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Journal of Clinical Oncology logoLink to Journal of Clinical Oncology
. 2022 Jun 16;40(32):3741–3749. doi: 10.1200/JCO.22.00202

Prognosis of Patients With Primary Melanoma Stage I and II According to American Joint Committee on Cancer Version 8 Validated in Two Independent Cohorts: Implications for Adjuvant Treatment

Claus Garbe 1,, Ulrike Keim 1, Teresa Amaral 1, Carola Berking 2, Thomas K Eigentler 3, Lukas Flatz 1, Anja Gesierich 4, Ulrike Leiter 1, Rudolf Stadler 5, Cord Sunderkötter 6, Thomas Tüting 7, Jochen Utikal 8,9, Uwe Wollina 10, Lisa Zimmer 11,12, Christos C Zouboulis 13, Paolo A Ascierto 14, Alexander MM Eggermont 15,16,17, Jean-Jacques Grob 18, Axel Hauschild 19, Lidija Kandolf Sekulovic 20, Georgina V Long 21,22, Jason J Luke 23, Olivier Michielin 24, Ketty Peris 25,26, Dirk Schadendorf 11,12, John M Kirkwood 27, Paul C Lorigan 28, on behalf of the Central Malignant Melanoma Registry (CMMR)
PMCID: PMC9649277  PMID: 35709414

PURPOSE

The first randomized trial of adjuvant treatment with checkpoint inhibitor in stage II melanoma reported a significant reduction in risk of tumor recurrence. This study evaluates two independent data sets to further document survival probabilities for patients with primary stage I and II melanoma.

PATIENTS AND METHODS

The Central Malignant Melanoma Registry (CMMR) in Germany evaluated 17,544 patients with a primary diagnosis of stage I and II melanoma from 2000 to 2015. The exploratory cohort consisted of 6,725 patients from the Center for Dermato-Oncology at the University of Tübingen, and the confirmatory cohort consisted of 10,819 patients from 11 other German centers. Survival outcomes were compared with published American Joint Committee on Cancer version 8 (AJCCv8) stage I and II survival data.

RESULTS

For the two CMMR cohorts in stage IA compared with the AJCCv8 cohort, melanoma-specific survival rates at 10 years were 95.1%-95.6% versus 98%; 89.7%-90.9% versus 94% in stage IB; 80.7%-83.1% versus 88% in stage IIA; 72.0%-79.9% versus 82% in stage IIB; and 57.6%-64.7% versus 75% in stage IIC, respectively. Recurrence rates were approximately twice as high as melanoma-specific mortality rates in stages IA-IIA.

CONCLUSION

The melanoma-specific survival rates in the two CMMR cohorts across stages I and II are less favorable than published in AJCCv8. This has important implications for the consideration of adjuvant treatment in this population.

INTRODUCTION

In Western White populations, the incidence of cutaneous melanoma has been steadily increasing for decades, from approximately one case per 100,000 inhabitants/year in the 1950s to 30-50 cases today.1 Ninety percent to 95% of this increase is due to UV exposure.2 In recent decades, thin melanomas with tumor thickness up to 1 mm have been detected with increasing frequency at initial diagnosis.3,4 In Western European countries and the United States, 60%-70% of all newly diagnosed melanomas now have a tumor thickness ≤ 1 mm.5,6 There is no tumor thickness threshold at which metastasis cannot occur. Since the proportion of thin melanomas is very large, more patients die today from T1 tumors than from T4 tumors in absolute numbers.7,8

CONTEXT

  • Key Objective

  • To reassess whether the prognosis of patients with stage I and II melanoma, particularly IB and IIA, are really as favorable as reported in the American Joint Committee on Cancer classification version 8 (AJCCv8)?

  • Knowledge Generated

  • In two independent cohorts of patients with stage I and II disease in the German Central Malignant Melanoma Registry, we found significantly less favorable survival probabilities than those published in the AJCCv8 classification. Melanoma-specific 10-year survival rates were 89.7%-90.9% in stage IB, instead of 94% according to AJCCv8, and 80.7%-83.1% in stage IIA, instead of 88% according to AJCCv8. Similar differences were found for the other substages.

  • Relevance

  • The difference shown here should be considered in clinical decision making such as the indication for adjuvant therapy and in the design of clinical trials.

Systemic therapies with targeted BRAF and MEK inhibitors and with immune checkpoint inhibitors have significantly improved the treatment of melanoma. These drugs were initially used in the treatment of patients with distant metastatic or unresectable regional melanoma (stages III-IV) leading to 5-year survival rates between 30% and 50%. In adjuvant therapy, these new drugs have now been approved for resectable stage III melanoma.9 In the three landmark stage III trials, adjuvant therapy with nivolumab or pembrolizumab, and in BRAF-mutant melanomas with the combination of dabrafenib plus trametinib, showed a reduction in the hazard ratio (HR) for recurrence to approximately 0.5 to approximately 0.6 in comparison to placebo in all trials.10-12 Currently, large prospective randomized trials are underway testing adjuvant therapy for stage IIB and IIC melanoma, and in the first adjuvant trial of pembrolizumab versus placebo recently reported, the HR for recurrence was 0.65 after 12 months and 0.61 after 18 months of follow-up, and this agent received US Food and Drug Administration (FDA) approval in December 2021.13,14

The TNM classification of solid tumors published by the American Joint Committee of Cancer (AJCC) and the Union for International Cancer Control is an essential tool for decision making and discussion with patients; currently, the AJCC version 8 (AJCCv8) classification is used around the world.15 Primary melanomas are classified into four substages T1-T4 on the basis of tumor thickness and substaged on the presence of ulceration. On the basis of tumor thickness and ulceration, primary melanomas without nodal metastases are classified into five substages IA/B and IIA/B/C.

In the 2017 AJCCv8 classification publication, melanoma-specific survival (MSS) probabilities for stages IA-IIC were presented on the basis of a multicenter database from 10 international centers with more than 46,000 cases, designated as the International Melanoma Database and Discovery Platform (IMDDP).15 Evaluation of three independent stage III melanoma cohorts revealed significantly less favorable survival rates than presented in the AJCCv8 publication,16 and similar results were reported for a stage III melanoma patient cohort from Germany.17,18

To determine the prognosis of primary melanomas in stages I and II, data from the Central Malignant Melanoma Registry (CMMR) in Germany were evaluated in this study, which were not part of the AJCC multicenter database. Patients were included with first diagnosis from 2000 to 2015 and melanoma stages IA-IIC. Melanoma patients with stages IB-IIC were only eligible if they had undergone a sentinel lymph node biopsy (SLNB). Two independent cohorts were evaluated. First, an exploratory data set was derived from the Center for Dermato-Oncology at the University Hospital Tübingen with more than 6,000 patients; subsequently, a confirmatory data set with more than 10,000 patients originating from 11 selected German university hospitals that had documented follow-up for more than 90% of patients. For these two cohorts, not only MSS but also recurrence-free survival (RFS) and overall survival (OS) were assessed. The survival probabilities were compared with MSS data from the AJCCv8 publication. In addition, the number needed to treat (NNT) to prevent a recurrence was modeled separately for each substage to provide a basis for discussion on adjuvant treatment.

