# Comprehensive molecular characterization of lung tumors implicates AKT and MYC signaling in adenocarcinoma to squamous cell transdifferentiation

**Authors:** Alvaro Quintanal-Villalonga, Hirokazu Taniguchi, Yingqian A. Zhan, Maysun M. Hasan, Shweta S. Chavan, Fanli Meng, Fathema Uddin, Viola Allaj, Parvathy Manoj, Nisargbhai S. Shah, Joseph M. Chan, Metamia Ciampricotti, Andrew Chow, Michael Offin, Jordana Ray-Kirton, Jacklynn D. Egger, Umesh K. Bhanot, Irina Linkov, Marina Asher, Michael H. Roehrl, Katia Ventura, Juan Qiu, Elisa de Stanchina, Jason C. Chang, Natasha Rekhtman, Brian Houck-Loomis, Richard P. Koche, Helena A. Yu, Triparna Sen, Charles M. Rudin

PMC · DOI: 10.1186/s13045-021-01186-z · 2021-10-16

## TL;DR

This study identifies molecular pathways involved in lung cancer transdifferentiation, offering potential targets to prevent treatment resistance.

## Contribution

First comprehensive molecular characterization of LUAD-to-LUSC transdifferentiation and identification of therapeutic targets.

## Key findings

- LUSC transdifferentiation is driven by transcriptional reprogramming, not mutations.
- PI3K/AKT and MYC pathways are consistently upregulated during transdifferentiation.
- EZH1/2 inhibition combined with osimertinib prevents relapse in preclinical models.

## Abstract

Lineage plasticity, the ability to transdifferentiate among distinct phenotypic identities, facilitates therapeutic resistance in cancer. In lung adenocarcinomas (LUADs), this phenomenon includes small cell and squamous cell (LUSC) histologic transformation in the context of acquired resistance to targeted inhibition of driver mutations. LUAD-to-LUSC transdifferentiation, occurring in up to 9% of EGFR-mutant patients relapsed on osimertinib, is associated with notably poor prognosis. We hypothesized that multi-parameter profiling of the components of mixed histology (LUAD/LUSC) tumors could provide insight into factors licensing lineage plasticity between these histologies.

We performed genomic, epigenomics, transcriptomics and protein analyses of microdissected LUAD and LUSC components from mixed histology tumors, pre-/post-transformation tumors and reference non-transformed LUAD and LUSC samples. We validated our findings through genetic manipulation of preclinical models in vitro and in vivo and performed patient-derived xenograft (PDX) treatments to validate potential therapeutic targets in a LUAD PDX model acquiring LUSC features after osimertinib treatment.

Our data suggest that LUSC transdifferentiation is primarily driven by transcriptional reprogramming rather than mutational events. We observed consistent relative upregulation of PI3K/AKT, MYC and PRC2 pathway genes. Concurrent activation of PI3K/AKT and MYC induced squamous features in EGFR-mutant LUAD preclinical models. Pharmacologic inhibition of EZH1/2 in combination with osimertinib prevented relapse with squamous-features in an EGFR-mutant patient-derived xenograft model, and inhibition of EZH1/2 or PI3K/AKT signaling re-sensitized resistant squamous-like tumors to osimertinib.

Our findings provide the first comprehensive molecular characterization of LUSC transdifferentiation, suggesting putative drivers and potential therapeutic targets to constrain or prevent lineage plasticity.

The online version contains supplementary material available at 10.1186/s13045-021-01186-z.

