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ACMG Practice Resource| Volume 23, ISSUE 8, P1416-1423, August 2021

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Management of individuals with germline variants in PALB2: a clinical practice resource of the American College of Medical Genetics and Genomics (ACMG)

      Abstract

      Purpose

      PALB2 germline pathogenic variants are associated with increased breast cancer risk and smaller increased risk of pancreatic and likely ovarian cancer. Resources for health-care professionals managing PALB2 heterozygotes are currently limited.

      Methods

      A workgroup of experts sought to outline management of PALB2 heterozygotes based on current evidence. Peer-reviewed publications from PubMed were identified to guide recommendations, which arose by consensus and the collective expertise of the authors.

      Results

      PALB2 heterozygotes should be offered BRCA1/2-equivalent breast surveillance. Risk-reducing mastectomy can be considered guided by personalized risk estimates. Pancreatic cancer surveillance should be considered, but ideally as part of a clinical trial. Typically, ovarian cancer surveillance is not recommended, and risk-reducing salpingo-oophorectomy should only rarely be considered before the age of 50. Given the mechanistic similarities, PALB2 heterozygotes should be considered for therapeutic regimens and trials as those for BRCA1/2.

      Conclusion

      This guidance is similar to those for BRCA1/2. While the range of the cancer risk estimates overlap with BRCA1/2, point estimates are lower in PALB2 so individualized estimates are important for management decisions. Systematic prospective data collection is needed to determine as yet unanswered questions such as the risk of contralateral breast cancer and survival after cancer diagnosis.

      INTRODUCTION

      Germline pathogenic/likely pathogenic (P/LP) variants in PALB2 (Partner and Localizer of BRCA2) were first associated with increased cancer risk in 2007
      • Erkko H.
      • et al.
      A recurrent mutation in PALB2 in Finnish cancer families.
      • Rahman N.
      • et al.
      PALB2, which encodes a BRCA2-interacting protein, is a breast cancer susceptibility gene.
      • Tischkowitz M.
      • et al.
      Analysis of PALB2/FANCN-associated breast cancer families.
      and clinical testing has been available since then. Testing for PALB2 increased with its inclusion on multigene cancer panels starting around 2012–2013. It has come to be considered as the third most important breast cancer gene after BRCA1 and BRCA2 following the 2014 publication of robust breast cancer risk estimates that overlap with BRCA2.
      • Antoniou A.C.
      • et al.
      Breast-cancer risk in families with mutations in PALB2.
      Despite the emerging importance of this gene, there is a dearth of guidelines regarding the clinical management of women and men with PALB2 germline P/LP variants (henceforth called “heterozygotes”). Given the recently published updates on PALB2-associated cancer risks,
      • Yang X.
      • et al.
      Cancer risks associated with germline PALB2 pathogenic variants: an international study of 524 families.
      ,

      Song, H. et al. Population-based targeted sequencing of 54 candidate genes identifies PALB2 as a susceptibility gene for high-grade serous ovarian cancer. J. Med. Genet. https://doi.org/10.1136/jmedgenet-2019-106739 (2020).

      there remains a gap in implementing this information to optimize patient care. Consequently, it is a timely opportunity to translate these and other findings into clinical practice for PALB2 heterozygotes.
      The recent international effort to estimate cancer risk for PALB2 heterozygotes was based on 524 families,
      • Yang X.
      • et al.
      Cancer risks associated with germline PALB2 pathogenic variants: an international study of 524 families.
      and highlighted the need to develop a practice resource through the lens of an international workgroup, through synthesis and practical application of existing data to guide clinical practice. BRCA1 and BRCA2 have long been considered “high risk” breast cancer genes, while ATM and CHEK2 have been considered “moderate risk” breast cancer genes. However, PALB2 clearly blurs these distinctions given that the range of breast cancer risks associated with PALB2 overlaps with risks associated with “high” and “moderate” risk genes.
      • Gallagher S.
      • et al.
      Association of a polygenic risk score with breast cancer among women carriers of high- and moderate-risk breast cancer genes.
      Through this Clinical Practice Resource, we provide guidance on personalized risk estimation, especially through the use of CanRisk-BOADICEA,
      • Lee A.
      • et al.
      BOADICEA: a comprehensive breast cancer risk prediction model incorporating genetic and nongenetic risk factors.
      ,
      • Lee A.J.
      • et al.
      Incorporating truncating variants in PALB2, CHEK2, and ATM into the BOADICEA breast cancer risk model.
      the only risk estimation tool that currently incorporates PALB2.

      MATERIALS AND METHODS

      After proposal approval and review of potential or actual conflicts as per the relevant American College of Medical Genetics and Genomics (ACMG) policies, the workgroup developed a list of clinical areas in the management of PALB2 heterozygotes. Workgroup members were identified with expertise in clinical cancer genetics, breast and gynecologic surgery, and medical oncology from Australia, Asia, the United States, Canada, the United Kingdom, and Europe. After approval of a proposal by the ACMG Board, workgroup members assembled relevant peer-reviewed publications based on knowledge of the existing literature and performed additional PubMed searches (as of January 2021). Publications that investigated populations, large clinic cohorts (more than 100 heterozygotes, preferably from multiple institutions), and large case series were prioritized; however, we acknowledge that not using a systematic evidence review approach, while pragmatic, may have led to some pertinent literature being missed. Clinical management recommendations were derived by consensus from this literature (through monthly teleconference calls and email review) and the collective expertise of the authors. Working and final drafts were reviewed and approved by members of the Professional Practice and Guidelines Committee and the ACMG Board of Directors.

      Risk estimation

      The initial studies in 2007 that identified an increased risk of breast cancer in PALB2 heterozygotes were subsequently confirmed by multiple small studies, culminating in an international collaboration of 154 families by the PALB2 Interest Group,
      • Antoniou A.C.
      • et al.
      Breast-cancer risk in families with mutations in PALB2.
      which has recently been expanded to 524 families.
      • Yang X.
      • et al.
      Cancer risks associated with germline PALB2 pathogenic variants: an international study of 524 families.
      The estimated risk of female breast cancer to age 80 years was 53% (95% confidence interval [CI]: 44–63%). The relative risk for a female PALB2 heterozygote born between 1950 and 1959 was 7.18 (95% CI: 5.82–8.85); this relative risk increases in women from more recent birth cohorts. The same study reported a modest increased risk of ovarian cancer of 0.6% (95% CI: 0.3–1.3%) to age 50 and 4.8% (95% CI: 2.4–9.7%) to age 80, with findings confirmed in a case–control study (n = 14,135 cases) that estimated the risk to age 80 to be 3.2% (95% CI: 1.8–5.7%).

      Song, H. et al. Population-based targeted sequencing of 54 candidate genes identifies PALB2 as a susceptibility gene for high-grade serous ovarian cancer. J. Med. Genet. https://doi.org/10.1136/jmedgenet-2019-106739 (2020).

      Two recent, very large breast case–control studies estimated the odds ratio (OR) for PALB2-related breast cancer risk to be 3.83 (95% CI: 2.68 to 5.63
      • Hu C.
      • et al.
      A population-based study of genes previously implicated in breast cancer.
      and 5.02 (95% CI: 3.73–6.76),
      • Breast Cancer Association Consortium.
      Breast cancer risk genes—association analysis in more than 113,000 women.
      with no increased risk for missense variants.
      • Breast Cancer Association Consortium.
      Breast cancer risk genes—association analysis in more than 113,000 women.
      The absolute risks of developing breast or ovarian cancer are predicted to be influenced by cancer family history.
      • Yang X.
      • et al.
      Cancer risks associated with germline PALB2 pathogenic variants: an international study of 524 families.
      For example, the estimated absolute risk of developing breast cancer by age 80 years varies from 52% (95% CI: 42–62%) for a female with an unaffected mother at age 50 years and unaffected maternal grandmother at age 70 years to 76% (95% CI: 69–83%) for a female with two affected first-degree relatives.
      • Yang X.
      • et al.
      Cancer risks associated with germline PALB2 pathogenic variants: an international study of 524 families.
      Similarly, the estimated risk of developing ovarian cancer by age 80 years varies from 5% (95% CI: 2–10%) for a female with no family history of ovarian in first and second-degree relatives to 16% (95% CI: 8–28%) for a female whose mother and sister developed ovarian cancer at age 50 years. These risk estimates are also modified by polygenic modifiers (see below) that can be combined with lifestyle factors to give a personalized risk estimate such as CanRisk.
      • Lee A.
      • et al.
      BOADICEA: a comprehensive breast cancer risk prediction model incorporating genetic and nongenetic risk factors.
      There are currently no prospective risk estimates for contralateral breast cancer; one study estimated the 5-year cumulative incidence of contralateral breast cancer to be 10%, but this was retrospective and based on small numbers.
      • Cybulski C.
      • et al.
      Clinical outcomes in women with breast cancer and a PALB2 mutation: a prospective cohort analysis.
      The risks for pancreatic cancer in PALB2 heterozygotes are estimated to be 2–3% (95% CI: females: 1–4%; males: 2–5%) to age 80 years compared with 1.5% in the general population. For male breast cancer the risk is 1% (95% CI: 0.2–5%)
      • Yang X.
      • et al.
      Cancer risks associated with germline PALB2 pathogenic variants: an international study of 524 families.
      compared with a general population risk of less than 0.1%. Germline PALB2 P/LP variants have been detected in a few gastric cancer cases,
      • Sahasrabudhe R.
      • et al.
      Germline mutations in PALB2, BRCA1, and RAD51C, which regulate DNA recombination repair, in patients with gastric cancer.
      ,
      • Fewings E.
      • et al.
      Germline pathogenic variants in PALB2 and other cancer-predisposing genes in families with hereditary diffuse gastric cancer without CDH1 mutation: a whole-exome sequencing study.
      but it is not known if this is a true association. There is no consistent evidence for increased risks in prostate or colorectal cancer. Although germline PALB2 P/LP variants have been reported in children with certain cancers (see below), no large-scale studies providing estimates of risk are available.

