HLTF Antibody

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Description

Target Protein Overview

HLTF is a SWI/SNF family protein encoded by the HLTF gene on human chromosome 3. It functions as a:

  • Double-stranded DNA translocase with ATPase activity

  • Ubiquitin ligase for proliferating cell nuclear antigen (PCNA) polyubiquitination

  • Key regulator of genome stability through G-quadruplex (G4) suppression and replication stress response

Cancer Biology

  • Hepatocellular Carcinoma (HCC):

    • High HLTF expression correlates with tumor diameter, TNM stage, vascular invasion, and poor prognosis .

    • Promotes HCC metastasis via ERK/MAPK pathway activation through SRSF1 interaction .

Experimental ModelKey ResultCitation
Xenograft tumorsHLTF silencing ↓ tumor volume by 60%
Orthotopic modelsHLTF overexpression ↑ lung metastases
Patient tissuesHigh HLTF linked to 5-year survival <30%

Genome Stability

  • G-quadruplex Regulation:

    • Suppresses G4 accumulation via ATPase activity, preventing DNA damage .

    • Loss increases alternative lengthening of telomeres (ALT) by 3-fold in U2OS cells .

  • Replication Stress Response:

    • Restricts PrimPol-dependent repriming during G4 stabilization .

Functional Domains

HLTF's three critical domains govern its roles:

DomainFunctionImpact of Mutation
HIRANDNA bindingDisrupts replication fork reversal
RING FingerUbiquitin ligase activityImpairs PCNA modification
ATPaseG4 resolution & ALT suppression↑ Telomeric RNA-DNA hybrids

These domains make HLTF antibody essential for studying structure-function relationships in DNA repair mechanisms .

Therapeutic Implications

  • Biomarker Potential: miR-511-5p inversely regulates HLTF, suggesting therapeutic targeting opportunities .

  • Drug Sensitivity: HLTF-deficient cells show 40% increased sensitivity to G4-stabilizing agents like pyridostatin .

Product Specs

Buffer
PBS with 0.1% Sodium Azide, 50% Glycerol, pH 7.3. Store at -20°C. Avoid freeze / thaw cycles.
Lead Time
Typically, we can ship your orders within 1-3 business days of receipt. Delivery times may vary depending on the purchase method and location. For specific delivery timeframes, please consult your local distributor.
Synonyms
DNA-binding protein/plasminogen activator inhibitor 1 regulator antibody; Helicase like transcription factor antibody; Helicase-like transcription factor antibody; HIP116 antibody; HIP116A antibody; HLTF 1 antibody; Hltf antibody; HLTF_HUMAN antibody; HLTF1 antibody; p113 antibody; RING finger protein 80 antibody; RNF80 antibody; SMARC A3 antibody; SMARCA 3 antibody; SMARCA3 antibody; SNF2-like 3 antibody; SNF2L3 antibody; Sucrose nonfermenting protein 2 like 3 antibody; Sucrose nonfermenting protein 2-like 3 antibody; SWI/SNF related matrix associated actin dependent regulator of chromatin subfamily A member 3 antibody; SWI/SNF-related matrix-associated actin-dependent regulator of chromatin a3 antibody; SWI/SNF-related matrix-associated actin-dependent regulator of chromatin subfamily A member 3 antibody; ZBU 1 antibody; ZBU1 antibody
Target Names
HLTF
Uniprot No.

