Mode of inheritance for Orphanet entries
There are many orphanet entries such as ORPHA:791 Retinitis pigmentosa - autosomal dominant/recessive that group together many specific diseases that are either dominant or recessive but not both. It would be good to choose the MOI for the specific genes - this can be done with HPO resources, among other sources. Otherwise, this leads to false positive results.
Orphanet again... @damiansm perhaps it's time to test removing the Orphanet annotations again? Otherwise I'll look into removing Orphanet nodes which contain multiple OMIM nodes.
Lets review how we are doing this again but I think we try and take HPO MOI annotations where possible? But for https://hpo.jax.org/browse/disease/ORPHA:791 there is no MOI HPO code as it is so mixed presumably and the individual genes such as https://hpo.jax.org/browse/gene/NCBIGene:50939 have a code for AD and AR as it is at the gene rather disease-gene level. Is only when we get to OMIM annotations that things make sense.
I think a lot of Orphanet nodes group together OMIM codes so removing all of those is probably not going to work well either.
Is there a MONDO solution?
On Thu, Jul 17, 2025 at 12:39 PM Jules Jacobsen @.***> wrote:
julesjacobsen left a comment (exomiser/Exomiser#603) https://github.com/exomiser/Exomiser/issues/603#issuecomment-3083729462
Orphanet again... @damiansm https://github.com/damiansm perhaps it's time to test removing the Orphanet annotations again? Otherwise I'll look into removing Orphanet nodes which contain multiple OMIM nodes.
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I think it would be difficult to use Mondo in its current state because it also is not accurate about the genetics of CNV syndromes (e.g. https://monarchinitiative.org/MONDO:0008678 shows two causal genes using the same relationship as Mendelian diseases. A good workaround could be to just manually mark certain ORPHA entries as CNVs -- this is where the problem is coming from. I have seen artefacts related to Williams syndrome very frequently, but also occasionally see other CNV related artefacts. To do this in an easy way, we could look for strings like this in the Orpha data:
https://www.orpha.net/en/disease/detail/904
Deletion 7q11.23 Monosomy 7q11.23
and if we see keywords such as "Deletion" and the entry contains multiple genes, then flag it for manual review. Then we can create a list of items to be excluded. Is this coming from HPOA file or somewhere else though?
We are probably mixing up a couple of related issues now in this issue.
For the original RP example, I think most of these genes really are single gene associated with non-syndromic RP in OMIM but there are just so many of RP genes nowadays with different MOIs. We know dropping Orphanet annotations completely reduces performance but in this example it would be much nicer if we were just matching to the individual OMIM annotations where we know the exact gene and MOI. The problem is how to identify these examples. Maybe something pragmatic like don't use the Orphanet annotations where there are > X genes associated and/or with mixed MOIs for the genes.
Then there are the CNV syndromes associated with lots of genes but where you don't want to treat them all the same as Mendelian single gene diseases as you say. I have a feeling we already have that one solved in Exomiser IF the entry is flagged as a CNV syndrome but I may be getting mixed up and Jules and will know better. Maybe only the OMIM entries are correctly flagged?
On Thu, 17 Jul 2025, 13:31 Peter Robinson, @.***> wrote:
pnrobinson left a comment (exomiser/Exomiser#603) https://github.com/exomiser/Exomiser/issues/603#issuecomment-3083890587
I think it would be difficult to use Mondo in its current state because it also is not accurate about the genetics of CNV syndromes (e.g. https://monarchinitiative.org/MONDO:0008678 shows two causal genes using the same relationship as Mendelian diseases. A good workaround could be to just manually mark certain ORPHA entries as CNVs -- this is where the problem is coming from. I have seen artefacts related to Williams syndrome very frequently, but also occasionally see other CNV related artefacts. To do this in an easy way, we could look for strings like this in the Orpha data:
https://www.orpha.net/en/disease/detail/904
Deletion 7q11.23 Monosomy 7q11.23
and if we see keywords such as "Deletion" and the entry contains multiple genes, then flag it for manual review. Then we can create a list of items to be excluded. Is this coming from HPOA file or somewhere else though?
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Hang on, @pnrobinson where are you seeing a problem? Exomiser stores Disease-Gene-MOI triplets as a 'disease', so this is all as it should be, no?
