Abstract
Background: Breast cancer and skin cancer rates among patients with Parkinson's disease are higher than in non-Parkinson's disease cases, and Jewish-Ashkenazi LRRK2*G2019S mutation carriers have higher breast cancer rates than noncarriers. Because additional Parkinson's disease predisposition genes are implicated in the malignant transformation process, we hypothesized that the association between breast cancer and Parkinson's disease may be related to segregation of breast cancer loci with known Parkinson's disease predisposition loci.
Methods: Data mining for single-nucleotide polymorphisms (SNP), reportedly associated with breast cancer in genome-wide association study (GWAS) that localize to chromosomes bearing known Parkinson's disease predisposition loci: PARK7, PINK1 (chromosome 1); SNCA (chromosome 4); PARK2 (chromosome 6); and LRRK2 (chromosome 12), was carried out.
Results: A total of 188 breast cancer–associated SNPs were identified in 29 eligible manuscripts: 43 SNPs on chromosome 1 (PINK1), 46 SNPs on chromosome 4 (SNCA), 72 SNPs on chromosome 6 (PARK2), and 27 SNPs on chromosome 12 (LRRK2). No breast cancer–associated SNP was located at distance less than 500,000 bp from any of the analyzed Parkinson's disease predisposition genes.
Conclusions: The association between breast cancer and the most common genetic-inherited forms of Parkinson's disease cannot be accounted for by allele cosegregation at the genomic level.
Impact: To elucidate the association between Parkinson's disease and breast cancer, a comprehensive approach that spans beyond a simple genetic association is required. Cancer Epidemiol Biomarkers Prev; 22(8); 1464–72. ©2013 AACR.
Introduction
Breast cancer is more frequently diagnosed in patients with sporadic (1) and inherited forms (2) of Parkinson's disease than in the general population, yet the molecular basis for this association remains elusive. Given the involvement of Parkinson's disease predisposition genes in cell cycle, their reported functions as oncogenes and tumor suppressor genes (3), and somatic involvement in breast cancer tumorigenesis (e.g., ref. 4), we hypothesized that the Parkinson's disease–breast cancer association may be attributed to cosegregation and in linkage disequilibrium of breast cancer and Parkinson's disease predisposition genes. To test this notion, we conducted a focused literature search for single-nucleotide polymorphisms (SNP) that have been associated with breast cancer predisposition through genome-wide association studies (GWAS) and assessed if they are overrepresented in chromosomal regions associated with inherited forms of Parkinson's disease.
Materials and Methods
Search procedure
Inherited Parkinson's disease genes and chromosomal loci
The following Parkinson's disease predisposition loci were targeted: (i) PARK7 (OMIM# 602533), chromosome 1p36.23; (ii) PINK1 (OMIM# 608309), chromosome 1p36.12; (iii) SNCA (OMIM# 163890), chromosome 4q22.1; (iv) PARK2 (OMIM# 602544), chromosome 6q25.2–q27; and (v) LRRK2 (OMIM# 609007); chromosome 12q12.
Selection criteria and SNPs
We searched peer-reviewed, English language publications reporting GWAS analyses on all pathologic types of breast cancer cases and controls of all ethnicities. Publications assessing interactions between SNPs and other risk factors or breast cancer mortality risk, and candidate gene-based studies were excluded. Only results from GWAS replication stage with SNPs showing P ≤ 0.05 that localize to one of the 4 chromosomes of interest were considered. After removal of duplicates, SNPs located to the chromosomes of interest were plotted using the NCBI Sequence Viewer 2.23 tool (8). The distances between each of the genes of interest and the identified SNPs on the same chromosome were calculated.
Results
Of 194 articles identified, 153 articles did not meet the selection criteria, and 14 did not report any chromosomally relevant SNP. The 29 articles that met all review criteria are listed in Table 1. Overall, 188 breast cancer-associated SNPs located to one of the 4 “target chromosomes” were identified (Table 2): 43 SNPs localize to chromosome 1 (minimal distance from PINK1 = 916,731 bps; minimal distance from PARK7 = 6,096,002 bps); 46 SNPs localize to chromosome 4 (minimal distance from SNCA = 3,606,769 bps); 72 SNPs localize to chromosome 6 (minimal distance from PARK2 = 1,654,718 bps); 27 SNPs localize to chromosome 12 (minimal distance from LRRK2 = 7,186,058 bps). None of the identified breast cancer-associated SNPs were located at genomic distance less than 500,000 bps from any of the analyzed Parkinson's disease genes.
