| Literature DB >> 34711450 |
Daniel J Lee1, Ryan Hausler2, Anh N Le2, Gregory Kelly2, Jacquelyn Powers2, James Ding2, Emily Feld2, Heena Desai2, Casey Morrison3, Abigail Doucette4, Peter Gabriel5, Regeneron Genetics Center6, Renae L Judy7, Joellen Weaver7, Rachel Kember7, Scott M Damrauer8, Daniel J Rader7, Susan M Domchek9, Vivek Narayan9, Lauren E Schwartz3, Kara N Maxwell10.
Abstract
BACKGROUND: Identification of germline mutations in DNA repair genes has significant implications for the personalized treatment of individuals with prostate cancer (PrCa).Entities:
Keywords: BRCA2; Genetic association study; Germline genetics; Inherited genes; Localized prostate cancer
Mesh:
Year: 2021 PMID: 34711450 PMCID: PMC9035481 DOI: 10.1016/j.eururo.2021.09.029
Source DB: PubMed Journal: Eur Urol ISSN: 0302-2838 Impact factor: 24.267
Demographics, Clinical and Family Histories of the PMBB Prostate Cancer Cohort
| PMBB Prostate Cancer Cohort, n=2391 | Sequencing Cohort, n=1588 | PMBB Controls, n=3273 | ||||
|---|---|---|---|---|---|---|
| n | % | n | % | |||
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| Non-Hispanic White | 1738 | 73% | 1149 | 72% | 2337 | 71% |
| Non-Hispanic Black | 535 | 22% | 359 | 23% | 479 | 15% |
| Hispanic | 25 | 1.0% | 16 | 1.0% | 0 | 0% |
| Asian | 14 | 0.6% | 12 | 0.8% | 37 | 1.1% |
| Other or Unknown | 79 | 3.3% | 52 | 3.3% | 364 | 11% |
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| Median (IQR) | 73 (12) | 72 (12) | 61 (17) | |||
| Age<50 | 9 | 0.38% | 8 | 0.50% | 244 | 7.5% |
| Age<60 | 182 | 7.6% | 146 | 9.2% | 581 | 18% |
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| Median (IQR) | 64(11) | 64(10) | ||||
| Age<50 | 81 | 3.8% | 61 | 4.2% | ||
| Age<60 | 701 | 33% | 505 | 35% | ||
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| GG 5 | 175 | 8.6% | 118 | 8.4% | ||
| GG 4 | 124 | 6.1% | 91 | 6.4% | ||
| GG 3 | 296 | 15% | 204 | 14% | ||
| GG 2 | 852 | 42% | 615 | 44% | ||
| GG 1 | 593 | 29% | 385 | 27% | ||
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| Localized at presentation | 2282 | 98% | 1588 | 100% | ||
| De novo metastatic | 39 | 1.7% | excluded | |||
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| Yes | 276 | 16% | 201 | 17% | ||
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| Yes | 124 | 6.7% | excluded | |||
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| Deceased | 533 | 22% | 384 | 24% | ||
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| T1 | 21 | 1.5% | 15 | 1.4% | ||
| T2 | 716 | 51% | 542 | 52% | ||
| T3 | 394 | 28% | 307 | 30% | ||
| T4 | 3 | 0.21% | 3 | 0.3% | ||
| Tx | 265 | 19% | 171 | 17% | ||
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| N0 | 1136 | 77% | 867 | 80% | ||
| N1 | 38 | 2.6% | 27 | 2.5% | ||
| Nx | 295 | 20% | 195 | 18% | ||
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| Yes | 17 | 0.72% | 10 | 0.6% | ||
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| 0 | 1687 | 76% | 1109 | 75% | 2236 | 97% |
| 1 | 418 | 19% | 291 | 20% | 77 | 3.3% |
| 2 | 91 | 4.1% | 67 | 4.5% | 4 | 0.17% |
| 3 or more | 20 | 0.90% | 14 | 0.95% | 0 | 0% |
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| 0 | 1910 | 86% | 1273 | 86% | 2206 | 95% |
