HER2 Status Research Articles

Abstract LBO1-01: Neoadjuvant pembrolizumab or placebo plus chemotherapy followed by adjuvant pembrolizumab or placebo for early-stage triple-negative breast cancer: Updated event-free survival results from the phase 3 KEYNOTE-522 study

Abstract Background: In KEYNOTE-522 (NCT03036488), neoadjuvant pembrolizumab (pembro) plus chemotherapy (chemo) followed by adjuvant pembro showed statistically significant and clinically meaningful improvements in pathological complete response (pCR) and event-free survival (EFS) compared with neoadjuvant placebo (pbo) plus chemo followed by adjuvant pbo in patients (pts) with early-stage triple-negative breast cancer (TNBC). Here, we present updated EFS results after a median follow-up of ~5 y. Methods: Eligible pts with previously untreated, non-metastatic, centrally confirmed TNBC (stage T1c N1-2 or T2-4 N0-2 per American Joint Committee on Cancer) were randomized 2:1 to neoadjuvant pembro 200 mg Q3W or placebo (pbo), both given with 4 cycles of paclitaxel + carboplatin, then with 4 cycles of doxorubicin or epirubicin + cyclophosphamide. After definitive surgery, pts received adjuvant pembro or pbo for 9 cycles or until recurrence or unacceptable toxicity. Dual primary endpoints are pCR (ypT0/Tis ypN0) and EFS (time from randomization to disease progression that precluded definitive surgery, local/distant recurrence, second primary cancer, or death from any cause). Results: 1174 pts were randomized to pembro (n=784) or pbo (n=390) group. At data cutoff (March 23, 2023), median follow-up was 63.1 mo. 145 pts (18.5%) in the pembro group and 108 pts (27.7%) in the pbo group had an EFS event (hazard ratio [HR] 0.63 [95% CI, 0.49-0.81]). The 60-mo EFS rate (95% CI) was 81.3% (78.4-83.9) vs 72.3% (67.5-76.5), respectively; the median was not reached in either group. The benefit of neoadjuvant pembro + chemo followed by adjuvant pembro versus neoadjuvant chemo alone was consistent with the primary EFS results in all 5 sensitivity analyses, showing durable and robust EFS benefit in the pembro arm. The EFS benefit with pembro was consistent across prespecified subgroups, including PD-L1 expression, nodal status, disease stage, menopausal status, HER2 status, and lactate dehydrogenase (LDH) level (table). In a prespecified, non-randomized, exploratory analysis, 5-yr EFS rates in the pembro and pbo groups were 92.2% vs 88.2% in pts with a pCR, and 62.6% vs 52.3% in pts without a pCR. Additional analyses will be included in the presentation. Follow-up for OS is ongoing Conclusions: Neoadjuvant pembro + chemo followed by adjuvant pembro continues to show a clinically meaningful improvement in EFS compared with neoadjuvant chemo alone in pts with early-stage TNBC. This is seen across subgroups and regardless of the pCR outcome. Table. EFS results in overall population and by subgroup Citation Format: Peter Schmid, Javier Cortés, Rebecca Dent, Lajos Pusztai, Heather McArthur, Sherko Küemmel, Carsten Denkert, Yeon Hee Park, Rina Hui, Nadia Harbeck, Masato Takahashi, Theodoros Foukakis, Marie-Ange Mouret-Reynier, Marta Ferreira, Seock-Ah Im, Fatima Cardoso, Yu Ding, Wilbur Pan, Konstantinos Tryfonidis, Joyce O'Shaughnessy. Neoadjuvant pembrolizumab or placebo plus chemotherapy followed by adjuvant pembrolizumab or placebo for early-stage triple-negative breast cancer: Updated event-free survival results from the phase 3 KEYNOTE-522 study [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr LBO1-01.

Abstract PO2-13-03: Spatial HER2 heterogeneity on HER2-PET in HER2-low and negative disease: potential biomarker for antibody-drug conjugate effect

Abstract Background: Anti-HER2 antibody drug conjugates (ADCs) can assert an effect in part of patients with HER2-low breast cancer. In light of patient burden and financial sustainability, biomarkers to select responding patients are urgently needed, but so far, none have been identified. In the IMPACT trial (NCT01957332), patients with newly diagnosed and non-rapidly progressive metastatic breast cancer (MBC) of all subtypes (including HER2-negative, -low, and –positive disease) were included. We assessed the performance of Zirconium-89 (89Zr)-trastuzumab positron emission tomography (HER2-PET) in HER2-low and negative MBC. Methods: All patients received extensive workup, including a metastasis biopsy and HER2-PET at baseline. HER2 status was determined by immunohistochemistry (IHC) and in situ hybridization. ⁸⁹Zr-trastuzumab uptake was quantified as maximum and mean standardized uptake values (SUVmax, SUVmean) in metastases and healthy background tissue. Quantitative ⁸⁹Zr-trastuzumab uptake of all metastases and corresponding biopsied metastasis, was related to HER2 IHC status. Results: In 200 patients, ⁸⁹Zr-trastuzumab uptake was quantified in 5,163 metastases. With increasing HER2 IHC status, uptake was higher (geometric mean SUVmax 7.0, 7.6, 7.3, and 17.4 with HER2 IHC 0, 1, 2, or 3+, in respectively 71, 71, 20, and 24 biopsied metastases (P  0.001 between IHC 0 and 3+). SUVmax in lesions was heterogeneous within and between patients for all HER2 IHC groups. All HER2 IHC groups, also HER2-negative and -low, had uptake exceeding that of the healthy background (geometric mean tumor-to-background ratio SUVmax >1 in all groups, increasing with higher HER2 IHC). Of patients with a HER2 IHC 0 biopsy, 27.8% had at least one metastasis elsewhere in the body, with uptake exceeding the overall 90th SUVmax percentile of 14.6; in HER2 low IHC1+ and 2+, this was 31.9% and 30%. Conclusions: In this largest series with HER2-PET in patients with MBC, we show that ±30% of patients with HER2-low or -negative IHC in the biopsy, in fact, have metastases with high HER2 uptake elsewhere in the body. This spatial heterogeneity provides novel insights into HER2-negative and -low disease compared to standard HER2 IHC of a single biopsy. As HER2-PET uptake is related to ADC response in HER2 positive MBC1, HER2-PET is a potential biomarker for anti-HER2 ADC effect in HER2-low and -negative MBC as well. Reference: 1. Gebhart G, et al. Ann Oncol 2016;27(4): 619-624. Supported by the Dutch Cancer Society grant 2012-5565 Citation Format: Carolien Schroder, Jasper van Geel, Bertha Eisses, Adrienne Brouwers, Sjoerd Elias, Frederike Bensch, Evelien Kuip, Agnes Jager, Andor Glaudemans, Bert van der Vegt, Willemien Menke-van der Houven van Oordt, Elisabeth de Vries. Spatial HER2 heterogeneity on HER2-PET in HER2-low and negative disease: potential biomarker for antibody-drug conjugate effect [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO2-13-03.

Abstract PO2-13-11: High circulating tumor DNA (ctDNA) concentration was associated with shorter progression free survival in patients with metastatic breast cancer

Abstract Background: Metastatic breast cancer can be classified into different subtypes depending on hormone receptor (HR) and HER2 status. The subtype can change during tumor progression, and repeated biopsy is needed to deliver the most appropriate treatment every time a new lesion is found. It is not always possible to get a new biopsy from metastatic sites, and therefore liquid biopsy using circulating tumor DNA (ctDNA) is suggested as an alternative method to replace conventional biopsy. Methods: We performed a prospective serial collection of 65 ctDNA samples from 17 patients with metastatic breast cancer (mBC) at Seoul National University Hospital from October 2020 to March 2022. We used IMBdx AlphaLiquid®100 method to detect the genetic changes and analyzed the correlation with clinical outcomes. Results: Median age was 45 (range 32 – 62). Fifteen patients (88.2%) were relapsed mBC and most of the patients (14/17: 82.4%) were HR-positive and HER2-negative. Most of the patients had their ctDNA examined at baseline and at the time of maximal response and/or at progression. Fifteen patients (88.2%) received systemic therapy including hormone therapy, anti-HER2 therapy, and cytotoxic chemotherapy. Eight patients (47.1%) were on the first-line treatment for mBC, and 7 patients (41.2%) were on the second or later lines for mBC at the time of baseline sampling. The concentration of ctDNA and the sum of mutated allelic frequency was calculated for each sample. The ctDNA concentration ranged from 0.71 to 1386.00 ng/mL, and the median value was 5.37 ng/mL. We dichotomized these samples into two groups, with ctDNA concentration either higher or lower than the median value. Then we analyzed progression free survival (PFS) of each group. Patients with higher ctDNA concentration showed shorter PFS (7 mo. vs. not reached, p< 0.001). The sum of mutated allelic frequency ranged from 0.00% to 223.46% and the median value was 6.36%. Patients with higher mutated allelic frequency showed shorter PFS (6 mo. vs. 22 mo., p< 0.001). In addition, the PFS was significantly worse in patients who had mutated PIK3CA (5 mo vs. 22 mo, p< 0.001). The patients with mutated TP53 also showed shorter PFS (6 mo vs. 17 mo, p< 0.001) in univariate analysis. High estrogen receptor positivity in immunohistochemistry was correlated with lower mutated allelic frequency in ctDNA (p=0.003) but had no impact on the concentration of ctDNA (p=0.165). The concentration of ctDNA differed by metastatic sites. Patients with metastases to bones (p=0.007), liver (p< 0.001), soft tissue or lymph nodes (p=0.002) were more likely to have higher concentrations of ctDNA, while patients with brain metastases had significantly lower ctDNA concentration (p=0.006). When the sum of mutated allelic frequency of ctDNA and metastatic sites was analyzed, bone (p=0.001), liver (p< 0.001), and soft tissue or lymph node (p< 0.001) metastases had a positive correlation, while brain had negative correlation (p=0.017). Lung or pleural metastases had no significant correlation with ctDNA, neither concentration (p=0.271) nor mutated allelic frequency (p=0.965). Conclusion: Patients with mBC with higher concentrations of ctDNA or higher mutated allelic frequency of ctDNA at baseline showed significantly shorter PFS. PIK3CAmt and TP53mt detected by liquid biopsy could be used as a poor prognostic biomarkers for mBC patients. Citation Format: Hanbaek Yi, Tae-Yong Kim, Myung Geun Song, Hwang-Phill Kim, Tae-You Kim, Jinyong Kim, Dae-Won Lee, Kyung-Hun Lee, Seock-Ah Im. High circulating tumor DNA (ctDNA) concentration was associated with shorter progression free survival in patients with metastatic breast cancer [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO2-13-11.

