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Advani, Pooja

https://orcid.org/0009-0007-5470-3149

Mayo Clinic

Mayo Clinic in Florida

Citations 102

Inter-Individual Variation and Cardioprotection in Anthracycline-Induced Heart Failure
Norton, Nadine , Weil, Raegan M., Advani, Pooja , Advani, Pooja P, Norton, Nadine

Journal of Clinical Medicine | September 9, 2021 | Volume: 10 | Issue: 18 | Pages: 4079

10.3390/jcm10184079 Get It

Anthracyclines are one of the most widely used and effective chemotherapies in oncology, but their most important side effect is the cumulative, dose-related cardiotoxicity leading to congestive heart failure in ~5% of individuals. Methodology and pharmacogenetic studies for predicting which individuals are at high risk and subsequently the development of targeted and individualized cardioprotective plans are beginning to make progress. Here, we review current putative risk genes and variants, the strength of evidence for each genetic association and the interaction between risk genes, in the context of known clinical risk factors and potential novel cardioprotective strategies.
Incidence of Axillary Adenopathy in Breast Imaging After COVID-19 Vaccination
Robinson, Kristin A. , Gococo-Benore, Denise A. , Li, Zhuo , Advani, Pooja , Chumsri, Saranya , Advani, Pooja P, Maimone, Santo

JAMA Oncology | July 22, 2021 | Volume: 7 | Issue: 9 | Pages: 1395

10.1001/jamaoncol.2021.3127 Get It

Abstract CT133: Results of phase I study of pembrolizumab in combination with binimetinib in patients with unresectable locally advanced or metastatic triple negative breast cancer
Chumsri, Saranya , He, Jun , Weidner, Morgan, Haley, Dana , Reis, Aline, Tenner, Kathleen , Advani, Pooja , Moreno‐Aspitia, Alvaro , Perez, Edith A. , Knutson, Keith L. , Hillman, David W. , Sideras, Kostandinos , Knutson, Keith L.

Cancer Research | July 1, 2021 | Volume: 81 | Issue: 13_Supplement | Pages: CT133-CT133