| 1 | 267 | 12% | 183 | 12% | 99 | 4.3% |
| 2 or more | 39 | 1.8% | 25 | 1.7% | 12 | 0.52% |
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| 0 | 2173 | 98% | 1454 | 98% | 2299 | 99% |
| 1 or more | 43 | 1.9% | 27 | 1.8% | 18 | 0.78% |
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| 0 | 1442 | 65% | 944 | 64% | 2119 | 91% |
| 1 | 567 | 26% | 393 | 27% | 171 | 7.4% |
| 2 | 154 | 6.9% | 106 | 7.2% | 25 | 1.1% |
| 3 or more | 53 | 2.4% | 38 | 2.6% | 2 | 0.09% |
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| Yes | 125 | 5.2% | 84 | 5.3% | 90 | 3.9% |
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| Heart Disease | 1439 | 60% | 979 | 62% | 1181 | 36% |
| Cerebrovascular Disease | 202 | 8.4% | 126 | 7.9% | 152 | 4.6% |
| Diabetes mellitus | 475 | 20% | 316 | 20% | 415 | 13% |
| Obesity | 426 | 18% | 314 | 20% | 302 | 9.2% |
| Dementia | 64 | 2.7% | 41 | 2.6% | 38 | 1.2% |
| Schizophrenia or Mood Disorders | 218 | 9.1% | 147 | 9.3% | 155 | 4.7% |
| Chronic pulmonary diseases | 298 | 13% | 209 | 13% | 210 | 6.4% |
| Immunodeficiencies | 86 | 3.6% | 54 | 3.4% | 123 | 3.8% |
Fig. 1 –Mutation rates of 17 DNA repair genes in localized prostate cancer patients of genetically determined EUR and AFR ancestry. Localized PrCa cases underwent targeted massively parallel sequencing and analysis for mutations in 17 DNA repair genes in patients of genetically determined (A) EUR and (B) AFR descent. Overlapping genomic regions from whole exome sequencing data were analyzed from EUR and AFR cancer-free male patients from the PMBB and mutation rates shown for the same genes. Average heterozygote frequencies are shown for all mutations in the listed genes from NFE and AFR cancer-free males in gnomAD. Aggressive PrCa was defined as localized PrCa meeting high-risk or very-high-risk criteria at diagnosis and in those patients who subsequently developed biochemical recurrence or metastatic disease. (A) Bar plot of germline DNA repair gene mutation rates in the EUR PMBB localized PrCa cohort (n = 1174), subset of EUR PMBB localized PrCa cases with aggressive disease (n = 407), PMBB EUR cancer-free control cohort (n = 2615), and gnomAD NFE cancer-free control cohort (average estimated heterozygotes = 11 750). Aggressive disease was defined as localized PrCa meeting high-risk or very-high-risk criteria at diagnosis and in those patients who subsequently developed biochemical recurrence or metastatic disease. No mutations were identified in EUR localized PrCa cases in MLH1, RAD51C, and RAD51D. (B) Bar plot of germline DNA repair gene mutation rates in the AFR PMBB localized PrCa cohort (n = 351), subset of AFR PMBB localized PrCa cases with aggressive disease (n = 132), PMBB AFR cancer-free control cohort (n = 515), and gnomAD AFR cancer-free control cohort (average estimated heterozygotes = 1450). No mutations were identified in AFR localized PrCa cases in ATM, BARD1, BRCA1, BRIP1, CHEK2, MSH2, MSH6, PMS2, RAD51C, RAD51D, RAD54L, and TP53. AFR = African descent; Avg = average; EUR = European descent; NFE = Non-Finnish European; PMBB = Penn Medicine Biobank; PrCa = prostate cancer.
