Jiabin Deng, Mengru Gao, Hailin Yao, Junjun Wu, Lei Cui, Xiaojing Li
{"title":"肢端黑色素瘤远处转移的多因素分析及预测模型构建。","authors":"Jiabin Deng, Mengru Gao, Hailin Yao, Junjun Wu, Lei Cui, Xiaojing Li","doi":"10.62347/OLPB3585","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To analyze the pathological characteristics of Acral Melanoma (AM) patients and identify the factors influencing distant metastasis, while constructing a predictive model for distant metastasis-free survival (DMFS).</p><p><strong>Methods: </strong>Conducted on 229 AM patients admitted to the Third People's Hospital of Bengbu and The First Affiliated Hospital of Anhui Medical University from January 1, 2012, to December 31, 2024. Data collected included gender, age, lesion location, initial diagnosis stage, trauma history, ulcer presence, Breslow thickness, mitotic rate, lactate dehydrogenase (LDH), albumin (Alb), and adjuvant therapy. DMFS was assessed through follow-up, with a deadline of March 31, 2025. Statistical analysis was performed to evaluate significant factors influencing distant metastasis.</p><p><strong>Results: </strong>The incidence of AM showed an increasing trend from 2012 to 2024. Of the 229 patients, 78 (34.06%) developed distant metastasis. The median follow-up period was 37 months, and 1-year, 3-year, and 5-year survival rates without distant metastasis were 93.45%, 74.24%, and 66.81%, respectively. Statistically significant factors affecting DMFS included initial diagnosis stage, ulcer presence, Breslow thickness, mitotic rate, LDH, and Alb levels (all P<0.05). Risk factors for distant metastasis included stage III at diagnosis, ulcer presence, lack of adjuvant therapy, elevated LDH, and low Alb levels.</p><p><strong>Conclusions: </strong>The study identified key pathological factors influencing distant metastasis in AM patients. The constructed nomogram model demonstrated good predictive accuracy, with AUC values of 0.895 and 0.879 in the training and validation sets, respectively. This model can aid in the clinical screening of AM patients at risk for distant metastasis.</p>","PeriodicalId":7437,"journal":{"name":"American journal of cancer research","volume":"15 8","pages":"3678-3692"},"PeriodicalIF":2.9000,"publicationDate":"2025-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12432569/pdf/","citationCount":"0","resultStr":"{\"title\":\"Multivariate analysis and prediction model construction for distant metastasis of Acral Melanoma.\",\"authors\":\"Jiabin Deng, Mengru Gao, Hailin Yao, Junjun Wu, Lei Cui, Xiaojing Li\",\"doi\":\"10.62347/OLPB3585\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>To analyze the pathological characteristics of Acral Melanoma (AM) patients and identify the factors influencing distant metastasis, while constructing a predictive model for distant metastasis-free survival (DMFS).</p><p><strong>Methods: </strong>Conducted on 229 AM patients admitted to the Third People's Hospital of Bengbu and The First Affiliated Hospital of Anhui Medical University from January 1, 2012, to December 31, 2024. Data collected included gender, age, lesion location, initial diagnosis stage, trauma history, ulcer presence, Breslow thickness, mitotic rate, lactate dehydrogenase (LDH), albumin (Alb), and adjuvant therapy. DMFS was assessed through follow-up, with a deadline of March 31, 2025. Statistical analysis was performed to evaluate significant factors influencing distant metastasis.</p><p><strong>Results: </strong>The incidence of AM showed an increasing trend from 2012 to 2024. Of the 229 patients, 78 (34.06%) developed distant metastasis. The median follow-up period was 37 months, and 1-year, 3-year, and 5-year survival rates without distant metastasis were 93.45%, 74.24%, and 66.81%, respectively. Statistically significant factors affecting DMFS included initial diagnosis stage, ulcer presence, Breslow thickness, mitotic rate, LDH, and Alb levels (all P<0.05). Risk factors for distant metastasis included stage III at diagnosis, ulcer presence, lack of adjuvant therapy, elevated LDH, and low Alb levels.</p><p><strong>Conclusions: </strong>The study identified key pathological factors influencing distant metastasis in AM patients. The constructed nomogram model demonstrated good predictive accuracy, with AUC values of 0.895 and 0.879 in the training and validation sets, respectively. This model can aid in the clinical screening of AM patients at risk for distant metastasis.</p>\",\"PeriodicalId\":7437,\"journal\":{\"name\":\"American journal of cancer research\",\"volume\":\"15 8\",\"pages\":\"3678-3692\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2025-08-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12432569/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"American journal of cancer research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.62347/OLPB3585\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"American journal of cancer research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.62347/OLPB3585","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
Multivariate analysis and prediction model construction for distant metastasis of Acral Melanoma.
Objective: To analyze the pathological characteristics of Acral Melanoma (AM) patients and identify the factors influencing distant metastasis, while constructing a predictive model for distant metastasis-free survival (DMFS).
Methods: Conducted on 229 AM patients admitted to the Third People's Hospital of Bengbu and The First Affiliated Hospital of Anhui Medical University from January 1, 2012, to December 31, 2024. Data collected included gender, age, lesion location, initial diagnosis stage, trauma history, ulcer presence, Breslow thickness, mitotic rate, lactate dehydrogenase (LDH), albumin (Alb), and adjuvant therapy. DMFS was assessed through follow-up, with a deadline of March 31, 2025. Statistical analysis was performed to evaluate significant factors influencing distant metastasis.
Results: The incidence of AM showed an increasing trend from 2012 to 2024. Of the 229 patients, 78 (34.06%) developed distant metastasis. The median follow-up period was 37 months, and 1-year, 3-year, and 5-year survival rates without distant metastasis were 93.45%, 74.24%, and 66.81%, respectively. Statistically significant factors affecting DMFS included initial diagnosis stage, ulcer presence, Breslow thickness, mitotic rate, LDH, and Alb levels (all P<0.05). Risk factors for distant metastasis included stage III at diagnosis, ulcer presence, lack of adjuvant therapy, elevated LDH, and low Alb levels.
Conclusions: The study identified key pathological factors influencing distant metastasis in AM patients. The constructed nomogram model demonstrated good predictive accuracy, with AUC values of 0.895 and 0.879 in the training and validation sets, respectively. This model can aid in the clinical screening of AM patients at risk for distant metastasis.
期刊介绍:
The American Journal of Cancer Research (AJCR) (ISSN 2156-6976), is an independent open access, online only journal to facilitate rapid dissemination of novel discoveries in basic science and treatment of cancer. It was founded by a group of scientists for cancer research and clinical academic oncologists from around the world, who are devoted to the promotion and advancement of our understanding of the cancer and its treatment. The scope of AJCR is intended to encompass that of multi-disciplinary researchers from any scientific discipline where the primary focus of the research is to increase and integrate knowledge about etiology and molecular mechanisms of carcinogenesis with the ultimate aim of advancing the cure and prevention of this increasingly devastating disease. To achieve these aims AJCR will publish review articles, original articles and new techniques in cancer research and therapy. It will also publish hypothesis, case reports and letter to the editor. Unlike most other open access online journals, AJCR will keep most of the traditional features of paper print that we are all familiar with, such as continuous volume, issue numbers, as well as continuous page numbers to retain our comfortable familiarity towards an academic journal.