Blood Cancer Study Links Epigenetic Protein To Survival Outcomes
Biology

Blood Cancer Study Links Epigenetic Protein To Survival Outcomes

Researchers find that elevated UHRF1 levels predict aggressive disease progression and poorer survival in adult T-cell leukemia/lymphoma patients.

By Priya Sharma
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Blood Cancer Study Links Epigenetic Protein To Survival Outcomes
UHRF1 protein expression in pathological specimens from ATLL group and control group. (A, B) Representative immunohistochemical staining of UHRF1 in ATLL group at 200 × and 400× magnification, respectively. (C, D) Representative immunohistochemical staining of UHRF1 in control group at 200 × and 400× magnification, respectively. (E, F) Box‑plots showing the optical density (E) and positive area percentage (F) of UHRF1 immunohistochemical signals. Data are presented as median (interquartile range, IQR). The median optical density of UHRF1 was 26.6 (19.8‑34.4) in ATLL group (n = 72) versus 1.3 (0.4‑3.5) in control group (n = 30). The median positive area percentage was 9.9 (7.3‑13.6) for ATLL group and 0.6 (0.1‑0.7) for control group. The Wilcoxon rank sum test was applied for between‑group comparison. UHRF1 optical density and positive area percentage were both significantly higher in ATLL tissues than in control tissues (P < 0.001). Ying Lin et al. / PloS one

An epigenetic protein normally responsible for maintaining DNA methylation during cell division is heavily overexpressed in adults suffering from a rare and aggressive blood cancer called adult T-cell leukemia/lymphoma. Researchers discovered that measuring levels of this protein could help doctors predict which patients face the highest risk of rapid disease progression and poor survival outcomes.

Adult T-cell leukemia/lymphoma, or ATLL, is a fast-moving malignancy of mature T-lymphocytes that is driven by persistent infection with the human T-cell leukemia virus type 1, known as HTLV-1. Despite intensive therapies, patient prognoses vary widely, and clinical staging alone often fails to capture how aggressive the disease will behave in individual cases. To uncover better molecular signposts, a research team led by scientists at Fujian Medical University Union Hospital investigated the role of UHRF1, a multifunctional epigenetic regulator essential for chromatin remodeling and DNA repair.

Elevated Protein Levels in Patient Tissues

The investigators examined tumor tissue samples collected from 72 ATLL patients treated between January 2018 and January 2025, comparing them against control tissues from 30 individuals with reactive lymphadenopathy. Using immunohistochemical staining quantified via digital image analysis, the team evaluated the optical density and percentage of positive pixels for the UHRF1 protein. The results, published in PloS one, revealed that the median optical density of UHRF1 reached 26.562 in ATLL tissue compared to just 1.306 in control samples, a statistically significant difference.

Fig 2: Kaplan-Meier survival analysis of PFS and OS stratified by UHRF1 expression in ATLL patients. (A) PFS was significantly shorter in patients with high UHRF1 expression versus low UHRF1 expression. (B) OS was markedly poorer in the high-UHRF1 group than in the low-UHRF1 group. Blue line: low UHRF1 expression; Yellow line: high UHRF1 expression. The log-rank test was applied for between‑group comparison.
Kaplan-Meier survival analysis of PFS and OS stratified by UHRF1 expression in ATLL patients. (A) PFS was significantly shorter in patients with high UHRF1 expression versus low UHRF1 expression. (B) OS was markedly poorer in the high-UHRF1 group than in the low-UHRF1 group. Blue line: low UHRF1 expression; Yellow line: high UHRF1 expression. The log-rank test was applied for between‑group comparison. Credit: Ying Lin et al. / PloS one

Further analysis connected this overexpression to severe clinical features. High UHRF1 levels correlated significantly with acute or lymphoma-type disease subtypes, systemic B symptoms, bone marrow invasion, elevated serum lactate dehydrogenase, and higher counts of the cellular proliferation marker Ki-67. Patients with high UHRF1 expression also carried significantly higher viral loads of the underlying HTLV-1 infection.

Survival Risks and Disease Progression

To determine the prognostic value of the protein, the researchers tracked patient survival outcomes over a median follow-up period of 10.5 months. During this window, 56 patients experienced disease progression and 43 died. Kaplan-Meier survival analysis showed that patients with elevated UHRF1 expression suffered significantly shorter progression-free survival and overall survival compared to those with low expression.

