This research study is evaluating whether the use of digital breast tomosynthesis and near-infrared tomographic optical breast imaging (DBT-TOBI) scans can predict the response of triple negative or HER2+ breast cancer to neoadjuvant chemotherapy. The study radiologic scan involved in this study is digital breast tomosynthesis (also called 3 Dimensional mammogram) combined with near-infrared tomographic optical breast imaging, or DBT-TOBI.
This research study is a Pilot Study, which is the first time investigators are examining this study device for this indication. The FDA (the U.S. Food and Drug Administration) has not approved DBT-TOBI as a diagnostic scan for this disease. The DBT-TOBI scan system is designed to deliver low power laser lights through a person's body tissue and collect data about the light that is transmitted through. In this study, the DBT-TOBI will be used to scan the breast. The data that can be collected through the scan is the total hemoglobin concentration and hemoglobin oxygen saturation. Hemoglobin is the protein found in red blood cells that is responsible for carrying oxygen to the various tissues in the body. These two data types are thought to provide insight into the response of the breast cancer to neoadjuvant chemotherapy treatment response. The researchers are looking to find if these scans will help show changes in the hemoglobin levels, thus showing how the cancer is reacting to treatment. The study is focused on 2 types of breast cancer called triple negative breast cancer and Human Epidermal Growth Factor Receptor 2 (HER2).
Study Type
INTERVENTIONAL
Allocation
NA
Purpose
DIAGNOSTIC
Masking
NONE
Enrollment
30
The DBT-TOBI scan system is designed to deliver low power laser lights through a person's body tissue and collect data about the light that is transmitted through
The MRI-TOBI scan system is designed to deliver low power laser lights through a person's body tissue and collect data about the light that is transmitted through. The MRI scan is completed at the same time as the TOBI scan. Participation in this part of the intervention is optional.
Massachusetts General Hospital Cancer Center
Boston, Massachusetts, United States
Determining whether DBT-TOBI total hemoglobin concentration measurements before cycle 3 of chemotherapy can predict pathological complete response (pCR) versus non-complete responses in breast cancer.
The primary aim is to evaluate whether early measurements of the total hemoglobin concentration ratio in the primary tumor vs. the surrounding tissue, as estimated by our DBT-TOBI system, can predict neoadjuvant chemotherapy response at the time of surgery. Measurements will be obtained at baseline and just before cycle 3 to determine whether DBT-TOBI is predictive of pathological complete response (pCR) versus non-complete response for Human Epidermal Growth Factor Receptor 2 (HER2) positive and Triple negative breast cancer patients undergoing neoadjuvant chemotherapy.
Time frame: 4 to 6 months
Determining the predictive performance of early DBT-TOBI scans before the 3rd cycle of chemotherapy in distinguishing pCR versus non-pCR based on changes in tissue hemoglobin oxygen saturation.
DBT-TOBI measurements of the changes in the ratio of hemoglobin oxygen saturation in the primary tumor versus surrounding normal area between the pre-treatment baseline and immediately before the 3rd cycle of therapy will be used to predict pathological outcome at surgery. The outcome will be quantified using the area under the curve (AUC) after estimating an empirical receiver operating characteristic (ROC) curve for predicting pCR vs non-pCR.
Time frame: 4-6 months
Determining whether other optical parameters measured by DBT-TOBI are predictive of the final pathologic response after neoadjuvant therapy.
DBT-TOBI will be used to measure changes in the ratio of tumor to normal hemoglobin oxygen saturation ratio (SO2,T/N) between the baseline and prior to cycle 3 scans, as well as changes in the temporal response of total hemoglobin concentration (HbTT/N) or oxygen saturation (SO2,T/N) under constant mammographic compression.
Time frame: 4-6 months
Determining whether DBT-TOBI total hemoglobin concentration measurements before the cycle 2 and after changing chemotherapy can predict pathological complete response (pCR) versus non-complete responses in breast cancer.
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DBT-TOBI measurements of the changes in the ratio of total hemoglobin concentration in the primary tumor versus surrounding normal area between the pre-treatment baseline and immediately before the 2nd cycle of therapy and immediately before any change in chemotherapy will be used to predict pathological outcome at surgery.
Time frame: 4-6 months
To investigate the ability of DBT-TOBI measurements to predict Residual Cancer Burden (RCB) groups 0 and 1 versus 2 and 3.
The various DBT-TOBI measurements (including the changes in the ratio of total hemoglobin concentration or oxygen saturation in the primary tumor versus surrounding normal area) between the pre-treatment baseline and immediately before the 3rd cycle of therapy and immediately before any change in chemotherapy will be used to predict pathological outcome at surgery. For this objective, the Residual Cancer Burden (RCB) categorization will be used and RCB 0/1 will be compared to RCB 2/3.
Time frame: 4-6 months
To investigate whether compression response-based optical property metrics are associated with lesion stiffness as measured by Magnetic Resonance Elastography.
The DBT-TOBI measurements under mammographic compression will be used to compare to the the measurements of tumor stiffness by Magnetic Resonance Imaging elastography. These measurements will be made at baseline and before the 3rd cycle of chemotherapy.
Time frame: 4-6 months
To assess the threshold values for detecting pathologic Complete Response (pCR) versus non-PCR and Residual Cancer Burden (RCB) 0/1 versus RCB 2/3, respectively, for changes in optical parameters at standard time points.
For this aim, a Receiver Operator Curve (ROC) will be estimated and used to determine the optimum cut-off value of optical parameters measured by DBT-TOBI from baseline to just prior to the 2nd or 3rd therapy cycle of chemotherapy, and from just before any chemotherapy change to just before the 2nd cycle with the second agent (as applicable), that distinguishes pCR from non-pCR and separately for RCB 0/1 from RCB 2/3.
Time frame: 4-6 months
To assess the threshold values for detecting pCR vs. non-PCR and RCB 0/1 versus RCB 2/3, respectively, for changes in MR derived tumor morphology from baseline to just prior the 3rd therapy cycle.
For this aim, a Receiver Operator Curve (ROC) will be estimated and used to determine the optimum cut-off value of MR derived tumor morphology from baseline to just prior to the 2nd or 3rd therapy cycle of chemotherapy, and from just before any chemotherapy change to just before the 2nd cycle with the second agent (as applicable), that distinguishes pCR from non-pCR and separately for RCB 0/1 from RCB 2/3.
Time frame: 4-6 months
To compare the predictive abilities between the Receiver Operator Curve (ROC) developed using DBT-TOBI and MR derived tumor morphology measurements to determine which measure more accurately predicts pathologic response.
For this aim, the Receiver Operator Curves (ROC) developed in Outcome 7 (using DBT-TOBI optical parameters) and 8 (using MR derived tumor morphology) will be compared and the difference will be used to determine which measure more accurately identifies patients with pCR vs non-PCR and patients with RCB 0/1 versus RCB 2/3.
Time frame: 4-6 months