10.1158/1538-7445.am2021-ct133 Get It

Abstract Background: A previous neoadjuvant study in patients with triple negative breast cancer (TNBC) demonstrated that low tumor infiltrating lymphocytes (TILs) after neoadjuvant chemotherapy is associated with a poor outcome. Activation of RAS/MAPK pathway has been associated with reduced TILs. Preclinical studies showed that MEK inhibitor enhances immune responses and is synergistic with anti PD-1/PD-L1 therapy in TNBC. Methods: The standard Phase I 3+3 study design was used. Patients with unresectable locally advanced or metastatic TNBC with ≤ 3 prior lines of therapy were enrolled. Patients received single agent binimetinib for 2 weeks prior to an addition of pembrolizumab. Dose level 0 was binimetinib at 45 mg oral twice daily continuously and dose level -1 was 30 mg twice daily. Pembrolizumab was given at a fixed dose of 200 mg every 3 weeks in both dose levels. The maximum tolerated dose (MTD) was defined as the dose level below the lowest dose that induces dose-limiting toxicity (DLT) during the first 2 cycles in at least one-third of patients. Results: A total of 12 evaluable patients were enrolled in the phase I, 4 patients in dose level 0 and 8 patients in dose level -1. In dose level 0, among 3 out of 4 patients who were evaluable for DLT, 2 patients experienced DLTs, including grade (G) 3 nausea, vomiting, abdominal pain and G3 ALT elevation. Thus, the stopping rule was met and the dose level was adjusted to dose level -1. None of the first 3 patients in dose level -1 experienced a DLT. All three experienced other ≥ G3 AEs, including 1 G3 cardiac troponin T increased and 2 with G3 hypertension. 5 additional patients were accrued to dose level -1 and were evaluable for AEs. Three of these were evaluable for DLTs. One patient had G3 ALT/AST increase, deemed a DLT. However, this patient had liver metastasis and had G1 ALT/AST elevation at baseline. Her ALT/AST normalized in 3 weeks after treatment discontinuation and oral prednisone. Other ≥ G3 toxicities in the second group of 5 patients in dose level -1 include G3 hypertension (12.5%), nausea (12.5%), hypokalemia (12.5%), neutrophil count decrease (12.5%) dyspnea (12.5%), peripheral neuropathy (12.5%), and retinal detachment (12.5%). Since less than 1/3 of patients experienced DLT and there was no ≥ G4 AE at least possibly related to treatment over all cycles at any given dose level, the MTD was determined as dose level -1. Five patients are currently enrolled in the phase II section, and 10 more patients are needed. Objective response rate analysis will be performed once study enrollment is completed. Conclusions: The recommended phase II doses for pembrolizumab in combination with binimetinib are 200 mg every 3 weeks and 30 mg twice daily, respectively. The combination appears to be safe with manageable toxicities. Long term durable response has been observed. The phase 2 portion of this trial is currently on going. Citation Format: Saranya Chumsri, Jun He, David Hillman, Morgan Weidner, Morgan Weidner, Dana Haley, Aline Reis, Kathleen Tenner, Pooja Advani, Kostandinos Sideras, Alvaro Moreno-Aspitia, Edith Perez, Keith Knutson. Results of phase I study of pembrolizumab in combination with binimetinib in patients with unresectable locally advanced or metastatic triple negative breast cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr CT133.
Outcome and immune landscape of HER2-positive invasive lobular carcinoma in the North Central Cancer Treatment Group (NCCTG) N9831 (Alliance) trial.
Chumsri, Saranya , Shachner, Tracy, Advani, Pooja , Moreno‐Aspitia, Alvaro , Colón‐Otero, Gerardo , Knutson, Keith L. , Perez, Edith A. , Thompson, E. Aubrey , Li, Zhuo , Shachner, Tracy R. , Sideras, Kostandinos , Knutson, Keith L. , Nassar, Aziza

Journal of Clinical Oncology | June 2, 2021 | Volume: 39 | Issue: 15_suppl | Pages: 535-535

