Created
April 6, 2015 23:30
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arup duplicates
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In [40]: from collections import defaultdict | |
In [41]: data = defaultdict(list) | |
In [42]: for row in json.load(open('arup.json')): | |
data[getkey(row)].append(row) | |
....: | |
In [43]: for vals in data.values(): | |
if not all(v == vals[0] for v in vals): | |
print json.dumps(vals, indent=2, sort_keys=True) | |
print '\n-----------------------------\n\n' | |
....: | |
[ | |
{ | |
"alt": "A", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/pubmed/20039896", | |
"pmid": [ | |
"20039896", | |
"17344846" | |
], | |
"protein_change": "p.V292M", | |
"sequence_change": "c.874G>A" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43601830, | |
"ref": "G" | |
}, | |
{ | |
"alt": "A", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/pubmed/21655256", | |
"pmid": [ | |
"21655256" | |
], | |
"protein_change": "p.V292M", | |
"sequence_change": "c.874G>A" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43601830, | |
"ref": "G" | |
} | |
] | |
----------------------------- | |
[ | |
{ | |
"alt": "C", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=15531714&ordinalpos=2&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"16705552", | |
"15531714" | |
], | |
"protein_change": "p.M918T", | |
"sequence_change": "c.2753T>C" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43617416, | |
"ref": "T" | |
}, | |
{ | |
"alt": "C", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=7906866&ordinalpos=2&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"19240193", | |
"8880581", | |
"10445857", | |
"7906417", | |
"7906866", | |
"7824936", | |
"15281979", | |
"9242375", | |
"10679286", | |
"17848262", | |
"22992277" | |
], | |
"protein_change": "p.M918T", | |
"sequence_change": "c.2753T>C" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43617416, | |
"ref": "T" | |
} | |
] | |
----------------------------- | |
[ | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=11230481&ordinalpos=7&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"11230481", | |
"12016484", | |
"12116277" | |
], | |
"protein_change": "p.E768D", | |
"sequence_change": "c.2304G>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43613840, | |
"ref": "G" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.arup.utah.edu/dev/database/MEN2/unpublished.html", | |
"pmid": null, | |
"protein_change": "p.E768D", | |
"sequence_change": "c.2304G>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43613840, | |
"ref": "G" | |
} | |
] | |
----------------------------- | |
[ | |
{ | |
"alt": "G", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?cmd=Retrieve&db=PubMed&list_uids=12072055&dopt=AbstractPlus", | |
"pmid": [ | |
"12072055" | |
], | |
"protein_change": "p.Q781R", | |
"sequence_change": "c.2342A>G" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43613878, | |
"ref": "A" | |
}, | |
{ | |
"alt": "G", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/pubmed/23468374", | |
"pmid": [ | |
"23468374" | |
], | |
"protein_change": "p.Q781R", | |
"sequence_change": "c.2342A>G" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43613878, | |
"ref": "A" | |
} | |
] | |
----------------------------- | |
[ | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=16705552&ordinalpos=3&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"19826964", | |
"16705552" | |
], | |
"protein_change": "p.C620F", | |
"sequence_change": "c.1859G>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609103, | |
"ref": "G" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=7916559&ordinalpos=2&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"8909322", | |
"19443294", | |
"20979234", | |
"7916559", | |
"18063059", | |
"7874109", | |
"18976013" | |
], | |
"protein_change": "p.C620F", | |
"sequence_change": "c.1859G>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609103, | |
"ref": "G" | |
} | |
] | |
----------------------------- | |
[ | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Uncertain", | |
"external_links": "http://www.ncbi.nlm.nih.gov/pubmed/18322301", | |
"pmid": [ | |
"18322301" | |
], | |
"protein_change": "p.S649L", | |
"sequence_change": "c.1946C>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609994, | |
"ref": "C" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Uncertain", | |
"external_links": "http://www.ncbi.nlm.nih.gov/pubmed/18322301", | |
"pmid": [ | |
"18322301" | |
], | |
"protein_change": "p.S649L", | |
"sequence_change": "c.1946C>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609994, | |
"ref": "C" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Uncertain", | |
"external_links": "http://www.ncbi.nlm.nih.gov/pubmed/19826964", | |
"pmid": [ | |
"19826964" | |
], | |
"protein_change": "p.S649L", | |
"sequence_change": "c.1946C>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609994, | |
"ref": "C" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Uncertain", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=11230481&ordinalpos=5&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"18322301", | |
"19906784", | |
"11230481", | |
"15320968", | |
"21551259" | |
], | |
"protein_change": "p.S649L", | |
"sequence_change": "c.1946C>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609994, | |
"ref": "C" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Uncertain", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=18058472&ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"18058472" | |
], | |
"protein_change": "p.S649L", | |
"sequence_change": "c.1946C>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609994, | |
"ref": "C" | |
} | |
] | |
----------------------------- | |
[ | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Uncertain", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=14718397&ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"14718397" | |
], | |
"protein_change": "p.D631D", | |
"sequence_change": "c.1893C>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609941, | |