PATIENTS AND METHODS

Exploratory and Confirmatory Cohort

Between January 2000 and December 2015, 79,425 patients with melanoma were documented in the CMMR. Seventeen thousand five hundred forty-four patients with invasive cutaneous melanoma with stage IA-IIC (according to AJCCv8) at primary diagnosis were included in the present analysis. Six thousand seven hundred twenty-five patients were sourced from the CMMR database of Tübingen, which served as an exploratory cohort. The remaining sample of 10,819 patients derived from 11 selected German dermato-oncology centers documented into the CMMR were used as a confirmatory cohort.

Outcomes

The outcomes of interest were MSS, OS, and RFS. Survival was defined as the time between date of diagnosis of the primary melanoma and the date of first recurrence (RFS), date of death from melanoma (MSS), or date of death from any cause (OS); the follow-up of patients still alive was censored at the last date known to be alive.

Statistical Analyses

The Kaplan-Meier method was used to estimate MSS, OS, and RFS. Differences between the substages were assessed by means of the log-rank test. Estimated survival rates were expressed as percentages with 95% CIs. Cumulative incidences of death resulting from melanoma and from other causes were estimated using competing risk methods.

To discuss the indication for adjuvant therapies, we calculated the NNT to prevent a recurrence. On the basis of HRs published in adjuvant therapy trials in patients with stage III and stage II melanoma, we derived absolute risk reduction estimates. The absolute risk reduction is the product of the event rate and 1 – HR. The NNTs were then calculated according to the following formula:

ARR=ER×(1HR),
NNT=1/ARR.

All statistical tests were two-sided, with a P value < .05 considered statistically significant. Statistical calculations were performed with IBM SPSS Statistics Version 27.0 (IBM SPSS, Chicago, IL) and STATA Version 15 statistical software (StataCorp LLC, College Station, TX).

RESULTS

Patient Characteristics

The clinical and histopathologic characteristics are summarized in Table 1. Two independent cohorts of the CMMR database are the exploratory cohort with 6,725 patients and the confirmatory cohort of 10,819 patients. Median patient age at diagnosis was 57 years (interquartile range [IQR], 45.0-68.0 years) for the exploratory cohort and 59 years (IQR, 45.0-69.0 years) for the confirmatory cohort. Median tumor thickness was 0.75 mm and 0.7 mm, 11.7% and 9.3% of the melanomas were ulcerated, and 20% and 16.5% of the patients were classified into tumor stage II.

TABLE 1.

Clinical and Histopathologic Characteristics of the CMMR Exploratory and Confirmatory Cohorts of Patients With Stage I and II Melanoma

graphic file with name jco-40-3741-g001.jpg

At a median follow-up of 72 months (IQR, 44.0-112.0 months), 703 (10.5%) patients in the exploratory cohort had died, 467 (66.4%) of those due to melanoma and 236 (33.6%) of other causes. Recurrences occurred in 930 (13.8%) patients. In the confirmatory cohort, median follow-up was 37 months (IQR, 17.0-63.0 months) and 677 (6.3%) patients had died. Three hundred deaths (44.3%) were melanoma-specific and 377 (55.7%) due to other causes. Recurrences were noted in 930 (8.6%) patients.

Survival Analysis

We compared the MSS rates for both cohorts with data from the IMDDP analysis (Table 2). Overall, the stage-specific MSS probabilities calculated for the CMMR cohorts were less favorable than those of the IMDDP cohort.

TABLE 2.

Estimated MSS Rates at 5 and 10 Years in the IMDDP Cohort, the CMMR Exploratory Cohort, and the CMMR Confirmatory Cohort for Patients With Stage I and II Melanoma According to the American Joint Committee on Cancer Version 8 Subgroups

graphic file with name jco-40-3741-g002.jpg

In the IMDDP cohort, the 5- and 10-year stage-specific MSS were 99% and 98% in stage IA, and 97% and 94% in stage IB (Table 2). The 5- and 10-year stage-specific MSS rates for the exploratory cohort were 98.4% and 95.1% in stage IA, and 96% and 90.9% in stage IB. Corresponding 5- and 10-year MSS in the confirmatory cohort were 98.5% and 95.6% in stage IA, and 96.1% and 89.7% in stage IB (Table 2 and Figs 1A and 1B). For both cohorts, the 10-year cumulative incidence of death caused by melanoma was about 10% (8.9%-10%) in stage IB and is therefore almost twice as high as in the IMDDP collective (6%; Appendix Table A1, online only).

FIG 1.

FIG 1.

Survival rates and patient number at risk for stage I and II melanoma, according to American Joint Committee on Cancer version 8: (A) MSS, CMMR exploratory cohort; (B) MSS, CMMR confirmatory cohort; (C) OS, exploratory cohort; (D) OS, confirmatory cohort; (E) RFS, exploratory cohort; and (F) RFS, confirmatory cohort. CMMR, Central Malignant Melanoma Registry; MSS, melanoma-specific survival; OS, overall survival; RFS, recurrence-free survival.

Even larger divergence between the IMDDP cohort and the CMMR cohorts became visible in patients with stage II melanoma. In the IMDDP cohort, the 5- and 10-year stage-specific MSS were 94% and 88% in stage IIA, 87% and 82% in stage IIB, and 82% and 75% in stage IIC, respectively (Table 2). The 5- and 10-year stage-specific MSS rates in the CMMR cohorts were systematically lower. For the exploratory cohort, the 5- and 10-year stage-specific MSS rates were 88.7% and 80.7% in stage IIA, 82.8% and 72% in stage IIB, and 70% and 57.6% in stage IIC, respectively. In the confirmatory cohort, corresponding 5- and 10-year stage-specific MSS rates were 92.6% and 83.1% in stage IIA, 86.5% and 79.9% in stage IIB, and 76.6% and 64.7% in stage IIC, respectively (Table 2, Figs 1A and 1B).

There are no data available for the OS and RFS rates from the IMDDP collective. The OS data from both CMMR cohorts are presented in Table 3 and shown in Figures 1C and 1D. OS survival rates are slightly less favorable than MSS survival rates.

TABLE 3.

OS Rates at 5 and 10 Years in the CMMR Exploratory Cohort and the CMMR Confirmatory Cohort for Patients With Stage I and II Melanoma According to the American Joint Committee on Cancer Version 8 Subgroups

graphic file with name jco-40-3741-g004.jpg

The unfavorable prognosis for stage I and II patients with respect to the survival probability is even more evident in the RFS rates. In the exploratory cohort, the 10-year RFS was 90.7% for stage IA, 80.3% for stage IB, 64.1% for stage IIA, 55.8% for stage IIB, and 33.3% for stage IIC. Corresponding rates in the confirmatory cohort were 88.3% for stage IA, 78.6% for stage IB, 62% for stage IIA, 55.5% for stage IIB, and 49.3% for stage IIC (Table 4, Figs 1E and 1F).

TABLE 4.

