In-Depth Characterisation of Real-World Advanced Melanoma Patients Receiving Immunotherapies and/or Targeted Therapies: A Case Series
Abstract
:Simple Summary
Abstract
1. Introduction
2. Methods and Materials
2.1. Study Setting and Participant Recruitment
2.2. Data Collection
2.3. Statistical Analyses
3. Results
3.1. Baseline Characteristics
3.2. Comorbidities
3.3. Melanoma History
3.4. Treatments Received for Advanced Melanoma
3.5. Overall Survival
3.6. Naevus Change
4. Discussion
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Arnold, M.; de Vries, E.; Whiteman, D.C.; Jemal, A.; Bray, F.; Parkin, D.M.; Soerjomataram, I. Global burden of cutaneous melanoma attributable to ultraviolet radiation in 2012. Int. J. Cancer 2018, 143, 1305–1314. [Google Scholar] [CrossRef] [PubMed]
- Whiteman, D.C.; Green, A.C.; Olsen, C. The Growing Burden of Invasive Melanoma: Projections of Incidence Rates and Numbers of New Cases in Six Susceptible Populations through 2031. J. Investig. Dermatol. 2016, 136, 1161–1171. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Johnson, M.M.; Leachman, S.A.; Aspinwall, L.G.; Cranmer, L.D.; Curiel-Lewandrowski, C.; Sondak, V.K.; Stemwedel, C.E.; Swetter, S.M.; Vetto, J.; Bowles, T.; et al. Skin cancer screening: Recommendations for data-driven screening guidelines and a review of the US Preventive Services Task Force controversy. Melanoma Manag. 2017, 4, 13–37. [Google Scholar] [CrossRef]
- Olsen, C.M.; Pandeya, N.; Thompson, B.S.; Dusingize, J.C.; Green, A.C.; Neale, R.E.; Whiteman, D.C.; for the QSkin Study. Association between Phenotypic Characteristics and Melanoma in a Large Prospective Cohort Study. J. Investig. Dermatol. 2019, 139, 665–672. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Rastrelli, M.; Tropea, S.; Rossi, C.R.; Alaibac, M. Melanoma: Epidemiology, risk factors, pathogenesis, diagnosis and classification. In Vivo 2014, 28, 1005–1011. [Google Scholar] [PubMed]
- National Cancer Institute. Cancer Stat Facts: Melanoma of the Skin 2019. Available online: https://seer.cancer.gov/statfacts/html/melan.html (accessed on 22 October 2019).
- Dummer, R.; Schadendorf, D.; Ascierto, P.A.; Larkin, J.; Lebbe, C.; Hauschild, A. Integrating first-line treatment options into clinical practice: What’s new in advanced melanoma? Melanoma Res. 2015, 25, 461–469. [Google Scholar] [CrossRef] [Green Version]
- Luke, J.J.; Flaherty, K.T.; Ribas, A.; Long, G.V. Targeted agents and immunotherapies: Optimizing outcomes in melanoma. Nat. Rev. Clin. Oncol. 2017, 14, 463–482. [Google Scholar] [CrossRef] [Green Version]
- Jenkins, R.W.; Fisher, D.E. Treatment of Advanced Melanoma in 2020 and Beyond. J. Investig. Dermatol. 2020, 141, 23–31. [Google Scholar] [CrossRef]