SELECT * from DISEASE WHERE DISEASE_ID = 'ORPHA:791';
| DISEASE_ID | OMIM_GENE_ID | DISEASENAME | GENE_ID | TYPE | INHERITANCE |
|---|---|---|---|---|---|
| ORPHA:791 | OMIM:611611 | Retinitis pigmentosa | 49855 | D | R |
| ORPHA:791 | OMIM:600595 | Retinitis pigmentosa | 8100 | D | B |
| ORPHA:791 | OMIM:609346 | Retinitis pigmentosa | 92840 | D | R |
| ORPHA:791 | OMIM:616432 | Retinitis pigmentosa | 23370 | D | R |
| ORPHA:791 | OMIM:209901 | Retinitis pigmentosa | 582 | D | B |
| ORPHA:791 | OMIM:613344 | Retinitis pigmentosa | 57670 | D | R |
| ORPHA:791 | OMIM:608894 | Retinitis pigmentosa | 54806 | D | B |
| ORPHA:791 | OMIM:615900 | Retinitis pigmentosa | 60509 | D | R |
| ORPHA:791 | OMIM:612013 | Retinitis pigmentosa | 57545 | D | R |
| ORPHA:791 | OMIM:601691 | Retinitis pigmentosa | 24 | D | R |
| ORPHA:791 | OMIM:610598 | Retinitis pigmentosa | 768206 | D | R |
| ORPHA:791 | OMIM:607301 | Retinitis pigmentosa | 9129 | D | D |
| ORPHA:791 | OMIM:606419 | Retinitis pigmentosa | 26121 | D | D |
| ORPHA:791 | OMIM:607300 | Retinitis pigmentosa | 10594 | D | D |
| ORPHA:791 | OMIM:179605 | Retinitis pigmentosa | 5961 | D | B |
| ORPHA:791 | OMIM:608830 | Retinitis pigmentosa | 145226 | D | B |
| ORPHA:791 | OMIM:600342 | Retinitis pigmentosa | 5995 | D | B |
| ORPHA:791 | OMIM:180380 | Retinitis pigmentosa | 6010 | D | B |
| ORPHA:791 | OMIM:180090 | Retinitis pigmentosa | 6017 | D | B |
| ORPHA:791 | OMIM:180721 | Retinitis pigmentosa | 6094 | D | B |
| ORPHA:791 | OMIM:603937 | Retinitis pigmentosa | 6101 | D | B |
| ORPHA:791 | OMIM:300757 | Retinitis pigmentosa | 6102 | D | X |
| ORPHA:791 | OMIM:607331 | Retinitis pigmentosa | 6100 | D | D |
| ORPHA:791 | OMIM:180069 | Retinitis pigmentosa | 6121 | D | D |
| ORPHA:791 | OMIM:180069 | Retinitis pigmentosa | 6121 | D | R |
| ORPHA:791 | OMIM:312610 | Retinitis pigmentosa | 6103 | D | X |
| ORPHA:791 | OMIM:181031 | Retinitis pigmentosa | 6295 | D | D |
| ORPHA:791 | OMIM:181031 | Retinitis pigmentosa | 6295 | D | R |
| ORPHA:791 | OMIM:606151 | Retinitis pigmentosa | 583 | D | R |
| ORPHA:791 | OMIM:607854 | Retinitis pigmentosa | 7439 | D | D |
| ORPHA:791 | OMIM:114760 | Retinitis pigmentosa | 762 | D | B |
| ORPHA:791 | OMIM:608381 | Retinitis pigmentosa | 375298 | D | R |
| ORPHA:791 | OMIM:608132 | Retinitis pigmentosa | 123016 | D | R |
| ORPHA:791 | OMIM:602280 | Retinitis pigmentosa | 7287 | D | R |
| ORPHA:791 | OMIM:608400 | Retinitis pigmentosa | 7399 | D | R |
| ORPHA:791 | OMIM:606397 | Retinitis pigmentosa | 7401 | D | R |
| ORPHA:791 | OMIM:123825 | Retinitis pigmentosa | 1259 | D | R |
| ORPHA:791 | OMIM:604210 | Retinitis pigmentosa | 23418 | D | R |
| ORPHA:791 | OMIM:602225 | Retinitis pigmentosa | 1406 | D | B |
| ORPHA:791 | OMIM:608845 | Retinitis pigmentosa | 84100 | D | R |
| ORPHA:791 | OMIM:607643 | Retinitis pigmentosa | 25794 | D | D |
| ORPHA:791 | OMIM:610453 | Retinitis pigmentosa | 138050 | D | R |