10.1200/jco.2021.39.15_suppl.535 Get It

535 Background: Invasive lobular carcinoma (ILC) is a rarer form of breast cancer, accounting for 10% of the disease cases. HER2 overexpression in ILC is infrequent and limited data exist regarding clinical characteristics and outcome of HER2-positive (HER2+) ILC patients (pts) treated with adjuvant trastuzumab. Methods: Patient characteristics were compared between ILC and invasive ductal carcinoma (IDC) using Wilcoxon rank sum test for continuous variables and Chi-square test for categorical variables. Kaplan-Meier (KM) method was used to estimate the freedom from mortality and recurrence. Cox regression model was used to evaluate the association between ILC and outcomes adjusted for other characteristics. NanoString technology was used to quantify mRNA to develop immune-related gene signatures. Results: From a total of 3,304 pts, 122 (3.7%) pts had ILC. Pts with ILC were significantly older (median age 54 vs. 49 years), had larger tumors, lower grade, more ER and PR positive tumors, and more lymph node involvement (25.4% had N3 disease compared to 12.7% in IDC). Overall, with KM analysis, pts with ILC had significantly worse overall survival (OS, p = 0.005) and recurrence-free survival (RFS, p = 0.046) compared to IDC. The 15-year freedom from recurrence was merely 57.67% in ILC compared to 72.68% in IDC. A significant number of hormone receptor-positive (HR+) ILC pts developed late recurrence with cumulative event rates increasing from 23% at 5 years to 42% at 15 years. Nevertheless, in multivariate Cox regression analysis adjusting for other clinical characteristics, including age, tumor size, grade, ER/PR, and lymph node status, lobular histology was not significantly associated with worse outcome for OS (HR = 1.19, 95%CI 0.67-2.1, p = 0.55) and RFS (HR = 1.5, 95%CI 0.9-2.5, p = 0.12), as compared with IDC. However, ILC pts appeared to have similar degree of benefit from trastuzumab, with RFS HR = 0.58 compared to HR = 0.67 in the entire population. For immune landscape, there was no significant difference in gene signatures related to CD45, CD8, B cells, or cytotoxic cells. However, ILC had more enrichment in mast cell gene signature and fewer macrophage, NK CD56dim, and regulatory T cell signatures compared to IDC (p < 0.05). Conclusions: HER2+ ILC has distinct clinical characteristics and immune landscape compared to IDC. ILC pts appeared to have worse outcome compared to IDC likely because ILC pts often presented with more locally advanced disease. However, similar benefit of trastuzumab was observed in ILC pts. Due to high risk of late relapse in HR+ HER2+ ILC, extended adjuvant endocrine therapy should be considered in this group of high-risk pts. Clinical trial information: NCT00005970.
Awareness of myeloma care and the global impact of treatment: An international internet-based prospective study
Ailawadhi, Sikander , Swaika, Abhisek, Advani, Pooja , Hodge, David O. , Paulus, Aneel , Khera, Nandita , Hashmi, Shahrukh K. , Alegria, Victoria R., Abdulazeez, Mays F , Bodepudi, Srilekha, Jamwal, Khushi, Sher, Taimur , Chanan‐Khan, Asher , Ailawadhi, Meghna, Hodge, David, Abdulazeez, Mays, Chanan-Khan, Asher, Ailawadhi, Sikander , Paulus, Aneel , Roy, Vivek

Journal of Oncology Pharmacy Practice | March 10, 2021 | Volume: 28 | Issue: 2 | Pages: 425-433

10.1177/10781552211001928 Get It

Objective Outcomes in multiple myeloma (MM) have significantly improved necessitating focus on survivorship. Methods We undertook a web-based survey in collaboration with International Myeloma Foundation (IMF) to explore patient awareness and psycho-physical impacts of MM. The survey was viewed on the IMF website by 1,324 individuals from 32 countries. Results The survey responses were available from 959 individuals, with 62% who completed the survey. Treating doctors were the most frequent source of MM-related information. Only 56% patients admitted full compliance with treatment. Treatment side effects bothered 86% responders, including >50% admitting to pain, peripheral neuropathy and asthenia. Majority (57%) reported some degree of depression, 82% had discontent with their quality of life and only 35% reported being satisfied with their coping mechanisms. Patients ≥65 years of age reported more peripheral neuropathy (p = 0.007) and difficulty with ability to work (p = 0.015). Conclusions We report the prevalence of psychologic, social and physical domains as well as patient-physician relationship dynamics. This knowledge can help improve MM survivorship.Introduction
Abstract PS6-03: Prognostic value of clinical treatment score post-5 years (CTS5) and late relapse risk in hormone receptor-positive HER2-positive breast cancer in the North Central Cancer Treatment Group (NCCTG) N9831 (Alliance) and NSABP B-31 (NRG) trial
Pai, Tanyami, Gil, Angelica, Ma, Yaohua , Advani, Pooja , Moreno-Aspitia, Moreno, Colón‐Otero, Gerardo , Perez, Edith A. , Asmann, Yan W. , Pogue–Geile, Katherine L. , Thompson, E. Aubrey , Chumsri, Saranya , Li, Zhuo

Cancer Research | February 15, 2021 | Volume: 81 | Issue: 4_Supplement | Pages: PS6-03-PS6-03

