ER, Breast Cancer, AI ER, Breast Cancer, AI

Process APP

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RUO

ER, Breast Cancer, AI

In immunohistochemistry (IHC), estrogen receptor (ER) is used to determine prognosis and as a predictive marker for anti-estrogen in breast cancer. The American Society of Clinical Oncology/College of American Pathologists (ASCO/CAP) recommends that the ER status of patients is determined on all invasive breast cancers and breast cancer recurrences [1]. It is recommended that the ER status of the tumor is considered positive if there are at least 1 % positive tumor nuclei in a tissue sample.

This APP provides the number of positive nuclei as well as the total number of nuclei. Additionally, intensity of the staining and an Allred Score can be exported.  

The APP works fully automated in an integrated setting, from detecting the patient tissue and invasive tumor tissue to exporting the relevant outputs about the quantified nuclei.

Figure 1

Figure 1

After separating the patient tissue from the control tissue, the APP automatically finds the invasive tumor tissue and distinguishes it from normal tissue, necrosis or carcinoma in situ regions. The APP will disregard any non invasive tissue for further analysis.

Figure 2

Figure 2

Outlines of identified invasive tissue. Nuclei will be detected and classified inside these regions.

Figure 3

Figure 3

Nuclei within the invasive tissue are detected and classified based on their staining as positive or negative nuclei.

Figure 4

Figure 4

Example of a patient tissue with a high positive percentage.
Artefact areas of excess stain are being ignored by the nuclear detection.

Details

Quantitative Output variables

The outputs of the device are:

Total Nuclei [#],

which is the total count of detected nuclei in all invasive tissue

Positive Nuclei [%],
which is a value between 0 and 100 and is calculated as

Positive Nuclei [%] = (Number of ER positive nuclei)/(Total number of nuclei) × 100

An optional output is the

Allred Score,
which is a value between 0 and 8 and is calculated as

Allred Score = Proportion Score + Intensity Score

where Proportion Score is a value between 0 and 5 which reflects the positive percentage, and Intensity Score is a value between 0 and 3 which reflects the intensity of the ER positive nuclei.

Additional outputs can be also configured:

Neg Nuclei (#), which is the number of tumor nuclei negative for ER
Pos Nuclei (#), which is the number of tumor nuclei positive for ER
Allred Proportion Score
Allred Intensity Score

References

1. Allison KH et al., Estrogen and Progesterone Receptor Testing in Breast Cancer: ASCO/CAP Guideline Update. J Clin Oncol. 2020 Apr 20;38(12):1346-1366.  Link

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