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Review  |  Open Access  |  17 Mar 2019

Window of opportunity trials in head and neck cancer

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J Cancer Metastasis Treat 2019;5:18.
10.20517/2394-4722.2018.100 |  © The Author(s) 2019.
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Abstract

Head and neck squamous cell carcinoma (HNSCC) has a large global burden of disease and poor survival outcomes. Recent targeted therapies and immunotherapies have been explored in HNSCC, but there has been limited translation to clinical practice outside of recurrent or metastatic cases. Window of opportunity settings, where novel agents are administered between cancer diagnosis and planned definitive therapy, have begun to be employed in HNSCC. Tumor tissue biopsies are obtained at diagnosis and after the investigation treatment, along with other biospecimens and radiographic exams. Thus, this study design can characterize the safety profiles, pharmacodynamics, and initial tumor responses to novel therapies in a treatment-naïve subject. Early window studies have also identified potential biomarkers to predict sensitivity or resistance to treatments. However, these early investigations have revealed multiple challenges associated with this trial design. In this review, we discuss recent window of opportunity trials in HNSCC and how they inform design considerations for future studies.

Keywords

Window of opportunity trial, head and neck cancer, biomarker, translational research, preoperative, oncology, trials

Introduction

Head and neck squamous cell carcinoma (HNSCC) imparts significant morbidity and mortality as the sixth most common cancer in the world[1]. In the United States alone, over 10,000 deaths and 51,000 new cases were estimated to occur in 2018[1]. Nonspecific symptoms often lead to advanced stages at clinical presentation and thus poor survival outcomes, with an average 5-year survival in the United States of 65%[2]. Surgical extirpation is a widely employed curative approach for advanced HNSCC, but there is often a time lapse of several weeks for preoperative workup and planning. Window of opportunity or “window trials” [Figure 1] leverage this time, where normally no treatment is rendered, in order to trial novel agents without delaying standard of care therapy[3] in the context of a tumor microenvironment and human pathophysiology that cannot be replicated in preclinical models. Tissue is widely available for study, given the necessity of a biopsy for initial pathologic confirmation of the diagnosis and the subsequent curative therapy. Recent genomic studies have highlighted a number of potential molecular alterations in HNSCC, which can provide valuable targets which can be studied through window trials. Additionally, immunotherapies that have shown promise in recurrent or metastatic cases can be studied in treatment-naïve subjects through this approach. Of note, neoadjuvant trials typically do not qualify as window trials, as neoadjuvant therapies are given preoperatively typically with the goal of a measurable pathologic or clinical response. Some recent neoadjuvant trials in HNSCC, however, have followed window trial methodology, in that a tumor response to therapy did not preclude or delay surgery. These trials have shed light on the safety, possible efficacy, and potential patient selection biomarkers for the therapies employed. Thus, in this article, we review select neoadjuvant and window trials in HNSCC and discuss potential future directions.

Window of opportunity trials in head and neck cancer

Figure 1. The typical format of a window of opportunity study

Recent window trials of targeted therapies

Genomic methodologies have characterized numerous molecular alterations in HNSCC, many critical in tumor cell survival and proliferation pathways, that could form the basis for targeted therapies[4-6]. However, translation of these findings into clinical practice has been slow.

Anti-epidermal growth factor receptor based window trials

Currently, the only molecularly targeted drug approved for HNSCC is cetuximab, a monoclonal antibody that targets the EGFR, an antiapoptotic transmembrane protein which is amplified or overexpressed in the vast majority of HNSCC and is correlated with reduced survival[7]. In a phase III trial, cetuximab has been shown to improve overall survival in HNSCC when combined with radiotherapy, although only a fraction of patients receive benefit[8]. Thus, identifying biomarkers that predict response to cetuximab is an ongoing area of study that potentially can be explored in a window of opportunity setting.

Schmitz et al.[9] administered cetuximab to 33 subjects planned for curative surgery and compared radiologic tumor response via 18-fluorodeoxyglucose positron emission tomography (18FDG-PET) and tumor cellularity to 5 control subjects who did not receive any drug preoperatively [Table 1]. No treatment-limiting adverse events were noted, and there was a high rate of tumor response by 18FDG-PET (90% in cetuximab group vs. 0% in the control group). Tumor cellularity was correlated with 18FDG-PET standardized uptake values. As expected, cetuximab administration decreased pEGFR and phosphorylated extracellular signal regulated kinase expression, but neither of the biomarkers correlated with 18FDG-PET avidity. Cetuximab was also studied in a window of opportunity setting by Ferris et al.[10], who noted an objective response in tumor size by computed tomography (CT) in a third of evaluable patients. Larger numbers of circulating EGFR-specific T cells[10] as well as HLA class I upregulation[11] were correlated with response to cetuximab.

Table 1

Window trials of targeted therapies in head and neck squamous cell carcinoma

Ref.Agent(s)n*Inclusion criteriaDurationOutcome(s)BiomarkersToxicity/surgery delays
Day et al.[17]Rapamycin16 (21)Stage II-IV OC/OP21 daysTumor size (clinically, CT/RECIST)NS
Machiels et al.[15]1. Afatinib25Stage II-IV OC/OP14 days18FDG-PET response (EORTC, RECIST); DCE-MRI; DW-MRITP53 genotype, hypoxia screenG3 diarrhea, renal failure (n = 1), surgery delay (n = 3)
2. No drug5(30)
Bauman et al.[14]1. Erlotinib14Stage I-IV OC/OP/L2-21 daysTumor size (CT)pMAPK, pSTAT3None
2. Desatinib15
3. Combination14
4. Placebo15(56)
Uppaluri et al.[16]Trametinib20 (20)Stage II-IV OC7-16 daysTumor size, SUV (PET/CT; WHO); tumor stageNRG4 duodenal perforation (n = 1), G2 nausea (n = 1); 3 patients stopped treatment
Ferris et al.[10]Cetuximab40(40)Stage III-IV OC/OP/L/HP21-28 daysTumor size (CT); progression free survivalEGFR-specific T cell countsNR
Gross et al.[13]1. Erlotinib19Stage II-IVA OC/OP/L/HP7-14 daysKi67 proliferation indexpSrcG2 anxiety (n = 1 stopped treatment), G2 mucositis (n = 1 decreased dosage)
2. Erlotinib + Sulindac16
3. Placebo12 (39)
Schmitz et al.[9]1. Cetuximab33T1-T4 OC/OP/L/HP21 days18FDG-PET response (SUV); tumor size (CT/MRI); tumor cellularityNSNone
2. No drug5
Thomas et al.[12]Erlotinib35T2-T4 OC/OP/L/HP18-29 daysTumor size (CT)p21wafG3 pruritis and G2 rash (n = 6; n = 3 stopped treatment)

Erlotinib is another EGFR inhibitor that has been approved in other cancers such as non-small cell lung cancer and pancreatic cancer. An uncontrolled neoadjuvant trial conducted by Thomas et al administered erlotinib in 35 subjects with advanced nonmetastatic HNSCC who were awaiting surgery[12]. Four subjects withdrew consent, and three subjects stopped treatment entirely due to grade 2-3 toxicities. Notably, length of treatment varied between enrolled subjects, with three subjects restarting treatment at a lower dose after grade 2-3 toxicities from the starting dose of erlotinib. Of 31 evaluable patients, decreased tumor size was seen in 9 subjects. Of multiple biomarkers studied, only the pre-erlotinib immune response score for p21waf, or cyclin-dependent kinase inhibitor 1, was significantly correlated with response to treatment.

Cyclooxygenase-2 (COX2) pathways are also upregulated in HNSCC, and concurrent targeting of EGFR and COX pathways has shown synergistic effects in preclinical models[13]. Thus, in a randomized double-blind window trial by Gross et al.[13], 47 subjects received either erlotinib, erlotinib plus sulindac (a non-selective COX inhibitor), or placebo. One subject discontinued treatment for grade 2 anxiety, and another had their erlotinib dosage decreased for grade 2 mucositis. The primary endpoint of the Ki67 proliferation index, a cellular marker of proliferation, was only evaluable in 27 subjects. There was an ordered significant reduction of Ki67 between the erlotinib-sulindac combination vs. erlotinib alone, with no change in Ki67 attributable to the placebo group. No biomarkers tested appeared to mediate the decrease in Ki67, although higher pSrc expression was correlated with smaller decreases in Ki67. No clinical outcomes were evaluated.