Target Background

Function
HLTF exhibits both helicase and E3 ubiquitin ligase activities. It possesses intrinsic ATP-dependent nucleosome-remodeling activity, which is potentially crucial for the transcriptional activation or repression of specific target promoters. These may include the SERPINE1 and HIV-1 promoters, as well as the SV40 enhancer, to which HLTF can bind directly. HLTF plays a vital role in error-free postreplication repair (PRR) of damaged DNA and maintains genomic stability by functioning as a ubiquitin ligase for 'Lys-63'-linked polyubiquitination of chromatin-bound PCNA.
Gene References Into Functions
  1. Research suggests that HIV-1 vpr mediates the polyubiquitination of HLTF by directly loading it onto the C-terminal WD40 domain of DCAF1 within the CRL4 complex, an E3 ubiquitin ligase. (vpr = vpr gene product of Human immunodeficiency virus 1; HLTF = human helicase like transcription factor; DCAF1 = human Vpr (HIV-1) binding protein; CRL4 = human E3 ubiquitin ligase CRL4) PMID: 29079575
  2. A low WT HLTF expression coupled with a high I21R HLTF expression is correlated with a poor disease-free survival. PMID: 29661164
  3. Current research does not provide compelling evidence to suggest that PAI-1 gene variants are involved in the risk of DR or the development of DR during the course of T2DM. PMID: 28632032
  4. A substantial number of SNF2 family, DNA and ATP-dependent motor proteins are essential during transcription, DNA replication, and DNA repair to manipulate protein-DNA interactions and alter DNA structure. SMARCAL1, ZRANB3, and HLTF are three closely related members of this family with specialized functions that safeguard genome stability during DNA replication. [review] PMID: 28954549
  5. Depletion of SMARCAL1, a SNF2-family DNA translocase that remodels stalled forks, restores replication fork stability and reduces the formation of replication stress-induced DNA breaks and chromosomal aberrations in BRCA1/2-deficient cells. Notably, alongside SMARCAL1, other SNF2-family fork remodelers, including ZRANB3 and HLTF, contribute to nascent DNA degradation and genomic instability. PMID: 29053959
  6. HIV-1 vpr re-programs CRL4(DCAF1) E3 to direct HLTF for proteasome-dependent degradation, independent of previously documented Vpr interactions with base excision repair enzyme uracil DNA glycosylase (UNG2) and crossover junction endonuclease MUS81, which Vpr also targets for degradation through CRL4(DCAF1) E3. PMID: 27335459
  7. Fasudil reduces LPS-mediated TF and PAI-1 expression and activity in PBMCs. These effects may partly contribute to the clinical benefits observed with fasudil in the treatment of CAPD patients. PMID: 27756191
  8. HLTF undergoes degradation in lymphocytic cells and macrophages infected with Vpr-expressing HIV-1. This finding reveals a previously unrecognized strategy employed by HIV-1 to antagonize DNA repair mechanisms in host cells. PMID: 27114546
  9. HLTF expression is altered in various cancers through two primary mechanisms: gene silencing via promoter hypermethylation or alternative mRNA splicing, leading to the expression of truncated proteins lacking DNA repair domains. [review] PMID: 26472339
  10. HLTF facilitates the filling-in of gaps opposite damaged DNA during replication, and this postreplication repair function is reliant on its HIRAN domain. PMID: 26350214
  11. These findings suggest a mechanism of helicase-like transcription factor HLTF-mediated fork reversal, highlighting the requirement for distinct fork remodeling activities within the cell. PMID: 26051180
  12. These results indicate that the HIRAN domain functions as a sensor for the 3'-end of the primer strand at the stalled replication fork and facilitates fork regression. PMID: 25858588
  13. A study demonstrates a correlation between HLTF expression level and thyroid neoplastic progression, where three truncated forms are detected in thyroid carcinoma. PMID: 25005870
  14. Research provided evidence that methylation of HLTF, particularly HPP1 detected in serum, is strongly associated with cell death in CRC using LDH as a surrogate marker. PMID: 24708595
  15. Results demonstrate that loss of HLTF function promotes the malignant transformation of intestinal or colonic adenomas to carcinomas by inducing genomic instability. PMID: 22452792
  16. Research clarifies a previously unknown USP7-HLTF-PCNA molecular network that controls the DNA damage response. PMID: 21845734
  17. HLTF possesses the ability to displace a wide range of proteins, including replication protein A (RPA), PCNA, and replication factor C (RFC), thus providing the first instance of a protein clearing activity at the stalled replication fork. PMID: 21795603
  18. HLTF and SHPRH suppress mutagenesis in a damage-specific manner, preventing mutations induced by UV rays and methyl methanesulfonate. PMID: 21396873
  19. Research suggests that HLTF is involved in DNA repair and apoptosis in cancer cells, potentially serving as a target for gene therapies in human cancer. PMID: 20535496
  20. This is the first report to identify the regulatory mechanism of HLTF by CHFR, indicating that CHFR-mediated downregulation of HLTF may contribute to cancer protection. PMID: 20388495
  21. HLTF can promote error-free replication of damaged DNA and supports a role for HLTF in preventing mutagenesis and carcinogenesis, thus supporting its potential as a tumor suppressor. PMID: 19948885
  22. These results indicate that HLTF promoter hypermethylation is frequently observed in human gastric cancer, and inactivation of HLTF or the chromatin-remodeling complex may play a crucial role in gastric carcinogenesis. PMID: 12766908
  23. Acetylation of histones H3 and H4 in the 5' CpG island of the HLTF gene was inversely associated with DNA methylation status. PMID: 12901794
  24. Methylation helicase-like transcription factor is associated with advanced esophageal squamous cell carcinoma. PMID: 17094449
  25. HLTF activation was recently linked to the initial stages of carcinogenesis in an experimental model of estrogen-induced kidney tumor. [REVIEW] PMID: 18034322
  26. HLTF physically interacts with the Rad6-Rad18 and Mms2-Ubc13 ubiquitin-conjugating enzyme complexes and promotes Lys-63-linked polyubiquitination of proliferating cell nuclear antigen at its Lys-164 residue. PMID: 18316726
  27. Splice arrays and RT-PCR revealed that while most splice variants in RUSH and ATP11B are conserved in human and rabbit, the RFBP isoform is specific to rabbit. PMID: 18584949
  28. HLTF and SHPRH are functional homologues of yeast Rad5 that cooperatively mediate PCNA polyubiquitination and maintain genomic stability. PMID: 18719106
  29. An association exists between the presence of helicase-like transcription factor and the neoplastic progression of hypopharyngeal and laryngeal squamous cell carcinomas. PMID: 18825407
  30. Hypopharyngeal squamous cell carcinomas exhibiting high levels of HLTF have a poorer prognosis. PMID: 19614770
  31. Biochemical characterization of cellular HLTF is described. PMID: 19723507
  32. HLTF/SMARCA3, a member of the SWI/SNF family, is a common target for methylation and epigenetic gene silencing in colon cancer and a candidate colon cancer suppressor gene. PMID: 11904375
  33. SMARCA3 is the human gene for RUSH transcription factors (U66564, U66565; Mol Endocrinol, 1996, 10:1335-1349). A binding partner has been cloned and characterized (AF236061; JBC, 2001, 276:3641-3649). PMID: 11058586