RFS Rates at 5 and 10 Years in the CMMR Exploratory Cohort and the CMMR Confirmatory Cohort for Patients With Stage I and II Melanoma According to the American Joint Committee on Cancer Version 8 Subgroups

graphic file with name jco-40-3741-g005.jpg

DISCUSSION

Using two independent cohorts, the present analysis of survival probabilities for patients with primary melanoma shows that MSS is significantly less favorable than presented for the IMDDP AJCCv8 cohort as illustrated in Figure 2. This finding is particularly relevant to discussions and decision making with patients in stages IA, IB, and IIA regarding surveillance imaging and consideration for future adjuvant trial interventions.

FIG 2.

FIG 2.

The MSS of patients with primary melanoma staged according to the AJCC classification version 8 was substantially lower in the CMMR in Germany compared with the IMDDP published with the AJCC classification version 8. Patients with stage IB and above are sentinel lymph node biopsy staged. Curves were generated using an interactive digitizing software program (DigitizeIt19) on the basis of the originals. (A) Patients in the exploratory cohort of the CMMR with first diagnosis in 2000-2015 (n = 6,725). (B) Patients in the IMDDP diagnosed since 1998 (n = 15,691). AJCC, American Joint Committee on Cancer; CMMR, Central Malignant Melanoma Registry; IMDDP, International Melanoma Database and Discovery Platform; MSS, melanoma-specific survival.

The probability of dying from melanoma within 10 years is 2% in the IMDDP cohort versus 4%-5% in the CMMR cohorts for patients in stage IA, 6% in the IMDDP cohort versus 9%-10% in the CMMR cohorts for stage IB, and 12% in the IMDDP cohort versus 17%-19% in the CMMR cohorts for stage IIA.

In this context, the comparison of survival probabilities for primary melanomas in the AJCCv7 and AJCCv8 publications is particularly interesting.15,20 The classifications differ only marginally for stages I-II from the AJCCv7 classification, where a mitotic rate of 1 per mm2 or higher led to upstaging from IA to IB; in the AJCCv8 classification, this criterion for upstaging was omitted. The probability of dying from melanoma for stage IA within 10 years is 2% in the AJCCv8 cohort versus 8% in the AJCCv7 cohort, for stage IB 6% in the AJCCv8 cohort versus 20% in the AJCCv7 cohort, and for stage IIA 12% in the AJCCv8 cohort versus 28% in the AJCCv7 cohort. These differences are again much larger than those between the IMDDP cohort and the CMMR cohorts.

One possible reason for the differences in survival between AJCCv7 and AJCCv8 may be the introduction of SLNB, which was not yet fully established for the AJCCv7 cohort. However, this does not explain the large difference in stage IA, where SLNB would not have been performed. Overall, the differences in survival are probably less because of the composition of the cohorts in terms of prognostic factors than by differences in recording. Here, the median duration of follow-up plays a role that may be responsible for explaining the differences between the two CMMR cohorts (exploratory cohort 72 months v confirmatory cohort 37 months, not published for IMDDP). Furthermore, the recording of deaths from melanoma plays a role, and in this context, how unclear causes of death were handled. Here, some control can be achieved by comparing MSS with OS (not published for IMDDP), which should not differ too much. A larger discrepancy could be due to under-reporting of deaths from melanoma and may be recognized by the comparison to OS. Differences in center size/configuration may contribute to differences in the two data sets. Large expert centers often treat patients with high risk and less favorable prognosis. However, all CMMR and IMDDP centers are among the large expert centers.

Others have also reported lower stage II MSS probabilities than for the IMDDP cohort in the AJCCv8 publication. In a German cohort, 10-year MSS probabilities were found to be 64% in stage IIA (IMDDP: 88%), 51% in stage IIB (IMDDP: 82%), and 30% in stage IIC (IMDDP: 75%).17 In a stage II cohort from the University of Utah Huntsman Cancer Institute, 10-year MSS probabilities were 80% in stage IIA, 70% in stage IIB, and 60% in stage IIC, also considerably lower than IMDDP survival rates.21

Considering the large differences in prognosis in stage I and II in AJCCv7 and AJCCv8 classifications with very favorable prognosis in AJCCv8 classification, CMMR data also indicate less favorable survival probabilities and should be used for surveillance strategy and adjuvant clinical trial planning.

A substantial number of recurrences and melanoma-related deaths occur more than 5 years after initial surgery. In stage I patients, the risk of melanoma death is almost equally distributed in the first and second 5-year periods, whereas in stage II patients, significantly more die in the first 5-year period, but still a significant proportion die in the second 5-year period (Appendix Fig A1A, online only). These late recurrences and deaths should be considered in planning follow-up and surveillance strategies for patients with stage I and II melanoma. The hazard of dying from other causes than melanoma is equally manifest in stages I and II (Appendix Fig A1B).

An accurate estimation of MSS and RFS is important in discussing prognosis with patients, but critically, also in considering the risk-to-benefit ratio of adjuvant therapy in early-stage melanoma. In the Keynote-716 study (KN716), 17% of patients in the placebo arm experienced recurrences during the first year of follow-up. For the cohorts studied here, the recurrence rates in stages IIB and IIC were, respectively, 11% and 26% in the exploratory cohort and 10% and 20% in the confirmatory cohort, that is, in the same range as in the placebo arm of KN716. Half the RFS events in KN716 were local recurrences, and these can be treated surgically and then given adjuvant therapy; so, the link between RFS and OS is even less certain.

The European Society for Medical Oncology formulated in an expert meeting under the auspices of the European Society for Medical Oncology Guidelines Committee: an absolute survival benefit of 5% at 5 years would be considered strong evidence to recommend adjuvant therapy in stage III melanoma.22 Additionally, as half of all patients with primary melanoma are diagnosed under the age 60 years, the question of whether it would not be better to use the 10-year survival benefit arises, particularly for stage I melanoma.

For treatment decisions, RFS should be considered, as time without disease is highly valued by patients. RFS is accepted as a primary end point for adjuvant trials by regulatory agencies (FDA in the United States and in Europe the European Medicines Agency). RFS data are not available for the IMDDP cohort but were calculated in this study. The 10-year RFS in the CMMR cohorts was 88%-91% in stage IA, 79%-80% in stage IB, 62%-64% in stage IIA, 56% in stage IIB, and 33%-49% in stage IIC. In stages IA-IIA, almost twice as many recurrences occur as melanoma-specific deaths.

When considering who should be considered for adjuvant treatment, it is useful to know the NNT to avoid recurrence (Appendix Table A2, online only). For adjuvant interferon-alpha, the NNT was 13:1 for relapse-free survival (10-year survival rate, 30%; HR, 0.89).23 Patient preference surveys showed that the majority of patients were willing to accept moderate toxicity lasting 1 year for a 5-year benefit in RFS of 4%. RFS ranks highly among patients.24,25

The NNT for stage IB and IIA can be modeled for the new adjuvant therapies if the previously observed HRs of 0.5 for stage III and 0.61 in stage IIB/C are taken as a basis. With a HR of 0.5-0.61, in stage IB, 10-13 patients would need to be treated to avoid one recurrence, and in stage IIA, 5-7 patients. These data suggest that stage IB and IIA should also be considered for adjuvant therapy clinical trials. Stages IIB/C account for 7.8%-9.1% of all primary melanomas in the two independent cohorts of CMMR, with a 10-year recurrence rate of 44%-67%. Stages IB/IIA make up a much larger proportion of patients with melanoma, accounting for 23%-27.7% of all primary melanomas, and with a 10-year recurrence rate of 20%-37%.

