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Hu, Chunling

https://orcid.org/0000-0002-6814-4639

Mayo Clinic

Mayo Clinic

Citations 83

Clinicopathologic characteristics of early‐onset breast cancer among unselected young Black women
Shah, Tiana, Tinker, Rory J., Weidner, Anne , Venton, Lindsay , Roberson, M., Lehmann, Brian D. , Couch, Fergus J., Reid, Sonya, Metcalfe, Kelly , Pal, Tuya, Tinker, Rory J. , Beasley, Heather K , Weidner, Anne , Venton, Lindsay , Metcalfe, Kelly A , Tinker, R J , Beasley, Heather K. , Hu, Chunling , Roberson, Mya L. , Lehmann, Brian David , Couch, Fergus J. , Pal, Tuya

Cancer | June 8, 2026 | Volume: 132 | Issue: 12 | Pages: No page available

10.1002/cncr.70402 Get It

Abstract Background Black women are more likely to develop and die from early‐onset breast cancer. Hereditary breast cancer (HBC) is strongly associated with early age of onset. Accordingly, HBC characteristics in young Black women were evaluated. Methods Black women diagnosed with invasive breast cancer at age 50 years or younger between 2005 and 2018 were recruited through the state cancer registries in Florida and Tennessee. Participants were asked to complete a questionnaire, sign medical records releases, and donate a saliva sample for free genetic testing to identify HBC germline pathogenic or likely pathogenic variant (GPV). Women with sporadic versus hereditary breast cancer were compared, based on age distribution, clinical characteristics, and family cancer history. Results Among 686 participants with confirmed genetic testing, 15.3% had GPVs in breast and/or ovarian cancer predisposition genes, including BRCA1 (7.7%), BRCA2 (4.5%), PALB2 (0.9%), and ATM (0.7%), with 1.5% in other genes. Compared to the sporadic group, triple‐negative breast cancers were overrepresented among BRCA1 carriers (23.6% vs. 75.5%; p < .001), and family history of breast cancer was significantly more frequent among BRCA1 , BRCA2 , and PALB2 carriers (all p < .05). The majority of breast cancers occurred by age 40 years in BRCA1 carriers (52.8%), compared to other genes, where age was more evenly distributed. Conclusion Among unselected young Black women with breast cancer, our findings demonstrate that the highest frequency of HBC GPVs are in BRCA1 , BRCA2, and PALB2, with identification of distinct histopathologic and demographic characteristics across HBC genes, underscoring the critical need for genetic testing in all populations.
Pathogenic Variants, Family History, and Cumulative Risk of Breast Cancer in US Women
Keil, Alexander P. , Taylor, Jack A. , Yadav, Siddhartha , Culver, Hoda Anton, Auer, Paul L. , Bodelón, Clara , Haiman, Christopher A., Lindströem, Sara, Martinez, Maria Elena, Nathanson, Katherine L. , Patel, Alpa V. , Penney, Kathryn L., Ruddy, Kathryn J. , Teras, Lauren R., Vachon, Celine M. , Weitzel, Jeffrey N. , Yao, Song, Weitzel, Jeffrey N , Yadav, Siddhartha , Taylor, Jack A , Nathanson, Katherine L , O’Brien, Katie M. , Weinberg, Clarice R. , Polley, Eric C. , Boddicker, Nicholas , Hu, Chunling , Ambrosone, Christine B. , Brantley, Kristen D. , Burnside, Elizabeth S. , Chen, Fei , Domchek, Susan M. , Eliassen, A. Heather , Hodge, James M. , Kraft, Peter , Lacey, James V. , Neuhausen, Susan L. , Olson, Janet E. , Palmer, Julie R. , Penney, Kathryn , Scott, Christopher G. , Teras, Lauren R. , Trentham‐Dietz, Amy , Vachon, Celine M. , Yao, Song , Zirpoli, Gary , Couch, Fergus J. , Sandler, Dale P.