      Polygenic risk score and other modifiers

      Variation elsewhere in the genome may modify cancer risks associated with PALB2 P/LP variants. Genome-wide association studies have identified large numbers of common genomic variants that contribute to an individual’s risk of breast cancer. The cumulative effect of these individually minor risks is summarized in a polygenic risk score (PRS) and numerous studies have shown that this measure provides effective stratification of breast cancer risk in the general population.
      • Mavaddat N.
      • et al.
      Polygenic risk scores for prediction of breast cancer and breast cancer subtypes.
      For some breast cancer predisposition genes, studies have demonstrated that the risk associated with a P/LP variant combines with the risk from the PRS in a multiplicative fashion,
      • Muranen T.A.
      • et al.
      Genetic modifiers of CHEK2*1100delC-associated breast cancer risk.
      ,
      • Barnes D.R.
      • et al.
      Polygenic risk scores and breast and epithelial ovarian cancer risks for carriers of BRCA1 and BRCA2 pathogenic variants.
      and this may be a general principle, although evidence to support this assertion is needed. For single genes with more moderate effect, modification by the PRS is sufficient to change an individual’s final risk classification and their corresponding clinical management. Information on polygenic risk has come predominantly from studies restricted to populations of European ancestry and the extent to which this can be applied for women with other ethnic backgrounds is unclear,
      • Allman R.
      • et al.
      SNPs and breast cancer risk prediction for African American and Hispanic women.
      although recent studies have found that the established PRS has some value at least in Asian populations.
      • Ho W.K.
      • et al.
      European polygenic risk score for prediction of breast cancer shows similar performance in Asian women.
      Few studies have directly examined PRS modification in women with P/LP variants in PALB2, and the most significant study to date examined the effect of a PRS incorporating 86 common variants in a large cohort undergoing testing for multiple cancer associated genes that included 906 heterozygotes of PALB2 pathogenic variants.
      • Gallagher S.
      • et al.
      Association of a polygenic risk score with breast cancer among women carriers of high- and moderate-risk breast cancer genes.
      In this group, the strength of the association of the PRS with breast cancer risk was the same (or only slightly reduced) in women who harbored PALB2 P/LP variants as measured in nonheterozygotes. When factoring in PRS, mammographic density, and lifestyle/hormonal risk factors, 8% of heterozygotes would have a lifetime risk less than 30%, 63% of heterozygotes would fall in the 30–60% range, and 29% of heterozygotes would have BRCA1/BRCA2 equivalent lifetime risks of greater than 60%.
      • Lee A.
      • et al.
      BOADICEA: a comprehensive breast cancer risk prediction model incorporating genetic and nongenetic risk factors.
      The modifying effect of the PRS is essentially independent of the risk associated with family history and these and other conventional risk factors can be combined into a single personalized risk assessment. When and if PRS becomes available in the clinical setting this integrated approach can be implemented in some online assessment tools such as CanRisk,
      • Lee A.
      • et al.
      BOADICEA: a comprehensive breast cancer risk prediction model incorporating genetic and nongenetic risk factors.
      ,
      • Archer S.
      • et al.
      Evaluating clinician acceptability of the prototype CanRisk tool for predicting risk of breast and ovarian cancer: a multi-methods study.
      although there are no data yet that directly demonstrate improved clinical outcomes from the greater individualization of risk.
      • ACMG recommends the use of personalized risk estimates (e.g., CanRisk) in guiding clinical management.

      Indications for genetic testing

      Testing for germline P/LP PALB2 variants is usually done as part of a wider gene panel, e.g., for breast, ovarian, and/or pancreatic cancer. Case studies illustrating PALB2 testing in practice are shown in Fig. 1. Overall indications for genetic testing for inherited breast cancer per these guidelines are based on personal and/or family cancer history, taking into account age at diagnosis (at or below age 45), triple-negative breast cancer (at or below age 60), or presence of another primary cancer or family history of cancers. A diagnosis of ovarian or pancreatic cancer in an individual is sufficient to meet current National Comprehensive Cancer Network (NCCN) guidelines for germline testing.

      National Comprehensive Cancer Network. Genetic/familial high-risk assessment: breast, ovarian, and pancreatic, version 1.2021—September 8, 2020. NCCN Practice Guidelines. https://www.genomeweb.com/sites/default/files/nccn_genetic_cancer_risk_assessment.pdf (2020).

      In addition, germline testing should be offered when a PALB2 variant is identified through tumor testing. Genetic and oncology professional societies have endorsed consenting for the return of P/LP germline variants detected as part of tumor sequencing (American Society of Clinical Oncology [ASCO];
      • Robson M.E.
      • et al.
      American Society of Clinical Oncology policy statement update: genetic and genomic testing for cancer susceptibility.
      ACMG
      • Li M.M.
      • et al.
      Points to consider for reporting of germline variation in patients undergoing tumor testing: a statement of the American College of Medical Genetics and Genomics (ACMG).
      ). For PALB2, this is especially relevant given the increasing availability of promising targeted therapies contingent on a P/LP germline variant, such as poly(ADP)-ribose polymerase (PARP) inhibitors.
      • ACMG recommends that PALB2 should be included in breast, ovarian, and pancreas germline cancer gene panels.
      Fig. 1
      Fig. 1Case studies illustrating PALB2 testing in practice.
      (a) A 59-year-old female without a prior history of cancer had cascade testing through her gynecologist, which identified a pathogenic variant in PALB2, c.695del (p.Gly232fs), originally identified in her 90-year-old mother who was diagnosed with colon cancer at age 88 and had a prior diagnosis of breast cancer at age 64. The patient was advised by her gynecologist to have a risk-reducing oophorectomy and presented for a second opinion to a hereditary cancer clinic for guidance. She was having annual mammograms and breast magnetic resonance images (MRIs) with normal results, as well as colonoscopy every five years, due to the family history of colon cancer, with two benign colon polyps detected during the last one. Discussion points: (1) In the absence of a family history of ovarian cancer, a risk-reducing salpingo-oophorectomy is not typically recommended in women with a PALB2 P/LP variant who would have a lifetime risk of ovarian cancer of 3–5%. (2) Management of raised colorectal cancer risk is based on the family history, not PALB2 carrier status. (3) The patient does not meet guidelines for pancreatic cancer surveillance, given lack of family history for this malignancy. (b) A 70-year-old female referred to clinic for genetic evaluation and testing, following diagnosis of metastatic pancreatic cancer treated with chemotherapy, with a strong family history of breast cancer. Tumor testing identified one PALB2 pathogenic variant c.3113G>A (p.Trp1038Ter), which was confirmed following genetic evaluation and subsequent germline testing. Discussion points: (1) If the son has inherited the pathogenic variant, pancreatic cancer surveillance could be considered, as he would meet both International Cancer of the Pancreas Screening (CAPS) and National Comprehensive Cancer Network (NCCN) guidelines for individuals in whom surveillance is considered reasonable. Ideally, such surveillance is done in the context of a research study. (1) If any of the maternal cousins have inherited the pathogenic variant, current NCCN guidelines do not recommend pancreatic cancer surveillance for PALB2 heterozygotes and 3rd degree relatives with pancreatic cancer. (2) The family history of breast cancer puts this family at the higher range of risk estimates, based on modifying risks. (3) The identification of PALB2 may guide treatment options including use of platinum-based treatment or poly (ADP-ribose) polymerase (PARP) inhibitors, some of which may be through clinical trials.

