Table · dataset · 2026
Supplemental Material for: Unexpected Limited Immune Potentiation of Common Multikinase Inhibitors Combined with Immune Checkpoint Blockade in HCC: Insights from Murine Models
Listed in HKU DataHub and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34012506.v1
<p dir="ltr"><b>Introduction:</b></p><p dir="ltr">Blockade of vascular endothelial growth factor (VEGF) signaling can normalize tumor vasculature and enhance antitumor immunity, as exemplified by atezolizumab plus bevacizumab in hepatocellular carcinoma (HCC).
Description
VEGF receptor (VEGFR)-targeting multikinase inhibitors (MKIs) have therefore been considered superior partners for immune checkpoint inhibitors (ICIs) because of their broader inhibition of potentially immune-potentiating kinases.
However, most MKI–ICI combinations have shown limited clinical benefit. We hypothesized that MKIs may induce additional biological perturbations beyond VEGFR inhibition that counterbalance immune potentiation.</p><p dir="ltr"><b>Methods:</b></p><p dir="ltr">Murine HCC models (Hepa1-6 and Hep53.4) were treated with a selective anti-VEGFR2 antibody (DC101) or VEGFR-targeting MKIs (cabozantinib, lenvatinib, regorafenib) at low and high doses.
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Antiangiogenic activity was assessed by CD31⁺ microvessel density (MVD). Transcriptomic remodeling was analyzed by bulk RNA sequencing with gene set variation analysis and principal component analysis. Tumor-infiltrating lymphocytes (TILs) were evaluated for proliferation (Ki67 expression) and interferon-γ (IFN-γ) production.
Antitumor efficacy with or without anti–PD-1 was assessed<i> in vivo</i>.</p><p dir="ltr"><b>Results:</b><br>All MKIs demonstrated broadly <b>comparable antiangiogenic activity to DC101</b> (mean CD31<sup>+ </sup>MVD reduction vs. control: DC101, 27.6%; MKIs: 23.4–42%). <b>Despite this, selective VEGFR2 blockade induced minimal immune perturbation, </b>whereas MKIs induced <b>divergent transcriptomic remodeling</b> across immune, metabolic, stress-response, and proliferation-related pathways.
Notably, low-dose cabozantinib and lenvatinib showed reductions in both immune-activating and immune-suppressive gene signatures, <b>suggesting potentially opposing immunologic effects.</b><b> </b><b>Functionally, neither DC101 nor MKIs enhanced proliferation or IFN-γ production of tumor-infiltrating T cells. Moreover, MKIs did not improve the antitumor efficacy of anti–PD-1 therapy.</b></p><p dir="ltr"><b>Conclusion:</b><br>Despite similar antiangiogenic effects, MKIs induce broader transcriptomic remodeling without enhancing anti–PD-1 efficacy.
These findings suggest that VEGFR-targeting MKIs can induce opposing immune effects beyond VEGF–VEGFR blockade, potentially limiting net enhancement of antitumor immunity.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34012506.v1 ↗
DOI / persistent id · from datahub hku hk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from datahub hku hk
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
- Inferred from text
- Cancer 65% · Oncology and carcinogenesis 71% · RNA sequencing 75% · Sequencing 75%
Provenance · 4 source records, 40 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/34012506 | 9 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34012506 | 8 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34012506 | 8 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34012506 | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[disease].local:disease:cancer | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[field].anzsrc:group:3211 | enrichment · datahub hku hk | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[modality].local:modality:rna-seq | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:sequencing | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/description |
| license | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/rights |
| publication_date | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| title | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/title |