Optimized protocol for identifying senescence-associated heterochromatin foci (SAHF) as markers of cellular senescence in blood samples

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Senescence-associated heterochromatin foci (SAHF) are distinct nuclear structures formed in senescent cells and involved in the permanent suppression of genes promoting cell proliferation. SAHF are composed of repressive chromatin marks and specific proteins. Their detection serves as a reliable hallmark of cellular senescence and holds potential clinical applications in aging research, cancer biology, regenerative medicine, and disease monitoring – including use as a marker of high cardiovascular risk in patients who have experienced acute cardiac conditions. This article reviews the current methods for SAHF detection in cultured cells and introduces an optimized protocol for identifying SAHF-positive cells in peripheral blood samples, which may facilitate non-invasive monitoring of senescence in vivo.

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  • 10.4161/cc.24986
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  • L Zhao + 10 more

Primary human fibroblasts undergoing oncogene-induced or replicative senescence are known to form senescence-associated heterochromatin foci (SAHF), which can stabilize the state of senescence. The retinoblastoma (RB) protein has an important role in SAHF; cells that lack active RB pathway fail to form SAHF. It has been known that the posttranslational modifications of RB, for example, phosphorylation, regulate its function. To date, whether methylation of RB impacts on the SAHF formation is unknown. Here we report that JMJD3, a histone demethylase catalyzing the tri-methylation of H3K27 (H3K27me3), can demethylate the non-histone protein RB at the lysine810 residue (K810), which is a target of the methyltransferase Set7/9. We detected a significant upregulation of JMJD3 during cellular senescence and SAHF formation in WI38 cells induced by H-RasV(12), and we found that ectopic expression of JMJD3 promoted cellular senescence and SAHF formation in WI38 cells. Furthermore, during the process of SAHF assembly, JMJD3 was transported to the cytoplasm and interacted with RB through its demethylase domain JmjC. Significantly, our data demonstrated that the JMJD3-mediated demethylation of RB at K810 impeded the interaction of RB with the protein kinase CDK4 and resulted in reduced level of phosphorylation of RB at Serine807/811 (S807/811), implicating an important role of the interplay between the demethylation and phosphorylation of RB in SAHF assembly. This study highlights the role of JMJD3 as a novel inducer of SAHF formation through demethylating RB and provides new insights into the mechanisms of cellular senescence and SAHF assembly.

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Prospects for cytokinesis-block micronucleus cytome assay in the comprehensive evaluation of cellular senescence markers
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In modern pathophysiology and clinical medicine, the search for new, more reliable cellular and molecular biomarkers remains a pressing issue, enabling the assessment of premature aging processes and predicting the risk or severity of many diseases. DNA damage, manifested in particular as micronuclei, is a key factor in initiating the aging process, as it reflects genomic instability. The loss of genomic stability due to physical, chemical, and biological genotoxic factors can lead not only to premature aging of the organism but also to chronic inflammation and the development of neurodegenerative and cardiovascular diseases, diabetes, cancer, and other conditions. Furthermore, studying genomic instability in stem cells is crucial for the development of cellular therapies aimed at slowing aging and treating related diseases. The cytokinesis-block micronucleus assay (CBMN) is proposed as a tool for elucidating the molecular mechanisms linking DNA damage with cellular senescence and aging outcomes at the organismal level. This method provides a range of quantitative indicators for a comprehensive assessment of cellular senescence manifestations, which can be utilized as potential biomarkers for disease risk evaluation and monitoring of disease progression, including as a marker of high cardiovascular risk in patients who have experienced acute cardiac conditions.

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Rb Protein is Essential to the Senescence-Associated Heterochromatic Foci Formation Induced by HMGA2 in Primary WI38 Cells
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Rb Protein is Essential to the Senescence-Associated Heterochromatic Foci Formation Induced by HMGA2 in Primary WI38 Cells

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  • Abstract
  • 10.1093/bib/bbaf631.040
DeepSAHF: deep learning-based detection of senescence-associated chromatin features reveals nuclear heterogeneity
  • Dec 12, 2025
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Senescence-associated heterochromatin foci (SAHF) are condensed chromatin domains that mark cellular aging. Manual microscopy-based counting of SAHF-positive nuclei is widely used but is labor-intensive, subjective, and limited by binary classification that overlooks nuclear heterogeneity, especially in intermediate senescence or under non-canonical chromatin features. Accurate automated detection remains challenging due to variability in nuclear morphology, fluorescence intensity, and imaging conditions, with current approaches relying on arbitrary thresholds that hinder reproducibility.We present DeepSAHF, a deep learning–based pipeline for robust and reproducible detection of senescence-specific chromatin states from fluorescence microscopy images. The workflow integrates image pre-processing, YOLO-based single nucleus segmentation, and chromatin pattern classification to identify SAHF-positive cells. An extension using a visual language model (VLM) systematically comments on nuclear shape and features, facilitating interpretability and filtering unsuitable nuclei (e.g., out-of-focus). DeepSAHF is trained and tested at 20× resolution on oncogene-induced senescence cells across multiple time points, using curated high-confidence images from literature and novel data to ensure generalization without manual thresholds.By enabling scalable, reproducible, and interpretable analysis of chromatin reorganization, DeepSAHF advances beyond traditional methods, opening avenues to explore nuclear heterogeneity in aging and stress responses, with broad applications in drug screening, regenerative medicine, and cancer biology.