      Variants of uncertain significance

      The identification of variants of uncertain significance (VUS) in PALB2 represents a considerable clinical challenge. Published studies on PALB2 penetrance and risk have focused on predicted protein truncating variants (frameshift, nonsense, splice, exonic deletions/duplications), and the first PALB2 missense variant to be determined as pathogenic was c.104 T>C (p.Leu35Pro), which abrogates the PALB2–BRCA1 interaction and disables its abilities to promote homologous recombination.
      • Foo T.K.
      • et al.
      Compromised BRCA1-PALB2 interaction is associated with breast cancer risk.
      Three groups have recently published their experiences with the use of a range of functional assays to characterize PALB2 missense variants
      • Rodrigue A.
      • et al.
      A global functional analysis of missense mutations reveals two major hotspots in the PALB2 tumor suppressor.
      • Boonen R.A.C.M.
      • et al.
      Functional analysis of genetic variants in the high-risk breast cancer susceptibility gene PALB2.
      • Wiltshire T.
      • et al.
      Functional characterization of 84 PALB2 variants of uncertain significance.
      (summarized by Southey and colleagues
      • Southey M.C.
      • Rewse A.
      • Nguyen-Dumont T.
      PALB2 genetic variants: can functional assays assist translation?.
      ). The combined functional and epidemiological evidence published to date suggest that only a small minority of known missense variants are potentially pathogenic. The ClinGen Hereditary Breast, Ovarian and Pancreatic Cancer Variant Curation Expert Panel (https://clinicalgenome.org/affiliation/50039/) is working to define specifications of the ACMG and the Association for Molecular Pathology (AMP) rules for missense variants including integration of functional data. A VUS should not be used to guide clinical management but must be periodically re-reviewed to determine changes in interpretation based on emerging data.
      • ACMG recommends that PALB2 VUS are not used to guide clinical management.

      Pathology and outcomes

      The initial reports of the pathological features of PALB2-related breast cancers were based on the Finnish founder variant that accounts for ~0.7% of all breast cancer in Finland. This variant, c.1592delT p.(Leu531fs), was strongly associated with high-grade triple-negative breast cancer (TNBC) (55% vs. 9.4% for nonfamilial breast cancer).
      • Heikkinen T.
      • et al.
      The breast cancer susceptibility mutation PALB2 1592delT is associated with an aggressive tumor phenotype.
      Subsequent studies, while reporting that PALB2-related breast cancers were usually high grade, did not find as high a frequency of TNBC,
      • Cybulski C.
      • et al.
      Clinical outcomes in women with breast cancer and a PALB2 mutation: a prospective cohort analysis.
      ,
      • Nguyen-Dumont T.
      • et al.
      Mutation screening of PALB2 in clinically ascertained families from the Breast Cancer Family Registry.
      • Deng M.
      • et al.
      Prevalence and clinical outcomes of germline mutations in BRCA1/2 and PALB2 genes in 2769 unselected breast cancer patients in China.
      • Li A.
      • et al.
      Homologous recombination DNA repair defects in PALB2-associated breast cancers.
      • Staaf J.
      • et al.
      Whole-genome sequencing of triple-negative breast cancers in a population-based clinical study.
      but recent and very large commercial sequencing studies have shown that TNBC cases are substantially enriched (1.4%) for germline pathogenic variants in PALB2.
      • Shimelis H.
      • et al.
      Triple-negative breast cancer risk genes identified by multigene hereditary cancer panel testing.
      ,
      • Hu C.
      • et al.
      The contribution of germline predisposition gene mutations to clinical subtypes of invasive breast cancer from a clinical genetic testing cohort.
      This relationship also holds true in Asian breast cancer patients
      • Deng M.
      • et al.
      Prevalence and clinical outcomes of germline mutations in BRCA1/2 and PALB2 genes in 2769 unselected breast cancer patients in China.
      ,
      • Hata C.
      • et al.
      Germline mutations of multiple breast cancer-related genes are differentially associated with triple-negative breast cancers and prognostic factors.
      and in African American breast cancer patients, where there is a particularly strong association with TNBC (OR 23.5, P < 0.001) (by comparison, the OR for the TNBC association with BRCA1 pathogenic variants in this population was 180).
      • Palmer J.R.
      • et al.
      Contribution of germline predisposition gene mutations to breast cancer risk in African American women.
      Recent molecular studies have shown that as for BRCA1 and BRCA2, biallelic inactivating pathogenic variants in PALB2 (seen in two-thirds of breast cancer tumors with germline pathogenic variants in PALB2) are nearly always associated with mutational signatures associated with defects in homologous recombination repair deficiency (HRD).
      • Li A.
      • et al.
      Homologous recombination DNA repair defects in PALB2-associated breast cancers.
      ,
      • Staaf J.
      • et al.
      Whole-genome sequencing of triple-negative breast cancers in a population-based clinical study.
      ,
      • Polak P.
      • et al.
      A mutational signature reveals alterations underlying deficient homologous recombination repair in breast cancer.
      • Lee J.E.A.
      • et al.
      Molecular analysis of PALB2-associated breast cancers.
      • Nones K.
      • et al.
      Whole-genome sequencing reveals clinically relevant insights into the aetiology of familial breast cancers.
      Li et al. identified patterns and frequencies of somatic alteration in PALB2-related breast cancer that distinguished them from The Cancer Genome Atlas (TCGA) breast cancer cases of the same immunohistochemical phenotype.
      • Li A.
      • et al.
      Homologous recombination DNA repair defects in PALB2-associated breast cancers.
      Overall, PALB2-related breast cancers appear to be more biologically similar to BRCA2- than to BRCA1-related breast cancer,
      • Tischkowitz M.
      • et al.
      Analysis of PALB2/FANCN-associated breast cancer families.
      ,
      • Li A.
      • et al.
      Homologous recombination DNA repair defects in PALB2-associated breast cancers.
      ,
      • Staaf J.
      • et al.
      Whole-genome sequencing of triple-negative breast cancers in a population-based clinical study.
      and all three forms of hereditary breast cancer are much more alike to each other than any of them are to non-HRD-related familial breast cancer, or to breast cancer in general.
      How do these pathology features influence outcome following a breast cancer diagnosis? In the first study of outcome, the survival following breast cancer appeared to be significantly worse for familial PALB2 cases than for either sporadic or familial (non-BRCA1, BRCA2, or PALB2) breast cancer.
      • Heikkinen T.
      • et al.
      The breast cancer susceptibility mutation PALB2 1592delT is associated with an aggressive tumor phenotype.
      In support of this, a study of metastatic compared with early breast cancer noted that PALB2 was one of eight genes more frequently mutated in metastatic than early breast cancer.
      • Lefebvre C.
      • et al.
      Mutational profile of metastatic breast cancers: a retrospective analysis.
      A recent study of nearly 3,000 unselected breast cancers in China showed that nearly 1% carry a PALB2 pathogenic variant; overall survival of these women was significantly worse compared to those with no PALB2 pathogenic variant.
      • Deng M.
      • et al.
      Prevalence and clinical outcomes of germline mutations in BRCA1/2 and PALB2 genes in 2769 unselected breast cancer patients in China.
      The most comprehensive analysis of survival was based on two founder pathogenic variants in Poland, where 12,529 women with breast cancer were genotyped. Nearly 1% were found to have one of these two variants, compared with 0.2% in controls. The 10-year survival for PALB2 heterozygotes was only 48%, compared with 75% for those without these variants (hazard ratio [HR] for death = 2.27, P < 0.0001).
      • Cybulski C.
      • et al.
      Clinical outcomes in women with breast cancer and a PALB2 mutation: a prospective cohort analysis.
      Despite these troubling findings, HRD-high tumors may respond better to chemotherapy,
      • Staaf J.
      • et al.
      Whole-genome sequencing of triple-negative breast cancers in a population-based clinical study.
      so it will be important to include variant status of PALB2 to interpret results of some targeted therapies in breast cancer clinical trials.
      • ACMG recommends prospective collection of clinical data from PALB2 heterozygotes to establish clear metrics on treatment outcome and survival.

