Breast CancerNCT03785782
ARFI, VisR and DDAI Ultrasound for Improving Discrimination of Malignant and Unresponsive Breast Cancer
An observational study of Breast Cancer, run by UNC Lineberger Comprehensive Cancer Center at 1 site in United States.
Trial summary
Purpose: The purpose of this study is to evaluate in vivo the diagnostic relevance of ultrasound-derived metrics for stiffness, elasticity, viscosity, and anisotropy. Participants: Forty women with breast lesions that have a BIRADS-4 or BIRADS-5 rating and forty women undergoing neoadjuvant chemotherapy (NAC) for… Read more about this study
- Who is it for?
- Ages 30 to 90 years, women only
- Conditions the study is for
- Breast Cancer
- What is being tested?
- Ultrasound
- Type of treatment
- Medical device
- How many people
- 45 participants
- Where
- 1 siteUnited States
- Study dates
- 10 May 2018to 15 Jul 2021
- Phase
- Observational
- Are there results?
- Yes, posted in the registrySummary in the doctors' view
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 30 to 90 years
- Women only
- No healthy volunteers
- Adult, Older adult
Study population: Forty women with breast lesions that have a BIRADS-4 or BIRADS-5 rating and forty women undergoing neoadjuvant chemotherapy (NAC) for malignant breast lesions will be recruited.
Who may be able to join
- -
- Aim 1:
- Patients are 30-90 years of age
- Patients have breast masses with BIRADS 4a, 4b, 4c, or 5 rating
- Lesion is sonographically visible with B-Mode ultrasound on diagnostic workup
- Informed consent obtained and signed
Show all 21Show fewer
- Aim 2:
- Patients are 30-90 years
- Patients who are or will be undergoing neoadjuvant chemotherapy (NAC) for stage 2 or 3 malignant breast lesions
- Lesion is sonographically visible with B-Mode ultrasound on diagnostic workup
- Informed consent is obtained and signed
- Exclusion Criteria: Subjects who meet any of the exclusion criteria will be excluded from study participation for both Aim 1 and Aim 2.
- Inability to provide informed consent
- Inability to communicate in English
- Inability to remain motionless for 15 minutes
- Suspicious or malignant breast mass deeper than 3 cm from skin surface
- Previous biopsy or surgery to the site of the suspicious or malignant mass
- Patients who are pregnant
- Patients who are lactating
- Patients with a history of masectomy
- Patients with breast implants
Who cannot join
None listed.
Trial locations and contacts
1 site in 1 country.
United States1 site
University of North Carolina
Chapel Hill, North Carolina, 27599
About this study
Purpose: The purpose of this study is to evaluate in vivo the diagnostic relevance of ultrasound-derived metrics for stiffness, elasticity, viscosity, and anisotropy.
Participants: Forty women with breast lesions that have a BIRADS-4 or BIRADS-5 rating and forty women undergoing neoadjuvant chemotherapy (NAC) for malignant breast lesions will be recruited. Subjects will be recruited from the Breast Imaging Division of UNC Hospitals.
Procedures (methods): In this exploratory clinical study, the investigators will attempt to demonstrate that ARFI, VisR, and DDAI ultrasound reliably detect malignant breast masses (Aim #1) and distinguish masses that respond to chemotherapy from those that do not (Aim #2). The ARFI, VisR, and DDAI imaging location will be on the surface of the breast, above the suspicious or malignant mass. This unblinded, open-label, exploratory study will be conducted in 40 women with diagnosed BIRADS-4 or -5 masses in Aim #1 and in 40 women with malignant masses undergoing neoadjuvant chemotherapy (NAC) in Aim #2.
Read the detailed description
The primary objective of breast cancer screening is to identify early stage cancer, or precancerous lesions, at a time before symptoms emerge and when treatment is likely to result in a cure. Screening is beneficial when it averts progression of disease to metastasis and/or death, but adverse effects to patients (and unnecessary medical expense) may result downstream from false positives and indiscrimination of masses that will not respond to treatment. The sensitivity of digital mammography, the current screening standard in the US, has been reported in the range of 0.40 to 0.85, with a positive predictive value of 0.31. Sensitivity is increased by augmenting mammography with MRI and B-Mode ultrasound, but false positive rates may also increase3. There exists a vital need for a screening technology that exhibits high sensitivity and specificity for cancer detection with early identification of unresponsive masses.