Abstract PO1-16-02: Correlation of Circulating Tumor Cells (CTC) with Clinical Characteristics, Pathological Factors, and Treatment Response in Patients with Metastatic Breast Cancer (MBC)

Abstract Background: Circulating Tumor Cells (CTC) can be isolated in 40-80% of patients with metastatic breast cancer (MBC). High levels of CTC, defined as ≥5/7.5 ml of blood are associated with shorter progression-free survival and overall survival. CTC can be tested for clinically relevant biomarkers, such as ER, and HER2 status, and have the potential to guide therapy as well as help with disease monitoring. We investigated CTC detection rate, its correlation with clinical characteristics, pathological characteristics, and response to treatment in patients with any type of metastatic breast cancer who progressed on at least one line of therapy. Methods: Eligible patients with MBC were enrolled in the IMAGE-II study (Individualized Molecular Analyses Guide Efforts in Breast Cancer) NCT02965755, in which we obtained archival tissue as part of the standard of care, and prospectively collected serial blood samples for CTC analysis. We compared CTC levels and biomarker status with clinical factors, tissue-based pathology, and molecular biomarkers. We assessed whether changes in CTC count correlated with treatment response. Blood samples were collected at baseline (Day 1), after 1-2 weeks of therapy, after 8-12 weeks, and at subsequent restaging (every 8-12 weeks). Medical records were reviewed every 3 months for ongoing treatment response, and death. Samples were processed at the Biocept CLIA-certified Laboratory. CTC were enumerated by the presence of CD45- and DAPI+ cells. Further CTC characterization was performed by antibody staining of specific protein biomarkers (ER, HER2). Fisher’s exact test was used to evaluate the association between baseline CTC < 5 and ≥5/7.5ml with patient characteristics. McNemar’s test was used to assess discordance between tissue-based and CTC-defined markers. Results: Between 1/26/2018 and 12/31/22 baseline samples were collected from 70 women with a median age of 56 (36-82) who were enrolled at four study sites. CTC was detected in 59 (84%) of participants. Baseline CTC counts were < 5/7.5 ml in 37/59 (63%) and ≥5/7.5 ml in 22/59 (37%) of participants. Differences between breast cancer subtype and CTC-receptor status were observed (Table 1). Among the 41 patients who were ER-positive, 31 (76%) were CTC ER-negative(p< 0.001). Among 29 patients who were ER-negative, 4 (14%) were CTC ER-Positive (P< 0.001). Among the 7 patients who were HER2 positive, 2(29%) were HER2 positive on CTC. Among 63 patients who were HER2 negative, 7(11%) had HER2 expression on their CTC. The discordance in the classification of HER2 wasn't statistically significant (p=0.77). Elevated CTC at baseline was more frequently detected in younger participants (< 50 years old) (55% vs 27%; P=0.22), in Black women compared to White (60 % vs 29 %, P=0.27), and in participants with visceral vs non-visceral metastasis (52% vs 28 %, P=0.40). Patients with CTC ≥5 vs < 5/7.5mL at baseline had a shorter duration of anti-HER2-based therapy (61.5 vs 836 days, p=0.04). There were no statistically significant differences among participants who received chemotherapy agents (316.5 vs 365.5 days, P=0.88), endocrine therapy (376 vs 490 days, P=0.89), or overall therapy (272 vs 390 days, P=0.21). Conclusions: We observed significant differences in the expression of ER between tumor tissue and CTC, which can be partly due to tumor evolution over time. Additionally, participants who are young, Black, and those who have visceral metastasis may have higher CTC counts. Higher CTC counts were associated with a shorter duration of anti-HER2 therapy. Although it didn’t meet statistical significance, a similar trend was observed in patients who received chemotherapy and endocrine therapy. Table 1: MBC Tissue-Based Subtype and CTC-receptor status at baseline Citation Format: Asnakech Bayable, Tingchang Wang, Amanda Blackford, Jessica Tao, Jenna Canzoniero, Seoho Lee, Faith Too, Barbara Blouw, Mary Wilkinson, Rima Couzi, Antonio Wolff, Christie Hiton, Ben Park, Vered Stearns, Cesar Santa-Maria. Correlation of Circulating Tumor Cells (CTC) with Clinical Characteristics, Pathological Factors, and Treatment Response in Patients with Metastatic Breast Cancer (MBC) [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO1-16-02.

Abstract PS10-04: The Landscape of Somatic Genetic Alterations in Breast Cancers from Carriers of Germline Pathogenic Variants in DNA-repair Genes

Abstract Background: Hereditary breast cancer in carriers of germline pathogenic or likely pathogenic variants (PVs) in ATM, BRCA1, BRCA2, CHEK2, and PALB2 have unique clinicopathological characteristics compared to sporadic breast cancer. However, very little is known about the underlying differences in somatic genetic alterations between hereditary and sporadic breast cancer. Methods: The study included 7,533 individuals with breast cancer subjected to Tempus xT tumor-normal matched sequencing (596-648 genes). The frequencies of the somatic genetic alterations in each gene were compared separately between tumors arising in individuals with incidental germline PVs (gATM, gBRCA1, gBRCA2, gCHEK2, gPALB2) and sporadic breast tumors. Sporadic tumors were identified as individuals with no detected incidental germline PVs in these 5 genes. Comparisons were made by either Pearson’s Chi-squared or Fisher’s exact test, with false discovery rate (FDR) correction for multiple testing. Breast cancer subtype was determined based on the record of IHC positivity for ER, PR, or HER2. Detection of ERBB2 (HER2) gene amplifications via DNA sequencing was also used to classify samples as HER2+ in the absence of available IHC data. Results: The median age at breast cancer diagnosis for the cohort was 56 years. More than two-thirds of the patients were White (73%) while 14% identified as Black or African American. The overall frequency of incidental germline PVs in each gene was 0.8% for gATM, 1.4% for gBRCA1, 2.1% for gBRCA2, 1.0% for CHEK2, and 0.7% for PALB2. A total of 3,648 (48.4%) tumors were ER+/PR+/HER2-, 1,297 (17.2%) were triple-negative (TNBC), 841 (11.2%) were HER2+ and 1,747 (23.2%) could not be classified due to missing ER, PR or HER2 status, or absence of detected ERBB2 amplifications. Among ER+/PR+/HER2- breast cancers, compared to sporadic tumors, ESR1 mutations were significantly enriched in gATM carriers (33% vs. 11%, q-value 0.05), TP53 alterations were significantly enriched in gBRCA1 PV carriers (69% vs. 30%, q-value < 0.001) but depleted in gATM (12% vs. 30%, q-value 0.4) and gCHEK2 PV carriers (5.4% vs. 30%, q-value 0.06), and PIK3CA (14% vs. 35%, q-value 0.001) and CCND1 (3.4% vs. 17%, q-value 0.02) alterations were significantly lower in gBRCA2 PV carriers. Among TNBC, TP53 alterations were also significantly higher in gBRCA1 PV carriers compared to sporadic tumors (96% vs. 69%, q-value 0.004). In HER2+ breast cancers, ERBB2 alterations were observed in approximately two-thirds of the tumors, and a significant difference was not observed between incidental hereditary and sporadic tumors. Among ER+/PR+/HER2- tumors, although not statistically significant, the frequency of ESR1 (3.1% vs. 11%, q-value >0.9), PIK3CA (12% vs. 35%, q-value 0.2) alterations were lower in incidental gBRCA1 versus sporadic tumors, FGFR1 alterations were lower in incidental gBRCA1 (6.2% vs. 13%, q-value >0.9) and incidental gBRCA2 (3.4% vs. 13%, q-value 0.13) but enriched in incidental gATM (33% vs. 13%, q-value 0.05). Conclusions: The observed differences in the frequencies of CCND1, ESR1, PIK3CA, TP53, and other key genetic alterations between incidental hereditary and sporadic breast cancer highlight the unique tumor biology of breast cancer in germline PV carriers and have significant implications for understanding tumorigenesis and identifying therapeutic strategies for the management of hereditary breast cancer. Citation Format: Minxuan Huang, Melissa Stoppler. The Landscape of Somatic Genetic Alterations in Breast Cancers from Carriers of Germline Pathogenic Variants in DNA-repair Genes [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PS10-04.