Case Control of PMBB Prostate cancer cases to PMBB and gnomad controls in EUR individuals
| Cohort | PMBB EUR Cases | PMBB EUR Controls | p-value to PMBB Controls[ | gnomAD NFE | p-value to gnomad Controls[ | |||
|---|---|---|---|---|---|---|---|---|
| n | 1174 | 2615 | Avg 11750 | |||||
| Gene | n | % | n | % | n | % | ||
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| 0.15 |
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| 0.042 (0.9) |
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| 6 | 0.51% | 16 | 0.61% | 0.8 | 44 | 0.37% | 0.5 |
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| 1 | 0.09% | 1 | 0.04% | 0.5 | 8 | 0.07% | 0.6 |
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| 9 | 0.77% | 5 | 0.19% | 0.1 | 30 | 0.26% | 0.1 |
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| 12 | 1.0% | 14 | 0.54% | 0.1 | 38 | 0.32% | 0.001 (0.027) |
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| 1 | 0.09% | 1 | 0.04% | 0.5 | 27 | 0.23% | 0.5 |
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| 4 | 0.34% | 7 | 0.27% | 0.8 | 83 | 0.71% | 0.2 |
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| 2 | 0.17% | 8 | 0.31% | 0.5 | 32 | 0.27% | 0.7 |
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| 1 | 0.09% | 6 | 0.23% | 0.5 | 15 | 0.13% | >0.9 |
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| 2 | 0.17% | 3 | 0.11% | 0.7 | 11 | 0.09% | 0.3 |
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| 0 | 0.00% | 1 | 0.04% | n/a | 13 | 0.11% | 0.6 |
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| 0 | 0.00% | 2 | 0.08% | n/a | 3 | 0.03% | >0.9 |
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| 1 | 0.09% | 3 | 0.11% | >0.9 | 12 | 0.10% | >0.9 |
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| 0 | 0.00% | 0 | 0.00% | n/a | 6 | 0.05% | >0.9 |
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| 2 | 0.17% | 0 | 0.00% | 0.10 | 6 | 0.05% | 0.2 |
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| 1 | 0.09% | 2 | 0.08% | >0.9 | 10 | 0.09% | >0.9 |
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| 1 | 0.09% | 4 | 0.15% | >0.9 | 21 | 0.18% | 0.7 |
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| 4 | 0.34% | 1 | 0.04% | 0.035 | 4 | 0.03% | 0.004 (0.067) |
All Bonferonni corrected p-values =1, except where noted in parenthesis
AFR: African ancestry; EUR: European ancestry; PMBB: Penn Medicine Biobank
Mutation rates by prostate cancer clinical and pathological variables
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| Any DNA repair gene | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Clinico-pathological Criteria | # meeting criteria | # with data for criteria | Criteria rate | n | Mutation rate[ | n | Mutation rate[ | n | Mutation rate[ |
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| Intermediate Risk | 645 | 1425 | 45% | 3 | 0.5% | 12 | 1.9% | 20 | 3.1% |
| High Risk Criteria | 300 | 1425 | 21% | 3 | 1.0% | 9 | 3.0% | 11 | 3.7% |
| Very High Risk Criteria | 161 | 1425 | 11% | 4 | 2.5% | 9 | 5.6% | 10 | 6.2% |
| N1 at Diagnosis | 27 | 894 | 3.0% | 1 | 3.7% | 4 | 15% | 4 | 15% |
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| Gleason score: 8–10 | 209 | 1413 | 15% | 6 | 2.9% | 16 | 7.7% | 17 | 8.1% |