This urgent need could be met by exploiting new imaging biomarkers. Specifically, the mechanical properties of breast tissue have been used for cancer detection, with both elasticity and viscosity demonstrated for discriminating malignant from benign lesions. Further, tissue anisotropy has been shown to correlate with core biopsy result and tumor grade, with large cancers significantly more anisotropic than small cancers. Importantly, while both MRI and ultrasound can be used to measure these biomarkers, ultrasound's cost effectiveness and ease of implementation render it an efficient platform to pursue.
The long-term goal of this research program is to develop a new ultrasound-based breast-screening tool to augment mammography. As a critical first step toward achieving this goal, the primary objective of the proposed research is to evaluate in vivo the diagnostic relevance of ultrasound-derived metrics for stiffness, elasticity, viscosity, and anisotropy. These biomarkers will be measured using novel, noninvasive ultrasound technologies under development in Dr. Gallippi's laboratory: 1) Acoustic Radiation Force Impulse (ARFI) ultrasound for interrogating tissue stiffness, 2) Viscoelastic Response (VisR) ultrasound for assessing tissue elasticity and viscosity, and 3) Dynamic Displacement Anisotropy Imaging (DDAI) for measuring tissue anisotropy. These technologies have been demonstrated previously for delineating atherosclerosis, muscular dystrophy, and renal dysfunction.
A.1.2.State the research question(s) (i.e., specific study aims and/or hypotheses).
The investigators hypothesize that ultrasound-derived stiffness, elasticity, viscosity, and anisotropy will correlate with lesion malignancy and response to treatment. To test this hypothesis, they will pursue the following specific aims:
Aim #1: Quantify the ability of ultrasound-derived stiffness, elasticity, viscosity, and anisotropy to detect malignancy. ARFI, VisR, and DDAI imaging will be performed on suspicious breast lesions in 40 women with BIRADS-4a, 4b, 4c, or -5 ratings. The diagnostic accuracy of imaging metrics will analyzed, with malignancy confirmed by histology as the outcome.
Aim #2: Quantify the ability of ultrasound-derived stiffness, elasticity, viscosity, and anisotropy to predict a positive response to treatment. ARFI, VisR, and DDAI imaging will be performed serially - once every four weeks over the course of neoadjuvant chemotherapy (NAC) - on malignant breast lesions in 40 women. Changes in outcome metrics over time will be correlated to overall reduction in tumor size (diameter and area). The ability of ultrasound metrics to predict a positive response to treatment will be examined. A positive response to treatment will be determined according to the Response Evaluation Criteria in Solid Tumors (RECIST) guidelines.
- Conditions
- Breast Cancer
- Being tested
- Ultrasound
- Keywords
- Screening
- Medical subject headings
- Breast Neoplasms
What participants receive
What participants receive. In a randomised study each person is assigned to one group by chance.
UltrasoundDevice
Breast ultrasound
| Study group | Role | What they receive |
|---|---|---|
| Women scheduled for biopsy | 40 participants with diagnosed BIRADS-4a, 4b, 4c, or -5 masses will be recruited. The investigators aim to have approximately 10 in each of the BIRADS categories (4a, 4b, 4c, 5), resulting in 40 total subjects for Aim #1. Receives: Device: Ultrasound | |
| Women scheduled for neoadjuvant chemo | 40 participants with malignant masses undergoing neoadjuvant chemotherapy (NAC) will be recruited. Receives: Device: Ultrasound |
What is being measured
The primary outcome is the main question the study is designed to answer.
Correlation of Peak Displacement (PD) for Detecting Malignancy
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate peak displacement (PD) and correlated with biopsy findings of malignant or benign.
Peak Displacement (PD) - Maximum displacement of tissue in the breast lesion after an Acoustic Radiation Force Impulse (ARFI) excitation.
Participants who have undergone breast ultrasonogram were categorized as BIRADS-4a, 4b, 4c, or -5 masses.
Measured: Baseline imaging
Weighted Correlation Between Peak Displacement (PD) to Predict Response to Neoadjuvant Chemotherapy.
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate peak displacement (PD) and correlated with biopsy findings of malignant or benign. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans.
Peak Displacement (PD) - Maximum displacement of tissue in the breast lesion after an Acoustic Radiation Force Impulse (ARFI) excitation.
