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Batalini, Felipe

https://orcid.org/0000-0003-3354-308X

Mayo Clinic

Mayo Clinic

Citations 46

Genomic imprinting biomarkers for cervical cancer risk stratification
Bai, Peng, Chen, Ying , Qin, Zhengwen, Cheng, Tong , Pineda, John , Shi, Panying, Wang, Xiaonan , Wang, Jianhong, Xu, Lian , Zheng, Huixian, Lin, Wenyi , Huang, Wenbin , Shen, Rulong , Yue, Changjun, Xu, Hui‐Xiong , Zhou, Ning , Zhang, Yaoyao , Liu, Hanmin , Xiao, Xue , Wang, Wei , Xing, Li , Wang, Xiaonan, Gao, Xuemei , Yang, Lulu , Batalini, Felipe , Liu, Yang

Cancer Communications | October 10, 2024 | Volume: 44 | Issue: 12 | Pages: 1385-1390

10.1002/cac2.12617 Get It

Interventions to reduce racial/ethnic disparities across the breast cancer care continuum.
George, Milan, Moreira, Matheus José Barbosa , Yang, Jeremy, Comini, Ana Carolina Marin, Miyawaki, Isabele Ayumi , Pessoa, Beatriz , Reis, Pedro, Silva, Caroliny , Lama, Nazer, Lowenstein, Lisa M. , Brandão, Gabriela Rangel , Carvalho, Bruno Murad , Jorge, Carlos Alberto Campello , Reis, Pedro, Xavier, Débora Pinheiro , Hicklen, Rachel , McNeill, Lorna Haughton. , Batalini, Felipe , Lin, John Kent

JCO Oncology Practice | September 30, 2024 | Volume: 20 | Issue: 10_suppl | Pages: 160-160

10.1200/op.2024.20.10_suppl.160 Get It

160 Background: In the United States, racial/ethnic disparities in adoption of breast cancer evidence-based practices (EBPs) persist along the cancer care continuum. This scoping review applied an implementation science lens to describe the current evidence base for interventions to reduce disparities, synthesizing evidence on effective interventions while highlighting gaps in the literature. Methods: A formalized search strategy identified USA-based interventional studies aiming to improve adoption of an EBP along the breast cancer care continuum among racially/ethnically minoritized patients. Relevant articles from 1/2010 - 8/2022 (Medline, Embase, Cochrane, and Scopus) were included. For each article, two reviewers screened and extracted data, with a third resolving discrepancies. The PRISMA-ScR checklist and JBO Manual for Evidence Synthesis framework were followed. Results: Our search strategy yielded 45,215 articles. After applying inclusion/exclusion criteria, 59 articles were retained, targeting screening (85%, 50 of 59), treatment (12%, 7 of 59), and survivorship (5%, 3 of 59) (2 targeted multiple areas). No articles targeted end-of-life care. Of these, 49% (29 of 59) were randomized controlled trials (RCTs). Among 24 screening RCTs, the most common interventions—and fraction with statistically significant improved screening uptake—were patient navigation (100%, 11 of 11) and patient education (80%, 4 of 5). Among 4 treatment RCTs, 3 targeted adjuvant chemotherapy uptake. Of these, 1 had significant improvements and used patient navigation. The 2 studies without significant improvements used a patient tracking tool/alert system or patient education. Among 2 survivorship RCTs, one used email interventions, resulting in significantly improved physical activity and dietary health. A second used a nurse-facilitated internet support group, resulting in significantly improved physical/psychological symptoms. Early to mid-stage implementation outcomes (acceptability, adoption, appropriateness, feasibility, or fidelity) were commonly measured (81%, 48 of 59). No study measured later stage implementation outcomes (sustainability or costs). Conclusions: In multiple studies, patient navigation and education improved breast cancer screening among racially/ethnically minoritized populations. In one study, patient navigation improved completion of adjuvant treatment. Despite these studies, patient navigation is not reimbursed for cancer screening, and adoption has not been widespread. Future studies should focus on evaluating and improving later stage implementation outcomes (sustainability and costs). Based on these results, insurance reimbursement mechanisms for screening-related navigation may be warranted. Future breast cancer care delivery disparities research should also be expanded to include treatment, survivorship, and end-of-life care.
QTc prolongation across CDK4/6 inhibitors: a systematic review and meta-analysis of randomized controlled trials
Carvalho, Bruno Murad , Reis, Pedro Cotta Abrahão, Marinho, Alice Deberaldini , Comini, Ana Carolina Marin, Xavier, Débora Pinheiro , Pessoa, Beatriz , Raheem, Farah , Ernst, Brenda , Mina, Lida A. , Batalini, Felipe , Reis, Pedro Cotta Abrahão , Murad, Bruno , Reis, Pedro C A , Deberaldini Marinho, Alice , Xavier, Debora , Ernst, Brenda , Batalini, Felipe , Mina, Lida