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Overexpression of the Pituitary Tumor Transforming Gene Induces p53-dependent Senescence through Activating DNA Damage Response Pathway in Normal Human Fibroblasts
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  • Journal of Biological Chemistry
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Cardiovascular risk assessment in osteoporotic patients using osteoprotegerin as a reliable predictive biochemical marker
  • Aug 28, 2017
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Osteoprotegerin (OPG), a member of the tumour necrosis factor receptor (TNFR) superfamily of proteins known to be involved in a large number of biological systems, plays a pivotal role in bone remodelling. In addition to the roles of OPG in bone metabolism, it has been reported to be associated with a high cardiovascular risk in patients with metabolic syndrome. In most cases, the exact functions of OPG remain to be established; however, the widespread expression of OPG suggests that this molecule may have multiple biological activities, mainly in the cardiometabolic environment. The aim of this study was to evaluate the value of OPG as a predictive marker for cardiovascular and metabolic risk in osteoporotic patients. The study group comprised patients with osteoporosis, in order to evaluate the association between OPG serum levels and cardiovascular pathology. Our results revealed significant correlations between classical biochemical bone and metabolic parameters, such as osteocalcin and parathyroid hormone with lipid and glucose biomarkers, sustaining the crosstalk between calcium and bone parameters and cardiovascular risk. The OPG serum level proved to have a significant and independent predictive value for metabolic syndrome (MetS) as a cardiovascular risk standard in osteoporotic patients. The OPG serum levels were increased in patients with MetS as a protective response against the atherosclerotic lesions. The serum levels of 25-hydroxy vitamin D had significant and independent predictive value for cardiovascular and metabolic risk in our subjects, sustaining the active role of vitamin D beyond the area of bone metabolism.

  • Supplementary Content
  • Cite Count Icon 99
  • 10.4161/cc.6.7.4079
Heterochromatin and its Relationship to Cell Senescence and Cancer Therapy
  • Apr 1, 2007
  • Cell Cycle
  • Rugang Zhang + 1 more

Our goal is to understand the impact of chromatin structure on cell proliferation, cell and tissue aging, cancer and cancer therapies. To this end, we have investigated the formation of specialized domains of facultative heterochromatin, called Senescence Associated Heterochromatin Foci (SAHF), in senescent human cells. A complex of histone chaperones, HIRA and ASF1a, drives formation of SAHF. Remarkably, although SAHF are highly compacted domains of heterochromatin, these domains of facultative heterochromatin largely exclude other domains of chromatin at telomeres and pericentromeres, which are themselves thought to be constitutively heterochromatic. The relationship between SAHF formation and these other domains of heterochromatin is discussed. Also, in the course of our studies, we have obtained evidence that points to a novel function for the widely-studied but poorly-understood family of heterochromatin proteins, HP1 proteins. We propose that HP1 proteins are essential components of a dynamic nuclear response that senses and rectifies defects in epigenetic information, encoded in chromatin through histone modifications and DNA methylation. We further propose that defects in this essential "chromatin repair" response in transformed human cells contributes to the preferential killing of cancer cells by the epigenetic cancer therapies that are currently in clinical development.

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  • Research Article
  • Cite Count Icon 9
  • 10.3389/fcell.2022.810282
Advanced Oxidative Protein Products Drive Trophoblast Cells Into Senescence by Inhibiting the Autophagy: The Potential Implication of Preeclampsia.
  • Mar 9, 2022
  • Frontiers in Cell and Developmental Biology
  • Zhengjuan Li + 2 more