Measured: Up to 8 months
Weighted Correlation Between Displacement at a Given Time (TD) for ARFI to Predict Response to Neoadjuvant Chemotherapy
The ultrasound data was processed to calculate displacement at a given time (TD) for ARFI and statistically correlated to response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Acoustic Radiation Force Impulse (ARFI) - Ultrasound imaging technique in which a sacoustic pulse is transmitted into tissue, causing it to displace and recover in <1 ms. The tissue displacement was used to estimate stiffness and viscosity. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesion not shrinking by 25% or more over the course of chemotherapy. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans.
Measured: Up to 8 months
Weighted Correlation Between Relative Elasticity (RE) to Predict Response to Neoadjuvant Chemotherapy.
The ultrasound data will be processed to calculate relative elasticity (RE) and statistically correlated to response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Relative Elasticity (RE) - Qualitative estimate for tissue stiffness in the breast lesion based on VisR imaging. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesion not shrinking by 25% or more over the course of chemotherapy. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans.
Measured: Up to 8 months
Weighted Correlation Between Relative Viscosity (RV) to Predict Response to Neoadjuvant Chemotherapy.
The ultrasound data will be processed to calculate relative viscosity (RV) and statistically correlated to response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Relative Viscosity (RV) - Qualitative estimate for tissue viscosity in the breast lesion based on VisR imaging. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesions not shrinking by 25% or more over the course of chemotherapy. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans.
Measured: Up to 8 months
Weighted Correlation Between Tissue Mass (TM) for VisR to Predict Response to Neoadjuvant Chemotherapy.
The ultrasound data will be processed to calculate tissue mass (TM) for VisR and statistically correlated to the response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Tissue Mass (TM) - Qualitative estimate for tissue mass in the breast lesion based on VisR imaging. Viscoelastic Response (VisR) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into the tissue, causing it to displace and recover. The tissue recovery curve is then fit to a mass-spring-damper physics model to estimate stiffness and viscosity. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesions not shrinking by 25% or more over the course of chemotherapy. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans.
Measured: Up to 8 months
Comparison of ARFI PD Values at 90o Versus 0o Transducer Orientations for DDAI to Predict Response to Neoadjuvant Chemotherapy.
The ultrasound data will be processed to calculate the ratio of ARFI PD values at 90o versus 0 o transducer orientations for DDAI and statistically correlated to the response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Acoustic Radiation Force Impulse (ARFI) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into the tissue, causing it to displace and recover in less than a millisecond. The tissue displacement can be tracked and used to estimate stiffness and viscosity. Peak Displacement (PD) - Maximum displacement of tissue in the breast lesion after an ARFI excitation. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesions not shrinking by 25% or more. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks btwn.
Measured: Up to 8 months
Comparison of Ratio of ARFI PD Values at 90o Versus 0o Transducer Orientations for DDAI to Predict Response to Neoadjuvant Chemotherapy.
The ultrasound data was processed to calculate ratio of VisR RE values at 90o versus 0o transducer orientations for DDAI and statistically correlated to response of treatment with neoadjuvant chemotherapy. Values were weighted based on the number of imaging visits during subjects' treatment. Participants were imaged at baseline and end of each chemo cycle. Patients were imaged 3-8 times w/ 3-4 weeks btwn scans.
Viscoelastic Response (VisR) - Ultrasound technique in which an acoustic pulse is transmitted into the tissue, causing it to displace and recover. Tissue recovery is fit to a mass-spring-damper physics model to estimate stiffness and viscosity.
Relative Elasticity (RE) - Qualitative estimate for tissue stiffness in the breast lesion based on VisR imaging.
Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy.
Non-responders to chemo - Defined as lesions not shrinking by 25% or more over the course of chemotherapy.
Measured: Up to 60 days
Weighted Correlation Between Ratio of RV Values at 90o Versus 0o Transducer Orientations for DDAI to Predict Response to Neoadjuvant Chemotherapy.
The ultrasound data will be processed to calculate ratio of RV values at 90o versus 0o transducer orientations for DDAI and statistically correlated to response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans.
Relative Viscosity (RV) - Qualitative estimate for tissue viscosity in the breast lesion based on VisR imaging.
Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy.
Non-responders to chemo - Defined as lesion not shrinking by 25% or more over the course of chemotherapy.
Measured: Up to 8 months
Correlation of Displacement at a Given Time (TD) for Detecting Malignancy.
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate displacement at a given time (TD) for ARFI and correlated with biopsy findings of malignant or benign.
Acoustic Radiation Force Impulse (ARFI) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into tissue, causing it to displace and recover in less than a millisecond. The tissue displacement can be tracked and used to estimate stiffness and viscosity.