In multivariate Cox proportional hazards regression models that adjusted for confounding clinical variables, high UHRF1 expression remained an independent adverse predictor for both progression-free survival, with a hazard ratio of 1.959, and overall survival, with a hazard ratio of 2.397. These statistical models confirm that the protein carries prognostic weight independent of traditional staging indicators.

Fig 3: UHRF1 knockdown efficiency validation in ATLL HuT‑102 and MT‑4 cells. (A) qRT‑PCR detection of UHRF1 mRNA levels in HuT‑102 cells following UHRF1 knockdown with three independent shRNA constructs (KD1, KD2, KD3). UHRF1‑targeted shRNAs reduced UHRF1 mRNA abundance (0.740 ± 0.080, 0.269 ± 0.021, 0.822 ± 0.077 vs. 1.001 ± 0.080, P = 0.017,P < 0.001, and P = 0.048, respectively), and KD2 produced the most prominent silencing effect. UHRF1 mRNA values were normalized to ACTB. (B) Western‑blot analysis of UHRF1 protein in HuT‑102 cells after UHRF1 knockdown (KD2). The three NC lanes and the three KD2 lanes represent three independent biological replicates per group. GAPDH was used as the internal loading control. (C) qRT‑PCR analysis of UHRF1 mRNA expression in shRNA‑transduced MT‑4 cells. All three shRNA constructs down‑regulated UHRF1 mRNA (KD1, KD2, KD3: 0.775 ± 0.101, 0.287 ± 0.010, 0.266 ± 0.027 vs. 1.001 ± 0.050, P = 0.026,P < 0.001, and P < 0.001, respectively), with KD2 achieving the
UHRF1 knockdown efficiency validation in ATLL HuT‑102 and MT‑4 cells. (A) qRT‑PCR detection of UHRF1 mRNA levels in HuT‑102 cells following UHRF1 knockdown with three independent shRNA constructs (KD1, KD2, KD3). UHRF1‑targeted shRNAs reduced UHRF1 mRNA abundance (0.740 ± 0.080, 0.269 ± 0.021, 0.822 ± 0.077 vs. 1.001 ± 0.080, P = 0.017,P < 0.001, and P = 0.048, respectively), and KD2 produced the most prominent silencing effect. UHRF1 mRNA values were normalized to ACTB. (B) Western‑blot analysis of UHRF1 protein in HuT‑102 cells after UHRF1 knockdown (KD2). The three NC lanes and the three KD2 lanes represent three independent biological replicates per group. GAPDH was used as the internal loading control. (C) qRT‑PCR analysis of UHRF1 mRNA expression in shRNA‑transduced MT‑4 cells. All three shRNA constructs down‑regulated UHRF1 mRNA (KD1, KD2, KD3: 0.775 ± 0.101, 0.287 ± 0.010, 0.266 ± 0.027 vs. 1.001 ± 0.050, P = 0.026,P < 0.001, and P < 0.001, respectively), with KD2 achieving the Credit: Ying Lin et al. / PloS one

Laboratory Tests Reveal Cell Vulnerabilities

To understand what the protein does inside cancer cells, the researchers turned to laboratory experiments using human ATLL cell lines named HuT-102 and MT-4. Using short-hairpin RNA interference to silence the UHRF1 gene, the team observed dramatic changes in cell behavior. Knocking down UHRF1 significantly suppressed cell proliferation over a five-day culture period, causing severe growth arrest especially in MT-4 cells, which barely expanded at all.

Flow cytometry analysis showed that silencing the gene also triggered programmed cell death, or apoptosis. In HuT-102 cells, early and late apoptotic fractions increased significantly while viable cell percentages dropped. Furthermore, UHRF1 silencing disrupted normal cell cycle progression, prompting S-phase accumulation in HuT-102 cells and prominent G1-phase arrest in MT-4 cells.