JNCI Cancer Spectrum | September 8, 2024 | Volume: 8 | Issue: 5 | Pages: No page available

10.1093/jncics/pkae078 Get It

Abstract Background Cyclin-dependent kinases (CDK) 4/6 inhibitors have significantly improved outcomes for patients with ER+/HER2− breast cancer. Nevertheless, they differ from each other in terms of chemical, biological, and pharmacological features, as well as toxicity profiles. We aim to determine whether QTc prolongation is caused by CDK4/6i in general or if it is associated with ribociclib only. Methods We systematically searched PubMed, Embase, and Cochrane Library for randomized controlled trials (RCTs) comparing the prevalence of QTc prolongation as an adverse event in HR+ breast cancer patients treated with CDK4/6i vs those without CDK4/6i. We pooled relative risk (RR) and mean difference (MD) with 95% confidence interval (CI) for the binary endpoint of QT prolongation. Results We included 14 RCTs comprising 16 196 patients, of whom 8576 underwent therapy with CDK4/6i. An increased risk of QTc prolongation was associated with the use of CDK4/6i (RR = 2.35, 95% CI = 1.67 to 3.29, P < .001; I2 = 44%). Subgroup analyses revealed a significant increase in the QTc interval for the ribociclib and palbociclib cohorts. The ribociclib subgroup showed a relative risk of 3.12 (95% CI = 2.09 to 4.65, P < .001; I2 = 12%), whereas the palbociclib subgroup had a relative risk of 1.51 (95% CI = 1.05 to 2.15, P = .025; I2 = 0%). Conclusion Palbociclib was associated with QTc prolongation; however, the relative risk for any grade QTc was quantitively twice with ribociclib. Furthermore, grade 3 QTc prolongations were observed exclusively with ribociclib. These results are important for guiding clinical decision-making and provide reassurance regarding the overall safety profile of this drug class.
Prospective Study of Supplemental Screening With Contrast-Enhanced Mammography in Women With Elevated Risk of Breast Cancer: Results of the Prevalence Round
Patel, Bhavika , Carnahan, Molly B. , Northfelt, Donald W. , Anderson, Karen S. , Mazza, Gina L. , Pizzitola, Victor J. , Giurescu, Marina E., Lorans, Roxanne, Eversman, William G. , Sharpe, Richard E. , Harper, Laura , Apsey, Heidi A., Palmieri, Jennifer, Fraker, Jessica , Mina, Lida A. , Pockaj, Barbara A. , Patel, Bhavika K , Northfelt, Donald , Harper, Laura K , Apsey, Heidi, Kling, Juliana M , Ernst, Brenda , Fraker, Jessica , Mina, Lida, Batalini, Felipe , Pockaj, Barbara, Mazza, Gina L , Harrison, Molly , Cronin, Patricia A. , Kling, Juliana M. , Ernst, Brenda , Batalini, Felipe

Journal of Clinical Oncology | July 26, 2024 | Volume: 42 | Issue: 32 | Pages: 3826-3836