Participants were imaged at baseline.
Measured: Baseline
Correlation of Relative Elasticity (RE) for Detecting Malignancy.
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate relative elasticity (RE) and correlated with biopsy finding of malignant or benign.
Relative Elasticity (RE) - Qualitative estimate for tissue stiffness in the breast lesion based on VisR imaging.
Measured: Baseline
Correlation of Relative Viscosity (RV) for Detecting Malignancy.
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate relative viscosity (RV) and correlated with biopsy findings of malignant or benign.
Relative Viscosity (RV) - Qualitative estimate for tissue viscosity in the breast lesion based on VisR imaging. Participants were imaged according to their neoadjuvant chemotherapy schedule, at baseline and end of each chemotherapy type
Measured: Baseline
Correlation of Tissue Mass (TM) for VisR for Detecting Malignancy
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate tissue mass (TM) for VisRand correlated with biopsy findings of malignant or benign. Participants were imaged according to their neoadjuvant chemotherapy schedule, at baseline and end of each chemotherapy type Viscoelastic Response (VisR) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into the tissue, causing it to displace and recover. The tissue recovery curve is then fit to a mass-spring-damper physics model to estimate stiffness and viscosity.
Measured: Baseline
Correlation of Ratio of ARFI PD Values at 90o Versus 0o Transducer Orientations for Detecting Malignancy.
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate ratio of ARFI PD values at 90o versus 0o transducer orientations for DDAI and correlated with biopsy findings of malignant or benign. Participants were imaged according to their neoadjuvant chemotherapy schedule, at baseline and end of each chemotherapy type Acoustic Radiation Force Impulse (ARFI) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into the tissue, causing it to displace and recover in less than a millisecond. The tissue displacement can be tracked and used to estimate stiffness and viscosity.
Peak Displacement (PD) - Maximum displacement of tissue in the breast lesion after an ARFI excitation.
Measured: Baseline
Correlation of Ratio of VisR RE Values at 90o Versus 0o Transducer Orientations for Detecting Malignancy.
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate the ratio of VisR RE values at 90o versus 0o transducer orientations for DDAI and correlated with biopsy findings of malignant or benign. Participants were imaged according to their neoadjuvant chemotherapy schedule, at baseline and end of each chemotherapy type Viscoelastic Response (VisR) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into the tissue, causing it to displace and recover. The tissue recovery curve is then fit to a mass-spring-damper physics model to estimate stiffness and viscosity.
Relative Elasticity (RE) - Qualitative estimate for tissue stiffness in the breast lesion based on VisR imaging.
Measured: Baseline
Correlation of Ratio of VisR RV Values at 90o Versus 0o Transducer Orientations for Detecting Malignancy.
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate ratio of VisR RV values at 90o versus 0o transducer orientations for DDAI and correlated with biopsy findings of malignant or benign. Participants were imaged according to their neoadjuvant chemotherapy schedule, at baseline and end of each chemotherapy type Displacement at Time (TD) - Displacement of tissue in the breast lesion at time t=0.2 ms after an ARFI excitation.
Viscoelastic Response (VisR) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into tissue, causing it to displace and recover. The tissue recovery curve is then fit to a mass-spring-damper physics model to estimate stiffness and viscosity.
Relative Viscosity (RV) - Qualitative estimate for tissue viscosity in the breast lesion based on VisR imaging.
Measured: Baseline
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted24 Dec 2018
- Study start10 May 2018
- Primary completion15 Jul 2021
- Study completion15 Jul 2021
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Posted resultsParticipant flow, outcome measures and adverse events reported by the sponsor.
- Other trials for Breast CancerStudies of the same condition, open and under way.
- More trials run by UNC Lineberger Comprehensive Cancer CenterThe sponsor's other registered studies.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Observational
- Observational model
- Cohort
- Time perspective
- Prospective
- Enrolment
- 45 participants (actual)
Sponsor and investigators
- Lead sponsor
- UNC Lineberger Comprehensive Cancer Center
- Sponsor type
- University, hospital or other
- Responsible party
- Sponsor
- Investigators
- Caterina Gallippi, PhD, Principal investigator, University of North Carolina
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT03785782
- Sponsor's protocol ID
- LCCC1745
- Status last verified
- Feb 2025
- First submitted
- 14 Dec 2018
- Last updated
- 20 Feb 2025
- Results posted
- Yes, on ClinicalTrials.gov
- Data monitoring committee
- No
- FDA-regulated drug
- No
- FDA-regulated device
- Yes
- Individual data sharing
- Yes: Deidentified individual data that supports the results will be shared beginning 9 to 36 months following publication provided the investigator who proposes to use the data has approval from an Institutional Review Board (IRB), Independent Ethics Committee (IEC), or Research Ethics Board (REB), as applicable, and executes a data use/sharing agreement with UNC.
