Evaluation of Biomarkers for HER3-targeted Therapies in Cancer


Integration of biomarkers into the majority of drug development programs has led to a need for robust measurements and assay validation techniques for analyses of biological samples. The importance of solid methodologies for biomarker assessment is heightened by the fact that new drugs frequently only offer modest benefit and that many potential biomarkers are continuous variables, the application of which relies on data interpretation, with the risk of subjectivity bias, to establish thresholds. Patritumab is a fully human anti-human epidermal growth factor receptor 3 (HER3) antibody that inhibits HER3 from binding to HRG (Mendell et al., 2015). In the HERALD phase II trial, before data unblinding but after subject enrollment, heregulin (HRG) was prospectively declared to be the predictive biomarker for patritumab efficacy. Advanced non-small cell lung cancer (NSCLC) patients previously treated with at least one chemotherapy regimen were randomized to erlotinib plus patritumab (high- or low-dose) or erlotinib plus placebo (Mendell et al., 2015). Testing a single primary predictive biomarker hypothesis to identify those patients most likely to benefit from patritumab was a secondary objective of the trial and HRG was identified as a continuous biomarker to predict outcome.

Members of the HER family of receptor tyrosine kinases (RTK) and their respective ligands constitute a robust biologic system that plays a key role in the regulation of cell-proliferative growth, survival, and differentiation (Ma et al., 2014). HER3 transactivation via dimerization with other RTKs is frequently observed in various malignancies, including NSCLC. Binding of the alpha and beta forms of neuregulin 1, collectively known as HRG, exposes a dimerization arm in the extracellular domain of HER3 and promotes receptor–receptor interactions (Ma et al., 2014, Carraway et al., 1994). HER3 contains six phosphotyrosine binding sites for the p85 subunit of PI3K, the greatest number of all HER family members, and is a major cause of treatment failure in cancer therapy (Ma et al., 2014, Fedi et al., 1994). Recently, the role of HER3 in primary and acquired resistance to EGFR-targeted or other targeted therapies in NSCLC patients has attracted considerable attention (Ma et al., 2014, Torka et al., 2014). Since HER3 lacks or has weak intrinsic kinase activity, targeting it with blocking antibodies that inhibit HRG binding is one strategy currently being investigated in order to overcome therapeutic resistance (Ma et al., 2014).

In the study by Mendell et al., although no progression-free survival (PFS) benefit was observed overall with the addition of patritumab to erlotinib, when patients were stratified according to HRG mRNA levels HRG-high patients treated with patritumab and erlotinib had significantly improved PFS compared with patients treated with erlotinib alone in both the high- and low-dose arms (Hazard Ratio (HR), 0.37 [95%CI, 0.16–0.85] and 0.29 [95%CI, 0.13–0.66]) (Mendell et al., 2015). No PFS benefit was observed in HRG-low patients. An exploratory analysis suggested that high HRG expression might also be a negative prognostic factor in patients treated with single-agent erlotinib (Mendell et al., 2015).

The role of HRG expression as a marker of HER3 activity has been previously reported. Constitutive activation of HER3 signaling can occur in the absence of direct genetic activation of HER3 or HRG while HER3 activation does not occur as a result of mutation or amplification of the HER3 co-receptors EGFR or HER2. Chronic HER3 signaling is driven by high level and potentially autocrine expression of HRG (Holmes et al., 1992). When HRG and HER3 expressions were profiled in more than 750 patients with head and neck squamous cell carcinoma, high-level expression of HRG was associated with constitutive activation of HER3, defining an actionable biomarker for interventions targeting HER3 (Shames et al., 2013).