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Database Links

HGNC: 11099

OMIM: 603257

KEGG: hsa:6596

STRING: 9606.ENSP00000308944

UniGene: Hs.3068

Protein Families
SNF2/RAD54 helicase family, RAD16 subfamily
Subcellular Location
Cytoplasm. Nucleus. Nucleus, nucleolus. Nucleus, nucleoplasm.
Tissue Specificity
Expressed in brain, heart, kidney, liver, lung, pancreas, placenta and skeletal muscle.

Q&A

What is HLTF and what are its key functions in cellular processes?

HLTF is a multifunctional protein that serves primarily as a DNA translocase involved in post-replication DNA repair. HLTF has several critical functions:

  • Fork reversal activity: HLTF promotes replication fork remodeling during replication stress, preventing other mechanisms of replication stress tolerance in cancer cells . EM studies have confirmed HLTF as a bona fide fork reversal protein in human cells, with HLTF-KO cell lines exhibiting a significant 2-3 fold reduction in reversed fork frequency .

  • Ubiquitin ligase activity: Similar to yeast Rad5, HLTF functions as a ubiquitin ligase that promotes the polyubiquitination of proliferating cell nuclear antigen (PCNA) at its Lys-164 residue . This activity is crucial for error-free post-replication repair of damaged DNA.

  • Interaction with DNA repair proteins: HLTF physically interacts with multiple DNA repair proteins including the Rad6-Rad18 and Mms2-Ubc13 ubiquitin-conjugating enzyme complexes . It also interacts with mismatch repair (MMR) proteins, with human HLTF shown to directly interact with MSH2 .

What is the molecular weight of HLTF and how should it appear on Western blots?

HLTF has a molecular weight of approximately 130 kDa on SDS-PAGE gels . When working with HLTF antibodies:

  • The immunoprecipitated HLTF typically runs at the predicted molecular weight of 116 kDa

  • Non-immunoprecipitated HLTF in input lanes may run at a slightly higher molecular weight and show several additional bands

  • This pattern is consistent with manufacturer specifications for commercial HLTF antibodies

In which tissues and cell types is HLTF expressed?

