# Whole Exome Sequencing of Rapid Autopsy Tumors and Xenograft Models Reveals Possible Driver Mutations Underlying Tumor Progression

**Authors:** Tao Xie, Monica Musteanu, Pedro P. Lopez-Casas, David J. Shields, Peter Olson, Paul A. Rejto, Manuel Hidalgo

PMC · DOI: 10.1371/journal.pone.0142631 · 2015-11-10

## TL;DR

This study uses whole exome sequencing of pancreatic cancer tumors and xenograft models to identify driver mutations involved in tumor progression and metastasis.

## Contribution

The study provides new insights into the genetic similarity between end-stage pancreatic tumors and their xenograft models, and identifies potential driver mutations.

## Key findings

- Matched tumor and metastasis samples showed shared mutations, suggesting common clonal origins.
- Xenograft models retained most mutations from primary tumors, indicating high genetic fidelity.
- Functional mutations in genes like KRAS, TP53, and SMAD4 were linked to tumor progression and metastasis.

## Abstract

Pancreatic Ductal Adenocarcinoma (PDAC) is a highly lethal malignancy due to its propensity to invade and rapidly metastasize and remains very difficult to manage clinically. One major hindrance towards a better understanding of PDAC is the lack of molecular data sets and models representative of end stage disease. Moreover, it remains unclear how molecularly similar patient-derived xenograft (PDX) models are to the primary tumor from which they were derived. To identify potential molecular drivers in metastatic pancreatic cancer progression, we obtained matched primary tumor, metastases and normal (peripheral blood) samples under a rapid autopsy program and performed whole exome sequencing (WES) on tumor as well as normal samples. PDX models were also generated, sequenced and compared to tumors. Across the matched data sets generated for three patients, there were on average approximately 160 single-nucleotide mutations in each sample. The majority of mutations in each patient were shared among the primary and metastatic samples and, importantly, were largely retained in the xenograft models. Based on the mutation prevalence in the primary and metastatic sites, we proposed possible clonal evolution patterns marked by functional mutations affecting cancer genes such as KRAS, TP53 and SMAD4 that may play an important role in tumor initiation, progression and metastasis. These results add to our understanding of pancreatic tumor biology, and demonstrate that PDX models derived from advanced or end-stage likely closely approximate the genetics of the disease in the clinic and thus represent a biologically and clinically relevant pre-clinical platform that may enable the development of effective targeted therapies for PDAC.

## Linked entities

- **Genes:** KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845], TP53 (tumor protein p53) [NCBI Gene 7157], SMAD4 (SMAD family member 4) [NCBI Gene 4089]
- **Diseases:** Pancreatic Ductal Adenocarcinoma (MONDO:0005184)

## Full-text entities

- **Genes:** MUC16 (mucin 16, cell surface associated) [NCBI Gene 94025] {aka CA125}, TNC (tenascin C) [NCBI Gene 3371] {aka 150-225, DFNA56, GMEM, GP, HXB, JI}, MUC2 (mucin 2, oligomeric mucus/gel-forming) [NCBI Gene 4583] {aka MLP, MUC-2, SMUC}, DLL4 (delta like canonical Notch ligand 4) [NCBI Gene 54567] {aka AOS6, delta4, hdelta2}, MSLN (mesothelin) [NCBI Gene 10232] {aka MPF, SMRP}, PRKN (parkin RBR E3 ubiquitin protein ligase) [NCBI Gene 5071] {aka AR-JP, LPRS2, PARK2, PDJ}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, EGF (epidermal growth factor) [NCBI Gene 1950] {aka HOMG4, URG}, TENM1 (teneurin transmembrane protein 1) [NCBI Gene 10178] {aka ODZ1, ODZ3, TEN-M1, TEN1, TNM, TNM1}, mucin [NCBI Gene 100508689], SMAD4 (SMAD family member 4) [NCBI Gene 4089] {aka DPC4, JIP, MADH4, MYHRS}, CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029] {aka ARF, CAI2, CDK4I, CDKN2, CMM2, INK4}, MMP7 (matrix metallopeptidase 7) [NCBI Gene 4316] {aka MMP-7, MPSL1, PUMP-1}
- **Diseases:** gastroenteropancreatic endocrine carcinomas (MESH:C535650), PDAC (MESH:D021441), Liver metastasis (MESH:D009362), end stage pancreatic cancer (MESH:D010190), Tumor (MESH:D009369), metastatic (MESH:D000092182),  (MESH:D018450)
- **Chemicals:** Gemcitabine (MESH:D000093542), Xeloda (MESH:D000069287), LIV (-), FOLFIRINOX (MESH:C000627770)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** P1598S, R282W, C->G, W524C, T->C, T->G, C->T, T1683M, N570K, G12V, C->A, P152R, T1722I, T->A
- **Cell lines:** PM 1183-B-001-1 — Homo sapiens (Human), Transformed cell line (CVCL_E429), T4N1M1 — Mus musculus (Mouse), Mouse lymphoma, Cancer cell line (CVCL_3609), P042 — Homo sapiens (Human), Induced pluripotent stem cell (CVCL_JT44)

## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC4640827/full.md

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Source: https://tomesphere.com/paper/PMC4640827