Study at a glance
From the registry record, last updated by the sponsor on 20 Feb 2025. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- ARFI, VisR and DDAI Ultrasound for Improving Discrimination of Malignant and Unresponsive Breast Cancer
- ClinicalTrials.gov ID
- NCT03785782
- Acronym / sponsor ID
- LCCC1745
- Conditions
- Breast Cancer
- Keywords
- Screening
- Study type
- Observational
- Recruitment status
- Completed
- Enrolment
- 45 participants (actual)
- Lead sponsor
- UNC Lineberger Comprehensive Cancer CenterUniversity, hospital or other
- Study start
- 10 May 2018 (actual)
- Primary completion
- 15 Jul 2021 (actual)
- Study completion
- 15 Jul 2021 (actual)
- First posted
- 24 Dec 2018 (actual)
- Results
- Posted 9 Dec 2024
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
Purpose: The purpose of this study is to evaluate in vivo the diagnostic relevance of ultrasound-derived metrics for stiffness, elasticity, viscosity, and anisotropy.
Participants: Forty women with breast lesions that have a BIRADS-4 or BIRADS-5 rating and forty women undergoing neoadjuvant chemotherapy (NAC) for malignant breast lesions will be recruited. Subjects will be recruited from the Breast Imaging Division of UNC Hospitals.
Procedures (methods): In this exploratory clinical study, the investigators will attempt to demonstrate that ARFI, VisR, and DDAI ultrasound reliably detect malignant breast masses (Aim #1) and distinguish masses that respond to chemotherapy from those that do not (Aim #2). The ARFI, VisR, and DDAI imaging location will be on the surface of the breast, above the suspicious or malignant mass. This unblinded, open-label, exploratory study will be conducted in 40 women with diagnosed BIRADS-4 or -5 masses in Aim #1 and in 40 women with malignant masses undergoing neoadjuvant chemotherapy (NAC) in Aim #2.
Detailed description
The primary objective of breast cancer screening is to identify early stage cancer, or precancerous lesions, at a time before symptoms emerge and when treatment is likely to result in a cure. Screening is beneficial when it averts progression of disease to metastasis and/or death, but adverse effects to patients (and unnecessary medical expense) may result downstream from false positives and indiscrimination of masses that will not respond to treatment. The sensitivity of digital mammography, the current screening standard in the US, has been reported in the range of 0.40 to 0.85, with a positive predictive value of 0.31. Sensitivity is increased by augmenting mammography with MRI and B-Mode ultrasound, but false positive rates may also increase3. There exists a vital need for a screening technology that exhibits high sensitivity and specificity for cancer detection with early identification of unresponsive masses.
This urgent need could be met by exploiting new imaging biomarkers. Specifically, the mechanical properties of breast tissue have been used for cancer detection, with both elasticity and viscosity demonstrated for discriminating malignant from benign lesions. Further, tissue anisotropy has been shown to correlate with core biopsy result and tumor grade, with large cancers significantly more anisotropic than small cancers. Importantly, while both MRI and ultrasound can be used to measure these biomarkers, ultrasound's cost effectiveness and ease of implementation render it an efficient platform to pursue.
The long-term goal of this research program is to develop a new ultrasound-based breast-screening tool to augment mammography. As a critical first step toward achieving this goal, the primary objective of the proposed research is to evaluate in vivo the diagnostic relevance of ultrasound-derived metrics for stiffness, elasticity, viscosity, and anisotropy. These biomarkers will be measured using novel, noninvasive ultrasound technologies under development in Dr. Gallippi's laboratory: 1) Acoustic Radiation Force Impulse (ARFI) ultrasound for interrogating tissue stiffness, 2) Viscoelastic Response (VisR) ultrasound for assessing tissue elasticity and viscosity, and 3) Dynamic Displacement Anisotropy Imaging (DDAI) for measuring tissue anisotropy. These technologies have been demonstrated previously for delineating atherosclerosis, muscular dystrophy, and renal dysfunction.
A.1.2.State the research question(s) (i.e., specific study aims and/or hypotheses).