Abstract PS11-03: Comparison of next-generation sequencing (NGS) results from the cerebrospinal fluid, peripheral blood, and systemic metastatic tumor tissue of patients with metastatic breast cancer (MBC) and leptomeningeal disease (LMD)

Abstract Introduction. Leptomeningeal disease (LMD) is a devastating complication of advanced malignancies and occurs in 5-15% of patients (pts) with metastatic breast cancer (MBC). Molecular characterization of the primary tumor to identify actionable mutations is standard of care, and targeted therapies have significantly improved survival. In contrast, metastatic tumors to the central nervous system (CNS) are not routinely assessed for the presence of actionable mutations, so the frequency and concordance of actionable mutations centrally vs. peripherally is not well characterized. In this single-center prospective study, we collected cerebrospinal fluid (CSF) in pts with known or suspected LMD and performed next generation sequencing (NGS) to evaluate the status of actionable mutations in the CSF and compared these results with NGS from matched peripheral blood and systemic metastatic tumor samples. Methods. We enrolled sixteen (16) pts with MBC and suspected or confirmed LMD at a single academic center from 2021-2023 in this non-therapeutic prospective study and collected CSF, peripheral blood, and archival systemic tumor samples from each pt. We used NGS to evaluate the status of actionable biomarkers in the CSF, blood, and tissue using the following NGS platforms: CNSide (Biocept) for CSF; Guardant 360, Foundation One CDx and CNSide for blood; and Caris and the UCSF CLIA-validated UCSF500 panel for the systemic metastatic tumor samples. We also evaluated CSF tumor cell enumeration and HER2 status in a subset of pts (CNSide). Results. Of the sixteen pts with MBC and suspected or confirmed LMD, 81% (13/16) were ultimately determined to be LMD-positive based on positive CSF cytology and/or convincing MRI imaging, including 6 pts with HR+/HER2- MBC, 6 pts with metastatic triple negative breast cancer (mTNBC), and 1 pt with HR+/HER2+ MBC; 3 pts were determined to be LMD-negative based on similar criteria. Of the 6 pts with HR+/HER2- MBC and LMD, NGS detected actionable mutations in the CSF in 67% (4/6), including two pts with PIK3CA E545E, one pt with both PIK3CA E542K and ERBB2 amplification, and 1 pt with ESR1 Y537S. Matched NGS analysis of the peripheral blood and/or systemic metastatic tissue showed concordance with PIK3CA E542K detected across tissue types in two pts, but discordance across tissue types in the other pts, including ESR1 detected systemically in two pts but not in the CSF. Of the 6 pts with mTNBC and LMD, CSF NGS detected actionable mutations in the CSF in 17% (1/6) of pts, including one pt with PIK3CA E542K; analysis of blood NGS for this pt is pending. 3 pts (50%) had mutations in TP53 in the CSF (1 pt with R273H and two pts with K132R), which were concordant across tissue types in all 3 pts. NGS did not detect any variants in the CSF of the one pt with HR+/HER2+ MBC and LMD. CSF tumor cell enumeration and central HER2 status will also be reported. Conclusion. This study demonstrates that NGS can detect actionable mutations in the CSF of pts with MBC and LMD. We observed concordance and heterogeneity in the status of actionable mutations between the CSF, peripheral blood, and systemic metastatic tumor tissue. Larger studies are needed to assess the clinical utility of these observations, particularly with the development of several novel targeted agents that are CNS-penetrant. Citation Format: Laura Huppert, Lindy Her, Christine Hodgdon, Susie Brain, Carol Simmons, Jo Chien, Melanie Majure, Hope Rugo, Mark Jesus Magbanua, Ron Balassanian, Michelle Melisko. Comparison of next-generation sequencing (NGS) results from the cerebrospinal fluid, peripheral blood, and systemic metastatic tumor tissue of patients with metastatic breast cancer (MBC) and leptomeningeal disease (LMD) [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PS11-03.

Abstract PO3-02-08: Risk factors and a new predictive nomogram for predicting the Non-sentinel Lymph Node Metastasis in 708 early-stage Breast Cancer Patients with Positive Sentinel Nodes in China

Abstract Objective: The management of positive sentinel lymph node biopsies (SLNB) in patients with early-stage breast cancer remains a matter of controversy. Some studies have shown that not all breast cancer patients with positive sentinel lymph nodes (SLNs) benefit from further axillary lymph node dissection (ALND). Our study aims to analyse the risk factors and construct a new nomogram to predict non-sentinel lymph node (NSLN) metastasis in Chinese early-stage breast cancer patients with positive sentinel lymph nodes. Methods: The clinical data of 708 patients with early-stage breast cancer who attended The Fourth Hospital of Hebei Medical University for surgical treatment from January 2016 to December 2021 was retrospectively analyzed. All of them were female breast cancer patients with positive sentinel lymph nodes and underwent ALND. The patients were divided into modeling group and validation group according to the time of treatment. The patients in the modeling group were divided into a positive NSLN group and a negative NSLN group. The characteristics: age, maximum tumor diameter, the number of positive SLNs, proportion of positive SLNs, vessel carcinoma embolus, nerve invasion, status of ER, PR, HER-2 and Ki-67 were included in the analysis. And the independent risk factors of NSLN metastasis were screened by univariate (chi-square test) and multivariate (logistic regression) analysis. A nomogram model was established according to the screened independent risk factors, and the model was externally validated by the validation group. The ROC curve was plotted to calculate the area under the curve (AUC) and evaluate the predictive power of the nomogram model. A calibration curve and decision curve analysis (DCA) were used to evaluate the performance of the model. Results: Among the 708 patients, (modeling group n=410, validation group n=298), the average age, average number of positive SLNs, and NSLN positive rate were 50.9±11.1, 1.55±0.87 and 25.71%. The univariate analysis revealed statistically significant differences in the number of positive SLNs (P< 0.001), the proportion of positive SLNs (P < 0.001), vessel carcinoma embolus (P=0.001), nerve invasion (P=0.012), and ER status (P=0.029) in the NSLN-positive group compared with the negative group. The multifactorial logistic regression analysis revealed that the number of positive SLN (P=0.002; OR: 1.700; 95% CI: 1.219-2.370), the proportion of positive SLN (P=0.048; OR: 3.214; 95% CI: 1.001-10.490), vessel carcinoma embolus (P=0.010; OR: 2.076; 95% CI: 1.194-3.612), nerve invasion (P=0.024; OR: 2.119; 95% CI: 1.221-3.678), and ER status (P=0.045; OR: 2.978; 95% CI: 1.022-8.675) were independent risk factors for NSLN positivity. Furthermore, the nomogram was built using these 5 factors and validated on 298 patients in the validation group. The AUC was 0.728 (P< 0.001; 95%CI: 0.673-0.784) in the modeling group and 0.810 (P<0.001; 95%CI: 0.735-0.886) in the validation group. The calibration curves of the modeling and validation groups were close to the ideal curve, and DCA also showed that the model could be applied in clinical practice. Conclusion: For early-stage breast cancer with positive SLNs, these factors as the positive number of SLNs > 2, the ratio of positive SLNs > 50%, vessel carcinoma embolus, nerve invasion and ER-positive could predict NSLN metastasis well. The proposed nomogram appears to accurately estimate the likelihood of positive NSLNs and may greatly help the surgeon to decide intraoperatively whether to perform further ALND and avoid non-essential ALND as well as postoperative complications. Citation Format: Zhenchuan Song, Xueyi Zhao, Liu Yang. Risk factors and a new predictive nomogram for predicting the Non-sentinel Lymph Node Metastasis in 708 early-stage Breast Cancer Patients with Positive Sentinel Nodes in China [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO3-02-08.