When considering adjuvant therapy, the potential toxicity of the treatment must also be considered, particularly if the risk of recurrence and mortality is relatively low. Within the pivotal European Organisation for Research and Treatment of Cancer 1325/Keynote 054 study, treatment-related toxicity of all grades was recorded in 77%-99% of patients, with grade 3 and 4 (G3/4) toxicities observed in approximately 15% of patients.26 Lifelong substitution treatment may be needed in case of endocrine toxicities—hypothyroidism (0.8%-14.3%), hypophysitis (1.5%-2.2%), and type I diabetes (1.0%)—and these can potentially affect fertility and life expectancy. The rate and the type of toxicity do not differ between patients treated with adjuvant pembrolizumab in stage II and stage III.10,14

Emerging prognostic biomarkers may improve individual risk prediction in the near future. Gene expression profiling (GEP) involves analyzing the genetic features of a tumor at the transcriptional level.27 The development and adoption of GEP assays for melanoma treatment is likely to improve the stratification of patients according to the risk of recurrence. Currently, there are a number of different GEP assays in development, although these are not validated as standard of care.28

A limitation of this study is that it deals with historical cohorts, a good part of which could not benefit from the new therapeutic options of targeted therapy or immune checkpoint inhibitor therapy at the onset of distant metastasis. Therefore, the survival prognosis of currently diagnosed patients might be better. Another limitation may be that selection bias cannot be reliably excluded for the cohorts studied. In the exploratory cohort, 66% of deaths were attributable to melanoma, whereas in the confirmatory cohort, only 44% were. A possible reason for this could be that in the region of Tübingen, many patients in early stages of melanoma are operated on in private offices and are not registered in the clinical center. So, a higher-risk population may have been recorded with more melanoma-attributable deaths here.

In conclusion, for patients with stage IIB/C melanoma, for whom the first new immunotherapy has been approved in the adjuvant setting, there are now additional RFS/OS/MSS data for stage IIB/IIC melanoma that allow us to refine the discussion about the implications of this new FDA approval for adjuvant pembrolizumab. However, patients with stage IB/IIA disease also have a significant risk of recurrence, and clinical trials of adjuvant therapy in this setting should be undertaken.

APPENDIX

FIG A1.

FIG A1.

Hazard rates for stage I and II melanoma, according to AJCCv8 for total collective (N = 17,544): (A) death due to melanoma and (B) death due to other causes. AJCCv8, American Joint Committee on Cancer version 8.

TABLE A1.

Melanoma-Specific Death/Recurrence Rate and NNT to Avoid One Event Within 10 Years in Patients With Stage I and II Melanoma (Central Malignant Melanoma Registry data: exploratory plus confirmatory cohort, N = 17,544)

graphic file with name jco-40-3741-g008.jpg

TABLE A2.

Estimated Cumulative Incidence of Death as a Result of Melanoma and as a Result of Another Cause at 5 and 10 Years in the CMMR Exploratory Cohort and the CMMR Confirmatory Cohort for Patients With Stage I and II Melanoma According to the American Joint Committee on Cancer Version 8 Subgroups

graphic file with name jco-40-3741-g009.jpg

Claus Garbe

Honoraria: BMS, MSD Oncology, NeraCare GmbH, Novartis, Philogen, Roche/Genentech, Sanofi, CeCaVa

Consulting or Advisory Role: BMS, MSD Oncology, NeraCare GmbH, Novartis, Philogen, Roche/Genentech, Sanofi, CeCaVa

Research Funding: BMS (Inst), Novartis (Inst), NeraCare GmbH (Inst), Roche/Genentech (Inst)

Teresa Amaral

Honoraria: CeCaVa, Novartis

Consulting or Advisory Role: CeCaVa

Research Funding: Novartis (Inst), NeraCare GmbH (Inst), Sanofi (Inst), Skyline Diagnostics (Inst)

Carola Berking

Honoraria: Bristol Myers Squibb, Novartis, MSD, Sanofi/Aventis, Immunocore, LEO Pharma, Pierre Fabre, InflarxGmbH, Almirall Hermal GmbH

Consulting or Advisory Role: Bristol Myers Squibb, MSD, Novartis, Sanofi/Regeneron, Almirall Hermal GmbH, Immunocore, Roche, Sanofi/Aventis

Thomas K. Eigentler

Honoraria: Bristol Myers Squibb, Novartis

Consulting or Advisory Role: Bristol Myers Squibb, Novartis, Sanofi, Pierre Fabre

Lukas Flatz

Consulting or Advisory Role: Philogen, Sanofi

Research Funding: Hookipa Pharma, Philogen

Patents, Royalties, Other Intellectual Property: Patents relating to the Vaxwave Vaccine Technology currently licensed by Hookipa Pharma

Anja Gesierich

Honoraria: Novartis, Almirall Hermal GmbH, MSD Sharp & Dohme GmbH, Pierre Fabre

Consulting or Advisory Role: Novartis, Bristol Myers Squibb, Pierre Fabre

Travel, Accommodations, Expenses: Novartis, Pierre Fabre

Ulrike Leiter

Honoraria: Roche, Novartis, Sanofi, MSD Oncology, Sun Pharma

Consulting or Advisory Role: Roche, MSD Oncology, Sanofi, Novartis, Sun Pharma

Research Funding: MSD Oncology

Travel, Accommodations, Expenses: Novartis

Rudolf Stadler

Employment: Stemline Therapeutics, Kyowa Kirin

Honoraria: 4SC, Takeda, Merck

Consulting or Advisory Role: Takeda

Cord Sunderkötter

Honoraria: InfectoPharm, Novartis, Pfizer, LEO Pharma, Boehringer Ingelheim

Consulting or Advisory Role: InfectoPharm, Novartis, Pfizer, LEO Pharma, Roche, Celgene

Research Funding: InfectoPharm (Inst)

Travel, Accommodations, Expenses: Novartis, BMS GmbH & Co KG, Boehringer Ingelheim

Thomas Tüting

Honoraria: Bristol Myers Squibb, Roche/Genentech, Merck Sharp & Dohme

Research Funding: Novartis (Inst)

Jochen Utikal

Stock and Other Ownership Interests: BioNTech, Moderna Therapeutics, Pfizer, Merck, Sanofi

Honoraria: Bristol Myers Squibb, Novartis, MSD Oncology, Roche, Pierre Fabre, Sanofi

Consulting or Advisory Role: Bristol Myers Squibb, Roche, MSD Oncology, Novartis, Pierre Fabre, Amgen, Sanofi

Research Funding: Apogenix (Inst), Noxxon Pharma (Inst), Elsalys Biotech (Inst), TILT Biotherapeutics (Inst)