Introduction: Advanced oxidation protein products (AOPPs), the novel marker of oxidative stress, have been found to be elevated in preeclampsia (PE). To date, the effect of AOPPs on the senescence of trophoblast cells is still unclear. In this study, we investigated whether AOPPs promoted the senescence of trophoblast cells and explored the underlying mechanisms of AOPPs-induced aging process which may facilitate the progression of PE. Methods: The trophoblast cell line HTR-8/SV neo cells were cultured in the presence of PBS, AOPPs, AOPPs plus an anti-oxidant N-acetyl-L-cysteine (NAC). In some experiments, cells were pre-treated with rapamycin (an activator of autophagy), 3-MA (an inhibitor of autophagy), or cyclic pifithrin-α (PFT-α, an antagonist of p53), and then treated with AOPPs. Cellular senescence was analyzed by measuring the levels of senescence-associated β-galactosidase (SA β-Gal), senescence-associated heterochromatin foci (SAHF), mitochondrial membrane potential (ΔΨm), and cell cycle. Cell autophagic flux was analyzed by measuring tandem fluorescence-tagged LC3 reporter (mCherry-EGFP-LC3). Levels of p53, phosphorylated p53 (p-p53), p21, BECN1, p62, p-mTOR and p-p70S6K were measured by western blot. Results: Treatment with AOPPs significantly increased the levels of SA β-Gal and SAHF, the percentage of cells in the G0/G1 phase, and decreased cell ΔΨm compared with the control group. Co-treatment with NAC and AOPPs significantly reversed AOPPs-induced senescence. Pre-treatment with rapamycin or 3-MA significantly inhibited or promoted AOPPs-induced senescence, respectively. In addition, administration of AOPPs significantly decreased the numbers of mCherry+EGFP+ autophagosomes and mCherry+EGFP- autolysosomes in cells compared with cells treated with PBS. Furthermore, AOPPs significantly increased the levels of proteins p-p53, p21, p-mTOR and p-p70S6K compared with the control group. Pre-treatment with rapamycin or PFT-α significantly down-regulated the levels of SA β-Gal, SAHF, p-p53, p21, autophagy related protein p62, the percentage of cells in the G0/G1 phase, and significantly up-regulated ΔΨm, autophagy related protein BECN1, autophagosomes and autolysosomes compared with cells only treated with AOPPs. Conclusion: AOPPs may induce trophoblast cell senescence by inhibiting the autophagy process in a p53/mTOR/p70S6K-dependent pathway.

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Downregulation of Wnt Signaling Is a Trigger for Formation of Facultative Heterochromatin and Onset of Cell Senescence in Primary Human Cells
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  • Molecular cell
  • Xiaofen Ye + 5 more

Downregulation of Wnt Signaling Is a Trigger for Formation of Facultative Heterochromatin and Onset of Cell Senescence in Primary Human Cells

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P944Comparing therapeutic gap in lipid-lowering management between high-risk cardiovascular patients after acute coronary syndrome, stroke and critical limb ischemia
  • Oct 1, 2019
  • European Heart Journal
  • B Yan + 3 more

Background Guidelines recommend intensive low-density-lipoprotein cholesterol (LDL-C) lowering in high cardiovascular (CV) risk patients with acute coronary syndrome (ACS), stroke and critical limb ischemia (CLI). Purpose We evaluated LDL-C goal attainment and lipid-lowering treatment (LLT) in a Chinese population with ACS, stroke and CLI patients. Methods We retrospectively evaluated consecutive high CV risk patients discharged between 2013 and 2017 from 3 hospitals in Hong Kong. Lipid profile and LLT were compared among 3 patient groups: ACS, Stroke and CLI. Results Of 10,168 high-CV risk patients (mean age 70.6±13.7 years; 62.4% male), 64.0% were ACS, 33.6% stroke and 2.5% CLI. Between baseline and 12-month, mean LDL-C reduced from 2.7±1.1 to 2.0±0.8 mmol/L in ACS patients, 2.7±1.0 to 2.0±0.7 mmol/L in stroke patients and 2.5±1.0 to 2.2±0.9 mmol/L in CLI patients (p<0.01). Proportion of CLI patients (29.9%) who achieved target LDL-C <1.8mmol/L at month 12 was significantly lower than stroke (45.6%) and ACS (48.2%) patients (p<0.01). The mean residual distance to target LDL-C was greatest in CLI (0.8±0.8 mmol/L) compared to stroke (0.6±0.6 mmol/L) and ACS (0.7±0.7 mmol/L) patients (p<0.01). Use of statin therapy on discharge was highest in ACS (88.4%) compared to stroke (78.3%) and CLI (52.6%) patients (p<0.01). But use of high-potency statin (rosuvastatin ≥20mg, atorvastatin ≥40mg or simvastatin ≥80mg) on discharge was very low in stroke (3.0%) and CLI (2.0%) compared to ACS (21.4%, p<0.01) patients. At 12 months 28.8% ACS, 34.3% stroke and 51.4% CLI patients were on no LLT (p<0.01) and the use of high-potency statin did not change significantly (3.0% in stroke, p=0.99; and 1.2% in CLI, p=0.48). Despite the poor achievement in LDL-C target in CLI patients, the proportion of CLI patients switching to high-potency statin (0.8%) was significantly lower than stroke (1.3%) and ACS (5.2%) patients (p<0.01). Conclusion This study demonstrated significant therapeutic gaps in lipid-lowering management in high CV risk patients. In particular, CLI patients were less aggressively treated with LLT and hence larger proportion of patient not achieving LDL-C target compared to ACS and stroke patients.

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