| PSA at diagnosis > 20ng/mL | 59 | 1165 | 5.1% | 1 | 1.7% | 2 | 3.4% | 3 | 5.1% |
| T3b/T4 | 104 | 690 | 15% | 2 | 1.9% | 6 | 5.8% | 6 | 5.8% |
| T3/T4 | 310 | 1041 | 30% | 5 | 1.6% | 15 | 4.8% | 17 | 5.5% |
| Intraductal/ductal histology | 10 | 1577 | 0.63% | 1 | 10% | 1 | 10% | 1 | 10% |
| ≥3 cancers on same side of family | 84 | 1588 | 5.3% | 1 | 1.2% | 5 | 6.0% | 5 | 6.0% |
| Ashkenazi Jewish | 134 | 1336 | 10% | 2 | 1.5% | 6 | 4.5% | 7 | 5.2% |
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| Gleason Grade Group 5 (GS 9–10) | 118 | 1421 | 8.3% | 4 | 3.4% | 12 | 10% | 13 | 11% |
| Gleason primary pattern: 5 | 29 | 1413 | 1.8% | 1 | 3.4% | 2 | 6.9% | 3 | 10% |
| Age of diagnosis <50 | 61 | 1410 | 4.3% | 1 | 1.6% | 3 | 4.9% | 4 | 6.6% |
| Age of diagnosis <60 | 493 | 1410 | 35% | 6 | 1.2% | 17 | 3.4% | 19 | 3.9% |
| Extraprostatic extension | 289 | 859 | 34% | 3 | 1.0% | 10 | 3.5% | 12 | 4.2% |
| Lymphovascular invasion | 58 | 731 | 7.9% | 0 | 0.0% | 1 | 1.7% | 1 | 1.7% |
| Perineural invasion | 341 | 451 | 76% | 4 | 1.2% | 10 | 2.9% | 17 | 5.0% |
| Seminal vesicle invasion | 108 | 879 | 12% | 2 | 1.9% | 5 | 4.6% | 6 | 5.6% |
| ≥1 FDR/SDR breast/ovarian cancer | 220 | 1481 | 15% | 3 | 1.4% | 8 | 3.6% | 10 | 4.5% |
| ≥1 FDR/SDR prostate cancer | 368 | 1481 | 25% | 2 | 0.5% | 8 | 2.2% | 9 | 2.4% |
| Biochemical recurrence | 201 | 1206 | 17% | 5 | 2.5% | 9 | 4.5% | 9 | 4.5% |
| Developed Metastatic disease | 46 | 1321 | 3.5% | 2 | 4.3% | 2 | 4.3% | 2 | 4.3% |
| Deceased | 131 | 1588 | 8.2% | 1 | 0.8% | 2 | 1.5% | 3 | 2.3% |
Mutation rates = # with mutation and criteria divided by all patients with data for that criteria
GS: Gleason Score; FDR: first degree relative; SDR: second degree relative
Association of mutation carrier status with aggressive clinical features
| All DNA repair mutations | All other genes | |||||||||||
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| Total n | n | % |
| Total n | n | % |
| Total n | n | % |
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| GS 8–10 | 209 | 14 | 6.7% | 0.02 | 203 | 6 | 3.0% | 0.004 | 203 | 8 | 3.9% | 0.4 |
| GS 6–7 | 1204 | 38 | 3.2% | 1167 | 6 | 0.51% | 1198 | 32 | 2.7% | |||
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| GS 9–10 | 118 | 11 | 9.3% | 0.003 | 111 | 4 | 3.6% | 0.008 | 114 | 7 | 6.1% | 0.1 |
| GS 6–7 | 1204 | 38 | 3.2% | 1167 | 6 | 0.51% | 1198 | 32 | 2.7% | |||
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| T3–T4 | 310 | 17 | 5.5% | 0.3 | 297 | 5 | 1.7% | 0.5 | 305 | 12 | 3.9% | 0.4 |
| T1–T2 | 557 | 21 | 3.8% | 538 | 6 | 1.1% | 551 | 15 | 2.7% | |||
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| N1 | 27 | 4 | 15% | 0.03 | 24 | 1 | 4.2% | 0.3 | 26 | 3 | 12% | 0.05 |
| N0 | 867 | 36 | 4.2% | 837 | 10 | 1.2% | 857 | 26 | 3.0% | |||
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| Yes | 201 | 9 | 4.5% | 0.4 | 197 | 5 | 2.5% | 0.03 | 196 | 4 | 2.0% | 0.8 |
| No | 1005 | 33 | 3.3% | 973 | 6 | 0.62% | 999 | 27 | 2.7% | |||
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| Yes | 46 | 2 | 4.3% | 0.7 | 46 | 2 | 4.3% | 0.1 | None | None | n/a | n/a |
| No | 1275 | 46 | 3.6% | 1233 | 10 | 0.81% | 1265 | 36 | 2.8% | |||