. | . | Populationa . | ||
---|---|---|---|---|
GWAS Article ref. . | Title . | Ethnicity . | Casesb . | Controlsb . |
13 | Common variants at 12p11, 12q24, 9p21, 9q31.2 and in ZNF365 are associated with breast cancer risk for BRCA1 and/or BRCA2 mutation carriers | Varied | 10,200 | 9,531 |
14 | Genome-wide association analysis identifies three new breast cancer susceptibility loci | European, Asian | ∼70,000 | ∼68,000 |
15 | Genome-wide association study in East Asians identifies novel susceptibility Loci for breast cancer | East-Asian (Chinese, Korean, and Japanese) | 19,091 | 20,606 |
16 | Novel breast cancer susceptibility locus at 9q31.2: results of a genome-wide association study | Varied (European, West African, and East Asian) | 11,880 | 12,487 |
17 | Replication of breast cancer GWAS susceptibility loci in the Women's Health Initiative African American SHARe Study | African American | 316 | 7,484 |
18 | A combined analysis of genome-wide association studies in breast cancer | European | 2,702 | 5,726 |
19 | Replication of genome-wide discovered breast cancer risk loci in the Cypriot population | Cypriot | 1,109 | 1,177 |
20 | Potential novel candidate polymorphisms identified in genome-wide association study for breast cancer susceptibility | Canadian (predominantly Caucasian) | 1,501 | 1,563 |
21 | Common breast cancer susceptibility loci are associated with triple-negative breast cancer | Caucasian | 2,980 | 4,978 |
22 | A locus on 19p13 modifies risk of breast cancer in BRCA1 mutation carriers and is associated with hormone receptor-negative breast cancer in the general population | North American, European and Australian | 1,193 | 1,190 |
23 | Common genetic variants and modification of penetrance of BRCA2-associated breast cancer | European | 2,680 | 2,546 |
24 | Identification of a functional genetic variant at 16q12.1 for breast cancer risk: results from the Asia Breast Cancer Consortium | Chinese, Japanese | 12,671 | 10,339 |
25 | Ancestry-shift refinement mapping of the C6orf97-ESR1 breast cancer susceptibility locus | Asian, European, and African | 10,176 | 13,286 |
26 | Genome-wide association study identifies five new breast cancer susceptibility loci | European | 16,235 | 17,120 |
27 | Evidence for SMAD3 as a modifier of breast cancer risk in BRCA2 mutation carriers | North American, European and Australian | 4,035 | 3,382 |
28 | Common variants associated with breast cancer in genome-wide association studies are modifiers of breast cancer risk in BRCA1 and BRCA2 mutation carriers | Caucasian | 3,030 | 2,427 |
29 | Newly discovered breast cancer susceptibility loci on 3p24 and 17q23.2 | Predominantly European | 4,380 | 4,280 |
30 | Association of ESR1 gene tagging SNPs with breast cancer risk | European | >25,000 | >25,000 |
31 | Common genetic variation in candidate genes and susceptibility to subtypes of breast cancer | Predominantly Caucasian | 4,470 | 4,560 |
32 | A risk variant in an miR-125b binding site in BMPR1B is associated with breast cancer pathogenesis | Predominantly Caucasian | 455 | 1,142 |
33 | A multistage genome-wide association study in breast cancer identifies two new risk alleles at 1p11.2 and 14q24.1 (RAD51L1) | European | 9,770 | 10,799 |
34 | Genome-wide association study identifies a new breast cancer susceptibility locus at 6q25.1 | Chinese | 6,531 | 3,998 |
35 | Genome-wide association study provides evidence for a breast cancer risk locus at 6q22.33 | Ashkenazi Jews | 1,442 | 1,465 |
36 | A common coding variant in CASP8 is associated with breast cancer risk | Predominantly European, Asian | 11,391–18,290 | 14,753–22,670 |
37 | Genome-wide association study identifies novel breast cancer susceptibility loci | European, Asian | 26,258 | 26,894 |
38 | Genetic variation in TNF and lymphotoxin-alpha (TNF-LTA) and breast cancer risk | Caucasian | 5,546 | 5,219 |
39 | A genome-wide association study identifies alleles in FGFR2 associated with risk of sporadic postmenopausal breast cancer | Predominantly Caucasian | 2,921 | 3,214 |
40 | Common variants on chromosomes 2q35 and 16q12 confer susceptibility to estrogen receptor-positive breast cancer | European, multiethnic | 4,554 | 17,577 |
41 | Commonly studied single-nucleotide polymorphisms and breast cancer: results from the Breast Cancer Association Consortium | Predominantly European, Asian | >20,000 | >20,000 |