"ref": "C" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Uncertain", | |
"external_links": "http://www.ncbi.nlm.nih.gov/pubmed/17344846", | |
"pmid": [ | |
"17344846" | |
], | |
"protein_change": "p.D631D", | |
"sequence_change": "c.1893C>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609941, | |
"ref": "C" | |
} | |
] | |
----------------------------- | |
[ | |
{ | |
"alt": "A", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Uncertain", | |
"external_links": "http://www.ncbi.nlm.nih.gov/pubmed/21810974", | |
"pmid": [ | |
"21810974" | |
], | |
"protein_change": "p.V648I", | |
"sequence_change": "c.1942G>A" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609990, | |
"ref": "G" | |
}, | |
{ | |
"alt": "A", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Uncertain", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?cmd=Retrieve&db=PubMed&list_uids=12466368&dopt=AbstractPlus", | |
"pmid": [ | |
"12466368", | |
"18209889" | |
], | |
"protein_change": "p.V648I", | |
"sequence_change": "c.1942G>A" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609990, | |
"ref": "G" | |
} | |
] | |
----------------------------- | |
[ | |
{ | |
"alt": "A", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/pubmed/21655256", | |
"pmid": [ | |
"21655256" | |
], | |
"protein_change": "p.C634Y", | |
"sequence_change": "c.1901G>A" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609949, | |
"ref": "G" | |
}, | |
{ | |
"alt": "A", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/pubmed/20080836", | |
"pmid": [ | |
"23330657", | |
"20080836", | |
"17610518" | |
], | |
"protein_change": "p.C634Y", | |
"sequence_change": "c.1901G>A" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609949, | |
"ref": "G" | |
}, | |
{ | |
"alt": "A", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=8099202&ordinalpos=2&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"12604374", | |
"9230192", | |
"19240193", | |
"11524247", | |
"8099202", | |
"9820617", | |
"7824936", | |
"7491519", | |
"12864791", | |
"18063059", | |
"7914213", | |
"12711285" | |
], | |
"protein_change": "p.C634Y", | |
"sequence_change": "c.1901G>A" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609949, | |
"ref": "G" | |
} | |
] | |
----------------------------- | |
[ | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=7608256&ordinalpos=3&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"14718397", | |
"16839264", | |
"18062802", | |
"22274720", | |
"10049754", | |
"7608256", | |
"24134185" | |
], | |
"protein_change": "p.D631Y", | |
"sequence_change": "c.1891G>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609939, | |
"ref": "G" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=11149622&ordinalpos=13&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"11149622" | |
], | |
"protein_change": "p.D631Y", | |
"sequence_change": "c.1891G>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43609939, | |
"ref": "G" | |
} | |
] | |
----------------------------- | |
[ | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?cmd=Retrieve&db=PubMed&list_uids=9506724&dopt=Abstract", | |
"pmid": [ | |
"18058472", | |
"16388093", | |
"17483988", | |
"12566528", | |
"17021738", | |
"18062802", | |
"9506724", | |
"9090527", | |
"12205548", | |
"19826964", | |
"19906784", | |
"17102091", | |
"15753368" | |
], | |
"protein_change": "p.Y791F", | |
"sequence_change": "c.2372A>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43613908, | |
"ref": "A" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/pubmed/19826964", | |
"pmid": [ | |
"19826964" | |
], | |
"protein_change": "p.Y791F", | |
"sequence_change": "c.2372A>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43613908, | |
"ref": "A" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=16705552&ordinalpos=2&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"19826964", | |
"16705552" | |
], | |
"protein_change": "p.Y791F", | |
"sequence_change": "c.2372A>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43613908, | |
"ref": "A" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.arup.utah.edu/database/MEN2/unpublished.html", | |
"pmid": null, | |
"protein_change": "p.Y791F", | |
"sequence_change": "c.2372A>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43613908, | |
"ref": "A" | |
}, | |
{ | |
"alt": "T", | |
"annotations": [ | |
{ | |
"annotator": "arup", | |
"data": { | |
"classification": "Pathogenic", | |
"external_links": "http://www.ncbi.nlm.nih.gov/sites/entrez?Db=pubmed&Cmd=ShowDetailView&TermToSearch=15531714&ordinalpos=2&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_RVDocSum", | |
"pmid": [ | |
"19826964", | |
"16705552", | |
"15531714" | |
], | |
"protein_change": "p.Y791F", | |
"sequence_change": "c.2372A>T" | |
}, | |
"transcript": "NM_020630.4" | |
} | |
], | |
"chrom": "chr10", | |
"genome": "hg19", | |
"offset": 43613908, | |
"ref": "A" | |
}, | |
{ | |
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{ | |
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"transcript": "NM_020630.4" | |
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"ref": "A" | |
} | |
] | |
----------------------------- | |
[ | |
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{ | |
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}, | |
{ | |
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----------------------------- | |
[ | |
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{ | |
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}, | |
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} | |
] | |
----------------------------- | |
[ | |
{ | |
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{ | |
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} | |
] | |
----------------------------- | |
[ | |
{ | |
"alt": "T", | |
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{ | |
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{ | |
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} | |
] | |
----------------------------- |
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