JAMA Oncology | October 9, 2025 | Volume: 11 | Issue: 12 | Pages: 1458

10.1001/jamaoncol.2025.3875 Get It

Importance Inherited pathogenic variants (PVs) in known predisposition genes can greatly increase breast cancer risk, but the combined impact of PV status, family history, and other factors on breast cancer risk in the general US population has not been well described. Objective To evaluate population-based breast cancer risk estimates for those with established PVs overall and stratified by first-degree family history of breast cancer and other factors. Design, Setting, and Participants This study used pooled data from 13 US-based breast cancer case-control studies participating in the Cancer Risk Estimates Related to Susceptibility (CARRIERS) consortium. Enrollment for individual studies occurred between 1976 and 2013, and results are based on data released March 2023, with analyses conducted from June 2022 to July 2025. Exposures PVs, breast cancer family history, self-reported race and ethnicity, and established risk factors. Main Outcomes and Measures Breast cancer rate ratios for PVs in 7 genes were estimated from the CARRIERS consortium. PV status and incidence and mortality statistics were combined using the Individualized Coherent Absolute Risk Estimation (iCARE) model to estimate conditional cumulative breast cancer risks and 95% CIs, stratified by family history and standardized to the US population. Models that incorporated population-based data and published estimates for established epidemiologic risk factors were also evaluated. Results A total of 67 692 women were studied, including 33 841 who were diagnosed with breast cancer. PVs in ATM , BRCA1 , BRCA2 , CHEK2 , and PALB2 were strongly associated with breast cancer risk, with BRCA1 and PALB2 PVs showing evidence of heterogeneity by family history. In models considering PVs, family history, and established risk factors, the estimated cumulative risks of breast cancer by age 50 years ranged from 2.4% (95% CI, 2.4-2.4) in women with no PVs and no family history to 35.5% (95% CI, 21.6-55.1) in PALB2 PV carriers with a family history. Among women who have not been diagnosed with breast cancer by age 50 years, the cumulative risk of breast cancer by age 80 years ranged from 11.1% (95% CI, 11.0-11.2) in noncarriers with no family history to 70.5% (95% CI, 52.8-83.5) for PALB2 carriers with a family history. PV-specific cumulative risk estimates varied across subgroups defined by race and ethnicity and potentially modifiable epidemiologic risk factors. Conclusions and Relevance In this study, population-based estimates of cumulative breast cancer risk for established PVs, as informed by the CARRIERS case-control sample, varied by family history and potentially modifiable risk factors. These estimates provide guidance for identifying individuals who will most benefit from enhanced screening and prevention strategies.
Genomic and Immune Landscape of Pancreatic Ductal Adenocarcinoma Associated with Germline Pathogenic Variants in ATM
Yadav, Siddhartha , Bao, Riyue , Graham, Rondell P. , Hart, Steven N. , Na, Jie , Boddicker, Nicholas , Gnanaolivu, Rohan , Smadbeck, James , Ding, Li , Billadeau, Daniel D. , Mayer, Aaron T. , Hu, Chunling , Hart, Steven N , Na, Jie , Boddicker, Nicholas J , Gnanaolivu, Rohan , Smadbeck, James B , Ding, Li , Billadeau, Daniel D , Mayer, Aaron T , Majumder, Shounak , Morais Lyra, Paulo Cilas , Lee, Adrian V , Monteiro, Alvaro N , Villasboas, Jose Caetano , McWilliams, Robert R , Couch, Fergus J. , Graham, Rondell P , Yadav, Siddhartha , Hu, Chunling , Majumder, Shounak , Lyra, Paulo C. , Lee, Adrian V. , Monteiro, Álvaro N.A. , Villasboas, José C. , McWilliams, Robert R. , Couch, Fergus J.

Clinical Cancer Research | August 19, 2025 | Volume: 31 | Issue: 21 | Pages: 4463-4474

10.1158/1078-0432.ccr-24-4120 Get It

Abstract Purpose: Germline pathogenic variants (PV) in ATM increase the risk of pancreatic ductal adenocarcinoma (PDAC), but the underlying tumor biology of PDAC associated with germline PV in ATM has not been adequately explored. Experimental Design: Whole-genome, whole-exome, and RNA sequencing were performed on PDAC tumors from 25 germline ATM PV carriers diagnosed at Mayo Clinic between 2007 and 2017. Somatic and copy-number alterations, mutational signatures, transcriptomic subtypes, and the immune landscape were evaluated. Results: High-quality whole-exome and whole-genome sequencing were obtained from 21 and 15 tumors, respectively. Biallelic inactivation of ATM was observed in 87%, KRAS PV in 90%, CDKN2A homozygous loss in 60%, and TP53 alterations in &lt;10% of these tumors. A predominant clock-like mutational signature was present in all samples. Whole-transcriptome analysis identified that the aberrantly differentiated endocrine exocrine subtype accounted for 18% of PDAC and was consistently associated with &gt;5-year overall survival. In addition, a 28-gene expression–based signature associated with overall survival was identified and further validated in The Cancer Genome Atlas cohort. Immune landscape analysis through CODEX identified enriched CD4 T-helper cell/tumor interactions and reduced B7H3-high cell/tumor interactions in ATM PV carriers compared with noncarriers. Conclusions: The observed absence of TP53 PV and enrichment for CDKN2A alterations in ATM tumors, along with differences in the mutational signatures, transcriptomic subtypes and immune landscape, improve our understanding of the mechanistic pathways involved in PDAC development in germline ATM PV carriers and help identify potential targeted therapeutic strategies.
Germline pathogenic variants in cancer predisposition genes and overall survival of women with breast cancer.
Bodelón, Clara , John, Esther M. , Teras, Lauren R., Domchek, Susan M., Couch, Fergus J., John, Esther M , Yadav, Siddhartha , Na, Jie , Hu, Chunling , Boddicker, Nicholas , Teras, Lauren R. , Palmer, Julie R. , Couch, Fergus J.

