biothings / biothings_explorer

TRAPI service for BioThings Explorer
https://explorer.biothings.io
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genetic disease use cases #443

Open andrewsu opened 2 years ago

andrewsu commented 2 years ago

From our colleagues at RCIGM, we have several example use cases related to genetic diseases. The goal is to take info about the variants and the phenotypes, and to propose candidate therapies. For these five cases, there are known therapies that we should be able to get. The goal is to assess the ability of skilled analyst to identify those therapies. Good set of starter cases for @khanspers to work on... (cc @AlexanderPico)

CASE 1 VARIANTS TH NM_199292.2. c.541C>T; p.Gln181Ter. chr11:2189760 TH NM_199292.2 c.785C>G; p.Thr262Ser. chr11:2188668 HPO: delayed speech and language development

CASE 2 - 6011 NPC1 (NM_000271.3) chr 18: 21119857G>A c.2713C>T; pGLN905* - Homozygous

CLINICAL PRESENTATION: Cholestasis, hyperbilirubinemia, hepatosplenomegaly (this was before HPO terms used)

CASE 3 - 6094 ASL c.706C>T, p.Arg236Trp (homozygous CLINICAL PRESENTATION: 7 day old female presented with lethargy and altered mental status found to have hyperammonemia. Concern for underlying diagnosis urea cycle disorder – likely citrullinemia. Parents are first cousins. (this was before HPO terms used)

CASE 4 - 243 ALDH7A1 c.328C>T, p.Arg110Ter HPO TERMS: Jaundice;Poor appetite;Ventriculomegaly;Seizure

CASE 5 - 3081 SLC2A1 c.1202C>T p.Pro401Leu HPO TERMS: Migraine, Seizure

khanspers commented 2 years ago

Update: I used CASE 5 to test a bunch of queries, and came up with some results. I ran the queries in ARAX using "Post to Other" and specifying https://api.bte.ncats.io/v1 as the external API. The same queries in https://biothings.io/explorer/advanced did not always work give the same results and I have some questions in general about that interface (will ask seperately).

CASE 5 results:

Query:

{
  "message": {
    "query_graph": {
      "nodes": {
        "n1": {
          "ids": 
            ["HP:0002076", "HP:0001250"], "is_set": true,
          "categories": [
            "biolink:PhenotypicFeature"
          ]
        },
        "n2": {
          "categories": [
            "biolink:SmallMolecule"
          ]
        },
        "n3": {
          "ids": [
            "NCBIGene:6513"
          ],
          "categories": [
            "biolink:Gene"
          ]
        }
      },
      "edges": {
        "e1": {
          "subject": "n2",
          "object": "n1",
          "predicates": [
        "biolink:treats"
      ]
        },
        "e2": {
          "subject": "n2",
          "object": "n3"
        }
      }
    }
  }
}

https://docs.google.com/document/d/1f6R3x4DiYrCQkIhjDBavoHlLnswSY7gwT-9XqKWxUgo/edit?usp=sharing

khanspers commented 2 years ago

For CASE 3: The individual likely has Argininosuccinic aciduria (MONDO:0008815), caused by the c.706C>T mutation. The disease causes lethargy, hyperammonemia and developmental delays. Known treatments are arginine and citric acid.

Results summary:

https://docs.google.com/document/d/1RMvySsf_eQsmWCNyxnB7hL0V497aBzBZxlvrAhlI8N8/edit?usp=sharing

andrewsu commented 2 years ago

@khanspers the Google doc for case 3 is great. Seeing the sequence of queries is very useful. You might also think about putting in snippets of the results just to show the provenance for the assertions. Or you can execute the queries through the ARS and then save the arax link. (Let me know if that doesn't make sense and I can write more details.) Nice work!

khanspers commented 2 years ago

Thanks @andrewsu! I added a similar doc for CASE 5, although its not as clean. I will add some results/provenance to both docs.

khanspers commented 2 years ago

CASE 2: Likely Niemann-Pick disease, type C1, which the variant is known to cause. Known treatment is Acetylcysteine.

Results:

https://docs.google.com/document/d/1exbo3wPc0jJZiePXdughpDyq2MVCHWulYsQKAUx-_3c/edit?usp=sharing

colleenXu commented 2 years ago

looks cool! I'm happy to see another person using BTE and finding useful info for questions.

@khanspers I've found this useful for putting queries and lots of info in github: https://gist.github.com/pierrejoubert73/902cc94d79424356a8d20be2b382e1ab

Not sure what to do with Google Docs. Generally I've been saving the JSON responses or the ARS/ARAX links. I can show you how to do this, if you need it.

khanspers commented 2 years ago

Thanks @colleenXu. Originally the Google docs were started for my own organizational purposes, to be able to track and summarize better than in Postman, then I decided to share them. I realize they are not ideal. I figured out how to get the ARS links now, but they are only in one of the docs so far.

For the GitHub markdown example you linked to, the idea would be to replace each google doc with one of those?

colleenXu commented 2 years ago

@khanspers The google docs are fine! I notice that Github comments can do some things that I don't know how to do in Google docs, like attaching txt files (the JSON responses) and collapsible sections.

I noticed a query here and thought it would be easier to read if it was in a code block, in a collapsible section like this: https://github.com/biothings/BioThings_Explorer_TRAPI/issues/446#issuecomment-1125606184

khanspers commented 2 years ago

CASE 1:

https://docs.google.com/document/d/1_CMYJfWBq6V4xQc41VR0Kfuv2Xem4FwqW-lFWRKIBfk/edit?usp=sharing

andrewsu commented 2 years ago

@khanspers I think for all these cases (and particularly case 1), you should treat the phenotype list as a partial list. Use the presence of a phenotype to help prioritize any leads, but I wouldn't use the absence of a phenotype as any sort of signal. With that additional information, can you have an additional look at Case 1?

khanspers commented 2 years ago

CASE 4:

Results from BTE:

Existing knowledge on diseases/treatments (from Wikipedia):

=> Known therapy was found in BTE

https://docs.google.com/document/d/1w9whZGJHn5t1Vbvkdyy5Yr-e0Q9YU_SpVx2RxM_uurg/edit#

khanspers commented 2 years ago

CASE 1 update:

Results from BTE:

Existing knowledge on diseases/treatments (from Wikipedia):

=> Known therapy was found in BTE

https://docs.google.com/document/d/1_CMYJfWBq6V4xQc41VR0Kfuv2Xem4FwqW-lFWRKIBfk/edit?usp=sharing

khanspers commented 2 years ago

CASE 3 update:

Results:

Known treatments (from Wikipedia and rarediseases.org):

=> Some known therapies were found in BTE

https://docs.google.com/document/d/1RMvySsf_eQsmWCNyxnB7hL0V497aBzBZxlvrAhlI8N8/edit?usp=sharing

khanspers commented 2 years ago

CASE 2 update:

Results from BTE:

Known treatments (from Wikipedia):

=> Known treatments were NOT found in BTE. BTE finds only one treatment, with evidence from a 2013 study in mouse.

https://docs.google.com/document/d/1exbo3wPc0jJZiePXdughpDyq2MVCHWulYsQKAUx-_3c/edit?usp=sharing

colleenXu commented 2 years ago

Some of my notes (not saying any of this is something to do):

Querying:

On searching results:

Missing info:

khanspers commented 2 years ago

Thanks @colleenXu, those are great tips! Some of the things you mention I've realized while working on these cases (how to use treats, how to find non-drug treatments etc). The strategy used for these cases is definitely not optimal and could definitely be optimized.