10.1200/jco.22.02819 Get It

PURPOSE Contrast-enhanced mammography (CEM) and magnetic resonance imaging (MRI) have shown similar diagnostic performance in detection of breast cancer. Limited CEM data are available for high-risk breast cancer screening. The purpose of the study was to prospectively investigate the efficacy of supplemental screening CEM in elevated risk patients. MATERIALS AND METHODS A prospective, single-institution, institutional review board–approved observational study was conducted in asymptomatic elevated risk women age 35 years or older who had a negative conventional two-dimensional digital breast tomosynthesis screening mammography (MG) and no additional supplemental screening within the prior 12 months. RESULTS Four hundred sixty women were enrolled from February 2019 to April 2021. The median age was 56.8 (range, 35.0-79.2) years; 408 of 460 (88.7%) were mammographically dense. Biopsy revealed benign changes in 22 women (22/37, 59%), high-risk lesions in four women (4/37, 11%), and breast cancer in 11 women (11/37, 30%). Fourteen cancers (10 invasive, tumor size range 4-15 mm, median 9 mm) were diagnosed in 11 women. The overall supplemental cancer detection rate was 23.9 per 1,000 patients, 95% CI (12.0 to 42.4). All cancers were grade 1 or 2, ER+ ERBB2–, and node negative. CEM imaging screening offered high specificity (0.875 [95% CI, 0.844 to 0.906]), high NPV (0.998 [95% CI, 0.993 to 1.000), moderate PPV1 (0.164 [95% CI, 0.076 to 0.253), moderate PPV3 (0.275 [95% CI, 0.137 to 0.413]), and high sensitivity (0.917 [95% CI, 0.760 to 1.000]). At least 1 year of imaging follow-up was available on all patients, and one interval cancer was detected on breast MRI 4 months after negative screening CEM. CONCLUSION A pilot trial demonstrates a supplemental cancer detection rate of 23.9 per 1,000 in women at an elevated risk for breast cancer. Larger, multi-institutional, multiyear CEM trials in patients at elevated risk are needed for validation.
Efficacy and safety of fruquintinib across different subgroups of patients with previously treated metastatic colorectal cancer: A meta-analysis.
Silva, Luis Felipe Leite da, Zheng-Lin, Binbin , Menezes, Junior Alonso de, Peixoto, Renata D’Alpino , Batalini, Felipe

Journal of Clinical Oncology | June 17, 2024 | Volume: 42 | Issue: 16_suppl | Pages: e15589-e15589

10.1200/jco.2024.42.16_suppl.e15589 Get It

e15589 Background: Most patients with mCRC eventually develop disease progression or intolerance to first- and second-line therapy. Fruquintinib, a selective oral tyrosine kinase inhibitor of VEGFRs 1, 2, and 3, has emerged as a novel treatment option for refractory mCRC. We conducted a meta-analysis to assess the safety and efficacy of Fruquintinib for the treatment of refractory mCRC compared to placebo in specific patient subgroups of interest. Methods: We systematically searched PubMed, EMBASE, and Cochrane databases for randomized controlled trials (RCTs) reporting Fruquintinib efficacy. The data extraction followed PRISMA guidelines and our protocol was registered in PROSPERO (CRD42023477783). Summary hazard ratios (HRs) of overall survival (OS) and progression-free survival (PFS) were calculated using a random-effects model. The likelihood of Fruquintinib being associated with adverse events (AEs) was expressed by odds ratios (ORs). Results: Of the 1138 studies yielded by the search, three were included, totaling 1178 patients, of whom 786 (67%) received Fruquintinib. This meta-analysis of three randomized trials assessed the clinical outcomes of Fruquintinib in the intervention group compared with placebo in refractory mCRC. Pooled results from all three studies suggested the superiority of Fruquintinib in PFS (HR: 0.29 [0.25, 0.34], 95% CI, I² = 10%, p < 0.01) and OS (HR: 0.66 [0.57, 0.76], 95% CI, p < 0.01). Notably, subgroup analysis showed that Fruquintinib was associated with improved PFS in patients with prior use of VEGF inhibitors (HR: 0.32 [0.27, 0.38], 95% CI, p < 0.01) and those with more than three prior lines of treatment (HR: 0.37 [0.25, 0.53], 95% CI, p < 0.01), RAS wild-type status (HR: 0.25 [0.13, 0.35], 95% CI, p < 0.01), or RAS mutated (HR: 0.33 [0.28, 0.40], 95% CI, p < 0.01). In the safety analysis, fruquintinib and placebo showed no significant differences in serious AEs; nonetheless, the VEGFR inhibitor was associated with more frequent grade ≥ 3 AEs (OR: 3.13 [1.15, 8.53], 95% CI, p = 0.03). Conclusions: This meta-analysis supports the efficacy of Fruquintinib for refractory mCRC regardless of previous use of VEGF inhibitors, the number of previous treatment lines, and gene RAS mutational status, without a significant increase in serious adverse events. [Table: see text]
Paired matched normal sequencing to accurately identify somatic clonal hematopoiesis mutations (CHm) in solid tumor tissue and plasma specimens.
Eterovic, Karina, Troxel, Susan, Urban, Brent, Harcar, Mechelle, Shreeve, Jacob, Ilsley, Diane, Patel, Ananddeep, Watters, Matthew, Sathyan, Pratheesh, LoCoco, Jennifer S. , Batalini, Felipe , Kutumbaka, Kirthi K. , Sathyan, Pratheesh, Tierno, Marni Brisson , Moss, Tyler J.