      Surveillance and risk-reducing surgery

      Breast cancer risks have now been well documented in female PALB2 heterozygotes, thus establishing PALB2 as a major cancer susceptibility gene. Therefore, recent guidelines such as the NCCN guidelines for genetic familial high-risk assessment,

      National Comprehensive Cancer Network. Genetic/familial high-risk assessment: breast, ovarian, and pancreatic, version 1.2021—September 8, 2020. NCCN Practice Guidelines. https://www.genomeweb.com/sites/default/files/nccn_genetic_cancer_risk_assessment.pdf (2020).

      Australian national oncology guidelines (eviQ) the European Society of Medical Oncology,
      • Paluch-Shimon S.
      • et al.
      Prevention and screening in BRCA mutation carriers and other breast/ovarian hereditary cancer syndromes: ESMO Clinical Practice Guidelines for cancer prevention and screening.
      and the German S3 guideline for breast cancer

      Interdisziplinäre S3-Leitlinie für die Früherkennung. Diagnostik, therapie und nachsorge des mammakarzinoms (version 4.3 – AWMF-Reg. No: 032-045OL). https://www.awmf.org/uploads/tx_szleitlinien/032-045OLl_S3_Mammakarzinom_2020-02.pdf (2020).

      consider PALB2 a moderate-to-high-risk gene for breast cancer. Although the clinical utility of preventive measures as outlined in the analytical validity, clinical validity, clinical utility, and ethical, legal and social implications (ELSI) (ACCE) model is not sufficiently proven yet,

      Centers for Disease Control and Prevention. Genomics & precision health. ACCE model process for evaluating genetic tests. https://www.cdc.gov/genomics/gtesting/acce/index.htm (2010).

      there is a demand for clinical intervention that needs to be addressed. Accordingly, the NCCN guidelines include recommendations for breast cancer surveillance for female PALB2 heterozygotes. Also, ASCO, the American Society for Radiation Oncology, and the Society for Surgical Oncology Guideline have recently published breast management guidelines for patients who carry P/LP variants in hereditary breast cancer genes.
      • Tung N.M.
      • et al.
      Management of hereditary breast cancer: American Society of Clinical Oncology, American Society for Radiation Oncology, and Society of Surgical Oncology Guideline.
      Based on published risks, intensified breast cancer surveillance for women carrying P/LP PALB2 variants is recommended. This includes early onset of surveillance including mammograms, tomosynthesis, and magnetic resonance images (MRIs) with contrast starting at the age of 30 years. The optimal surveillance strategy remains to be determined with regard to the addition and frequency of mammograms and age of termination of surveillance. Importantly, clinical utility of intensified surveillance with regard to key surrogate markers, e.g., positive and negative predictive values of the surveillance strategy and hard endpoints, i.e., mortality and morbidity reduction, is largely missing and may depend on the specific phenotype of PALB2-associated breast cancer.
      Among PALB2 heterozygotes, NCCN recommends discussion of risk-reducing bilateral mastectomy, with nipple-sparing mastectomy as an option (www.asco.org/breast-cancer-guidelines).

      National Comprehensive Cancer Network. Genetic/familial high-risk assessment: breast, ovarian, and pancreatic, version 1.2021—September 8, 2020. NCCN Practice Guidelines. https://www.genomeweb.com/sites/default/files/nccn_genetic_cancer_risk_assessment.pdf (2020).

      Comprehensive counseling including a three-generation pedigree, tailored cancer risk assessment, the personal life situation and preferences of the counselee; all need to be considered when counseling for prophylactic surgery. Nongenetic risk factors such as dense breast tissue and hormonal/lifestyle modifiers may be included.
      • Lee A.
      • et al.
      BOADICEA: a comprehensive breast cancer risk prediction model incorporating genetic and nongenetic risk factors.
      ,
      • Mavaddat N.
      • et al.
      Polygenic risk scores for prediction of breast cancer and breast cancer subtypes.
      Importantly, age-specific risks (e.g., within the next ten years) should be communicated to allow counselees to make a decision over a manageable period of time. Competing risks due to other health risks and pre-existing conditions need to be considered. Given the lack of data on contralateral breast cancer risk, with regard to contralateral mastectomy, the person’s current circumstances and competing risk factors should be considered, and a shared decision-making approach should be employed. Breast cancer surveillance in those with a previous breast cancer who have remaining breast tissue should be performed according to the guidelines for healthy heterozygotes.
      Establishing recommendations for PALB2-associated ovarian cancer risks has been more challenging. Two recent studies have estimated risk to 80 years to be 3.2% (95% CI: 1.8–5.7%)

      Song, H. et al. Population-based targeted sequencing of 54 candidate genes identifies PALB2 as a susceptibility gene for high-grade serous ovarian cancer. J. Med. Genet. https://doi.org/10.1136/jmedgenet-2019-106739 (2020).

      and 5% (95% CI: 2–10%)
      • Yang X.
      • et al.
      Cancer risks associated with germline PALB2 pathogenic variants: an international study of 524 families.
      compared with a population-based lifetime risk of 1.5–2%. Both studies estimated the risk to age 50 years to be well under 1%. Currently, the NCCN guidelines acknowledge that PALB2 heterozygotes have an increased risk for ovarian cancer and cite insufficient evidence, based on variant status alone, to recommend risk-reducing salpingo-oophorectomy (RRSO).

      National Comprehensive Cancer Network. Genetic/familial high-risk assessment: breast, ovarian, and pancreatic, version 1.2021—September 8, 2020. NCCN Practice Guidelines. https://www.genomeweb.com/sites/default/files/nccn_genetic_cancer_risk_assessment.pdf (2020).

      Based on this information, risk-reducing bilateral salpingo-oophorectomy should be considered in a nondirective counseling process taking additional risk and protective factors into consideration as outlined above. In case of a decision in favor of RRSO, performing the procedure at or after menopause may be appropriate, considering that the risk before this is very small. For patients undergoing tubal ligation for contraception, opportunistic salpingectomy could be considered.
      • ACOG Committee Opinion No. 774.
      Summary: opportunistic salpingectomy as a strategy for epithelial ovarian cancer prevention.
      The benefit of ovarian cancer surveillance through the use of pelvic ultrasound and CA-125 levels is considered insufficiently sensitive for early detection of ovarian cancer and therefore not recommended. Women should be counseled regarding the limitations of this surveillance.
      The NCCN and the International Cancer of the Pancreas Surveillance (CAPS) Consortium
      • Goggins M.
      • et al.
      Management of patients with increased risk for familial pancreatic cancer: updated recommendations from the International Cancer of the Pancreas Screening (CAPS) Consortium.
      recently updated pancreatic cancer surveillance recommendations, through annual MRI or magnetic resonance cholangiopancreatography (MRCP) and/or endoscopic ultrasound (EUS). Specifically, per NCCN guidelines, if a first- or second-degree relative is affected with pancreatic cancer, surveillance may be considered beginning at age 50.

      National Comprehensive Cancer Network. Genetic/familial high-risk assessment: breast, ovarian, and pancreatic, version 1.2021—September 8, 2020. NCCN Practice Guidelines. https://www.genomeweb.com/sites/default/files/nccn_genetic_cancer_risk_assessment.pdf (2020).

      Per CAPS recommendations, if a first-degree relative is affected with pancreatic cancer, surveillance may be considered beginning at age 45–50.
      • Goggins M.
      • et al.
      Management of patients with increased risk for familial pancreatic cancer: updated recommendations from the International Cancer of the Pancreas Screening (CAPS) Consortium.
      It is important to recognize that pancreatic cancer surveillance recommendations are mainly based on consensus rather than more rigorous evidence assessments, as additional data continue to be collected to determine benefits from surveillance. Although in the United States, surveillance for pancreatic cancer is encouraged in the context of a surveillance study, the position in the United Kingdom is based upon a lack of current data to support efficacy, thus pancreatic cancer surveillance is not recommended outside of a research study.

      ACMG recommends

      • Surveillance for breast cancer should be equivalent to that for BRCA1/2 heterozygotes.
      • Risk-reducing mastectomy can be considered as an option. The decision should be guided by personalized risk assessment.
      • Ovarian cancer surveillance should not be offered, and risk-reducing salpingo-oophorectomy should include shared decision making and should rarely be considered before the age of 50.
      • Pancreatic cancer surveillance should be considered, but ideally as part of a clinical trial.