Abstract PS11-01: Brain metastases in metastatic breast cancer: prevalence per line of treatment and cumulative incidence in a cohort of 18075 real-world patients

Abstract BACKGROUND Historic data suggest that incidence of brain metastasis (BM) is relatively distributed over time in HER2-positive (HER2+) breast cancer (BC), occurs early in triple negative BC (TNBC), and occurs late in hormone receptor-positive (HR+) metastatic BC (mBC). However, the timing of BM relative to line of therapy has not been well described. We describe the prevalence per line of therapy and cumulative incidence of BM in a large real-world cohort of patients (pts) with mBC, by BC subtype and line of therapy. METHODS This analysis used data from the longitudinal US Flatiron Health de-identified database, which provides unstructured and structured electronic health record-derived data from >2.6 million pts with cancer in ~800 unique sites of care. Eligible pts had initiated a first line of treatment (index data) for mBC up to March 1, 2021, to allow for ≥2 years potential follow-up time. Baseline characteristics were assessed, and pts categorized by HER2 and HR status: 1) HR+, HER2+; 2) HR+, HER2–, 3) HR–, HER2+ and 4) TNBC (i.e., negative for HR and HER2). For the last two categories, HER2-low subsets were defined based on immunohistochemistry results (1+, 2+, or equivocal). Lines of therapy were derived using both treatment regimens and progression data. The primary outcome was the first diagnosis of BM. The prevalence of BM was evaluated by subtype, at the index date, and by the line of therapy. The cumulative incidence function (CIF) of BM was used to estimate the risk of BM in pts free of BM at the index date, and death was treated as a competing event. RESULTS Overall, 18075 pts were included (HR+, HER2+: 3062 pts [16.9%]; HR–, HER2+: 902 pts [5.0%]; HR+, HER2–: 12331 pts [68.2%] [HR+, HER2-low: 7062 (39.1%)]; TNBC: 1780 pts [9.8%] [HR–, HER2-low: 725 pts (4.0%)]). Median age at the index date was 64 years (interquartile range: 54, 73) and 10271pts (56.8%) had visceral metastasis. In total, 5951 pts (32.9%) had de novo disease, 12090 (66.9%) had recurrent disease, and 34 (0.2%) did not have available data for mBC type. The table shows the number of pts by line of therapy, prevalence of BM, and cumulative incidence of BM from the index date. Of the included pts, 1306 (7.2%) had a BM at the index date; the CIF was run on the remaining 16973 pts. Overall, 2248 pts (13.2%) had an incident BM event during follow-up (HR+, HER2+: 578 events; HR–, HER2+: 237 events; HR+, HER2–: 1119 events [HR+, HER2-low: 619 events]; TNBC: 314 events [HR–, HER2-low: 124 events]), 9314 had a competing event, and 5411 were censored. By fourth-line therapy, the prevalence of BM was 26.1% in HR+, HER2+; 37.1% in HR–, HER2+; 24.7% in TNBC (HR–, HER2-low: 27.9%); but remained low at 7.2% in HR+, HER2– (HR+, HER2-low: 9.4%). The cumulative incidence of BM at 60 months was 23% in HR+, HER2+, 34% in HR–, HER2+, 10% in HR+, HER2–, and, 22% in TNBC. Overall, the HER2-low subsets had BM prevalence and cumulative incidence that were very close to those that were HER2–. CONCLUSIONS This large analysis of real-world data demonstrates that the prevalence of BM across pts with mBC differs by tumor subtype and by line of therapy. Conversely, HER2-low status may have limited impact. The cumulative incidence of BM was highest in the HR–, HER2+ and TNBC subgroups, and lowest in the HR+, HER2– subgroup; despite this, due to the high proportion of HER2–, HR+ mBC cases, the HR+, HER2– group represented the largest number of BM events. These data emphasize the need for clinical and biologic predictors of BM and for strategies to prevent their onset, and provide information on the impact of BM inclusion and exclusion criteria in clinical trials for pts with mBC. Number of patients by line of therapy, prevalence of BM, and cumulative incidence of BM from the index date BM, brain metastasis; HR, hormone receptor, pts, patients; TNBC, triple negative breast cancer. Citation Format: Sarah Sammons, Jose Leone, Thibaut Sanglier, Peter Lambert, Filippo Montemurro, Raf Poppe, Eleonora Restuccia, Sara Tolaney, Nancy Lin. Brain metastases in metastatic breast cancer: prevalence per line of treatment and cumulative incidence in a cohort of 18075 real-world patients [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PS11-01.

Abstract PO5-01-01: The comparison of HER2 low and HER2 0 in ductal carcinoma in situ (DCIS) for breast cancer

Abstract Background: Trastuzumab deruxtecan is a standard of care after prior chemotherapy for metastatic breast cancer with HER2 low. HER2 low recognized as a new category of breast cancer. The definition of HER2 low is IHC 1+ or IHC 2+/ISH- in invasive ductal components. We have already reported the frequency and prognosis of HER2 positive and low in invasive cancer (Breast Cancer. 2022;29:234-241), but the distribution and characteristics of HER2 low in ductal carcinoma in situ (DCIS) is unknown. It is also well known that HER2 expression is higher in DCIS than in invasive cancer. We focused on the frequency of HER2 low in DCIS, performed an analysis of its frequency and characteristics, and compared to DCIS with HER2 0. Methods: We retrospectively examined breast cancer patients with DCIS and invasive ductal carcinoma (IDC) who underwent surgery at our institution between 2005 and 2015. Regarding the expression status of HER2, we classified cases into three groups: HER2 0, HER2-low (defined as IHC 1+ or IHC 2+/ISH-), and HER2-positive (IHC 2+/ISH+ or IHC 3+), and investigated their frequency. We analyzed the relationship between HER2 expression and Van Nuys classification, as well as the relationship between HER2 expression and ER expression, using the chi-square test. Results: A total of 726 DCIS patients were included in this analysis. The patient demographics showed a median age of 52 years (range: 20-84), with 413 patients (56.9%) undergoing total mastectomy and 311 patients (42.8%) undergoing breast-conserving surgery (two cases had unknown surgical procedures). The expression of HER2 in DCIS patients was observed as HER2-0, low and positive in 100 (13.8%), 474 (65.3%) and 152 patients (20.9%), respectively. The expression of HER2 in IDC was observed as HER2 0, low and positive in 838 (17.1%), 3169 patients (64.4%) and 911 patients (18.5%) (Table 1). DCIS tended to have higher HER2 expression(P=0.048). Then we compared the characteristics of HER2 0 and HER2 low in DCIS. Table 2 shows the relation between Van Nuys classification and HER2 expression. Van Nuys classification was evaluated in 346 cases. Van Nuy grade 3 accounted for 4.8% of the HER2 0 cases and 15.8% of the HER2 low cases. HER2 low cases tend to have higher grades(P < 0.01). Table 3 shows the relation between ER expression and HER2 expression. ER negative accounted for 5% of HER2 0 cases and 8.4% of HER2 low cases. ER negatives tended to be more common in Her2 low cases(P < 0.01). Conclusion: HER2 low is not considered a molecular biological classification, but rather a classification of the target of treatment for Trastuzumab deruxtecan. In our study, comparing HER2 0 and HER2 low, HER2 low tended to have higher grade and lower ER expression. Further investigation including basic research is needed to clarify the biological meaning of her2 low. Table1: The frequency of HER2 expression in DCIS and IDC Table2: The relationship between Van Nuys classification and HER2 expression Table3: The relationship between ER status and HER2 expression Citation Format: Nari Kureyama, Maho Kusudo, Akira Nakakami, Rie Komaki, Yuka Endo, Kazuki Nozawa, Ayumi Kataoka, Haruru Kotani, Akiyo Yoshimura, Masaya Hattori, Masataka Sawaki, Hiroji Iwata. The comparison of HER2 low and HER2 0 in ductal carcinoma in situ (DCIS) for breast cancer [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO5-01-01.

Abstract PO5-01-04: HER2 Amplification Level and Focal/Broad Region Size as Predictors of Treatment Response in Neoadjuvant Chemotherapy and Anti-HER2 Therapy for HER2-Positive Breast Cancer

Abstract Background: Neoadjuvant chemotherapy combined with anti-HER2 therapy has become the standard treatment approach for HER2-positive breast cancer. However, not all HER2-positive patients can achieve pathological complete response after neoadjuvant therapy. This raises the question of which subset of HER2+ patients derive the greatest benefit from pre-operative HER2-targeted treatment. Therefore, this study aims to determine whether the level and amplification region size of HER2 amplification are associated with the efficacy of neoadjuvant chemotherapy combined with anti-HER2 therapy. Methods: A total of 523 breast cancer samples were collected from 2017 to 2018, among which 202 cases were HER2-positive patients. Among these, 55 HER2-positive patients received neoadjuvant chemotherapy combined with anti-HER2 targeted therapy. The amplification status of HER2 was assessed using immunohistochemistry/fluorescence in situ hybridization (IHC/FISH) and next-generation sequencing (NGS). The HER2/CEP17 ratio, determined by FISH, was used to represent the amplification level of HER2. The size of the amplification region was calculated using NGS and neighboring genes located in chr17q. Amplification regions smaller than 1 Mb were classified as focal amplification, while those larger than 1 Mb were classified as broad amplification. Results: We compared the HER2/ERBB2 status of 523 breast cancer patients using different detection methods and found a high concordance between ERBB2 amplification detected by NGS and HER2-positivity detected by IHC and FISH, with a sensitivity of 96.0%, specificity of 97.8%, and overall concordance of 97.1%. Based on the HER2/CEP17 ratio determined by FISH, we observed that using a threshold of 6 for classification, the high amplification group had a significantly higher pCR rate compared to the low amplification group (86.7% vs. 41.7%; p=0.037, odds ratio [OR]=0.121, 95% confidence interval [CI]: 0.009-0.919). Moreover, the focal amplification group showed a higher pCR rate compared to the broad amplification group (65.9% vs. 30.8%, p=0.051, OR=0.237, 95% CI: 0.045-1.035). Additionally, within the low amplification group (HER2/CEP17 < 6), the pCR rate was 66.7% for focal amplification and 20% for broad amplification, suggesting that focal amplification of ERBB2 may further guide clinical benefit in the low HER2/CEP17 ratio group. Conclusion: This study demonstrates a high concordance between ERBB2 amplification determined by NGS and HER2-positivity determined by IHC/FISH. High HER2/CEP17 ratio and focal amplification of ERBB2 are associated with a higher pCR rate in neoadjuvant chemotherapy combined with anti-HER2 targeted therapy. Citation Format: Ning Liao, Guochun Zhang, Xinze Lv, Kai Li, Ting Hou, Zhou Zhang. HER2 Amplification Level and Focal/Broad Region Size as Predictors of Treatment Response in Neoadjuvant Chemotherapy and Anti-HER2 Therapy for HER2-Positive Breast Cancer [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO5-01-04.

