» Articles » PMID: 37624862

Baseline Tumor Gene Expression Signatures Correlate with Chemoimmunotherapy Treatment Responsiveness in Canine B Cell Lymphoma

Overview
Journal PLoS One
Date 2023 Aug 25
PMID 37624862
Authors
Affiliations
Soon will be listed here.
Abstract

Pet dogs develop spontaneous diffuse large B cell lymphoma (DLBCL), and veterinary clinical trials have been employed to treat canine DLBCL and to inform clinical trials for their human companions. A challenge that remains is selection of treatment to improve outcomes. The dogs in this study were part of a larger clinical trial evaluating the use of combinations of doxorubicin chemotherapy, anti-CD20 monoclonal antibody, and one of three small molecule inhibitors: KPT-9274, TAK-981, or RV1001. We hypothesized that significant differential expression of genes (DEGs) in the tumors at baseline could help predict which dogs would respond better to each treatment based on the molecular pathways targeted by each drug. To this end, we evaluated gene expression in lymph node aspirates from 18 trial dogs using the NanoString nCounter Canine Immuno-oncology (IO) Panel. We defined good responders as those who relapsed after 90 days, and poor responders as those who relapsed prior to 90 days. We analyzed all dogs at baseline and compared poor responders to good responders, and found increased CCND3 correlated with poor prognosis and increased CD36 correlated with good prognosis, as is observed in humans. There was minimal DEG overlap between treatment arms, prompting separate analyses for each treatment cohort. Increased CREBBP and CDKN1A for KPT-9274, increased TLR3 for TAK-981, and increased PI3Kδ, AKT3, and PTEN, and decreased NRAS for RV1001 were associated with better prognoses. Trends for selected candidate biomarker genes were confirmed via qPCR. Our findings emphasize the heterogeneity in DLBCL, similarities and differences between canine and human DLBCL, and ultimately identify biomarkers that may help guide the choice of chemoimmunotherapy treatment in dogs.

Citing Articles

Characterization of the genomic landscape of canine diffuse large B-cell lymphoma reveals recurrent H3K27M mutations linked to progression-free survival.

van der Heiden A, Pensch R, Agger S, Gardner H, Hendricks W, Zismann V Sci Rep. 2025; 15(1):4724.

PMID: 39922874 PMC: 11807134. DOI: 10.1038/s41598-025-89245-0.


Cytotoxic T cells drive doxorubicin-induced cardiac fibrosis and systolic dysfunction.

Bayer A, Zambrano M, Smolgovsky S, Robbe Z, Ariza A, Kaur K Nat Cardiovasc Res. 2024; 3(8):970-986.

PMID: 39196030 DOI: 10.1038/s44161-024-00507-y.


Safety and biologic activity of a canine anti-CD20 monoclonal antibody in dogs with diffuse large B-cell lymphoma.

McLinden G, Avery A, Gardner H, Hughes K, Rodday A, Liang K J Vet Intern Med. 2024; 38(3):1666-1674.

PMID: 38662527 PMC: 11099711. DOI: 10.1111/jvim.17080.


Improved characterization and translation of NK cells for canine immunotherapy.

Razmara A, Gingrich A, Toedebusch C, Rebhun R, Murphy W, Kent M Front Vet Sci. 2024; 11:1336158.

PMID: 38379924 PMC: 10877038. DOI: 10.3389/fvets.2024.1336158.

References
1.
Chin Y, Yoshida T, Marusyk A, Beck A, Polyak K, Toker A . Targeting Akt3 signaling in triple-negative breast cancer. Cancer Res. 2013; 74(3):964-73. PMC: 3946502. DOI: 10.1158/0008-5472.CAN-13-2175. View

2.
Autio M, Leivonen S, Bruck O, Mustjoki S, Jorgensen J, Karjalainen-Lindsberg M . Immune cell constitution in the tumor microenvironment predicts the outcome in diffuse large B-cell lymphoma. Haematologica. 2020; 106(3):718-729. PMC: 7927991. DOI: 10.3324/haematol.2019.243626. View

3.
Uematsu S, Akira S . Toll-like receptors and Type I interferons. J Biol Chem. 2007; 282(21):15319-23. DOI: 10.1074/jbc.R700009200. View

4.
Rao S, Lana S, Eickhoff J, Marcus E, Avery P, Morley P . Class II major histocompatibility complex expression and cell size independently predict survival in canine B-cell lymphoma. J Vet Intern Med. 2011; 25(5):1097-105. DOI: 10.1111/j.1939-1676.2011.0767.x. View

5.
Danilova O, Dumont L, Levy N, Lansigan F, Kinlaw W, Danilov A . FASN and CD36 predict survival in rituximab-treated diffuse large B-cell lymphoma. J Hematop. 2015; 6(1):11-18. PMC: 4415532. DOI: 10.1007/s12308-012-0166-4. View