10.1158/1538-7445.sabcs20-ps6-03 Get It

Abstract Background: Although risk of late relapse in hormone receptor-positive (HR+) breast cancer is well established, most existing data pertain to the HR+ HER2-negative (HER2-) subgroup. CTS5 is one of the models for predicting risk of late relapse in HR+ HER2- breast cancer. However, the value of this model in HR+ HER2+ disease is less known, particularly in the context of adjuvant trastuzumab. Here, we evaluated CTS5 in patients with early stage HR+ HER2+ breast cancer treated in the NCCTG N9831 (Alliance for Clinical Trials in Oncology) and NSABP B-31 (NRG) trials. Methods: Stage I-III HR+ (ER+ and/or PR+) HER2+ breast cancer patients who were free of recurrence after 5 years in N9831 and B-31 trials were included. The online CTS5 calculator was used to determine CTS5 score and risk group (low, intermediate, and high) based on age, tumor size, grade, and number of involved nodes. Kaplan-Meier (KM) estimates, Cox regression models, and C index were used for analysis. N9831 and B-31 trials were analyzed separately. Results: 1,204 patients in N9831 and 658 patients in B-31 met the entry criteria. Baseline characteristics were similar between both trials, including median age, tumor size, and follow up. Similar distribution within CTS5 risk group was observed in both trials; 68.2% and 70.1% patients were high risk, 24% and 21.9% as intermediate risk, as well as 7.8% and 8.1% as low risk classified in N9831 and B-31, respectively. Using univariate Cox regression analysis, CTS5 score as a continuous variable was associated with recurrence-free survival (RFS) in the entire study cohort, including patients who received chemotherapy alone or in combination with trastuzumab, (HR 1.37, 95%CI 1.03-1.81, p=0.03, C index 0.57 in N9831 and HR 1.36, 95%CI 1.06-1.76, p=0.02, C index 0.54 in B-31), but not in patients who received concurrent trastuzumab (HR 1.19, 95%CI 0.73-1.2, p=0.49, C index 0.54 in N9831 and HR 1.35, 95%CI 0.96-1.9, p=0.08, C index 0.54 in B-31). As categorical variable in the entire study cohort, CTS5 risk group was not significantly associated with RFS among patients with intermediate vs. low (HR 0.47, 95%CI 0.18-1.22, p=0.12 and HR 1.61, 95%CI 0.66-3.92, p=0.29) and high vs. low (HR 1.23, 95%CI 0.57-2.67, p=0.6 and HR 1.93, 95%CI 0.85-4.41, p=0.12) with the C index of 0.58 and 0.53 in N9831 and B-31 respectively. There was also no significant difference in RFS among 3 CTS5 risk groups with Kaplan-Meier estimates. Among patients who received concurrent trastuzumab, similar trends were observed with no statistical difference in RFS between high vs. low (HR 0.68, 95%CI 0.24-1.97, p=0.48 and HR 1.44, 95%CI 0.52-3.96, 0.49) with the C index of 0.55 and 0.51 in N9831 and B-31, respectively. Paradoxically, patients with intermediate risk had better RFS than low risk (HR 0.18, 95%CI 0.03-0.97, p=0.05) in N9831 but no significant difference in B-31 (HR 1.31, 95%CI 0.44-3.95, p=0.63). Conclusions: While CTS5 score as a continuous variable was associated with outcome in overall HR+ HER2+ population, this model was not prognostic in patients receiving adjuvant trastuzumab in both N9831 and B-31 trials. Furthermore, the correlation (C index) was modest and CTS5 risk group as a categorical variable could not stratify outcome in this group of patients. This study underlines the need to develop a new prognostic model to better delineate the risk of late relapse in HR+ HER2+ breast cancer patients receiving trastuzumab as this model can facilitate clinical decision for extended adjuvant endocrine therapy. Support: BCRF-19-161, U10CA180821, U10CA180868 and U10CA180822 (NRG), Genentech. https://acknowledgments.alliancefound.org Citation Format: Tanyami Pai, Angelica Gil, Yaohua Ma, Zhuo Li, Pooja Advani, Moreno Moreno-Aspitia, Gerardo Colon-Otero, Edith A. Perez, Yan Asmann, Katherine Pogue-Geile, E. A. Thompson, Saranya Chumsri. Prognostic value of clinical treatment score post-5 years (CTS5) and late relapse risk in hormone receptor-positive HER2-positive breast cancer in the North Central Cancer Treatment Group (NCCTG) N9831 (Alliance) and NSABP B-31 (NRG) trials [abstract]. In: Proceedings of the 2020 San Antonio Breast Cancer Virtual Symposium; 2020 Dec 8-11; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2021;81(4 Suppl):Abstract nr PS6-03.
Identifying areas for quality improvement through outpatient mortality review.
Gococo-Benore, Denise A. , Kase, Adam M. , Chen, Ruqin , Battu, Sree, Kilpatrick, Molly, Robinson, Maisha T. , Cowart, Jennifer B. , Moreno‐Aspitia, Alvaro , Sher, Taimur , Advani, Pooja , Majeed, Umair , Moustafa, Muhamad Alhaj , Jones, Jeremy C , Ailawadhi, Sikander