Journal of Clinical Oncology | June 14, 2024 | Volume: 42 | Issue: 16_suppl | Pages: 3051-3051

10.1200/jco.2024.42.16_suppl.3051 Get It

3051 Background: Clonal hematopoiesis (CH), characterized by the presence of somatic mutations in blood cells, can be found in cancer-related genes when sequencing tumor tissue or plasma samples. Inability to distinguish somatic, tumor-derived mutations from CHm can lead to inaccurate treatment decisions. In this prospective study, we confirmed potential CHm in solid tumors by sequencing and analysis of paired matched normal (PMN) specimens. Methods: We prospectively enrolled 56 patients diagnosed with advanced cancer, including lung (16), colorectal (13), breast (10), gastric (7), ovarian (2), pancreatic (2), liver (2), cervix (1), uterine (1), fallopian tube (1), and perihilar bile duct (1). Targeted next-generation sequencing using a 523 gene panel was performed on paired formalin-fixed paraffin-embedded (FFPE) and circulating tumor DNA (ctDNA) samples. Additionally, whole exome sequencing was performed on PMN buffy coat samples. Analysis of all three specimens was performed to classify somatic mutations as tumor-derived or CHm. Results: We identified 21 potential CHm within the FFPE and ctDNA samples of 13 patients (23.2% of the cohort) with lung (7), breast (2), liver (2), colorectal (1), and gastric (1) cancers. CHm were further confirmed when present in buffy coat samples. The VAF of CHm in FFPE and ctDNA samples exhibited a wide range, spanning from 0.85% to 38.4%, with 7 of those identified at <2% VAF. For these same aberrations, VAF in buffy coat samples ranged from 1.6% to 48%, with seven mutations exhibiting VAF levels <5%. Four of these CHm were classified as oncogenic or likely oncogenic. Four CHm, including an oncogenic TP53 mutation, were identified in the oldest patient (75 years old, lung cancer), while an oncogenic DNMT3A mutation was detected in the youngest patient (42 years old, breast cancer). Both had a 30-year history of smoking. Conclusions: Our findings identified somatic CHm in a substantial subset (23.2%) of solid tumors, with four identified as oncogenic or likely oncogenic mutations. The broad spectrum of VAFs for CHm suggests that using VAF as a cut-off to exclude likely CHm may be unreliable. The low VAF CHm found in matched normal specimens indicates low-pass sequencing may not detect critical CHm, even in paired analysis. The diverse age range of patients with CHm (42 to 75 years old) suggests that CHm are not restricted to older populations, and that additional factors, such as smoking history, may play a role. These findings underscore the importance of incorporating routine PMN buffy coat sequencing into clinical practice, to identify somatic CHm that can impact personalized cancer treatment strategies.
Abstract PO5-12-08: QTc prolongation as Adverse Effect of CDK4/6 inhibitors: A systematic review and meta-analysis of randomized controlled trials
Carvalho, Bruno Murad , Reis, Pedro Cotta Abrahão , Marinho, Alice Deberaldini , Comini, Ana Carolina, Pessoa, Beatriz , Murad, Bruno , Xavier, Débora Pinheiro , Batalini, Felipe

Cancer Research | May 2, 2024 | Volume: 84 | Issue: 9_Supplement | Pages: PO5-12-08-PO5-12-08