- Larkin, J.; Chiarion-Sileni, V.; Gonzalez, R.; Grob, J.-J.; Rutkowski, P.; Lao, C.D.; Cowey, C.L.; Schadendorf, D.; Wagstaff, J.; Dummer, R.; et al. Five-Year Survival with Combined Nivolumab and Ipilimumab in Advanced Melanoma. N. Engl. J. Med. 2019, 381, 1535–1546. [Google Scholar] [CrossRef] [Green Version]
- Robert, C.; Grob, J.J.; Stroyakovskiy, D.; Karaszewska, B.; Hauschild, A.; Levchenko, E.; Chiarion Sileni, V.; Schachter, J.; Garbe, C.; Bondarenko, I.; et al. Five-Year Outcomes with Dabrafenib plus Trametinib in Metastatic Melanoma. N. Engl. J. Med. 2019, 381, 626–636. [Google Scholar] [CrossRef]
- Hamid, O.; Robert, C.; Daud, A.; Hodi, F.S.; Hwu, W.J.; Kefford, R.; Wolchok, J.D.; Hersey, P.; Joseph, R.; Weber, J.S.; et al. Five-year survival outcomes for patients with advanced melanoma treated with pembrolizumab in KEYNOTE-001. Ann. Oncol. 2019, 30, 582. [Google Scholar] [CrossRef] [PubMed]
- Dickson, P.V.; Gershenwald, J.E. Staging and Prognosis of Cutaneous Melanoma. Surg. Oncol. Clin. N. Am. 2011, 20, 1–17. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Van Zeijl, M.C.T.; Ismail, R.K.; de Wreede, L.C.; van den Eertwegh, A.J.M.; de Boer, A.; van Dartel, M.; Hilarius, D.L.; Aarts, M.J.; van den Berkmortel, F.W.; Boers-Sonderen, M.J.; et al. Real-world outcomes of advanced melanoma patients not represented in phase III trials. Int. J. Cancer 2020, 147, 3461–3470. [Google Scholar] [CrossRef] [PubMed]
- Cowey, C.L.; Liu, F.X.; Boyd, M.; Aguilar, K.M.; Krepler, C. Real-world treatment patterns and clinical outcomes among patients with advanced melanoma A retrospective, community oncology-based cohort study (A STROBE-compliant article). Medicine 2019, 98, e16328. [Google Scholar] [CrossRef]
- Hribernik, N.; Boc, M.; Ocvirk, J.; Knez-Arbeiter, J.; Mesti, T.; Ignjatovic, M.; Rebersek, M. Retrospective analysis of treatment-naive Slovenian patients with metastatic melanoma treated with pembrolizumab—real-world experience. Radiol. Oncol. 2020, 54, 119–127. [Google Scholar] [CrossRef]
- Schilling, B.; Martens, A.; Foppen, M.H.G.; Gebhardt, C.; Hassel, J.C.; Rozeman, E.A.; Gesierich, A.; Gutzmer, R.; Kähler, K.C.; Livingstone, E.; et al. First-line therapy-stratified survival in BRAF-mutant melanoma: A retrospective multicenter analysis. Cancer Immunol. Immunother. 2019, 68, 765–772. [Google Scholar] [CrossRef]
- Duffy, D.; Box, N.; Chen, W.; Palmer, J.S.; Montgomery, G.; James, M.R.; Hayward, N.K.; Martin, N.; Sturm, R.A. Interactive effects of MC1R and OCA2 on melanoma risk phenotypes. Hum. Mol. Genet. 2003, 13, 447–461. [Google Scholar] [CrossRef] [Green Version]
- World Health Organization. Body Mass Index 2019. Available online: http://www.euro.who.int/en/health-topics/disease-prevention/nutrition/a-healthy-lifestyle/body-mass-index-bmi (accessed on 30 October 2019).