The investigators hypothesize that ultrasound-derived stiffness, elasticity, viscosity, and anisotropy will correlate with lesion malignancy and response to treatment. To test this hypothesis, they will pursue the following specific aims:
Aim #1: Quantify the ability of ultrasound-derived stiffness, elasticity, viscosity, and anisotropy to detect malignancy. ARFI, VisR, and DDAI imaging will be performed on suspicious breast lesions in 40 women with BIRADS-4a, 4b, 4c, or -5 ratings. The diagnostic accuracy of imaging metrics will analyzed, with malignancy confirmed by histology as the outcome.
Aim #2: Quantify the ability of ultrasound-derived stiffness, elasticity, viscosity, and anisotropy to predict a positive response to treatment. ARFI, VisR, and DDAI imaging will be performed serially - once every four weeks over the course of neoadjuvant chemotherapy (NAC) - on malignant breast lesions in 40 women. Changes in outcome metrics over time will be correlated to overall reduction in tumor size (diameter and area). The ability of ultrasound metrics to predict a positive response to treatment will be examined. A positive response to treatment will be determined according to the Response Evaluation Criteria in Solid Tumors (RECIST) guidelines.
Study design
- Observational model
- Cohort
- Time perspective
- Prospective
- Number of arms
- 2
| Arm | Type | Receives |
|---|---|---|
| Women scheduled for biopsy | – | Device: Ultrasound40 participants with diagnosed BIRADS-4a, 4b, 4c, or -5 masses will be recruited. The investigators aim to have approximately 10 in each of the BIRADS categories (4a, 4b, 4c, 5), resulting in 40 total subjects for Aim #1. |
| Women scheduled for neoadjuvant chemo | – | Device: Ultrasound40 participants with malignant masses undergoing neoadjuvant chemotherapy (NAC) will be recruited. |
Who may qualify
- Ages
- 30 to 90 years
- Sex
- Female only
- Healthy volunteers
- Not accepted
- Age groups
- Adult, Older adult
- Study population
- Forty women with breast lesions that have a BIRADS-4 or BIRADS-5 rating and forty women undergoing neoadjuvant chemotherapy (NAC) for malignant breast lesions will be recruited.
Key inclusion criteria (21 listed)
- -
- Patients are 30-90 years of age
- Patients have breast masses with BIRADS 4a, 4b, 4c, or 5 rating
- Lesion is sonographically visible with B-Mode ultrasound on diagnostic workup
- Informed consent obtained and signed
Key exclusion criteria (0 listed)
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Interventions
| Intervention | Type | Arms |
|---|---|---|
| UltrasoundBreast ultrasound | Device | Women scheduled for biopsy, Women scheduled for neoadjuvant chemo |
Primary outcome
Correlation of Peak Displacement (PD) for Detecting Malignancy
Time frame: Baseline imaging
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate peak displacement (PD) and correlated with biopsy findings of malignant or benign. Peak Displacement (PD) - Maximum displacement of tissue in the breast lesion after an Acoustic Radiation Force Impulse (ARFI) excitation. Participants who have undergone breast ultrasonogram were categorized as BIRADS-4a, 4b, 4c, or -5 masses.
Weighted Correlation Between Peak Displacement (PD) to Predict Response to Neoadjuvant Chemotherapy.
Time frame: Up to 8 months
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate peak displacement (PD) and correlated with biopsy findings of malignant or benign. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans. Peak Displacement (PD) - Maximum displacement of tissue in the breast lesion after an Acoustic Radiation Force Impulse (ARFI) excitation.
Weighted Correlation Between Displacement at a Given Time (TD) for ARFI to Predict Response to Neoadjuvant Chemotherapy
Time frame: Up to 8 months
The ultrasound data was processed to calculate displacement at a given time (TD) for ARFI and statistically correlated to response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Acoustic Radiation Force Impulse (ARFI) - Ultrasound imaging technique in which a sacoustic pulse is transmitted into tissue, causing it to displace and recover in <1 ms. The tissue displacement was used to estimate stiffness and viscosity. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesion not shrinking by 25% or more over the course of chemotherapy. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans.
Weighted Correlation Between Relative Elasticity (RE) to Predict Response to Neoadjuvant Chemotherapy.
Time frame: Up to 8 months
The ultrasound data will be processed to calculate relative elasticity (RE) and statistically correlated to response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Relative Elasticity (RE) - Qualitative estimate for tissue stiffness in the breast lesion based on VisR imaging. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesion not shrinking by 25% or more over the course of chemotherapy. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans.