Abstract PO1-27-06: HER2 Amplification Level and Focal/Broad Region Size as Predictors of Treatment Response in Neoadjuvant Chemotherapy and Anti-HER2 Therapy for HER2-Positive Breast Cancer

Abstract Background: Neoadjuvant chemotherapy combined with anti-HER2 therapy has become the standard treatment approach for HER2-positive breast cancer. However, not all HER2-positive patients can achieve pathological complete response after neoadjuvant therapy. This raises the question of which subset of HER2+ patients derive the greatest benefit from pre-operative HER2-targeted treatment. Therefore, this study aims to determine whether the level and amplification region size of HER2 amplification are associated with the efficacy of neoadjuvant chemotherapy combined with anti-HER2 therapy. Methods: A total of 523 breast cancer samples were collected from 2017 to 2018, among which 202 cases were HER2-positive patients. Among these, 55 HER2-positive patients received neoadjuvant chemotherapy combined with anti-HER2 targeted therapy. The amplification status of HER2 was assessed using immunohistochemistry/fluorescence in situ hybridization (IHC/FISH) and next-generation sequencing (NGS). The HER2/CEP17 ratio, determined by FISH, was used to represent the amplification level of HER2. The size of the amplification region was calculated using NGS and neighboring genes located in chr17q. Amplification regions smaller than 1 Mb were classified as focal amplification, while those larger than 1 Mb were classified as broad amplification.> Results: We compared the HER2/ERBB2 status of 523 breast cancer patients using different detection methods and found a high concordance between ERBB2 amplification detected by NGS and HER2-positivity detected by IHC and FISH, with a sensitivity of 96.0%, specificity of 97.8%, and overall concordance of 97.1%. Based on the HER2/CEP17 ratio determined by FISH, we observed that using a threshold of 6 for classification, the high amplification group had a significantly higher pCR rate compared to the low amplification group (86.7% vs. 41.7%; p=0.037, odds ratio [OR]=0.121, 95% confidence interval [CI]: 0.009-0.919). Moreover, the focal amplification group showed a higher pCR rate compared to the broad amplification group (65.9% vs. 30.8%, p=0.051, OR=0.237, 95% CI: 0.045-1.035). Additionally, within the low amplification group (HER2/CEP17 < 6), the pCR rate was 66.7% for focal amplification and 20% for broad amplification, suggesting that focal amplification of ERBB2 may further guide clinical benefit in the low HER2/CEP17 ratio group. Conclusion: This study demonstrates a high concordance between ERBB2 amplification determined by NGS and HER2-positivity determined by IHC/FISH. High HER2/CEP17 ratio and focal amplification of ERBB2 are associated with a higher pCR rate in neoadjuvant chemotherapy combined with anti-HER2 targeted therapy. Citation Format: Ning Liao, Guochun Zhang, Xinze Lv, Kai Li, Ting Hou, Zhou Zhang. HER2 Amplification Level and Focal/Broad Region Size as Predictors of Treatment Response in Neoadjuvant Chemotherapy and Anti-HER2 Therapy for HER2-Positive Breast Cancer [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO1-27-06.

Abstract PO1-14-10: Comprehensive clinicogenomic characterization of inflammatory breast cancer

Abstract BACKGROUND: Inflammatory breast cancer (IBC) is a rare type of breast cancer associated with a unique clinical presentation and overall poor outcomes, recognized as a distinct category by the AJCC staging system. The biological mechanisms driving the IBC phenotype are relatively undefined—partially due to a lack of comprehensive, large-scale genomic studies and limited clinical cohorts. Here, we report one of the largest, subtype-informed clinicogenomic characterizations of IBC to date. METHODS: A retrospective analysis of 2457 patients with metastatic breast cancer who underwent targeted tumor-only DNA-sequencing (OncoPanel, up to 447 cancer-associated genes) was performed at Dana-Farber Cancer Institute. Clinicopathologic, single nucleotide variant (SNV), copy number variant (CNV) and tumor mutational burden (TMB) comparisons were made between IBC and non-IBC cases. Median follow-up was 28.1 months. RESULTS: Our profiled cohort included 140 patients with IBC specimens (n = 68 primary tumors, 72 metastatic tumors) and 2317 patients with non-IBC specimens (n = 702 primaries, 65 local recurrences, 1550 metastases). Of these, 87.4% of patients were White, 4.7% Black, 3.6% Asian or Pacific Islander, and 4.3% other/unknown. Clinicopathologic differences between IBC and non-IBC cases were consistent with previous reports—including younger age at diagnosis of metastatic disease (51 vs 54 years, p = 0.04), and a higher proportion of grade 3, estrogen receptor-negative and HER2-positive tumors (p < 0.001). Among the hormone-receptor (HR)-positive subtype, IBC tumors showed a significant enrichment in Luminal B (LumB)-inferred disease (62.5% vs 39.8%, p < 0.005), defined as tumors with grade 3 or progesterone receptor staining < 10%. The most recurrent somatic alterations spanning all subtypes in IBC were TP53 (72%), ERBB2 (32%), PIK3CA (24%), CCND1 (12%), MYC (9%), FGFR1 (8%) and GATA3 (8%). A multivariate logistic regression analysis accounting for HR and HER2 status revealed a significant enrichment in TP53 SNVs in IBC vs non-IBC (OR 2.08 [95% CI 1.34-3.24], adjusted p-value 0.04). Frequency of TP53 alterations in IBC vs non-IBC cases was 85.1% vs 64.3% in HER2-positive and 50.0% vs 27.7% in HR-positive disease—with an enrichment of TP53 mutations in IBC LumB-inferred tumors vs non-LumB (64% vs 26%, p < 0.05). When comparing HR+ IBC LumB vs HR+ non-IBC LumB cases, TP53 mutations were again enriched (p < 0.05)—suggesting LumB-like histopathology is not the only driving feature of TP53 enrichment in HR+ IBC. TMB did not differ substantially between IBC and non-IBC and no other statistically significant enrichments were observed, including when grouping mutations into six canonical cancer pathways (cell cycle, Notch signaling, PI3K pathway, RTK/RAS signaling, TP53 pathway and WNT signaling). CONCLUSIONS: Taken together, this study provides a comprehensive landscape of somatic alterations in a large cohort of patients with metastatic IBC and non-IBC. Our data support a lack of major genomic differences other than enrichments in TP53 mutations and an associated LumB-like histopathology. These results both reinforce the importance of TP53 mutations in IBC biology and suggest additional analyses beyond somatic DNA-level changes are warranted. Future efforts with the DFCI IBC cohort will assess germline-somatic interactions, non-genomic or transcriptomic characterizations, and potential environmental influences to better understand the mechanisms driving this unique disease. Citation Format: Nolan Priedigkeit, Beth Harrison, Melissa Hughes, Robert Shue, Yvonne Li, Gregory Kirkner, Claire Remolano, Sarah Strauss, Janet Files, Anne-Marie Feeney, Ayesha Mohammed-Abreu, Ana Garrido-Castro, Romualdo Barroso-Sousa, Brittany Bychkovsky, Faina Nakhlis, Jennifer Bellon, Tari King, Bruce Johnson, Lynette Sholl, Deborah Dillon, Beth Overmoyer, Sara Tolaney, Andrew Cherniack, Nancy Lin, Filipa Lynce. Comprehensive clinicogenomic characterization of inflammatory breast cancer [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO1-14-10.