      Therapeutic implications of PALB2 gene variation

      Inactivating variants in PALB2, when associated with biallelic inactivation in the tumor (i.e., loss of heterozygosity or biallelic variants) confer a deficiency in the homologous recombination pathway.
      • Li A.
      • et al.
      Homologous recombination DNA repair defects in PALB2-associated breast cancers.
      ,
      • Castroviejo-Bermejo M.
      • et al.
      A RAD51 assay feasible in routine tumor samples calls PARP inhibitor response beyond BRCA mutation.
      This molecular phenotype makes these tumors more vulnerable to DNA-damaging agents, including platinum-based chemotherapy. In this regard, several case reports have described remarkable clinical activity of platinum-based chemotherapy in patients with PALB2-associated advanced breast or pancreatic cancer.
      • Isaac D.
      • Karapetyan L.
      • Tamkus D.
      Association of germline PALB2 mutation and response to platinum-based chemotherapy in metastatic breast cancer: a case series.
      • Villarroel M.C.
      • et al.
      Personalizing cancer treatment in the age of global genomic analyses: PALB2 gene mutations and the response to DNA damaging agents in pancreatic cancer.
      • Wattenberg M.M.
      • et al.
      Platinum response characteristics of patients with pancreatic ductal adenocarcinoma and a germline BRCA1, BRCA2 or PALB2 mutation.
      • Reiss K.A.
      • et al.
      Retrospective survival analysis of patients with advanced pancreatic ductal adenocarcinoma and germline BRCA or PALB2 mutations.
      Some of the prior studies have retrospectively demonstrated an extended progression-free survival and even overall survival when incorporating platinum-based chemotherapy in patients with pancreatic ductal carcinomas harboring BRCA1/2 or PALB2 variants.
      Similarly, cells with HRD are exquisitely sensitive to poly(ADP)-ribose polymerases (PARP), which prompted the clinical development of PARP inhibitors (PARPi) in patients with BRCA1 and BRCA2 variants and later to a wider group of patients harboring dysfunctional homologous recombination repair. A preclinical in vivo study performed in patient-derived xenografts (PDX) from patients with breast cancer showed that PDXs from PALB2 germline variant heterozygotes were homologous recombination repair pathway deficient as assessed by nuclear RAD51 foci. Additionally, all 11 breast cancer samples from patients carrying a germline PALB2 variant scored RAD51 foci negative, confirming this deficiency and providing evidence to clinically develop PARPi in this group.
      • Castroviejo-Bermejo M.
      • et al.
      A RAD51 assay feasible in routine tumor samples calls PARP inhibitor response beyond BRCA mutation.
      To date there are no randomized controlled trials specifically targeting patients with pathogenic germline PALB2 variants. Given the mechanistic similarities and presentation with BRCA1/BRCA2-associated cancers, it is not surprising that oncologists have in recent years used similar regimens as those that have been successful in patients with germline BRCA1/2 P/LP variants (see Supplementary Table 1). Notably, some pancreatic adenocarcinoma trials have included patients with pathogenic germline PALB2 variants alongside BRCA1/2 patients, and some trials in patients with metastatic breast cancer and an associated germline variant or somatic variant in homologous recombination repair pathway genes beyond germline BRCA1/2 have also provided very promising data among PALB2 heterozygotes.

      Gruber, J. J. Talazoparib beyond BRCA: A phase II trial of talazoparib monotherapy in BRCA1 and BRCA2 wild-type patients with advanced HER2-negative breast cancer or other solid tumors with a mutation in homologous recombination (HR) pathway genes. 2019 ASCO Annual Meeting, May 31–June 4.

      ,

      Tung, N. M. TBCRC 048: A phase II study of olaparib monotherapy in metastatic breast cancer patients with germline or somatic mutations in DNA damage response (DDR) pathway genes. 2020 ASCO Virtual Scientific Program, May 29–31.

      Within the talazoparib trial, 13 patients had breast cancer and five had a germline PALB2 variant.

      Gruber, J. J. Talazoparib beyond BRCA: A phase II trial of talazoparib monotherapy in BRCA1 and BRCA2 wild-type patients with advanced HER2-negative breast cancer or other solid tumors with a mutation in homologous recombination (HR) pathway genes. 2019 ASCO Annual Meeting, May 31–June 4.

      Among them, four had high HRD scores by Myriad MyChoice genomic score and three had a partial response after treatment with talazoparib. In the olaparib trial, of 11 patients with advanced breast cancer and a PALB2 variant, 9 achieved a partial response (82%) and 2 had stable disease.

      Tung, N. M. TBCRC 048: A phase II study of olaparib monotherapy in metastatic breast cancer patients with germline or somatic mutations in DNA damage response (DDR) pathway genes. 2020 ASCO Virtual Scientific Program, May 29–31.

      Overall, the median duration of response was nine months. Interestingly, the majority were ER+/HER2- and one was HER2+. These preliminary findings provide strong rationale to warrant further clinical development of PARPi in this population. Finally, among patients with advanced prostate cancer and homologous recombination repair pathway deficiency, clinical evidence is accumulating to show that PARPi are effective in this population where PALB2 variants achieved the second highest response rate to olaparib behind BRCA1/2 variants.
      • Mateo J.
      • et al.
      Olaparib in patients with metastatic castration-resistant prostate cancer with DNA repair gene aberrations (TOPARP-B): a multicentre, open-label, randomised, phase 2 trial.
      ,

      Darst, B. F. et al. Germline sequencing DNA repair genes in 5,545 men with aggressive and non-aggressive prostate cancer. J. Natl. Cancer Inst.https://doi.org/10.1093/jnci/djaa132 (2020).

      • ACMG recommends PALB2 heterozygotes should be considered for the same therapeutic regimens and trials as those for BRCA1/2.

      Genetic counseling

      Despite the increasing recognition of the importance of PALB2 predisposing to inherited breast cancer, the evidence to support cancer risks and management remains understandably less developed compared with that for BRCA1 and BRCA2. As a result, there remain challenges in genetic counseling, risk assessment, and sharing management recommendations, as clinicians outline both what is known and what is not yet known to these patients, to guide them to make the best decision for themselves. Additional complexities include the range of risks that cross the threshold between moderate and high-penetrance genes. Consequently, PALB2 may be considered a prototypic gene to highlight the significant limitations in categorizing genes according to high versus moderate penetrance, and it provides an ideal lens through which to develop consensus and a framework for how to think about risks as a continuous rather than categorical (or discrete) variable. It follows that these factors also impact the use of established risk reduction strategies (e.g., risk-reducing mastectomy), originally implemented for genes categorized as high penetrance (e.g., BRCA1/2), compared with surveillance, which is generally the risk management strategy recommended for genes categorized as moderate penetrance (e.g., ATM, CHEK2). PALB2 heterozygotes or those with a family history of such are advised to follow up with a genetics provider periodically for updates. There is no established genotype–phenotype correlation. PALB2 has recently been added to the ACMG Secondary Findings v3.0 list.

      Miller, D. T. et al. Recommendations for reporting of secondary findings in clinical exome and genome sequencing, 2021 update: a policy statement of the American College of Medical Genetics and Genomics. Genet. Med. (in press).

      ,

      Miller, D. T. et al. ACMG SF v3.0 list for reporting of secondary findings in clinical exome and genome sequencing: a policy statement of the American College of Medical Genetics and Genomics (ACMG). Genet. Med. (in press).

      Fanconi anemia

      Biallelic germline L/LP variants in the homozygous or compound heterozygous state in PALB2 is a very rare cause of Fanconi anemia, FA-N (incidence less than 1 in 3 million), a childhood-onset condition associated with bone marrow failure, physical abnormalities, organ defects, and an increased risk of certain cancers.
      • Reid S.
      • et al.
      Biallelic mutations in PALB2 cause Fanconi anemia subtype FA-N and predispose to childhood cancer.
      ,
      • Xia B.
      • et al.
      Fanconi anemia is associated with a defect in the BRCA2 partner PALB2.
      The high risk for certain childhood cancers in FA-N was soon recognized including medulloblastoma
      • Reid S.
      • et al.
      Biallelic mutations in PALB2 cause Fanconi anemia subtype FA-N and predispose to childhood cancer.
      ,
      • Waszak S.M.
      • et al.
      Spectrum and prevalence of genetic predisposition in medulloblastoma: a retrospective genetic study and prospective validation in a clinical trial cohort.
      and Wilms tumor.
      • Reid S.
      • et al.
      Biallelic mutations in PALB2 cause Fanconi anemia subtype FA-N and predispose to childhood cancer.
      ,
      • Gadd S.
      • et al.
      A Children’s Oncology Group and TARGET initiative exploring the genetic landscape of Wilms tumor.
      Large-scale studies have uncovered P/LP PALB2 heterozygous variants in osteosarcoma, leukemia, brain tumors and soft-tissue sarcoma,