. | . | Populationa . | ||
---|---|---|---|---|
GWAS Article ref. . | Title . | Ethnicity . | Casesb . | Controlsb . |
13 | Common variants at 12p11, 12q24, 9p21, 9q31.2 and in ZNF365 are associated with breast cancer risk for BRCA1 and/or BRCA2 mutation carriers | Varied | 10,200 | 9,531 |
14 | Genome-wide association analysis identifies three new breast cancer susceptibility loci | European, Asian | ∼70,000 | ∼68,000 |
15 | Genome-wide association study in East Asians identifies novel susceptibility Loci for breast cancer | East-Asian (Chinese, Korean, and Japanese) | 19,091 | 20,606 |
16 | Novel breast cancer susceptibility locus at 9q31.2: results of a genome-wide association study | Varied (European, West African, and East Asian) | 11,880 | 12,487 |
17 | Replication of breast cancer GWAS susceptibility loci in the Women's Health Initiative African American SHARe Study | African American | 316 | 7,484 |
18 | A combined analysis of genome-wide association studies in breast cancer | European | 2,702 | 5,726 |
19 | Replication of genome-wide discovered breast cancer risk loci in the Cypriot population | Cypriot | 1,109 | 1,177 |
20 | Potential novel candidate polymorphisms identified in genome-wide association study for breast cancer susceptibility | Canadian (predominantly Caucasian) | 1,501 | 1,563 |
21 | Common breast cancer susceptibility loci are associated with triple-negative breast cancer | Caucasian | 2,980 | 4,978 |
22 | A locus on 19p13 modifies risk of breast cancer in BRCA1 mutation carriers and is associated with hormone receptor-negative breast cancer in the general population | North American, European and Australian | 1,193 | 1,190 |
23 | Common genetic variants and modification of penetrance of BRCA2-associated breast cancer | European | 2,680 | 2,546 |
24 | Identification of a functional genetic variant at 16q12.1 for breast cancer risk: results from the Asia Breast Cancer Consortium | Chinese, Japanese | 12,671 | 10,339 |
25 | Ancestry-shift refinement mapping of the C6orf97-ESR1 breast cancer susceptibility locus | Asian, European, and African | 10,176 | 13,286 |
26 | Genome-wide association study identifies five new breast cancer susceptibility loci | European | 16,235 | 17,120 |
27 | Evidence for SMAD3 as a modifier of breast cancer risk in BRCA2 mutation carriers | North American, European and Australian | 4,035 | 3,382 |
28 | Common variants associated with breast cancer in genome-wide association studies are modifiers of breast cancer risk in BRCA1 and BRCA2 mutation carriers | Caucasian | 3,030 | 2,427 |
29 | Newly discovered breast cancer susceptibility loci on 3p24 and 17q23.2 | Predominantly European | 4,380 | 4,280 |
30 | Association of ESR1 gene tagging SNPs with breast cancer risk | European | >25,000 | >25,000 |
31 | Common genetic variation in candidate genes and susceptibility to subtypes of breast cancer | Predominantly Caucasian | 4,470 | 4,560 |
32 | A risk variant in an miR-125b binding site in BMPR1B is associated with breast cancer pathogenesis | Predominantly Caucasian | 455 | 1,142 |
33 | A multistage genome-wide association study in breast cancer identifies two new risk alleles at 1p11.2 and 14q24.1 (RAD51L1) | European | 9,770 | 10,799 |
34 | Genome-wide association study identifies a new breast cancer susceptibility locus at 6q25.1 | Chinese | 6,531 | 3,998 |
35 | Genome-wide association study provides evidence for a breast cancer risk locus at 6q22.33 | Ashkenazi Jews | 1,442 | 1,465 |
36 | A common coding variant in CASP8 is associated with breast cancer risk | Predominantly European, Asian | 11,391–18,290 | 14,753–22,670 |
37 | Genome-wide association study identifies novel breast cancer susceptibility loci | European, Asian | 26,258 | 26,894 |
38 | Genetic variation in TNF and lymphotoxin-alpha (TNF-LTA) and breast cancer risk | Caucasian | 5,546 | 5,219 |
39 | A genome-wide association study identifies alleles in FGFR2 associated with risk of sporadic postmenopausal breast cancer | Predominantly Caucasian | 2,921 | 3,214 |
40 | Common variants on chromosomes 2q35 and 16q12 confer susceptibility to estrogen receptor-positive breast cancer | European, multiethnic | 4,554 | 17,577 |