Journal of Clinical Oncology | October 8, 2020 | Volume: 38 | Issue: 29_suppl | Pages: 230-230

10.1200/jco.2020.38.29_suppl.230 Get It

230 Background: Inpatient mortality review is commonly used to improve patient care. Individual review of outpatient deaths is less common, yet 30-day mortality after hospital stay is an important quality metric. In this study, we sought to identify opportunities for care improvement by reviewing outpatient mortalities for cancer patients who died within 30 days of hospitalization. Methods: We identified 48 patients at Mayo Clinic Florida, with a hematologic (heme) or solid tumor (onc) cancer, who died within 30 days of an index hospital stay in 2018. We created a 32-question review survey to address quality of care around the hospital stay. The review team consisted of 1) heme or onc attendings, 2) heme/onc fellows, and 3) palliative care attendings. Each case was reviewed by one member of each of the 3 groups, split into heme or onc cases. Discrepancies in objective data points were resolved by the research team. Results: Of 143 surveys sent to 13 physicians (3 heme), 112 responses from 11 physicians (1 heme) for 47 patients were received. Twenty-one patients (45%) received cancer therapy within 30 days of death, and 23 (49%) were admitted >2 times in 2 months prior to death. For onc cases, attendings rated prognosis as discussed 83% of the time, vs 65% of fellows and 39% of palliative care; in heme cases, the attending rated prognosis as discussed 11% of the time, vs 86% of fellows and 50% of palliative care. In heme cases, the attending rated expected survival <3 months in 33% of cases vs 71% by fellows and 89% by palliative care; in onc cases, the reviews were more consistent (79% attending, 85% fellow, 93% palliative care). See Table for timing of prognosis discussions and palliative care involvement. Conclusions: The most common improvement opportunities identified by reviewing heme/onc patients who died within 30 days of a hospital stay included documented prognosis discussion and involvement of palliative care. Opportunities differed between heme and onc patients. Future directions include identifying and mitigating barriers that providers face in reaching these goals for their patients. [Table: see text]
Value of clinical treatment score post-5 years (CTS5) for late relapse risk assessment in patients with early-stage HER2+ breast cancer (BC) in the north central cancer treatment group (NCCTG) N9831 (Alliance) trial.
Pai, Tanmayi , Gil, Angelica, Ma, Yaohua , Advani, Pooja , Moreno‐Aspitia, Alvaro , Colón‐Otero, Gerardo , Perez, Edith A. , Thompson, E. Aubrey , Chumsri, Saranya , Li, Zhuo

Journal of Clinical Oncology | May 25, 2020 | Volume: 38 | Issue: 15_suppl | Pages: 529-529