      Kim, J. et al. Frequency of pathogenic germline variants in cancer-susceptibility genes in the Childhood Cancer Survivor Study. JNCI Cancer Spectrum. 5, pkab007 (2021).

      and pediatric high-grade glioma.
      • Zhong Y.
      • et al.
      A germline PALB2 pathogenic variant identified in a pediatric high-grade glioma.
      The detection of germline PALB2 P/LP variant(s) in a child with Fanconi anemia and/or childhood cancer offers an opportunity for cascade testing to determine whether other adult family members are at risk. Conversely, while genetic counseling of individuals with a P/LP PALB2 variant may include discussion of biallelic inheritance (and implications to family planning with consideration of partner testing prior to achieving pregnancy), in reality, outside of countries with a founder variant, this risk is very small (assuming a PALB2 carrier frequency of 1 in 700, the probability of a liveborn offspring with Fanconi anemia will be less than 1 in 2,800 as some P/LP variant combinations are likely to be embryonic lethal). Additional family planning considerations include discussion of preimplantation genetic diagnosis to identify P/LP PALB2 variants at the embryo stage. Generally, prenatal diagnosis through amniocentesis or chorionic villus sampling is not typically offered for detection of a P/LP PALB2 variant in the fetus, given that this is an adult onset cancer predisposition syndrome.
      • ACMG does not recommend testing partners of PALB2 heterozygotes in the reproductive setting, unless they are from a country with founder variants or it can be justified by the partner’s family history of cancer.

      Research gaps in clinical areas of need

      There remains a paucity of data on PALB2 heterozygotes compared with BRCA1/BRCA2, both in terms of cancer incidence, spectrum, and clinical outcomes. This extends to establishing the full spectrum of childhood cancer risk in PALB2-related Fanconi anemia. Genome-first and/or population-scale sequencing approaches could be used to improve risk estimates and the clinical application of polygenic scores will further refine risk estimates. Prospective data collection is needed to determine the efficacy of surveillance and risk-reducing surgery as well as establishing the contralateral breast cancer risk. Efforts should be addressed at better histopathological and molecular characterization of PALB2-related cancers, and how this influences clinical outcome. The role of chemoprevention needs to be established, and PALB2 heterozygotes should be eligible for the same or equivalent therapeutic studies as BRCA1/BRCA2. PALB2 heterozygotes are much less common than BRCA1/2 outside of countries with founder populations, but large international collaborations make it feasible to collect enough data to facilitate evidence-based management approaches.

      Conclusion

      The recommendations made here have been based on expert opinion using comprehensive literature ascertainment approach, but not systematic review. There is strong evidence that P/LP PALB2 variants confer a range of breast cancer risks across what is considered moderate to high; consequently, enhanced surveillance and the option of risk-reducing interventions are warranted. The risk range for this gene underlies the need to move away from compartmentalizing PALB2 and consider risk to be a continuous variable from high to moderate, influenced by family history, polygenic risk score, and other factors.
      • Gallagher S.
      • et al.
      Association of a polygenic risk score with breast cancer among women carriers of high- and moderate-risk breast cancer genes.
      The same applies to other breast cancer genes. Changing this paradigm will allow us to move to personalized risk estimates by placing the risk from the P/LP variant in the context of other risk factors and develop strategies to translate this information to enhance medical management. There is reasonable evidence that PALB2 P/LP variants confer a small to moderately increased risk for ovarian cancer that may warrant risk-reducing interventions, albeit their clinical benefit is not sufficiently proven yet with respect to the efficacy of preventive measures to reduce morbidity and mortality. Likewise, there is reasonable evidence that such variants confer a small to moderately increased risk of pancreatic cancer, but the role of surveillance remains controversial. Given the many uncertainties, those at risk for PALB2-related cancers, and the health professionals who care for them are encouraged to contribute follow-up data to long term studies, thereby facilitating the generation of prospective cancer risk estimates and the evaluation of prevention measures. Current evidence supports the consideration of platinum-based regimens and clinical trials of PARPi in patients with germline P/LP PALB2 variants and breast, ovarian, prostate, or pancreatic cancer, especially when biallelic inactivation and HRD are present.

      Ethical declaration

      Competing interests

      Funding and support listed here did not support development of this document unless included in the acknowledgements section. J.N. has received funds from AstraZeneca for research and education and has served on advisory boards for AstraZeneca and Pfizer for related work. J.B. has served on advisory boards for AstraZeneca and Pfizer. D.R.S. is supported by the Intramural Research Program of the Division of Cancer Epidemiology and Genetics of the National Cancer Institute (NCI), Rockville, Maryland, and also performs contract clinical telehealth services for Genome Medical, Inc. in accordance with relevant NCI ethics policies. The other authors declare no competing interests.

      Acknowledgements

      The content of this publication does not necessarily reflect the views or policies of the US Department of Health and Human Services, nor does mention of trade names, commercial products or organizations imply endorsement by the US Government.

      Additional information

      Disclaimer
      This practice resource is designed primarily as an educational resource for medical geneticists and other clinicians to help them provide quality medical services. Adherence to this practice resource is completely voluntary and does not necessarily assure a successful medical outcome. This practice resource should not be considered inclusive of all proper procedures and tests or exclusive of other procedures and tests that are reasonably directed to obtaining the same results. In determining the propriety of any specific procedure or test, the clinician should apply his or her own professional judgment to the specific clinical circumstances presented by the individual patient or specimen.
      Clinicians are encouraged to document the reasons for the use of a particular procedure or test, whether or not it is in conformance with this practice resource. Clinicians also are advised to take notice of the date this practice resource was adopted, and to consider other medical and scientific information that becomes available after that date. It also would be prudent to consider whether intellectual property interests may restrict the performance of certain tests and other procedures.
      *The Board of Directors of the American College of Medical Genetics and Genomics approved this practice resource on 25 January 2021.
      Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

      Supplementary information

      References

        • Erkko H.
        • et al.
        A recurrent mutation in PALB2 in Finnish cancer families.
        1:CAS:528:DC%2BD2sXivVSns78%3D
        17287723
        10.1038/nature05609
        17287723
        Nature. 2007; 446: 316-319
        • Rahman N.
        • et al.
        PALB2, which encodes a BRCA2-interacting protein, is a breast cancer susceptibility gene.
        1:CAS:528:DC%2BD2sXpvFeqsw%3D%3D
        17200668
        10.1038/ng1959
        17200668
        Nat. Genet. 2007; 39: 165-167
        • Tischkowitz M.
        • et al.
        Analysis of PALB2/FANCN-associated breast cancer families.
        1:CAS:528:DC%2BD2sXkvFWjtrk%3D
        17420451
        1871863
        10.1073/pnas.0701724104
        Proc. Natl. Acad. Sci. U. S. A. 2007; 104: 6788-6793
        • Antoniou A.C.
        • et al.
        Breast-cancer risk in families with mutations in PALB2.
        25099575
        4157599
        10.1056/NEJMoa1400382
        1:CAS:528:DC%2BC2cXhs1equ7%2FN
        N. Engl. J. Med. 2014; 371: 497-506
        • Yang X.
        • et al.
        Cancer risks associated with germline PALB2 pathogenic variants: an international study of 524 families.
        1:CAS:528:DC%2BB3cXhslyqsbvN
        31841383
        10.1200/JCO.19.01907
        31841383
        J. Clin. Oncol. 2020; 38: 674-685
      1. Song, H. et al. Population-based targeted sequencing of 54 candidate genes identifies PALB2 as a susceptibility gene for high-grade serous ovarian cancer. J. Med. Genet. https://doi.org/10.1136/jmedgenet-2019-106739 (2020).