10.1158/1538-7445.sabcs23-po5-12-08 Get It

Abstract Introduction: CDK4/6 inhibitors (CDK4/6i), such as abemaciclib, ribociclib, and palbociclib, have significantly improved outcomes for patients with ER+/HER2− breast cancer. Nevertheless, they differ among each other in terms of chemical, biological, and pharmacological features, as well as toxicity profiles. Ribociclib causes concentration-dependent increases in the QTc interval, particularly in combination with tamoxifen. However, the pathogenesis of ribociclib-induced QTc prolongation remains unclear. We aim to determine whether QTc prolongation is caused by CDK4/6i in general or if it is associated with ribociclib only. Methods: We performed a systematic review and meta-analysis of randomized clinical trials (RCTs) to compare QTc prolongation in patients using CDK4/6i in combination with hormonal agents to patients that did not use CDK4/6i, including neoadjuvant, adjuvant, or metastatic scenarios in breast cancer. We searched Embase, PubMed and Cochrane Library databases from inception to June 2023. The outcomes evaluated were QTc prolongation of all grades. Statistical analysis was performed with R software version 2023.03.0+386. Results: We included 14 RCTs comprising 16,013 patients in the quantitative analysis, of whom 8,585 underwent therapy with CDK4/6i, and one more paper was included only in the qualitative analysis due to not reporting the exact number of events of QTc prolongation. An increased risk of QTc prolongation was associated with the use of CDK4/6i (RR 2.32; 95% CI 1.67–3.23; p=0.000001; I²=46%). Subgroup analyses revealed a significant increase in the QTc interval for the ribociclib and palbociclib cohorts. The ribociclib subgroup showed a risk ratio of 3.07 (RR 3.07; 95% CI 2.17-4.36; p&lt; 0.000001; I² = 21%) while the palbociclib subgroup had a risk ratio of 1.52 (RR 1.51; 95% CI 1.05-2.16; p=0.025, I²=0%). Conclusion: Our findings suggest that QTc prolongation may be a common adverse effect of CDK4/6i, with ribociclib carrying greater risk. These results are important for guiding clinical decision-making, and further investigation is warranted to better understand the mechanisms and clinical implications of CDK4/6 i-induced QTc prolongation. Citation Format: Bruno Carvalho, Pedro Cotta Abrahão Reis, Alice Marinho, Ana Carolina Comini, Debora Xavier, Beatriz Mella S. Pessoa, Felipe Batalini. QTc prolongation as Adverse Effect of CDK4/6 inhibitors: A systematic review and meta-analysis of randomized controlled trials [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 PO5-12-08.
Abstract CT205: Neoadjuvant (Z)-endoxifen in premenopausal ER+, HER2- breast cancer: Evaluation of the first pharmacokinetic cohort of the EVANGELINE trial
Fraser, Heather , Mina, Lida A. , Advani, Pooja , Leon‐Ferre, Roberto A. , Hunt, Katie N. , Buhrow, Sarah A. , Schellenberg, Matthew J. , Hawse, John R. , Goetz, Matthew P. , Suman, Vera J. , Fraser, Heather, Giridhar, Karthik V. , Batalini, Felipe , Jayaraman, Swaathi , Jakub, James W. , Cronin, Patricia A. , Piltin, Mara A. , Degnim, Amy C. , Ingle, James N. , Boughey, Judy C. , Reid, Joel M. , Quay, Steven C.

Cancer Research | April 5, 2024 | Volume: 84 | Issue: 7_Supplement | Pages: CT205-CT205

