# Hot−yet−suppressed under PD−1 blockade: an RMP–NRF2–PD−L1 axis associated with a reduced proportional response in hepatocellular carcinoma

**Authors:** Mingzhu Zuo, Haiqiang Li, Na Chen, Zengjun Guo, Zhenghua Wan

PMC · DOI: 10.3389/fimmu.2026.1737569 · Frontiers in Immunology · 2026-02-05

## TL;DR

This study explores how RMP and NRF2 proteins influence the effectiveness of PD-1 blockade therapy in liver cancer, revealing a potential biomarker for treatment response.

## Contribution

The study identifies a novel RMP–NRF2–PD-L1 axis that correlates with reduced proportional response to PD-1 blockade in hepatocellular carcinoma.

## Key findings

- RMP overexpression increases NRF2 and PD-L1 levels, enhancing tumor growth and redox adaptation.
- RMP/NRF2-high tumors show reduced proportional response to PD-1 blockade despite initial tumor shrinkage.
- The RMP/NRF2/PD-L1 signature suggests a potential biomarker for predicting treatment outcomes in HCC.

## Abstract

Immune checkpoint blockade (ICB) provides therapeutic benefits to a subset of patients with hepatocellular carcinoma (HCC); however, reliable predictors of treatment efficacy remain scarce. This study investigates whether RPB5-mediating protein (RMP) facilitates the alignment of redox adaptation with immune checkpoint regulation, thereby influencing the extent of therapeutic benefit under programmed cell death protein 1 (PD-1) blockade. In Hepa1–6 and Hep3B cell lines, enforced expression of RMP resulted in elevated levels of NRF2 and PD-L1 proteins, alongside enhanced clonogenic growth and short-term migratory capacity. In a subcutaneous Hepa1–6 tumor model, RMP-overexpressing tumors exhibited accelerated growth and a distinct immunohistochemical profile characterized by increased levels of RMP, NRF2, PD-L1, Ki-67 and HO-1, indicative of a proliferative and redox-adapted state. Upon administration of anti-PD-1 therapy, both experimental cohorts demonstrated tumor regression; however, the RMP-overexpressing cohort exhibited a proportionally reduced inhibition compared to controls, despite experiencing greater absolute tumor shrinkage from a higher baseline. This suggests a limited response amplitude within the RMP/NRF2-high context. Post-therapy tissues from the overexpression cohort exhibited elevated levels of RMP, NRF2, HO-1, and PD-L1, alongside an immune microenvironment characterized by an increased presence of CD3/CD8 cells and a decreased presence of CD4/CD25 cells. This pattern is indicative of an inflamed yet suppressed state of adaptive immune resistance. Collectively, these observations support a model wherein continuous RMP–NRF2–HO-1 activity and persistent PD-L1 expression exert inhibitory pressure, even as PD-1 blockade facilitates cytotoxic T-cell infiltration. This dynamic accounts for the relatively lower inhibition observed in the overexpression context. The combined RMP/NRF2/PD-L1 signature proposes a mechanistically informed biomarker framework and suggests the potential for rational therapeutic combinations that pair PD-1 blockade with modulation of the redox pathway in HCC.

## Linked entities

- **Genes:** ABCA4 (ATP binding cassette subfamily A member 4) [NCBI Gene 24], GABPA (GA binding protein transcription factor subunit alpha) [NCBI Gene 2551], CD274 (CD274 molecule) [NCBI Gene 29126], HMOX1 (heme oxygenase 1) [NCBI Gene 3162], cd.3 (Cd.3 conserved hypothetical protein) [NCBI Gene 1258599], CD8A (CD8 subunit alpha) [NCBI Gene 925], CD4 (CD4 molecule) [NCBI Gene 920], IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 3559]
- **Proteins:** ABCA4 (ATP binding cassette subfamily A member 4), GABPA (GA binding protein transcription factor subunit alpha), CD274 (CD274 molecule), HMOX1 (heme oxygenase 1), Mki67 (antigen identified by monoclonal antibody Ki 67)
- **Diseases:** hepatocellular carcinoma (MONDO:0007256), HCC (MONDO:0007256)