        • Gallagher S.
        • et al.
        Association of a polygenic risk score with breast cancer among women carriers of high- and moderate-risk breast cancer genes.
        32609350
        7330720
        10.1001/jamanetworkopen.2020.8501
        JAMA. Netw. Open. 2020; 3: e208501
        • Lee A.
        • et al.
        BOADICEA: a comprehensive breast cancer risk prediction model incorporating genetic and nongenetic risk factors.
        30643217
        6687499
        10.1038/s41436-018-0406-9
        Genet. Med. 2019; 21: 1708-1718
        • Lee A.J.
        • et al.
        Incorporating truncating variants in PALB2, CHEK2, and ATM into the BOADICEA breast cancer risk model.
        1:CAS:528:DC%2BC28XitVegtLrK
        27464310
        5086091
        10.1038/gim.2016.31
        Genet. Med. 2016; 18: 1190-1198
        • Hu C.
        • et al.
        A population-based study of genes previously implicated in breast cancer.
        33471974
        8127622
        10.1056/NEJMoa2005936
        N. Engl. J. Med. 2021; 384: 440-451
        • Breast Cancer Association Consortium.
        Breast cancer risk genes—association analysis in more than 113,000 women.
        10.1056/NEJMoa1913948
        N. Engl. J. Med. 2021; 384: 428-439
        • Cybulski C.
        • et al.
        Clinical outcomes in women with breast cancer and a PALB2 mutation: a prospective cohort analysis.
        1:CAS:528:DC%2BC2MXotVWgsrs%3D
        25959805
        10.1016/S1470-2045(15)70142-7
        25959805
        Lancet Oncol. 2015; 16: 638-644
        • Sahasrabudhe R.
        • et al.
        Germline mutations in PALB2, BRCA1, and RAD51C, which regulate DNA recombination repair, in patients with gastric cancer.
        1:CAS:528:DC%2BC2sXltVWksrs%3D
        28024868
        10.1053/j.gastro.2016.12.010
        28024868
        Gastroenterology. 2017; 152: 983-986.e6
        • Fewings E.
        • et al.
        Germline pathogenic variants in PALB2 and other cancer-predisposing genes in families with hereditary diffuse gastric cancer without CDH1 mutation: a whole-exome sequencing study.
        29706558
        5992580
        10.1016/S2468-1253(18)30079-7
        Lancet Gastroenterol. Hepatol. 2018; 3: 489-498
        • Mavaddat N.
        • et al.
        Polygenic risk scores for prediction of breast cancer and breast cancer subtypes.
        1:CAS:528:DC%2BC1cXisFWqsb%2FO
        30554720
        10.1016/j.ajhg.2018.11.002
        30554720
        Am. J. Hum. Genet. 2019; 104: 21-34
        • Muranen T.A.
        • et al.
        Genetic modifiers of CHEK2*1100delC-associated breast cancer risk.
        1:CAS:528:DC%2BC2sXpvFClsLc%3D
        27711073
        10.1038/gim.2016.147
        27711073
        Genet. Med. 2017; 19: 599-603
        • Barnes D.R.
        • et al.
        Polygenic risk scores and breast and epithelial ovarian cancer risks for carriers of BRCA1 and BRCA2 pathogenic variants.
        1:CAS:528:DC%2BB3cXhtlynu7bO
        32665703
        7521995
        10.1038/s41436-020-0862-x
        Genet. Med. 2020; 22: 1653-1666
        • Allman R.
        • et al.
        SNPs and breast cancer risk prediction for African American and Hispanic women.
        26589314
        4661211
        10.1007/s10549-015-3641-7
        Breast Cancer. Res. Treat. 2015; 154: 583-589
        • Ho W.K.
        • et al.
        European polygenic risk score for prediction of breast cancer shows similar performance in Asian women.
        32737321
        7395776
        10.1038/s41467-020-17680-w
        1:CAS:528:DC%2BB3cXhsFejtL3E
        Nat. Commun. 2020; 11
        • Archer S.
        • et al.
        Evaluating clinician acceptability of the prototype CanRisk tool for predicting risk of breast and ovarian cancer: a multi-methods study.
        1:CAS:528:DC%2BB3cXlvFSnsL0%3D
        32142536
        7059924
        10.1371/journal.pone.0229999
        PLoS. One. 2020; 15: e0229999
      2. National Comprehensive Cancer Network. Genetic/familial high-risk assessment: breast, ovarian, and pancreatic, version 1.2021—September 8, 2020. NCCN Practice Guidelines. https://www.genomeweb.com/sites/default/files/nccn_genetic_cancer_risk_assessment.pdf (2020).

        • Robson M.E.
        • et al.
        American Society of Clinical Oncology policy statement update: genetic and genomic testing for cancer susceptibility.
        1:CAS:528:DC%2BC28XhtVCqtrnI
        26324357
        10.1200/JCO.2015.63.0996
        J. Clin. Oncol. 2015; 33: 3660-3667
        • Li M.M.
        • et al.
        Points to consider for reporting of germline variation in patients undergoing tumor testing: a statement of the American College of Medical Genetics and Genomics (ACMG).
        1:CAS:528:DC%2BB3cXisFSgs7nJ
        32321997
        10.1038/s41436-020-0783-8
        Genet. Med. 2020; 22: 1142-1148
        • Foo T.K.
        • et al.
        Compromised BRCA1-PALB2 interaction is associated with breast cancer risk.
        1:CAS:528:DC%2BC2sXkvFagsLo%3D
        28319063
        5519427
        10.1038/onc.2017.46
        Oncogene. 2017; 36: 4161-4170
        • Rodrigue A.
        • et al.
        A global functional analysis of missense mutations reveals two major hotspots in the PALB2 tumor suppressor.
        1:CAS:528:DC%2BB3cXhtVGru7fM
        31586400
        6847799
        10.1093/nar/gkz780
        Nucleic Acids Res. 2019; 47: 10662-10677
        • Boonen R.A.C.M.
        • et al.
        Functional analysis of genetic variants in the high-risk breast cancer susceptibility gene PALB2.
        31757951
        6876638
        10.1038/s41467-019-13194-2
        1:CAS:528:DC%2BC1MXit1KrsbnE
        Nat. Commun. 2019; 10
        • Wiltshire T.
        • et al.
        Functional characterization of 84 PALB2 variants of uncertain significance.
        1:CAS:528:DC%2BC1MXhvF2rurfJ
        31636395
        10.1038/s41436-019-0682-z
        Genet. Med. 2020; 22: 622-632
        • Southey M.C.
        • Rewse A.
        • Nguyen-Dumont T.
        PALB2 genetic variants: can functional assays assist translation?.
        1:CAS:528:DC%2BB3cXjsVansr4%3D
        32209438
        10.1016/j.trecan.2020.01.017
        Trends Cancer. 2020; 6: 263-265
        • Heikkinen T.
        • et al.
        The breast cancer susceptibility mutation PALB2 1592delT is associated with an aggressive tumor phenotype.
        1:CAS:528:DC%2BD1MXltFOrurk%3D
        19383810
        10.1158/1078-0432.CCR-08-3128
        Clin. Cancer Res. 2009; 15: 3214-3222
        • Nguyen-Dumont T.
        • et al.
        Mutation screening of PALB2 in clinically ascertained families from the Breast Cancer Family Registry.
        1:CAS:528:DC%2BC2MXhtFGlsLs%3D
        25575445
        4542063
        10.1007/s10549-014-3260-8
        Breast Cancer Res. Treat. 2015; 149: 547-554
        • Deng M.
        • et al.
        Prevalence and clinical outcomes of germline mutations in BRCA1/2 and PALB2 genes in 2769 unselected breast cancer patients in China.
        1:CAS:528:DC%2BC1MXjsVKjsb4%3D
        30720863
        10.1002/ijc.32184
        Int. J. Cancer. 2019; 145: 1517-1528
        • Li A.
        • et al.
        Homologous recombination DNA repair defects in PALB2-associated breast cancers.
        31428676
        6687719
        10.1038/s41523-019-0115-9
        1:CAS:528:DC%2BC1MXhsFCgs73P
        NPJ Breast Cancer. 2019; 5
        • Staaf J.
        • et al.
        Whole-genome sequencing of triple-negative breast cancers in a population-based clinical study.
        1:CAS:528:DC%2BC1MXhvVOlur7J
        31570822
        6859071
        10.1038/s41591-019-0582-4
        Nat. Med. 2019; 25: 1526-1533
        • Shimelis H.
        • et al.
        Triple-negative breast cancer risk genes identified by multigene hereditary cancer panel testing.
        30099541
        6093350
        10.1093/jnci/djy106
        1:CAS:528:DC%2BC1MXhtlCntLzL
        J. Natl. Cancer Inst. 2018; 110: 855-862
        • Hu C.
        • et al.
        The contribution of germline predisposition gene mutations to clinical subtypes of invasive breast cancer from a clinical genetic testing cohort.
        32091585
        7735776
        10.1093/jnci/djaa023
        1:CAS:528:DC%2BB3MXosFyrur8%3D
        J. Natl. Cancer Inst. 2020; 112: 1231-1241
        • Hata C.
        • et al.
        Germline mutations of multiple breast cancer-related genes are differentially associated with triple-negative breast cancers and prognostic factors.
        1:CAS:528:DC%2BB3cXkvFeksLs%3D
        32029870
        10.1038/s10038-020-0729-7
        J. Hum. Genet. 2020; 65: 577-587
        • Palmer J.R.
        • et al.
        Contribution of germline predisposition gene mutations to breast cancer risk in African American women.
        32427313
        7735769
        10.1093/jnci/djaa040
        1:CAS:528:DC%2BB3MXosVSiurg%3D
        J. Natl. Cancer Inst. 2020; 112: 1213-1221
        • Polak P.
        • et al.
        A mutational signature reveals alterations underlying deficient homologous recombination repair in breast cancer.
        1:CAS:528:DC%2BC2sXhtlKjtbvL
        7376751
        7376751
        10.1038/ng.3934
        Nat. Genet. 2017; 49: 1476-1486
        • Lee J.E.A.
        • et al.
        Molecular analysis of PALB2-associated breast cancers.
        1:CAS:528:DC%2BC1cXnvFalsbo%3D
        29431189
        10.1002/path.5055
        29431189
        J. Pathol. 2018; 245: 53-60
        • Nones K.
        • et al.
        Whole-genome sequencing reveals clinically relevant insights into the aetiology of familial breast cancers.
        1:STN:280:DC%2BB3M7lvFOntQ%3D%3D
        31090900
        6637375
        10.1093/annonc/mdz132
        Ann. Oncol. 2019; 30: 1071-1079
        • Lefebvre C.
        • et al.
        Mutational profile of metastatic breast cancers: a retrospective analysis.
        28027327
        5189935
        10.1371/journal.pmed.1002201
        1:CAS:528:DC%2BC1cXht1ChsbnF
        PLoS Med. 2016; 13: e1002201
      3. eviQ. PALB2—risk management. https://www.eviq.org.au/cancer-genetics/adult/risk-management/1609-palb2-risk-management# (2020).