Weighted Correlation Between Relative Viscosity (RV) to Predict Response to Neoadjuvant Chemotherapy.
Time frame: Up to 8 months
The ultrasound data will be processed to calculate relative viscosity (RV) and statistically correlated to response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Relative Viscosity (RV) - Qualitative estimate for tissue viscosity in the breast lesion based on VisR imaging. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesions not shrinking by 25% or more over the course of chemotherapy. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans.
Weighted Correlation Between Tissue Mass (TM) for VisR to Predict Response to Neoadjuvant Chemotherapy.
Time frame: Up to 8 months
The ultrasound data will be processed to calculate tissue mass (TM) for VisR and statistically correlated to the response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Tissue Mass (TM) - Qualitative estimate for tissue mass in the breast lesion based on VisR imaging. Viscoelastic Response (VisR) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into the tissue, causing it to displace and recover. The tissue recovery curve is then fit to a mass-spring-damper physics model to estimate stiffness and viscosity. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesions not shrinking by 25% or more over the course of chemotherapy. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans.
Comparison of ARFI PD Values at 90o Versus 0o Transducer Orientations for DDAI to Predict Response to Neoadjuvant Chemotherapy.
Time frame: Up to 8 months
The ultrasound data will be processed to calculate the ratio of ARFI PD values at 90o versus 0 o transducer orientations for DDAI and statistically correlated to the response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Acoustic Radiation Force Impulse (ARFI) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into the tissue, causing it to displace and recover in less than a millisecond. The tissue displacement can be tracked and used to estimate stiffness and viscosity. Peak Displacement (PD) - Maximum displacement of tissue in the breast lesion after an ARFI excitation. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesions not shrinking by 25% or more. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks btwn.
Comparison of Ratio of ARFI PD Values at 90o Versus 0o Transducer Orientations for DDAI to Predict Response to Neoadjuvant Chemotherapy.
Time frame: Up to 60 days
The ultrasound data was processed to calculate ratio of VisR RE values at 90o versus 0o transducer orientations for DDAI and statistically correlated to response of treatment with neoadjuvant chemotherapy. Values were weighted based on the number of imaging visits during subjects' treatment. Participants were imaged at baseline and end of each chemo cycle. Patients were imaged 3-8 times w/ 3-4 weeks btwn scans. Viscoelastic Response (VisR) - Ultrasound technique in which an acoustic pulse is transmitted into the tissue, causing it to displace and recover. Tissue recovery is fit to a mass-spring-damper physics model to estimate stiffness and viscosity. Relative Elasticity (RE) - Qualitative estimate for tissue stiffness in the breast lesion based on VisR imaging. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesions not shrinking by 25% or more over the course of chemotherapy.
Weighted Correlation Between Ratio of RV Values at 90o Versus 0o Transducer Orientations for DDAI to Predict Response to Neoadjuvant Chemotherapy.
Time frame: Up to 8 months
The ultrasound data will be processed to calculate ratio of RV values at 90o versus 0o transducer orientations for DDAI and statistically correlated to response of treatment with neoadjuvant chemotherapy. These values were weighted based on the number of imaging visits during subjects' treatment. Participants were imaged at baseline and end of each chemotherapy cycle. Patients were imaged 3-8 times w/ 3-4 weeks between scans. Relative Viscosity (RV) - Qualitative estimate for tissue viscosity in the breast lesion based on VisR imaging. Response to chemo - Defined as the lesion shrinking by 25% or more over the course of chemotherapy. Non-responders to chemo - Defined as lesion not shrinking by 25% or more over the course of chemotherapy.
Correlation of Displacement at a Given Time (TD) for Detecting Malignancy.
Time frame: Baseline
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate displacement at a given time (TD) for ARFI and correlated with biopsy findings of malignant or benign. Acoustic Radiation Force Impulse (ARFI) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into tissue, causing it to displace and recover in less than a millisecond. The tissue displacement can be tracked and used to estimate stiffness and viscosity. Participants were imaged at baseline.
Correlation of Relative Elasticity (RE) for Detecting Malignancy.
Time frame: Baseline
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate relative elasticity (RE) and correlated with biopsy finding of malignant or benign. Relative Elasticity (RE) - Qualitative estimate for tissue stiffness in the breast lesion based on VisR imaging.