## Full-text entities

- **Genes:** IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, Polr2e (polymerase (RNA) II (DNA directed) polypeptide E) [NCBI Gene 66420] {aka 2410021N14Rik, 25kDa, RPB5, XAP4}, HMOX1 (heme oxygenase 1) [NCBI Gene 3162] {aka HMOX1D, HO-1, HSP32, bK286B10}, Uri1 (URI1, prefoldin-like chaperone) [NCBI Gene 19777] {aka NNX3, Rmp}, IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 396814] {aka CD25, IL-2RA}, Gapdh (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 14433] {aka Gapd}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, CD274 (CD274 molecule) [NCBI Gene 574058] {aka PDL1}, POLR2E (RNA polymerase II, I and III subunit E) [NCBI Gene 5434] {aka RPABC1, RPB5, XAP4, hRPB25, hsRPB5}, CD3E (CD3 epsilon subunit of T-cell receptor complex) [NCBI Gene 397455] {aka CD3}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, NFE2L2 (NFE2 like bZIP transcription factor 2) [NCBI Gene 4780] {aka IMDDHH, NRF2, Nrf-2}, PDCD1 (programmed cell death 1) [NCBI Gene 100533201], URI1 (URI1 prefoldin like chaperone) [NCBI Gene 8725] {aka C19orf2, NNX3, PPP1R19, RMP, URI}, Cd274 (CD274 antigen) [NCBI Gene 60533] {aka A530045L16Rik, B7h1, Pdcd1l1, Pdcd1lg1, Pdl1}, Cd247 (CD247 antigen) [NCBI Gene 12503] {aka 4930549J05Rik, A430104F18Rik, Cd3, Cd3-eta, Cd3-zeta, Cd3h}, Ptgir (prostaglandin I receptor (IP)) [NCBI Gene 19222] {aka IP, PGI2}, Mki67 (antigen identified by monoclonal antibody Ki 67) [NCBI Gene 17345] {aka D630048A14Rik, Ki-67, Ki67}, Pdcd1 (programmed cell death 1) [NCBI Gene 18566] {aka Ly101, PD-1, Pdc1}, IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 3559] {aka CD25, IDDM10, IL2R, IMD41, TCGFR, p55}, Cd4 (CD4 antigen) [NCBI Gene 12504] {aka L3T4, Ly-4}, CD4 (CD4 molecule) [NCBI Gene 404704], Il2ra (interleukin 2 receptor, alpha chain) [NCBI Gene 16184] {aka CD25, Il2r, Ly-43}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, IFNG (interferon gamma) [NCBI Gene 396991], Keap1 (kelch-like ECH-associated protein 1) [NCBI Gene 50868] {aka INRF2, mKIAA0132}, Hmox1 (heme oxygenase 1) [NCBI Gene 15368] {aka D8Wsu38e, HO-1, HO1, Hemox, Hmox, Hsp32}, HMOX1 (heme oxygenase 1) [NCBI Gene 445512] {aka HSP32}, Nfe2l2 (nuclear factor, erythroid derived 2, like 2) [NCBI Gene 18024] {aka Nrf2}, URI1 (URI1 prefoldin like chaperone) [NCBI Gene 100627684]
- **Diseases:** HCC (MESH:D006528), hepatobiliary tumor (MESH:D004066), toxicity (MESH:D064420), OE tumors (MESH:D009369), HL (MESH:C538324)
- **Chemicals:** brusatol (MESH:C020237), eosin (MESH:D004801), DAPI (MESH:C007293), H&amp;E (MESH:D006371), Crystal-violet (MESH:D005840), H2O2 (MESH:D006861), hematoxylin (MESH:D006416), bevacizumab (MESH:D000068258), atezolizumab (MESH:C000594389), pyrimethamine (MESH:D011739)
- **Species:** Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090]
- **Cell lines:** C57BL/6 — Mus musculus (Mouse), Transformed cell line (CVCL_C0MU), Hepa1-6 — Mus musculus (Mouse), Hepatocellular carcinoma of the mouse, Cancer cell line (CVCL_0327), Hep3B — Homo sapiens (Human), Childhood hepatocellular carcinoma, Cancer cell line (CVCL_0326), RMP-OE — Homo sapiens (Human), Embryonic stem cell (CVCL_C3L4)

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12916707/full.md

## References

48 references — full list in the complete paper: https://tomesphere.com/paper/PMC12916707/full.md

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Source: https://tomesphere.com/paper/PMC12916707