Abstract PO2-05-13: HER2 status presented an unstable switching from primary to recurrent breast cancer

Abstract Background: Breast cancer patients with HER2-2+ expression had heterogeneous characteristic. Treatment decision is of great importance after progression. Objective: We explored patients with HER2-2+ in matched primary or recurrent/metastatic tumor samples from January 2010 to June 2022 in our institute were included to evaluate the evolution from or to HER2-2+ expression. Meanwhile, with an emerging of novel entity as HER2-low expression breast cancer, we included this category when analysis as well. Results: In the cohort of a total of 159 breast cancer patients with HER2-2+ expression in either primary tumor or locoregional/distant metastases samples, HER2-2+ breast cancer accounted for 44.0% in primary tumor and 88.8% in recurrent diseases. There were 18.5% and 15.2% patients with HER2 gene amplification on ISH assay among primary and recurrent/metastatic HER2-2+ breast cancers, respectively. The overall rate of HER2 IHC discordance was 67.1%. Among primary HER2-2+ cases, 74.6% maintained in HER2-2+ when disease relapsed. Discordance was mostly driven by cases switching from HER2-2+ to HER2-1+ (64.7%). In HER2-2+ recurrent/metastatic cases, discordance was mostly driven by cases switching from HER2-0 to HER2-2+ (47.1%). The proportion of HER2 discordant cases got a higher statistically trend among HR-positive patients in compared with HR-negative patients (44.1% vs. 21.7%, p = 0.062). There were 35.0% in primary HR-positive/HER2-negative patients and 11.8% in primary triple-negative patients switching from HER2-0 to HER2-low when disease progressed, respectively. Meanwhile, HER2 discordance rate had a significant difference across different metastatic sites (p = 0.026). All contralateral breast and skin metastasis presented with discordant HER2 results. While, all central nervous system metastasis maintained the same HER2-low expression. HER2-positive phenotype in primary breast cancer samples loss their positivity in 42.1% cases. There was a total of 6.6% cases gained HER2 positivity in recurrent breast cancer samples. Conclusion: HER2 expression from primary to relapse breast cancer samples were highly unstable. Biopsy of recurrent sites was necessary to find novel treatment. Citation Format: Anjie Zhu, Hui-Ping Li. HER2 status presented an unstable switching from primary to recurrent breast cancer [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO2-05-13.

Abstract PO3-07-03: Development & Validation of an AI-supported Workflow for Clinical Scoring of HER2, ER, PR & Ki67 Immunohistochemistry in Breast Cancer Tissue

Abstract Background: Immunohistochemical evaluation of HER2 status, the hormone receptors ER and PR, and the proliferation marker Ki67 forms part of the routine clinical diagnostic pathway for invasive breast carcinomas, and is the cornerstone of treatment stratification, informing both prognosis and patient management. Pathologist scoring of immunohistochemistry (IHC) at the microscope is time-consuming and prone to significant inter- and intra-observer variability. We developed HALO Breast AI, a decision-support system designed to improve efficiency and diagnostic accuracy through automating whole slide image (WSI) scoring. Here, we present preliminary results of a validation study of HALO Breast AI. Methods: HALO Breast AI was developed with routine diagnostic cases sourced from three institutes. The algorithm was trained using 107,755 pathologist-reviewed annotations to identify and threshold DAB-positive tumor cells within automatically segmented tumor regions. Internal validation was conducted on 80 unseen WSI, using 60,012 pathologist-reviewed annotations to assess analytical performance. Comparison of the algorithm scores to the mode of 3 expert pathologists (where at least 2 out of 3 agreed) was used to assess consensus agreement. Clinical performance and generalizability were assessed by comparing the algorithm scores to clinical data from two independent external institutes across 200 unseen WSI (n=50 per marker) from institute one and 300 unseen WSI (n=100 per marker [ ER, PR & HER2, only]) from institute 2. Results: The median image F1-score for tumor classification was 0.91, while the median image F1-score for cell level validation was 0.96. Internal validation showed agreement between HALO Breast AI and the mode of 3 expert pathologists of 100% for ER, 90% for PR, 95% for Ki67 and 90% for HER2. High concordance was measured between the algorithm and the pathologists’ scores, with Light’s kappa of 0.91 for ER, 0.85 for PR, 0.79 for HER2 and 0.82 for Ki67. Performance on WSI obtained from external institute one, showed agreement between the clinical score obtained from HALO Breast AI and the clinical data of 96% for ER, 94% for PR, 84% for HER2 and 84% for Ki67. External institute two showed agreement of 90% for ER, 90% for PR and 83% for HER2. Of the ER & PR cases that were in disagreement at the 1% clinical cut-off, the algorithm percent-positive scores were within a 1-3% range in 5 out of the 5 from institute 1 and 14 out of the 20 from institute 2. So, although on a categorical scale the AI assigned category disagreed with the clinical category, the results were close on a continuous scale. Conclusions: HALO Breast AI accurately detects tumor regions and tumor cells within breast cancer tissue and demonstrates high clinical agreement when scoring routine diagnostic IHC. Additionally, HALO Breast AI shows good generalisability, with a consistently strong performance across inherent variability that exists between external, independent data sets. Computer-aided diagnostic tools such as HALO Breast AI have the potential to support pathologists in the diagnostic setting by improving workflow efficiency and standardising results. Citation Format: Meredith Lodge, Alastair Ironside, Ashley Graham, Antonio Polonia, Stefan Reinhard, Wiebke Solass, Inti Zlobec, Peter Caie. Development & Validation of an AI-supported Workflow for Clinical Scoring of HER2, ER, PR & Ki67 Immunohistochemistry in Breast Cancer Tissue [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO3-07-03.

Abstract PO2-14-12: Accurate quantification of slide-level HER2 scores in breast cancer using a machine-learning model, AIM-HER2 Breast Cancer

Abstract Background: HER2 expression level is a key factor in determining the optimal treatment course for breast cancer patients. Roughly 15% of breast cancers are HER2(+), and determination of HER2 status is routinely assessed by immunohistochemistry (IHC). Accurate assessment of the HER2 IHC score (0, 1+, 2+, 3+) by pathologists is therefore critical, especially in light of novel therapeutic approaches demonstrating efficacy in the HER2-low setting (IHC scores 1+, and 2+/FISH-)1,2. To assist pathologists with the consistent provision of reproducible and accurate scores across the entire HER2 scoring range, we developed a machine-learning model (“AIM-HER2”) to generate accurate, slide-level HER2 scores aligned with ASCO-CAP guidelines in clinical breast cancer HER2 IHC specimens. Methods: AIM-HER2 was developed using whole-slide images (WSI; N=4261) from clinical and commercial sources. WSI were split into training (N=2694, 63%) and optimization (N=1567, 37%) sets. An additive multiple instance learning (aMIL) model3 was trained to predict HER2 scores directly from WSI and create interpretable heatmaps that depict HER2 predictions in tissue images. Image artifacts and in situ carcinomas were identified using previously trained artifact and tissue segmentation models and were excluded, leaving only regions of invasive carcinoma to be analyzed. AIM-HER2 performance was assessed on additional slides obtained from five academic or commercial sources (N=804 total, 770 evaluable) on which HER2 IHC was performed. Board-certified pathologists (N=52) with relevant experience provided manual HER2 scores based on ASCO-CAP guidelines. Nested pairwise non-inferiority analysis4 was used to compare model performance to that of pathologists (N=3 pathologists per slide). In the nested pairwise framework, agreement among pathologists was compared to agreement between AIM-HER2 and pathologists via linear kappa, so that summary metrics account for inter-pathologist variability. Results: High concordance was observed between AIM-HER2-predicted and pathologist-labeled slide-level HER2 scores, both overall and for each scoring level. Similar results were observed when assessing AIM-HER2 performance on multiple slide scanners and after IHC with multiple HER2 IHC antibody clones. Results are summarized in Table 1. Conclusions: We developed AIM-HER2, a novel aMIL-based approach for predicting slide-level HER2 IHC scores. AIM-HER2 has similar levels of agreement with pathologists as pathologists have with each other for determining HER2 score. This result is upheld when slides imaged using multiple scanning platforms and stained using multiple HER2 antibody clones. The performance of AIM-HER2 on multiple scanners and after multiple assays supports broad applicability of this algorithm in clinical laboratories, including for the identification of HER2-low cases. Work is ongoing to perform similar analyses in an independent, real-world dataset.

