Abstract
Purpose
Ipilimumab, a monoclonal antibody inhibiting CLTA-4, is an established treatment in metastatic melanoma, either alone or in combination with nivolumab, and results in immune mediated adverse events, including endocrinopathy. Hypophysitis is one of the most common endocrine abnormalities. An early recognition of hypophysitis may prevent life threatening consequences of hypopituitarism; therefore, biomarkers to predict which patients will develop hypophysitis would have clinical utility. Recent studies suggested that a decline in TSH may serve as an early marker of IH. This study was aimed at assessing the utility of thyroid function tests in predicting development of hypophysitis.
Methods
A retrospective cohort study was performed for all patients (n = 308) treated with ipilimumab either as a monotherapy or in combination with nivolumab for advanced melanoma at the Royal Marsden Hospital from 2010 to 2016. Thyroid function tests, other pituitary function tests and Pituitary MRIs were used to identify those with hypophysitis.
Results and conclusions
Ipilimumab-induced hypophysitis (IH) was diagnosed in 25 patients (8.15%). A decline in TSH was observed in hypophysitis cohort during the first three cycles but it did not reach statistical significance (P = 0.053). A significant fall in FT4 (P < 0.001), TSH index (P < 0.001) and standardised TSH index (P < 0.001) prior to cycles 3 and 4 in hypophysitis cohort was observed. TSH is not useful in predicting development of IH. FT4, TSH index and standardised TSH index may be valuable but a high index of clinical suspicion remains paramount in early detection of hypophysitis.
Electronic supplementary material
The online version of this article (10.1007/s40618-020-01297-3) contains supplementary material, which is available to authorized users.
Keywords: Hypophysitis, Melanoma, Ipilimumab, TSH index
Introduction
Advanced malignant melanoma had historically poor prognosis and a median survival of only 6 to 9 months before the availability of immunotherapy [1]. The introduction of immunotherapy using immune checkpoint inhibitors (ICPIs) and targeted therapy has shown remarkable improvement in progression-free and overall survival compared with chemotherapy. Ipilimumab is a humanized monoclonal antibody that acts as an inhibitor of cytotoxic T-lymphocyte-associated protein 4 (CTLA-4), which in turn leads to activation of T cells resulting in tumour cell death. Ipilimumab was the first drug in a randomised trial to show a survival benefit in patients with advanced melanoma [2]. A primary analysis of overall survival (OS) data from 12 ipilimumab phase II and phase III trials calculated a median OS of 11.4 months and 3-year survival rates of 22%.
Ipilimumab is licensed in melanoma either alone, or in combination with nivolumab, a fully human IgG4 monoclonal antibody that inhibits programmed cell death (PD-1) receptor. PD-1 receptors inhibit T cell activation by binding to ligands PD-L1 and PD-L2 which are expressed on antigen-presenting cells and 40–50% of melanomas [3]. Nivolumab increases T cell activation and subsequent anti-tumour activity. Combined administration with ipilimumab and nivolumab has demonstrated higher level of efficacy but is associated with increased toxicity [4, 5] and has now become standard of care.
Increasing use of ICPIs has led to a rise in a unique spectrum of side effects known as immune-related adverse events (irAEs), thought to be result of impaired self-tolerance from increased T cell activation [6], with the most common manifestations in dermatologic, gastrointestinal, hepatic and endocrine systems.
A systematic review and meta-analysis of 38 randomised controlled trials and 7551 patients estimated a 10 percent overall incidence of clinically significant endocrinopathies, in patients treated with ICPIs [7]. These include autoimmune thyroiditis, hypophysitis, adrenal insufficiency and immune mediated diabetes.