Since the arrival of erlotinib and gefitinib, metastatic EGFR positive lung cancer patients can be offered therapeutic alternatives with proven superiority over standard platinum-based chemotherapy (Rosell et al., 2013). Testing for EGFR mutations to guide patient selection for EGFR inhibitors, in all patients with advanced-stage adenocarcinoma, regardless of sex, race, smoking history, or other clinical risk factors, is highly recommended (Lindeman et al., 2013). As commented by Mendell et al., the use of a prospective–retrospective approach applied to a single predictive biomarker hypothesis has the advantage of avoiding a high false-positive rate due to multiple comparisons when multiple biomarker hypotheses are evaluated on an equal footing in an exploratory fashion (Mendell et al., 2015). But are statistical simulations able to dismiss the confounding interactions that EGFR-sensitizing mutations could have on the HRs observed in the study? Some readers may also wonder why, in a study of primarily erlotinib treatment where samples were obtained from most patients, EGFR mutations were not assessed? Clinical trials with EGFR inhibitors designed without using EGFR mutation status, as an enrolment criterion should not be an acceptable practice anymore. Finally, having lost >50% of samples for analyzing HRG mRNA, can we safely conclude that high HRG mRNA and not HER3 expression levels are correlated with patritumab efficacy?

Although technological improvements in terms of specimen acquisition and processing have been made, much work remains to be done to ensure the quality of biospecimens and harmonization of tissue collection, processing and storage procedures, attributable largely to the long-standing success of formalin-fixed paraffin-embedded tissue analysis as the standard in diagnostic pathology. There is an ongoing trend to improve standardization of procedures for biomarker development in oncology that involves academia, professional organizations, and industry. Identification and widespread use of biomarkers will ensure that patients receive the best possible therapeutic strategies, thereby avoiding unnecessary treatments and associated toxicities, and reducing total health costs. Increased awareness of HER3 function in cancer progression and tumor recurrence following drug resistance has several implications for future lines of investigation. High expression of HRG seems to accurately define a population of tumors that may have an oncogenic dependency on ligand-activated signaling via HER3 (Mendell et al., 2015). Based on the results of the Mendell et al. study, a two-part phase III study (NCT02134015) has been initiated to examine patritumab plus erlotinib treatment in EGFR wild-type patients with advanced NSCLC. Part A will enroll subjects with any HRG value to further refine the HRG cutoff level while evaluating the efficacy of patritumab plus erlotinib versus erlotinib in the HRG-high group. Part B will enroll only HRG-high (as per revised criteria) patients to evaluate efficacy and safety of patritumab plus erlotinib versus erlotinib.

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Clinical Translation and Validation of a Predictive Biomarker for Patritumab, an Anti-human Epidermal Growth Factor Receptor 3 (HER3) Monoclonal Antibody, in Patients With Advanced Non-small Cell Lung Cancer


Highlights

  • High heregulin levels predict benefit from patritumab treatment in patients with NSCLC.

    A prospective–retrospective approach provisionally validated a predictive biomarker.

    Post hoc analyses can be used to test underlying assumptions in biomarker validation.

    The median may be a reasonable initial cutoff for a unimodal continuous biomarker.

Abstract

Background

During early clinical development, prospective identification of a predictive biomarker and validation of an assay method may not always be feasible. Dichotomizing a continuous biomarker measure to classify responders also leads to challenges. We present a case study of a prospective–retrospective approach for a continuous biomarker identified after patient enrollment but defined prospectively before the unblinding of data. An analysis of the strengths and weaknesses of this approach and the challenges encountered in its practical application are also provided.

Methods

HERALD (NCT02134015) was a double-blind, phase 2 study in patients with non-small cell lung cancer (NSCLC) randomized to erlotinib with placebo or with high or low doses of patritumab, a monoclonal antibody targeted against human epidermal growth factor receptor 3 (HER3). While the primary objective was to assess safety and progression-free survival (PFS), a secondary objective was to determine a single predictive biomarker hypothesis to identify subjects most likely to benefit from the addition of patritumab. Although not identified as the primary biomarker in the study protocol, on the basis of preclinical results from 2 independent laboratories, expression levels of the HER3 ligand heregulin (HRG) were prospectively declared the predictive biomarker before data unblinding but after subject enrollment. An assay to measure HRG mRNA was developed and validated. Other biomarkers, such as epidermal growth factor receptor (EGFR) mutation status, were also evaluated in an exploratory fashion. The cutoff value for high vs. low HRG mRNA levels was set at the median delta threshold cycle. A maximum likelihood analysis was performed to evaluate the provisional cutoff. The relationship of HRG values to PFS hazard ratios (HRs) was assessed as a measure of internal validation. Additional NSCLC samples were analyzed to characterize HRG mRNA distribution.