41 | Commonly studied single-nucleotide polymorphisms and breast cancer: results from the Breast Cancer Association Consortium | Predominantly European, Asian | >20,000 | >20,000 |
aPopulation of the entire study, including all stages/population sets.
bNumber of cases/controls for all population sets.
Chr . | Gene/regiona . | SNP . | Chromosomal positionb . | Pc . |
---|---|---|---|---|
1 | RIZ1 | rs2235515 | 14,141,344 | 0.0204 |
1 | ALPL | rs3200254 | 21,894,735 | 0.038 |
1 | ALPL | rs3738097 | 21,894,816 | 0.036 |
1 | WNT4 | rs2473253 | 22,538,787 | 0.023 |
1 | TRIT1 | rs17570439 | 40,324,210 | <0.0001 |
1 | MYCL1 | rs3134615 | 40,362,066 | <0.0001 |
1 | MAST2 | rs4660891 | 46,319,447 | 0.004 |
1 | PIK3R3 | rs785467 | 46,521,559 | 0.019 |
1 | GNG12 | rs3766265 | 68,198,152 | <0.0002 |
1 | GNG12 | rs3766270 | 68,215,424 | <0.0005 |
1 | DPYD | rs12133176 | 97,706,237 | 0.0284 |
1 | DPYD | rs4950025 | 97,717,279 | 0.0121 |
1 | DPYD | rs528455 | 97,749,198 | 0.0442 |
1 | DPYD | rs10875071 | 97,814,678 | 0.0013 |
1 | DPYD | rs11165845 | 97,819,405 | 0.0273 |
1 | DPYD | rs12566907 | 97,862,237 | 0.0051 |
1 | DPYD | rs7548189 | 97,867,713 | <0.0005 |
1 | DPYD | rs4434871 | 97,873,007 | 0.0066 |
1 | DPYD | rs4497250 | 97,882,933 | 0.0174 |
1 | DPYD | rs4379706 | 98,322,379 | 0.0418 |
1 | DPYD | rs6677116 | 98,337,283 | 0.0409 |
1 | DPYD | rs1801265 | 98,348,885 | 0.0493 |
1 | COL11A1 | rs1451036 | 103,149,593 | 0.0082 |
1 | VAV3 | rs2494059 | 108,239,958 | 0.0448 |
1 | VAV3 | rs1332684 | 108,414,230 | 0.0469 |
1 | TRIM45 | rs1048635 | 117,654,858 | 0.0013 |
1 | rs11249433 | 121,280,613 | <0.0001 | |
1 | IL6R | rs1386821 | 154,382,049 | 0.019 |
1 | ARHGEF2 | rs1889532 | 155,951,502 | 0.032 |
1 | CD1A | rs411089 | 158,224,825 | 0.0452 |
1 | CD1C | rs10797006 | 158,257,838 | 0.0286 |
1 | TBX19 | rs2075976 | 168,269,338 | 0.0565 |
1 | CACNA1E | rs3820260 | 181,638,511 | <0.0001 |
1 | PLA2G4A | rs6683363 | 186,927,369 | 0.0274 |
1 | CR1 | rs650877 | 207,748,793 | 0.0192 |
1 | CR1 | rs11118131 | 207,761,196 | 0.0221 |
1 | CR1 | rs677066 | 207,773,991 | 0.0036 |
1 | CR1 | rs6691117 | 207,782,931 | 0.0039 |
1 | CR1 | rs12034383 | 207,803,595 | 0.002 |
1 | rs4546928 | 222,079,537 | 0.0095 | |
1 | ENAH | rs3795443 | 225,675,003 | 0.0354 |
1 | ENAH | rs4653643 | 225,675,459 | 0.0063 |
1 | ENAH | rs2840967 | 225,824,028 | 0.008 |
1 | PARK7 | Range: 8,021,714–8,045,342 | Strand: plus | |
1 | PINK1 | Range: 20,959,948–20,978,004 | Strand: plus | |
4 | TACC3 | Rs1374468 | 1,724,579 | 0.04 |
4 | ACOX3 | Rs747580 | 8,373,088 | 0.0321 |
4 | ACOX3 | Rs2631731 | 8,429,817 | 0.0207 |
4 | Rs2222309 | 12,691,840 | 0.0123 | |
4 | LDB2 | Rs6837118 | 16,729,576 | 0.049 |
4 | Rs2697705 | 17,418,921 | <0.0001 | |
4 | KCNIP4 | Rs1460475 | 21,565,822 | 0.02 |
4 | Rs10025483 | 24,454,338 | 0.0122 | |
4 | Rs9884706 | 32,632,087 | <0.0005 | |
4 | Rs2166278 | 32,642,222 | <0.0006 | |
4 | KIAA1239 | Rs12505080 | 37,349,340 | <0.0001 |
4 | Rs7696175 | 38,820,986 | <0.0001 | |
4 | SHISA3 | Rs3109633 | 42,380,579 | 0.047 |
4 | TEC | Rs2352593 | 48,197,767 | 0.026 |
4 | FRYL | Rs6843340 | 48,619,937 | 0.0009 |
4 | UGT2B4 | Rs1389930 | 70,347,172 | 0.0488 |
4 | UGT2A1 | Rs6600793 | 70,477,984 | 0.006 |
4 | STE | Rs3775775 | 70,718,282 | 0.0182 |
4 | STE | Rs3736599 | 70,725,821 | 0.0053 |
4 | HNRPDL | Rs1559949 | 83,340,605 | 0.0165 |
4 | HNRPDL | Rs4285076 | 83,369,287 | 0.038 |
4 | MAPK10 | Rs4403040 | 87,038,481 | <0.0009 |
4 | BMPR1B | Rs1970801 | 96,070,525 | <0.0002 |
4 | BMPR1B | Rs1434536 | 96,075,965 | <0.0002 |
4 | BMPR1B | Rs11097457 | 96,076,813 | <0.0002 |
4 | ADH1B | Rs1042026 | 100,228,466 | 0.0253 |
4 | ADH1C | Rs698 | 100,260,789 | 0.0196 |
4 | MANBA | Rs2866413 | 103,557,077 | 0.05 |
4 | MANBA | Rs228611 | 103,561,709 | 0.0259 |
4 | MANBA | Rs228614 | 103,578,637 | 0.0085 |
4 | MANBA | Rs228617 | 103,580,788 | 0.0047 |
4 | MANBA | Rs227284 | 103,607,635 | 0.0227 |
4 | MANBA | Rs227368 | 103,611,845 | 0.0101 |
4 | MANBA | Rs223502 | 103,640,758 | 0.034 |
4 | MANBA | Rs223500 | 103,647,047 | 0.0248 |
4 | Rs9761051 | 120,013,590 | <0.0006 | |
4 | LOC644624 | Rs1433211 | 124,763,465 | 0.014 |
4 | Rs724950 | 128,342,120 | <0.0001 | |
4 | Rs2862752 | 132,285,856 | 0.0134 | |
4 | NR3C2 | Rs16998733 | 149,337,408 | <0.0001 |
4 | Rs6837016 | 155,890,241 | 0.0004 | |
4 | PDGFC | Rs1816164 | 157,696,636 | 0.0475 |