10.1158/1538-7445.am2024-ct205 Get It

Abstract Background: Ovarian function suppression (OFS) combined with tamoxifen (TAM) or an aromatase inhibitor (AI) is standard for premenopausal (PM) ER+, HER2- breast cancer (BC). However, &gt; 40% PM patients (pts) are intolerant of OFS. For these pts, TAM is the only FDA approved option. In the neoadjuvant endocrine setting, pts with endocrine sensitive disease (ESD) (Ki-67 ≤ 10% at 4 weeks) have 5yr dDFS &gt; 97%; however, only 45% of TAM pts vs &gt;75% with AI+OFS achieve 4 wk ESD (Nitz JCO 2022). (Z)-endoxifen (ENDX) is a potent anti-estrogen superior to TAM and AI in xenograft models and with antitumor activity in endocrine-resistant postmenopausal pts. ENDX additionally targets protein kinase C beta 1 (PKCβ1) at concentrations &gt;500 ng/mL, resulting in AKT inhibition and apoptosis (Jayaraman npj Breast Cancer 2023). We hypothesize that ENDX dual targeting of ERα and PKCβ1 will obviate the need for OFS and be non-inferior to AI plus OFS for PM pts with ER+/HER2- BC. Methods: EVANGELINE (NCT05607004) is an ongoing phase 2 multicenter neoadjuvant study with pharmacokinetic (PK) run-in assessing ENDX in PM women with ER+/HER2- BC. The primary objective for the PK run-in is to identify a dose (40 or 80 mg/day) resulting in ENDX steady state concentrations (Css) of 500-1000 ng/mL (to target both ERα and PKCβ1) without significant toxicity. Following PK run-in, the randomized phase II goal is to assess whether the ESD rate with ENDX is non-inferior to exemestane plus goserelin. Women with ESD at wk4 continue treatment for 24 weeks followed by surgery. Here we report the results from the 40 mg/day PK run-in. Results: Seven PM women (6 White, 1 Asian) aged 28-51 (median 46) received ENDX 40 mg/day. Pt characteristics on study were: ER &gt; 90% (all pts), median Ki-67 = 13 (range 4-33%), cTstage (cT2: 6 pts, cT3: 1 pt), and tumor grade (G1: 1 pt, G2: 6 pts). The median ENDX 28 day Css (ng/mL) was 263.6 (range 180.3-376.6). One pt discontinued due to wk4 Ki-67 remaining &gt; 10%. The remaining 6 had ESD, with either wk4 Ki-67 remaining ≤ 10% (3 pts) or decreasing to ≤ 10% (3 pts) and after 24 wks underwent surgery with surgical Ki-67 ≤ 3% (range 0-3%). MRI central review (wk12 and wk24) demonstrated target lesion decreases in all pts with 1 CR, 1 PR and 4 SD (RECIST). Treatment related toxicities included grade 3 headache (n=1), grade 2 amenorrhea (n=1), and grade 2 hot flashes (n=1). The median (range) baseline estrone (n=5) was 54 pg/mL (19-114) with median (range) fold increase from baseline of 9.0 (1.3-23.2) at wk4 and 4.7 (0.4 - 25.9) at wk24. The median baseline estradiol level (n=5) was 29 pg/mL (19-209) with median fold increases from baseline of 17.9 (0.4-57.0) at wk4 and 8.1 (0.04 - 56.6) at wk24. Additional surgical and blood biomarker data will be presented at the meeting. Conclusions: ENDX (40 mg/day) exhibits promising antitumor activity for PM ER+/HER2- BC but with ENDX Css below target. Enrollment is ongoing to the 80 mg/day dose level. Citation Format: Matthew P. Goetz, Vera J. Suman, Heather Fraser, Lida Mina, Pooja Advani, Roberto Leon-Ferre, Karthik Giridhar, Felipe Batalini, Katie N. Hunt, Swaathi Jayaraman, James Jakub, Patricia Cronin, Mara Piltin, Amy Degnim, James N. Ingle, Judy C. Boughey, Sarah Buhrow, Joel Reid, Matthew Schellenberg, John Hawse, Steven Quay. Neoadjuvant (Z)-endoxifen in premenopausal ER+, HER2- breast cancer: Evaluation of the first pharmacokinetic cohort of the EVANGELINE trial [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 2 (Late-Breaking, Clinical Trial, and Invited Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(7_Suppl):Abstract nr CT205.
Artificial intelligence for triaging of breast cancer screening mammograms and workload reduction: A meta-analysis of a deep learning software
Xavier, Débora Pinheiro , Miyawaki, Isabele, Jorge, Carlos Alberto Campello , Silva, Gabriela Batalini Freitas, Lloyd, Maxwell R. , Batalini, Felipe , Xavier, Debora , Lloyd, Maxwell , Patel, Bhavika , Batalini, Felipe , Miyawaki, Isabele Ayumi , Moraes, Fábio Ynoe de

Journal of Medical Screening | December 20, 2023 | Volume: 31 | Issue: 3 | Pages: 157-165