- RC Team. R: A Language and Environment for Statistical Computing; R Foundation for Statistical Computing: Vienna, Austria, 2019. [Google Scholar]
- Moser, J.C.; Chen, D.; Hu-Lieskovan, S.; Grossmann, K.F.; Patel, S.; Colonna, S.V.; Ying, J.; Hyngstrom, J.R. Real-world survival of patients with advanced BRAF V600 mutated melanoma treated with front-line BRAF/MEK inhibitors, anti-PD-1 antibodies, or nivolumab/ipilimumab. Cancer Med. 2019, 8, 7637–7643. [Google Scholar] [CrossRef] [Green Version]
- Kim, H.; Comey, S.; Hausler, K.; Cook, G. A real world example of coverage with evidence development in Australia—Ipilimumab for the treatment of metastatic melanoma. J. Pharm. Policy Pract. 2018, 11, 4. [Google Scholar] [CrossRef]
- Bocquet-Tremoureux, S.; Scharbarg, E.; Nguyen, J.M.; Varey, E.; Quereux, G.; Saint-Jean, M.; Peuvrel, L.; Khammari, A.; Dreno, B. Efficacy and safety of nivolumab in metastatic melanoma: Real-world practice. Eur. J. Dermatol. EJD 2019, 29, 315–321. [Google Scholar]
- Howell, A.V.; Gebregziabher, M.; Thiers, B.H.; Paulos, C.M.; Wrangle, J.M.; Hunt, K.J.; Wallace, K. Immune checkpoint inhibitors retain effectiveness in older patients with cutaneous metastatic melanoma. J. Geriatr. Oncol. 2020, 12, 394–401. [Google Scholar] [CrossRef] [PubMed]
- Joosse, A.; de Vries, E.; Eckel, R.; Nijsten, T.; Eggermont, A.M.; Hölzel, D.; Coebergh, J.W.W.; Engel, J. Gender Differences in Melanoma Survival: Female Patients Have a Decreased Risk of Metastasis. J. Investig. Dermatol. 2011, 131, 719–726. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- De Glas, N.; Bastiaannet, E.; Bos, F.V.D.; Mooijaart, S.; van der Veldt, A.; Suijkerbuijk, K.; Aarts, M.; Berkmortel, F.V.D.; Blank, C.; Boers-Sonderen, M.; et al. Toxicity, Response and Survival in Older Patients with Metastatic Melanoma Treated with Checkpoint Inhibitors. Cancers 2021, 13, 2826. [Google Scholar] [CrossRef] [PubMed]
- Ridolfi, L.; De Rosa, F.; Petracci, E.; Tanda, E.T.; Marra, E.; Pigozzo, J.; Marconcini, R.; Guida, M.; Cappellini, G.C.A.; Gallizzi, G.; et al. Anti-PD1 antibodies in patients aged ≥75 years with metastatic melanoma: A retrospective multicentre study. J. Geriatr. Oncol. 2020, 11, 515–522. [Google Scholar] [CrossRef]
- Smith, L.K.; Arabi, S.; Lelliott, E.J.; McArthur, G.A.; Sheppard, K.E. Obesity and the impact on cutaneous melanoma: Friend or foe? Cancers 2020, 12, 1583. [Google Scholar] [CrossRef]
- McQuade, J.L.; Daniel, C.R.; Hess, K.R.; Mak, C.; Wang, D.Y.; Rai, R.R.; Park, J.J.; Haydu, L.E.; Spencer, C.; Wongchenko, M.; et al. Association of body-mass index and outcomes in patients with metastatic melanoma treated with targeted therapy, immunotherapy, or chemotherapy: A retrospective, multicohort analysis. Lancet Oncol. 2018, 19, 310–322. [Google Scholar] [CrossRef] [Green Version]
- Naik, G.S.; Waikar, S.S.; Johnson, A.E.W.; Buchbinder, E.I.; Haq, R.; Hodi, F.S.; Schoenfeld, J.D.; Ott, P.A. Complex inter-relationship of body mass index, gender and serum creatinine on survival: Exploring the obesity paradox in melanoma patients treated with checkpoint inhibition. J. Immunother. Cancer 2019, 7, 89. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Grigore, L.E.; Ungureanu, L.; Bejinariu, N.; Seceac, C.; Vasilovici, A.; Senila, S.C.; Candrea, E.; Fechete, O.; Cosgarea, R. Complete regression of primary melanoma associated with nevi involution under BRAF inhibitors: A case report and review of the literature. Oncol. Lett. 2019, 17, 4176–4182. [Google Scholar] [CrossRef]
