key: cord-0693273-u1rgy2ru
authors: Sehgal, Kartik; Costa, Daniel B.; Rangachari, Deepa
title: Extended-Interval Dosing Strategy of Immune Checkpoint Inhibitors in Lung Cancer: Will it Outlast the COVID-19 Pandemic?
date: 2020-06-23
journal: Front Oncol
DOI: 10.3389/fonc.2020.01193
sha: 064415e019303cb8bd44e8dc06262f5a759ff997
doc_id: 693273
cord_uid: u1rgy2ru

Patients with lung cancer are particularly vulnerable to complications from coronavirus disease-2019 (COVID-19). Recurrent hospital visits and hospital admission are potential risk factors for acquiring infection with its causative pathogen, severe acute respiratory syndrome coronavirus−2 (SARS-CoV-2). As immune checkpoint inhibitors (ICIs) constitute the therapeutic backbone for the vast majority of patients with advanced lung cancer in the absence of actionable driver oncogenes, there have been intense discussions within the oncology community regarding risk-benefit of delaying these treatments or use of alternative extended-interval treatment strategies to minimize the risk of viral transmission secondary to unintended nosocomial exposures. In the midst of the COVID-19 pandemic, the U.S. Food and Drug Administration (FDA) granted accelerated approval for extended-interval strategy of pembrolizumab at a dose of 400 mg every 6 weeks for all already approved oncologic indications. Herein, we summarize the evidence from the in silico pharmacokinetic modeling/simulation studies supporting extended-interval dosing strategies for the ICIs used in lung cancer. We further review the evolving clinical evidence behind these approaches and predict that they will continue to be used in routine practice even long after the pandemic, particularly for patients with durable disease control.

Immune checkpoint inhibitors (ICIs) have acquired an indisputable place in the evidencebased care of lung cancers (1) . Drugs targeting the programmed death (PD)-1/PD-ligand-1 (PD-L1) and cytotoxic T lymphocyte antigen (CTLA)-4 pathways have been approved, either as monotherapy or in combination with other agents, for management of locally advanced and metastatic non-small cell lung cancer (NSCLC) by the United States (U.S.) Food and Drug Administration (FDA) and other regulatory agencies around the world ( Table 1) . These include PD-1 inhibitors (pembrolizumab and nivolumab), PD-L1 inhibitors (atezolizumab and durvalumab), and a CTLA-4 inhibitor (ipilimumab). Additionally, PD-L1 inhibitors have been approved in combination with chemotherapy by the U.S. FDA for first line management of extensive-stage small cell lung cancer (SCLC), while PD-1 inhibitors are currently approved in third or later-line treatment settings for metastatic SCLC ( Table 1) . Coronavirus disease-2019 (COVID-19) is an ongoing global pandemic which has caused more than 380,000 deaths worldwide as of June 4th, 2020 (2) . Patients with cancer are among the most vulnerable groups for infection with its causative pathogen, severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), and can develop severe morbidity and mortality from COVID-19 (3) (4) (5) (6) (7) (8) . Even among all cancer patients, those with lung cancer appear to be at a disproportionately higher risk for poor outcomes (3, (7) (8) (9) (10) . In a preliminary analysis of 200 patients with lung cancer and COVID-19 enrolled in the global TERAVOLT (Thoracic cancERs international coVid 19 cOLlaboratTion) registry, the mortality rate was 33.3% (10) . This increased risk may be attributable to association of lung cancer with advanced age, smoking, preexisting lung damage and therapy-related immune impairment-all risk factors for severe COVID-19 complications (11) . The specific impact of active treatment with ICIs in patients with cancer who develop COVID-19 is not entirely clear (12) . While ICIs may theoretically promote immunocompetence to fight viral infection, they may also potentiate hyperinflammation associated with severe COVID-19.

Anecdotal case reports of fatalities have been described in patients with advanced lung cancer who were receiving treatment with ICIs (13). However, a single-center study assessing 69 consecutive patients with lung cancer and COVID-19 did not find an association between PD-1 blockade and severity of COVID-19 after adjustment for smoking status (9) .

Hospital admissions and recurrent hospital visits have been identified as potential risk factors for infection with SARS-CoV-2 (3, 5) . To minimize the risk of hospitalacquired transmission, there have been fervent discussions within the oncology community about the risk-benefit of delaying/extending intervals of treatment cycles for those receiving ICIs as part of routine care (12) . The majority of ICIs were initially approved as either every 2 weeks (Q2W) or every 3 weeks (Q3W) dosing regimens. Extended-interval dosing of nivolumab and atezolizumab have subsequently been approved based on in silico (modeling/simulation) studies (14, 15) . The extended-interval frequency of treatment with pembrolizumab (the most commonly utilized ICI in the first-line setting for advanced NSCLC) at 400 mg every 6 weeks (Q6W) was recently granted accelerated approval by the U.S. FDA on April 28, 2020, thereby providing an evidence-based option for less frequent treatment of patients with lung and other cancers for which pembrolizumab has previously obtained approval. Herein, we summarize the pharmacokinetic/pharmacodynamic and clinical evidence behind extended-interval dosing regimens of ICIs currently approved by the U.S. FDA for management of patients with lung cancer.

Early drug development studies provided data on pharmacokinetic (PK) and pharmacodynamic (PD) properties of immune-checkpoint inhibitors, including anti-PD-1, anti-PD-L1 and anti-CTLA-4 antibodies (1, 16, 17) . These are either humanized or fully human monoclonal immunoglobulin (IgG)-1 antibodies, with the exception of the PD-1 inhibitors pembrolizumab and nivolumab, which are IgG4 molecules. As with other monoclonal antibodies, they exhibit a low volume of distribution, low clearance, and long half-lives; their clearance is also minimally affected by renal or hepatic impairment (16, 17) .

Two compartment models best characterize the PK properties of ICIs (16) . Over the dose range studied, linear PK profiles with time-varying clearance have been described for: pembrolizumab (0.3-10 mg/kg) (18) (19) (20) , nivolumab (0.1-20 mg/kg) (21) (22) (23) , atezolizumab [1-20 mg/kg including 1,200 mg dose) (24) , and durvalumab (>3 mg/kg) (25, 26) . A time-invariant linear PK model characterizes ipilimumab (0.3-10 mg/kg) (27, 28) . However, at lower dose ranges, the PK profile has been found to be non-linear for pembrolizumab (<0.3 mg/kg) (18, 19) and durvalumab (<3 mg/kg) (25, 26) . Steady-state exposure is achieved after treatment for ∼19 weeks with pembrolizumab (Q3W) (29), 12 weeks with nivolumab (Q2W) (21, 22) , and 16 weeks with durvalumab (Q2W) (26) . In the doseescalation studies, maximal tolerated dose was not reached for pembrolizumab (0.005-10 mg/kg) (19) , nivolumab (0.1-10 mg/kg) (21, 30, 31) , atezolizumab (0.01-20 mg/kg) (32-34), or durvalumab (0.1-15 mg/kg) (35) . PD analyses have shown maximal occupancy of PD-1 receptors with nivolumab at doses as low as 0.1-0.3 mg/kg (21, 30) and with duvalumab at ≥0.3 mg/kg (36) , while maximal effect on lymphocyte stimulation was seen with pembrolizumab at doses ≥1 mg/kg (19) .

Clinicopathological features are known to influence the PKs of monoclonal antibodies and may contribute to interpatient variability (16, 37) . Body weight is the most important patient variable influencing clearance of ICIs. Other patient characteristics such as age, sex, ethnicity, performance status, tumor type, initial tumor burden, serum albumin level, initial lactate dehydrogenase level, liver function, and renal function have not been shown to affect PK parameters in a clinically relevant manner (20, 22, 25, 27, 29) . An exception is a prospective study of nivolumab in NSCLC, melanoma and renal cancer, where sex and baseline serum albumin significantly affected drug clearance in addition to body surface area (38) . Finally, development of anti-drug antibodies (ADA) has not been associated with a clinically significant deleterious effect on PKs or efficacy of pembrolizumab (39) , nivolumab (40) , atezolizumab (24) , or durvalumab (26) . However, the effect of ADA on drug clearance merits further investigation, as a negative association with overall survival has been found for ipilimumab in patients with advanced melanoma (41) , and conflicting results have been reported for nivolumab in the post-drug approval setting (16) .

Population pharmacokinetic (PPK) modeling and simulation studies have relied on data collected in the early dose-ranging studies of ICIs. Flat exposure-response relationship with a wide therapeutic index has been described for pembrolizumab in patients with NSCLC (42, 43) and other solid malignancies (19, (44) (45) (46) . Similar results were seen in a study which retrospectively pooled data from KEYNOTE-002 (melanoma) and KEYNOTE-010 (NSCLC), with subsequent prospective validation in data from KEYNOTE-024 (NSCLC) (47) . In addition, drug clearance has also been associated with patient outcomes (survival/response) with pembrolizumab treatment (47, 48) . With regards to nivolumab, exposure concentrations reached plateau at doses ≥3 mg/kg for patients with NSCLC and at ≥1 mg/kg for patients with melanoma in a phase I dose-escalation study (21, 22, 30) . Most subsequent studies have reported relatively flat dose/exposure-response for nivolumab with a wide therapeutic index in patients with NSCLC (49, 50) and other solid malignancies (51) (52) (53) . However, a real-world study in 76 patients with metastatic NSCLC reported a potential exposure-response relationship with nivolumab treatment at the 3 mg/kg dose (54) . Higher trough concentrations were seen in patients with longer overall survival; however, this was not adjusted for clinical or biological factors. Multiple studies have consistently demonstrated baseline clearance to be a strong predictor of objective response and overall survival on treatment with nivolumab across multiple tumor types (30, 51, 52) , including NSCLC (38, 49) . In addition, decrease in clearance over time has also been found as an independent predictor of objective response (23) . Atezolizumab has also been shown to have a flat exposure-response profile (including 1200 mg Q3W dosing) with regards to efficacy and safety in urothelial carcinoma (24) . In contrast, exposure-response relationship for efficacy and safety has been consistently reported with ipilimumab treatment in patients with advanced melanoma, supporting its body weightbased dosing (55) (56) (57) .

Fixed flat dosing of PD-1/PD-L1 ICIs has been evaluated using PPK and exposure-response analyses in modeling/simulation studies. This is consistent with the model-informed drug development approach endorsed by the U.S. FDA, where in silico studies may provide primary evidence for alternative dosing strategies when effectiveness is well-established in other settings (58, 59) . These in silico studies with PD-1/PD-L1 inhibitors predicted comparable exposures between flat and traditional body weight-based dosing strategies (25, 60, 61) , leading to regulatory approval of fixed dose regimens for nivolumab and pembrolizumab. Interestingly, the 1200 mg Q3W flat dose of atezolizumab was selected early during drug development process, as it achieved preclinically determined target serum tough concentration of 6 µg/mL in >95% of patients (24, 62) .

A potential limitation of in silico studies is the inability to fully account for drug clearance, development of ADA and other clinicopathological variables. The simulated exposure concentrations require prospective validation in biologically dynamic systems. In addition, the vast majority of these studies have either been performed or provided funding by manufacturing pharmaceutical companies, which may have been a factor in the selection of the dose and frequency chosen for comparisons (63) .

The model-based approach was further expanded to evaluate extended-interval frequencies based on the aforementioned principles and data. The initial study with nivolumab compared the standard 3 mg/kg Q2W and 240 mg Q2W regimens with the extended-interval strategy of 480 mg every 4 weeks (Q4W) (14, 58) . This study utilized steady-state PK measures of trough concentration (C min ) and time-averaged concentration as surrogate markers for efficacy, while peak concentration (C max ) was used as a surrogate marker for safety. Using data from 3,817 patients from clinical trials across tumor types (including NSCLC and SCLC), nivolumab administration at 480 mg Q4W was predicted to lead to similar steady-state time-averaged concentrations, 16% lower C min and 45% higher C max compared to traditional 3 mg/kg Q2W dosing. Notably, a modest increase in interpatient variability in exposure was detected with the extended-interval regimen. The predicted C max was lower than that of 10 mg/kg Q2W, the maximal dose evaluated and welltolerated in the dose-escalation trials. Another simulation study predicted comparable clinical outcomes (objective response rate, overall survival) for patients with NSCLC, melanoma, and renal cell cancer with nivolumab 480 mg Q4W compared to 3 mg/kg Q2W regimen (64) . These data collectively led to the approval of nivolumab 480 mg Q4W in patients with previously treated advanced NSCLC.

Subsequently, another modeling study simulated pembrolizumab concentration time profiles by utilizing the PPK model based on data from 2,993 participants in five clinical trials of patients with multiple tumor types (65) . This study also measured steady-state PK profiles to compare efficacy and safety of pembrolizumab 400 mg Q6W with the standard doses of 200 mg Q3W and 2 mg/kg Q3W. Of the two efficacy parameters assessed, area under the curve (AUC) was nearly identical between the different groups. The more conservative estimate of mean C min for 400 mg Q6W regimen was predicted to be 12% and 34% lower compared to 200 mg Q3W and 2 mg/kg Q3W dosing, respectively. Only ∼0.5% patients with the 400 mg Q6W dose had C min below the lowest value for 2 mg/kg Q3W for an average of 3 days. This was thought to not have a significant effect on target saturation of PD-1 receptors, as it was predicted that reduced concentrations would be required for at least 7 days (based on five half-lives of receptor turnover) for replacement of steady state levels of PD-1. The surrogate measure for safety-C max with 400 mg Q6W regimen was predicted to be lower at all times when compared to 10 mg/kg Q2W, the highest/most frequent pembrolizumab dose administered in clinical trials. The authors further demonstrated that these PK profiles were consistent across tumor types with a flat exposure-response relationship over a five-fold dose range. These data ultimately led to approval of pembrolizumab 400 mg Q6W for all previously approved indications by the U.S. FDA on April 28, 2020.

A similar exposure-matching study with atezolizumab employed data from three clinical trials: PCD4989g (NSCLC and urothelial carcinoma cohorts), OAK (NSCLC), and IMvigor211 (urothelial carcinoma) (15) . The predicted exposure with extended-interval dosing at 1680 mg Q4W was comparable to the standard 1200 mg Q3W regimen. At steady-state, the predicted serum C min with 1680 mg Q4W was 6% lower than that for 1200 mg Q3W regimen-but remained tenfold higher than the target serum C min of 6 µg/mL. The predicted AUC was 4.8% higher than that for 1200 mg Q3W. Further evaluation revealed no clear exposure-safety relationship for atezolizumab. The predicted C max with 1680 mg Q4W was within the range observed with the maximal 20 mg/kg dose tested in the doseescalation study PDC4989g, with a comparable safety profile demonstrated in those below or above this predicted C max . This study contributed to the US. FDA approval of the 1680 mg Q4W atezolizumab regimen when used as monotherapy in first or later-line settings.

The regulatory approval of extended-interval strategies of ICIs has been predominantly based on the aforementioned in silico studies. While these strategies have the potential to improve patient experience and reduce infusion center-related costs, concerns remain regarding less frequent monitoring for progression and immune-related adverse events with potentially serious consequences. The clinical evidence behind use of these strategies is still evolving.

The safety profile of the nivolumab 480 mg Q4W regimen was evaluated in a pooled dataset of 61 patients from four phase III (CheckMate 066, 025, 057, and 017) clinical trials (14) . This study included patients who either transitioned to the extended-interval nivolumab strategy or crossed over after disease progression in the comparator arm in the open-label phase. When compared to data available for 1,030 patients receiving the 3 mg/kg Q2W regimen, the incidence of treatmentrelated adverse events (TRAEs, 14.8%) was similar. Ongoing randomized clinical trials evaluating the nivolumab 480 mg Q4W Frontiers in Oncology | www.frontiersin.org schedule include phase IIIB/IV CheckMate 384 (NCT02713867) in previously treated advanced NSCLC and CheckMate 511 (NCT02714218) in advanced melanoma. CheckMate 384 is an international open-label randomized study comparing 480 mg Q4W and 240 mg Q2W regimens in patients with previously treated stage IIIB/IV or recurrent NSCLC who have received prior treatment with nivolumab 240 mg Q2W for ≤12 months with ≥2 consecutive response assessments without evidence of disease progression. In an interim analysis of 329 patients (166 in 480 mg Q4W and 163 in 240 mg Q2W groups) with median follow up of 9.5 months (Q4W) and 10.2 months (Q2W), respectively, endpoints of efficacy and safety were comparable (66) . The co-primary endpoint of post-randomization 6-months progression-free survival (PFS) rates for 480 mg Q4W vs. 240 mg Q2W regimens were 75 vs. 80%, respectively; 12-month PFS rates were 53% in both groups. Median PFS rates for 480 mg Q4W vs. 240 mg Q2W regimens were 12.1 vs. 12.2 months, respectively (HR, 0.96). Any grade TRAEs were seen in 48% and 61% of patients on 400 mg Q4W and 200 mg Q2W nivolumab doses, respectively. The other CheckMate 511 study is utilizing 480 mg Q4W nivolumab regimen in the maintenance phase for treatment of advanced melanoma for the two main cohorts (67) . In the third cohort of the trial not included in the original protocol, 27 patients have been randomized to initial treatment with 6 mg/kg nivolumab and ipilimumab 1 mg/kg, followed by 480 mg every 8 weeks (Q8W) nivolumab in the maintenance phase. Preliminary results available at ClinicalTrials.gov showed comparable rates of serious adverse events (37.0%), other (not including serious) adverse events (96.3%), and all-cause mortality (25.9%) in this cohort as compared to the other two main cohorts studying different combinations of nivolumab and ipilimumab at 1-3 mg/kg doses. Nivolumab 360 mg Q3W has most recently been approved in combination with ipilimumab and 2 cycles of platinum-doublet chemotherapy for first line treatment of advanced NSCLC based on results from CheckMate 9LA trial (NCT03215706) (68) .

The extended-interval 400 mg Q6W regimen of pembrolizumab is currently being evaluated in 100 patients with advanced melanoma in cohort B of the ongoing Phase I open-label KEYNOTE-555 study (NCT03665597). Interim analysis of results from the first 44 patients enrolled in this cohort showed overall response rate (primary endpoint) of 38.6% (95% CI, 24.4-54.5) and complete response rate of 9.1% (69) . These are similar to the historically reported response rates with pembrolizumab in metastatic melanoma. Additionally, exposure concentrations observed in patients in this study with the 400 mg Q6W regimen were within the 90% prediction intervals of simulated concentrations from the model-based study (65) . C min with 400 mg Q6W was 18% lower than 200 mg Q3W, while C max was 38% lower than the maximum clinically tested dose of 10 mg/kg Q2W. The safety profile of the Q6W regimen was also comparable to that seen with the Q3W regimen in clinical trials, with grade 3-4 all-cause adverse events reported in 25.0% patients. These interim results were included in the resubmitted Supplemental Biologics License Application, which ultimately led to approval of the 400 mg Q6W pembrolizumab regimen by the U.S. FDA.

No completed clinical trials have yet evaluated the extendedinterval atezolizumab dosing regimen of 1680 mg Q4W; 1200 mg Q3W was utilized in all landmark IMpower trials in advanced NSCLC and extensive-stage SCLC (15) . The 1680 mg Q4W regimen of atezolizumab has, however, been approved based on in silico studies for all indications when used as monotherapy.

Ongoing clinical trials in lung cancer which have incorporated the 1680 mg Q4W regimen include NCT04267237 (in both study arms) and NCT03178552 (in experimental cohort being compared to chemotherapy).

The phase III CASPIAN trial (NCT03043872), which led to approval of durvalumab in extensive-stage SCLC, evaluated a dose of 1500 mg Q3W in combination with chemotherapy in the initial phase; then followed by 1500 mg Q4W regimen in the maintenance phase (70) . In NSCLC, durvalumab is currently approved only at the dose of 10 mg/kg Q2W for maintenance therapy after curative intent chemoradiation therapy for patients with stage IIIB disease.

Ipilimumab is the most recently approved ICI for management of advanced NSCLC in the first-line setting. It has been approved at a dose of 1 mg/kg Q6W in combination with nivolumab 3 mg/kg Q2W, as evaluated for patients with tumor PD-L1 expression in the CheckMate 227 trial (NCT02477826) (71), as well as in combination with nivolumab 360 mg Q3W and 2 cycles of platinum-doublet chemotherapy, as evaluated in the CheckMate 9LA trial (NCT03215706) (68).

The wide therapeutic index and flat exposure-response profiles seen with ICIs have raised additional questions regarding strategies that would permit the lowest and least frequent dosage of the drug with optimal efficacy outcomes (72, 73) . Few realworld studies have evaluated administration of standard FDAapproved (or lower) doses of ICIs at extended intervals. A multicenter retrospective study from Israel with median follow up of 35.6 months found no significant differences in PFS for patients with previously treated advanced NSCLC who received nivolumab for >2 years at approved doses (3 mg/kg Q2W/ 240 mg Q2W/ 480 mg Q4W) (N = 25) vs. extended-interval doses (3 mg/kg Q3W-Q8W) (N = 13) (74). Another study from South Korea retrospectively evaluated outcomes of 18 patients with advanced NSCLC treated with low doses of nivolumab chosen to approximate 0.1 mg/kg and 1 mg/kg [20 mg [N = 3] or 100 mg [N = 15], respectively] Q3W (due to financial toxicity) compared to 29 patients who received standard dose nivolumab (3 mg/kg) Q3W (75) . At mean follow up of 5.2 months, the authors reported no significant differences in the response rates, PFS, or overall survival between the two groups. In another retrospective multicenter study, our group evaluated association of treatment delays/extensions with outcomes in patients with advanced NSCLC who received at least four cycles of pembrolizumab treatment. Similar outcomes were seen in those who received two or more pembrolizumab 200 mg Q3W cycles at extended-intervals (>3 weeks + 3 days) due to immune-related adverse events, medical reasons, or patientphysician preferences (N = 27), as compared to those who received all (or up to one non-standard) treatment cycles on the standard 200 mg Q3W schedule (N = 65) (76) . All these studies, however, are limited by the retrospective nature of their analyses and small sample sizes, making these results at best hypothesis generating. In addition, the evolution of disease biology and patient characteristics may affect outcomes in those with extension of the ICI intervals after achieving disease stability/response. This data should not be extrapolated to those at the beginning of ICI therapy.

The rapid adoption of ICIs in routine practice has had a substantial financial impact on global health care systems (73, 77, 78) . Cost analyses have been performed to compare different dosing strategies including body-weight based, fixed/flat, PKderived, and banded dosing (79) . While multiple studies have predicted cost-savings with personalized body-weight administration of ICIs compared to fixed/flat dosing (80) (81) (82) , data is sparse on cost impact of extended-interval dosing strategies. A simulation study based on a PPK model of nivolumab predicted a potential for 70% cost-savings if nivolumab 480 mg was administered every 8 to 14 weeks following two initial doses at 480 mg Q4W (83) . Another study proposed therapeutic drug monitoring of exposure concentrations to evaluate potential use of nivolumab 480 mg Q8W or longer in selected patients (72) .

The aforementioned clinical evidence supporting extendedinterval dosing regimens is still preliminary. The impact on monitoring for clinical progression, especially in patients with SCLC, and detection of immune-related adverse events is yet undefined. This may, however, be potentially addressed by incorporation of telemedicine visits for symptom check-in and laboratory testing with local partners in the community. Another potential pitfall is the applicability of data derived from PPK modeling from patients with multiple types of malignancies to patients with NSCLC and SCLC. Whether patients with different tumor histologies and treatment characteristics would have different benefit-to-risk ratios from extended-interval strategies is not fully understood. Moreover, the consequences of longer intervals on eligibility for subsequent clinical trials, which incorporate timing from the last ICI dose in the inclusion criteria, still need to be addressed. Finally, patient-reported outcomes have not been described yet, making the potential advantage of improved patient experience an assumption at this time.

Knowledge of ICI PK properties from dose-ranging studies during early drug development has proven fruitful in facilitating subsequent modeling and simulation efforts that have permitted exploration of the efficacy and safety of extended-interval dosing strategies, thus resulting in regulatory approval for multiple ICIs currently used in routine clinical practice. These data clearly highlight the importance of well-designed early phase drug trials incorporating wide dose-ranging strategies. Despite potential limitations of in silico studies to fully account for clearance, ADA, and other clinicopathologic variables, predictions of the performance characteristics of extended-interval pembrolizumab have since been clinically validated in the preliminary results of the KEYNOTE-555 trial (69) .

As the indications for their use continue to expand, optimization of access to, use of, and patient-experience with ICIs will entail continued exploration of strategies that will permit their application at the lowest dose and longest intervals with maximal efficacy. For any given ICI, this remains yet to be determined. Modeling and simulation studies utilizing PPK models have the potential to answer these questions with nominal costs. Therapeutic drug monitoring of ICIs, while taking into account time-varying clearance of PD-1/PD-L1 inhibitors, is another strategy which has the potential to personalize dosing and result in cost-savings (63, 72) . Integration of biomarkers such as circulating tumor-free DNA, T-cell receptor expansion, and inflammatory/nutritional surrogates may help guide the optimal timing for switch from standard to extended-interval regimens. Finally, early incorporation of pharmacoeconomic analyses during the drug development phase may allow selection of the most cost-effective regimen.

Extended-interval dosing strategies have the potential to improve patient-reported outcomes by providing flexibility and convenience to both patients and their caregivers, while reducing hospital and infusion-related costs. This has acquired additional importance during the global COVID-19 pandemic. The availability of more flexible dosing regimens provides an evidence-based approach to minimize healthcare exposure to SARS-CoV-2 for this vulnerable population without compromising therapeutic efficacy. The clinical data supporting continued use of extended-interval strategies in routine settings is, however, still evolving. Outside unprecedented situations such as the COVID-19 pandemic, these will likely be the most attractive for patients with lung cancer who have already achieved disease control with ICIs. Individual patient level considerations, however, are warranted to balance the convenience of these extended-interval regimens with the appropriate interval of patient assessment for clinical progression and immune-related adverse events.

KS was responsible for manuscript design. The final article was critically reviewed and approved for publication by KS, DC, and DR. All authors contributed to the writing and editing process and collaborated on the manuscript.

This work was funded in part through National Institutes of Health (NIH)/National Cancer Institute (NCI) Grant No.

R37 CA218707 (to DC). The funders/sponsors had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

Immune checkpoint inhibitors in thoracic malignancies: review of the existing evidence by an IASLC expert panel and recommendations

An interactive web-based dashboard to track COVID-19 in real time

SARS-CoV-2 transmission in patients with cancer at a tertiary care hospital in Wuhan, China

Cancer patients in SARS-CoV-2 infection: a nationwide analysis in China

Clinical characteristics of COVID-19-infected cancer patients: a retrospective case study in three hospitals within Wuhan, China

COVID-19 and cancer: lessons from a pooled meta-analysis

Patients with cancer appear more vulnerable to SARS-COV-2: a multicenter study during the COVID-19 outbreak

Case fatality rate of cancer patients with COVID-19 in a New York Hospital System

Impact of PD-1 blockade on severity of COVID-19 in patients with lung cancers

Thoracic cancERs international coVid 19 cOLlaboraTion): First results of a global collaboration to address the impact of COVID-19 in patients with thoracic malignancies

Testing for COVID-19 in lung cancer patients

Controversies about COVID-19 and anticancer treatment with immune checkpoint inhibitors

A rapid fatal evolution of Coronavirus Disease-19 (COVID-19) in an advanced lung cancer patient with a long time response to nivolumab

Assessment of nivolumab exposure and clinical safety of 480 mg every 4 weeks flat-dosing schedule in patients with cancer

Alternative dosing regimens for atezolizumab: an example of modelinformed drug development in the postmarketing setting

Pharmacokinetic/pharmacodynamic relationship of therapeutic monoclonal antibodies used in oncology: part 2, immune checkpoint inhibitor antibodies

Clinical pharmacokinetics and pharmacodynamics of immune checkpoint inhibitors

Using model-based "Learn and Confirm" to reveal the pharmacokinetics-pharmacodynamics relationship of pembrolizumab in the KEYNOTE-001 trial

Phase I study of pembrolizumab (MK-3475; anti-PD-1 monoclonal antibody) in patients with advanced solid tumors

Model-based characterization of the pharmacokinetics of pembrolizumab: a humanized anti-PD-1 monoclonal antibody in advanced solid tumors

Safety, activity, and immune correlates of anti-PD-1 antibody in cancer

Modelbased population pharmacokinetic analysis of nivolumab in patients with solid tumors

Association of timevarying clearance of nivolumab with disease dynamics and its implications on exposure response analysis

Clinical Pharmacokinetics and Pharmacodynamics of Atezolizumab in Metastatic Urothelial Carcinoma

Population Pharmacokinetics of Durvalumab in Cancer Patients and Association With Longitudinal Biomarkers of Disease Status

Clinical activity, tolerability, and long-term follow-up of durvalumab in patients with advanced NSCLC

Model-based clinical pharmacology profiling of ipilimumab in patients with advanced melanoma

Phase I/II study of ipilimumab for patients with metastatic melanoma

Evaluation of the pharmacokinetics and metabolism of pembrolizumab in the treatment of melanoma

Nivolumab dose selection: challenges, opportunities, and lessons learned for cancer immunotherapy

Phase I study of single-agent anti-programmed death-1 (MDX-1106) in refractory solid tumors: safety, clinical activity, pharmacodynamics, and immunologic correlates

Predictive correlates of response to the anti-PD-L1 antibody MPDL3280A in cancer patients

MPDL3280A (anti-PD-L1) treatment leads to clinical activity in metastatic bladder cancer

Phase I dose-finding study of monotherapy with atezolizumab, an engineered immunoglobulin monoclonal antibody targeting PD-L1

A phase 1 study of MEDI4736, an anti-PD-L1 antibody, in patients with advanced solid tumors

Pharmacokinetics and pharmacodynamics of MEDI4736, a fully human anti-programmed death ligand 1 (PD-L1) monoclonal antibody, in patients with advanced solid tumors

Pharmacokinetic variability of therapeutic antibodies in humans: a comprehensive review of population pharmacokinetic modeling publications

A prospective cohort study on the pharmacokinetics of nivolumab in metastatic non-small cell lung cancer, melanoma, and renal cell cancer patients

Immunogenicity of pembrolizumab (pembro) in patients (pts) with advanced melanoma (MEL) and non-small cell lung cancer (NSCLC): pooled results from KEYNOTE-001, 002, 006, and 010

Evaluation of immunogenicity of nivolumab monotherapy and its clinical relevance in patients with metastatic solid tumors

Development of anti-drug antibodies is associated with shortened survival in patients with metastatic melanoma treated with ipilimumab

Population pharmacokinetic/pharmacodynamic modeling of tumor size dynamics in pembrolizumab-treated advanced melanoma

Pembrolizumab versus docetaxel for previously treated, PD-L1-positive, advanced non-small-cell lung cancer (KEYNOTE-010): a randomised controlled trial

Model-based analysis of the relationship between pembrolizumab (MK-3475) exposure and efficacy in patients with advanced or metastatic melanoma

Anti-programmed-death-receptor-1 treatment with pembrolizumab in ipilimumab-refractory advanced melanoma: a randomised dosecomparison cohort of a phase 1 trial

Pembrolizumab versus investigator-choice chemotherapy for ipilimumabrefractory melanoma (KEYNOTE-002): a randomised, controlled, phase 2 trial

Pembrolizumab exposure-response assessments challenged by association of cancer cachexia and catabolic clearance

Time dependent pharmacokinetics of pembrolizumab in patients with solid tumor and its correlation with best overall response

Nivolumab exposure-response analyses of efficacy and safety in previously treated squamous or nonsquamous non-small cell lung cancer

Is there an exposure-response relationship for nivolumab in real-world NSCLC patients? Cancers (Basel)

Exposure-response analysis of nivolumab in patients with previously treated or untreated advanced melanoma

Quantitative characterization of the exposure-response relationship for cancer immunotherapy: a case study of nivolumab in patients with advanced melanoma

Nivolumab for metastatic renal cell carcinoma: results of a randomized phase II trial

Correlation between nivolumab exposure and treatment outcomes in non-small-cell lung cancer

Exposureresponse relationships of the efficacy and safety of ipilimumab in patients with advanced melanoma

Ipilimumab monotherapy in patients with pretreated advanced melanoma: a randomised, double-blind, multicentre, phase 2, dose-ranging study

Ipilimumab 10 mg/kg versus ipilimumab 3 mg/kg in patients with unresectable or metastatic melanoma: a randomised, double-blind, multicentre, phase 3 trial

Model-informed drug development approach supporting approval of the 4-week (Q4W) dosing schedule for nivolumab (Opdivo) across multiple indications: a regulatory perspective

Guidance for Industry: Exposure-Response Relationships-Study Design, Data Analysis, and Regulatory Applications

Evaluation of dosing strategy for pembrolizumab for oncology indications

Assessment of nivolumab benefit-risk profile of a 240-mg flat dose relative to a 3-mg/kg dosing regimen in patients with advanced tumors

Preclinical pharmacokinetics, pharmacodynamics, tissue distribution, and tumor penetration of anti-PD-L1 monoclonal antibody, an immune checkpoint inhibitor

Alternative dosing regimens for atezolizumab: right dose, wrong frequency

Abstract CT101: A model-based exposure-response (E-R) assessment of a nivolumab (NIVO) 4-weekly (Q4W) dosing schedule across multiple tumor types

A sixweekly dosing schedule for pembrolizumab in patients with cancer based on evaluation using modelling and simulation

Phase IIIb/IV trial of nivolumab (nivo) 480 mg Q4W versus 240 mg Q2W after ≤ 12 months of nivo in previously treated advanced NSCLC

Evaluation of two dosing regimens for nivolumab in combination with ipilimumab in patients with advanced melanoma: results from the phase IIIb/IV CheckMate 511 trial

Nivolumab (NIVO) + ipilimumab (IPI) + 2 cycles of platinum-doublet chemotherapy (chemo) vs 4 cycles chemo as first-line (1L) treatment (tx) for stage IV/recurrent non-small cell lung cancer (NSCLC): CheckMate 9LA

CT042 -Pembrolizumab 400 mg Q6W dosing: First clinical outcomes data from Keynote-555 cohort B in metastatic melanoma patients

Durvalumab plus platinum-etoposide versus platinum-etoposide in first-line treatment of extensive-stage small-cell lung cancer (CASPIAN): a randomised, controlled, open-label, phase 3 trial

Nivolumab plus ipilimumab in advanced non-small-cell lung cancer

Time is money: optimizing the scheduling of nivolumab

Immune checkpoint inhibitor dosing: can we go lower without compromising clinical efficacy?

06 Alternative nivolumab (N) duration and scheduling in advanced non-small cell lung cancer (aNSCLC): real-life data

Low-dose nivolumab can be effective in non-small cell lung cancer: alternative option for financial toxicity

Association of extended dosing intervals or delays in pembrolizumab-based regimens with survival outcomes in advanced non-small cell lung cancer

How sustainable are new treatment strategies for NSCLC?

How much longer will we put up with $100,000 cancer drugs? Cell

Dose rationalization of pembrolizumab and nivolumab using pharmacokinetic modeling and simulation and cost analysis

A phamacoeconomic analysis of personalized dosing vs fixed dosing of pembrolizumab in firstline PD-L1-positive non-small cell lung cancer

Switch to anti-programmed cell death protein 1 (anti-PD-1) fixed-dose regimen: what is the economic impact?

Economics of alternative dosing strategies for pembrolizumab and nivolumab at a single academic cancer center

A modeling and simulation study of less frequent dosing of nivolumab 480 mg