4 | Rs581849 | 159,981,640 | 0.0385 | |
4 | Rs2014078 | 160,019,492 | 0.0127 | |
4 | Rs11721955 | 160,046,565 | 0.011 | |
4 | DDX60L | Rs13110927 | 169,299,528 | <0.0001 |
4 | SNCA | Range: 90,645,250–90,759,447 | Strand: minus | |
6 | IRF4 | Rs12203592 | 396,321 | 0.0017 |
6 | Rs1265273 | 4,469,641 | <0.0002 | |
6 | Rs9393089 | 9,095,364 | 0.0247 | |
6 | PHACTR1 | Rs9473086 | 12,957,035 | 0.0047 |
6 | TPMT | Rs9367980 | 18,131,464 | 0.014 |
6 | THEM2 | Rs3777663 | 24,700,235 | 0.013 |
6 | THEM2 | Rs9356943 | 24,709,830 | 0.029 |
6 | LOC134997 | Rs9393597 | 24,973,108 | <0.0001 |
6 | LRRC16A | Rs9467504 | 25,414,325 | <0.0001 |
6 | TNF | Rs361525 | 31,543,101 | 0.008 |
6 | LSM2 | rs480092 | 31,764,899 | 0.0465 |
6 | BAT8 | rs535586 | 31,860,337 | 0.0138 |
6 | HLA-DRA | rs3129871 | 32,406,342 | 0.0147 |
6 | HLA-DRA | rs2395182 | 32,413,317 | 0.0155 |
6 | TCP11 | rs2057537 | 35,090,279 | <0.0005 |
6 | CDKN1A | rs3176336 | 36,648,816 | 0.003 |
6 | C6orf89 | rs9380618 | 36,853,543 | <0.0008 |
6 | rs2799359 | 46,144,252 | <0.0010 | |
6 | GFRAL | rs12210212 | 55,202,199 | 0.019 |
6 | HMGCLL1 | rs4072373 | 55,317,936 | 0.029 |
6 | rs9454109 | 67,947,988 | 0.0178 | |
6 | rs6919990 | 77,384,675 | 0.0019 | |
6 | rs3857481 | 87,124,569 | <0.0001 | |
6 | QRSL1 | rs12333016 | 107,099,191 | <0.0004 |
6 | CDC40 | rs7761436 | 110,502,831 | 0.0163 |
6 | FYN | rs6914091 | 112,081,735 | 0.0077 |
6 | ROS1 | rs9401003 | 117,718,303 | <0.0007 |
6 | RNF146 | rs2180341 | 127,600,630 | <0.0001 |
6 | RNF146 | rs6569479 | 127,606,588 | <0.0001 |
6 | ECHDC1 | rs6569480 | 127,621,748 | <0.0001 |
6 | ECHDC1 | rs7776136 | 127,638,348 | <0.0001 |
6 | rs11759744 | 127,708,247 | 0.0608 | |
6 | THEMIS | rs9491859 | 128,064,363 | <0.0001 |
6 | VNN2 | rs12211125 | 133,065,049 | 0.0103 |
6 | rs9485372 | 149,608,874 | <0.0001 | |
6 | C6orf97 | rs3757318 | 151,914,113 | <0.0001 |
6 | C6orf97 | rs12662670 | 151,918,856 | <0.0001 |
6 | C6orf97 | rs9383932 | 151,919,720 | <0.0003 |
6 | C6orf97 | rs1038304 | 151,933,175 | <0.0001 |
6 | C6orf97 | rs6929137 | 151,936,677 | 0.017 |
6 | C6orf97 | rs3734804 | 151,939,181 | 0.0014 |
6 | C6orf97 | rs3734805 | 151,939,350 | <0.0001 |
6 | C6orf97 | rs6932260 | 151,939,560 | <0.0008 |
6 | C6orf97 | rs9383589 | 151,940,260 | <0.0001 |
6 | C6orf97 | rs10872676 | 151,943,977 | 0.0016 |
6 | C6orf97-ESR1 | rs12665607 | 151,946,629 | <0.0001 |
6 | C6orf97-ESR1 | rs7752591 | 151,947,068 | 0.0003 |
6 | C6orf97-ESR1 | rs2046210 | 151,948,366 | <0.0001 |
6 | C6orf97-ESR1 | rs9397435 | 151,951,220 | <0.0001 |
6 | rs6900157 | 151,954,127 | <0.0001 | |
6 | C6orf97-ESR1 | rs6930633 | 151,958,091 | 0.0504 |
6 | C6orf97-ESR1 | rs852003 | 151,962,202 | <0.0002 |
6 | C6orf97-ESR1 | rs77275268 | 151,969,198 | 0.0074 |
6 | C6orf97-ESR1 | rs9383938 | 151,987,357 | <0.0004 |
6 | ESR1 | rs3020314 | 152,270,672 | <0.0001 |
6 | ESR1 | rs3020377 | 152,272,398 | 0.0043 |
6 | ESR1 | rs3020390 | 152,276,458 | 0.0046 |
6 | ESR1 | rs3020317 | 152,278,741 | 0.003 |
6 | ESR1 | rs3020394 | 152,279,213 | 0.0034 |
6 | ESR1 | rs3020396 | 152,279,878 | 0.0038 |
6 | ESR1 | rs3020400 | 152,282,546 | 0.0047 |
6 | ESR1 | rs3020401 | 152,283,044 | 0.0039 |
6 | ESR1 | rs1884051 | 152,283,279 | 0.0299 |
6 | ESR1 | rs1884054 | 152,291,566 | 0.0328 |
6 | ESR1 | rs9383951 | 152,295,613 | <0.0001 |
6 | ESR1 | rs3020405 | 152,299,953 | 0.0077 |
6 | ESR1 | rs726282 | 152,302,654 | 0.0167 |
6 | ESR1 | rs3020407 | 152,307,261 | 0.0062 |
6 | rs694975 | 153,189,269 | 0.034 | |
6 | TIAM2 | rs9478620 | 155,513,482 | 0.0351 |
6 | TIAM2 | rs3749870 | 155,554,351 | 0.0362 |
6 | SOD2 | rs4880 | 160,113,872 | 0.056 |
6 | PARK2 | Range: 161,768,590–163,148,834 | Strand: minus | |
12 | FOXM1 | rs2074985 | 2,978,254 | 0.034 |
12 | PRMT8 | rs10774156 | 3,664,704 | 0.0462 |
12 | PRMT8 | rs1029766 | 3,703,500 | 0.0017 |
12 | FGF23 | rs7961824 | 4,476,217 | 0.0387 |
12 | MLF2 | rs2302371 | 6,858,126 | 0.0494 |
12 | CDKN1B | rs34330 | 12,870,695 | 0.012 |
12 | GRIN2B | rs2284424 | 13,988,870 | <0.0009 |
12 | rs7313833 | 28,083,196 | <0.0001 | |
12 | PTHLH | rs10771399 | 28,155,080 | <0.0001 |
12 | FGD4 | rs10771973 | 32,792,974 | <0.0002 |
12 | rs12304191 | 47,949,145 | 0.0334 | |
12 | OR6C74 | rs4388990 | 55,641,295 | 0.0076 |
12 | RASSF3 | rs15958 | 65,091,314 | 0.016 |
12 | TMTC2 | rs17740709 | 83,423,340 | <0.0001 |