Building from these results, Bauman et al.[14] randomized subjects to a placebo arm or erlotinib with or without dasatinib, a small molecule inhibitor of Src family kinases. No significant treatment-altering toxicities were seen in any arm of the study. Erlotinib with or without dasatinib was correlated with a significant reduction in tumor size by response evaluation criteria in solid tumors (RECIST) measurement techniques using baseline and preoperative CT scans. Dasatinib did not appear to provide synergistic effects. No significant changes in expression levels of potential biomarker proteins was observed. Pretreatment mitogen-activated protein kinases (MAPK) and signal transducer and activator of transcription 3 expression were correlated with erlotinib sensitivity and dasatinib resistance respectively. Interestingly, the Ki67 proliferation index did not correlate with change in tumor size.

In another recent multicenter window study, Machiels et al.[15] randomized 30 subjects to afatinib (an irreversible second generation inhibitor of the EGFR-family of receptor tyrosine kinases) or no drug prior to surgery. There were several afatinib-related adverse events, leading to discontinuation of the drug in one patient and a delay of surgery by 24 days in one subject, as well as delayed surgery with continuation of afatinib in two additional subjects. Radiologic response was seen in 16 of 23 evaluable subjects in the afatinib arm by 18FDG-PET and in 5 of 23 subjects by RECIST criteria. Tumor protein p53 (TP53) wild type allele and a hypoxia expression screen were associated with 18FDG-PET results but not responses by RECIST criteria.

Other targeted window trials

Uppaluri et al[16] hypothesized that MAPK/extracellular-signal-regulated kinase (ERK) pathway could be targeted in oral cavity HNSCC. They performed a window trial[16] of trametinib, an inhibitor of MAPK/ERK kinase, that resulted in decreased tumor size by FDG avidity by PET/CT and tumor downstaging in approximately half of the 17 evaluable subjects. There were, however, 3 subjects who discontinued the study, including one who suffered a grade 4 duodenal perforation. While there was biochemical evidence of a suppressed MAPK/ERK pathway in a third of evaluable patients, no clear correlation between biochemical results and responsiveness to trametinib was drawn.

Recently, Day et al.[17] undertook a single-armed window trial of rapamycin, an inhibitor of the mammalian target of rapamycin pathway that is dysregulated in the majority of HNSCC. Their inclusion criteria differed from the previously discussed window trials in that subjects were either planned for curative surgery (n = 15) or chemoradiation (n = 1). There was one grade 3 hypokalemia reported but no resultant delays in surgery. Decreased tumor size was seen in 14 of 16 subjects clinically and 4 of 16 patients by RECIST criteria. Ki67 was significantly decreased in all patients.

Ongoing targeted therapy window trials in HNSCC without published results include use of olaparib, a poly-ADP ribose polymerase inhibitor, and AZD6738, a serine/threonine-specific protein kinase inhibitor (NCT03022409).

Recent window trials of immunotherapies

Studies have shown impairment of the innate and adaptive immune systems in HNSCC patients[18]. Immunotherapies are designed to sensitize the body’s immune system to the tumor and to counteract various strategies that tumors use to evade immunologic detection. With the recent FDA approval of nivolumab[19] and pembrolizumab[20] for patients with recurrent/metastatic HNSCC, there has been expansion of phase II window of opportunity trials utilizing immunomodulating drugs [Table 2]. In 2005, Timar et al.[21] administered an interleukin-2 (IL-2) treatment to subjects with oral cavity cancer prior to surgery. Treatment consisted of peritumoral and perilymphatic injections 5 times per week over 3 weeks, along with a preceding intravenous cyclophosphamide administration and oral indomethacin and zinc sulfate medications. Matched historical pathologic specimens were used as controls. No treatment related adverse events were reported. Partial or complete response as judged by histopathologic examination or tumor dimensions on magnetic resonance imaging (MRI) were observed in 8 of 19 subjects treated with IL-2. Additionally, increased CD4+:CD8+ ratios were observed in treated subjects, although a statistically significant ratio increase between responders and non-responders was observed only in the tumor stroma.

Table 2

Window trials of immunotherapies in head and neck squamous cell carcinoma

Ref.Agent(s)n*Inclusion criteriaDurationOutcome(s)BiomarkersToxicity/surgery delays
Bell et al.[27]Anti-OX40 (MEDI6469)17 (55)Stage III-IV5-6 daysTIL counts and expression profilesMHC I genesNone
Colevas et al.[26]Anti-PD-1 AbNRNRNRTIL counts and expression profilesNovel PET imagingNR
Shayan et al.[28]Motolimod + cetuximab14Stage III-IV OC/OP/L/HP15-22 daysTIL counts, circulating leukocytes, immune effector cell biomarkersUnspecified cetuximab toxicity (n = 1, withdrew from study)
Ferris et al.[25]Nivolumab29T1+N1+ OC/P/L15 daysTumor size (CT)
Pathologic response
Tumor PD-L1 expression
Immune correlates
NRGrade 3-4 adverse events (n = 4)
Uppaluri et al.[24]Pembrolizumab21Stage III-IV HPV negativeNRHigh-risk pathologic features
Pathologic treatment response
Tumor staging
Baseline PD-L1 expressionNone
Berinstein et al.[23], Wolf et al.[22]IRX-227Stage II-IV OC/OP/L/HP21 daysTumor size (CT/MRI; RECIST), TIL countsPostoperative wound infection (n = 1)
Timar et al.[21]1. IL-2
2. Historical pathologic controls
19
20
T2-3 OC21 daysPathologic analysis, Tumor dimensions (MRI)CD4:CD8 ratioNone

In a later study, Wolf et al.[22] utilized subcutaneous injections of IRX-2, a biologic composed of a mixture of purified cytokines, along with cyclophosphamide, indomethacin, and zinc in a cohort of 27 patients with HNSCC. There were no significant adverse events related to treatment noted. Of 23 evaluable subjects, 4 had an objective decrease in tumor size, although this did not constitute a true partial response by RECIST criteria. Increased lymphocytic infiltration into tumors was associated with increased response and overall survival[22,23].

More recently, Uppaluri et al.[24] presented preliminary results from an ongoing single-armed trial of advanced HPV negative HNSCC subjects who received neoadjuvant pembrolizumab (an anti-PD-1 antibody) that was continued post-operatively. No serious drug-related adverse events were reported. Significantly decreased high-risk pathologic features, pathologic treatment response, and clinical-to-pathologic downstaging was observed among the 21 subjects. Baseline high tumor expression of the programmed cell death protein ligand (PD-L1) was correlated with pathologic treatment effect. Ferris et al.[25] presented interim results of a window trial of nivolumab (another anti-PD-1 antibody) for HNSCC. In half of the 23 evaluable subjects, tumor dimensions were reduced after treatment. As part of another ongoing neoadjuvant trial, Colevas et al.[26] are administering anti-PD-1 antibody prior to planned curative surgery or radiation in HNSCC. They presented results from a single subject where their novel nuclear medicine imaging test correlated with tissue markers of immunologic activity.

A novel antibody MEDI6469, an OX40 (CD134) agonist, was also studied in a window of opportunity setting by Bell et al.[27]. No significant adverse events were reported, and immunologic response was detected in 4 of 17 subjects. There was a significant difference between responders and non-responders in genes associated with major histocompatibility complex (MHC I)-mediated antigen processing.

Shayan et al.[28] combined motolimod, a small molecule agonist of the toll-like receptor 8, along with cetuximab in 14 patients planned for curative surgery. One subject withdrew from the study due to an unspecified cetuximab toxicity. Study results showed that the expected increase in suppressive co-signaling molecule expression induced by cetuximab monotherapy was counteracted by the addition of motolimod, resulting in increased circulating EGFR-specific T cells and greater tumor infiltration of leukocytes.

Other window trials

While not a classic targeted therapy or immunotherapy, metformin, an anti-hyperglycemic, has been shown to be associated with improved outcomes in HNSCC[29]. It is postulated that metformin’s metabolic effects through inhibition of mitochondrial oxidative phosphorylation may be proapoptotic in HNSCC. Curry et al.[30] executed a single-armed window trial of metformin among 39 subjects with HNSCC of the oral cavity or larynx, each who took between 9-24 days of the drug without significant side effects. Markers of increased apoptosis and altered stromal metabolism were identified in the 33 evaluable subjects.

The results of several additional targeted therapy and immunotherapy trials have yet to be published. Those listed in ClinicalTrials.gov are briefly reviewed in Table 3.

