿瘤内PD-L1- DC-LAMP细胞富集(图4)。反应性肿瘤还含有更接近肿瘤区域的淋巴样聚集体密度增加,这与生存率增加有关。并且由更大程度的DC-LAMP细胞组成(图5)。肿瘤外细胞的空间分析发现,在应答者中主要存在一个独特的免疫和肿瘤富集的PD-L1+邻域(簇0),而在无应答者中主要存在一个独特的CD11b和基于肿瘤的邻域,缺乏PD-L1和其他免疫细胞(簇2)(图6)。多重免疫组织化学鉴定出了ICI的mUC应答者特有的独特免疫表型和空间TME特征。T细胞、树突状细胞和PD-L1阳性的浸润和地理分布的增加,特别是在肿瘤外腔室,可能是识别ICI应答者的关键。参考文献bellmont J, de Wit R, Vaughn DJ, Fradet Y, Lee J-L, Fong L,等。派姆单抗作为晚期尿路上皮癌的二线治疗。新英格兰医学杂志。2017;376:1015-26。Galsky MD, Arija JÁA, Bamias A, Davis ID, Santis MD, Kikuchi E等。Atezolizumab联合或不联合化疗治疗转移性尿路上皮癌(IMvigor130):一项多中心、随机、安慰剂对照的3期试验。《柳叶刀》,2020;395:1547-57。Akturk G, Sweeney R, Remark R, Merad M, Gnjatic S.单张切片上的多重免疫组化连续染色(MICSSS):用于高维组织分析的多重显色免疫组化试验。[j] .生物医学工程学报。2010;29(5):497 - 519。李建军,李建军,李建军,等。Nivolumab用于铂治疗后转移性尿路上皮癌(CheckMate 275):一项多中心、单组、2期试验。中华医学杂志。2017;18:312-22。Maier B, Leader AM, Chen ST, Tung N, Chang C, LeBerichel J,等。保守的树突细胞调控程序限制了抗肿瘤免疫。大自然。2020;580:257 - 62。Bankhead P, Loughrey MB, Fernández JA, Dombrowski Y, mcat DG, Dunne PD,等。QuPath:用于数字病理图像分析的开源软件。科学通报,2017;7:16878。Braun DA, Hou Y, Bakouny Z, official M, Sant’Angelo M, Forman J,等。体细胞改变和免疫浸润的相互作用调节了晚期透明细胞肾细胞癌对PD-1阻断的反应。中华医学杂志。2020;26:9 9 - 18。初始临床试验NCT02387996获得了适当的伦理批准,并按照国际协调会议定义的良好临床实践指南进行。
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