For the non-drug treatments, I was able to find those by not specifying the node type, and using the treats predicate. The results then include lots of UMLS IDs (without labels as you mention), but for most of them I could see what they were in the ARAX UI by clicking on them.

khanspers commented 2 years ago

As a separate use case, Alex asked me to check if known treatments for AML were found in BTE, based on a publication. Results are in this spreadsheet: Several treatments were found, but some were not.

colleenXu commented 2 years ago

Perhaps it may be useful to discuss / review...

A. What are the goals of this exercise?

B. What did we learn?

Gaps

  1. Finding "curie" IDs for genomic variations / SNVs is hard
    • Translator isn't set up to work with genomic coordinates directly; stuff has to be a "curie" ID.
    • But looking for "curie" IDs can be hard. It's not clear what the genomic coordinates for the variants are (looks like an older build GRCh37?).
    • I got success from querying Clinvar for the gene (the first word in the variant info lines) and p-dot notation (peptide location and effect)
  2. BTE missing info for genomic variations / SNVs
    • Writing more operations for MyVariant would help (not just to DBSNP IDs but Clinvar Variant IDs too, or trying to use HGVS?)
    • Adding more resources that connect genomic variations / SNVs to consequences or treatment stuff (diseases, drugs)?

can BTE find correct / reasonable answers

Maybe discuss this after figuring out the next point? But I think the answer is yes...

A question though...Was the scoring of results helpful at all? or problematic (helpful diseases and treatments pushed to the bottom)?

is there a set of instructions and queries we can recommend

I think so? See my next comment, perhaps Kristina can try this approach on the other cases?

colleenXu commented 2 years ago

Also, my stab at Case 1 (the first steps are probably the same as Kristina's, I just wrote them out in great detail here :P)

CASE 1
VARIANTS
TH NM_199292.2. c.541C>T; p.Gln181Ter. chr11:2189760
TH NM_199292.2 c.785C>G; p.Thr262Ser. chr11:2188668
HPO: delayed speech and language development

First step: find curies

How to find variant IDs from this?

Can I go anywhere from the variants (dbSNP IDs are the best / most-reliably annotated for operations right now) Nope. Running SequenceVariant "DBSNP:rs1590169710", "DBSNP:rs1590168246" -> NamedThing. All I get is that both are variants of the Gene TH.

How to find phenotype IDs from this? Well....it's not hard, search HPO. Found HP:0000750 "delayed speech and language development".

So it looks like the starting points are going to be Genes and PhenotypicFeatures. The SequenceVariants / genomic features are only sometimes going to work as starting points...