Table 3

Ongoing window trials in head and neck squamous cell carcinoma

TypePrincipal investigator/institutionAgent(s)Inclusion criteria*NCT
Targeted therapyDuvurri/University of PittsburghAZD6738, olaparibNewly diagnosed, treatment naive
Planned surgery/biopsy + adjuvant RT and/or chemo
03022409
ImmunotherapyWolf/University of MichiganIRX-2Stage II-IVA OCSCC
Treatment naive
KPS ≥ 70%
Adequate hematologic, hepatic, and renal function
02609386
ImmunotherapyWorden/University of MichiganPembrolizumabAny T stage with ≥ N2 disease
T4 disease, any N stage
T3 OCSCC, any N stage
Clinical evidence of ECE
ECOG 0-1
02641093
ImmunotherapyNeskey/Medical University of South CarolinaNivolumabNewly diagnosed, treatment naive, T2-T4, M0 OCSCC; or
Recurrent/persistent locoregional T2-T4 OCSCC initially treated with surgery alone, ECOG 0-1
03021993
ImmunotherapySchoenfeld/Dana-Farber Cancer InstituteNivolumab ± Ipilimumab≥ T2 ± ≥ N1 surgically resectable OCSCC
ECOG 0-1
Adequate hematologic, hepatic, and renal function
02919683
ImmunotherapyPorosnicu/Wake ForestDurvalumabSurgically resectable OCSCC/OPSCC
No prior immunotherapy or RT
ECOG 0-1
Adequate hematologic, hepatic, and renal function
02827838
ImmunotherapyCurry/Thomas JeffersonDurvalumab ± MetforminSurgically resectable HNSCC
ECOG 0-1
Body weight > 30 kg
Adequate hematologic, hepatic, and renal function
03618654
Targeted therapy/immunotherapyFerris/University of PittsburghMotolimod and Cetuximab ± NivolumabTreatment naive Stage II-IVA HNSCC
Planned surgical resection
ECOG 0-1
Adequate hematologic, hepatic, and renal function
02124850

Considerations in designing future window trials

Window trials offer the opportunity to study the safety, mechanism, and efficacy of novel agents in treatment-naïve HNSCC. The studies outlined here have demonstrated the overall safety of each agent studied, with limited numbers of treatment-related adverse events and no clear post-operative complications attributable to the investigational drug. They have also confirmed the intended knockdown of upregulated pathways in HNSCC with targeted therapies and have shed light on the immunomodulatory mechanisms behind newer immunotherapies. Promising preliminary data reveal clinical, radiologic, and pathologic responses in some treated subjects along with possible biomarkers predictive of sensitivity or resistance to the studied agents, although work remains to duplicate and understand these results.

By definition, window trials occur in a short timeframe, which requires careful coordination to obtain the desired imaging studies, tumor tissue, and serial biologic samples. As the authors of a recent study discuss[15,31], this can be difficult in a patient population that often has socioeconomic and adherence challenges with an already complicated diagnosis and treatment strategy to discuss. For this reason and because patients may be hesitant to take an investigational drug that should not be marketed to improve clinical outcomes in the research setting, accrual can take longer than expected. Accrual goals were not uniformly available for the studies included in this review, and many unpublished planned window trials may have failed due to poor accrual. Narrowing subject selection to specific tumor sites (i.e., oral cavity, oropharynx, larynx, or hypopharynx) or immunogenomic profiles may further elongate recruitment timelines.

Pre- and post-treatment tissue is readily available by nature of the window of opportunity design, but the timing, selection, processing, and analysis protocols for tumor tissue and other desired body fluid samples must be considered. Tumor heterogeneity is a well-known phenomenon, and immunogenomic profiles can vary across both space and time. Pharmacokinetics of the drug under study should also be factored into the timing of obtaining biologic samples. Unlike in breast cancer where Ki67 is commonly employed, HNSCC studies have not coalesced on particular biomarkers, nor do standardized protocols for obtaining biomarker data or evaluating their clinical impact exist as of yet[14,15]. Several window trials discussed here were not randomized or did not use data from control subjects, which has been known to complicate pharmacodynamic and predictive biomarker assessment[13]. Studies presented herein have also collected serum samples, but analytes from other body fluid samples that could serve as future “liquid biopsies[32]” have yet to be characterized in window trials.