Travel, Accommodations, Expenses: MSD Oncology, Roche, Novartis, Pierre Fabre, Bristol Myers Squibb, Amgen, Sanofi

Lisa Zimmer

Stock and Other Ownership Interests: Bayer

Honoraria: Merck Sharp & Dohme, Bristol Myers Squibb, Novartis, Roche, Pierre Fabre

Consulting or Advisory Role: Merck Sharp & Dohme, Roche, Bristol Myers Squibb, Novartis, Sanofi, Pierre Fabre, Sun Pharma

Research Funding: Novartis (Inst)

Travel, Accommodations, Expenses: Amgen, Bristol Myers Squibb, Merck Sharp & Dohme, Novartis, Pierre Fabre, Sanofi, Sun Pharma

Christos C. Zouboulis

Honoraria: Galderma, AccureAcne, Janssen, Viatris, Amgen, PPM

Consulting or Advisory Role: Inflarx, UCB, Almirall Hermal GmbH, Bayer

Research Funding: Relaxera (Inst)

Uncompensated Relationships: AbbVie, UCB

Paolo A. Ascierto

Stock and Other Ownership Interests: PrimeVax

Consulting or Advisory Role: Bristol Myers Squibb, Roche/Genentech, Merck Sharp & Dohme, Novartis, Array BioPharma, Merck Serono, Pierre Fabre, Incyte, MedImmune, AstraZeneca, Sun Pharma, Sanofi, Idera, Ultimovacs, Sandoz, Immunocore, 4SC, Alkermes, Italfarmaco, Nektar, Boehringer Ingelheim, Eisai, Regeneron, Daiichi Sankyo, Pfizer, OncoSec, Nouscom, Takis Biotech, Lunaphore Technologies, Seattle Genetics, ITeos Therapeutics, Medicenna, Bio-Al Health

Research Funding: Bristol Myers Squibb (Inst), Roche/Genentech (Inst), Array BioPharma (Inst), Sanofi (Inst)

Travel, Accommodations, Expenses: Merck Sharp & Dohme

Alexander M.M. Eggermont

Stock and Other Ownership Interests: RiverD, Skyline Diagnostics, IO Biotech

Honoraria: Ellipses Pharma, GlaxoSmithKline, MSD, Novartis, Pfizer, Sellas Life Sciences, Skyline Diagnostics, BIOCAD, CatalYm, BIOINVENT, IO Biotech, NEKTAR, BioNTech, Agenus, Merck, Sairopa, Galecto, Clover, Brenus, IQVIA

Consulting or Advisory Role: Ellipses Pharma, GlaxoSmithKline, ISA Pharmaceuticals, MSD, Novartis, Pfizer, Sellas Life Sciences, Skyline Diagnostics, BIOINVENT, IO BIOTECH, CatalYm, NEKTAR, Agenus, BioCad, Merck, Sairopa

Speakers' Bureau: MSD, BIOCAD, Merck, Bristol Myers Squibb

Jean-Jacques Grob

Consulting or Advisory Role: BMS, MSD Oncology, Roche/Genentech, Novartis, Amgen, Pierre fabre, Sun Pharma, Merck KGaA, Sanofi, Roche, Philogen

Speakers' Bureau: Novartis

Travel, Accommodations, Expenses: BMS, MSD Oncology, Novartis, Pierre Fabre

Axel Hauschild

Honoraria: Amgen, Bristol Myers Squibb, Merck Serono, Merck Sharp & Dohme, Novartis, Roche, Philogen, Regeneron, Sanofi/Aventis, Immunocore, Replimune

Consulting or Advisory Role: Amgen, Bristol Myers Squibb, Merck Serono, Merck Sharp & Dohme, Novartis, Roche, Philogen, Regeneron, Sanofi/Aventis, Immunocore, Replimune

Research Funding: Amgen, Bristol Myers Squibb, Merck Serono, Merck Sharp & Dohme, Novartis, Roche, Regeneron

Travel, Accommodations, Expenses: Amgen, Bristol Myers Squibb, Merck Serono, Merck Sharp & Dohme, Novartis, Roche, Sanofi/Aventis

Lidija Kandolf Sekulovic

Consulting or Advisory Role: MSD Oncology, Novartis, Roche, Bristol Myers Squibb/Medarex

Speakers' Bureau: MSD Oncology, Novartis, Bristol Myers Squibb, Roche, Janssen, AbbVie

Travel, Accommodations, Expenses: MSD Oncology, Roche

Georgina V. Long

Honoraria: BMS, Pierre Fabre

Consulting or Advisory Role: Amgen, Boehringer Ingelheim, Bristol Myers Squibb, Hexal, Highlight Therapeutics, Merck Sharpe & Dohme, Novartis, OncoSec, Pierre Fabre, QBiotics, Regeneron, Array BioPharma, Evaxion Biotech, Skyline Diagnostics, Agenus, Provectus

Jason J. Luke

Stock and Other Ownership Interests: Actym Therapeutics, Mavu Pharmaceutical, Pyxis, Alphamab, Tempest Therapeutics, Kanaph Therapeutics, Onc.AI, Arch Oncology, STipe Therapeutics, NeoTX

Consulting or Advisory Role: Bristol Myers Squibb, Merck, EMD Serono, Novartis, 7 Hills Pharma, Janssen, Reflexion Medical, Tempest Therapeutics, Alphamab, Spring Bank, AbbVie, Astellas Pharma, Bayer, Incyte, Mersana, Partner Therapeutics, Synlogic, Eisai, Werewolf Therapeutics, Ribon Therapeutics, Checkmate Pharmaceuticals, CStone Pharmaceuticals, Nektar, Regeneron, Rubius Therapeutics, Tesaro, Xilio Therapeutics, Xencor, Alnylam, Crown Bioscience, Flame Biosciences, Genentech, Kadmon, KSQ Therapeutics, Immunocore, Inzen Therapeutics, Pfizer, Silicon Therapeutics, TRex Bio, Bright Peak Therapeutics, Onc.AI, STipe Therapeutics, Codiak Biosciences, Day One Therapeutics, Endeavor BioMedicines, Gilead Sciences, Hotspot Therapeutics, Servier, STINGthera, Synthekine

Research Funding: Merck (Inst), Bristol Myers Squibb (Inst), Incyte (Inst), Corvus Pharmaceuticals (Inst), AbbVie (Inst), Macrogenics (Inst), Xencor (Inst), Array BioPharma (Inst), Agios (Inst), Astellas Pharma (Inst), EMD Serono (Inst), Immatics (Inst), Kadmon (Inst), Moderna Therapeutics (Inst), Nektar (Inst), Spring bank (Inst), Trishula Therapeutics (Inst), KAHR Medical (Inst), Fstar (Inst), Genmab (Inst), Ikena Oncology (Inst), Numab (Inst), Replimune (Inst), Rubius Therapeutics (Inst), Synlogic (Inst), Takeda (Inst), Tizona Therapeutics Inc (Inst), BioNTech (Inst), Scholar Rock (Inst), NextCure (Inst)