Queries

Query to find the disease

Gene NCBIGene:7054 -> Disease <-(phenotype_of)- PhenotypicFeature HP:0000750 query ``` { "message": { "query_graph": { "edges": { "e00": { "subject": "n0", "object": "n1" }, "e01": { "subject": "n2", "object": "n1", "predicates": ["biolink:phenotype_of"] } }, "nodes": { "n0": { "ids": ["NCBIGene:7054"], "categories": ["biolink:Gene"], "is_set": true, "name": "TH" }, "n1": { "categories": ["biolink:Disease"] }, "n2": { "ids": ["UMLS:C0023012"], "categories": ["biolink:PhenotypicFeature"], "is_set": true, "name": "delayed speech and language development" } } } } } ```
response ``` { "workflow": [ { "id": "lookup" } ], "message": { "query_graph": { "edges": { "e00": { "subject": "n0", "object": "n1" }, "e01": { "subject": "n2", "object": "n1", "predicates": [ "biolink:phenotype_of" ] } }, "nodes": { "n0": { "ids": [ "NCBIGene:7054" ], "categories": [ "biolink:Gene" ], "is_set": true, "name": "TH" }, "n1": { "categories": [ "biolink:Disease" ] }, "n2": { "ids": [ "UMLS:C0023012" ], "categories": [ "biolink:PhenotypicFeature", "biolink:Disease" ], "is_set": true, "name": "delayed speech and language development" } } }, "knowledge_graph": { "nodes": { "MONDO:0011551": { "categories": [ "biolink:Disease" ], "name": "TH-deficient dopa-responsive dystonia", "attributes": [ { "attribute_type_id": "biolink:xref", "value": [ "MONDO:0011551", "OMIM:605407", "ORPHANET:101150", "UMLS:C2673535", "MESH:C537537", "NCIT:C157158", "SNOMEDCT:715827001" ] }, { "attribute_type_id": "biolink:synonym", "value": [ "TH-deficient dopa-responsive dystonia", "DYSTONIA, DOPA-RESPONSIVE, WITH OR WITHOUT HYPERPHENYLALANINEMIA, AUTOSOMAL RECESSIVE (disorder)", "Segawa syndrome, autosomal recessive", "Tyrosine Hydroxylase Deficiency" ] } ] }, "NCBIGene:7054": { "categories": [ "biolink:Gene" ], "name": "TH", "attributes": [ { "attribute_type_id": "biolink:xref", "value": [ "NCBIGene:7054", "ENSEMBL:ENSG00000180176", "HGNC:11782", "OMIM:191290", "UMLS:C1420718", "UniProtKB:P07101", "PR:P07101", "UMLS:C4285344", "UniProtKB:P78428" ] }, { "attribute_type_id": "biolink:synonym", "value": [ "TH", "TH gene", "TY3H_HUMAN Tyrosine 3-monooxygenase (sprot)", "tyrosine 3-monooxygenase (human)", "Tyrosine 3-Monooxygenase, human", "P78428_HUMAN Tyrosine hydroxylase (Fragment) (trembl)" ] } ] }, "MONDO:0004985": { "categories": [ "biolink:Disease" ], "name": "bipolar disorder", "attributes": [ { "attribute_type_id": "biolink:xref", "value": [ "MONDO:0004985", "DOID:3312", "EFO:0000289", "UMLS:C0005586", "UMLS:C0005587", "UMLS:C0024713", "UMLS:C0236780", "MESH:D001714", "MEDDRA:10004908", "MEDDRA:10004911", "MEDDRA:10004919", "MEDDRA:10004935", "MEDDRA:10004936", "MEDDRA:10004938", "MEDDRA:10026754", "MEDDRA:10026755", "MEDDRA:10026756", "MEDDRA:10026757", "MEDDRA:10026758", "MEDDRA:10037240", "MEDDRA:10037954", "MEDDRA:10057667", "NCIT:C34423", "SNOMEDCT:13746004", "SNOMEDCT:16506000", "SNOMEDCT:68569003", "SNOMEDCT:767635003", "ICD10:F31", "ICD9:296.40", "ICD9:296.60", "ICD9:296.80", "HP:0007302" ] }, { "attribute_type_id": "biolink:synonym", "value": [ "bipolar disorder", "Bipolar Disorder", "Depression, Bipolar", "Manic Disorder", "Mixed bipolar I disorder", "Bipolar affective disorder" ] } ] }, "MONDO:0005302": { "categories": [ "biolink:Disease" ], "name": "attention deficit hyperactivity disorder, inattentive type", "attributes": [ { "attribute_type_id": "biolink:xref", "value": [ "MONDO:0005302", "DOID:1094", "EFO:0003888", "UMLS:C0041671", "UMLS:C1263846", "UMLS:C1321905", "MESH:D001289", "MEDDRA:10003731", "MEDDRA:10003733", "MEDDRA:10003735", "MEDDRA:10003736", "MEDDRA:10003737", "MEDDRA:10020555", "MEDDRA:10020658", "MEDDRA:10020659", "MEDDRA:10027642", "MEDDRA:10042816", "MEDDRA:10064104", "MEDDRA:10068452", "NCIT:C35092", "SNOMEDCT:406506008", "SNOMEDCT:7461003", "HP:0007018" ] }, { "attribute_type_id": "biolink:synonym", "value": [ "attention deficit hyperactivity disorder, inattentive type", "attention deficit hyperactivity disorder", "Attention Deficit Disorder", "Attention deficit hyperactivity disorder", "Minimal Brain Dysfunction", "Attention Deficit Disorder with Hyperactivity", "Attention Deficit Hyperactivity Disorder, Inattentive Type" ] } ] }, "MONDO:0005090": { "categories": [ "biolink:Disease" ], "name": "schizophrenia", "attributes": [ { "attribute_type_id": "biolink:xref", "value": [ "MONDO:0005090", "DOID:5419", "OMIM:181500", "EFO:0000692", "UMLS:C0036341", "UMLS:C4538533", "MESH:D012559", "MEDDRA:10012297", "MEDDRA:10039626", "MEDDRA:10039632", "MEDDRA:10046150", "MEDDRA:10046156", "NCIT:C3362", "SNOMEDCT:191526005", "SNOMEDCT:58214004", "ICD10:F20", "ICD9:295", "HP:0100753" ] }, { "attribute_type_id": "biolink:synonym", "value": [ "schizophrenia", "Schizophrenia", "SCHIZOPHRENIA WITH OR WITHOUT AN AFFECTIVE DISORDER" ] } ] }, "MONDO:0007182": { "categories": [ "biolink:Disease" ], "name": "Machado-Joseph disease", "attributes": [ { "attribute_type_id": "biolink:xref", "value": [ "MONDO:0007182", "DOID:1440", "OMIM:109150", "ORPHANET:98757", "UMLS:C0024408", "UMLS:C0751671", "MESH:D017827", "NCIT:C84830", "SNOMEDCT:91952008" ] }, { "attribute_type_id": "biolink:synonym", "value": [ "Machado-Joseph disease", "Machado-Joseph Disease", "Machado-Joseph Disease Type IV", "Spinocerebellar Ataxia Type 3" ] } ] }, "MONDO:0009863": { "categories": [ "biolink:Disease" ], "name": "BH4-deficient hyperphenylalaninemia A", "attributes": [ { "attribute_type_id": "biolink:xref", "value": [ "MONDO:0009863", "DOID:0090106", "OMIM:261640", "ORPHANET:13", "UMLS:C0878676", "UMLS:C2678415", "MESH:C535325", "MESH:C567493", "NCIT:C138171", "SNOMEDCT:237914002" ] }, { "attribute_type_id": "biolink:synonym", "value": [ "BH4-deficient hyperphenylalaninemia A", "6-pyruvoyl-tetrahydropterin synthase deficiency", "Hyperphenylalaninemia, BH4-Deficient, Due To Partial PTS Deficiency", "Hyperphenylalaninemia, BH4-deficient A" ] } ] }, "MONDO:0019037": { "categories": [ "biolink:Disease" ], "name": "progressive supranuclear palsy", "attributes": [ { "attribute_type_id": "biolink:xref", "value": [ "MONDO:0019037", "DOID:678", "ORPHANET:683", "UMLS:C0038868", "UMLS:C4551862", "UMLS:C4551863", "UMLS:CN205522", "MESH:D013494", "MEDDRA:10036813", "MEDDRA:10054970", "NCIT:C85028", "SNOMEDCT:192976002", "SNOMEDCT:28978003", "ICD10:G23.1" ] }, { "attribute_type_id": "biolink:synonym", "value": [ "progressive supranuclear palsy", "Progressive supranuclear palsy", "Ophthalmoplegia, Progressive Supranuclear", "Supranuclear Palsy, Progressive, 1", "Supranuclear Palsy, Progressive", "Progressive Supranuclear Palsy" ] } ] }, "MONDO:0009738": { "categories": [ "biolink:Disease" ], "name": "sialidosis type 2", "attributes": [ { "attribute_type_id": "biolink:xref", "value": [ "MONDO:0009738", "DOID:3343", "OMIM:256150", "OMIM:256550", "ORPHANET:87876", "UMLS:C0268228", "UMLS:C0268232", "UMLS:C3888317", "UMLS:C4282398", "UMLS:CN206285", "MESH:C537366", "MESH:C562606", "NCIT:C125596", "SNOMEDCT:124461006", "SNOMEDCT:52186006", "SNOMEDCT:81896006" ] }, { "attribute_type_id": "biolink:synonym", "value": [ "sialidosis type 2", "glycoproteinosis", "Neuraminidase 1 deficiency", "Nephrosialidosis", "Sialidosis, type 2", "Sialidase deficiency", "Neuraminidase Deficiency" ] } ] }, "MONDO:0016575": { "categories": [ "biolink:Disease" ], "name": "primary ciliary dyskinesia", "attributes": [ { "attribute_type_id": "biolink:xref", "value": [ "MONDO:0016575", "DOID:0050144", "DOID:9562", "OMIM:PS244400", "ORPHANET:244", "UMLS:C0008780", "UMLS:C0022521", "UMLS:C4317124", "UMLS:C4551720", "UMLS:C4551906", "MESH:D002925", "MESH:D007619", "MEDDRA:10023299", "MEDDRA:10060882", "MEDDRA:10069713", "NCIT:C128117", "NCIT:C84638", "NCIT:C84797", "SNOMEDCT:42402006", "SNOMEDCT:86204009", "HP:0012265" ] }, { "attribute_type_id": "biolink:synonym", "value": [ "primary ciliary dyskinesia", "Kartagener syndrome", "Ciliary Motility Disorders", "Kartagener Syndrome", "Polynesian Bronchiectasis", "Primary Ciliary Dyskinesia", "Ciliary Dyskinesia, Primary, 1, With Or Without Situs Inversus", "Primary Ciliary Dyskinesia 1", "Ciliary Motility Defect", "Ciliary dyskinesia" ] } ] }, "MONDO:0024422": { "categories": [ "biolink:Disease" ], "name": "auditory perceptual disorders", "attributes": [ { "attribute_type_id": "biolink:xref", "value": [ "MONDO:0024422", "UMLS:C0004310", "UMLS:C0023012", "UMLS:C0023014", "UMLS:C0233715", "UMLS:C0241210", "UMLS:C0454644", "UMLS:C0454655", "UMLS:C0750942", "UMLS:C0751257", "MESH:D001308", "MESH:D007805", "MEDDRA:10012566", "MEDDRA:10041469", "MEDDRA:10065165", "NCIT:C84575", "NCIT:C97170", "SNOMEDCT:162294008", "SNOMEDCT:188061000119100", "SNOMEDCT:229721007", "SNOMEDCT:229751001", "SNOMEDCT:229752008", "SNOMEDCT:280032002", "SNOMEDCT:29164008", "SNOMEDCT:62415009", "HP:0000750" ] }, { "attribute_type_id": "biolink:synonym", "value": [ "auditory perceptual disorders", "Auditory Perceptual Disorders", "Language Delay", "Language Development Disorders", "Speech impairment", "Speech Delay", "Delayed speech and language development", "Semantic-Pragmatic