Fig 4: Proliferation profiles of UHRF1‑knockdown ATLL HuT‑102 and MT‑4 cells evaluated by CCK‑8 assay. (A) Time‑course OD450 absorbance values of UHRF1‑knockdown HuT‑102 cells across five consecutive days. OD450 absorbance is proportional to the number of viable cells. (B) OD450 fold‑change normalized to day 1 for UHRF1‑knockdown HuT‑102 cells. (C) Serial OD450 absorbance measurements of UHRF1‑knockdown MT‑4 cells during 5‑day culture. (D) OD450 fold‑change relative to day 1 for UHRF1‑knockdown MT‑4 cells. Data are presented as mean ± standard deviation (SD). Student's t‑test was used to compare NC and KD2 groups at each time point (n = 3 per group). In HuT‑102 cells, UHRF1 silencing significantly suppressed proliferation from day 2 onward (day 2: P = 0.001, day3, 4, and 5: all P < 0.001), with no significant difference at day 1 (P = 1.000). In MT‑4 cells, UHRF1 knockdown produced significant growth inhibition from day 2 onward (day 2: P = 0.001; day 3/4/5: P < 0.001), while day 1 showed no s
Proliferation profiles of UHRF1‑knockdown ATLL HuT‑102 and MT‑4 cells evaluated by CCK‑8 assay. (A) Time‑course OD450 absorbance values of UHRF1‑knockdown HuT‑102 cells across five consecutive days. OD450 absorbance is proportional to the number of viable cells. (B) OD450 fold‑change normalized to day 1 for UHRF1‑knockdown HuT‑102 cells. (C) Serial OD450 absorbance measurements of UHRF1‑knockdown MT‑4 cells during 5‑day culture. (D) OD450 fold‑change relative to day 1 for UHRF1‑knockdown MT‑4 cells. Data are presented as mean ± standard deviation (SD). Student's t‑test was used to compare NC and KD2 groups at each time point (n = 3 per group). In HuT‑102 cells, UHRF1 silencing significantly suppressed proliferation from day 2 onward (day 2: P = 0.001, day3, 4, and 5: all P < 0.001), with no significant difference at day 1 (P = 1.000). In MT‑4 cells, UHRF1 knockdown produced significant growth inhibition from day 2 onward (day 2: P = 0.001; day 3/4/5: P < 0.001), while day 1 showed no s Credit: Ying Lin et al. / PloS one

Limits of the Current Evidence

While the experiments establish UHRF1 as a critical driver of the malignant phenotype in culture, the underlying molecular signaling pathways remain complex and incompletely mapped. The researchers investigated whether UHRF1 interacts directly with the adenosine monophosphate-activated protein kinase signaling pathway, which regulates cellular energy and metabolism. However, co-immunoprecipitation assays revealed no stable physical interaction between UHRF1 and AMPK or its regulatory phosphatase components under the tested conditions.

The authors note several limitations to their work, including its retrospective design, single-center patient cohort of 72 individuals, and reliance on cell line models. They emphasize that larger, multi-center prospective studies are needed to validate UHRF1 as a clinical biomarker and to explore its therapeutic potential in living biological models.

The research was published in PloS one on January 1, 2026.

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Reference(s)

  1. Lin, Ying., et al. “Elevated UHRF1 predicts unfavorable clinical outcomes in adult T-cell leukemia/lymphoma: Clinicopathological analysis and preliminary in vitro observations.” PLOS One, vol. 21, no. 11, November 11, 2026, pp. e0362674 Public Library of Science (PLoS), doi: 10.1371/journal.pone.0362674. <https://doi.org/10.1371/journal.pone.0362674>.

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Sharma, Priya. “Blood Cancer Study Links Epigenetic Protein To Survival Outcomes.” BioScience. BioScience ISSN 2521-5760, 12 November 2026. <https://www.bioscience.com.pk/en/subject/biology/elevated-uhrf1-predicts-unfavorable-clinical-outcomes-in-adult-t-cell-leukemia-lymphoma-clinicopathological-analysis-and-preliminary-in-vitro-observations>. Sharma, P. (2026, November 12). “Blood Cancer Study Links Epigenetic Protein To Survival Outcomes.” BioScience. ISSN 2521-5760. Retrieved November 12, 2026 from https://www.bioscience.com.pk/en/subject/biology/elevated-uhrf1-predicts-unfavorable-clinical-outcomes-in-adult-t-cell-leukemia-lymphoma-clinicopathological-analysis-and-preliminary-in-vitro-observations Sharma, Priya. “Blood Cancer Study Links Epigenetic Protein To Survival Outcomes.” BioScience. ISSN 2521-5760. https://www.bioscience.com.pk/en/subject/biology/elevated-uhrf1-predicts-unfavorable-clinical-outcomes-in-adult-t-cell-leukemia-lymphoma-clinicopathological-analysis-and-preliminary-in-vitro-observations (accessed November 12, 2026).
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