12 | MKRN5 | rs1461282 | 88,186,449 | 0.0444 |
12 | rs7310517 | 89,149,235 | <0.0006 | |
12 | rs10507088 | 97,879,744 | <0.0003 | |
12 | GLTP | rs7966820 | 110,302,270 | 0.0004 |
12 | rs10850145 | 113,944,129 | <0.0001 | |
12 | rs1292011 | 115,836,522 | <0.0001 | |
12 | rs7955262 | 116,206,962 | <0.0001 | |
12 | KSR2 | rs12425296 | 117,987,574 | 0.042 |
12 | KSR2 | rs4766886 | 118,345,121 | 0.047 |
12 | CIT | rs4766950 | 120,278,241 | 0.024 |
12 | AACS | rs7307700 | 125,588,197 | 0.002 |
12 | rs6489171 | 127,882,841 | <0.0001 | |
12 | rs11609565 | 132,093,024 | 0.047 | |
12 | LRRK2 | Range: 40,618,813–40,763,087 | Strand: plus |
Chr . | Gene/regiona . | SNP . | Chromosomal positionb . | Pc . |
---|---|---|---|---|
1 | RIZ1 | rs2235515 | 14,141,344 | 0.0204 |
1 | ALPL | rs3200254 | 21,894,735 | 0.038 |
1 | ALPL | rs3738097 | 21,894,816 | 0.036 |
1 | WNT4 | rs2473253 | 22,538,787 | 0.023 |
1 | TRIT1 | rs17570439 | 40,324,210 | <0.0001 |
1 | MYCL1 | rs3134615 | 40,362,066 | <0.0001 |
1 | MAST2 | rs4660891 | 46,319,447 | 0.004 |
1 | PIK3R3 | rs785467 | 46,521,559 | 0.019 |
1 | GNG12 | rs3766265 | 68,198,152 | <0.0002 |
1 | GNG12 | rs3766270 | 68,215,424 | <0.0005 |
1 | DPYD | rs12133176 | 97,706,237 | 0.0284 |
1 | DPYD | rs4950025 | 97,717,279 | 0.0121 |
1 | DPYD | rs528455 | 97,749,198 | 0.0442 |
1 | DPYD | rs10875071 | 97,814,678 | 0.0013 |
1 | DPYD | rs11165845 | 97,819,405 | 0.0273 |
1 | DPYD | rs12566907 | 97,862,237 | 0.0051 |
1 | DPYD | rs7548189 | 97,867,713 | <0.0005 |
1 | DPYD | rs4434871 | 97,873,007 | 0.0066 |
1 | DPYD | rs4497250 | 97,882,933 | 0.0174 |
1 | DPYD | rs4379706 | 98,322,379 | 0.0418 |
1 | DPYD | rs6677116 | 98,337,283 | 0.0409 |
1 | DPYD | rs1801265 | 98,348,885 | 0.0493 |
1 | COL11A1 | rs1451036 | 103,149,593 | 0.0082 |
1 | VAV3 | rs2494059 | 108,239,958 | 0.0448 |
1 | VAV3 | rs1332684 | 108,414,230 | 0.0469 |
1 | TRIM45 | rs1048635 | 117,654,858 | 0.0013 |
1 | rs11249433 | 121,280,613 | <0.0001 | |
1 | IL6R | rs1386821 | 154,382,049 | 0.019 |
1 | ARHGEF2 | rs1889532 | 155,951,502 | 0.032 |
1 | CD1A | rs411089 | 158,224,825 | 0.0452 |
1 | CD1C | rs10797006 | 158,257,838 | 0.0286 |
1 | TBX19 | rs2075976 | 168,269,338 | 0.0565 |
1 | CACNA1E | rs3820260 | 181,638,511 | <0.0001 |
1 | PLA2G4A | rs6683363 | 186,927,369 | 0.0274 |
1 | CR1 | rs650877 | 207,748,793 | 0.0192 |
1 | CR1 | rs11118131 | 207,761,196 | 0.0221 |
1 | CR1 | rs677066 | 207,773,991 | 0.0036 |
1 | CR1 | rs6691117 | 207,782,931 | 0.0039 |
1 | CR1 | rs12034383 | 207,803,595 | 0.002 |
1 | rs4546928 | 222,079,537 | 0.0095 | |
1 | ENAH | rs3795443 | 225,675,003 | 0.0354 |
1 | ENAH | rs4653643 | 225,675,459 | 0.0063 |
1 | ENAH | rs2840967 | 225,824,028 | 0.008 |
1 | PARK7 | Range: 8,021,714–8,045,342 | Strand: plus | |
1 | PINK1 | Range: 20,959,948–20,978,004 | Strand: plus | |
4 | TACC3 | Rs1374468 | 1,724,579 | 0.04 |
4 | ACOX3 | Rs747580 | 8,373,088 | 0.0321 |
4 | ACOX3 | Rs2631731 | 8,429,817 | 0.0207 |
4 | Rs2222309 | 12,691,840 | 0.0123 | |
4 | LDB2 | Rs6837118 | 16,729,576 | 0.049 |
4 | Rs2697705 | 17,418,921 | <0.0001 | |
4 | KCNIP4 | Rs1460475 | 21,565,822 | 0.02 |
4 | Rs10025483 | 24,454,338 | 0.0122 | |
4 | Rs9884706 | 32,632,087 | <0.0005 | |
4 | Rs2166278 | 32,642,222 | <0.0006 | |
4 | KIAA1239 | Rs12505080 | 37,349,340 | <0.0001 |
4 | Rs7696175 | 38,820,986 | <0.0001 | |
4 | SHISA3 | Rs3109633 | 42,380,579 | 0.047 |
4 | TEC | Rs2352593 | 48,197,767 | 0.026 |
4 | FRYL | Rs6843340 | 48,619,937 | 0.0009 |
4 | UGT2B4 | Rs1389930 | 70,347,172 | 0.0488 |
4 | UGT2A1 | Rs6600793 | 70,477,984 | 0.006 |
4 | STE | Rs3775775 | 70,718,282 | 0.0182 |
4 | STE | Rs3736599 | 70,725,821 | 0.0053 |
4 | HNRPDL | Rs1559949 | 83,340,605 | 0.0165 |
4 | HNRPDL | Rs4285076 | 83,369,287 | 0.038 |
4 | MAPK10 | Rs4403040 | 87,038,481 | <0.0009 |
4 | BMPR1B | Rs1970801 | 96,070,525 | <0.0002 |
4 | BMPR1B | Rs1434536 | 96,075,965 | <0.0002 |
4 | BMPR1B | Rs11097457 | 96,076,813 | <0.0002 |
4 | ADH1B | Rs1042026 | 100,228,466 | 0.0253 |
4 | ADH1C | Rs698 | 100,260,789 | 0.0196 |
4 | MANBA | Rs2866413 | 103,557,077 | 0.05 |
4 | MANBA | Rs228611 | 103,561,709 | 0.0259 |
4 | MANBA | Rs228614 | 103,578,637 | 0.0085 |
4 | MANBA | Rs228617 | 103,580,788 | 0.0047 |
4 | MANBA | Rs227284 | 103,607,635 | 0.0227 |
4 | MANBA | Rs227368 | 103,611,845 | 0.0101 |
4 | MANBA | Rs223502 | 103,640,758 | 0.034 |