Ipilimumab induced hypophysitis (IH) is amongst the most commonly reported endocrine irAEs following ipilimumab treatment, with an incidence of 3.9–13.3% frequently resulting in deficiencies of multiple pituitary axes. The most common clinical presentation includes headache and fatigue, sometimes with pituitary enlargement [8, 9]. In animal models, inflammatory infiltrates of macrophages and lymphocytes were observed in focal areas of pituitary in response to anti-CTLA4 antibody injections [10]. Histological features in man have not been ascertained as patients have not required surgery. Diagnosis is, therefore, established by clinical presentation, biochemical evidence of pituitary hormone deficiencies, whilst pituitary enlargement with enhancement on MRI is sometimes observed. Early detection may prevent potentially life-threatening consequences of hypopituitarism, especially adrenal insufficiency. Diagnosis can be challenging due to the nonspecific nature of the symptoms, especially on a background of advanced malignancy, whilst MRI findings are not universal. Therefore, clinical and biochemical predictors of hypophysitis would be helpful in allowing prompt treatment with hormone replacement.
In advanced melanoma, the recommended dose of ipilimumab is 3 mg/kg administered intravenously; this continues every 3 weeks for a total of four doses. Each 3-week period constitutes a ‘treatment cycle’. The summary of product characteristics (SPC) of ipilimumab recommends evaluation of thyroid function tests (TFTs) before each treatment cycle. A decline in thyroid stimulating hormone (TSH) has been suggested as a possible predictive factor for the development of ipilimumab-induced hypophysitis [11]. De Sousa et al. in a recent study suggested that a fall in TSH ≥ 80% may be an early predictor of IH. However, this was a small study (only 9 patients) and the criteria for diagnosis of hypophysitis were not clear (for example one of the hypophysitis patients was already on corticosteroid treatment at diagnosis so could not have assessment of ACTH function) [12].
Jostel et al. proposed the TSH index (TSHI) ‘a Free T4 adjusted TSH’ as a possible predictor of secondary hypothyroidism, whilst the thyroid functions were still within the reference ranges. A second standardised form of TSHI was based on mean values (2.7) and standard deviations (0.676) of TSHI and was calculated as (TSHI—2.70)/0.676 [13]. This study assesses the utility of thyroid hormone levels including the TSH index and standardised TSH index to predict the development of IH.
Patients and methods
Subjects
The study identified all patients treated with ipilimumab therapy as either monotherapy or in combination with nivolumab for advanced melanoma at The Royal Marsden Hospital (London, United Kingdom) between 13-September-2010 and 31-December-2015 for monotherapy, and between 5-August-2013 and 13-January-2016 for combination therapy. 308 patients were identified, consisting of 277 ipilimumab monotherapy patients and 31 combination therapy patients. Patients were scheduled to receive a maximum of four doses of ipilimumab, once every 3 weeks. Patients enrolled in ongoing clinical trials at the time of analysis were excluded from the study.
Patient data for this study was retrospectively gathered from electronic medical records. Data was collected on patient characteristics, clinical presentation, radiological imaging, TFT results, and testing of other pituitary axes.
Biochemical testing
TSH, FT4 and FT3 were measured using an Abbott Architect method in all patients at baseline and at the start of each treatment cycle. In cases, where there were multiple undetectable TSH readings (< 0.03 mIU/l), the TSH reading with the lowest FT4 level was taken as the nadir TSH level. In calculation of TSH index (TSHI) and standardised TSHI, 2 patients with TSH falling to undetectable levels (< 0.03 mIU/l) were imputed as 0.03 mIU/l. Cortisol was measured with an Abbott Architect method.
Radiological investigation and pituitary axis testing
Pituitary MRIs were performed according to clinical indication such as a new onset headache. Patients with suspected hypophysitis also received pituitary axis testing according to clinical indication. The blood tests included luteinising hormone (LH), follicle-stimulating hormone (FSH), testosterone, ACTH, cortisol, insulin-like growth factor 1 (IGF-1), growth hormone and prolactin.
The diagnosis of hypophysitis was based on the presence of one or more of the following criteria (adapted from [14]:
Secondary hypothyroidism. Defined as a low free T4 level (< 9.1 pmol/l) with a normal or suppressed TSH level that did not normalise on further testing.