Abstract PO5-07-11: Use of 64Cu-DOTA trastuzumab -PET to predict response to trastuzumab-deruxtecan (TDXd) in patients with metastatic disease to the brain: Study in Progress

Abstract Background: We have utilized 64Cu-DOTA trastuzumab-PET imaging in patients with advanced breast cancer. In our experience, uptake on 64Cu-DOTA trastuzumab-PET correlated with the qualitative assessment of HER2 by IHC. In women treated with the antibody-drug conjugate (ADC), ado-trastuzumab emtansine (TDM1), we identified a threshold level of 64Cu-DOTA trastuzumab-PET uptake that predicted for lack of response to TDM1. As patients are living longer with advanced breast cancer, the incidence of brain metastasis has increased. The ADC, trastuzumab-deruxtecan (T-DXd) has demonstrated activity in patients with metastatic HER2 positive breast cancer with brain metastases. The DESTINY 04 trial included patients with HER2 1+ and 2+ disease and demonstrated superior survival compared to standard of care. It is not feasible to biopsy all brain metastases to determine tumor markers. Given the increased incidence of brain metastases in this population and the efficacy of T-DXd in patients with HER2+ metastatic disease to the brain, we initiated a study of 64Cu-DOTA trastuzumab-PET/MRI of the brain prior to institution of T-Dxd. Endpoints Primary: 1. 64Cu-DOTA-trastuzumab PET-CT will identify tumor heterogeneity of trastuzumab uptake in women with metastatic breast cancers. 2. The degree of uptake of 64Cu-DOTA-trastuzumab PET-CT will predict for response to Enhertu. Secondary: 1. Uptake of 64Cu-DOTA-trastuzumab PET-CT will be predictive of response duration to Enhertu. Eligibility: Patients must have documented recurrent breast cancer that is HER2 1+, 2+ or 3+, evidence of brain metastases by CT or MRI of the brain and are candidate for treatment with trastuzumab-deruxtecan. The CNS disease must be stable and not in need of intervention. Methods: Prior to treatment staging workups includes pathologic review of HER2 status, disease staging with 18FDG-PET or CT of the chest/abdomen/pelvis and bone scan, and 64Cu-DOTA-trastuzumab PET/MRI of the brain. After initiation of T-Dxd, MRI of the brain is repeated every 6 weeks for the first 24 weeks and every 9 weeks thereafter. Progress: We have enrolled 1 patients to date, received PET and dynamic contrast-enhanced MRI. Four lesions were analyzed in this patient. The mean values of Ktrans (volumetric perfusion to tumor, s−1) in these lesions near a prior resection cavity were 0.210 s−1, indicating sufficient perfusion for ADC uptake. Corresponding to this perfusion data, the mean SUVmax of these lesions on the 64Cu-DOTA-trastuzumab PET scans was 5.38. Citation Format: Joanne Mortimer, Kofi Poku, Jessica Liu, Russell Rockne, Chen Bihong, Ryan Woodall, Vikram Adhikarla. Use of 64Cu-DOTA trastuzumab -PET to predict response to trastuzumab-deruxtecan (TDXd) in patients with metastatic disease to the brain: Study in Progress [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO5-07-11.

Abstract PO2-16-10: Characterising HER2-low status in metastatic breast cancer: a real-world retrospective study of patients at a metropolitan cancer centre in Australia

Abstract Background: Traditionally, breast cancer subtyping has described patients as HER2-negative or HER2-positive, with the latter being those in whom HER2-directed therapies are utilised. A proportion of HER2-negative cancers can be classified as “HER2-low” as they express IHC 1+ or 2+ and are non-amplified on in-situ hybridisation (ISH). Until recently, our widely available HER2-targeted therapies have proven to be ineffective in this subtype. The DESTINY-BREAST04 trial (Modi et al, NEJM 2022) showed progression-free and overall survival efficacy of HER2-directed therapy using the antibody-drug conjugate (ADC) trastuzumab deruxtecan (T-DXd) in HER2-low disease, suggesting a need to identify this population for selected therapy. This study evaluated a real-world population of metastatic breast cancer (MBC) patients treated according to traditional breast cancer subtypes to determine the frequency of HER2-low histology, with a focus on selection of first-line therapy. Methods: This retrospective audit identified patients being treated for MBC at a single tertiary hospital (Austin Health in Melbourne, Australia) over a 3.5 year period. Patients were identified from an electronic database, with a date of last follow-up as August 2022. Medical records were interrogated for clinicopathological information including review of pathology reports for breast cancer subtypes. Traditional breast cancer subtypes were defined as (i) ER positive and HER2-negative (HER2 0 or 1+, or 2+ and non-amplified); (ii) HER2-positive (HER2 3+ and/or amplified) and (iii) TNBC (negative for ER and PgR, and HER2 0 or 1+, or 2+ and non-amplified). Selection and duration of first-line treatment for MBC was also recorded. Results: Between March 2018 and August 2022, 202 MBC patients were identified. Based on traditional subtypes, 126 (62%) were ER positive and HER2-negative, 46 (23%) were HER2-positive, 26 (13%) were TNBC and 4 (2%) were unknown. In the total population, 87 (43%) were classified as having HER2-low disease based on retrospective pathology reports. HER2-low represented 61% of ER positive, HER2-non amplified patients and 45% of TNBC patients. Metastatic specimen data was known for 172 cases and of these, 95 patients (55%) were re-biopsied on metastatic progression. This occurred more commonly with HER2-positive (81%) and ER positive HER2-negative (78%) primaries. The most common change in subtype was loss of ER, which occurred in 7 patients (3%). Changes in HER2 status occurred in 29 (14%) of patients, most commonly as either an increase from 1+ to 2+ or decrease from 1+ to 0. HER2-low status remained consistent for 67% of patients who underwent biopsy on recurrence. For patients with ER positive HER2-negative MBC, first-line combination therapy with a CDK4/6 inhibitor + AI was preferred (51%), followed by single agent endocrine therapy (30%) and chemotherapy (17%). The majority (84%) of HER2-positive patients received first-line dual HER2 therapy (trastuzumab and pertuzumab) with taxane chemotherapy. Half of TNBC patients received upfront chemotherapy, with physician preference being capecitabine (45%). There was no significant difference in PFS between the HER2-low vs. HER2-0 cohorts, for either ER positive or TNBC subtypes. No patients in this series were treated based on HER2-low definition due to no funded access to such therapies at the time. Conclusion: HER2-low has emerged as an identifier for patients who may respond to HER2-directed therapies using ADCs such as T-DXd. However, its clinical significance as a discrete clinical subtype remains uncertain. In this retrospective audit, HER2-low patients were identified in both ER positive and TNBC subtypes. Dynamic changes in HER2 staining occurred infrequently. Further evaluation is needed to address whether HER2-low expression provides any prognostic value and whether prospective reporting of HER2-low status may alter how these new HER2-directed therapies are used in future. Citation Format: Michelle Li, Belinda Yeo. Characterising HER2-low status in metastatic breast cancer: a real-world retrospective study of patients at a metropolitan cancer centre in Australia [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO2-16-10.

Abstract PO4-15-10: HER2-low Status among Patients with Li-Fraumeni Syndrome and Breast Cancer

Abstract Background: The HER2-low status has gained significance as a target for HER2-directed antibody drug conjugates in breast cancer. It is observed in approximately 60% of hormone receptor-positive (HR+) tumors and 30% of hormone receptor-negative (HR-) tumors. Some studies suggest that the HER2-low status by itself does not influence tumor biology or prognosis. Breast cancer in the context of Li-Fraumeni (LFS) syndrome has been characterized by an enrichment in HER2-positive (HER2+, defined as +3 in the immunohistochemistry [IHQ] or +2 in the IHQ with positive in situ hybridization [ISH]) disease. Considering this, we aimed to evaluate whether LFS patients with breast cancer also exhibit a higher frequency of HER2-low status. Methods: This retrospective-prospective cohort study included patients diagnosed with breast cancer who had a pathogenic/likely pathogenic TP53 germline variant and were treated at two cancer institutions between 1999 and 2023. The primary objectives were to determine the overall proportion of HER2-low status and its distribution according to hormone receptor status. HER2-low was defined as IHQ +1 or IHQ +2 with negative ISH. Results: Fifty-three patients (52 female and 1 male) were included in the study. The most common germline TP53 variant was the TP53 R337H (71.7%). The median age at breast cancer diagnosis was 39 years (range 21–62). The majority of patients had breast cancer of no special type (79%) or lobular carcinoma (11.3%), grade 2 (54.7%) or grade 3 (24.5%), and stage I-II (67.9%). Breast cancer subtypes would classically be classified as HER2+ in 34%, HR+HER2- in 58.5%, and triple-negative breast cancer (TNBC) in 7.5% of the patients. Biopsy samples were obtained from the primary tumor in 96.3% of the cases and from lymph nodes in 3.7%. Overall, 15.1% of the cases exhibited HER2-low status, 34% were HER2-negative, and 17% were HER2-negative without IHC details (Table). In a hypothetical scenario assuming all cases without IHC details were HER2-low, the maximum estimated frequency of HER2-low status would be 32.1%. Among HR+ patients, 25.8% had HER2-low status, 45.2% were HER2-negative, and 29% were HER2-negative without IHC details. All four patients with TNBC exhibited HER2-zero status. Conclusion: Contrary to our initial hypothesis, the frequency of HER2-low status in this cohort of LFS patients with breast cancer was lower than anticipated. These results suggest that while breast cancer developing in the context of germline TP53 variants appears to be associated with HER2 amplification, it does not impact lower expressions of HER2. This observation reinforces the concept that HER2-low status does not seem to play a significant role as a driver of tumorigenesis. Further expansion of the study cohort and pathology analysis is planned to confirm these findings. Table HER2 status overall and according to hormone receptor-status (for HER2-negative patients). Abbreviations: IHQ, immunohistochemistry; HR+HER2- BC, hormone receptor-positive HER2-negative breast cancer; TNBC, triple-negative breast cancer. Citation Format: Luciana Auresco, Renata Colombo Bonadio, Vanessa Petry, Laura Testa, Camila Moniz, Jennifer Dos Santos, Maria Del Pilar Estevez-Diz, Rodrigo Santa Cruz Guindalini. HER2-low Status among Patients with Li-Fraumeni Syndrome and Breast Cancer [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO4-15-10.