- McClenahan, P.; Lin, L.L.; Tan, J.M.; Flewell-Smith, R.; Schaider, H.; Jagirdar, K.; Atkinson, V.; Lambie, D.; Prow, T.W.; Sturm, R.A. BRAFV600E mutation status of involuting and stable nevi in dabrafenib therapy with or without trametinib. JAMA Dermatol. 2014, 150, 1079–1082. [Google Scholar] [CrossRef] [Green Version]
- Grassi, S.; Corsetti, P.; Moliterni, E.; Calvieri, S. Regression of benign melanocytic nevi ipilimumab-induced in an adult patient affected by metastatic melanoma: Is it a sign of response to therapy? Ital. J. Dermatol. Venerol. 2021, 156 (Suppl. 1 to No. 6), 54–55. [Google Scholar]
- Wolner, Z.; Marghoob, A.; Pulitzer, M.; Postow, M.; Marchetti, M. A case report of disappearing pigmented skin lesions associated with pembrolizumab treatment for metastatic melanoma. Br. J. Dermatol. 2017, 178, 265–269. [Google Scholar] [CrossRef] [PubMed]
- Farinazzo, E.; Zelin, E.; Agozzino, M.; Papa, G.; Pizzichetta, M.A.; di Meo, N.; Zalaudek, I. Regression of nevi, vitiligo-like depigmentation and halo phenomenon may indicate response to immunotherapy and targeted therapy in melanoma. Melanoma Res. 2021, 31, 582–585. [Google Scholar] [CrossRef] [PubMed]
- Plaquevent, M.; Greliak, A.; Pinard, C.; Duval-Modeste, A.-B.; Joly, P. Simultaneous long-lasting regression of multiple nevi and melanoma metastases after ipilimumab therapy. Melanoma Res. 2019, 29, 311–312. [Google Scholar] [CrossRef]
- Libon, F.; Arrese, J.E.; Rorive, A.; Nikkels, A.F. Ipilimumab induces simultaneous regression of melanocytic naevi and melanoma metastases. Clin. Exp. Dermatol. 2013, 38, 276–279. [Google Scholar] [CrossRef] [PubMed]
- Schwager, Z.; Laird, M.E.; Latkowski, J.-A. Regression of pigmented lesions in a patient with metastatic melanoma treated with immunotherapy. JAAD Case Rep. 2018, 4, 421–423. [Google Scholar] [CrossRef] [PubMed]
- Dika, E.; Lambertini, M.; Fanti, P.A.; Piraccini, B.M.; Gurioli, C.; Ravaioli, G.M.; Chessa, M.A.; Gradassi, A.T.; Melotti, B.; Sperandi, F.; et al. Sequential monitoring of pigmented lesions during dabrafenib treatment: A prospective study and a literature overview. G. Ital. Dermatol. E Venereol. 2019, 154, 170–176. [Google Scholar] [CrossRef]
- Zhao, C.Y.; Hwang, S.J.E.; Wakade, D.; Carlos, G.; Anforth, R.; Fernández-Peñas, P. Melanocytic lesion evolution patterns with targeted therapies and immunotherapies for advanced metastatic melanoma: An observational study. Australas. J. Dermatol. 2017, 58, 292–298. [Google Scholar] [CrossRef]
- Tripepi, G.; Jager, K.J.; Dekker, F.W.; Zoccali, C. Selection bias and information bias in clinical research. Nephron Clin. Pract. 2010, 115, c94–c99. [Google Scholar] [CrossRef]
n = 41 (%) | Alive n = 24 (59%) | Deceased n = 17 (41%) | |
---|---|---|---|
Socio-demographic characteristics, n (%) | |||
Age 1: Mean (SD) | 62 [14] | 61 [16] | 63 [13] |
Category | |||
≤65 years >65 years | 21 (51) 20 (49) | 12 (57) 12 (60) | 9 (43) 8 (40) |
Gender | |||
Male Female | 26 (63) 15 (37) | 14 (54) 10 (67) | 12 (46) 5 (33) |
Private health insurance | |||
Yes | 10 (24) | 8 (80) | 2 (20) |
No | 24 (59) | 13 (54) | 11 (46) |
Not Reported | 7 (17) | 3 (43) | 4 (57) |
Education | |||
Higher school or less | 18 (44) | 9 (50) | 9 (50) |
Post-high school qualification | 23 (56) | 15 (65) | 8 (35) |
Environmental exposure, n (%) | |||
Occupations since leaving school | |||
Mainly indoors | 18 (44) | 12 (67) | 6 (33) |
Mainly outdoors/both indoors and outdoors | 23 (56) | 12 (52) | 11 (48) |
Overall sports and leisure activity | |||
Mainly indoors/both indoors and outdoors | 13 (32) | 9 (69) | 4 (31) |
Mainly outdoors | 28 (68) | 15 (54) | 13 (46) |
Phenotype characteristics, n (%) | |||
Naevi Count (>5 mm) | |||
Median (range) | 8 (1–60) | 8 (1–59) | 9 (3–60) |
Natural hair colour at age 21 | |||
Red/auburn/blonde/light brown | 21 (51) | 16 (76) | 5 (24) |
Dark brown/black | 20 (49) | 8 (40) | 12 (60) |
Innate skin colour | |||
Fair | 31 (76) | 19 (61) | 12 (39) |
Medium or olive | 10 (24) | 5 (50) | 5 (50) |
Facultative skin colour | |||
Fair | 16 (39) | 11 (69) | 5 (31) |
Medium or olive | 25 (61) | 13 (52) | 12 (48) |
Freckling score | |||
Nil/mild (0–6) | 18 (44) | 11 (61) | 7 (39) |
Mild/severe (7–12) | 23 (56) | 13 (57) | 10 (43) |
Body mass index (kg/m2) | |||
Normal (≤24.9) 2 | 16 (39) | 10 (63) | 6 (37) |
Overweight (25.0–29.9) | 10 (24) | 4 (40) | 6 (60) |
Obese (≥30.0) | 15 (37) | 10 (67) | 5 (33) |
Clinical characteristics | |||
Number of comorbidities | |||
None | 5 (12) | 3 (60) | 2 (40) |
1 | 10 (25) | 5 (50) | 5 (50) |
2 or more | 26 (63) | 16 (62) | 10 (38) |
Comorbidities 3 | |||
Hypertension | |||
Yes | 14 (34) | 7 (50) | 7 (50) |
No | 27 (66) | 17 (37) | 10 (63) |
Hypercholesterolemia or hyperlipidemia | |||
Yes | 10 (22) | 6 (60) | 4 (40) |
No | 31 (78) | 18 (58) | 13 (42) |
Cardiovascular disease | |||
Yes | 8 (20) | 4 (50) | 4 (50) |
No | 33 (80) | 20 (61) | 13 (39) |
Diabetes mellitus | |||
Yes | 8 (20) | 3 (38) | 5 (62) |
No | 33 (80) | 21 (64) | 12 (36) |
Melanoma history | |||
Number of primary melanomas | |||
1 | 22 (54) | 14 (64) | 8 (36) |
2–7 | 17 (41) | 10 (59) | 7 (41) |
Time since diagnosis of most recent primary melanoma (n= 36) 4 | |||
≤5 years | 21 (58) | 12 (57) | 9 (43) |
5 to ≤10 years | 11 (30) | 8 (73) | 3 (27) |
≥11 years | 4 (12) | 3 (75) | 1 (8) |
Time since diagnosis metastatic melanoma | |||
≤1 year | 16 (39) | 0 | 16 (100) |
2 to 3 years | 13 (32) | 12 (92) | 1 (8) |
≥4 years | 12 (29) | 12 (100) | 0 |
Melanoma stage | |||
Stage III | 5 (12) | 3 (60) | 2 (40) |
Stage IV | 36 (88) | 21 (58) | 15 (42) |
Brain metastasis | |||
Yes | 9 (22) | 3 (33) | 6 (67) |
No | 32 (78) | 21 (66) | 11 (34) |
Type of Treatment Delivered | n = 41 (%) | Alive, n = 24 (%) | Deceased, n = 17 (%) | |
---|---|---|---|---|
Immunotherapy at any time | ||||
PD-1 blocker | ||||
Pembrolizumab | 29 (71) | 17 (71) | 12 (71) | |
Nivolumab | 13 (32) | 6 (25) | 7 (41) | |
Atezolizumab | 1 (2) | 0 | 1 (6) | |
CTLA-4 blocker | ||||
Ipilimumab | 13 (32) | 7 (29) | 6 (35) | |