HLTF is expressed in various cell types including:

  • Cancer cell lines such as HCT116 and HeLa cells

  • Primary human macrophages (MDMs), with expression detected at day 4 or day 7 following differentiation of freshly isolated monocytes

  • Multiple tissues in human and animal models, though expression levels vary significantly

Interestingly, HLTF expression in non-dividing cells like macrophages suggests potential functions beyond its established role in S-phase DNA repair .

How can researchers detect altered HLTF function in replication stress models?

To detect HLTF's role in replication stress, several experimental approaches are recommended:

DNA fiber analysis to assess replication dynamics:

  • Pulse-label cells with IdU followed by CldU in the presence of replication stressors (e.g., 50μM HU or MMC)

  • In wild-type cells, replication tracts shorten by ~30% upon drug treatment

  • HLTF-KO cells exhibit unrestrained fork progression (no shortening of tracts)

  • This phenotype can be observed in various cell types including cancer cell lines (K562) and non-cancerous cells (RPE1)

Detection of fork reversal by electron microscopy:

  • Isolate replication intermediates after exposing cells to replication stressors

  • Use in vivo psoralen crosslinking and EM analysis

  • Quantify reversed fork structures (typically ~23% of replication intermediates in wild-type cells treated with HU)

  • HLTF-KO cells show 2-3 fold reduction in reversed fork frequency

S1 nuclease assay for discontinuous replication:

  • Treat cells with replication stressors (e.g., 50μM HU)

  • Incubate permeabilized cells with/without S1 nuclease

  • S1 treatment specifically shortens replication tracts in HLTF-KO cells under stress conditions, indicating discontinuous replication with ssDNA gaps

What controls should be included when studying HLTF's role in DNA repair mechanisms?

Comprehensive controls are essential when investigating HLTF function:

Genetic controls:

  • HLTF-KO cell lines (multiple clones recommended to rule out off-target effects)

  • HLTF-HIRAN domain mutants (to distinguish effects of different HLTF domains)

  • Complementation with wild-type or mutant HLTF expression constructs

  • Double knockout models (e.g., HLTF-PRIMPOL-dKO) to study pathway dependencies

Experimental controls for immunoprecipitation:

  • DNase treatment controls to distinguish DNA-mediated from direct protein-protein interactions

  • Empty vector controls for tagged-protein expression systems

  • Negative control antibodies for immunoprecipitation

  • Input samples (5-10% of lysate) to verify protein expression levels

Technical validation:

  • siRNA-resistant HLTF constructs for rescue experiments

  • Multiple HLTF antibodies targeting different epitopes

  • Cell cycle synchronization to account for cell cycle-dependent effects

How can researchers distinguish between HLTF's functions and those of its related proteins SHPRH and SMARCAL1?

HLTF belongs to a small family of DNA translocases including SMARCAL1 and ZRANB3 that catalyze fork regression activity. To distinguish their functions:

Protein-specific interactions:

  • HLTF selectively interacts with MSH2 but not MLH1

  • SHPRH interacts with MLH1 but not MSH2

  • These differential interactions persist after DNase treatment, confirming specific protein-protein interactions

Functional assays:

  • MNNG sensitivity: SHPRH-KO cells show moderate resistance to alkylating agents, whereas HLTF-KO cells remain sensitive

  • Double knockout (HLTF/SHPRH-dKO) shows similar resistance to SHPRH-KO alone, suggesting non-redundant functions

Domain-specific assays:

  • The HIRAN domain of HLTF is required for restraining replication fork progression

  • HLTF's RING domain mediates its ubiquitin ligase activity

  • Domain-specific mutations can help differentiate the multiple functions of HLTF

What are the methodological considerations for studying HLTF in cancer models?

When investigating HLTF in cancer contexts, researchers should consider:

Expression analysis:

Experimental models:

  • Cell line-derived xenograft (CDX) models with controlled HLTF status are valuable

  • For colorectal cancer studies, HCT116-derived models with shRNA knockdown of HLTF have been established

  • Both the tumor cells and tumor microenvironment (TME) should be considered, as HLTF status in both compartments affects tumor biology

Response to therapy:

  • HLTF-deficient cells show reduced DNA damage signaling (ATR/ATM) after replication stress

  • HLTF loss can affect sensitivity to chemotherapeutic agents

  • Combined analysis of HLTF with other DNA repair factors provides more comprehensive insights into therapy response

Why might HLTF antibodies show inconsistent banding patterns in Western blot applications?