Secondary adrenal insufficiency. Defined as either A) a low random cortisol level of < 100 nmol/l with a non-elevated ACTH level in the absence of exogenous steroids, or B) a random cortisol of < 150 nmol/l with symptoms of adrenal insufficiency (fatigue, nausea, weight loss) in the presence of at least 1 other pituitary hormone deficiency or enlarged pituitary on MRI.
A MRI showing diffuse enlargement and/or abnormal enhancement of the pituitary gland which subsequently resolves.
Two definitions of secondary adrenal insufficiency were used as ACTH levels were not investigated in all patients due to the acute presentation in some. Although not used for diagnostic purposes, information on the gonadal axis and prolactin levels were also collected. Growth hormone axis was not formally assessed. The exact date at which hypophysitis developed can be difficult to determine as patients may not be immediately symptomatic. In this study, the date of hypophysitis was taken as either the date at which the patient first experienced a headache or the date of the first abnormal TSH result, whichever occurred first.
Patients with known primary hypothyroidism or on levothyroxine therapy prior to initiation of ipilimumab were excluded from the study. In addition patients who developed an elevated TSH during treatment, suggesting primary or sub-clinical hypothyroidism were also excluded from the analysis, although those who developed thyroid abnormalities after the 4 cycles of ipilimumab were administered were not excluded, as only thyroid hormone levels during treatment were analysed in this study.
Thyroid function result at each cycle of ipilimumab treatment were collected from the Royal Marsden EPR, and were compared between baseline and each cycle in those with and without hypophysitis, as well as between groups at each cycle.
TSH, free T4, percentage change in TSH from baseline, TSH Index, standardised TSH index prior to each cycle of ipilimumab treatment were evaluated to determine their ability to predict development of hypophysitis.
Statistical techniques
Descriptive statistics are presented as mean ± standard deviation or medians ± interquartile range. As not all results were normally distributed, values were compared with Kruskal–Wallis test with Dunn’s post-hoc analysis between groups. ROC analysis was used to delineate area under the curve, sensitivity and specificity of related values. Statistical significance was defined as p < 0.05. All analyses were conducted using GraphPad Prism version 5.01 for Windows (GraphPad Software, La Jolla California USA).
Results
Patient characteristics
The cohort consisted of 308 ipilumumab treated patients; 277 patients received ipilimumab alone and 31 received ipilimumab and nivolumab in combination. 25 patients (8.11%) were identified to have ipilimumab-induced hypophysitis.
The median age of the hypophysitis cohort was older at 65 (range 32 to 79) years compared to 58 (range 16 to 88) years for the no hypophysitis cohort but this did not reach significance (p = 0.053). There was no significant difference in gender ratios (p = 0.71) (12 M and 13 F). Median follow up (defined as time from first cycle of ipilimumab to last date of contact or death) was 223 days (IQR 112–419).
Patients who developed hypophysitis received a median of 3 (range 3–4) treatment cycles of ipilimumab, whilst patients who did not develop hypophysitis received a median of 4 (range 2–4) treatment cycles.
Clinical presentation
Of the 25 patents with hypophysitis, 22 patients experienced headaches, whilst 3 patients did not; the mean time from treatment initiation to onset of headache was 58.4 (± 24.4) days. Two patients had visual field defects unrelated to hypophysitis, one due to brain metastases and the other had a long-standing visual field defect, predating treatment. 21 patients reported fatigue and the mean time from treatment initiation to onset of fatigue was 65.8 (± 40.4) days.
Radiological findings
24 out of 25 patients with hypophysitis underwent pituitary MRIs; 12 had pituitary gland enlargement, whilst 12 had a normal pituitary gland. All three patients without a headache had normal MRIs. The median time from onset of headache to MRI was 1.5 days in those, where the pituitary was enlarged and 7 days, where it was normal, but this was not significant (p = 0.11).