10.1177/09691413231219952 Get It

Objective Deep learning (DL) has shown promising results for improving mammographic breast cancer diagnosis. However, the impact of artificial intelligence (AI) on the breast cancer screening process has not yet been fully elucidated in terms of potential workload reduction. We aim to assess if AI-based triaging of breast cancer screening mammograms could reduce the radiologist's workload with non-inferior sensitivity. Methods PubMed, EMBASE, Cochrane Central, and Web of Science databases were systematically searched for studies that evaluated AI algorithms on computer-aided triage of breast cancer screening mammograms. We extracted data from homogenous studies and performed a proportion meta-analysis with a random-effects model to examine the radiologist's workload reduction (proportion of low-risk mammograms that could be theoretically ruled out from human's assessment) and the software's sensitivity to breast cancer detection. Results Thirteen studies were selected for full review, and three studies that used the same commercially available DL algorithm were included in the meta-analysis. In the 156,852 examinations included, the threshold of 7 was identified as optimal. With these parameters, radiologist workload decreased by 68.3% (95%CI 0.655–0.711, I² = 98.76%, p < 0.001), while achieving a sensitivity of 93.1% (95%CI 0.882–0.979, I² = 83.86%, p = 0.002) and a specificity of 68.7% (95% CI 0.684–0.723, I² = 97.5%, p < 0.01). Conclusions The deployment of DL computer-aided triage of breast cancer screening mammograms reduces the radiology workload while maintaining high sensitivity. Although the implementation of AI remains complex and heterogeneous, it is a promising tool to optimize healthcare resources.
Homologous Recombination Deficiency Landscape of Breast Cancers and Real-World Effectiveness of Poly ADP-Ribose Polymerase Inhibitors in Patients With Somatic BRCA1/2, Germline PALB2, or Homologous Recombination Deficiency Signature
Batalini, Felipe , Madison, Russell W. , Sokol, Ethan S. , Jin, Dexter X. , Chen, Kuei‐Ting , Decker, Brennan , Pavlick, Dean C. , Wulf, Gerburg M. , Garber, Judy E. , Oxnard, Geoffrey R. , Schrock, Alexa B. , Garber, J. E. , Frampton, Garrett M , Wulf, Gerburg M , Oxnard, Geoffrey R , Schrock, Alexa B , Tung, Nadine , Batalini, Felipe , Decker, Brennan , Frampton, Garrett M. , Tung, Nadine

JCO Precision Oncology | November 22, 2023 | Volume: No volume available | Issue: 7 | Pages: No page available

10.1200/po.23.00091 Get It

PURPOSE Poly ADP-ribose polymerase inhibitors (PARPi) are approved for patients with human epidermal growth factor receptor 2–negative metastatic breast cancer (mBC) and germline pathogenic/likely pathogenic variant (hereafter mutation) in the BRCA1/ 2 genes (g BRCA); however, clinical benefit has also been demonstrated in mBC with somatic BRCA1/ 2 mutations (s BRCA) or germline PALB2 mutations (g PALB2). This study aims to describe the genomic landscape of homologous recombination repair (HRR) gene alterations in mBC and assess PARPi treatment outcomes for patients with g BRCA compared with other HRR genes and by status of a novel homologous recombination deficiency signature (HRDsig). METHODS A real-world (RW) clinico-genomic database (CGDB) of comprehensive genomic profiling (CGP) linked to deidentified, electronic health record–derived clinical data was used. CGP was analyzed for HRR genes and HRDsig. The CGDB enabled cohort characterization and outcomes analyses of 177 patients exposed to PARPi. RW progression-free survival (rwPFS) and RW overall survival (rwOS) were compared. RESULTS Of 28,920 patients with mBC, g BRCA was detected in 3.4%, whereas the population with any BRCA alteration or g PALB2 increased to 9.5%. HRDsig+ represented 21% of patients with mBC. BRCA and g PALB2 had higher levels of biallelic loss and HRDsig+ than other HRR alterations. Outcomes on PARPi were assessed for 177 patients, and g BRCA and s BRCA/ gPALB2 cohorts were similar: g BRCA versus s BRCA/g PALB2 rwPFS was 6.3 versus 5.4 months (hazard ratio [HR], 1.37 [0.77-2.43]); rwOS was 16.2 versus 21.2 months (HR, 1.45 [0.74-2.86]). Additionally, patients with HRDsig+ versus HRDsig– had longer rwPFS (6.3 v 2.8 months; HR, 0.62 [0.42-0.92]) and numerically longer rwOS (17.8 v 13.0 months; HR, 0.72 [0.46-1.14]). CONCLUSION Patients with s BRCA and g PALB2 derive similar benefit from PARPi as those with g BRCA alterations. In combination, HRDsig+, s BRCA, and g PALB2 represent an additional 19% of mBC that can potentially benefit from PARPi. Randomized trials exploring a more inclusive biomarker such as HRDsig are warranted.