4 | MANBA | Rs223500 | 103,647,047 | 0.0248 |
4 | Rs9761051 | 120,013,590 | <0.0006 | |
4 | LOC644624 | Rs1433211 | 124,763,465 | 0.014 |
4 | Rs724950 | 128,342,120 | <0.0001 | |
4 | Rs2862752 | 132,285,856 | 0.0134 | |
4 | NR3C2 | Rs16998733 | 149,337,408 | <0.0001 |
4 | Rs6837016 | 155,890,241 | 0.0004 | |
4 | PDGFC | Rs1816164 | 157,696,636 | 0.0475 |
4 | Rs581849 | 159,981,640 | 0.0385 | |
4 | Rs2014078 | 160,019,492 | 0.0127 | |
4 | Rs11721955 | 160,046,565 | 0.011 | |
4 | DDX60L | Rs13110927 | 169,299,528 | <0.0001 |
4 | SNCA | Range: 90,645,250–90,759,447 | Strand: minus | |
6 | IRF4 | Rs12203592 | 396,321 | 0.0017 |
6 | Rs1265273 | 4,469,641 | <0.0002 | |
6 | Rs9393089 | 9,095,364 | 0.0247 | |
6 | PHACTR1 | Rs9473086 | 12,957,035 | 0.0047 |
6 | TPMT | Rs9367980 | 18,131,464 | 0.014 |
6 | THEM2 | Rs3777663 | 24,700,235 | 0.013 |
6 | THEM2 | Rs9356943 | 24,709,830 | 0.029 |
6 | LOC134997 | Rs9393597 | 24,973,108 | <0.0001 |
6 | LRRC16A | Rs9467504 | 25,414,325 | <0.0001 |
6 | TNF | Rs361525 | 31,543,101 | 0.008 |
6 | LSM2 | rs480092 | 31,764,899 | 0.0465 |
6 | BAT8 | rs535586 | 31,860,337 | 0.0138 |
6 | HLA-DRA | rs3129871 | 32,406,342 | 0.0147 |
6 | HLA-DRA | rs2395182 | 32,413,317 | 0.0155 |
6 | TCP11 | rs2057537 | 35,090,279 | <0.0005 |
6 | CDKN1A | rs3176336 | 36,648,816 | 0.003 |
6 | C6orf89 | rs9380618 | 36,853,543 | <0.0008 |
6 | rs2799359 | 46,144,252 | <0.0010 | |
6 | GFRAL | rs12210212 | 55,202,199 | 0.019 |
6 | HMGCLL1 | rs4072373 | 55,317,936 | 0.029 |
6 | rs9454109 | 67,947,988 | 0.0178 | |
6 | rs6919990 | 77,384,675 | 0.0019 | |
6 | rs3857481 | 87,124,569 | <0.0001 | |
6 | QRSL1 | rs12333016 | 107,099,191 | <0.0004 |
6 | CDC40 | rs7761436 | 110,502,831 | 0.0163 |
6 | FYN | rs6914091 | 112,081,735 | 0.0077 |
6 | ROS1 | rs9401003 | 117,718,303 | <0.0007 |
6 | RNF146 | rs2180341 | 127,600,630 | <0.0001 |
6 | RNF146 | rs6569479 | 127,606,588 | <0.0001 |
6 | ECHDC1 | rs6569480 | 127,621,748 | <0.0001 |
6 | ECHDC1 | rs7776136 | 127,638,348 | <0.0001 |
6 | rs11759744 | 127,708,247 | 0.0608 | |
6 | THEMIS | rs9491859 | 128,064,363 | <0.0001 |
6 | VNN2 | rs12211125 | 133,065,049 | 0.0103 |
6 | rs9485372 | 149,608,874 | <0.0001 | |
6 | C6orf97 | rs3757318 | 151,914,113 | <0.0001 |
6 | C6orf97 | rs12662670 | 151,918,856 | <0.0001 |
6 | C6orf97 | rs9383932 | 151,919,720 | <0.0003 |
6 | C6orf97 | rs1038304 | 151,933,175 | <0.0001 |
6 | C6orf97 | rs6929137 | 151,936,677 | 0.017 |
6 | C6orf97 | rs3734804 | 151,939,181 | 0.0014 |
6 | C6orf97 | rs3734805 | 151,939,350 | <0.0001 |
6 | C6orf97 | rs6932260 | 151,939,560 | <0.0008 |
6 | C6orf97 | rs9383589 | 151,940,260 | <0.0001 |
6 | C6orf97 | rs10872676 | 151,943,977 | 0.0016 |
6 | C6orf97-ESR1 | rs12665607 | 151,946,629 | <0.0001 |
6 | C6orf97-ESR1 | rs7752591 | 151,947,068 | 0.0003 |
6 | C6orf97-ESR1 | rs2046210 | 151,948,366 | <0.0001 |
6 | C6orf97-ESR1 | rs9397435 | 151,951,220 | <0.0001 |
6 | rs6900157 | 151,954,127 | <0.0001 | |
6 | C6orf97-ESR1 | rs6930633 | 151,958,091 | 0.0504 |
6 | C6orf97-ESR1 | rs852003 | 151,962,202 | <0.0002 |
6 | C6orf97-ESR1 | rs77275268 | 151,969,198 | 0.0074 |
6 | C6orf97-ESR1 | rs9383938 | 151,987,357 | <0.0004 |
6 | ESR1 | rs3020314 | 152,270,672 | <0.0001 |
6 | ESR1 | rs3020377 | 152,272,398 | 0.0043 |
6 | ESR1 | rs3020390 | 152,276,458 | 0.0046 |
6 | ESR1 | rs3020317 | 152,278,741 | 0.003 |
6 | ESR1 | rs3020394 | 152,279,213 | 0.0034 |
6 | ESR1 | rs3020396 | 152,279,878 | 0.0038 |
6 | ESR1 | rs3020400 | 152,282,546 | 0.0047 |
6 | ESR1 | rs3020401 | 152,283,044 | 0.0039 |
6 | ESR1 | rs1884051 | 152,283,279 | 0.0299 |
6 | ESR1 | rs1884054 | 152,291,566 | 0.0328 |
6 | ESR1 | rs9383951 | 152,295,613 | <0.0001 |
6 | ESR1 | rs3020405 | 152,299,953 | 0.0077 |
6 | ESR1 | rs726282 | 152,302,654 | 0.0167 |
6 | ESR1 | rs3020407 | 152,307,261 | 0.0062 |
6 | rs694975 | 153,189,269 | 0.034 | |
6 | TIAM2 | rs9478620 | 155,513,482 | 0.0351 |
6 | TIAM2 | rs3749870 | 155,554,351 | 0.0362 |
6 | SOD2 | rs4880 | 160,113,872 | 0.056 |
6 | PARK2 | Range: 161,768,590–163,148,834 | Strand: minus | |
12 | FOXM1 | rs2074985 | 2,978,254 | 0.034 |
12 | PRMT8 | rs10774156 | 3,664,704 | 0.0462 |
12 | PRMT8 | rs1029766 | 3,703,500 | 0.0017 |
12 | FGF23 | rs7961824 | 4,476,217 | 0.0387 |
12 | MLF2 | rs2302371 | 6,858,126 | 0.0494 |
12 | CDKN1B | rs34330 | 12,870,695 | 0.012 |