Disorder", "Auditory Inattention", "Auditory Processing Disorder, Central", "Auditory Perceptual Disorder", "Central Auditory Processing Disorder" ] } ] } }, "edges": { "7a6a3a4f1dddad16e285cdad701e7253": { "predicate": "biolink:causes", "subject": "NCBIGene:7054", "object": "MONDO:0011551", "attributes": [ { "attribute_type_id": "biolink:aggregator_knowledge_source", "value": [ "infores:biothings-explorer" ], "value_type_id": "biolink:InformationResource" }, { "attribute_type_id": "biolink:primary_knowledge_source", "value": [ "infores:monarchinitiative" ], "value_type_id": "biolink:InformationResource" }, { "attribute_type_id": "biolink:aggregator_knowledge_source", "value": [ "infores:biolink-api" ], "value_type_id": "biolink:InformationResource" }, { "attribute_type_id": "biolink:publications", "value": [ "PMID:23480488", "PMID:10407773", "PMID:9732974", "PMID:21937992", "PMID:20430833", "PMID:24753243", "PMID:25224241", "PMID:9703425" ] }, { "attribute_type_id": "relation", "value": "causes condition" }, { "attribute_type_id": "source", "value": [ "https://archive.monarchinitiative.org/#omim", "https://archive.monarchinitiative.org/#orphanet", "https://data.monarchinitiative.org/ttl/clinvar.nt" ] } ] }, "55b2b46cdc15c09f3abc235d80ec1f06": { "predicate": "biolink:related_to", "subject": "NCBIGene:7054", "object": "MONDO:0011551", "attributes": [ { "attribute_type_id": 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"score": 0 }, { "node_bindings": { "n2": [ { "id": "MONDO:0024422" } ], "n1": [ { "id": "MONDO:0009738" } ], "n0": [ { "id": "NCBIGene:7054" } ] }, "edge_bindings": { "e01": [ { "id": "bca5a6f17857a2f658614da7db23381e" } ], "e00": [ { "id": "d433db6cafdff8df619ce934c339bc1c" } ] }, "score": 0 } ] }, "logs": [ { "timestamp": "2022-07-20T06:40:29.933Z", "level": "WARNING", "message": "The following APIs were unavailable at the time of execution: Service Provider TRAPI, RTX KG2, SPOKE KP for TRAPI 1.3, COHD TRAPI 1.3 - DEVELOPMENT", "code": null }, { "timestamp": "2022-07-20T06:40:30.491Z", "level": "INFO", "message": "Node n2 with id [UMLS:C0023012] and category [biolink:PhenotypicFeature] augmented with category [biolink:Disease] inferred from id.", "code": null }, { "timestamp": "2022-07-20T06:40:30.491Z", "level": "DEBUG", "message": "BTE identified 3 qNodes from your query graph", "code": null }, { "timestamp": "2022-07-20T06:40:30.491Z", "level": "DEBUG", "message": "BTE identified 2 qEdges from your query graph", "code": null }, { "timestamp": "2022-07-20T06:40:30.621Z", "level": "INFO", "message": "Executing e01: n2 --> n1", "code": null }, { "timestamp": "2022-07-20T06:40:30.901Z", "level": "DEBUG", "message": "REDIS cache is not enabled.", "code": null }, { "timestamp": "2022-07-20T06:40:30.901Z", "level": "DEBUG", "message": "BTE is trying to find metaKG edges (smartAPI registry, x-bte annotation) connecting from Disease,PhenotypicFeature,BehavioralFeature,ClinicalFinding,DiseaseOrPhenotypicFeature to Disease,PhenotypicFeature,BehavioralFeature,ClinicalFinding,DiseaseOrPhenotypicFeature with predicate phenotype_of", "code": null }, { "timestamp": "2022-07-20T06:40:30.958Z", "level": "DEBUG", "message": "BTE found 12 metaKG edges corresponding to e01. These metaKG edges comes from 6 unique APIs. They are BioLink API,MyDisease.info API,Automat Hetio (trapi v-1.2.0),Automat Uberongraph (trapi v-1.2.0),Automat Biolink (trapi v-1.2.0),Automat Cord19 (trapi v-1.2.0)", "code": null }, { "timestamp": "2022-07-20T06:40:30.959Z", "level": "DEBUG", "message": "BTE found 12 metaKG for this batch.", "code": null }, { "timestamp": "2022-07-20T06:40:30.959Z", "level": "DEBUG", "message": "call-apis: Resolving ID feature is turned on", "code": null }, { "timestamp": "2022-07-20T06:40:30.959Z", "level": "DEBUG", "message": "call-apis: Number of API Edges received is 12", "code": null }, { "timestamp": "2022-07-20T06:40:31.317Z", "level": "DEBUG", "message": "call-apis: Successful POST http://mydisease.info/v1 (1 ID): PhenotypicFeature > phenotype_of > Disease (obtained 413 records, took 304ms)", "code": null }, { "timestamp": "2022-07-20T06:40:31.361Z", "level": "DEBUG", "message": "call-apis: Successful POST http://mydisease.info/v1 (1 ID): PhenotypicFeature > phenotype_of > Disease (obtained 113 records, took 361ms)", "code": null }, { "timestamp": "2022-07-20T06:40:31.365Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/uberongraph/1.2 (1 ID): PhenotypicFeature > phenotype_of > Disease (obtained 0 records, took 382ms)", "code": null }, { "timestamp": "2022-07-20T06:40:31.365Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/biolink/1.2 (1 ID): PhenotypicFeature > phenotype_of > Disease (obtained 0 records, took 366ms)", "code": null }, { "timestamp": "2022-07-20T06:40:31.366Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/cord19/1.2 (1 ID): Disease > phenotype_of > Disease (obtained 0 records, took 356ms)", "code": null }, { "timestamp": "2022-07-20T06:40:31.366Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/uberongraph/1.2 (1 ID): Disease > phenotype_of > Disease (obtained 0 records, took 388ms)", "code": null }, { "timestamp": "2022-07-20T06:40:31.366Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/uberongraph/1.2 (1 ID): PhenotypicFeature > phenotype_of > PhenotypicFeature (obtained 0 records, took 377ms)", "code": null }, { "timestamp": "2022-07-20T06:40:31.366Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/cord19/1.2 (1 ID): PhenotypicFeature > phenotype_of > Disease (obtained 0 records, took 362ms)", "code": null }, { "timestamp": "2022-07-20T06:40:31.367Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/hetio/1.2 (1 ID): PhenotypicFeature > phenotype_of > Disease (obtained 0 records, took 394ms)", "code": null }, { "timestamp": "2022-07-20T06:40:31.447Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/hetio/1.2 (1 ID): Disease > phenotype_of > Disease (obtained 11 records, took 481ms)", "code": null }, { "timestamp": "2022-07-20T06:40:32.381Z", "level": "DEBUG", "message": "call-apis: Successful GET https://api.monarchinitiative.org/api (1 ID): PhenotypicFeature > phenotype_of > Disease (obtained 581 records, took 1s)", "code": null }, { "timestamp": "2022-07-20T06:40:32.696Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/biolink/1.2 (1 ID): Disease > phenotype_of > Disease (obtained 638 records, took 2s)", "code": null }, { "timestamp": "2022-07-20T06:40:32.697Z", "level": "DEBUG", "message": "call-apis: Total number of records returned for this query is 1756", "code": null }, { "timestamp": "2022-07-20T06:40:33.995Z", "level": "DEBUG", "message": "call-apis: qEdge queries complete in 2s", "code": null }, { "timestamp": "2022-07-20T06:40:33.996Z", "level": "INFO", "message": "e01 execution: 12 queries (12 success/0 fail) and (0) cached qEdges return (1513) records", "code": null }, { "timestamp": "2022-07-20T06:40:34.563Z", "level": "INFO", "message": "Executing e00: n0 --> n1", "code": null }, { "timestamp": "2022-07-20T06:40:34.842Z", "level": "DEBUG", "message": "REDIS cache is not enabled.", "code": null }, { "timestamp": "2022-07-20T06:40:34.842Z", "level": "DEBUG", "message": "BTE is trying to find metaKG edges (smartAPI registry, x-bte annotation) connecting from Gene to Disease,PhenotypicFeature,BehavioralFeature,ClinicalFinding,DiseaseOrPhenotypicFeature with predicate undefined", "code": null }, { "timestamp": "2022-07-20T06:40:34.896Z", "level": "DEBUG", "message": "BTE found 89 metaKG edges corresponding to e00. These metaKG edges comes from 17 unique APIs. They are BioLink API,MyVariant.info API,DISEASES API,Multiomics Wellness KP API,EBIgene2phenotype API,Text Mining Targeted Association API,MyDisease.info API,MGIgene2phenotype API,BioThings SEMMEDDB API,MyGene.info API,BioThings pfocr API,Connections Hypothesis Provider API,Automat Hetio (trapi v-1.2.0),Automat Pharos (trapi v-1.2.0),Automat Uberongraph (trapi v-1.2.0),Automat Biolink (trapi v-1.2.0),Automat Cord19 (trapi v-1.2.0)", "code": null }, { "timestamp": "2022-07-20T06:40:34.899Z", "level": "DEBUG", "message": "BTE found 87 metaKG for this batch.", "code": null }, { "timestamp": "2022-07-20T06:40:34.899Z", "level": "DEBUG", "message": "call-apis: Resolving ID feature is turned on", "code": null }, { "timestamp": "2022-07-20T06:40:34.899Z", "level": "DEBUG", "message": "call-apis: Number of API Edges received is 87", "code": null }, { "timestamp": "2022-07-20T06:40:35.096Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/DISEASES (1 ID): Gene > gene_associated_with_condition > Disease (obtained 0 records, took 166ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.112Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/multiomics_wellness_kp (2 IDs): Gene > related_to > ClinicalFinding (obtained 0 records, took 170ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.115Z", "level": "DEBUG", "message": "call-apis: Successful POST https://mygene.info/v3 (1 ID): Gene > related_to > Disease (obtained 1 record, took 122ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.119Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/multiomics_wellness_kp (2 IDs): Gene > correlated_with > ClinicalFinding (obtained 0 records, took 183ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.121Z", "level": "DEBUG", "message": "call-apis: Successful POST https://myvariant.info/v1 (1 ID): Gene > affects > Disease (obtained 0 records, took 207ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.122Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/ebigene2phenotype (1 ID): Gene > related_to > PhenotypicFeature (obtained 18 records, took 167ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.122Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/multiomics_wellness_kp (2 IDs): Gene > correlated_with > ClinicalFinding (obtained 0 records, took 174ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.125Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/ebigene2phenotype (1 ID): Gene > related_to > Disease (obtained 1 record, took 165ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.130Z", "level": "DEBUG", "message": "call-apis: Successful POST https://myvariant.info/v1 (1 ID): Gene > related_to > Disease (obtained 0 records, took 205ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.157Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/text_mining_targeted_association (2 IDs): Gene > contributes_to > Disease (obtained 14 records, took 189ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.165Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/text_mining_targeted_association (2 IDs): Gene > contributes_to > PhenotypicFeature (obtained 1 record, took 192ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.254Z", "level": "DEBUG", "message": "call-apis: Successful GET https://api.monarchinitiative.org/api (1 ID): Gene > causes > Disease (obtained 1 record, took 352ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.272Z", "level": "DEBUG", "message": "call-apis: Successful GET https://api.monarchinitiative.org/api (1 ID): Gene > gene_associated_with_condition > Disease (obtained 1 record, took 366ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.610Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/pfocr (1 ID): Gene > occurs_together_in_literature_with > Disease (obtained 203 records, took 475ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.611Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > related_to > Disease (obtained 2 records, took 628ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.613Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > related_to > Disease (obtained 5 records, took 635ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.613Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > part_of > Disease (obtained 0 records, took 626ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.614Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/hetio/1.2 (1 ID): Gene > entity_negatively_regulated_by_entity > Disease (obtained 0 records, took 602ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.614Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/uberongraph/1.2 (1 ID): Gene > disrupted_by > Disease (obtained 0 records, took 580ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.614Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/cord19/1.2 (1 ID): Gene > correlated_with > PhenotypicFeature (obtained 1 record, took 563ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.615Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/biolink/1.2 (1 ID): Gene > contributes_to > Disease (obtained 0 records, took 572ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.615Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/uberongraph/1.2 (1 ID): Gene > caused_by > Disease (obtained 1 record, took 586ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.615Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/biolink/1.2 (1 ID): Gene > has_phenotype > Disease (obtained 0 records, took 577ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.616Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/biolink/1.2 (1 ID): Gene > biomarker_for > Disease (obtained 0 records, took 568ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.624Z", "level": "DEBUG", "message": "call-apis: Successful GET https://api.monarchinitiative.org/api (1 ID): Gene > gene_associated_with_condition > PhenotypicFeature (obtained 36 records, took 707ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.625Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/uberongraph/1.2 (1 ID): Gene > related_to > Disease (obtained 1 record, took 600ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.625Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/cord19/1.2 (1 ID): Gene > correlated_with > Disease (obtained 4 records, took 569ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.626Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/pharos/1.2 (1 ID): Gene > genetic_association > PhenotypicFeature (obtained 4 records, took 605ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.626Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/hetio/1.2 (1 ID): Gene > gene_associated_with_condition > Disease (obtained 7 records, took 623ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.626Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/hetio/1.2 (1 ID): Gene > entity_positively_regulated_by_entity > Disease (obtained 1 record, took 619ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.745Z", "level": "DEBUG", "message": "call-apis: Successful POST https://myvariant.info/v1 (1 ID): Gene > related_to > Disease (obtained 688 records, took 365ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.749Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/pharos/1.2 (1 ID): Gene > genetic_association > Disease (obtained 30 records, took 733ms)", "code": null }, { "timestamp": "2022-07-20T06:40:35.938Z", "level": "DEBUG", "message": "call-apis: Successful POST http://mydisease.info/v1 (1 ID): Gene > gene_associated_with_condition > Disease (obtained 269 records, took 942ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.183Z", "level": "DEBUG", "message": "call-apis: Successful POST http://chp.thayer.dartmouth.edu (1 ID): Gene > expression_decreased_by > Disease (obtained 0 records, took 1s)", "code": null }, { "timestamp": "2022-07-20T06:40:36.205Z", "level": "DEBUG", "message": "call-apis: Successful POST http://chp.thayer.dartmouth.edu (1 ID): Gene > expression_increased_by > Disease (obtained 0 records, took 1s)", "code": null }, { "timestamp": "2022-07-20T06:40:36.310Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/multiomics_wellness_kp (2 IDs): Gene > related_to > ClinicalFinding (obtained 0 records, took 90ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.311Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/multiomics_wellness_kp (2 IDs): Gene > correlated_with > ClinicalFinding (obtained 0 records, took 97ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.312Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/multiomics_wellness_kp (2 IDs): Gene > correlated_with > ClinicalFinding (obtained 0 records, took 106ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.473Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > causes > Disease (obtained 2 records, took 244ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.481Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects_risk_for > Disease (obtained 0 records, took 247ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.483Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects > Disease (obtained 1 record, took 242ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.571Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/uberongraph/1.2 (1 ID): Gene > participates_in > Disease (obtained 0 records, took 325ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.575Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/uberongraph/1.2 (1 ID): Gene > causes > Disease (obtained 1 record, took 323ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.584Z", "level": "DEBUG", "message": "call-apis: Successful POST https://automat.renci.org/biolink/1.2 (1 ID): Gene > has_phenotype > PhenotypicFeature (obtained 0 records, took 326ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.654Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/multiomics_wellness_kp (2 IDs): Gene > related_to > ClinicalFinding (obtained 0 records, took 69ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.819Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects_risk_for > Disease (obtained 1 record, took 220ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.825Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects > Disease (obtained 0 records, took 233ms)", "code": null }, { "timestamp": "2022-07-20T06:40:36.831Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > related_to > Disease (obtained 8 records, took 221ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.056Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > entity_positively_regulates_entity > Disease (obtained 0 records, took 211ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.060Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > disrupts > Disease (obtained 0 records, took 228ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.062Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > causes > Disease (obtained 0 records, took 223ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.290Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > related_to > Disease (obtained 0 records, took 220ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.294Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > causes > PhenotypicFeature (obtained 0 records, took 231ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.294Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > related_to > PhenotypicFeature (obtained 0 records, took 218ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.531Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > causes > Disease (obtained 3 records, took 226ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.551Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > entity_positively_regulates_entity > Disease (obtained 0 records, took 255ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.552Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > disrupts > Disease (obtained 0 records, took 243ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.781Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > causes > Disease (obtained 1 record, took 228ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.782Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects > Disease (obtained 0 records, took 223ms)", "code": null }, { "timestamp": "2022-07-20T06:40:37.787Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects_risk_for > Disease (obtained 5 records, took 218ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.015Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > disrupts > Disease (obtained 0 records, took 213ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.017Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects > PhenotypicFeature (obtained 0 records, took 229ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.020Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > entity_positively_regulates_entity > Disease (obtained 0 records, took 224ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.250Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects > Disease (obtained 0 records, took 216ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.251Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects_risk_for > Disease (obtained 0 records, took 223ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.252Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects > Disease (obtained 0 records, took 231ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.479Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > disrupts > PhenotypicFeature (obtained 0 records, took 227ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.481Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > entity_positively_regulates_entity > Disease (obtained 0 records, took 216ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.484Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects_risk_for > PhenotypicFeature (obtained 0 records, took 225ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.713Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > entity_positively_regulates_entity > PhenotypicFeature (obtained 0 records, took 222ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.716Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > entity_positively_regulates_entity > Disease (obtained 0 records, took 232ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.726Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > produced_by > Disease (obtained 0 records, took 228ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.957Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > disrupts > Disease (obtained 0 records, took 222ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.961Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > disrupts > Disease (obtained 0 records, took 234ms)", "code": null }, { "timestamp": "2022-07-20T06:40:38.963Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > causes > Disease (obtained 1 record, took 220ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.194Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects > Disease (obtained 0 records, took 230ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.196Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > affects > Disease (obtained 1 record, took 219ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.197Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > prevents > Disease (obtained 0 records, took 226ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.425Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > entity_positively_regulates_entity > Disease (obtained 0 records, took 220ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.429Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > treats > Disease (obtained 0 records, took 218ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.429Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > entity_positively_regulates_entity > Disease (obtained 0 records, took 231ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.663Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > disrupts > Disease (obtained 0 records, took 233ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.684Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > related_to > Disease (obtained 0 records, took 247ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.686Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > disrupts > Disease (obtained 0 records, took 242ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.926Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > related_to > Disease (obtained 0 records, took 226ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.939Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > treats > Disease (obtained 0 records, took 253ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.940Z", "level": "DEBUG", "message": "call-apis: Successful POST https://biothings.ncats.io/semmeddb (2 IDs): Gene > causes > Disease (obtained 0 records, took 246ms)", "code": null }, { "timestamp": "2022-07-20T06:40:39.940Z", "level": "DEBUG", "message": "call-apis: Total number of records returned for this query is 1313", "code": null }, { "timestamp": "2022-07-20T06:40:40.994Z", "level": "DEBUG", "message": "call-apis: qEdge queries complete in 5s", "code": null }, { "timestamp": "2022-07-20T06:40:40.995Z", "level": "INFO", "message": "e00 execution: 87 queries (87 success/0 fail) and (0) cached qEdges return (1313) records", "code": null }, { "timestamp": "2022-07-20T06:40:30.620Z", "level": "DEBUG", "message": "Edge manager is managing 2 qEdges.", "code": null }, { "timestamp": "2022-07-20T06:40:30.620Z", "level": "DEBUG", "message": "Edge manager is sending next qEdge 'e01' for execution.", "code": null }, { "timestamp": "2022-07-20T06:40:34.183Z", "level": "DEBUG", "message": "'e01' kept (1513) / dropped (0) records.", "code": null }, { "timestamp": "2022-07-20T06:40:34.563Z", "level": "DEBUG", "message": "Next qEdge will pick lower entity value to use for query.", "code": null }, { "timestamp": "2022-07-20T06:40:34.563Z", "level": "DEBUG", "message": "Edge manager is sending next qEdge 'e00' for execution.", "code": null }, { "timestamp": "2022-07-20T06:40:41.285Z", "level": "DEBUG", "message": "'e00' kept (699) / dropped (614) records.", "code": null }, { "timestamp": "2022-07-20T06:40:41.328Z", "level": "DEBUG", "message": "'e01' kept (13) / dropped (1500) records.", "code": null }, { "timestamp": "2022-07-20T06:40:41.335Z", "level": "DEBUG", "message": "'e00' kept (698) / dropped (1) records.", "code": null }, { "timestamp": "2022-07-20T06:40:41.342Z", "level": "INFO", "message": "'e00' keeps (698) records!", "code": null }, { "timestamp": "2022-07-20T06:40:41.343Z", "level": "INFO", "message": "'e01' keeps (13) records!", "code": null }, { "timestamp": "2022-07-20T06:40:41.343Z", "level": "DEBUG", "message": "Edge manager collected (711) records!", "code": null }, { "timestamp": "2022-07-20T06:40:41.418Z", "level": "DEBUG", "message": "Successfully scored 3 results, couldn't score 6 results.", "code": null }, { "timestamp": "2022-07-20T06:40:41.419Z", "level": "INFO", "message": "Execution Summary: (11) nodes / (34) edges / (9) results; (36/99) queries returned results from (13) unique APIs ", "code": null }, { "timestamp": "2022-07-20T06:40:41.419Z", "level": "INFO", "message": "APIs: MyDisease.info API, Automat Hetio (trapi v-1.2.0), BioLink API, Automat Biolink (trapi v-1.2.0), MyGene.info API, EBIgene2phenotype API, Text Mining Targeted Association API, BioThings pfocr API, BioThings SEMMEDDB API, Automat Cord19 (trapi v-1.2.0), Automat Uberongraph (trapi v-1.2.0), Automat Pharos (trapi v-1.2.0), MyVariant.info API", "code": null } ] } ```

