Abstract Clinical benefit of anti-angiogenic therapies in different cancers is a result of normalizing the tumor vasculature by these agents. However, tumor vascular imaging modalities in human cancers are in their early evaluating phases. Photoacoustic mammography (PAM) is a newly introduced technique which can image the hemoglobin distribution and oxygenation state inside breast tissue with high spatial resolution. We have previously presented the oxygenation data of our first study in breast cancers by PAM in European Congress of Radiology (ECR) 2011. Here we report the morphological assessment of tumor-associated vessels in 81 histological sections of 20 invasive breast carcinomas. The histological slides were scanned with the magnification of 200 after CD31 immunohistochemical staining. For automated CD31 analysis, 105 jpeg files were extracted from each virtual slide and were changed to binary images with Image Pro-Plus 7.0 software. The optimal hue, saturation and intensity (HSI) of stained structures was selected for each virtual slide. Each binary file was divided into 16 squares of 0.84mm x 0.84 mm size. Total number, area and length of stained structures were calculated in each square. Patients’ age ranged from 36 to 84 years.19 cases were invasive ductal carcinomas and 1 case was invasive lobular carcinoma. Nine cases were luminal A, 9 cases luminal B and 2 cases were HER-2 subtype. For Ki67 scoring ndex,5 cases had <5%, 9 cases between 5-20% and 6 cases had more than 20%. There was a wide heterogeneity among total of 2.95 x10 6 analyzed tumor-associated vessels in 81 histological sections. Table-1 shows the characteristics and distribution pattern. Total number of vessels/mm2 of breast tissue Total area of vessels (μm2)/mm2 of breast tissue Total perimeter of vessels (μm)/mm2 of breast tissue Perimeter/vessel (μm) Area/vessel (μm2) Min 4.6 218.4 65.5 17.8 37.7 Max 87 4369.8 1274.5 45.4 139.3 Average (+SD) 30.7 (+19) 1573.9 (+1060.8) 448.3 (+286.7) 28.9 (+ 4.2) 71.6 (+ 17.9) Additional analysis of shape and pericyte coverage in these vessels is on its way. In conjunction with oxygenation data obtained by PAM,this can be used as a tumor vessel normalization assessment tool which can be used as a biomarker in anti-angiogenic treatments in breast cancers. Citation Format: Elham Fakhrejahani, Yasufumi Asao, Iku Yamaga, Masae Torii, Masahiro Takada, Toshiyuki Kitai, Tomoharu Sugie, Masakazu Toi. Morphological assessment of tumor-associated vessels: Automated image processing of whole tumor sections in invasive breast cancer. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 388. doi:10.1158/1538-7445.AM2013-388