Patents, Royalties, Other Intellectual Property: Serial #15/612,657 (Cancer Immunotherapy), Serial #PCT/US18/36052 (Microbiome Biomarkers for Anti-PD-1/PD-L1 Responsiveness: Diagnostic, Prognostic and Therapeutic Uses Thereof)

Travel, Accommodations, Expenses: Bristol Myers Squibb, Array BioPharma, EMD Serono, Janssen, Merck, Novartis, Reflexion Medical, Mersana, Pyxis, Xilio Therapeutics

Olivier Michielin

Consulting or Advisory Role: Bristol Myers Squibb, MSD, Novartis, Roche, Amgen, Pierre Fabre

Research Funding: MSD, Bristol Myers Squibb, NeraCare GmbH

Expert Testimony: Bristol Myers Squibb

Travel, Accommodations, Expenses: Bristol Myers Squibb, MSD

Ketty Peris

Honoraria: Almirall, Lilly, Galderma, LEO Pharma, Pierre Fabre, Novartis, Sanofi, Sun Pharma

Consulting or Advisory Role: Almirall, Sanofi, Sun Pharma

Speakers' Bureau: Almirall, Pierre Fabre

Travel, Accommodations, Expenses: Sun Pharma

Dirk Schadendorf

Honoraria: Roche/Genentech, Novartis, Bristol Myers Squibb, Merck Sharp & Dohme, Immunocore, Merck Serono, Array BioPharma, Pfizer, Pierre Fabre, Philogen, Regeneron, 4SC, Sanofi/Regeneron, NeraCare GmbH, Sun Pharma, InflarxGmbH, Ultimovacs, Sandoz, Amgen, Daiichi Sankyo Japan, LabCorp, Nektar, Replimune

Consulting or Advisory Role: Roche/Genentech, Novartis, Bristol Myers Squibb, Merck Sharp & Dohme, Merck Serono, 4SC, Pierre Fabre, Sanofi/Regeneron, Nektar

Speakers' Bureau: Bristol Myers Squibb, Merck Sharp & Dohme, Novartis, Pierre Fabre, Sanofi/Regeneron, Merck KGaA

Research Funding: Bristol Myers Squibb (Inst), Novartis (Inst), Roche (Inst), MSD Oncology (Inst), Array BioPharma/Pfizer (Inst), Amgen (Inst)

Travel, Accommodations, Expenses: Roche/Genentech, Bristol Myers Squibb, Merck Serono, Novartis, Merck Sharp & Dohme, Pierre Fabre, Sanofi/Regeneron

John M. Kirkwood

Honoraria: Bristol Myers Squibb

Consulting or Advisory Role: Novartis, Iovance Biotherapeutics, Amgen, Checkmate Pharmaceuticals, Harbour BioMed, Istari Oncology, OncoSec, Scopus BioPharma, Pfizer, Oncocyte, Takeda, AXIO Research, Immunocore, Natera, DermTech, Ankyra Therapeutics, Becker Pharmaceutical Consulting, Fenix Group International, Intellisphere LLC, IQVIA, Merck, Replimune, SR One Capital Management

Research Funding: Amgen (Inst), Bristol Myers Squibb (Inst), Castle Biosciences (Inst), Checkmate Pharmaceuticals (Inst), Immunocore (Inst), Iovance Biotherapeutics (Inst), Novartis (Inst), Merck (Inst), Immvira (Inst), Iovance Biotherapeutics (Inst), Schering-Plough (Inst), Harbour BioMed (Inst), Takeda (Inst), Verastem (Inst)

Paul C. Lorigan

Honoraria: Novartis, Pierre Fabre, Merck, BMS, MSD, NeraCare GmbH, Amgen, Roche, Oncology Education, Nektar

Consulting or Advisory Role: Merck Sharp & Dohme, Bristol Myers Squibb, Amgen, Pierre Fabre, Novartis, Nektar

Speakers' Bureau: Merck Sharp & Dohme, Novartis, Bristol Myers Squibb, Pierre Fabre

Research Funding: BMS

Travel, Accommodations, Expenses: Merck Sharp & Dohme, Bristol Myers Squibb

No other potential conflicts of interest were reported.

Footnotes

*

C.G. and U.K. contributed equally to this work. J.M.K. and P.C.L. contributed equally as senior authors to this work.

AUTHOR CONTRIBUTIONS

Conception and design: Claus Garbe, Ulrike Keim, Ulrike Leiter, Rudolf Stadler, Alexander M.M. Eggermont, Axel Hauschild, Jason J. Luke, Dirk Schadendorf

Administrative support: Dirk Schadendorf

Provision of study materials or patients: Ulrike Leiter, Rudolf Stadler, Cord Sunderkötter, Thomas Tüting, Jochen Utikal, Uwe Wollina, Christos C. Zouboulis, Axel Hauschild, Jason J. Luke, Dirk Schadendorf

Collection and assembly of data: Claus Garbe, Ulrike Keim, Thomas K. Eigentler, Anja Gesierich, Rudolf Stadler, Cord Sunderkötter, Thomas Tüting, Jochen Utikal, Uwe Wollina, Christos C. Zouboulis, Axel Hauschild, Ketty Peris, Dirk Schadendorf

Data analysis and interpretation: Claus Garbe, Ulrike Keim, Teresa Amaral, Carola Berking, Lukas Flatz, Anja Gesierich, Ulrike Leiter, Rudolf Stadler, Lisa Zimmer, Christos C. Zouboulis, Paolo A. Ascierto, Jean-Jacques Grob, Axel Hauschild, Lidija Kandolf Sekulovic, Georgina V. Long, Jason J. Luke, Olivier Michielin, Ketty Peris, Dirk Schadendorf, John M. Kirkwood, Paul C. Lorigan

Manuscript writing: All authors

Final approval of manuscript: All authors

Accountable for all aspects of the work: All authors

AUTHORS' DISCLOSURES OF POTENTIAL CONFLICTS OF INTEREST

Prognosis of Patients With Primary Melanoma Stage I and II According to American Joint Committee on Cancer Version 8 Validated in Two Independent Cohorts: Implications for Adjuvant Treatment

The following represents disclosure information provided by authors of this manuscript. All relationships are considered compensated unless otherwise noted. Relationships are self-held unless noted. I = Immediate Family Member, Inst = My Institution. Relationships may not relate to the subject matter of this manuscript. For more information about ASCO's conflict of interest policy, please refer to www.asco.org/rwc or ascopubs.org/jco/authors/author-center.

Open Payments is a public database containing information reported by companies about payments made to US-licensed physicians (Open Payments).