Thyroid function tests
At baseline, 22 out of 25 patients with hypophysitis had normal thyroid function. One patient did not have baseline thyroid function test. Two patients had low TSH levels of 0.04 mIU/l and 0.43 mIU/l, respectively, with FT4 levels within reference range at baseline; one of whom later developed secondary hypothyroidism. 11 patients were noted to have a decline in TSH level below the reference range (1 patient before cycle 2, 7 patients before cycle 3, 3 patients before cycle 4). Out of these 11 patients, only 7 subsequently developed secondary hypothyroidism based on a free T4 below the reference range. Based on the study criteria, secondary hypothyroidism was diagnosed in 17 patients giving an incidence rate of 68.0%.
Of the controls, thyroid function was not available at baseline in 49 patients, whilst 17 patients developed a rise in TSH above the reference range suggestive of subclinical or primary hypothyroidism and were excluded from the analysis, leaving 217 controls in the thyroid function analysis. One patient in the hypophysitis group developed co-existing sub-clinical primary hypothyroidism after the treatment period, which was not an exclusion criterion.
Other pituitary axes
24 out of 25 patients developed secondary adrenal insufficiency. 7 out of 13 men had secondary hypogonadism (one was on finasteride and, therefore, was not evaluated), whilst 8 out of 12 women had either secondary hypogonadism or inappropriately low or normal gonadotrophin levels for a post-menopausal state (with LH more commonly involved than FSH). 12 patients had low prolactin levels, whilst 1 had elevated prolactin levels at the time of diagnosis. Only 4 patients had single axis affected, and in all cases this was secondary adrenal insufficiency. Clinical details of the patients are presented in Supplementary Table 1, and a summary of the findings leading to diagnosis of hypophysitis are shown in Fig. 1.
Thyroid function at each treatment cycle
Thyroid function was available at baseline in 24 patients in the hypophysitis group, and 217 controls. Prior to cycle 2, data was available for 19 and 168 patients and controls, respectively, and at cycle 3, this was 17 and 117 and at cycle 4, 10 and 86. This was because not all patients received all 4 cycles of treatment due to other irAEs or deaths. Mean values of TSH, Free T4, TSH Index, Standardised TSH index and percentage change in TSH from pre-cycle 1 levels were compared between normal and patients with hypophysitis at each cycle, and the diagnostic performance to detect hypophysitis determined at cycle 3 for each part of thyroid function. Thus the seven patients who were diagnosed with hypophysitis before the third cycle of ipilimumab were excluded from further analysis, so all remaining analysis is based on thyroid function tests at the third cycle of ipilimumab, prior to the diagnosis of hypophysitis. Patients included at each stage are summarised in Supplementary Fig. 1. Thyroid indices prior to each cycle are summarised in Table 1.
Table 1.
Cycle 1 | Cycle 2 | Cycle 3 | Cycle 4 | |||||
---|---|---|---|---|---|---|---|---|
Control | IH | Control | IH | Control | IH | Control | IH | |
TSH (mU/L) | 1.490 | 1.375 | 1.455 | 1.160 | 1.360 | 0.4800 | 1.445 | 0.3400 |
T4 (pmol/L) | 13.40 | 12.25 | 13.50 | 13.90 | 14.10 | 11.00*** | 13.85 | 10.70* |
TSH Index | 1.980 | 1.840 | 2.000 | 1.790 | 2.010 | 1.140*** | 2.015 | 0.6050* |
sTSH Index | − 1.070 | − 1.275 | − 1.035 | − 1.340 | − 1.020 | − 2.310*** | − 1.015 | − 3.100* |
% Change in TSH | − 5.850 | − 9.420 | − 6.830 | − 41.00 | − 4.840 | − 81.52 |
*P, 0.05 between controls and IH at that cycle
***P < 0.001
TSH
In patients who developed hypophysitis, although there was a trend of declining TSH levels over the first 3 cycles of treatment, there was considerable overlap in TSH levels between different cycles (Fig. 2a). The mean TSH in cycle 4 was higher than the mean TSH in cycle 3; however, this could be attributed to fewer numbers available for analysis. There was no significant difference in TSH between the hypophysitis cohort and controls at cycle 3 and 4.