Response as of 2022-07-19:

Pick diseases, run queries to look for treatments

Use creative mode? Note that only 1 disease at a time can be run in creative mode

creative mode for TH-deficient dopa-responsive dystonia ``` { "message": { "query_graph": { "nodes": { "disease": { "ids": ["MONDO:0011551"] }, "chemical": { "categories": ["biolink:ChemicalEntity"] } }, "edges": { "t_edge": { "object": "disease", "subject": "chemical", "predicates": ["biolink:treats"], "knowledge_type": "inferred" } } } } } ```

As of 2022-07-19, It'll find only levodopa as a result (from the first template, the second template gives 1966 results which is over the max and not included in the result set).

When running creative-mode for BH4-deficient hyperphenylalaninemia A (MONDO:0009863), the two results were pramipexol and Dopamine Agonists from semmeddb. The pramipexol came from an article that seems interesting

khanspers commented 2 years ago
CASE 2 - 6011
NPC1
(NM_000271.3)
chr 18: 21119857G>A
c.2713C>T; pGLN905* - Homozygous

CLINICAL PRESENTATION: Cholestasis, hyperbilirubinemia, hepatosplenomegaly
(this was before HPO terms used)

First step: find curies

Can I go anywhere from the variant? -> The only two results are the NPC1 gene and Niemann-Pick disease, type C1.

Queries

Since we know the disease from the variant, we could just use it directly in a query to look for treatments. But lets try Colleen's explain-style query to find the disease first, using the HPO terms:

Gene NCBIGene:4864 -> Disease <-(phenotype_of)- PhenotypicFeature [HP:0001396, HP:0002904, HP:0001433] query { "message": { "query_graph": { "edges": { "e00": { "subject": "n0", "object": "n1" }, "e01": { "subject": "n2", "object": "n1", "predicates": ["biolink:phenotype_of"] } }, "nodes": { "n0": { "ids": ["NCBIGene:4864"], "categories": ["biolink:Gene"], "is_set": true, "name": "NPC1" }, "n1": { "categories": ["biolink:Disease"] }, "n2": { "ids": ["HP:0001396", "HP:0002904", "HP:0001433"], "categories": ["biolink:PhenotypicFeature"], "is_set": true } } } } }

Results as of 2022-08-11:

Results as of 2022-08-29:

Pick diseases, run queries to look for treatments

creative mode for Niemann-Pick disease, type C { "message": { "query_graph": { "nodes": { "disease": { "ids": ["MONDO:0018982"] }, "chemical": { "categories": ["biolink:ChemicalEntity"] } }, "edges": { "t_edge": { "object": "disease", "subject": "chemical", "predicates": ["biolink:treats"], "knowledge_type": "inferred" } } } } }

Results as of 2022-08-11:

Full list of treatments found in BTE using the above query: (results with a score are in bold) - **Miglustat** - **UMLS:C1514971 (Steroidal Aromatase Inhibitor)** - **HYDROXYPROPYLBETADEX (0.58-0.68 MS** - **UMLS:C0017302 (General anesthetic drugs)** - **Cholesterol** - **Ursodeoxycholic acid** - **UMLS:C1611640 (therapeutic agent)** - **UMLS:C0002932 (Anesthetics)** - **Bile acid** - Acetylcysteine - TRENONACOG ALFA - 3-Pyridinecarboximidoyl chloride, N-[(2R)-2-hydroxy-3-(1-piperidinyl)propoxy]-, 1-oxide - Trappsol Cyclo - Adrabetadex - Lithium carbonate - Cholesterol - Dimethyl sulfoxide - Lovastatin - gamma-Linoleic acid - Cholestyramine Resin - Arinoclomol - Clofibrate - Perfluorooctanoic acid - Acetylleucine

Results as of 2022-08-29:

khanspers commented 2 years ago
CASE 3 - 6094
ASL
c.706C>T, p.Arg236Trp (homozygous
CLINICAL PRESENTATION: 7 day old female presented with lethargy and altered mental status found to have hyperammonemia. Concern for underlying diagnosis urea cycle disorder – likely citrullinemia. Parents are first cousins.
(this was before HPO terms used)

First step: find curies

Can I go anywhere from the variant? -> The only two results are the ASL gene and argininosuccinic aciduria (MONDO:0008815).

Queries

Find the disease

We have a potential disease from the variant query (and from the initial information from Radys), but let's try the explain-style query using the two HP terms.

Gene NCBIGene:435 -> Disease <-(phenotype_of)- PhenotypicFeature [HP:0001987, HP:0001254] query { "message": { "query_graph": { "edges": { "e00": { "subject": "n0", "object": "n1" }, "e01": { "subject": "n2", "object": "n1", "predicates": ["biolink:phenotype_of"] } }, "nodes": { "n0": { "ids": ["NCBIGene:435"], "categories": ["biolink:Gene"], "is_set": true, "name": "ASL" }, "n1": { "categories": ["biolink:Disease"] }, "n2": { "ids": ["HP:0001987", "HP:0001254"], "categories": ["biolink:PhenotypicFeature"], "is_set": true } } } } }

Results as of 2022-08-11:

Results as of 2022-08-29:

Pick diseases, run queries to look for treatments

creative mode for argininosuccinic aciduria { "message": { "query_graph": { "nodes": { "disease": { "ids": ["MONDO:0008815"] }, "chemical": { "categories": ["biolink:ChemicalEntity"] } }, "edges": { "t_edge": { "object": "disease", "subject": "chemical", "predicates": ["biolink:treats"], "knowledge_type": "inferred" } } } } }

Results as of 2022-08-11:

2022-08-11 Full list of treatments found in BTE using the above query: (results with a score are in bold) - **UMLS:C0600437 (Nitric Oxide Donors)** - **citric acid** - **Urea** - **Arginine** - **Amino Acids** - **Nitric oxide** - Acetohydroxamic acid - Sodium phenylbutyrate - Arginine - Nitrite - Phenotoin - Aspirin - Cysteamine

Results as of 2022-08-29:

khanspers commented 2 years ago
CASE 4 - 243
ALDH7A1
c.328C>T, p.Arg110Ter
HPO TERMS: Jaundice;Poor appetite;Ventriculomegaly;Seizure

First step: find curies

Can I go anywhere from the variant?

Queries

Since we have a pretty good hunch on the disease, lets try going straight for the treatment query.

Creative mode query for pyridoxine-dependent epilepsy caused by ALDH7A1 mutant { "message": { "query_graph": { "nodes": { "disease": { "ids": ["MONDO:0020741"] }, "chemical": { "categories": ["biolink:ChemicalEntity"] } }, "edges": { "t_edge": { "object": "disease", "subject": "chemical", "predicates": ["biolink:treats"], "knowledge_type": "inferred" } } } } }

Results as of 2022-08-12:

Results as of 2022-08-29:

Creative mode query for pyridoxine-dependent epilepsy { "message": { "query_graph": { "nodes": { "disease": { "ids": ["MONDO:0009945"] }, "chemical": { "categories": ["biolink:ChemicalEntity"] } }, "edges": { "t_edge": { "object": "disease", "subject": "chemical", "predicates": ["biolink:treats"], "knowledge_type": "inferred" } } } } }

Results as of 2022-08-12:

Results as of 2022-08-29:

khanspers commented 2 years ago
CASE 5 - 3081
SLC2A1
c.1202C>T p.Pro401Leu
HPO TERMS: Migraine, Seizure

First step: find curies

Can I go anywhere from the variant? -> Nope, 0 results. So proceed with HP terms and the gene.