Claus Garbe

Honoraria: BMS, MSD Oncology, NeraCare GmbH, Novartis, Philogen, Roche/Genentech, Sanofi, CeCaVa

Consulting or Advisory Role: BMS, MSD Oncology, NeraCare GmbH, Novartis, Philogen, Roche/Genentech, Sanofi, CeCaVa

Research Funding: BMS (Inst), Novartis (Inst), NeraCare GmbH (Inst), Roche/Genentech (Inst)

Teresa Amaral

Honoraria: CeCaVa, Novartis

Consulting or Advisory Role: CeCaVa

Research Funding: Novartis (Inst), NeraCare GmbH (Inst), Sanofi (Inst), Skyline Diagnostics (Inst)

Carola Berking

Honoraria: Bristol Myers Squibb, Novartis, MSD, Sanofi/Aventis, Immunocore, LEO Pharma, Pierre Fabre, InflarxGmbH, Almirall Hermal GmbH

Consulting or Advisory Role: Bristol Myers Squibb, MSD, Novartis, Sanofi/Regeneron, Almirall Hermal GmbH, Immunocore, Roche, Sanofi/Aventis

Thomas K. Eigentler

Honoraria: Bristol Myers Squibb, Novartis

Consulting or Advisory Role: Bristol Myers Squibb, Novartis, Sanofi, Pierre Fabre

Lukas Flatz

Consulting or Advisory Role: Philogen, Sanofi

Research Funding: Hookipa Pharma, Philogen

Patents, Royalties, Other Intellectual Property: Patents relating to the Vaxwave Vaccine Technology currently licensed by Hookipa Pharma

Anja Gesierich

Honoraria: Novartis, Almirall Hermal GmbH, MSD Sharp & Dohme GmbH, Pierre Fabre

Consulting or Advisory Role: Novartis, Bristol Myers Squibb, Pierre Fabre

Travel, Accommodations, Expenses: Novartis, Pierre Fabre

Ulrike Leiter

Honoraria: Roche, Novartis, Sanofi, MSD Oncology, Sun Pharma

Consulting or Advisory Role: Roche, MSD Oncology, Sanofi, Novartis, Sun Pharma

Research Funding: MSD Oncology

Travel, Accommodations, Expenses: Novartis

Rudolf Stadler

Employment: Stemline Therapeutics, Kyowa Kirin

Honoraria: 4SC, Takeda, Merck

Consulting or Advisory Role: Takeda

Cord Sunderkötter

Honoraria: InfectoPharm, Novartis, Pfizer, LEO Pharma, Boehringer Ingelheim

Consulting or Advisory Role: InfectoPharm, Novartis, Pfizer, LEO Pharma, Roche, Celgene

Research Funding: InfectoPharm (Inst)

Travel, Accommodations, Expenses: Novartis, BMS GmbH & Co KG, Boehringer Ingelheim

Thomas Tüting

Honoraria: Bristol Myers Squibb, Roche/Genentech, Merck Sharp & Dohme

Research Funding: Novartis (Inst)

Jochen Utikal

Stock and Other Ownership Interests: BioNTech, Moderna Therapeutics, Pfizer, Merck, Sanofi

Honoraria: Bristol Myers Squibb, Novartis, MSD Oncology, Roche, Pierre Fabre, Sanofi

Consulting or Advisory Role: Bristol Myers Squibb, Roche, MSD Oncology, Novartis, Pierre Fabre, Amgen, Sanofi

Research Funding: Apogenix (Inst), Noxxon Pharma (Inst), Elsalys Biotech (Inst), TILT Biotherapeutics (Inst)

Travel, Accommodations, Expenses: MSD Oncology, Roche, Novartis, Pierre Fabre, Bristol Myers Squibb, Amgen, Sanofi

Lisa Zimmer

Stock and Other Ownership Interests: Bayer

Honoraria: Merck Sharp & Dohme, Bristol Myers Squibb, Novartis, Roche, Pierre Fabre

Consulting or Advisory Role: Merck Sharp & Dohme, Roche, Bristol Myers Squibb, Novartis, Sanofi, Pierre Fabre, Sun Pharma

Research Funding: Novartis (Inst)

Travel, Accommodations, Expenses: Amgen, Bristol Myers Squibb, Merck Sharp & Dohme, Novartis, Pierre Fabre, Sanofi, Sun Pharma

Christos C. Zouboulis

Honoraria: Galderma, AccureAcne, Janssen, Viatris, Amgen, PPM

Consulting or Advisory Role: Inflarx, UCB, Almirall Hermal GmbH, Bayer

Research Funding: Relaxera (Inst)

Uncompensated Relationships: AbbVie, UCB

Paolo A. Ascierto

Stock and Other Ownership Interests: PrimeVax

Consulting or Advisory Role: Bristol Myers Squibb, Roche/Genentech, Merck Sharp & Dohme, Novartis, Array BioPharma, Merck Serono, Pierre Fabre, Incyte, MedImmune, AstraZeneca, Sun Pharma, Sanofi, Idera, Ultimovacs, Sandoz, Immunocore, 4SC, Alkermes, Italfarmaco, Nektar, Boehringer Ingelheim, Eisai, Regeneron, Daiichi Sankyo, Pfizer, OncoSec, Nouscom, Takis Biotech, Lunaphore Technologies, Seattle Genetics, ITeos Therapeutics, Medicenna, Bio-Al Health

Research Funding: Bristol Myers Squibb (Inst), Roche/Genentech (Inst), Array BioPharma (Inst), Sanofi (Inst)

Travel, Accommodations, Expenses: Merck Sharp & Dohme

Alexander M.M. Eggermont

Stock and Other Ownership Interests: RiverD, Skyline Diagnostics, IO Biotech

Honoraria: Ellipses Pharma, GlaxoSmithKline, MSD, Novartis, Pfizer, Sellas Life Sciences, Skyline Diagnostics, BIOCAD, CatalYm, BIOINVENT, IO Biotech, NEKTAR, BioNTech, Agenus, Merck, Sairopa, Galecto, Clover, Brenus, IQVIA

Consulting or Advisory Role: Ellipses Pharma, GlaxoSmithKline, ISA Pharmaceuticals, MSD, Novartis, Pfizer, Sellas Life Sciences, Skyline Diagnostics, BIOINVENT, IO BIOTECH, CatalYm, NEKTAR, Agenus, BioCad, Merck, Sairopa

Speakers' Bureau: MSD, BIOCAD, Merck, Bristol Myers Squibb

Jean-Jacques Grob

Consulting or Advisory Role: BMS, MSD Oncology, Roche/Genentech, Novartis, Amgen, Pierre fabre, Sun Pharma, Merck KGaA, Sanofi, Roche, Philogen

Speakers' Bureau: Novartis

Travel, Accommodations, Expenses: BMS, MSD Oncology, Novartis, Pierre Fabre

Axel Hauschild

Honoraria: Amgen, Bristol Myers Squibb, Merck Serono, Merck Sharp & Dohme, Novartis, Roche, Philogen, Regeneron, Sanofi/Aventis, Immunocore, Replimune

Consulting or Advisory Role: Amgen, Bristol Myers Squibb, Merck Serono, Merck Sharp & Dohme, Novartis, Roche, Philogen, Regeneron, Sanofi/Aventis, Immunocore, Replimune

Research Funding: Amgen, Bristol Myers Squibb, Merck Serono, Merck Sharp & Dohme, Novartis, Roche, Regeneron

Travel, Accommodations, Expenses: Amgen, Bristol Myers Squibb, Merck Serono, Merck Sharp & Dohme, Novartis, Roche, Sanofi/Aventis