10.1200/jco.2020.38.15_suppl.529 Get It

529 Background: Multiple prognostic models exist to predict late relapse risk in early stage hormone receptor-positive (HR+) breast cancer (BC). The CTS5 is one such model that has been validated in HR+ HER2-negative BC. The value of this model in HR+ HER2+ has not been established. Here, we assessed CTS5 in patients (pts) with early stage HER2+ BC treated in the NCCTG N9831 (Alliance) trial. Methods: Pts with stage I-III HER2+ HR+ BC who survived ≥ 5 years were included. The online CTS5 calculator was used to determine CTS5 score and risk group (low, intermediate, and high) based on age, tumor size, grade, and number of involved nodes. Kaplan-Meier (KM) estimates, Cox regression models, and C index were used for analysis. Results: From 3,130 pts, 1,204 pts met the criteria and were included. Median age was 49 (22-79) years and median tumor size was 2.4 (0.1-12) cm. 63.6% had grade 3 tumors, 33.6% grade 2, and 2.8% grade 1. Median follow up was 10.89 (5.01-15.32) years. Based on CTS5, 821 (68.2%) pts were classified as high risk, 289 (24%) as intermediate risk, and 94 (7.8%) as low risk. Overall, using univariate Cox regression analysis, there was no statistically significant difference in recurrence free survival (RFS) among pts with intermediate vs. low (HR 0.47 95%CI 0.18-1.22, p = 0.12) and high vs. low (HR1.23 95%CI0.57-2.67, p = 0.6) with the C index of 0.58. Among pts who received concurrent trastuzumab (H) with HR+ BC, there was also no statistical difference in RFS between high vs. low (HR 0.68 95%CI0.24-1.97, p = 0.48) with the C index of 0.55. Paradoxically, pts with intermediate risk had better RFS than low risk (HR 0.18 95%CI0.03-0.97, p = 0.05). As a continuous variable, there is also no significant improvement in RFS per 1 unit increase in CTS5 score (HR 1.19 95%CI 0.73-1.96, p = 0.49) with the C index of 0.54. After 5 years, 7.06% (n = 30/425) of HR+ pts treated with concurrent H recurred. Conclusions: The CTS5 model is not prognostic in pts with early stage HR+ HER2+ BC receiving adjuvant H. While most HR+ HER2+ pts are classified as high risk by CTS5, the recurrence between years 5-10 was low in pts who received adjuvant H. This study highlights the need to develop a new predictive model for risk of late relapse in this specific group of pts to enable clinicians to determine which pts would benefit from extended adjuvant endocrine therapy. Support: BCRF-19-161, U10CA180821, Genentech. https://acknowledgments.alliancefound.org Clinical trial information: NCT00005970 .
Paget disease of the breast: A national retrospective analysis of the US population
Huayllani, María T. , Restrepo, David J. , Advani, Pooja , Lu, Xiaona , Spaulding, Aaron , Ball, Colleen T. , McLaughlin, Sarah A. , Forte, Antonio J. , Boczar, Daniel , Spaulding, Aaron C. , Forte, Antonio Jorge , Spaulding, Aaron , Sisti, Andrea