## Linked entities

- **Genes:** AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207], MYC (MYC proto-oncogene, bHLH transcription factor) [NCBI Gene 4609], PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290], EZH1 (enhancer of zeste 1 polycomb repressive complex 2 subunit) [NCBI Gene 2145], EZH2 (enhancer of zeste 2 polycomb repressive complex 2 subunit) [NCBI Gene 2146], prc2 (protein regulator of cytokinesis 2) [NCBI Gene 797431]
- **Chemicals:** osimertinib (PubChem CID 71496458)
- **Diseases:** lung adenocarcinoma (MONDO:0005061), squamous cell carcinoma (MONDO:0005096), cancer (MONDO:0004992)

## Full-text entities

- **Genes:** STK11 (serine/threonine kinase 11) [NCBI Gene 6794] {aka LKB1, PJS, hLKB1}, RBM10 (RNA binding motif protein 10) [NCBI Gene 8241] {aka DXS8237E, GPATC9, GPATCH9, MINAS-60, S1-1, TARPS}, EZH1/2 [NCBI Gene 2145;2146], PRKDC (protein kinase, DNA-activated, catalytic subunit) [NCBI Gene 5591] {aka DNA-PKC, DNA-PKcs, DNAPK, DNAPKc, DNPK1, HYRC}, AGR2 (anterior gradient 2, protein disulphide isomerase family member) [NCBI Gene 10551] {aka AG-2, AG2, GOB-4, HAG-2, HEL-S-116, HPC8}, VCL (vinculin) [NCBI Gene 7414] {aka CMD1W, CMH15, HEL114, MV, MVCL, VINC}, TTF1 (transcription termination factor 1) [NCBI Gene 7270] {aka TTF-1, TTF-I}, MYC (MYC proto-oncogene, bHLH transcription factor) [NCBI Gene 4609] {aka MRTL, MYCC, bHLHe39, c-Myc}, CDKN2B (cyclin dependent kinase inhibitor 2B) [NCBI Gene 1030] {aka CDK4I, INK4B, MTS2, P15, TP15, p15INK4b}, FOXI1 (forkhead box I1) [NCBI Gene 2299] {aka FKH10, FKHL10, FREAC-6, FREAC6, HFH-3, HFH3}, KRT5 (keratin 5) [NCBI Gene 3852] {aka CK5, DDD, DDD1, EBS1, EBS2, EBS2A}, TP63 (tumor protein p63) [NCBI Gene 8626] {aka AIS, B(p51A), B(p51B), EEC3, KET, LMS}, AKT1S1 (AKT1 substrate 1) [NCBI Gene 84335] {aka Lobe, PRAS40}, MTAP (methylthioadenosine phosphorylase) [NCBI Gene 4507] {aka BDMF, DMSFH, DMSMFH, HEL-249, LGMBF, MSAP}, EZH2 (enhancer of zeste 2 polycomb repressive complex 2 subunit) [NCBI Gene 2146] {aka ENX-1, ENX1, EZH2b, KMT6, KMT6A, WVS}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, Ttf1 (transcription termination factor, RNA polymerase I) [NCBI Gene 22130] {aka TTF-1, TTF-I}, EGFR (epidermal growth factor receptor) [NCBI Gene 1956] {aka ERBB, ERBB1, ERRP, HER1, NISBD2, NNCIS}, Ezh2 (enhancer of zeste 2 polycomb repressive complex 2 subunit) [NCBI Gene 14056] {aka Enx-1, Enx1h, KMT6, mKIAA4065}, PTK2B (protein tyrosine kinase 2 beta) [NCBI Gene 2185] {aka CADTK, CAKB, FADK2, FAK2, PKB, PTK}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, CHEK2 (checkpoint kinase 2) [NCBI Gene 11200] {aka CDS1, CHK2, HuCds1, LFS2, PP1425, RAD53}, ASCL1 (achaete-scute family bHLH transcription factor 1) [NCBI Gene 429] {aka ASH1, HASH1, MASH1, bHLHa46}, CTNNB1 (catenin beta 1) [NCBI Gene 1499] {aka CTNNB, EVR7, MRD19, NEDSDV, armadillo}, CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029] {aka ARF, CAI2, CDK4I, CDKN2, CMM2, INK4}, MYB (MYB proto-oncogene, transcription factor) [NCBI Gene 4602] {aka