Lidija Kandolf Sekulovic

Consulting or Advisory Role: MSD Oncology, Novartis, Roche, Bristol Myers Squibb/Medarex

Speakers' Bureau: MSD Oncology, Novartis, Bristol Myers Squibb, Roche, Janssen, AbbVie

Travel, Accommodations, Expenses: MSD Oncology, Roche

Georgina V. Long

Honoraria: BMS, Pierre Fabre

Consulting or Advisory Role: Amgen, Boehringer Ingelheim, Bristol Myers Squibb, Hexal, Highlight Therapeutics, Merck Sharpe & Dohme, Novartis, OncoSec, Pierre Fabre, QBiotics, Regeneron, Array BioPharma, Evaxion Biotech, Skyline Diagnostics, Agenus, Provectus

Jason J. Luke

Stock and Other Ownership Interests: Actym Therapeutics, Mavu Pharmaceutical, Pyxis, Alphamab, Tempest Therapeutics, Kanaph Therapeutics, Onc.AI, Arch Oncology, STipe Therapeutics, NeoTX

Consulting or Advisory Role: Bristol Myers Squibb, Merck, EMD Serono, Novartis, 7 Hills Pharma, Janssen, Reflexion Medical, Tempest Therapeutics, Alphamab, Spring Bank, AbbVie, Astellas Pharma, Bayer, Incyte, Mersana, Partner Therapeutics, Synlogic, Eisai, Werewolf Therapeutics, Ribon Therapeutics, Checkmate Pharmaceuticals, CStone Pharmaceuticals, Nektar, Regeneron, Rubius Therapeutics, Tesaro, Xilio Therapeutics, Xencor, Alnylam, Crown Bioscience, Flame Biosciences, Genentech, Kadmon, KSQ Therapeutics, Immunocore, Inzen Therapeutics, Pfizer, Silicon Therapeutics, TRex Bio, Bright Peak Therapeutics, Onc.AI, STipe Therapeutics, Codiak Biosciences, Day One Therapeutics, Endeavor BioMedicines, Gilead Sciences, Hotspot Therapeutics, Servier, STINGthera, Synthekine

Research Funding: Merck (Inst), Bristol Myers Squibb (Inst), Incyte (Inst), Corvus Pharmaceuticals (Inst), AbbVie (Inst), Macrogenics (Inst), Xencor (Inst), Array BioPharma (Inst), Agios (Inst), Astellas Pharma (Inst), EMD Serono (Inst), Immatics (Inst), Kadmon (Inst), Moderna Therapeutics (Inst), Nektar (Inst), Spring bank (Inst), Trishula Therapeutics (Inst), KAHR Medical (Inst), Fstar (Inst), Genmab (Inst), Ikena Oncology (Inst), Numab (Inst), Replimune (Inst), Rubius Therapeutics (Inst), Synlogic (Inst), Takeda (Inst), Tizona Therapeutics Inc (Inst), BioNTech (Inst), Scholar Rock (Inst), NextCure (Inst)

Patents, Royalties, Other Intellectual Property: Serial #15/612,657 (Cancer Immunotherapy), Serial #PCT/US18/36052 (Microbiome Biomarkers for Anti-PD-1/PD-L1 Responsiveness: Diagnostic, Prognostic and Therapeutic Uses Thereof)

Travel, Accommodations, Expenses: Bristol Myers Squibb, Array BioPharma, EMD Serono, Janssen, Merck, Novartis, Reflexion Medical, Mersana, Pyxis, Xilio Therapeutics

Olivier Michielin

Consulting or Advisory Role: Bristol Myers Squibb, MSD, Novartis, Roche, Amgen, Pierre Fabre

Research Funding: MSD, Bristol Myers Squibb, NeraCare GmbH

Expert Testimony: Bristol Myers Squibb

Travel, Accommodations, Expenses: Bristol Myers Squibb, MSD

Ketty Peris

Honoraria: Almirall, Lilly, Galderma, LEO Pharma, Pierre Fabre, Novartis, Sanofi, Sun Pharma

Consulting or Advisory Role: Almirall, Sanofi, Sun Pharma

Speakers' Bureau: Almirall, Pierre Fabre

Travel, Accommodations, Expenses: Sun Pharma

Dirk Schadendorf

Honoraria: Roche/Genentech, Novartis, Bristol Myers Squibb, Merck Sharp & Dohme, Immunocore, Merck Serono, Array BioPharma, Pfizer, Pierre Fabre, Philogen, Regeneron, 4SC, Sanofi/Regeneron, NeraCare GmbH, Sun Pharma, InflarxGmbH, Ultimovacs, Sandoz, Amgen, Daiichi Sankyo Japan, LabCorp, Nektar, Replimune

Consulting or Advisory Role: Roche/Genentech, Novartis, Bristol Myers Squibb, Merck Sharp & Dohme, Merck Serono, 4SC, Pierre Fabre, Sanofi/Regeneron, Nektar

Speakers' Bureau: Bristol Myers Squibb, Merck Sharp & Dohme, Novartis, Pierre Fabre, Sanofi/Regeneron, Merck KGaA

Research Funding: Bristol Myers Squibb (Inst), Novartis (Inst), Roche (Inst), MSD Oncology (Inst), Array BioPharma/Pfizer (Inst), Amgen (Inst)

Travel, Accommodations, Expenses: Roche/Genentech, Bristol Myers Squibb, Merck Serono, Novartis, Merck Sharp & Dohme, Pierre Fabre, Sanofi/Regeneron

John M. Kirkwood

Honoraria: Bristol Myers Squibb

Consulting or Advisory Role: Novartis, Iovance Biotherapeutics, Amgen, Checkmate Pharmaceuticals, Harbour BioMed, Istari Oncology, OncoSec, Scopus BioPharma, Pfizer, Oncocyte, Takeda, AXIO Research, Immunocore, Natera, DermTech, Ankyra Therapeutics, Becker Pharmaceutical Consulting, Fenix Group International, Intellisphere LLC, IQVIA, Merck, Replimune, SR One Capital Management

Research Funding: Amgen (Inst), Bristol Myers Squibb (Inst), Castle Biosciences (Inst), Checkmate Pharmaceuticals (Inst), Immunocore (Inst), Iovance Biotherapeutics (Inst), Novartis (Inst), Merck (Inst), Immvira (Inst), Iovance Biotherapeutics (Inst), Schering-Plough (Inst), Harbour BioMed (Inst), Takeda (Inst), Verastem (Inst)

Paul C. Lorigan

Honoraria: Novartis, Pierre Fabre, Merck, BMS, MSD, NeraCare GmbH, Amgen, Roche, Oncology Education, Nektar

Consulting or Advisory Role: Merck Sharp & Dohme, Bristol Myers Squibb, Amgen, Pierre Fabre, Novartis, Nektar

Speakers' Bureau: Merck Sharp & Dohme, Novartis, Bristol Myers Squibb, Pierre Fabre

Research Funding: BMS

Travel, Accommodations, Expenses: Merck Sharp & Dohme, Bristol Myers Squibb

No other potential conflicts of interest were reported.

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