Journal of Clinical Oncology | May 28, 2025 | Volume: 43 | Issue: 16_suppl | Pages: 10510-10510

10.1200/jco.2025.43.16_suppl.10510 Get It

10510 Background: The impact of germline pathogenic or likely pathogenic variants (PVs) in cancer predisposition genes on overall survival (OS) after breast cancer diagnosis is not well defined. In particular, unbiased OS estimates from population-based studies accounting for clinical subtypes of breast cancer (based on ER, PR, and HER2 status) and for genes other than BRCA1/2 are lacking. Methods: The study included 25,168 prospectively followed women with locoregional invasive breast cancer within the population-based CARRIERS study. Germline sequencing using a custom multigene amplicon-based panel was performed to identify PVs. OS was compared between germline PV carriers in ATM, BRCA1, BRCA2, CHEK2 and PALB2 and non-carriers (negative for germline PVs in 13 known breast cancer predisposition genes) for each clinical subtype of breast cancer from the time of breast cancer diagnosis to death or last follow up in a multivariable Cox proportional hazard regression analysis adjusting for age at diagnosis, race/ethnicity, histology, TNM stage, type of surgery, use of adjuvant radiation, chemotherapy and endocrine agents. Results: Among 25,168 women with breast cancer, germline PVs in one of the five breast cancer predisposition genes were detected in 5.8% of the women [ ATM : 0.8%, BRCA1 : 1.3%, BRCA2: 1.6%, CHEK2 : 1.5%, and PALB2 : 0.6%]. Among women with ER+ breast cancer, compared to non-carriers, a significantly worse OS was noted for BRCA1 (Hazard Ratio (HR): 1.8, 95% Confidence Interval (CI): 1.1 – 3.0, p=0.02) and BRCA2 (HR: 1.8, 95%CI: 1.4 – 2.4, p<0.001), but not for ATM (HR: 1.2, 95%CI: 0.8 – 1.7, p=0.40) or CHEK2 (HR:1.0, 95%CI: 0.8 – 1.3, p=1.0) PV carriers. Worse OS was noted in PALB2 PV carriers with ER+ breast cancer (HR:1.5, 95%CI: 0.9 – 2.2, p=0.09), although it did not reach statistical significance. Similar HR estimates for OS as with ER+ breast cancer were observed in women with ER+/HER2- breast cancer for BRCA1 , BRCA2 and PALB2 PV carriers, but only BRCA2 results were statistically significant. Among women with ER-negative breast cancer, compared to non-carriers, a significant difference in OS was not observed for PV carriers in ATM (HR:0.8, 95%CI: 0.4 – 1.8, p=0.63), BRCA1 (HR:1.2, 95%CI: 0.8 – 1.7, p=0.35), BRCA2 (HR: 0.8, 95%CI: 0.5 – 1.2, p=0.29), CHEK2 (HR: 0.7, 95%CI: 0.3 – 1.4), or PALB2 (HR: 0.9, 95%CI: 0.5 -1.7, p=0.78). Conclusions: The suggestive differences in OS by ER status of the tumor in BRCA1 and BRCA2 PV carriers warrant further investigation of underlying tumor biology and assessment of endocrine sensitivity of breast cancer in germline PV carriers.
Breast Cancer Risk Modification in Women with Pathogenic Variants in BRCA1 , BRCA2 , ATM , C
Kurian, Allison W. , Hughes, Elisha , Bernhisel, Ryan , Hu, Eudora , Polley, Eric C. , Yadav, Siddhartha , Caswell‐Jin, Jennifer L. , John, Esther M. , Shadyab, Aladdin H. , Chlebowski, Rowan T. , Hu, Chunling , Caswell-Jin, Jennifer L , John, Esther M , Shadyab, Aladdin H , Chlebowski, Rowan , Nassir, Rami , Kraft, Peter , Stefanick, Marcia L , Couch, Fergus J. , Yadav, Siddhartha , Polley, Eric C , Kurian, Allison W , Hu, Chunling , Nassir, Rami , Kraft, Peter , Couch, Fergus J.