ROC analysis of TSH for cycle 3 showed a cut off of 0.74 gave a sensitivity of 65% (CI 38 to 86%) with a specificity of 80% (72 to 86%), whilst a cutoff of 2.62 gave a sensitivity of 94% (71 to 99) but with a specificity of only 10% (5 to 17).
Area under the ROC (AUROC) was 0.732 (CI 0.5859–0.8782) (Fig. 3a).
Free T4
When comparing the IH and non-IH groups, a significant difference in Free T4 was observed prior to cycle 3 (11.35 pmol/l ± 2.602 vs 14.54 pmol/l ± 2.664, adjusted P < 0.001) and cycle 4 (10.76 pmol/l ± 2.326 vs 14.07 pmol/l ± 2.684, adjusted P = 0.05) (Fig. 2b).
ROC analysis of Free T4 for cycle 3 demonstrated that a T4 of 12.35 pmol/l gave a sensitivity of 70% (44 to 90) with a specificity of 80% (72 to 87) and a T4 of 15.35 pmol/l gave sensitivity of 94% (71 to 99) but with a specificity of 32% (23 to 41) AUROC was 0.837 at cycle 3 (CI 0.713–0.961) (Fig. 3b).
TSH index and standardised TSH index
Comparing the TSH index (TSHI) and standardised TSH index (sTSHI) between IH and non-IH groups demonstrated a highly significant difference. At cycle 3 the mean TSH Index was 1.124 in those with hypophysitis and 1.99 in those without (p < 0.001), whilst at cycle 4 the mean was 0.952 in those with hypophysitis and 1.95 in those without (p < 0.05) (Fig. 2c). ROC analysis at Cycle 3 showed a value of 1.675 gave a sensitivity of 76% (50 to 93) with a specificity of 81% (73 to 88), whilst a level of 2.125 gave a sensitivity of 94% (71 to 99) with s specificity of 37% (28 to 46) The area under the curve was 0.843 (0.730 to 0.956) (Fig. 3c).
The mean sTSH Index at cycle 3 was − 2.332 in those with hypophysitis and 1.049 in those without (p < 0.001), whilst at cycle 4 it was − 2.585 in those with hypophysitis and − 1.109 in those without (p < 0.05) (Fig. 2d).
sTSHI has similar predictive value on ROC analysis at cycle 3. A value of − 1.515 gave sensitivity of 76% (50 to 93) with specificity of 81% (73 to 88) and − 0.85 gave a sensitivity of 94% (71 to 99) with a specificity of 37% (28 to 46). Area under the curve was 0.842 (0.729 to 0.956). (Fig. 3d).
Percentage change in TSH
There was no significant difference in the percentage change in TSH from baseline in either group at cycle 2 through 4. (Fig. 2e).
A percentage fall of TSH of 39% gave a sensitivity of 53% (27 to 79) at a specificity of 80% (71 to 87) and a fall of 34% gave a sensitivity of 100% (78 to 100) but with specificity of only 18% (11 to 27). Previous reports have suggested a fall of 80% of TSH to be a useful discriminator to diagnose hypophysitis. In our study this had a sensitivity of only 27% (8 to 55) albeit with a specificity of 93% (86 to 97). Area under the curve for % change in TSH was only 0.667 (0.513 to 0.822) (data not shown).
Discussion
This study has examined a single centre cohort of patients treated with ipilimumab as monotherapy or in combination with Nivolumab for advanced melanoma, defining all those with hypophysitis through rigorous diagnostic criteria.
In this study, the incidence of hypophysitis in the ipilimumab-treated cohort was 8.1%. This was in line with the literature which reports an incidence of 3.9–13.3% for ipilmumab monotherapy and 7.7–15.2% for combination therapy.
Gender was not a risk factor for developing IH in this study. Although the incidence of hypophysitis was greater in females (10.2%) compared to males (8.2%), this did not reach statistical significance. In contrast, other studies have found that IH is more frequent in males than females [11, 15]. As the size of the hypophysitis cohort in our study is comparable to that of the other two studies, the reason for the discrepancy in incidence between genders is uncertain. The hypophysitis cohort had an older median age of 62 years compared to 56 years for the no hypophysitis cohort, but again this did not reach significance. Faje et al. found older age to be a risk factor for developing IH [11].
The median number of treatment cycles received in the hypophysitis cohort and the no hypophysitis cohort was similar. This likely reflects current clinical practice to continue ipilimumab treatment despite the development of hypophysitis when possible as hypopituitarism resulting from hypophysitis was likely to be irreversible [16].
The majority of patients who developed IH experienced a headache (88.9%). Headache in hypophysitis is likely caused by the expanding pituitary mass distending the dura mater and compressing the sellae [17]. 12 of 24 patients who experienced a headache were found to have an enlarged pituitary gland on MRI. All three patients without headache had a normal pituitary gland on MRI. The time from onset of headache to MRI did not influence the pituitary gland findings on MRI. This study did not determine the incidence of headache in the no hypophysitis cohort for comparison so we cannot comment on the discriminatory value of this symptom. We did not include headache as part of the diagnostic criteria for hypophysitis, in part to ensure the diagnostic criteria were robust. However, it would seem clinically appropriate to evaluate any patient receiving immunotherapy with a headache carefully for the presence of endocrine abnormalities.
No ipilimumab-related visual field defects were recorded which is in line with the literature [11]. Visual abnormalities are rarer in IH compared to autoimmune hypophysitis as the degree of pituitary gland enlargement is usually milder [18].
In terms of endocrine dysfunction, again this is broadly in line with the literature with ACTH deficiency being the most common, followed by thyroid then gonadal deficiency. We identified both high and low prolactin levels at the time of presentation, we hypothesise that elevated prolactin may result from pituitary enlargement and stalk compression. However, neither occurred frequently enough to be reliable to detect hypophysitis.
As recommended in ipilimumab SPC, thyroid functions are usually tested prior to each treatment cycle, and therefore, often, the first endocrine abnormality detected. In a recent study, a fall in TSH > 80% has been suggested as possible early marker of IH but despite being specific at 100%, it was reported to have sensitivity of just 55% [12]. This was not demonstrated in our study, where the declining trend in TSH and % change in TSH prior to cycles 2–4 from TSH before cycle 1 was not statistically significant and there was a large degree of overlap between treatment cycles. ROC analysis demonstrated a specificity of just 10% when TSH cut off below 2.62 mIU/l was used to achieve a sensitivity of 94%. Percentage change in TSH was similarly not useful. The different conclusions could be due to the larger cohort of hypophysitis patients in our study, a more robust case definition for hypophysitis, and differing numbers of patients with secondary hypothyroidism.
On the contrary, a fall in free T4 before treatment cycles 3 and 4 proved to be better in predicting subsequent development of hypophysitis. However, on ROC analysis, the sensitivity was low so it is unclear how useful it would be in clinical practice.
TSH index and standardised TSH indexes have been proposed as a more accurate indicator of secondary hypothyroidism. A significant difference in TSHI and sTSHI between hypophysitis and non hypophysitis cohorts was observed prior to cycles 3 and 4. sTSHI > − 1.06 at cycle 3 had a sensitivity of 83.33% but specificity of 52.8% only (AUC 0.803). We did not analyse the diagnostic performance of these tests at cycle 4 due to the small number of patients.
Secondary adrenal insufficiency was the most common endocrine abnormality detected, and this is also likely to be the most clinically significant. We have not evaluated the value in monitoring cortisol levels to predict hypophysitis, but the diurnal pattern and variability between individuals is likely to make this of limited use.