Several factors can contribute to variable HLTF detection patterns:

Post-translational modifications:

  • HLTF undergoes various modifications that can alter its migration pattern

  • Ubiquitination of HLTF (particularly in HIV-1 Vpr-expressing cells) can generate additional bands

  • Phosphorylation status may vary depending on cellular context

Protein degradation mechanisms:

  • HLTF can be targeted for proteasomal degradation by viral proteins like HIV-1 Vpr

  • Endogenous degradation pathways may generate cleavage products

  • Use of protease inhibitors during sample preparation is critical

Technical recommendations:

  • Freshly prepared samples typically yield cleaner results

  • Include positive controls from cells known to express HLTF

  • Compare results using antibodies targeting different HLTF epitopes

  • Verify specificity using HLTF-knockout lysates as negative controls

How can researchers optimize immunoprecipitation protocols for studying HLTF interactions?

For successful HLTF co-immunoprecipitation studies:

Sample preparation:

  • Nuclear fractionation is recommended as HLTF primarily localizes to the nucleus

  • Use of 1:50 dilution of HLTF antibody has been validated for immunoprecipitation

  • Include DNase treatment controls to distinguish DNA-mediated from direct protein interactions

Buffer conditions:

  • Salt concentration is critical: too high may disrupt interactions, too low increases nonspecific binding

  • Mild detergents (0.1% NP-40) help maintain protein complex integrity

  • Consider crosslinking approaches for transient interactions

Validation approaches:

  • Reciprocal IP (pull down with antibody against interaction partner)

  • Both endogenous and tagged-protein approaches provide complementary evidence

  • Follow interactions under different conditions (e.g., DNA damage, cell cycle phases)

What pitfalls should researchers avoid when analyzing HLTF function in cell cycle studies?

When studying HLTF's impact on cell cycle progression:

Common pitfalls:

  • Cell type-specific effects: HLTF loss impacts different cell types differently

  • Failure to account for cell synchronization: HLTF's effects are most pronounced during S-phase

  • Incomplete pathway analysis: HLTF functions within complex DNA repair networks

Recommended approaches:

  • Quantitative image-based cytometry (QIBC) for cell cycle analysis provides superior resolution compared to standard flow cytometry

  • Dual pulse labeling (e.g., EdU/BrdU) allows tracking of cell progression through S-phase

  • Combined analysis of DNA content and replication markers provides more complete cell cycle assessment

Key considerations:

  • HLTF-KO cells progress faster through S-phase under replication stress conditions

  • This accelerated progression depends partly on the primase PRIMPOL

  • Cell cycle differences emerge after replication stress induction, not under normal conditions

How do HLTF mutations affect its function in different experimental systems?

HLTF contains several functional domains with distinct roles:

HIRAN domain mutations:

ATPase domain mutations:

  • The DE557,558AA ATPase mutant lacks translocase activity but retains protein interaction capabilities

  • This mutation abolishes fork regression activity but not protein complex formation

  • Useful for separating enzymatic from scaffolding functions of HLTF

RING domain mutations:

  • Affect HLTF's ubiquitin ligase activity

  • Can be used to study PCNA polyubiquitination independently of fork remodeling

  • Important for understanding pathway-specific functions

What are the best experimental approaches for studying HLTF's role at the replication fork?

To effectively study HLTF's functions at replication forks:

In vitro fork regression assays:

  • Purified HLTF protein can process model replication fork structures

  • HLTF concertedly unwinds and anneals the nascent and parental strands without exposing extended single-stranded regions

  • SSB proteins do not affect HLTF-mediated fork regression, unlike conventional helicase assays

Chromatin association studies:

  • iPOND (isolation of Proteins On Nascent DNA) to identify HLTF recruitment to replication forks

  • SIRF (in situ analysis of protein interactions at DNA replication forks) for visualization of HLTF at individual forks

  • ChIP-seq approaches for genome-wide analysis of HLTF binding sites

Protein-protein interaction mapping:

  • HLTF interacts with key replication and repair factors including PCNA, Rad18, Mms2, and Ubc13

  • These interactions occur constitutively and are not significantly affected by DNA damage induction

  • Both endogenous and tagged protein approaches provide complementary information

How should researchers interpret contradictory findings on HLTF's role in cancer progression?