Cancer Research Communications | April 29, 2025 | Volume: 5 | Issue: 5 | Pages: 783-791

10.1158/2767-9764.crc-24-0592 Get It

Abstract There are limited prospective data on whether established risk factors modify breast cancer risk in women with pathogenic variants (PV) in BRCA1/2 and virtually no risk modification data for ATM, CHEK2, or PALB2. We conducted a nested case–control study in the Women’s Health Initiative (WHI), randomly selecting women with and without breast cancer for DNA sequencing. We evaluated breast cancer odds associated with obesity, family cancer history, smoking, alcohol, parity, breastfeeding, oophorectomy, tubal ligation, neighborhood socioeconomic status, and menopausal hormone therapy (MHT) with estrogen and progestin or estrogen only in PV carriers and noncarriers. In exploratory analyses, we grouped genes by established predisposition for estrogen receptor (ER)-positive (ATM and CHEK2) or ER-negative (BRCA1 and PALB2) disease. Multivariable models with interaction terms were used to assess differential risk modification by PVs. Among 12,957 WHI participants, 287 carried PVs. Breastfeeding was modestly associated with reduced risk for PALB2 [OR = 0.08; 95% confidence interval (CI), 0.00–0.92; P value = 0.042]. With one-sided 95% CI, power was sufficient to exclude OR ≥2.0 with obesity for ATM and BRCA2; smoking and alcohol for CHEK2; no breastfeeding for ATM; no oophorectomy for BRCA2 and CHEK2; no tubal ligation for CHEK2; and neighborhood socioeconomic status for all genes. Estrogen + progestin MHT was modestly associated with increased risk for ER-positive PVs (OR = 7.31; 95% CI, 1.14–64.20; P = 0.036). PVs did not modify risk (interaction P ≥ 0.05). BRCA1/2, ATM, CHEK2, and PALB2 PV carriers do not have breast cancer OR ≥2.0 with many established risk factors. However, MHT warrants additional study in PV carriers. Significance: There is limited information on whether established risk factors increase breast cancer risk from PVs. In the WHI, PV carriers had no substantial (≥2-fold) increase with most risk factors, except potentially MHT in ATM or CHEK2 carriers. The results may inform counseling and research on MHT.
Pathogenic Variants in Cancer Susceptibility Genes Predispose to Ductal Carcinoma In Situ of the Breast
Huang, Huaizhi , Couch, Ronan E. , Karam, Rachid , Boddicker, Nicholas , Polley, Eric C. , Na, Jie , Ambrosone, Christine B. , Yao, Song , Trentham‐Dietz, Amy , Bodelón, Clara , Hodge, James M. , Patel, Alpa V. , Haiman, Christopher A. , John, Esther M. , Vachon, Celine M. , Ruddy, Kathryn J. , Goldgar, David E. , Nathanson, Katherine L. , Weitzel, Jeffrey N. , Dolinsky, Jill S. , Pesaran, Tina , Hu, Chunling , Boddicker, Nicholas J , Polley, Eric C , Na, Jie , Ambrosone, Christine B , Yao, Song , Trentham-Dietz, Amy , Eliassen, A Heather , Penney, Kathryn , Brantley, Kristen D , Bodelon, Clara , Teras, Lauren R , Hodge, James M , Patel, Alpa V , Haiman, Christopher A , John, Esther M , Neuhausen, Susan L. , Martı́nez, Marı́a Elena , Lacey, James V. , O'Brien, Katie M , Sandler, Dale P , Weinberg, Clarice R , Palmer, Julie R , Bertrand, Kimberly A , Vachon, Celine M. , Olson, Janet E , Ruddy, Kathryn J , Anton-Culver, Hoda , Ziogas, Argyrios , Goldgar, David E , Nathanson, Katherine L , Domchek, Susan M , Weitzel, Jeffrey N , Kraft, Peter , Dolinsky, Jill S , Pesaran, Tina , Richardson, Marcy E , Yadav, Siddhartha , Couch, Fergus J. , Karam, Rachid , Huang, Huaizhi , Couch, Ronan , Hu, Chunling , Eliassen, A. Heather , Brantley, Kristen D. , Teras, Lauren R. , O’Brien, Katie M. , Sandler, Dale P. , Weinberg, Clarice R. , Palmer, Julie R. , Bertrand, Kimberly A. , Olson, Janet E. , Anton‐Culver, Hoda , Ziogas, Argyrios , Domchek, Susan M. , Kraft, Peter , Yadav, Siddhartha , Couch, Fergus J.

Clinical Cancer Research | November 8, 2024 | Volume: 31 | Issue: 1 | Pages: 130-138

10.1158/1078-0432.ccr-24-1884 Get It

Abstract Purpose: To determine the relationship between germline pathogenic variants (PV) in cancer predisposition genes and the risk of ductal carcinoma in situ (DCIS). Experimental Design: Germline PV frequencies in breast cancer predisposition genes (ATM, BARD1, BRCA1, BRCA2, CDH1, CHEK2, PALB2, RAD51C, and RAD51D) were compared between DCIS cases and unaffected controls and between DCIS and invasive ductal breast cancer (IDC) cases from a clinical testing cohort (n = 9,887), a population-based cohort (n = 3,876), and the UK Biobank (n = 2,421). The risk of contralateral breast cancer (CBC) for DCIS cases with PV was estimated in the population-based cohort. Results: Germline PV were observed in 6.5% and 4.6% of women with DCIS in the clinical testing and population-based cohorts, respectively. BRCA1, BRCA2, and PALB2 PV frequencies were significantly lower among women with DCIS than those with IDC (clinical cohort: 2.8% vs. 5.7%; population-based cohort: 1.7% vs. 3.7%), whereas the PV frequencies for ATM and CHEK2 were similar. ATM, BRCA1, BRCA2, CHEK2, and PALB2 PV were significantly associated with an increased risk of DCIS (OR &gt; 2.0), but only BRCA2 PV were associated with high risk (OR &gt; 4) in both cohorts. The cumulative incidence of CBC among carriers of PV in high-penetrance genes with DCIS was 23% over 15 years. Conclusions: The enrichment of PV in ATM, BRCA1, BRCA2, CHEK2, and PALB2 among women with DCIS suggests that multigene panel testing may be appropriate for women with DCIS. Elevated risks of CBC in carriers of PV in high-penetrance genes with DCIS confirmed the utility of testing for surgical decision-making.
Development of a Breast Cancer Risk Prediction Model Integrating Monogenic, Polygenic, and Epidemiologic Risk
Kalia, Sarah S. , Boddicker, Nicholas , Yadav, Siddhartha , Huang, Hongyan , Na, Jie , Ambrosone, Christine B. , Yao, Song , Haiman, Christopher A. , Chen, Fei , John, Esther M. , Kurian, Allison W. , Guo, Boya , Lindström, Sara , Auer, Paul L. , Taylor, Jack A. , Hodge, James M. , Lori, Adriana , Bodelón, Clara , Vachon, Celine M. , Goldgar, David E. , Nathanson, Katherine L. , Weitzel, Jeffrey N. , Boddicker, Nicholas J , Hu, Chunling , Ambrosone, Christine B , Yao, Song , Haiman, Christopher A , Chen, Fei , John, Esther M , Kurian, Allison W , Guo, Boya , Lindstrom, Sara , Auer, Paul , Lacey, James V. , Neuhausen, Susan L. , Martı́nez, Marı́a Elena , Sandler, Dale P , O'Brien, Katie M , Taylor, Jack A , Teras, Lauren R , Hodge, James M , Lori, Adriana , Bodelon, Clara , Trentham-Dietz, Amy , Burnside, Elizabeth S , Vachon, Celine M. , Winham, Stacey J , Goldgar, David E , Domchek, Susan M , Nathanson, Katherine L , Weitzel, Jeffrey N , Couch, Fergus J. , Kraft, Peter , Yadav, Siddhartha , Na, Jie , Hu, Chunling , Sandler, Dale P. , O’Brien, Katie M. , Teras, Lauren R. , Trentham‐Dietz, Amy , Burnside, Elizabeth S. , Winham, Stacey J. , Domchek, Susan M. , Couch, Fergus J. , Kraft, Peter

Cancer Epidemiology, Biomarkers & Prevention | September 11, 2024 | Volume: 33 | Issue: 11 | Pages: 1490-1499

10.1158/1055-9965.epi-24-0594 Get It

Abstract Background: Breast cancer has been associated with monogenic, polygenic, and epidemiologic (clinical, reproductive, and lifestyle) risk factors, but studies evaluating the combined effects of these factors have been limited. Methods: We extended previous work in breast cancer risk modeling, incorporating pathogenic variants (PV) in six breast cancer predisposition genes and a 105-SNP polygenic risk score (PRS), to include an epidemiologic risk score (ERS) in a sample of non-Hispanic White women drawn from prospective cohorts and population-based case–control studies, with 23,518 cases and 22,832 controls, from the Cancer Risk Estimates Related to Susceptibility (CARRIERS) Consortium. Results: The model predicts 4.4-fold higher risk of breast cancer for postmenopausal women with no predisposition PV and median PRS, but with the highest versus lowest ERS. Overall, women with CHEK2 PVs had &gt;20% lifetime risk of breast cancer. However, 15.6% of women with CHEK2 PVs and a family history of breast cancer, and 45.1% of women with CHEK2 PVs but without a family history of breast cancer, had low (&lt;20%) predicted lifetime risk and thus were below the threshold for MRI screening. CHEK2 PV carriers at the 10th percentile of the joint distribution of ERS and PRS, without a family history of breast cancer, had a predicted lifetime risk similar to the general population. Conclusions: These results illustrate that an ERS, alone and combined with the PRS, can contribute to clinically relevant risk stratification. Impact: Integrating monogenic, polygenic, and epidemiologic risk factors in breast cancer risk prediction models may inform personalized screening and prevention efforts.
Saturation genome editing-based functional evaluation and clinical classification of BRCA2 single nucleotide variants.
Pesaran, Tina , Chen, Wenan , Lyra, Paulo C. , Morais Lyra, Paulo Cilas , Couch, Fergus J. , Huang, Huaizhi , Karam, Rachid , Yadav, Siddhartha , Domchek, Susan M. , Monteiro, Álvaro N.A. , Boddicker, Nicholas , Richardson, Marcy E , Hu, Chunling

Journal of Clinical Oncology | June 3, 2024 | Volume: 42 | Issue: 16_suppl | Pages: 10511-10511

10.1200/jco.2024.42.16_suppl.10511 Get It

10511 Background: Germline BRCA2 loss-of function (LOF) variants identified by clinical genetic testing predispose to breast, ovarian, prostate and pancreatic cancer. However, variants of uncertain significance (VUS) (n > 4000) limit the clinical use of testing results. Thus, there is an urgent need for functional characterization and clinical classification of all BRCA2 variants. Here we report on comprehensive saturation genome editing (SGE)-based functional characterization of 97% of all possible single nucleotide variants (SNVs) in the BRCA2 DNA Binding Domain hotspot encoded by exons 15 to 26 for pathogenic missense variants. Methods: SGE of exons 15 to 26 of BRCA2(MANE transcript ENST00000380152.8) was performed in the haploid human HAP1 cell line. Each exon along with 10bp flanking intronic sequence was studied as an independent target region. The most efficient sgRNA for each target region was selected and cloned into a Cas9 expressing plasmid. Site-saturation mutagenesis (SSM) libraries for each of the 14 target regions were designed to target every nucleotide and were generated by site directed mutagenesis using NNN-tailed PCR primers. HAP1 cells were transfected and harvested at Day5 and 14. Cell survival in response to each variant was assessed based on deep sequence analysis of the surviving endogenously targeted HAP1 cells at Day 5 and Day 14. Results: A total of 7013 SNVs were characterized as functionally abnormal (n = 955), intermediate/uncertain, or functionally normal (n = 5224) based on 95% precision for ClinVar known pathogenic and benign standards. Results were validated relative to batches of nonsense and synonymous variants and variants evaluated using a homology directed repair (HDR) functional assay. Breast cancer case-control association studies showed that pooled SNVs encoding functionally abnormal missense variants were associated with increased risk of breast cancer (odds ratio (OR) 3.89, 95%CI: 2.77-5.51). The functional data were added to other sources of information in a ClinGen/ACMG/AMP-like model and 700 functionally abnormal SNVs, including 220 missense SNVs, were classified as pathogenic or likely pathogenic, while 4862 functionally normal SNVs, including 3084 missense SNVs, were classified as benign or likely benign. Conclusions: The production of functional maps for 97% of all SNVs in the BRCA2 DBD allowed for separation of nucleotide/protein-level functional aberrations. When coupled with genetic and clinical sources of evidence this study led to clinical classification of 5500 individual variants. These data will prove useful in the future, through integration with other datasets, for characterization and clinical classification of all variants in this region in individuals from all racial and ethnic backgrounds and for all BRCA2 associated forms of cancer.
Abstract PO5-08-07: Ki-67 Expression in Breast Cancer associated with ATM, BRCA1, BRCA2, CHEK2 and PALB2 Pathogenic Variants
Scheel, Robert , Choong, Grace M. , Rao, Tara, Kaggal, Vinod C. , Murphy, Seán , Yasir, Saba , Scheel, Robb , Boddicker, Nicholas , Hu, Chunling , Na, Jie , Giridhar, Karthik V. , Goetz, Matthew Bidwell , Couch, Fergus J. , Yadav, Siddhartha

Cancer Research | May 2, 2024 | Volume: 84 | Issue: 9_Supplement | Pages: PO5-08-07-PO5-08-07

10.1158/1538-7445.sabcs23-po5-08-07 Get It

Abstract Background: Germline Pathogenic Variants (PVs) in ATM, BRCA1, BRCA2, CHEK2, and PALB2 are known to increase breast cancer (BCa) risk, but the effect of these PVs on tumor biology is not well-understood. Ki-67 is an established prognostic marker in hormone receptor (HR) positive breast cancer but the distribution of Ki-67 in breast cancer associated with germline PVs is not known. Methods: The study included patients with loco-regional (Stage I-III) HR-positive (ER+ or PR+), HER2-negative invasive ductal or lobular breast cancer evaluated at Mayo Clinic for curative intent treatment between 2012 and 2021. PV carrier status was ascertained in more than two-thirds of cases from germline whole exome sequencing (Regeneron) of patients who participated in a prospective registry at Mayo Clinic. Additional PV carriers were identified through a review of the results of clinical germline genetic testing in electronic medical records aided by natural language processing. Clinically performed Ki-67 values were abstracted from electronic medical records and analyzed as continuous and categorical variables (low: &lt; 20% vs. high: ≥20%). Throughout the timeline of the study, a consistent method for assessment of Ki-67 was utilized at Mayo Clinic, Rochester: Immunohistochemical staining of the Ki-67 antigen in formalin-fixed paraffin-embedded tissue was performed using MIB-1 clone, the scanned slides were reviewed by a technologist and traced areas further analyzed for Ki-67 using Aperio Software. Patients who received neoadjuvant therapy prior to the assessment of Ki-67, with metastatic disease at diagnosis, with PVs in two or more genes of interest, or unknown germline PV or Ki-67 status were excluded from the analysis. Multiple primary tumors in the same patient diagnosed within one year of each other were analyzed independently. The control (non-carrier) group included randomly selected patients from the prospective registry who tested negative for PVs in the five genes over the same time period. Ki-67 values were compared between germline PV carriers and non-carriers in a multivariable logistic regression analysis adjusting for sex, race, age at diagnosis, stage at presentation, and histology of the tumor. Results: A total of 113 HR+/HER2- tumors from 111 PV carriers (ATM: 27, BRCA1: 24, BRCA2: 28, CHEK2: 22, and PALB2:12) along with 431 HR+/HER2- tumors from 422 randomly selected non-carriers were evaluated. The majority (&gt;95%) of patients were non-Hispanic White. Germline PV carriers in each gene were diagnosed at a significantly younger age (P&lt; 0.05) compared to non-carriers. The median Ki-67 value was 12 (Range: 1 to 93) for non-carriers, 16 (Range: 0 to 79) for ATM, 31 (Range: 4 to 86) for BRCA1, 30 (Range: 6 to 80) for BRCA2, 13 (Range: 1 to 38) for CHEK2, and 20 (Range: 3 to 46) for PALB2 PV carriers. In multivariable analysis, compared to non-carriers, we observed significantly higher odds of a high Ki67 value (≥20%) for tumors arising from germline PV carriers in BRCA1 (Odds Ratio (OR): 7.3, 95%CI: 2.3 – 23.3, p&lt; 0.001), BRCA2 (OR: 3.0, 95%CI: 1.2 – 7.4, p=0.02) and PALB2 (OR: 3.9, 95%CI: 1.1 – 14.5, p=0.04). No such relationship was observed with either ATM (OR: 1.1, 95%CI: 0.4 – 2.9, p=0.81) or CHEK2 (OR: 0.8, 95%CI: 0.3 – 2.2, p=0.63). Conclusion: This study reveals that HR+/HER2- tumors in BRCA1, BRCA2, and PALB2 PV carriers have a significantly higher Ki-67 expression compared to non-carriers. These findings have implications for understanding prognosis and endocrine response PV with HR+ breast cancer. Further exploration of the relationships between Ki67 and germline PV status is necessary to personalize systemic therapy options in germline PV carriers. Acknowledgments: Thank you to Regeneron Genetics Center. The study was funded in part by the NIH Specialized Program of Research Excellence in Breast Cancer [P50CA116201] to Mayo Clinic, Mayo Clinic Department of Oncology Small Grants Program, and the Paul Calabresi Program at Mayo Clinic Citation Format: Robert Scheel, Grace Choong, Tara Rao, Nicholas Boddicker, Chunling Hu, Jie Na, Vinod Kaggal, Sean Murphy, Karthik Giridhar, Saba Yasir, Matthew Goetz, Fergus Couch, Siddhartha Yadav. Ki-67 Expression in Breast Cancer associated with ATM, BRCA1, BRCA2, CHEK2 and PALB2 Pathogenic Variants [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 PO5-08-07.
Abstract 7325: Integration of functional data to classify BRCA1/2 missense variants: An ENIGMA project
Lyra, Paulo C. , Dalcolmo, Lucas, Brito, Samuel Gomes, Nguyen, Nam Phuong N. , Oliveira, Geise de, Siva, Joao Paulo da, Taneja, Tanisha, Rossing, Maria , Hazra, Aditi , Caputo, Sandrine M. , Millot, Gaël A. , Yie, Joanne NgeowYuen, Cline, Melissa , Carlsen, Rachael, Josef, Vijay, Morais Lyra, Paulo Cilas , Parsons, Michael T. , Nepomuceno, Thales C. , Caleca, Laura , Hu, Chunling , Richardson, Marcy E , Martins, Alexandra , Yie, Joanne Ngeow Yuen, Carvalho, Marcelo A. , Radice, Paolo , Mesman, Romy L.S. , Zampiga, Valentina , Villani, Rehan Marie , Sharan, Shyam K. , Michailidou, Kyriaki , Spurdle, Amanda B. , Couch, Fergus J. , Vreeswijk, Maaike P.G. , Monteiro, Álvaro N.A.

Cancer Research | March 22, 2024 | Volume: 84 | Issue: 6_Supplement | Pages: 7325-7325

10.1158/1538-7445.am2024-7325 Get It

Abstract The success of precision cancer prevention and treatment hinges on accurate discrimination between benign and pathogenic germline alleles in cancer susceptibility genes. Variants of uncertain clinical significance (VUS) present a challenge for cancer risk assessment and functional data will be essential to resolve many VUS. To address this, we developed a cloud-based environment to collate, curate, integrate and analyze all published functional data related to BRCA1 and BRCA2 missense VUS. Then, functional evidence criteria for pathogenicity were determined for each assay using the American College of Medical Genetics and Genomics/Association for Molecular Pathology (ACMG/AMP) classification guidelines and ClinGen criteria. Our approach involved retrieving published articles reporting one or more functional assays of BRCA1/2 missense variants reporting variant impact on various biochemical and cell biological functions. Functional results were recorded using original authors' thresholds and categories, then converted to ordinal variables to harmonize: [0 = no functional impact], [1 = intermediate impact], and [2 = functional impact]. For BRCA1, we updated our previous published integration (Genet Med. 2021;23:306-315) with 14 additional publications, collating results from 53 instances of functional assays reporting functional data on 3,219 unique missense variants. For BRCA2, 28 publications were identified reporting data from 141 instances of functional assays on 4,759 unique missense variants. Utilizing a panel of 542 and 396 known pathogenic and benign reference variants for BRCA1 and BRCA2, respectively, we determined the sensitivity, specificity, and ACMG/AMP odds of pathogenicity for each instance of the assay. The remaining variants were assigned a relevant functional assay code weight for each assay instance. Our study successfully derived ACMG/AMP evidence strength from functional data for 3,040 BRCA1 (94% of 3,219) and 2,704 BRCA2 (57% of 4,759) missense variants. This comprehensive work underscores the utility of functional data in informing classification of BRCA1 and BRCA2 missense VUS. Citation Format: Paulo Lyra, Lucas Dalcolmo, Michael Parsons, Thales Nepomuceno, Samuel Brito, Nam Phuong N. Nguyen, Geise de Oliveira, Joao Paulo da Siva, Laura Caleca, Tanisha Taneja, Chunling Hu, Marcy Richardson, Maria Rossing, Aditi Hazra, Alexandra Martins, Sandrine Caputo, Gael A. Millot, Joanne NgeowYuen Yie, Marcelo A. Carvalho, Melissa Cline, Paolo Radice, Rachael Carlsen, Romy Mesman, Valentina Zampiga, Rehan Villani, Vijay Josef, Shyam Sharan, Kyriaki Michailidou, Amanda B. Spurdle, Fergus Couch, Maaike P.G. Vreeswijk, Alvaro N. Monteiro. Integration of functional data to classify BRCA1/2 missense variants: An ENIGMA project [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 7325.