12 | GRIN2B | rs2284424 | 13,988,870 | <0.0009 |
12 | rs7313833 | 28,083,196 | <0.0001 | |
12 | PTHLH | rs10771399 | 28,155,080 | <0.0001 |
12 | FGD4 | rs10771973 | 32,792,974 | <0.0002 |
12 | rs12304191 | 47,949,145 | 0.0334 | |
12 | OR6C74 | rs4388990 | 55,641,295 | 0.0076 |
12 | RASSF3 | rs15958 | 65,091,314 | 0.016 |
12 | TMTC2 | rs17740709 | 83,423,340 | <0.0001 |
12 | MKRN5 | rs1461282 | 88,186,449 | 0.0444 |
12 | rs7310517 | 89,149,235 | <0.0006 | |
12 | rs10507088 | 97,879,744 | <0.0003 | |
12 | GLTP | rs7966820 | 110,302,270 | 0.0004 |
12 | rs10850145 | 113,944,129 | <0.0001 | |
12 | rs1292011 | 115,836,522 | <0.0001 | |
12 | rs7955262 | 116,206,962 | <0.0001 | |
12 | KSR2 | rs12425296 | 117,987,574 | 0.042 |
12 | KSR2 | rs4766886 | 118,345,121 | 0.047 |
12 | CIT | rs4766950 | 120,278,241 | 0.024 |
12 | AACS | rs7307700 | 125,588,197 | 0.002 |
12 | rs6489171 | 127,882,841 | <0.0001 | |
12 | rs11609565 | 132,093,024 | 0.047 | |
12 | LRRK2 | Range: 40,618,813–40,763,087 | Strand: plus |
aIf applicable.
bActual position for SNP search on map.
cSmallest P value of all appearances.
Discussion
No breast cancer-associated SNPs localized in the genomic proximity of Parkinson's disease predisposition genes found on chromosomes 1, 4, 6, or 12. Thus, the observed increased breast cancer rates in inherited forms of Parkinson's disease cannot be accounted for by a simple cosegregation and shared genomic loci.
Despite the lack of association at the genomic level between breast cancer SNPs and Parkinson's disease predisposition genes, other genetic or epigenetic mechanisms may still be operative. If breast cancer results from the actions of multiple rare alleles, each one with a medium effect on breast cancer risk, then the methodology used in GWAS would have missed these relatively rare sequence variants. This explanation seems less likely as there was no association reported between family history of breast cancer and Parkinson's disease risk in a large U.S. cohort (9). To assess this possibility, a whole-exome, or even a whole-genome, dataset of breast cancer and Parkinson's disease cases should be queried, when it becomes available.
Another possible explanation for the breast cancer–Parkinson's disease association may be epigenetic: microRNAs (miR) may be involved in promoting the expression of breast cancer-related genes and concomitantly, repress genes that are needed for normal dopaminergic function. Indeed, miR-7, which represses α-synuclein protein levels and protects cells against oxidative stress, also inhibits epithelial-to-mesenchymal transition and metastasis of breast cancer cells via focal adhesion kinase expression (10). Finally, the reported association between breast cancer and Parkinson's disease may relate to abnormal estrogen metabolism. Women have a reduced Parkinson's disease risk compared with age-matched men, a phenomenon attributed by some researchers to the neuroprotective properties of estrogen in Parkinson's disease relevant neurons (11). Tamoxifen, a selective estrogen receptor (ER) modulator given to patients with ER-positive breast cancer, has been reported to increase Parkinson's disease rates (12). Thus, in postmenopausal women, markedly reduced estrogen synthesis may both increase the risk of Parkinson's disease and promote the expression of ER genes in breast tissue to enhance breast cancer risk. Noteworthy this is a viable speculation that should be viewed as such.
In conclusion, the association between breast cancer and the most common genetic forms of inherited Parkinson's disease cannot be accounted for by allele cosegregation at the genomic level.
Disclosure of Potential Conflicts of Interest
No potential conflicts of interest were disclosed.
Authors' Contributions
Conception and design: S.B. Hassin, R. Inzelberg, E. Friedman
Development of methodology: E. Kravitz, Y. Laitman, R. Inzelberg, E. Friedman
Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): E. Kravitz, Y. Laitman, S.B. Hassin
Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): E. Kravitz, Y. Laitman, E. Friedman
Writing, review, and/or revision of the manuscript: E. Kravitz, S.B. Hassin, R. Inzelberg, E. Friedman
Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): E. Kravitz, Y. Laitman
Study supervision: R. Inzelberg