Queries

Find the disease

Gene NCBIGene:6513 -> Disease <-(phenotype_of)- PhenotypicFeature [HP:0002076, HP:0001250] query { "message": { "query_graph": { "edges": { "e00": { "subject": "n0", "object": "n1" }, "e01": { "subject": "n2", "object": "n1", "predicates": ["biolink:phenotype_of"] } }, "nodes": { "n0": { "ids": ["NCBIGene:6513"], "categories": ["biolink:Gene"], "is_set": true, "name": "ASL" }, "n1": { "categories": ["biolink:Disease"] }, "n2": { "ids": ["HP:0002076", "HP:0001250"], "categories": ["biolink:PhenotypicFeature"], "is_set": true } } } } }

Results as of 2022-08-12:

Results as of 2022-08-29:

Pick diseases, run queries to look for treatments

The first result is encephalopathy due to GLUT1 deficiency. Note that it seems encephalopathy is a severe outcome of GLUT1 deficiency syndrome, and given the limited and vague symptoms described in the patient, perhaps this is not the right focus. Let's try the other result first, childhood onset GLUT1 deficiency syndrome 2.

Creative mode query for childhood onset GLUT1 deficiency syndrome 2 { "message": { "query_graph": { "nodes": { "disease": { "ids": ["MONDO:0012805"] }, "chemical": { "categories": ["biolink:ChemicalEntity"] } }, "edges": { "t_edge": { "object": "disease", "subject": "chemical", "predicates": ["biolink:treats"], "knowledge_type": "inferred" } } } } }

Results as of 2022-08-12:

Full list of results from BTE using the above query: (no results had a score) - Melatonin - doxycycline - Ticagrelor - alpha-Methyltryptamine - L-Pyroglutamic acid - Aspirin - Clopidogrel - Ethanol - bevacizumab - Sorafenib - Clozapine - (R)-(+)-Tolvaptan - aflibercept - Methyldopa - Dextromethorphan - verteporfin - Mibefradil - Valproic acid - Perindopril - Nitrous oxide - Ceftriaxone - Cyclic guanosine monophosphate - Risperidone - Sildenafil - Clonidine - IPRATROPIUM - Promethazine - Chlorpromazine - Fentanyl - S-Adenosylmethionine - Miconazole - Salbutamol - Faropenem - Streptomycin - Amlodipine - Clofazimine - Bosentan - Quetiapine - Bentiromide - Clonazepam - Indomethacin - Amphotericin b - Ibuprofen - Dhpta - Ondansetron - Baclofen - tobacco leaf allergenic extract - Formestane - Indapamide - Cilnidipine - Epinephrine - Econazole - Amiodarone - Linolenic acid - pegaptanib - date allergenic extract - Thiamine - Ketoconazole - Marihuana

Results as of 2022-08-29:

colleenXu commented 2 years ago

BTE has undergone some changes (I think these have been deployed or will be deployed soon), and that affects the creative-mode queries. Would we want to consider re-running? @andrewsu ?

andrewsu commented 2 years ago

I think rerunning with the latest version of creative mode would be nice-but-not-necessary...

khanspers commented 2 years ago

Update for CASE 5

Curie for ketogenic diet is UMLS:C0259972, biolink:Procedure.

Query 3 using biolink:Procedure instead of biolink:Chemical

Creative mode for childhood onset GLUT1 deficiency syndrome 2, using biolink:Procedure instead of chemical { "message": { "query_graph": { "nodes": { "disease": { "ids": ["MONDO:0012805"] }, "treatment": { "categories": ["biolink:Procedure"] } }, "edges": { "t_edge": { "object": "disease", "subject": "treatment", "predicates": ["biolink:treats"], "knowledge_type": "inferred" } } } } }

Results as of 2022-09-01:

Can we go anywhere from the "ketogenic diet" curie?

UMLS:C0259972 to any NamedEntity { "message": { "query_graph": { "nodes": { "n1": { "ids": [ "UMLS:C0259972" ] }, "n2": { "categories": [ "biolink:NamedEntity" ] } }, "edges": { "e1": { "subject": "n1", "object": "n2" } } } } }

Results as of 2022-09-01:

colleenXu commented 2 years ago

EDIT in progress

Note about the above queries:


1st query: childhood onset GLUT1 deficiency syndrome 2 to procdures + treatments ``` { "message": { "query_graph": { "edges": { "e00": { "subject": "n0", "object": "n1" } }, "nodes": { "n0": { "ids": ["MONDO:0012805"], "categories": ["biolink:Disease"], "name": "childhood onset GLUT1 deficiency syndrome 2" }, "n1": { "categories": ["biolink:Procedure", "biolink:Treatment"] } } } } } ```

No results after it did all its sub-queries.


2nd query: ketogenic diet to anything ``` { "message": { "query_graph": { "edges": { "e00": { "subject": "n0", "object": "n1" } }, "nodes": { "n0": { "ids": ["UMLS:C0259972"], "categories": ["biolink:Procedure", "biolink:Treatment"], "name": "ketogenic diet" }, "n1": { "categories": ["biolink:NamedThing"] } } } } } ```

The response has encephalopathy due to GLUT1 deficiency (MONDO:0011724) (result 13), and 209 results total. You can paste the contents of the text file (which is JSON) into ARAX's import-response section to view it in their UI.

ketogenicDiet.txt

colleenXu commented 2 years ago

Note about the above queries:


1st query: childhood onset GLUT1 deficiency syndrome 2 to procdures + treatments ``` { "message": { "query_graph": { "edges": { "e00": { "subject": "n0", "object": "n1" } }, "nodes": { "n0": { "ids": ["MONDO:0012805"], "categories": ["biolink:Disease"], "name": "childhood onset GLUT1 deficiency syndrome 2" }, "n1": { "categories": ["biolink:Procedure", "biolink:Treatment"] } } } } } ```

No results after it did all its sub-queries.

Replacing the ID with the encephalopathy due to GLUT1 deficiency (MONDO:0011724, result 13) gets two results. One is the ketogenic diet treatment, and one is a diagnostic test. You can paste the contents of the text file (which is JSON) into ARAX's import-response section to view it in their UI. glut1deficiency.txt


2nd query: ketogenic diet to anything ``` { "message": { "query_graph": { "edges": { "e00": { "subject": "n0", "object": "n1" } }, "nodes": { "n0": { "ids": ["UMLS:C0259972"], "categories": ["biolink:Procedure", "biolink:Treatment"], "name": "ketogenic diet" }, "n1": { "categories": ["biolink:NamedThing"] } } } } } ```

The response has encephalopathy due to GLUT1 deficiency (MONDO:0011724, result 13), and 209 results total.

ketogenicDiet.txt

colleenXu commented 2 years ago

The doc that was presented had some ARAX links from Case 1 from more recent runs: