Radical Radiotherapy for Head and Neck Cancers in Ataxia Telangiectasia: A Comprehensive Evidence-Based Review for Radiation Oncologists
Essential Clinical Pearls for Radiation
Oncologists
1.
Extreme Radiosensitivity Requires Dramatic Dose Reduction
Patients with germline ataxia telangiectasia (A-T) exhibit 3-4 fold increased
radiosensitivity compared to normal individuals. Conventional radiotherapy
doses (60-70 Gy) are potentially fatal and absolutely contraindicated.
Treatment requires 50-67% dose reduction from standard protocols, with careful reduction
of dose per fraction (0.5-0.75 Gy per fraction) and intensive weekly
monitoring.[1][2][3][4][5][6]
2. Avoid
Radiotherapy When Possible in Germline A-T
The preferred approach for confirmed germline A-T patients with cancer is to
avoid radiotherapy entirely if alternative treatments exist. Prioritize
surgical resection and carefully dose-reduced chemotherapy (also 50% dose
reduction). When radiotherapy is unavoidable, it should generally be delivered
with palliative rather than curative intent due to substantial toxicity risk.[4][6]
3. Screen
for Undiagnosed A-T Before Treatment
Maintain high clinical suspicion for A-T in patients presenting with
progressive ataxia, oculocutaneous telangiectasia, elevated alpha-fetoprotein
(>100 µg/L), immunodeficiency, multiple primary malignancies at young age,
or history of severe radiation reactions. Genetic testing with ATM gene
sequencing should be performed before initiating radiotherapy when A-T is
suspected.[3][6][7][8]
4.
Somatic ATM Mutations Predict Exceptional Radiotherapy Response
Sporadic head and neck cancers harboring somatic ATM mutations (particularly
truncating mutations) demonstrate exceptional responses to radiotherapy, with
median local control of 4.62 years even with palliative treatment regimens.
These patients can receive standard radiation doses and may achieve excellent
outcomes. Tumor molecular profiling can identify these exceptional responder
candidates.[9][10][11]
5.
Variant A-T Patients Still Require Treatment Modifications
Variant A-T with milder neurological symptoms, later onset, and residual ATM
kinase activity (10-20% of normal) still confers significant radiosensitivity.
Even patients who are ambulatory and have minimal systemic manifestations
require dose modifications and close monitoring. Severe late toxicity can occur
with standard doses, and radiation reactions may be the presenting feature
leading to A-T diagnosis in adults.[6][12][3]
6.
HPV-Positive HNSCC Shows ATM Pathway Dysfunction
HPV-positive head and neck squamous cell carcinomas demonstrate enhanced
radiosensitivity partly due to "lack of effectiveness in the
ATM-orchestrated DNA damage response" despite expressing ATM protein.
These tumors show limited additional radiosensitization with ATM inhibitors,
suggesting that DDR inhibitor strategies should prioritize HPV-negative
disease. This provides biological rationale for de-escalation trials in
HPV-positive disease.[13][14][15][16]
7.
Individualized Dosing Using Biological Modeling
Successful ultra-low dose radiotherapy (21 Gy total using two-phase approach:
0.5 Gy × 26 fractions then 0.75 Gy × 20 fractions) has been achieved in
pediatric A-T patients using tumor control probability modeling and weekly
functional MRI monitoring for dose titration. Biological modeling with adjusted
linear-quadratic parameters for A-T tissues can guide individualized treatment
planning.[4]
8.
ATM/ATR Inhibitors Show Promise as Radiosensitizers
Clinical trials are evaluating ATM inhibitors (AZD0156, M3541) and ATR
inhibitors (AZD6738/ceralasertib, M6620/berzosertib) combined with radiotherapy
in HNSCC. These combinations enhance tumor control, activate the STING pathway
and type I interferon response, increase CD8+ T-cell infiltration, and may work
synergistically with immune checkpoint inhibitors. Phase I data shows
tolerability and preliminary efficacy.[16][17][18][19][20][13]
9.
Heterozygous ATM Carriers Generally Tolerate Standard Radiotherapy
Approximately 0.5-1% of the population carries heterozygous ATM mutations and
has 38% lifetime breast cancer risk. However, most heterozygotes tolerate
standard radiotherapy without significantly increased acute or late toxicity.
Recent studies show no special precautions are needed for routine radiotherapy
in heterozygous carriers, though the rs1801516 SNP has been variably associated
with modest increases in late fibrosis in some studies.[21][22][23][3]
10.
Multidisciplinary Coordination Is Essential
Management of A-T patients with cancer requires coordination among radiation
oncologists, medical oncologists, clinical geneticists, hematologists (for
immunodeficiency management), and specialists familiar with A-T. Extensive
informed consent regarding severe toxicity risk, commitment to intensive
monitoring protocols, and access to supportive care resources are critical
components of safe treatment delivery.[24][6][16][4]
Ataxia telangiectasia (A-T) presents
unique and critical challenges for radiation oncologists treating head and neck
malignancies. This rare autosomal recessive disorder, caused by biallelic
mutations in the ATM gene, fundamentally alters cellular responses to ionizing
radiation through impaired DNA double-strand break repair. The extreme
radiosensitivity of A-T patients—demonstrated by 3-4 fold increased cellular
sensitivity compared to normal tissues—makes conventional radiotherapy
protocols potentially fatal, necessitating dramatically modified treatment
approaches when radiation therapy cannot be avoided.[1][2][3][4]
The intersection of A-T and head and
neck cancers encompasses two distinct clinical scenarios requiring different
management strategies. First, patients with germline A-T mutations who develop
malignancies face severe treatment-related toxicity with standard therapies,
requiring 50-67% dose reductions and meticulous monitoring. Second, and perhaps
more encouraging for radiation oncologists, is the emerging recognition that
sporadic head and neck cancers harboring somatic ATM mutations may represent
exceptional responders to radiotherapy, with median local control periods
exceeding 4.6 years even with palliative treatment regimens. Additionally, the
therapeutic potential of combining ATM/ATR pathway inhibitors with radiotherapy
in head and neck squamous cell carcinoma (HNSCC) represents a promising
frontier, with multiple phase I/II clinical trials currently underway.[5][6][7][8][9][4][10][11][12][1]
Understanding Ataxia Telangiectasia:
Molecular Basis and Clinical Manifestations
Genetic and Molecular Pathophysiology
Ataxia telangiectasia results from
mutations in the ATM (ataxia telangiectasia mutated) gene located on chromosome
11q22-23, encoding a serine/threonine protein kinase that serves as a master
regulator of the DNA damage response. The ATM protein functions as a central
coordinator of cellular responses to DNA double-strand breaks (DSBs), the most
cytotoxic lesion induced by ionizing radiation. Upon detection of DSBs, ATM
undergoes autophosphorylation and activates multiple downstream signaling
cascades that orchestrate cell cycle checkpoints, DNA repair pathways, and
apoptotic responses.[13][14][15][7][16]
In normal cells, radiation-induced DSBs
trigger ATM-mediated phosphorylation of histone H2AX (forming γH2AX),
checkpoint kinase 2 (Chk2), p53, and numerous other substrates that
collectively halt cell cycle progression and enable DNA repair. This coordinated
response provides the therapeutic window for radiotherapy by allowing normal
tissues to repair sublethal damage while cancer cells with compromised repair
mechanisms undergo mitotic catastrophe. However, A-T patients lack functional
ATM kinase activity, fundamentally disrupting this protective mechanism.[14][15][2][3][17][13]
The radiosensitivity of A-T cells
appears to result not from an inability to repair DSBs per se, but rather from
a defect in recognizing and responding appropriately to radiation-induced
damage. A-T cells fail to delay DNA synthesis following irradiation, continuing
through the cell cycle without adequate time for repair. This
"radioresistant DNA synthesis" phenotype leads to the accumulation of
unrepaired chromosomal breaks, ultimately resulting in cell death at radiation
doses that normal cells would tolerate.[2][17]
Clinical Phenotype and Variant Forms
Classic A-T typically manifests in
early childhood with progressive cerebellar ataxia becoming apparent when
children begin walking, followed by oculocutaneous telangiectasia appearing
around age 5-6 years. Additional features include oculomotor apraxia,
dysarthric speech, immunodeficiency (particularly IgA and IgG deficiency),
recurrent sinopulmonary infections, and characteristic laboratory findings
including elevated serum alpha-fetoprotein (AFP) and increased chromosomal
instability.[1][16][3][11]
Critically for oncologists, variant A-T
exists with residual ATM kinase activity, presenting with milder neurological
symptoms, later onset, slower disease progression, and longer survival than
classic A-T. Variant A-T patients may exhibit extrapyramidal features rather
than prominent cerebellar ataxia, lack oculomotor apraxia, and demonstrate no
significant immunodeficiency or pulmonary disease. These patients often remain
ambulatory longer and may not receive a diagnosis until adulthood, particularly
when a cancer diagnosis prompts genetic evaluation. The c.9023G>A
(p.Arg3008His) variant, for example, retains residual kinase activity and
associates with variant phenotypes. Despite milder systemic manifestations,
variant A-T patients retain significant radiosensitivity and require treatment
modifications, though they may tolerate slightly higher radiation doses than
classic A-T patients.[3][18][4][11]
Heterozygous ATM mutation carriers
(approximately 0.5-1% of the population) generally exhibit normal clinical
phenotypes but have increased breast cancer risk, with lifetime risk estimated
at 38% for female carriers. Importantly for radiation oncology practice,
heterozygous carriers appear to tolerate standard radiotherapy without
significantly increased toxicity, though the rs1801516 single nucleotide
polymorphism has been variably associated with increased late subcutaneous
fibrosis in some but not all studies.[19][20][11][21][3]
Cancer Susceptibility and Spectrum
Patients with A-T face a dramatically
elevated lifetime cancer risk of 25-40%, representing a more than 100-fold
increased risk compared to the general population. The cancer spectrum differs
markedly between childhood and adulthood. During childhood, lymphomas and
leukemias predominate, particularly T-cell acute lymphoblastic leukemia (T-ALL)
and non-Hodgkin lymphomas, developing at a median age of 20-30 years—far
younger than the general population. T-cell prolymphocytic leukemia (T-PLL)
shows particularly strong association with A-T, with ATM mutations detected in
up to 65% of T-PLL cases.[6][1][7][8][16][11][22]
Adult A-T patients, particularly those
with variant forms who survive longer, demonstrate increased susceptibility to
solid tumors including breast, gastric, liver, thyroid, esophageal, and
gynecological cancers. Multiple primary malignancies occur in 4-15% of A-T
patients. Regarding head and neck cancers specifically, while nasopharyngeal
lymphomas have been documented in pediatric A-T patients, cervical carcinoma
has emerged as an association in adult patients and A-T heterozygote carriers.
The first clinical report of cervical carcinosarcoma in a patient with
confirmed A-T was published in 2021, highlighting the expanding recognition of
the A-T cancer spectrum.[1][7][23][24][10][11][25][6]
Radiotherapy in Germline Ataxia
Telangiectasia: Extreme Radiosensitivity and Modified Protocols
Historical Context and Fatal Toxicity
Reports
The extreme radiosensitivity of A-T
patients was first recognized through devastating clinical outcomes when
affected individuals received conventional radiotherapy. Multiple case reports
from the 1960s-1980s documented unexpectedly severe, sometimes fatal reactions
to standard radiation doses. These early experiences established that
conventional radiotherapy dosing—typically 60-70 Gy for head and neck
cancers—is absolutely contraindicated in A-T patients with severe phenotypes.[1][16][2][3][4]
One of the seminal reports by Abadir
and Hakami (1983) described a 9-year-old boy with A-T and nasopharyngeal
undifferentiated lymphoma who demonstrated severe sensitivity to both radiation
and chemotherapy yet was apparently cured with what would be considered
inadequate therapy by conventional standards. This case highlighted that while
A-T patients cannot tolerate standard treatment intensities, their malignancies
may be exquisitely sensitive to even markedly reduced doses.[10][1]
More recently, Byrd et al. (2012)
reported a 44-year-old woman with variant A-T (mild neurological symptoms,
ambulatory) who developed severe early and late radiation reactions following
standard adjuvant radiotherapy (40 Gy in 15 fractions) for breast cancer.
Despite having only mild neurological manifestations, her cellular
radiosensitivity assays and ATM kinase activity (~12% of normal) predicted
significant radiation sensitivity. She developed acute reactions "at the
severe end of the normal spectrum" followed by progressive breast
shrinkage and deformation—late toxicity manifestations that prompted the
diagnosis of A-T. This case underscores that even variant A-T with residual ATM
function requires treatment modification and that radiation reactions may be
the presenting feature leading to A-T diagnosis in adults.[3]
Radiobiological Considerations and Dose
Calculation Models
The radiobiology of A-T tissues differs
fundamentally from normal tissues in several key parameters. In vitro colony
survival assays demonstrate that A-T cells exhibit approximately 3-4 fold
increased radiosensitivity, with suggestions that the linear-quadratic model
parameters differ substantially from normal cells. Based on in vitro data, A-T
tissues may have an α (linear component) of approximately 1.0-1.6 and β
(quadratic component) of 0 to 0.06, compared to pediatric glioma cells (α = 0.3
± 0.2, β = 0.03 ± 0.018) and adult epithelial tumors (α = 0.3, β = 0.03).[14][2][4]
DeWire et al. (2012) utilized these
radiobiological parameters to design an individualized radiotherapy regimen for
a 12-year-old girl with A-T and a malignant glioneuronal brain tumor. Using
tumor control probability (TCP) modeling and assuming minimal repair between
fractions in A-T cells, they calculated that approximately one-third of
conventional doses might achieve therapeutic efficacy while limiting normal
tissue toxicity. Their treatment was divided into two phases:[4]
Phase I: 0.5 Gy per fraction for 26 fractions
(13 Gy total), which yielded TCP of 99.1% based on modeling. After 10
fractions, functional MRI revealed a 2 mm increase in tumor size, prompting
dose escalation.[4]
Phase II: After reassessing α and β parameters
based on in vivo response, they increased to 0.75 Gy per fraction for 20
additional fractions (15 Gy), bringing total dose to 21 Gy—dramatically lower
than standard high-grade glioma treatment (60 Gy) yet predicted to achieve TCP
of 99.7%.[4]
This case demonstrated that even at
these markedly reduced doses, grade 3 skin toxicity developed four weeks
post-treatment (managed with topical agents), and the patient achieved six
months of local control within the radiation field. Disease progression
occurred outside the treatment field, consistent with the aggressive nature of
high-grade gliomas, and the patient survived 14 months—a course consistent with
malignant gliomas in non-A-T patients. Critically, this represented the first
reported case using such an approach with minimal acute toxicity and
demonstrable local tumor control, establishing proof-of-concept that modified
radiotherapy is feasible in severe A-T.[4]
General Dose Reduction Recommendations
Based on accumulated clinical
experience across multiple case series, the general recommendation for
radiotherapy in confirmed A-T patients is to reduce doses by 50-67% of standard
protocols, with careful monitoring and potential for dose adjustment based on
individual response. For chemotherapy, similar 50% dose reductions are commonly
employed, with particular caution regarding alkylating agents, bleomycin,
cyclophosphamide/ifosfamide, methotrexate, topoisomerase II inhibitors, and
vinca alkaloids.[4][26][10][11]
Several critical principles guide
radiotherapy in A-T patients:
1. Avoid
radiation when possible: For
many A-T patients with cancer, the preferred approach is to avoid radiotherapy
entirely if alternative treatments exist. Surgery and carefully dose-reduced
chemotherapy should be prioritized.[11]
2.
Palliative intent: When
radiotherapy is deemed necessary, it should generally be delivered with
palliative rather than curative intent, given the substantial risk of severe
toxicity.[4][11]
3.Smaller
fraction sizes: Smaller
fraction sizes (e.g., 0.5-0.75 Gy per fraction rather than conventional 1.8-2.0
Gy) with fewer total fractions may be preferable, as this approach reduces the
total dose while maintaining biological effectiveness in highly radiosensitive
tissues.[4]
4. Close
monitoring: Weekly
or even more frequent clinical assessments during radiotherapy are essential,
with imaging studies (including functional imaging when available) to assess
tumor response and guide potential dose adjustments.[4]
5.
Multidisciplinary approach:
Management requires coordination among radiation oncologists, medical
oncologists, clinical geneticists, and specialists familiar with A-T.[7][27][11]
6.
Individualization: Given
the heterogeneity of A-T (classic versus variant forms, different specific
mutations, varying residual ATM activity), treatment must be individualized
rather than following rigid protocols.[3][11][4]
Toxicity Profiles: Acute and Late
Effects
Even with dramatically reduced doses,
A-T patients experience significant treatment-related toxicity. Acute effects
commonly include severe skin reactions, with erythema, hyperpigmentation, and
potential progression to desquamation occurring at doses that would produce
minimal reactions in normal individuals. Mucositis can be severe, even with
reduced doses to mucosal surfaces.[3][4][11]
The DeWire case demonstrated that
alopecia within treatment portals, erythema, and hyperpigmentation developed
during the low-dose treatment phases (13 Gy), with progression to grade 3 skin
toxicity (requiring topical management with biafine and silvadene) occurring
four weeks after completion of 21 Gy. This delayed acute toxicity (occurring 4
weeks post-treatment rather than during treatment) may represent unique
kinetics in A-T patients.[4]
Late effects remain incompletely
characterized due to limited long-term survival in many A-T cancer patients,
but documented complications include severe fibrosis, telangiectasia beyond
baseline A-T-associated lesions, tissue necrosis, and secondary malignancies.
The Byrd et al. breast cancer case demonstrated progressive breast deformation
and shrinkage as late toxicity manifestations. Historical cases receiving
conventional doses often experienced fatal toxicity or extremely debilitating
late effects.[1][16][2][28][3]
Importantly, even heterozygous ATM
carriers may be at increased risk for certain late toxicities, though recent
studies suggest that most heterozygotes tolerate standard radiotherapy well. A
meta-analysis across breast and prostate cancer cohorts found that the
rs1801516 variant was associated with odds ratios of 1.5 and 1.2 for upper
quartile acute and late toxicity, respectively. However, a more recent study of
breast cancer patients with ATM pathogenic variants found no significant
increase in acute or late toxicity after adjuvant radiotherapy.[19][20][21]
Somatic ATM Mutations in Head and Neck
Cancer: Exceptional Responders to Radiotherapy
ATM as a Tumor Suppressor and
Radiosensitization Biomarker
While germline ATM mutations cause
devastating radiosensitivity, somatic ATM alterations in sporadic cancers may
paradoxically predict exceptional responses to radiotherapy. This phenomenon
reflects tumor-specific vulnerability: cancer cells with defective ATM-mediated
DNA damage response cannot adequately repair radiation-induced DSBs, leading to
preferential tumor cell death while surrounding normal tissues with intact ATM
function can recover.[5][15][8][29]
Ma et al. (2016) reported a landmark
case of exceptional response to palliative radiotherapy that led to systematic
investigation of this phenomenon. Patient A, a head and neck squamous cell
carcinoma (HNSCC) patient treated with palliative "Quad Shot"
radiotherapy (two fractions of 3.7 Gy per day for two days, repeated 3-4 times
every 2-4 weeks), achieved prolonged local control with a small palliative
radiation dose. Targeted sequencing revealed a frameshift mutation in the ATM
gene at position 1455, along with 29 other somatic mutations. Notably, the
tumor was p53 wild-type and also harbored a mutation in RAD50 and a frameshift
mutation in MLH1.[8][5]
To validate this observation, the
investigators identified eight additional patients with truncating ATM
mutations who received radiotherapy to gross disease. All eight demonstrated
excellent responses, with median time to local recurrence of 4.62 years. Only
two of the eight patients developed local recurrence within the radiation
field. This local control duration far exceeds historical expectations for
palliative treatment and rivals outcomes seen with curative-intent therapy.[5][8]
Molecular Mechanisms of ATM Loss and
Radiosensitivity
The enhanced radiosensitivity of
ATM-deficient tumors operates through multiple interconnected mechanisms. ATM
protein plays central roles in both non-homologous end joining (NHEJ) and
homologous recombination (HR) DSB repair pathways. In NHEJ, ATM mediates
recruitment of 53BP1-RIF1 and the shieldin complex to DSBs and directly
phosphorylates 53BP1. Regarding HR, ATM controls DSB end resection through
phosphorylation of multiple substrates and regulates the abundance of HR
factors via CHK1-dependent transcription and promotion of HR protein
stabilization.[13][14][6][15][30]
ATM also phosphorylates DNA-PKcs at
Thr-2609 in response to radiation, playing a fundamental role in NHEJ repair.
Consequently, disrupting ATM function impairs both major DSB repair pathways,
leading to accumulation of unrepaired breaks, increased chromosomal
aberrations, and ultimately cell death.[14][15][30][13]
Beyond direct repair functions, ATM
activates cell cycle checkpoints that provide time for repair. ATM and CHK2
stabilize p53 by dissociating it from MDM2, activating downstream effectors
such as p21 that induce G1 arrest. ATM also stabilizes p21-encoding mRNA by
activating p38 MAPK. In S and G2 phases, ATM contributes to checkpoint
activation that halts progression until repairs are completed. ATM-deficient
cells lose these protective pauses, progressing through the cell cycle with
unrepaired damage, culminating in mitotic catastrophe.[15][13][14]
Genomic Context: ATM Mutations in HNSCC
Analysis of The Cancer Genome Atlas
(TCGA) data revealed that mutations in 22 DNA repair genes occur in 15.9% of
9,064 tumors across 24 cancer types, with ATM mutations being the most
prevalent. In HNSCC specifically, ATM alterations (including mutations and copy
number losses) occur in approximately 5-13% of cases depending on the cohort
and filtering criteria applied.[5][7][31]
Lim et al. (2012) investigated ATM gene
loss in HNSCC and found correlations with poor prognosis and treatment
resistance in their cohort. Loss of distal chromosome 11q, which contains ATM,
MRE11, and H2AX genes, has been associated with aggressive tumor behavior,
radioresistance, and chromosomal instability in HNSCC. However, a subsequent
study by Sankunny et al. demonstrated that HNSCC cell lines with distal 11q
loss and resultant ATM deficiency showed compensatory upregulation of the
ATR/CHK1 pathway and increased S and G2/M arrest after irradiation. ATR siRNA
knockdown reversed the radioresistance phenotype in these ATM-deficient cell
lines, suggesting that distal 11q loss may be a biomarker for both
radioresistance and potential sensitivity to ATR/CHK1 pathway inhibitors.[7][31]
The relationship between ATM status and
HPV status in HNSCC adds additional complexity. HPV-positive HNSCC demonstrates
enhanced radiosensitivity and superior clinical outcomes compared to
HPV-negative disease. Some HPV-positive cell lines exhibit extremely low ATM
expression, yet still show enhanced radiosensitivity. Detailed mechanistic
studies revealed that HPV-positive HNSCC cells display a "lack of
effectiveness in the ATM-orchestrated DNA damage response" that
contributes to their DNA repair defect, even when ATM protein is expressed and
retains kinase activity. This suggests that HPV infection disrupts ATM
signaling pathway effectiveness through mechanisms beyond simple ATM loss.[13][14][15]
Clinical Implications for Radiation
Oncology Practice
The recognition that somatic ATM
mutations predict exceptional radiotherapy responses has several important
implications:
1.
Biomarker identification: Routine
molecular profiling of HNSCC (now increasingly common for targeted therapy
selection) can identify ATM-mutant tumors. Patients with truncating ATM
mutations may be candidates for de-escalated radiotherapy regimens or may
achieve excellent outcomes even with palliative-intent treatments.[5][8][29]
2.
Treatment selection: For
ATM-mutant tumors, radiation-based approaches may be particularly effective,
potentially influencing decisions regarding surgery versus radiotherapy or the
role of radiation in the oligometastatic setting.[8][29][5]
3. Dose
considerations: While
germline ATM mutations require dose reduction, tumors with somatic ATM
mutations may respond to standard or even reduced radiation doses, with
surrounding normal tissues protected by their intact ATM function. The
"Quad Shot" palliative regimen achieving 4.62-year median local
control exemplifies this principle.[29][5][8]
4.
Molecular profiling of exceptional responders: When patients achieve unexpectedly durable responses to
palliative or limited radiation, molecular profiling should be considered to
identify ATM or other DNA repair gene alterations that may explain the response
and inform future treatment decisions.[5][8]
5.
Combination strategies:
ATM-deficient tumors may show increased sensitivity to DNA damage-inducing
chemotherapies (cisplatin, carboplatin) concurrent with radiotherapy, as well
as to PARP inhibitors and ATR inhibitors.[6][32][29][5]
HPV Status, ATM Pathway, and
Radiotherapy Response in Head and Neck Cancer
HPV-Positive HNSCC: Intrinsic
Radiosensitivity and ATM Pathway Defects
Human papillomavirus (HPV)-positive
head and neck squamous cell carcinomas, which now comprise the majority of
oropharyngeal cancers in many regions, demonstrate markedly improved outcomes
compared to HPV-negative disease. Five-year overall survival rates for
HPV-positive oropharyngeal cancer approach 80-85% with standard
chemoradiotherapy, compared to 40-50% for HPV-negative disease. This favorable
prognosis stems partly from enhanced intrinsic radiosensitivity of HPV-positive
tumors, a phenomenon clearly evident both clinically and in preclinical models.[13][14][15][7]
Mechanistic investigations into this
enhanced radiosensitivity have revealed complex interactions with the
ATM-mediated DNA damage response pathway. Schieven et al. (2022) conducted a
detailed study demonstrating that HPV-positive HNSCC cells display DNA repair
kinetics and responses to ATM inhibition similar to ATM-deficient cells,
despite expressing ATM protein. Key findings included:[14]
DNA
repair defects:
Regardless of ATM expression levels, radiosensitive HPV-positive HNSCC cells
displayed DSB repair kinetics similar to ATM-deficient cells. Upon ATM
inhibition with KU55933, HPV-positive cell lines showed only marginal increases
in residual radiation-induced γH2AX foci compared to the substantial increases
seen in HPV-negative lines.[14]
Cell
cycle checkpoint alterations: ATM inhibition had minimal influence on G2 arrest at 24 hours
post-irradiation in HPV-positive cell lines with low ATM expression, whereas
HPV-negative lines showed pronounced checkpoint effects. This pattern resembles
the checkpoint defects seen in classic ATM-deficient cells.[14]
Reduced
radiosensitization by ATM inhibition: When treated with ATM inhibitor plus radiation,
HPV-positive HNSCC strains showed less radiosensitization (mean dose
enhancement ratio 2.11 at 25% surviving fraction) compared to HPV-negative
strains (3.24). After ATM inhibition, cell survival between the two groups
became more similar.[14]
Intact
ATM kinase activity:
Paradoxically, assessment of phosphorylation kinetics of ATM targets (KAP-1,
CHK2) and ATM autophosphorylation after radiation did not indicate directly
compromised ATM activity in HPV-positive cells. ATM inhibition delayed
radiation-induced DNA end resection similarly in both HPV-positive and
HPV-negative cells.[14]
These findings led to the conclusion
that HPV-positive HNSCC cells suffer from a "lack of effectiveness in the
ATM-orchestrated DNA damage response" despite apparently functional ATM
kinase. The molecular mechanisms underlying this ineffective ATM signaling
remain under investigation but may involve HPV oncoproteins (E6, E7) disrupting
downstream signaling or pathway integration.[14]
Clinical Implications: De-escalation
Strategies and ATM Pathway Targeting
The enhanced radiosensitivity of
HPV-positive HNSCC has motivated numerous clinical trials investigating
treatment de-escalation to reduce long-term toxicity while maintaining
excellent cure rates. Understanding ATM pathway dysfunction in HPV-positive disease
has several implications for these strategies:[14][7]
1.
Biological rationale for de-escalation: The ATM pathway defects provide mechanistic explanation
for the observed radiosensitivity, supporting trials of reduced radiation doses
(e.g., 60 Gy instead of 70 Gy) or reduced chemotherapy intensity in
HPV-positive disease.[14]
2.
Limited utility of ATM inhibitors in HPV-positive HNSCC: Since HPV-positive tumors already
exhibit ATM pathway dysfunction and show minimal additional radiosensitization
with ATM inhibitors, these agents may be less beneficial in HPV-positive than
HPV-negative disease. Clinical trial designs should stratify by HPV status when
evaluating ATM/ATR inhibitors.[7][14]
3.
Alternative therapeutic targets: Given the reduced effectiveness of ATM pathway inhibition, other
radiosensitization strategies (DNA-PK inhibitors, PARP inhibitors in selected
cases, or immunotherapy combinations) may be more promising for HPV-positive
HNSCC.[30][33]
4.
Biomarker development: ATM
expression levels or functional assays of ATM pathway integrity might help
identify HPV-positive tumors requiring standard-intensity treatment versus
those suitable for de-escalation.[14]
ATM and ATR Pathway Inhibitors Combined
with Radiotherapy: Emerging Therapeutic Strategies
Rationale for DNA Damage Response
Kinase Inhibition
The success of PARP inhibitors in
BRCA-mutant cancers validated the concept of synthetic lethality—exploiting DNA
repair deficiencies to selectively kill cancer cells. This principle extends to
combining DNA damage response (DDR) kinase inhibitors with radiotherapy. By
inhibiting key DDR kinases like ATM or ATR in combination with radiation (which
induces DSBs and replication stress), a therapeutic window can potentially be
created where cancer cells—which often have pre-existing DDR defects—cannot
survive the combined assault, while normal tissues with intact backup pathways
can recover.[13][6][15][7][30][32]
The rationale is particularly strong in
HNSCC for several reasons:
1. High
frequency of DDR gene alterations: HNSCC exhibits frequent alterations in TP53 (50-80% of cases),
leading to loss of G1 checkpoint function and increased dependence on
ATR-mediated S and G2/M checkpoints.[6][7]
2.
Replication stress: HNSCC
cells demonstrate high baseline replication stress due to oncogene activation,
making them particularly dependent on ATR pathway for survival.[7][6]
3.
Radiation resistance mechanisms: Radioresistant HNSCC often exhibits upregulation of DDR
pathways; inhibiting these may overcome resistance.[15][30][13]
4.
Potential for reduced radiotherapy doses: If DDR inhibitors effectively radiosensitize tumors,
radiation doses might be reduced, potentially decreasing long-term toxicity
while maintaining tumor control.[34][7]
ATR Inhibitors: Leading Clinical
Development
Ataxia telangiectasia and Rad3-related
(ATR) kinase serves as the apical kinase activating S-phase and G2/M
checkpoints in response to replication stress and single-strand DNA breaks. ATR
tends to be overexpressed in HNSCC relative to adjacent normal tissues,
representing a promising therapeutic target. Three ATR inhibitors have advanced
to clinical testing: M6620 (VX-970/berzosertib), AZD6738 (ceralasertib), and
BAY1895344 (elimusertib).[6][7]
AZD6738
(ceralasertib): Foote
et al. (2018) described the development of this potent and selective
sulfoximine morpholinopyrimidine ATR inhibitor. AZD6738 demonstrates excellent
preclinical pharmacokinetic characteristics suitable for once or twice daily
dosing and achieves biologically effective exposure at moderate doses.
Preclinical studies showed that AZD6738 radiosensitizes multiple cancer cell
lines regardless of p53 and BRCA status. Importantly, combination with
radiotherapy has not shown increased toxicity to normal tissues in preclinical
studies, suggesting a favorable therapeutic index.[7][35][6]
In HNSCC-specific preclinical models,
AZD6738 demonstrated radiosensitizing effects in both HPV-positive and
HPV-negative cell lines and xenograft models, with effects being independent of
HPV status. One study showed greater radiosensitization with photon therapy in
HPV-negative compared to HPV-positive cell lines, whereas dose enhancement
ratios with proton therapy were similar between groups.[7]
M6620
(berzosertib): This
ATR inhibitor has been tested in combination with radiotherapy in several
clinical trials. M6620 was shown to radiosensitize pancreatic cancer and
lymphoma cell lines. A phase I study (NCT02589522) evaluated M6620 with whole
brain radiation in patients with brain metastases from non-small cell lung
cancer. Another trial (NCT02567422) investigated M6620 with concurrent
chemoradiation (cisplatin) for head and neck squamous cell carcinoma.[6][7]
Clinical
trial results: Thomas
et al. conducted a phase I study where M6620 combined with topotecan showed two
partial responses and seven stable disease outcomes in 21 patients with
advanced solid tumors, including a 60% response rate (partial response or
prolonged stable disease) in platinum-refractory small cell lung cancer.
Pharmacodynamic studies showed preliminary evidence of enhanced DNA
double-strand breaks in response to combination treatment.[6]
Karukonda et al. (2021) provided a
comprehensive review of ATR inhibition in HNSCC treatment, emphasizing that
targeting the ATR pathway may provide a favorable therapeutic index given that
normal cells with an intact G1/S checkpoint should be preferentially spared
relative to tumor cells with TP53 mutations. They noted that chromosomal
alterations at 11q (distal 11q loss containing ATM, proximal 11q13
amplification containing cyclin D1) may predict sensitivity to ATR inhibitors
in radioresistant HNSCC.[7]
ATM Inhibitors: Preclinical Promise and
Early Clinical Data
While ATM loss in tumors predicts
radiosensitivity, pharmacologic ATM inhibition in tumors with intact ATM
represents a strategy to enhance radiotherapy. Several ATM inhibitors are under
investigation:[13][15][30][34][12]
AZD0156: Jin et al. (2023) investigated this
ATM inhibitor combined with radiotherapy in murine models of HNSCC (MOC2) and
melanoma (B78). Key findings included:[12]
·
Combining
RT and AZD0156 reduced tumor growth compared to either treatment alone[12]
·
Low-dose
AZD0156 (1-100 nM) alone did not affect tumor cell proliferation but suppressed
clonogenicity in combination with RT[12]
·
The
combination synergistically induced STING-dependent type I interferon
expression[12]
·
CD8+
T-cell migration and infiltration increased significantly with combination
treatment[12]
·
Addition
of anti-PD-L1 therapy improved antitumor response and lymphocyte activation[12]
These findings demonstrate that ATM
inhibition not only radiosensitizes tumors directly through impaired DNA repair
but also enhances antitumor immunity via the STING pathway and type I
interferon response. However, the combination also induced PD-L1 expression,
suggesting that triple combination (ATM inhibitor + radiotherapy + anti-PD-L1)
may be optimal.[12]
M3541: Waqar et al. (2022) reported a phase
I dose-escalation study evaluating this orally administered selective ATM
inhibitor in combination with fractionated palliative RT in patients with solid
tumors. Preclinical experiments showed that M3541 sensitizes tumor cell lines
to radiation therapy in vitro and strongly enhances antitumor activity of
ionizing radiation in vivo. The primary objectives were determining maximum
tolerated dose and recommended phase II dose.[34]
Toxicity
considerations: A
critical concern with ATM inhibitors is potential sensitization of normal
tissues. However, Meidenbauer et al. (2024) found that inhibition of ATM or ATR
in combination with hypo-fractionated radiotherapy leads to different
immunophenotypes on transcript and protein levels in HNSCC. Cell death was
induced mainly by combination therapy, stronger with ATR inhibition. The immune
phenotype alterations were complex, with RT+ATR showing pro-inflammatory
signaling (upregulation of ICOS-L, intensified secretion of IL-6 and IL-8) but
also anti-inflammatory signals. RT+ATM demonstrated an immune-suppressive
nature by RNAseq analysis.[13]
DNA-PKcs Inhibitors and Combination
Strategies
DNA-dependent protein kinase catalytic
subunit (DNA-PKcs) plays crucial roles in non-homologous end joining and is
another target for radiosensitization. Fabbrizi et al. (2024) investigated
inhibition of ATM, ATR, and DNA-PKcs in six radioresistant HPV-negative HNSCC
cell lines. Key findings:[30][33]
·
DNA-PKcs
inhibition led to statistically significant accumulation of cells in G2/M phase[30]
·
Treatment
with ATM inhibitor plus radiation showed no significant difference in G2/M
accumulation compared to radiation alone[30]
·
ATR
inhibitor combined with radiation caused reduction of cells in G2/M phase in
some cell lines[30]
These cell cycle effects have
implications for therapeutic sequencing and suggest that DNA-PKcs inhibition
may function through partially distinct mechanisms compared to ATM/ATR
inhibition.[30]
Immunomodulatory Effects: Integration
with Checkpoint Blockade
An unexpected benefit of DDR inhibitor
and radiotherapy combinations is enhancement of antitumor immunity. Radiation
induces tumor cell death, releasing antigens and danger signals, activating
dendritic cells, promoting antigen presentation, and facilitating T-cell
priming. However, radiation also has immunosuppressive effects, including
lymphocyte depletion and PD-L1 upregulation.[7][9][12]
ATM/ATR inhibition may boost
immunogenic effects of radiation through several mechanisms:
1.
Enhanced STING pathway activation: Cytosolic DNA from unrepaired DSBs activates cGAS-STING
signaling, triggering type I interferon production. ATM inhibition amplifies
this response.[12]
2.
Increased CD8+ T-cell infiltration: Combination treatment enhances tumor-infiltrating lymphocytes,
critical for durable antitumor immunity.[12]
3. Major
histocompatibility complex I upregulation: Improving antigen presentation to CD8+ T cells.[12]
4. PD-L1
upregulation: While
potentially immunosuppressive, this makes tumors more suitable targets for
anti-PD-L1 therapy.[7][12]
A phase I study combining AZD6738 with
durvalumab (anti-PD-L1) showed one partial response in squamous cell carcinoma
of the larynx and one potential complete response in NSCLC. This provides
proof-of-concept for triple combination strategies integrating radiation, DDR
inhibition, and immune checkpoint blockade.[6][7][12]
Frontiers | Altering DNA Repair to
Improve Radiation Therapy ...
Clinical Decision-Making: Practical
Recommendations for Radiation Oncologists
Genetic Testing and Pre-treatment
Assessment
Before initiating radiotherapy for head
and neck cancers, radiation oncologists should maintain high clinical suspicion
for undiagnosed A-T in specific scenarios:
1.
Unexplained neurological symptoms: Progressive ataxia, oculomotor abnormalities, movement
disorders, or peripheral neuropathy in cancer patients warrant evaluation.[16][11][25]
2.
History of severe radiation reactions: Patients who previously experienced severe acute or late
toxicity from radiation, even at reduced doses, should be assessed for A-T or
heterozygous ATM carrier status.[3][21]
3.
Multiple primary malignancies at young age: Particularly lymphomas/leukemias in childhood followed by
solid tumors in young adulthood.[11][25]
4.
Elevated alpha-fetoprotein without hepatic explanation: AFP >100 µg/L in the absence of
hepatocellular carcinoma suggests A-T.[16][11]
5.
Immunodeficiency:
Recurrent infections, low IgA/IgG levels, especially combined with neurological
findings.[11][16]
6. Family
history: Consanguinity, multiple
relatives with early cancer, or known A-T in the family.[11]
When A-T is suspected, genetic testing
should include ATM gene sequencing for mutations, chromosomal breakage studies
showing increased spontaneous and radiation-induced aberrations, and ATM
protein expression/kinase activity assays. Testing can be performed on blood
lymphocytes, lymphoblastoid cell lines, or fibroblasts.[14][3][16][11]
For patients without germline A-T but
with aggressive or treatment-refractory HNSCC, tumor molecular profiling
including ATM mutational status may identify exceptional responder candidates
or guide use of targeted therapies.[5][8][29]
For
confirmed germline A-T patients with head and neck cancer:
Step 1 -
Avoid radiotherapy if possible: Prioritize surgical resection and carefully dose-modified
chemotherapy. Consultation with hematologist-oncologist experienced in A-T
management is essential.[11][27]
Step 2 -
If radiotherapy unavoidable: Proceed
only with palliative intent, extensive informed consent discussions regarding
severe toxicity risk, multidisciplinary team involvement, and commitment to
intensive monitoring.[4][11]
Step 3 -
Dose selection: Start
with 50-67% of standard dose, using smaller fraction sizes (e.g., 0.5-0.75 Gy
per fraction). Consider biological modeling if radiobiology expertise
available.[4][11]
Step 4 -
Monitoring protocol: Weekly
clinical examinations, mid-treatment imaging to assess response, dose
adjustment based on tumor response and toxicity. Functional imaging (MRI with
spectroscopy, perfusion, diffusion sequences) can provide early response
indicators.[4]
Step 5 -
Supportive care:
Aggressive prophylactic skin care, nutritional support, infection surveillance
given immunodeficiency, psychological support.[27][11]
For
sporadic HNSCC with somatic ATM mutations:
These patients can typically receive
standard radiotherapy protocols and may achieve exceptional responses even with
reduced/palliative doses. Consider radiation-based treatment approaches as
highly likely to be effective. Monitor for exceptional response and document
outcomes to contribute to growing evidence base.[5][8]
For
HPV-positive HNSCC:
Standard protocols remain appropriate,
though de-escalation trials are ongoing. ATM/ATR inhibitors may be less
beneficial in HPV-positive than HPV-negative disease and should not be
prioritized outside clinical trials. Focus immunotherapy combinations and other
radiosensitization strategies in radioresistant cases.[14][7]
For
HPV-negative HNSCC:
Consider clinical trials evaluating
ATM/ATR/DNA-PKcs inhibitors combined with radiotherapy, particularly for
locally advanced, recurrent, or radioresistant disease. Tumor molecular
profiling may identify subsets most likely to benefit (e.g., distal 11q loss
for ATR inhibitors, ATM wild-type for ATM inhibitors).[13][6][7][30][31]
Future Directions and Research Needs
Several critical questions remain
unanswered and represent priorities for future investigation:
1.
Predictive biomarkers:
Developing clinically validated biomarkers beyond ATM mutational status to
predict radiosensitivity and response to DDR inhibitors.[5][14][7][18]
2.
Optimal dosing and fractionation: Systematic studies determining optimal dose-fractionation
schedules for A-T patients across different cancer types and A-T severity
levels.[4][26]
3.
Long-term toxicity: Better
characterization of late effects in A-T patients surviving beyond 2-5 years
after radiotherapy.[3][4]
4.
Combination regimens: Phase
II/III trials evaluating ATM/ATR inhibitors plus radiotherapy plus
immunotherapy in HNSCC.[6][7][12]
5.
Heterozygote management:
Clarifying whether ATM heterozygotes require treatment modifications and
identifying which specific variants confer increased toxicity risk.[19][20][21]
6.
Variant A-T: Better
defining the radiosensitivity spectrum in variant A-T with residual ATM
activity to allow more individualized dosing.[18][11][3]
Ataxia telangiectasia fundamentally
challenges radiation oncology practice by presenting extreme radiosensitivity
requiring dramatic treatment modifications while simultaneously illuminating
pathways to enhance radiotherapy effectiveness in sporadic cancers. For the
rare patient with germline A-T requiring radiotherapy for head and neck cancer,
radiation oncologists must employ ultra-reduced doses (50-67% of standard),
intensive monitoring, smaller fraction sizes and multidisciplinary coordination
to balance tumor control against potentially fatal toxicity. The successful
treatment of a pediatric brain tumor patient with only 21 Gy demonstrates
feasibility of this approach.[4]
Conversely, recognition that somatic
ATM mutations predict exceptional radiotherapy responses opens opportunities
for personalized treatment intensification or de-escalation based on tumor
molecular profiles. The median 4.62-year local control achieved with palliative
radiotherapy in ATM-mutant HNSCC exemplifies this principle. Additionally, the
development of ATM and ATR inhibitors as radiosensitizers, particularly when
integrated with immunotherapy, represents a promising therapeutic frontier with
multiple ongoing clinical trials in HNSCC.[13][5][6][7][8][12]
Understanding the ATM pathway's central
role in radiation response enables radiation oncologists to optimize treatment
for both the extreme vulnerability of germline A-T and the therapeutic
opportunity presented by ATM-deficient tumors. As molecular profiling becomes
routine in oncology practice, ATM status should be considered alongside other
biomarkers when planning radiotherapy for head and neck cancers, ensuring both
maximum efficacy and appropriate safety for each individual patient.
References :
![]()
1.
https://academic.oup.com/bjr/article-abstract/56/665/343/7313718
2.
https://pubmed.ncbi.nlm.nih.gov/9683357/
3.
https://www.nature.com/articles/bjc2011534
4.
https://pmc.ncbi.nlm.nih.gov/articles/PMC4881371/
5.
https://www.oncotarget.com/article/14400/text/
6.
https://pmc.ncbi.nlm.nih.gov/articles/PMC6482552/
7.
https://pmc.ncbi.nlm.nih.gov/articles/PMC8799519/
8.
https://pmc.ncbi.nlm.nih.gov/articles/PMC5354661/
9.
https://www.drugtargetreview.com/news/103614/new-combination-therapy-exploits-natural-killer-cells-to-destroy-head-and-neck-tumours/
10.
https://pubmed.ncbi.nlm.nih.gov/6850218/
11.
https://pmc.ncbi.nlm.nih.gov/articles/PMC7869391/
12.
https://jitc.bmj.com/content/11/9/e007474
13.
https://pmc.ncbi.nlm.nih.gov/articles/PMC11473424/
14.
https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2022.765968/full
15.
https://www.nature.com/articles/s41388-020-1250-3
16.
https://www.ncbi.nlm.nih.gov/books/NBK26468/
17.
https://pmc.ncbi.nlm.nih.gov/articles/PMC350493/
18.
https://pmc.ncbi.nlm.nih.gov/articles/PMC10801648/
19.
https://www.nature.com/articles/s41416-021-01670-w
20. https://pmc.ncbi.nlm.nih.gov/articles/PMC11010818/
21.
https://pmc.ncbi.nlm.nih.gov/articles/PMC6839001/
22.
https://pubmed.ncbi.nlm.nih.gov/32548172/
23.
https://pmc.ncbi.nlm.nih.gov/articles/PMC8992550/
24. https://www.sciencedirect.com/science/article/pii/0167814095016694
25.
https://www.thieme-connect.com/products/ejournals/pdf/10.4103/0971-5851.95145.pdf
26. https://onlinelibrary.wiley.com/doi/pdf/10.1002/ccr3.3543
27.
https://www.sciencedirect.com/science/article/pii/S2451993625000416
28. https://pmc.ncbi.nlm.nih.gov/articles/PMC11531452/
29. https://www.science.org/doi/10.1126/sciadv.adg2263
30. https://www.nature.com/articles/s41420-024-02059-3
31.
https://www.sciencedirect.com/science/article/abs/pii/S1368837512000656
32.
https://www.oncotarget.com/article/6947/text/
33.
https://pmc.ncbi.nlm.nih.gov/articles/PMC9634729/
34.
https://pmc.ncbi.nlm.nih.gov/articles/PMC9098584/
35.
https://pubs.acs.org/doi/10.1021/acs.jmedchem.8b01187
36.
https://www.sciencedirect.com/science/article/pii/S022352342500902X
37.
https://pmc.ncbi.nlm.nih.gov/articles/PMC2584003/
38. https://pubmed.ncbi.nlm.nih.gov/34964992/
39.
https://www.sciencedirect.com/science/article/abs/pii/S0360301614045441
40. https://journals.sagepub.com/doi/full/10.1089/gtmb.2017.0180
41.
https://pmc.ncbi.nlm.nih.gov/articles/PMC3946319/
42. https://atm.amegroups.org/article/view/13064/html
43.
https://pmc.ncbi.nlm.nih.gov/articles/PMC7350315/
44. https://pubmed.ncbi.nlm.nih.gov/31018854/
45.
https://www.sciencedirect.com/science/article/abs/pii/S0360301698002958
46. https://pure.au.dk/ws/portalfiles/portal/335326440/Meta_GWAS_identifies_the_heritability_of_acute_radiation_induced_toxicities_in_head_and_neck_cancer.pdf
47.
https://pubmed.ncbi.nlm.nih.gov/9869240/
48. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9204973/
49. https://academic.oup.com/jnci/article/116/9/1439/7665722
50. https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2025.1470939/full
51.
https://onlinelibrary.wiley.com/doi/10.1002/pbc.31885?af=R
52.
https://pmc.ncbi.nlm.nih.gov/articles/PMC7053315/
53.
https://www.sciencedirect.com/science/article/abs/pii/S0360301605026052
54.
https://casereports.bmj.com/content/14/5/e243725
55.
https://www.sciencedirect.com/science/article/pii/S1043466625001279
56.
https://www.cureus.com/articles/264391-use-of-radiation-therapy-for-ataxia-telangiectasia-mutated-atm-mutation-metastatic-renal-cell-carcinoma-a-case-report.pdf
57.
https://www.jci.org/articles/view/142158/files/pdf
58. https://etheses.bham.ac.uk/23/1/Austen07PhD.pdf
59.
https://www.nature.com/articles/s41467-025-62249-0
60. https://www.sciencedirect.com/science/article/abs/pii/S0041008X25001516
61.
https://www.sciencedirect.com/science/article/pii/S0304419X24001860
62. https://www.clinicaltrials.gov/study/NCT04576091
63.
https://www.jci.org/articles/view/175369
64. https://www.scientificarchives.com/article/hgf-met-signalling-and-dna-damage-response-strategies-to-conquer-radiotherapy-resistance-in-head-and-neck-cancer
65.
https://www.oncologypipeline.com/apexonco/aacr-2024-first-look-astras-atm-inhibitor
66. https://escholarship.org/content/qt1829d8nj/qt1829d8nj_noSplash_21a3faee12bb467649dcb269ba39c706.pdf
67.
https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2022.1031944/epub