Results

The subgroup of patients with high HRG mRNA levels (“HRG-high”) demonstrated clinical benefit from patritumab treatment with HRs of 0.37 (P = 0.0283) and 0.29 (P = 0.0027) in the high- and low-dose patritumab arms, respectively. However, only 102 of the 215 randomized patients (47.4%) had sufficient tumor samples for HRG mRNA measurement. Maximum likelihood analysis showed that the provisional cutoff was within the optimal range. In the placebo arm, the HRG-high subgroup demonstrated worse prognosis compared with HRG-low. A continuous relationship was observed between increased HRG mRNA levels and lower HR. Additional NSCLC samples (N = 300) demonstrated a similar unimodal distribution to that observed in this study, suggesting that the defined cutoff may be applicable to future NSCLC studies.

Conclusions

The prospective–retrospective approach was successful in clinically validating a probable predictive biomarker. Post hoc in vitro studies and statistical analyses permitted further testing of the underlying assumptions. However, limitations of this analysis include the incomplete collection of adequate tumor tissue and a lack of stratification. In a phase 3 study, findings are being confirmed, and the HRG cutoff value is being further refined.

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Biomarkers for Identifying Risk of Immune Reconstitution Inflammatory Syndrome


In the last 10–20 years, access to antiretroviral therapy (ART) has improved worldwide, resulting in substantial reduction in HIV-associated mortality and increased life expectancy, especially in low and middle-income countries. However, immune reconstitution inflammatory syndrome (IRIS), the clinical deterioration in patients with HIV initiating ART, is a common complication of ART initiation. The manifestations of IRIS depend on the type of opportunistic infection. With HIV-1 as the strongest predisposing factor to tuberculosis (TB) and TB as the commonest cause of death in HIV-1 infected persons in Africa, the otherwise beneficial dual therapy for HIV-1 and TB is frequently complicated by the occurrence of TB-immune reconstitution inflammatory syndrome (TB-IRIS) (Walker et al., 2015). Two forms of TB-IRIS are recognized: paradoxical, which occurs in patients established on anti-tuberculosis therapy before ART, but who develop recurrent or new TB symptoms and clinical features after ART initiation; and unmasking TB-IRIS in patients not receiving treatment for TB when ART is started, but who present with active TB within 3 months of starting ART (Meintjes et al., 2008). Paradoxical TB-IRIS affects approximately 15.7% of all HIV-1-infected patients commencing ART while on TB treatment, and up to 52% in some populations, causing considerable morbidity and mortality (Namale et al., 2015).

While the clinical features are relatively well-described, specific diagnostic tools and treatments for TB-IRIS are lacking. The diagnosis of IRIS is clinical, and excluding other causes for a clinical deterioration, such as other opportunistic infections and drug-resistance, is challenging, especially in a resource-limited setting. While risk factors for IRIS have been identified, such as low CD4 count pre-ART initiation and the presence of a disseminated opportunistic infection, there are no biomarkers that predict which patients will develop IRIS. The identification of biomarkers for IRIS prediction may help elucidate the mechanism of IRIS pathogenesis, which may in turn facilitate the development of specific therapies and additionally, allow high-risk patients that would benefit from specific preventative strategies to be identified.

A large number of investigations have addressed the roles played by different aspects of the immune response in contributing to TB-IRIS pathogenesis, reviewed in Lai et al. (2015a)). A recent unbiased whole-blood transcriptomic profiling of HIV-TB co-infected patients commencing ART showed that inflammation in TB-IRIS is driven by innate immune signaling and activation of the inflammasome, which triggers the activation of transcription factors leading to hypercytokinemia, resulting in systemic inflammation (Lai et al., 2015b). Other recent work also suggests that extracellular matrix destruction by matrix metalloproteinases may play a role in paradoxical TB-IRIS (Tadokera et al., 2014, Shruthi Ravimohan, 2015). Immunosuppressive corticosteroid therapy improves symptoms and reduces hospital admissions but is not without adverse events, and is potentially detrimental in cases of drug-resistant TB (Meintjes et al., 2010). Therefore therapeutic strategies that offer greater immune specificity should be explored.

The CADIRIS study, a double-blind, randomized, placebo-controlled trial, investigated the use of maraviroc (a CCR5 antagonist) for IRIS prevention, based on the hypothesis that inflammatory cytokines and chemokines mediate the influx of CCR5-expressing immune cells in IRIS and CCR5 blockade would prevent these inflammatory cells leaving the circulation, reducing local inflammatory reactions leading to IRIS. The study recruited HIV-infected participants with advanced immunosuppression (CD4 count <100/μl) from five clinical sites in Mexico and one in South Africa and followed them for 1 year. Patients were assigned to receive either maraviroc (600 mg twice daily) or placebo in addition to ART, the primary outcome being time to an IRIS event by 24 weeks. Maraviroc had no significant effect on development of IRIS after ART initiation. While this CCR5 inhibitor has proven antiviral activity, safety and tolerability as part of an ART regimen, its use as an immune-modulator to prevent IRIS appears un-warranted (Sierra-Madero et al., 2014).

Well-conducted clinical trials, even if their outcome is negative, are an enormously valuable resource for further studies, such as identifying correlates of risk and/or protection. In this issue of EBioMedicine, Musselwhite and colleagues (Musselwhite et al., 2016) investigate plasma biomarkers predictive of IRIS in samples banked at enrolment from HIV-infected patients entering the CADIRIS trial. With the hypothesis that the risk of IRIS is most likely already present before starting ART, and can be predicted from measuring biomarkers in plasma samples collected before starting ART, they assessed twenty biomarkers in an exploratory way, and retrospectively associated them with the risk of developing IRIS. Of the 267 patients with banked plasma samples, 62 developed IRIS within 6 months of ART initiation, 31% of them TB-IRIS specifically, within median of 13 days of ART. The results indicate that baseline concentrations of vitamin D and higher concentrations of D-dimer, as well as markers of T cell and monocyte activation (interferon-γ and sCD14) were independently associated with risk of IRIS in general. Vitamin D deficiency was prevalent. Higher vitamin D levels were associated with protection against IRIS events, suggesting vitamin D plays an immune-modulatory role. However, vitamin D and D-dimer concentrations were not associated with TB-IRIS specifically, perhaps due to lack of power for this sub-analysis. TB-IRIS was associated with higher concentrations of CRP, sCD14, and interferon-γ and lower hemoglobin than other forms of IRIS and these parameters were used in a composite score to predict TB-IRIS over Other IRIS, with an area under the curve of 0.85 (CI 0.79-0.92) on Receiver Operator Characteristics (ROC) analysis.

The strength of this study lies in reasonable power to assess predictors of IRIS and the availability of plasma samples prior to starting ART on two different continents, contributing to the generalizability of the findings. Interesting comparisons are drawn between TB-IRIS and other causes of IRIS, demonstrating heterogeneity in IRIS pathophysiology. As patients with CD4 counts ≥100/μl and those with critical illness (e.g. severe laboratory abnormalities, CNS infections) were excluded, generalizability of the findings to these groups is unknown. Further work is required to confirm the findings in these and other at-risk patient populations.

References

  1. Lai, R.P., Meintjes, G., and Wilkinson, R.J. HIV-1 tuberculosis-associated immune reconstitution inflammatory syndrome. Semin. Immunopathol. 2015;
  2. Lai, R.P., Meintjes, G., Wilkinson, K.A., Graham, C.M., Marais, S., Van der Plas, H., Deffur, A., Schutz, C., Bloom, C., Munagala, I., Anguiano, E., Goliath, R., Maartens, G., Banchereau, J., Chaussabel, D., O’Garra, A., and Wilkinson, R.J. HIV-tuberculosis-associated immune reconstitution inflammatory syndrome is characterized by Toll-like receptor and inflammasome signalling. Nat. Commun. 2015; 6: 8451
  3. Meintjes, G., Lawn, S.D., Scano, F., Maartens, G., French, M.A., Worodria, W., Elliott, J.H., Murdoch, D., Wilkinson, R.J., Seyler, C., John, L., van der Loeff, M.S., Reiss, P., Lynen, L., Janoff, E.N., Gilks, C., and Colebunders, R. Tuberculosis-associated immune reconstitution inflammatory syndrome: case definitions for use in resource-limited settings. Lancet Infect. Dis. 2008; 8: 516–523
  4. Meintjes, G., Wilkinson, R.J., Morroni, C., Pepper, D.J., Rebe, K., Rangaka, M.X., Oni, T., and Maartens, G. Randomized placebo-controlled trial of prednisone for paradoxical tuberculosis-associated immune reconstitution inflammatory syndrome. AIDS. 2010; 24: 2381–2390
  5. Musselwhite, Laura W., BBA, Ellenberg, Susan S., Tierney, Ann, Belaunzaran-Zamudio, Pablo F., Rupert, Adam, Lederman, Michael M., Sanne, Ian, Madero, Juan G. Sierra, and Sereti, Irini. Vitamin D, d-dimer, interferon γ, and sCD14 levels are independently associated with immune reconstitution inflammatory syndrome: a prospective, international study. EBioMedicine. 2016; 4: 115–123
  6. Namale, P.E., Abdullahi, L.H., Fine, S., Kamkuemah, M., Wilkinson, R.J., and Meintjes, G. Paradoxical TB-IRIS in HIV-infected adults: a systematic review and meta-analysis. Future Microbiol. 2015; 10: 1077–1099
  7. Shruthi Ravimohan, N.T., Kung, Shiang-Ju, Nfanyana, Kebatshabile, Steenhoff, Andrew P., Gross, Robert, Weissman, Drew, and Bisson, Gregory P. Matrix metalloproteinases in tuberculosis-immune reconstitution inflammatory syndrome and impaired lung function among advanced HIV/TB co-infected patients initiating antiretroviral therapy. EBioMedicine. 2015; 3: 100–107
  8. Sierra-Madero, J.G., Ellenberg, S., Rassool, M.S., Tierney, A., Belaunzaran-Zamudio, P.F., Lopez-Martinez, A., Pineirua-Menendez, A., Montaner, L.J., Azzoni, L., Benitez, C.R., Sereti, I., Andrade-Villanueva, J., Mosqueda-Gomez, J.L., Rodriguez, B., Sanne, I., Lederman, M.M., and team Cs. A randomized, double-blind, placebo-controlled clinical trial of a chemokine receptor 5 (CCR5) antagonist to decrease the occurrence of immune reconstitution inflammatory syndrome in HIV-infection: the CADIRIS study. Lancet HIV. 2014; 1: e60–e67
  9. Tadokera, R., Meintjes, G.A., Wilkinson, K.A., Skolimowska, K.H., Walker, N., Friedland, J.S., Maartens, G., Elkington, P.T., and Wilkinson, R.J. Matrix metalloproteinases and tissue damage in HIV-tuberculosis immune reconstitution inflammatory syndrome. Eur. J. Immunol. 2014; 44: 127–136
  10. Walker, N.F., Scriven, J., Meintjes, G., and Wilkinson, R.J. Immune reconstitution inflammatory syndrome in HIV-infected patients. HIV AIDS (Auckl.). 2015; 7: 49–64

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