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Morphomics predicts response to ipilimumab in patients with stage IV melanoma.

Publication ,  Journal Article
Sabel, MS; Lee, J; Wang, A; Lao, C; Holcombe, S; Wang, S
Published in: J Surg Oncol
September 2015

INTRODUCTION: Factors predictive of response to immunotherapy are needed to select appropriate patients. As morphometric analysis can be an objective surrogate for underlying physiology, we explored the possibility that morphomics may predict response among stage IV melanoma patients treated with ipilimumab. METHODS: We identified stage IV melanoma patients treated with ipilimumab who had an appropriate CT scan within a 6 month window. Using semi-automated algorithms, we acquired several morphomic measurements. Toxicity and response rate compared by quartile using Fisher's exact test or chi-square, while survival after initiation of ipilimumab was compared by quartile using the log-rank test. RESULTS: While there was a significant correlation between toxicity and response (P < .003), morphomics failed to predict either severity of toxicity or specific side effects. Psoas density was significantly associated with response rate, both excluding stable disease (36.4% vs 9.1%, P = .054), and including stable disease (54.5% versus 18.2%, P = 0.045). Survival after initiation of ipilimumab was significantly associated with psoas density (P = 0.04) and visceral fat distance (P = 0.022). DISCUSSION: In an exploratory study of patients with metastatic melanoma being treated with ipilimumab, psoas density and spine-fascia distance correlated with response and survival. Pre-treatment morphomic analysis, as a correlate of underlying physiology, may help predict response to immunotherapy.

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Published In

J Surg Oncol

DOI

EISSN

1096-9098

Publication Date

September 2015

Volume

112

Issue

4

Start / End Page

333 / 337

Location

United States

Related Subject Headings

  • Young Adult
  • Tomography, X-Ray Computed
  • Survival Rate
  • Skin Neoplasms
  • Prognosis
  • Oncology & Carcinogenesis
  • Neoplasm Staging
  • Middle Aged
  • Melanoma
  • Male
 

Citation

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Sabel, M. S., Lee, J., Wang, A., Lao, C., Holcombe, S., & Wang, S. (2015). Morphomics predicts response to ipilimumab in patients with stage IV melanoma. J Surg Oncol, 112(4), 333–337. https://doi.org/10.1002/jso.24003
Sabel, Michael S., Jay Lee, Anran Wang, Christopher Lao, Sven Holcombe, and Stewart Wang. “Morphomics predicts response to ipilimumab in patients with stage IV melanoma.J Surg Oncol 112, no. 4 (September 2015): 333–37. https://doi.org/10.1002/jso.24003.
Sabel MS, Lee J, Wang A, Lao C, Holcombe S, Wang S. Morphomics predicts response to ipilimumab in patients with stage IV melanoma. J Surg Oncol. 2015 Sep;112(4):333–7.
Sabel, Michael S., et al. “Morphomics predicts response to ipilimumab in patients with stage IV melanoma.J Surg Oncol, vol. 112, no. 4, Sept. 2015, pp. 333–37. Pubmed, doi:10.1002/jso.24003.
Sabel MS, Lee J, Wang A, Lao C, Holcombe S, Wang S. Morphomics predicts response to ipilimumab in patients with stage IV melanoma. J Surg Oncol. 2015 Sep;112(4):333–337.
Journal cover image

Published In

J Surg Oncol

DOI

EISSN

1096-9098

Publication Date

September 2015

Volume

112

Issue

4

Start / End Page

333 / 337

Location

United States

Related Subject Headings

  • Young Adult
  • Tomography, X-Ray Computed
  • Survival Rate
  • Skin Neoplasms
  • Prognosis
  • Oncology & Carcinogenesis
  • Neoplasm Staging
  • Middle Aged
  • Melanoma
  • Male