Spatially Resolved Proteomic and Transcriptomic Profiling of Anaplastic Lymphoma Kinase-Rearranged Pulmonary Adenocarcinomas Reveals Key Players in Inter- and Intratumoral Heterogeneity

Author:

Szeitz Beáta1ORCID,Glasz Tibor2,Herold Zoltán1ORCID,Tóth Gábor3ORCID,Balbisi Mirjam34,Fillinger János5,Horváth Szabolcs5,Mohácsi Réka1,Kwon Ho Jeong6ORCID,Moldvay Judit7,Turiák Lilla34ORCID,Szász Attila Marcell189

Affiliation:

1. Division of Oncology, Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary

2. Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, 1091 Budapest, Hungary

3. MS Proteomics Research Group, Institute of Organic Chemistry, Research Centre for Natural Sciences, 1117 Budapest, Hungary

4. Doctoral School of Pharmaceutical Sciences, Semmelweis University, 1085 Budapest, Hungary

5. Department of Pathology, National Korányi Institute of Pulmonology, 1121 Budapest, Hungary

6. Department of Biotechnology, Division of Life Sciences, Yonsei University, Seoul 03722, Republic of Korea

7. 1st Department of Pulmonology, National Korányi Institute of Pulmonology, 1121 Budapest, Hungary

8. Department of Tumor Biology, National Korányi Institute of Pulmonology, 1121 Budapest, Hungary

9. Department of Bioinformatics, Semmelweis University, 1094 Budapest, Hungary

Abstract

Pulmonary adenocarcinomas (pADCs) with an ALK rearrangement are a rare cancer subtype, necessitating comprehensive molecular investigations to unravel their heterogeneity and improve therapeutic strategies. In this pilot study, we employed spatial transcriptomic (NanoString GeoMx) and proteomic profiling to investigate seven treatment-naïve pADCs with an ALK rearrangement. On each FFPE tumor slide, 12 smaller and 2–6 larger histopathologically annotated regions were selected for transcriptomic and proteomic analysis, respectively. The correlation between proteomics and transcriptomics was modest (average Pearson’s r = 0.43 at the gene level). Intertumoral heterogeneity was more pronounced than intratumoral heterogeneity, and normal adjacent tissue exhibited distinct molecular characteristics. We identified potential markers and dysregulated pathways associated with tumors, with a varying extent of immune infiltration, as well as with mucin and stroma content. Notably, some markers appeared to be specific to the ALK-driven subset of pADCs. Our data showed that within tumors, elements of the extracellular matrix, including FN1, exhibited substantial variability. Additionally, we mapped the co-localization patterns of tumor microenvironment elements. This study represents the first spatially resolved profiling of ALK-driven pADCs at both the gene and protein expression levels. Our findings may contribute to a better understanding of this cancer type prior to treatment with ALK inhibitors.

Funder

National Research, Development and Innovation Fund of Hungary

Semmelweis 250+ Excellence PhD Scholarship

New National Excellence Program of the Ministry for Culture and Innovation

Hungarian Academy of Sciences

National Research, Development, and Innovation Fund of Hungary

National Research Foundation of Korea

Hungarian National Research, Development and Innovation Office

Semmelweis University

Publisher

MDPI AG

Subject

Inorganic Chemistry,Organic Chemistry,Physical and Theoretical Chemistry,Computer Science Applications,Spectroscopy,Molecular Biology,General Medicine,Catalysis

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