Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Clinical Trial
. 2014 Feb;270(2):425-34.
doi: 10.1148/radiol.13130776. Epub 2013 Oct 28.

Metastatic melanoma: lactate dehydrogenase levels and CT imaging findings of tumor devascularization allow accurate prediction of survival in patients treated with bevacizumab

Affiliations
Clinical Trial

Metastatic melanoma: lactate dehydrogenase levels and CT imaging findings of tumor devascularization allow accurate prediction of survival in patients treated with bevacizumab

Mark R Gray et al. Radiology. 2014 Feb.

Abstract

Purpose: To predict survival in patients with metastatic melanoma by evaluating a combination of serum lactate dehydrogenase (LDH) level and initial computed tomographic (CT) findings of tumor devascularization after antiangiogenic therapy.

Materials and methods: Consent was waived for this institutional review board-approved, retrospective, secondary analysis. Forty-four patients with metastatic melanoma received bevacizumab therapy in a randomized prospective phase II trial. Target lesions on the initial posttherapy CT images were evaluated by using Response Evaluation Criteria in Solid Tumors, the Choi criteria, and Morphology, Attenuation, Size, and Structure (MASS) criteria. Cox proportional hazards models were used to assess the association of baseline clinical variables including serum LDH and imaging findings with progression-free and overall survival. The receiver operating characteristic curve with area under the curve (AUC) was used to evaluate accuracy.

Results: In multivariate analysis, a high baseline serum LDH level was associated with decreased progression-free survival (hazard ratio = 1.29 for each increase of 100 IU/L; P = .002) and overall survival (hazard ratio = 1.44 for each increase of 100 IU/L; P = .001). Evaluation with MASS criteria of the first CT examination after therapy strongly predicted progression-free (P < .001) and overall (P < .001) survival. Baseline serum LDH level was moderately accurate for predicting progression-free survival at 9 months (AUC = 0.793) and overall survival at 18 months (AUC = 0.689). The combination of baseline serum LDH levels and evaluation with MASS criteria at the first CT examination after therapy had significantly higher accuracy for predicting progression-free survival at 9 months (AUC = 0.969) and overall survival at 18 months (AUC = 0.813) than did baseline serum LDH levels alone for prediction of progression-free survival (P = .020).

Conclusion: A combination of baseline serum LDH levels and evaluation with MASS criteria at the first CT examination after bevacizumab therapy had the highest accuracy for predicting survival in patients with metastatic melanoma.

PubMed Disclaimer

Conflict of interest statement

Disclosures of Conflicts of Interest: M.R.G. No relevant conflicts of interest to disclose. S.M.d.C. No relevant conflicts of interest to disclose. X.Z. No relevant conflicts of interest to disclose. H.Z. No relevant conflicts of interest to disclose. F.F.S. No relevant conflicts of interest to disclose. W.E.C. No relevant conflicts of interest to disclose. A.D.S. Financial activities related to the present article: none to disclose. Financial activities not related to the present article: grant pending from Pfizer. Other relationships: none to disclose.

Figures

Figure 1
Figure 1
Axial CT images in a 64-year-old man with metastatic melanoma who was treated with bevacizumab antiangiogenic therapy. Patient had normal baseline serum LDH (144 IU/L) and metastases involving subcutaneous tissues, lung, pleura, mediastinal and hilar lymph nodes, adrenals, retroperitoneal fat, and bowel. (a) Pretherapy contrast-enhanced CT image shows 1.7-cm hypervascular subcutaneous metastasis (mean attenuation, 93 HU) in the posterior aspect of the neck (arrow). (b) On initial posttherapy contrast-enhanced CT image, metastasis had decreased in size (1.2 cm) and decreased in mean attenuation (30 HU). Total target lesion burden decreased by 43%. Per MASS criteria, patient had favorable response. Target lesion met criteria for both marked decreased attenuation (≥ 40 HU decrease) and marked central necrosis (> 50% of mass changing to near fluid attenuation after therapy). Patient had good clinical outcome, with progression-free survival of 22 months and overall survival of 26 months.
Figure 2
Figure 2
Line graphs show Kaplan-Meier estimated progression-free survival in patients grouped by objective response at initial posttherapy CT imaging per (a) RECIST, (b) Choi criteria, and (c) MASS criteria. PR = partial response, SD = stable disease, PD = progressive disease, FR = favorable response, IR = indeterminate response, UR = unfavorable response.
Figure 3
Figure 3
Line graphs show Kaplan-Meier estimated overall survival in patients grouped by objective response at initial posttherapy CT imaging per (a) RECIST, (b) Choi criteria, and (c) MASS criteria. PR = partial response, SD = stable disease, PD = progressive disease, FR = favorable response, IR = indeterminate response, UR = unfavorable response.
Figure 4
Figure 4
Receiver operating characteristics analysis shows accuracy (AUC) of various models for predicting (a) progression-free survival at 9 months and (b) overall survival at 18 months. Baseline serum LDH alone served as referent and is compared with models incorporating baseline serum LDH and RECIST, Choi criteria, and MASS criteria.

Similar articles

Cited by

References

    1. Heakal Y, Kester M, Savage S. Vemurafenib (PLX4032): an orally available inhibitor of mutated BRAF for the treatment of metastatic melanoma. Ann Pharmacother. 2011;45(11):1399–1405. - PubMed
    1. Balch CM, Gershenwald JE, Soong SJ, et al. Final version of 2009 AJCC melanoma staging and classification. J Clin Oncol. 2009;27(36):6199–6206. - PMC - PubMed
    1. Gogas H, Eggermont AM, Hauschild A, et al. Biomarkers in melanoma. Ann Oncol. 2009;20(Suppl 6):vi8–vi13. - PMC - PubMed
    1. González-Cao M, Viteri S, Díaz-Lagares A, et al. Preliminary results of the combination of bevacizumab and weekly Paclitaxel in advanced melanoma. Oncology. 2008;74(1–2):12–16. - PubMed
    1. Grignol VP, Olencki T, Relekar K, et al. A phase 2 trial of bevacizumab and high-dose interferon alpha 2B in metastatic melanoma. J Immunother. 2011;34(6):509–515. - PMC - PubMed

Publication types

MeSH terms

LinkOut - more resources