Given that there may be physical reduction in tumor size from the drug under study, it is important to confirm with subjects that surgery is still required as part of the study even if the tumor shrinks or disappears radiographically, and surgical margins should be based on pre-treatment tumor dimensions[31]. Similar to biologic samples, the type, timing, protocols, and quality thresholds for radiologic tests must be carefully planned, particularly if imaging from multiple institutions are used. The window trials presented here used a variety of exams, including CT, MRI with different protocols, 18FDG-PET, and investigational PET technologies. Additionally, criteria for assessing radiologic response included those from RECIST, modified RECIST[14], EORTC (European Organization for Research and Treatment of Cancer)[15], the World Health Organization[16], and others. Researchers should also be aware that pseudoprogression during immunotherapy, or an initial tumor flare due to inflammatory processes provoked by the drug, may complicate image interpretation during the short timeframe of a window study[33,34]. This should not be confused with hyperprogression, a phenomenon of tumor growth during immunotherapy treatment experienced by a small minority of patients, which may delay curative surgery[34,35]. Limited data are available on the optimal timing of surgery, but it is suggested that HNSCC resection should take place within a month of diagnosis[36,37]. Treatment-related adverse events beyond hyperprogression may delay curative surgery, so investigational drugs selected for window trials should have well-characterized safety data and a tolerable safety margin. Trial stopping points based on safety events should be well-defined and monitored by an independent committee.

Finally, it is important to note that window trials cannot assess the long-term response, acquired resistance mechanisms, or safety profile for the studied treatment. Complementary study designs should be utilized to contextualize window trial results. For instance, a single window trial may provide compelling preliminary data for a full confirmatory neoadjuvant trial. The I-SPY2 TRIAL (Investigation of Serial Studies to Predict Your Therapeutic Response with Imaging and Molecular Analysis)[38] utilizes this approach in breast cancer, with the added benefit of conducting studies on multiple agents in parallel. This technique could be applied in HNSCC, although the window trial approach is likely most effective for treatment-naïve and healthier patient populations. Biomolecular insights gained from window trials, on the other hand, could inform pathophysiology in multiple patient populations, as well as subject/agent selection for all types of clinical trial designs.

Conclusion

Window of opportunity studies are challenging to design and execute. Despite this, early window trials have explored the safety, pharmacodynamics, short-term efficacy, and predictive biomarkers for novel targeted therapies and immunotherapies. Window trials are a promising study design complementary to traditional clinical trials to advance understanding and treatment of HNSCC.

Declarations

Authors’ contributions

All authors made substantial contributions to the conception and writing of the article.

Availability of data and materials

Not applicable.

Financial support and sponsorship

Brenner JC received funding from NIH (U01-DE025184, P30-CA046592 and R01-CA194536); Brenner JC and Spector ME also received funding from the American Head and Neck Society.

Conflicts of interest

All authors declared that there are no conflicts of interest.

Ethical approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Copyright

© The Author(s) 2019.

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OAE Style

Farlow JL, Birkeland AC, Swiecicki PL, Brenner JC, Spector ME. Window of opportunity trials in head and neck cancer. J Cancer Metastasis Treat 2019;5:18. http://dx.doi.org/10.20517/2394-4722.2018.100

AMA Style

Farlow JL, Birkeland AC, Swiecicki PL, Brenner JC, Spector ME. Window of opportunity trials in head and neck cancer. Journal of Cancer Metastasis and Treatment. 2019; 5: 18. http://dx.doi.org/10.20517/2394-4722.2018.100

Chicago/Turabian Style

Farlow, Janice L., Andrew C. Birkeland, Paul L. Swiecicki, J. Chad Brenner, Matthew E. Spector. 2019. "Window of opportunity trials in head and neck cancer" Journal of Cancer Metastasis and Treatment. 5: 18. http://dx.doi.org/10.20517/2394-4722.2018.100

ACS Style

Farlow, JL.; Birkeland AC.; Swiecicki PL.; Brenner JC.; Spector ME. Window of opportunity trials in head and neck cancer. J. Cancer. Metastasis. Treat. 2019, 5, 18. http://dx.doi.org/10.20517/2394-4722.2018.100

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This article belongs to the Special Issue Biomarker Discovery and Precision Medicine
© The Author(s) 2019. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, sharing, adaptation, distribution and reproduction in any medium or format, for any purpose, even commercially, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

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