1
|
He Z, Chen M, Li Q, Luo Z, Li X. Multi-omics and tumor immune microenvironment characterization of a prognostic model based on aging-related genes in melanoma. Am J Cancer Res 2024; 14:1052-1070. [PMID: 38590405 PMCID: PMC10998739 DOI: 10.62347/uzgp9704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Accepted: 03/08/2024] [Indexed: 04/10/2024] Open
Abstract
Melanoma is a common and fatal cutaneous malignancy with strong invasiveness and high mortality rate. Clinically, elderly melanoma patients tend to exhibit stronger invasion ability and poorer prognosis. Given the heterogeneity of tumors, we analyzed the prognosis and risk assessment of melanoma through aging-related genes rather than age stratification. FOXM1 and CCL4 were identified to be closely associated with melanoma prognosis. Single-cell transcriptome analysis showed that FOXM1 was significantly up-regulated in tumor cells, while CCL4 was markedly elevated in immune cells. A melanoma prognostic model was constructed based on the two independent prognostic factors. This model showed a high accuracy in predicting the mortality of melanoma patients over several years. The patients in low-risk group appeared to have more immune cell infiltration and better immune therapy efficacy. Cellular experiments showed that CCL4 could promote apoptosis of melanoma cells through immune cells, and apoptosis could regulate the expression of FOXM1. In addition, the results of the spatial transcriptome and immunohistochemistry suggested that CCL4 was highly expressed in macrophages and the expression of FOXM1 in melanoma cell was negatively correlated with immune cell infiltration, especially macrophages. Here, we established a novel prognostic model for melanoma, which showed promising predictive performance and may serve as a biomarker for the efficacy of immune checkpoint inhibition therapy in melanoma patients. In addition, we explored the function of two genes in the model in melanoma.
Collapse
Affiliation(s)
- Zhenghao He
- Department of Plastic Surgery, Zhongshan City People’s HospitalZhongshan, Guangdong, China
| | - Manli Chen
- Department of Plastic Surgery, Zhongshan City People’s HospitalZhongshan, Guangdong, China
| | - Qianwen Li
- Department of Dermatology, The Second Xiangya Hospital, Central South University, Hunan Key Laboratory of Medical EpigenomicsChangsha, Hunan, China
| | - Zhijun Luo
- Department of Plastic Surgery, Zhongshan City People’s HospitalZhongshan, Guangdong, China
| | - Xidie Li
- Department of Gynaecology and Obstetrics, The Affiliated Zhuzhou Hospital Xiangya Medical College, Central South UniversityZhuzhou, Hunan, China
| |
Collapse
|
2
|
Smalley I, Boire A, Brastianos P, Kluger HM, Hernando-Monge E, Forsyth PA, Ahmed KA, Smalley KSM, Ferguson S, Davies MA, Glitza Oliva IC. Leptomeningeal disease in melanoma: An update on the developments in pathophysiology and clinical care. Pigment Cell Melanoma Res 2024; 37:51-67. [PMID: 37622466 DOI: 10.1111/pcmr.13116] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 07/10/2023] [Accepted: 07/24/2023] [Indexed: 08/26/2023]
Abstract
Leptomeningeal disease (LMD) remains a major challenge in the clinical management of metastatic melanoma patients. Outcomes for patient remain poor, and patients with LMD continue to be excluded from almost all clinical trials. However, recent trials have demonstrated the feasibility of conducting prospective clinical trials in these patients. Further, new insights into the pathophysiology of LMD are identifying rational new therapeutic strategies. Here we present recent advances in the understanding of, and treatment options for, LMD from metastatic melanoma. We also annotate key areas of future focus to accelerate progress for this challenging but emerging field.
Collapse
Affiliation(s)
- Inna Smalley
- Department of Metabolism and Physiology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Adrienne Boire
- Human Oncology and Pathogenesis Program, Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Priscilla Brastianos
- Department of Medicine, MGH Cancer Center, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Harriet M Kluger
- Department of Medicine (Medical Oncology), Yale School of Medicine, New Haven, Connecticut, USA
| | - Eva Hernando-Monge
- Department of Pathology, NYU Grossman School of Medicine, New York, New York, USA
- Interdisciplinary Melanoma Cooperative Group, Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Peter A Forsyth
- Department of Neuro-Oncology and Tumor Biology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Kamran A Ahmed
- Department of Radiation Oncology and Immunology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Keiran S M Smalley
- Department of Tumor Biology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Sherise Ferguson
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Michael A Davies
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Isabella C Glitza Oliva
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| |
Collapse
|
3
|
Piña Y, Yadugiri S, Yeboa DN, Ferguson SD, Forsyth PA, Oliva ICG. Advances in Diagnosis and Treatment for Leptomeningeal Disease in Melanoma. Curr Oncol Rep 2022; 24:43-54. [DOI: 10.1007/s11912-021-01162-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/28/2021] [Indexed: 11/24/2022]
|
4
|
Cristaudo A, Malorgio A, Medoro S, Stefanelli A. Systemic therapy augmented by radiotherapy (STAR) effect for brain metastases in a BRAF-mutated melanoma patient with prolonged survival: a case report. Radiat Oncol J 2021; 39:78-81. [PMID: 33794577 PMCID: PMC8024180 DOI: 10.3857/roj.2020.00724] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Accepted: 01/04/2021] [Indexed: 12/11/2022] Open
Abstract
Brain metastases are common in stage IV malignant melanoma, carrying a prognosis traditionally regarded as severe, with a median survival of few months. Recently introduced systemic therapies as targeted therapy or immunotherapy have significantly improved the prognosis of metastatic melanoma. The optimal association of radiotherapy to such novel treatments has to be clarified. We report on a 43-year-old woman with 10 brain metastases. Three of them were treated with stereotactic radiosurgery (SRS) with complete response even of the untreated lesions. As the patient was BRAF-mutated, she was started on dabrafenib/trametinib. After 8 months she developed new brain metastases, which again responded to a new treatment with SRS. As after 7 months additional lesions appeared, she was treated with whole brain radiotherapy and was started on nivolumab. Twenty months after the first diagnosis of brain metastases the patient is fit without significant clinical and radiological signs of toxicity.
Collapse
Affiliation(s)
- Agostino Cristaudo
- Department of Radiotherapy, Azienda Ospedaliero-Universitaria di Ferrara, Ferrara, Italy
| | - Antonio Malorgio
- Department of Radiotherapy, Azienda Ospedaliero-Universitaria di Ferrara, Ferrara, Italy
| | - Serena Medoro
- Department of Radiotherapy, Azienda Ospedaliero-Universitaria di Ferrara, Ferrara, Italy
| | - Antonio Stefanelli
- Department of Radiotherapy, Azienda Ospedaliero-Universitaria di Ferrara, Ferrara, Italy
| |
Collapse
|