        • Paluch-Shimon S.
        • et al.
        Prevention and screening in BRCA mutation carriers and other breast/ovarian hereditary cancer syndromes: ESMO Clinical Practice Guidelines for cancer prevention and screening.
        1:STN:280:DC%2BC2srgs1Kruw%3D%3D
        27664246
        10.1093/annonc/mdw327
        27664246
        Ann. Oncol. 2016; 27: v103-v110
      4. Interdisziplinäre S3-Leitlinie für die Früherkennung. Diagnostik, therapie und nachsorge des mammakarzinoms (version 4.3 – AWMF-Reg. No: 032-045OL). https://www.awmf.org/uploads/tx_szleitlinien/032-045OLl_S3_Mammakarzinom_2020-02.pdf (2020).

      5. Centers for Disease Control and Prevention. Genomics & precision health. ACCE model process for evaluating genetic tests. https://www.cdc.gov/genomics/gtesting/acce/index.htm (2010).

        • Tung N.M.
        • et al.
        Management of hereditary breast cancer: American Society of Clinical Oncology, American Society for Radiation Oncology, and Society of Surgical Oncology Guideline.
        1:CAS:528:DC%2BB3cXhvFanurzL
        32243226
        10.1200/JCO.20.00299
        32243226
        J. Clin. Oncol. 2020; 38: 2080-2106
        • ACOG Committee Opinion No. 774.
        Summary: opportunistic salpingectomy as a strategy for epithelial ovarian cancer prevention.
        10.1097/AOG.0000000000003165
        Obstet. Gynecol. 2019; 133: 842-843
        • Goggins M.
        • et al.
        Management of patients with increased risk for familial pancreatic cancer: updated recommendations from the International Cancer of the Pancreas Screening (CAPS) Consortium.
        1:CAS:528:DC%2BB3cXht1eqsrbL
        31672839
        10.1136/gutjnl-2019-319352
        31672839
        Gut. 2020; 69: 7-17
        • Castroviejo-Bermejo M.
        • et al.
        A RAD51 assay feasible in routine tumor samples calls PARP inhibitor response beyond BRCA mutation.
        30377213
        6284440
        10.15252/emmm.201809172
        1:CAS:528:DC%2BC1cXitVaqtrbO
        EMBO Mol. Med. 2018; 10: e9172
        • Isaac D.
        • Karapetyan L.
        • Tamkus D.
        Association of germline PALB2 mutation and response to platinum-based chemotherapy in metastatic breast cancer: a case series.
        JCO Precis. Oncol. 2018; 2: 1-5
        • Villarroel M.C.
        • et al.
        Personalizing cancer treatment in the age of global genomic analyses: PALB2 gene mutations and the response to DNA damaging agents in pancreatic cancer.
        1:CAS:528:DC%2BC3MXjtFekug%3D%3D
        21135251
        10.1158/1535-7163.MCT-10-0893
        21135251
        Mol. Cancer. Ther. 2011; 10: 3-8
        • Wattenberg M.M.
        • et al.
        Platinum response characteristics of patients with pancreatic ductal adenocarcinoma and a germline BRCA1, BRCA2 or PALB2 mutation.
        1:CAS:528:DC%2BC1MXit12kt7nO
        31787751
        10.1038/s41416-019-0582-7
        31787751
        Br. J. Cancer. 2020; 122: 333-339
        • Reiss K.A.
        • et al.
        Retrospective survival analysis of patients with advanced pancreatic ductal adenocarcinoma and germline BRCA or PALB2 mutations.
        JCO Precis. Oncol. 2018; 2: 1-9
      6. Gruber, J. J. Talazoparib beyond BRCA: A phase II trial of talazoparib monotherapy in BRCA1 and BRCA2 wild-type patients with advanced HER2-negative breast cancer or other solid tumors with a mutation in homologous recombination (HR) pathway genes. 2019 ASCO Annual Meeting, May 31–June 4.

      7. Tung, N. M. TBCRC 048: A phase II study of olaparib monotherapy in metastatic breast cancer patients with germline or somatic mutations in DNA damage response (DDR) pathway genes. 2020 ASCO Virtual Scientific Program, May 29–31.

        • Mateo J.
        • et al.
        Olaparib in patients with metastatic castration-resistant prostate cancer with DNA repair gene aberrations (TOPARP-B): a multicentre, open-label, randomised, phase 2 trial.
        1:CAS:528:DC%2BC1MXit12rsLjP
        31806540
        6941219
        10.1016/S1470-2045(19)30684-9
        Lancet Oncol. 2020; 21: 162-174
      8. Darst, B. F. et al. Germline sequencing DNA repair genes in 5,545 men with aggressive and non-aggressive prostate cancer. J. Natl. Cancer Inst.https://doi.org/10.1093/jnci/djaa132 (2020).

      9. Miller, D. T. et al. Recommendations for reporting of secondary findings in clinical exome and genome sequencing, 2021 update: a policy statement of the American College of Medical Genetics and Genomics. Genet. Med. (in press).

      10. Miller, D. T. et al. ACMG SF v3.0 list for reporting of secondary findings in clinical exome and genome sequencing: a policy statement of the American College of Medical Genetics and Genomics (ACMG). Genet. Med. (in press).

        • Reid S.
        • et al.
        Biallelic mutations in PALB2 cause Fanconi anemia subtype FA-N and predispose to childhood cancer.
        1:CAS:528:DC%2BD2sXpvFersA%3D%3D
        17200671
        10.1038/ng1947
        Nat. Genet. 2007; 39: 162-164
        • Xia B.
        • et al.
        Fanconi anemia is associated with a defect in the BRCA2 partner PALB2.
        1:CAS:528:DC%2BD2sXpvFekug%3D%3D
        17200672
        10.1038/ng1942
        Nat. Genet. 2007; 39: 159-161
        • Waszak S.M.
        • et al.
        Spectrum and prevalence of genetic predisposition in medulloblastoma: a retrospective genetic study and prospective validation in a clinical trial cohort.
        1:CAS:528:DC%2BC1cXptlejsLw%3D
        29753700
        5984248
        10.1016/S1470-2045(18)30242-0
        Lancet Oncol. 2018; 19: 785-798
        • Gadd S.
        • et al.
        A Children’s Oncology Group and TARGET initiative exploring the genetic landscape of Wilms tumor.
        1:CAS:528:DC%2BC2sXhtlKjtbvI
        28825729
        5712232
        10.1038/ng.3940
        Nat. Genet. 2017; 49: 1487-1494
      11. Kim, J. et al. Frequency of pathogenic germline variants in cancer-susceptibility genes in the Childhood Cancer Survivor Study. JNCI Cancer Spectrum. 5, pkab007 (2021).

        • Zhong Y.
        • et al.
        A germline PALB2 pathogenic variant identified in a pediatric high-grade glioma.
        32554798
        7476410
        10.1101/mcs.a005397
        Cold. Spring. Harb. Mol. Case. Stud. 2020; 6: a005397