This study was carried out at a single institution, limiting variance in diagnosis and management. The size of the ipilimumab-treated cohort was also comparable to other studies addressing IH [11, 15]. However, as only thyroid function tests were measured prospectively in all patients, the diagnosis of hypophysitis may have relied on a change in thyroid function or clinical suspicion to prompt a more detailed endocrine and imaging workup, meaning it is possible that mild pituitary enlargement or dysfunction was missed. Notably only 1 patient had secondary hypothyroidism as their sole diagnostic criteria, and they also had post menopausal LH deficiency, suggesting the diagnosis of hypophysitis was robust. It is also important to consider the potential confounding effect of a sick euthyroid status, mild thyroiditis induced by the immunotherpay resulting in low TSH but normal T4 [19], and glucocorticoids supressing TSH [20]. However, these would all have been expected to reduce differences between the groups and, therefore, are unlikely to affect the conclusions.
Although this study focused on ipilimumab, either alone or in combination, the PD-1 inhibitors such as nivolumab or pembrolizumab are also reported to cause pituitary dysfunction, but mostly isolated ACTH deficiency [21]. This can still result in life threatening cortisol deficiency, but thyroid abnormalities when seen are usually the result of primary hyper or hypothyroidism, rather than secondary hypothyroidism. Therefore, changes in thyroid function would not be expected to predict the onset of ACTH deficiency with these drugs. However, it is noteworthy that the combination of ipilimumab and nivolumab is now also licensed for the treatment of renal cancer, and hence the numbers of patients at risk of hypophysitis is likely to increase [22].
In conclusion, TSH is not useful in predicting evolving hypophysitis, and therefore, frequent monitoring is not recommended to screen for IH. Free T4, TSH index and standardised TSH index may be valuable but with limited sensitivity and specificity. Therefore, a high index of clinical suspicion remains paramount in early detection of hypophysitis. Further studies are warranted to identify better markers of incipient hypophysitis, to avoid patients presenting with the consequences of hypopituitarism.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Acknowledgements
The authors would like to acknowledge the significant influence of the late Professor Martin Gore to this study.
Funding
This research did not receive any specific grant from any funding agency in the public, commercial or not-for-profit sector.
Compliance with ethical standards
Conflict of interests
MS, LZ, LS and VG have no interests to declare. DLM has received speaker and advisory fees from BMS, MSD and Roche. JL has received Institutional research support from BMS, MSD, Novartis, Pfizer, Achilles Therapeutics, Roche, Nektar Therapeutics, Covance, Immunocore, Pharmacyclics, Aveo and Consultancy from Achilles, AZ, Boston Biomedical, BMS, Eisai, EUSA Pharma, GSK, Ipsen, Imugene, Incyte, iOnctura, Kymab, Merck Serono, MSD, Nektar, Novartis, Pierre Fabre, Pfizer, Roche/Genentech, Secarna, Vitaccess and support from NIHR RM/ICR Biomedical Research Centre for cancer. ST is funded by Cancer Research UK (grant reference number C50947/A18176), the National Institute for Health Research (NIHR) Biomedical Research Centre at the Royal Marsden Hospital and Institute of Cancer Research (grant reference number A109), the Kidney and Melanoma Cancer Fund of The Royal Marsden Cancer Charity, The Rosetrees Trust (grant reference number A2204), and Ventana Medical Systems Inc (Grant reference numbers 10467 and 10530). ST has received speaking fees from Roche and Astra Zeneca. ST has the following patents filed: Indel mutations as a therapeutic target and predictive biomarker PCTGB2018/051892 and PCTGB2018/051893 and Clear Cell Renal Cell Carcinoma Biomarkers P113326GB.
Ethical approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.
Informed consent
As all data was obtained as part of routine clinical care and collected retrospectively in an anonymised fashion consent was not required.
Footnotes
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