Evidence map›Paper›PMID 41844944›Full record

ArticleScientific reports2026

Peripheral blood mononuclear cell gene expression signatures predict long-term survivorship in canine DLBCL.

Kirthana Rao, Zechuan Rao, Angelina Huang, Scott Heston, Max Wang, Ümmügülsüm Yildiz-Altay, Fatima Qutab, Danny A Kwong, Heather L Gardner, Jillian M Richmond and 1 more

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Kirthana Rao *Department of Dermatology, UMass Chan Medical School, Worcester, MA, USA.
Zechuan Rao *Department of Dermatology, UMass Chan Medical School, Worcester, MA, USA.
Angelina Huang *Department of Dermatology, UMass Chan Medical School, Worcester, MA, USA.
Scott HestonDepartment of Dermatology, UMass Chan Medical School, Worcester, MA, USA.
Max WangDepartment of Dermatology, UMass Chan Medical School, Worcester, MA, USA.
Ümmügülsüm Yildiz-AltayDepartment of Dermatology, UMass Chan Medical School, Worcester, MA, USA.
Fatima QutabDepartment of Dermatology, UMass Chan Medical School, Worcester, MA, USA.
Danny A KwongDepartment of Dermatology, UMass Chan Medical School, Worcester, MA, USA.
Heather L GardnerTufts Cummings School of Veterinary Medicine, North Grafton, MA, USA. heather.gardner@tufts.edu.
Jillian M RichmondDepartment of Dermatology, UMass Chan Medical School, Worcester, MA, USA. jillian.richmond@tufts.edu.
Cheryl A LondonTufts Cummings School of Veterinary Medicine, North Grafton, MA, USA. cheryl.london@tufts.edu.

Funding

NIH HHS K01OD028268-01A1NIH HHS U01CA224153-01
6 · The paper itself

Abstract

Pet dogs spontaneously develop a form of diffuse large B cell lymphoma (DLBCL) that recapitulates many of the features of double hit (MYC/BCL2) human DLBCL. We recently completed a clinical trial in dogs with DLBCL using a combination of canine anti-CD20 antibody and low dose doxorubicin followed by one of three small molecule immune-modulating agents (KPT-9274, TAK-981 or RV1001). Clinical outcomes and tumor specific biomarkers of response from these dogs have been previously reported. In this study, we used the NanoString Canine IO panel to assess dynamic changes in gene counts from peripheral blood mononuclear cells (PBMCs) collected longitudinally from these from dogs over the course of their treatment to identify immune correlates associated with early relapse versus long-term survivorship. Increases in interferon-stimulated gene (ISG) signatures and immune skewing genes [CCR9, CD209 (DC-SIGN), CMKLR and DDX58 (RIG-I)] were associated with shorter (< 400 day) survival times and early relapse. In contrast, CD1E and CCL14 were elevated post-immunotherapy in long-term (> 400 day) survivors, suggesting that these may be associated with protective immune signatures. Examining genes that were expressed in short- versus long-term survivors early on in the treatment regimen identified TBHD, NPNT and ISG20 as elevated in dogs with shorter survival times at day 7. To facilitate point-of-care PBMC gene expression testing that could be used to distinguish those dogs likely to require more intensive treatment regimens in advance of relapse, we developed qPCR assays for TBHD, NPNT and ISG20. Together these data provide proof of principle that biomarker interrogation in PBMCs can help predict early relapse and poor responders to inform clinical management of DLBCL.

Indexed as

Dog DiseasesLeukocytes, MononuclearLymphoma, Large B-Cell, DiffuseTranscriptomeAnimalsBiomarkers, TumorDogsDoxorubicinFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticBiomarkers, TumorDoxorubicinCancer immunotherapyCanine (dog)Diffuse large B cell lymphoma (DLBCL)Immune landscapeInterferon (IFN)Liquid/blood biopsy

Identifiers

PMID41844944
PMCPMC13018486

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.