Correlation of Relative Viscosity (RV) for Detecting Malignancy.
Time frame: Baseline
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate relative viscosity (RV) and correlated with biopsy findings of malignant or benign. Relative Viscosity (RV) - Qualitative estimate for tissue viscosity in the breast lesion based on VisR imaging. Participants were imaged according to their neoadjuvant chemotherapy schedule, at baseline and end of each chemotherapy type
Correlation of Tissue Mass (TM) for VisR for Detecting Malignancy
Time frame: Baseline
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate tissue mass (TM) for VisRand correlated with biopsy findings of malignant or benign. Participants were imaged according to their neoadjuvant chemotherapy schedule, at baseline and end of each chemotherapy type Viscoelastic Response (VisR) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into the tissue, causing it to displace and recover. The tissue recovery curve is then fit to a mass-spring-damper physics model to estimate stiffness and viscosity.
Correlation of Ratio of ARFI PD Values at 90o Versus 0o Transducer Orientations for Detecting Malignancy.
Time frame: Baseline
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate ratio of ARFI PD values at 90o versus 0o transducer orientations for DDAI and correlated with biopsy findings of malignant or benign. Participants were imaged according to their neoadjuvant chemotherapy schedule, at baseline and end of each chemotherapy type Acoustic Radiation Force Impulse (ARFI) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into the tissue, causing it to displace and recover in less than a millisecond. The tissue displacement can be tracked and used to estimate stiffness and viscosity. Peak Displacement (PD) - Maximum displacement of tissue in the breast lesion after an ARFI excitation.
Correlation of Ratio of VisR RE Values at 90o Versus 0o Transducer Orientations for Detecting Malignancy.
Time frame: Baseline
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate the ratio of VisR RE values at 90o versus 0o transducer orientations for DDAI and correlated with biopsy findings of malignant or benign. Participants were imaged according to their neoadjuvant chemotherapy schedule, at baseline and end of each chemotherapy type Viscoelastic Response (VisR) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into the tissue, causing it to displace and recover. The tissue recovery curve is then fit to a mass-spring-damper physics model to estimate stiffness and viscosity. Relative Elasticity (RE) - Qualitative estimate for tissue stiffness in the breast lesion based on VisR imaging.
Correlation of Ratio of VisR RV Values at 90o Versus 0o Transducer Orientations for Detecting Malignancy.
Time frame: Baseline
The correlation of each ultrasound metric will be analyzed by constructing separate receiver operating characteristic (ROC) curves. The ultrasound data were processed to calculate ratio of VisR RV values at 90o versus 0o transducer orientations for DDAI and correlated with biopsy findings of malignant or benign. Participants were imaged according to their neoadjuvant chemotherapy schedule, at baseline and end of each chemotherapy type Displacement at Time (TD) - Displacement of tissue in the breast lesion at time t=0.2 ms after an ARFI excitation. Viscoelastic Response (VisR) - Ultrasound imaging technique in which a strong acoustic pulse is transmitted into tissue, causing it to displace and recover. The tissue recovery curve is then fit to a mass-spring-damper physics model to estimate stiffness and viscosity. Relative Viscosity (RV) - Qualitative estimate for tissue viscosity in the breast lesion based on VisR imaging.
Results and safety
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Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 20 Feb 2025.
- Posted resultsParticipant flow, baseline, all outcome measures and adverse events.
- Individual participant dataSharing planned: Yes. Deidentified individual data that supports the results will be shared beginning 9 to 36 months following publication provided the investigator who proposes to use the data has approval from an Institutional Review Board (IRB), Independent Ethics Committee (IEC), or Research Ethics Board (REB), as applicable, and executes a data use/sharing agreement with UNC.
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part. This study is not recruiting at the moment.
Caterina Gallippi, PhD principal investigator
University of North Carolina
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
An observational study of Breast Cancer, run by UNC Lineberger Comprehensive Cancer Center at 1 site in United States.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 21 inclusion and 0 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: finished, as of the sponsor's last update on 20 Feb 2025. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in United States. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
Yes. Results are posted in the registry (first posted 9 Dec 2024). A summary is in the For doctors view, and the full results are on ClinicalTrials.gov.
How can a doctor refer a patient or contact the research team?
The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
Correlation of Peak Displacement (PD) for Detecting Malignancy (time frame: Baseline imaging). The study lists 16 primary outcomes in all. It is what the study was designed to measure, not a finding.
Where can I read the original study information?
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 20 Feb 2025.