Targeted therapy at any time | ||||
MEK inhibitor | ||||
Trametinib | 14 (34) | 8 (33) | 6 (35) | |
BRAF inhibitor | ||||
Dabrafenib | 14 (34) | 8 (33) | 6 (35) | |
Vemurafenib | 3 (7) | - | 3 (18) | |
MEK inhibitor | ||||
Cobimetinib | 2 (5) | - | 2 (11) | |
Total number of melanoma treatments received during follow-up | ||||
One | 17 (41) | 1 (4) | 6 (35) | |
Two or more | 24 (59) | 13 (54) | 11 (65) | |
Combination of immune- and targeted therapy at one time | 3 (7) | 2 (8) | 1 (6) | |
Continuation of treatments until October 2020 | 5 (12) | 5 (21) | - | |
Line of treatment * (June 2016–October 2020) | PD-1 blocker | PD-1 and CTLA-4 blockers combination | BRAF and MEK inhibitors combination | Other¶ |
First-line treatment (n = 41) | 26 (63) | 4 (10) | 9 (22) | 2 (5) |
Second-line treatment (n = 19) | 4 (21) | 6 (31) | 4 (21) | 5 (26) |
Third-line and following treatment (n = 3) | 1 (33) | 1 (34) | 1 (33) | 0 |
n = 28 (%) | Alive n = 21 (75%) | Deceased n = 7 (25%) | |
---|---|---|---|
Total Body Naevus Count (>5 mm) | |||
Median (range) | 7 (1–59) | 7 (1–59) | 7 (4–45) |
Number of Stable Naevi | |||
Median (range) | 6 (0–51) | 4 (0–51) | 7 (0–19) |
Number Naevi Changing | |||
Median (range) | 1 (0–26) | 1 (0–24) | 3 (0–26) |
Number of Increasing Naevi | |||
Median (range) | 0 (0–5) | 0 (0–5) | 0 (0–4) |
Number of Decreasing Naevi | |||
Median (range) | 1 (0–26) | 1 (0–19) | 1 (0–26) |
Proportion of Stable Naevi | |||
Mean (SD) | 66 (37) | 65 (37) | 66 (39) |
Proportion of Changing Naevi | |||
Mean (SD) | 34 (37) | 35 (37) | 34 (39) |
Proportion of Increasing Naevi | |||
Mean (SD) | 4 (15) | 2 (4) | 12 (30) |
Proportion of Decreasing Naevi | |||
Mean (SD) | 30 (34) | 33 (37) | 22 (25) |
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Sanjida, S.; Betz-Stablein, B.; Atkinson, V.; Janda, M.; Barsoum, R.; Edwards, H.A.; Chiu, F.; Tran, M.C.; Soyer, H.P.; Schaider, H. In-Depth Characterisation of Real-World Advanced Melanoma Patients Receiving Immunotherapies and/or Targeted Therapies: A Case Series. Cancers 2022, 14, 2801. https://doi.org/10.3390/cancers14112801
Sanjida S, Betz-Stablein B, Atkinson V, Janda M, Barsoum R, Edwards HA, Chiu F, Tran MC, Soyer HP, Schaider H. In-Depth Characterisation of Real-World Advanced Melanoma Patients Receiving Immunotherapies and/or Targeted Therapies: A Case Series. Cancers. 2022; 14(11):2801. https://doi.org/10.3390/cancers14112801
Chicago/Turabian StyleSanjida, Saira, Brigid Betz-Stablein, Victoria Atkinson, Monika Janda, Ramez Barsoum, Harrison Aljian Edwards, Frank Chiu, My Co Tran, H Peter Soyer, and Helmut Schaider. 2022. "In-Depth Characterisation of Real-World Advanced Melanoma Patients Receiving Immunotherapies and/or Targeted Therapies: A Case Series" Cancers 14, no. 11: 2801. https://doi.org/10.3390/cancers14112801
APA StyleSanjida, S., Betz-Stablein, B., Atkinson, V., Janda, M., Barsoum, R., Edwards, H. A., Chiu, F., Tran, M. C., Soyer, H. P., & Schaider, H. (2022). In-Depth Characterisation of Real-World Advanced Melanoma Patients Receiving Immunotherapies and/or Targeted Therapies: A Case Series. Cancers, 14(11), 2801. https://doi.org/10.3390/cancers14112801