Breast Disease | May 8, 2020 | Volume: 39 | Issue: 3-4 | Pages: 119-126

10.3233/bd-200439 Get It

BACKGROUND: Paget’s disease of the breast is rare. The National Cancer Database (NCDB) is one of the largest tumor databases in the United States. METHODS: We queried the NCDB to identify male and female patients with Paget’s disease of the breast who were treated from January 1, 2004, through December 31, 2015. No age limitations were applied. Descriptive statistical analysis and survival analysis were performed. RESULTS: We analyzed the demographic, disease, and treatment characteristics of 7,191 patients with Paget’s disease of the breast. The median (range) age was 64 (20–90) years. Only 2.1% of patients were men, and 85.4% were white. The most common treatment was complete mastectomy (65.3%), followed by partial mastectomy (30.3%). Tumor destruction was performed in 0.1% of patients, and 4.3% of patients did not undergo any surgery. We examined survival in the subset of 6,864 patients who were treated surgically with complete mastectomy or partial mastectomy. The 5-year survival rate after surgery was 82.5% (95% CI, 81.1%–83.9%). Factors associated with shorter survival were older age, black race/ethnicity, higher tumor grade, regional lymph node metastasis, higher cancer stage, metastatic cancer, and larger tumor size. CONCLUSIONS: Paget’s disease of the breast usually affects patients older than 60 years, and the most common treatment is complete mastectomy. The 5-year overall survival rate of patients with Paget’s disease of the breast is greater than 80% but is lower among older and black people.
Abstract P5-14-14: A validated clinical risk prediction model for cardiac toxicity in patients treated with antiHER2 agents
Advani, Pooja , Cornell, Lauren , Ray, Jordan , Sanchez, Catalina, Villanueva, Armando, Smith, Taryn , Moreno‐Aspitia, Alvaro , Cornell, Lauren F , Li, Zhuo

Cancer Research | March 26, 2020 | Volume: 80 | Issue: 4_Supplement | Pages: P5-14-14-P5-14-14

10.1158/1538-7445.sabcs19-p5-14-14 Get It

Abstract Background: Cardiac toxicity (CT) in the form of left ventricular systolic dysfunction is a well-known complication of anti-HER2 therapy. Prior clinical trial data has suggested potential factors associated with increased risk for CT. We sought to develop a clinical risk prediction model from real world patients to better identify patients who may be at higher risk for CT. Methods: Patients treated with anti-HER2 agents at all Mayo Clinic sites from Jan 2008 to July 2015 were reviewed. Patient data including age, race, body mass index, comorbidities, smoking history, baseline ejection fraction (EF), presence of left ventricular hypertrophy (LVH), prior cancer treatments, number of anti-HER2 agents used, and cardiac medication use were recorded. Factors were compared in patients with and without development of CT. Cox regression models were used to identify univariate and multivariate predictors of CT. A risk score was then assigned based on the final multivariable model. Results: 604 patients were included in final analysis. Median follow-up 2.9 yrs; median age: 57 yr; baseline EF: 64%. One yr CT rate was 7%. Independent predictors of CT were age, baseline EF, LVH, and anthracycline use (C index=0.74). Based on model coefficient, scores of 1, 1, 2 and 3 were assigned to age&gt;55, EF &lt;60%, anthracycline exposure and LVH, respectively. Two random samples of 300 patients were created out of the original cohort for internal validation of the risk score model. In each, the risk score was found to be a highly significant predictor for CT with C index of 0.72 {HR 2.13 (95% CI 1.57-2.90), p &lt;0.001} and 0.77 {HR 2.45 (95% CI 1.74-3.44), p &lt;0.001}. Conclusions: Patients with risk factors of older age, lower baseline EF, anthracycline use and LVH are at increased risk for CT when treated with anti-HER2 agents. Using a risk prediction model at therapy initiation may enhance identification of patients who benefit from cardiology referral, closer cardiac monitoring, and/or prophylactic treatment while on anti-HER2 targeted therapy. Table 1. Multivariable Cox regression model predicting cardiac dysfunctionParameterParameter EstimateHR (95%CI)p valueScoreAge &gt;550.909552.48(1.27, 4.84)0.00751EF&lt;600.634361.89(1.01, 3.53)0.04751Anthracycline Exposure1.046132.85(1.48, 5.46)0.00162Baseline LVH1.633565.12(2.04,12.85)&lt;0.0013 Citation Format: Pooja P Advani, Lauren Cornell, Zhuo Li, Jordan Ray, Catalina Sanchez, Armando Villanueva, Taryn Smith, Alvaro Moreno-Aspitia. A validated clinical risk prediction model for cardiac toxicity in patients treated with antiHER2 agents [abstract]. In: Proceedings of the 2019 San Antonio Breast Cancer Symposium; 2019 Dec 10-14; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2020;80(4 Suppl):Abstract nr P5-14-14.