Abstract PS09-08: Genomic characterization of endocrine resistance in ER+HER2+ breast cancers in the POETIC Trial

Abstract Background: Mechanisms of resistance to endocrine therapy are not well understood within ER+HER2+ breast cancer (BC). Our prior work suggested that intrinsic HER2-Enriched (HER2E) molecular subtype predicts early resistance to aromatase inhibitors (AI) (Bergamino eBioMedicine 2022) and high on-treatment (on-Txt) Ki67 levels predict poor survival (Smith Lancet Oncol 2020). Improved early detection of persistent proliferating tumor cells with endocrine resistance pathways could be targeted by pre-emptive personalized therapy and reduction in recurrence. In this study, we proposed to further identify additional alterations/features from genomic and spatial data to provide unprecedented new insight into intrinsic and adaptive resistant pathways in tumor cells that may assist to identify molecular targets for treatment. Materials: POETIC was a phase III trial of post-menopausal patients with ER/PR+ invasive BC (n = 4480) randomized 2:1 to 2 weeks of peri-operative AI (POAI) vs control, followed by standard-of-care treatment. Ki67 was assessed by IHC and intra-tumor heterogeneity was evaluated (5-15 regions) for all the POETIC POAI samples (N = 2487). ER+HER2+ samples were classified as good responders (GR) or poor responders (PR) based on a reduction in Ki67 between pre-treatment (pre-Txt) and 2-week on-Txt samples. Tumor-infiltrating lymphocytes were assessed; multiplex Immunofluorescence (mIF) was performed to measure immune cell densities in tumor and stroma compartments (CD3, CD20, CD68, FOXP3, and CD3 FOXP3 co-expression). Gene expression profiles by BC360™ (Nanostring) on all 210 pairs of POAI treated ER+/HER2+; whole exome sequencing (WES, 100X) were performed on pre-Txt tumor and blood samples from 13 GR, 17 PR, and 9 HER2E GR. We performed GeoMx Whole Transcriptome on 4 pairs (pre-Txt and on-Txt) of GR and GeoMx Proteins (77 including IO proteins) on 6 pairs of GRs and 6 pairs of PRs. Results: The most frequently mutated genes were TP53, PIK3CA, GATA3, and CHD4. Only TP53 was associated with PR (Fisher’s exact p=0.01). TP53 mutated cases had higher expression of TP53 mutant-like gene expression signature compared to wild-type cases (Wilcoxon test p=0.001), mIF FOXP3 (Wilcoxon test p = 0.0005), and CD68 (Wilcoxon test p = 0.019) density score. However, within the HER2-E subset, we found that TP53 mutations were associated with GR (Fisher’s exact p=0.02). We found spatial heterogeneity of Ki67 IHC levels across POAI samples. Examining IHC, while there was higher heterogeneity of Ki67 in the ER+HER2- samples (n = 2264) with 3% of pre-Txt and 9% on-Txt, 6% of ER+HER2+ samples (13/223, 6 LumA, 5 LumB, and 2 HER2E) showed heterogeneity of Ki67 exclusively on-Txt. Even in GR tumors with Ki67 < 10% on-Txt, we identified hotspots with retained proliferating Ki67+ cells after 2 weeks of POAI. The lobular tumors were GR and had characteristic CDH1 mutations. Importantly, cases with persistent areas of Ki67+ cells, regardless of Her2 status, were associated with late relapse. To further explore intratumoral heterogeneity, we performed spatial whole transcriptomics profiling on 95 regions from 4 pairs of GR samples (Ki67 > 10% at baseline and Ki67 < 10% on-Txt) and found low intratumoral heterogeneity in the pre-Txt samples that increased at 2 weeks on-Txt. In a larger set of samples including both GR and PR with the GeoMx protein method, we found increased intratumoral heterogeneity in the PR vs GR. Conclusion: While TP53 mutation was generally a predictor of poor response; in HER2-E it paradoxically was associated with a good early response to aromatase inhibitor which warrants further investigation. Ki67 levels in ER+HER2+ showed higher intratumoral heterogeneity in a subset of patients on treatment suggesting the potential of persistent, proliferating cells leading to later recurrence. Our spatial RNA and protein data further observe the intratumoral heterogeneity that identifies pathways for use as potential spatial biomarkers. Citation Format: Maggie Chon U Cheang, Xixuan Zhu, Orsolya Sipos, Anastasia Alataki, Mikayla Feldbauer, Elena López-Knowles, Holly Tovey, Lucy Kilburn, Milana Bergamino Sirvén, Dhrusti Patel, Hui Xiao, Perry Maxwell, Anthony Skene, Chris Holcombe, Manuel Salto-Tellez, Nicholas Turner, Andrew Dodson, Ian Smith, John Robertson, Judith Bliss, Gene Schuster, Roberto Salgado, Mitch Dowsett, Katherine A Hoadley. Genomic characterization of endocrine resistance in ER+HER2+ breast cancers in the POETIC Trial [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PS09-08.

Abstract PO3-03-05: Clinical outcomes in early-stage TNBC according to HER2-low status

Abstract Background: Clinical outcomes according to HER2 immunohistochemistry (IHC) in patients with early-stage HER2-negative breast cancer have differed across studies. For early-stage TNBC (eTNBC), less representation of this subtype in cohorts studied to date has limited interpretation of results. We sought to evaluate outcomes according to HER2 IHC in a multi-institutional cohort of patients (pts) with eTNBC who received neoadjuvant therapy (NAT). Methods: Pts diagnosed with stage I-III TNBC (including HR-low; ER and PR < 10%) who received NAT and underwent surgery between 1/1/16-6/30/19 were identified across three institutional prospective databases. HER2 was defined as low (1+ or 2+/ISH non-amplified) or HER2-0 according to local testing at diagnosis. Pathological complete response (pCR) was defined as no residual invasive disease in breast and axilla. Multivariable logistic regression was used to compare pCR rates (HER2-low vs HER2-0) adjusting for age at diagnosis, race, anatomic clinical stage, germline BRCA1/2 (gBRCA), histology, HR status and receipt of anthracycline and taxane NAT. Recurrence-free (RFS), distant recurrence-free (DRFS), and overall survival (OS) were estimated using the Kaplan-Meier method. Multivariable Cox proportional hazards model was used to estimate adjusted hazard ratios. Results: A total of 978 pts were identified of which 388 (39.7%) had HER2-low and 590 (60.3%) had HER2-0 tumors at diagnosis. Median age was 50.3 (range: 21.0-83.4) yrs. 174 (17.8%) pts had HR-low tumors. 142 (14.5%) pts had a known gBRCA mutation. 790 pts (80.8%) received anthracycline- and taxane NAT. No significant differences were observed in age, race, gBRCA, histology, HR status (low vs negative), clinical tumor size, or type of NAT between HER2-low and HER2-0 groups. Clinical nodal positivity was higher in HER2-low (55.2%) vs HER2-0 (46.6%), p=0.011. No significant difference in pCR was observed between HER2-low (32.0%) and HER2-0 (32.7%) groups, adjusted p=0.928. Among pts with residual disease (RD) post-NAT with HER2 IHC also available in the RD sample, 244/363 (67.2%) had concordant HER2 status. 70/225 (31.1%) of HER2-0 tumors at diagnosis had IHC expression post-NAT (66 HER2-low, 4 HER2-positive); 48/138 (34.8%) of HER2-low tumors at diagnosis were HER2-0 post-NAT. At a median follow-up of 3.1 yrs, RFS did not significantly differ between HER2-low vs HER2-0 pts with pCR (p=0.368) or in those with RD post-NAT (p=0.573). Similarly, DRFS did not differ according to HER2 category for pts with pCR (p=0.509) or RD (p=0.812), nor did OS for pts with pCR (p=0.514) or RD (p=0.285) (Table 1). Conclusion: In a large cohort of pts with eTNBC treated with NAT, HER2-low status was not associated with pCR or survival after adjusting for clinical factors. High rate of discordance in HER2 IHC between diagnostic and RD post-NAT was observed, highlighting the importance of repeat IHC testing in serial samples given the development of antibody drug conjugates for HER2-low breast cancer. Table 1. RFS, DRFS and OS by HER2 expression Citation Format: Ana Garrido-Castro, Danielle Brandes Zakon, Qingchun Jin, Michael Grimm, Akshara Singareeka Raghavendra, Melissa Hughes, Mathew Cherian, Julie Vincuilla, Tonia Parker, Paolo Tarantino, Elizabeth Mittendorf, Tari King, Vicente Valero, Debu Tripathy, Bhuvaneswari Ramaswamy, Sara Tolaney, Nabihah Tayob, Nancy Lin, Daniel Stover, Carlos Barcenas. Clinical outcomes in early-stage TNBC according to HER2-low status [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO3-03-05.