The literature contains seemingly contradictory findings about HLTF in cancer:

Tumor suppressor evidence:

  • HLTF is frequently silenced by hypermethylation in colorectal cancer

  • HLTF deficiency accelerates tumorigenesis in mouse models

  • HLTF promotes error-free DNA repair, consistent with tumor suppressor function

Oncogenic properties:

  • HLTF is upregulated in hepatocellular carcinoma and promotes tumor progression

  • HLTF-deleted cancer cells show increased sensitivity to certain DNA damaging agents

  • HLTF can activate specific signaling pathways like ERK/MAPK in HCC

Reconciliation approaches:

  • Tissue-specific effects: HLTF may have different roles depending on tissue context

  • Stage-specific functions: HLTF may be important for initial genome stability but problematic in established cancers

  • Pathway dependencies: HLTF's function may depend on the status of other DNA repair pathways

  • Consider both tumor cells and the tumor microenvironment, as HLTF status in both can affect cancer progression

What are the advantages and limitations of different HLTF knockdown/knockout approaches?

Researchers have multiple options for modulating HLTF expression:

ApproachAdvantagesLimitationsExperimental Considerations
CRISPR-Cas9 KOComplete protein elimination
Stable phenotype
Clean genetic background
Potential compensation mechanisms
Possible off-target effects
Not suitable for essential genes
Multiple guide RNAs recommended
Multiple clones should be analyzed
Rescue experiments essential
siRNA knockdownRapid implementation
Dose-dependent effects
Less compensation than KO
Transient effect
Incomplete knockdown
Variable efficiency
Target validation required
Transfection optimization needed
Multiple siRNAs recommended
shRNA knockdownStable knockdown
Inducible systems available
Suitable for in vivo studies
May lose effectiveness over time
Variable silencing efficiency
Potential off-target effects
Puromycin selection recommended
GFP co-expression helpful for monitoring
Polyclonal populations may show heterogeneity
Domain-specific mutationsDissection of specific functions
Structure-function insights
Identification of separation-of-function alleles
May disrupt protein stability
Potential dominant-negative effects
Challenging design
Expression level matching to endogenous
Multiple mutations may be needed
Structural information guides design

How can researchers effectively study HLTF in primary human cells and tissues?

Working with HLTF in primary samples presents unique challenges:

Primary cell isolation and culture:

  • HLTF is expressed in primary human macrophages and can be studied following monocyte differentiation

  • Expression should be verified as it may vary with differentiation stage (e.g., detectable at day 4 or 7 post-differentiation)

  • Primary lymphocytes and dendritic cells may also be relevant for studying HLTF's immune functions

Tissue sample analysis:

  • Immunohistochemistry for HLTF requires careful optimization and validation

  • FFPE samples can be used with appropriate antigen retrieval methods

  • Spatial transcriptomics provides valuable information on positional gene patterns within intact tissue samples

Multi-omics approaches:

  • Combining RNAseq with species-specific mapping and spatial transcriptomics provides comprehensive insights

  • Proteomics approaches (e.g., 2D DIGE, MALDI-TOF/TOF mass spectrometry) complement transcriptomic data

  • Integrated analysis yields holistic understanding of HLTF's role in complex biological processes

What are the most appropriate cellular assays for measuring HLTF-dependent DNA repair capacity?

To assess HLTF's impact on DNA repair mechanisms:

Replication stress tolerance:

  • Colony formation assays following treatment with replication stressors (HU, MMS, MMC)

  • HLTF-deficient cells show reduced DSB formation and increased survival upon replication stress

  • HLTF loss confers mild resistance to alkylating agents like MNNG, but not to the level of MMR-deficient cells

DNA damage signaling:

  • Western blot analysis of ATR/ATM activation markers following high-dose HU treatment (3mM)

  • HLTF-KO cells show reduced DNA damage signaling compared to wild-type cells

  • Analysis of γH2AX foci formation provides cellular resolution of DNA damage response

Pathway-specific assays:

  • PRIMPOL-dependent mechanisms can be assessed in HLTF-KO cells using PRIMPOL knockdown/knockout

  • REV1-dependent translesion synthesis in HLTF-HIRAN mutants requires specific TLS polymerase inhibition/depletion

  • Combined genetic approaches (double knockouts, domain-specific mutations) help dissect pathway dependencies

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