Cmyb, c-myb, c-myb_CDS, efg}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, PTEN (phosphatase and tensin homolog) [NCBI Gene 5728] {aka 10q23del, BZS, CWS1, DEC, GLM2, MHAM}, Myc (Myc proto-oncogene, bHLH transcription factor) [NCBI Gene 17869] {aka Myc2, Niard, Nird, bHLHe39}, Egfr (epidermal growth factor receptor) [NCBI Gene 13649] {aka 9030024J15Rik, Erbb, Errb1, Errp, Wa5, wa-2}, RB1 (RB transcriptional corepressor 1) [NCBI Gene 5925] {aka OSRC, PPP1R130, RB, p105-Rb, p110-RB1, pRb}, Sox2 (SRY (sex determining region Y)-box 2) [NCBI Gene 20674] {aka Sox-2, lcc, ysb}, TBX3 (T-box transcription factor 3) [NCBI Gene 6926] {aka TBX3-ISO, UMS, XHL}, SOX2 (SRY-box transcription factor 2) [NCBI Gene 6657] {aka ANOP3, MCOPS3}, SLTM (SAFB like transcription modulator) [NCBI Gene 79811] {aka Met}, IL2RG (interleukin 2 receptor subunit gamma) [NCBI Gene 3561] {aka CD132, CIDX, IL-2RG, IMD4, P64, SCIDX}, Akt1 (Akt serine/threonine kinase 1) [NCBI Gene 11651] {aka Akt, LTR-akt, PKB, PKB/Akt, PKBalpha, Rac}, GATA6 (GATA binding protein 6) [NCBI Gene 2627], SNAI2 (snail family transcriptional repressor 2) [NCBI Gene 6591] {aka SLUG, SLUGH, SLUGH1, SNAIL2, WS2D}, GRHL2 (grainyhead like transcription factor 2) [NCBI Gene 79977] {aka BOM, DFNA28, ECTDS, PPCD4, TFCP2L3}
- **Diseases:** neuroendocrine transformation (MESH:D018358), squamous tumors (MESH:D018307), inflammation (MESH:D007249), carcinogenesis (MESH:D063646), pancreatic cancer (MESH:D010190), T-LUSC (MESH:D001260), metastasis (MESH:D009362), small cell lung cancer (MESH:D055752), adenocarcinoma (MESH:D000230), Mycoplasma (MESH:D009175), LUSC transformation (MESH:D002472), prostate and lung cancer (MESH:D011471), Lung Cancer (MESH:D008175), non-small cell lung cancer (MESH:D002289), Adenosquamous carcinomas (MESH:D018196), Lx462 tumors (MESH:D009369), Lung squamous carcinoma (MESH:D002294), toxicity (MESH:D064420), LUADs (MESH:D000077192), TPM (OMIM:602482), SCLC (MESH:D018288)
- **Chemicals:** osimertinib (MESH:C000596361), EtOH (MESH:D000431), hematoxylin (MESH:D006416), Tween 20 (MESH:D011136), cytosine (MESH:D003596), eosin (MESH:D004801), Paraffin (MESH:D010232), Samotolisib (MESH:C000621566), water (MESH:D014867), PBS (MESH:D007854), H&amp;E (MESH:D006371), mineral oil (MESH:D008899), NaSCN (MESH:C024553), Formalin (MESH:D005557), AQV (-), SPB (MESH:C042995), bisulfite (MESH:C042345), O (MESH:D010100)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** LUAD — Homo sapiens (Human), Lung adenocarcinoma, Cancer cell line (CVCL_WN45), S2C — Canis lupus familiaris (Dog), Canine mastocytoma, Cancer cell line (CVCL_1R44), Lx462 — Homo sapiens (Human), Lung small cell carcinoma, Cancer cell line (CVCL_A567), LX462 — Homo sapiens (Human), Transformed cell line (CVCL_5792), PC9 — Homo sapiens (Human), Lung adenocarcinoma, Cancer cell line (CVCL_B260)

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC8520275/full.md

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Source: https://tomesphere.com/paper/PMC8520275