| ORPHA:791 | OMIM:146690 | Retinitis pigmentosa | 3614 | D | D |
| ORPHA:791 | OMIM:604705 | Retinitis pigmentosa | 10461 | D | R |
| ORPHA:791 | OMIM:604485 | Retinitis pigmentosa | 10002 | D | B |
| ORPHA:791 | OMIM:162080 | Retinitis pigmentosa | 4901 | D | D |
| ORPHA:791 | OMIM:300170 | Retinitis pigmentosa | 8481 | D | XR |
| ORPHA:791 | OMIM:180071 | Retinitis pigmentosa | 5145 | D | R |
| ORPHA:791 | OMIM:180072 | Retinitis pigmentosa | 5158 | D | R |
| ORPHA:791 | OMIM:607292 | Retinitis pigmentosa | 64218 | D | R |
| ORPHA:791 | OMIM:600724 | Retinitis pigmentosa | 1258 | D | R |
| ORPHA:791 | OMIM:609507 | Retinitis pigmentosa | 10210 | D | D |
| ORPHA:791 | OMIM:604365 | Retinitis pigmentosa | 8842 | D | R |
| ORPHA:791 | OMIM:604863 | Retinitis pigmentosa | 9227 | D | R |
| ORPHA:791 | OMIM:612424 | Retinitis pigmentosa | 346007 | D | R |
| ORPHA:791 | OMIM:604526 | Retinitis pigmentosa | 3420 | D | R |
| ORPHA:791 | OMIM:609868 | Retinitis pigmentosa | 55812 | D | R |
| ORPHA:791 | OMIM:602275 | Retinitis pigmentosa | 2979 | D | D |
| ORPHA:791 | OMIM:611119 | Retinitis pigmentosa | 55975 | D | D |
| ORPHA:791 | OMIM:601664 | Retinitis pigmentosa | 23020 | D | D |
| ORPHA:791 | OMIM:613425 | Retinitis pigmentosa | 388939 | D | R |
| ORPHA:791 | OMIM:180073 | Retinitis pigmentosa | 5148 | D | R |
| ORPHA:791 | OMIM:607056 | Retinitis pigmentosa | 50939 | D | R |
| ORPHA:791 | OMIM:613596 | Retinitis pigmentosa | 84140 | D | R |
| ORPHA:791 | OMIM:613598 | Retinitis pigmentosa | 130557 | D | R |
| ORPHA:791 | OMIM:609502 | Retinitis pigmentosa | 92211 | D | R |
| ORPHA:791 | OMIM:608172 | Retinitis pigmentosa | 79947 | D | R |
| ORPHA:791 | OMIM:613979 | Retinitis pigmentosa | 24148 | D | D |
| ORPHA:791 | OMIM:154235 | Retinitis pigmentosa | 4117 | D | R |
| ORPHA:791 | OMIM:180290 | Retinitis pigmentosa | 5949 | D | R |
| ORPHA:791 | OMIM:614477 | Retinitis pigmentosa | 157657 | D | R |
| ORPHA:791 | OMIM:614620 | Retinitis pigmentosa | 9742 | D | R |
| ORPHA:791 | OMIM:616454 | Retinitis pigmentosa | 79797 | D | R |
| ORPHA:791 | OMIM:615407 | Retinitis pigmentosa | 23568 | D | R |
| ORPHA:791 | OMIM:604043 | Retinitis pigmentosa | 4751 | D | R |
| ORPHA:791 | OMIM:607386 | Retinitis pigmentosa | 26160 | D | R |
| ORPHA:791 | OMIM:601197 | Retinitis pigmentosa | 7275 | D | B |
| ORPHA:791 | OMIM:615757 | Retinitis pigmentosa | 55857 | D | R |
| ORPHA:791 | OMIM:615720 | Retinitis pigmentosa | 57709 | D | R |
| ORPHA:791 | OMIM:607795 | Retinitis pigmentosa | 9128 | D | D |
| ORPHA:791 | OMIM:608581 | Retinitis pigmentosa | 94137 | D | R |
| ORPHA:791 | OMIM:600253 | Retinitis pigmentosa | 196 | D | R |
| ORPHA:791 | OMIM:602870 | Retinitis pigmentosa | 3617 | D | B |
| ORPHA:791 | OMIM:601149 | Retinitis pigmentosa | 3419 | D | B |
| ORPHA:791 | OMIM:605584 | Retinitis pigmentosa | 9785 | D | R |
| ORPHA:791 | OMIM:604695 | Retinitis pigmentosa | 403 | D | D |
| ORPHA:791 | OMIM:606822 | Retinitis pigmentosa | 55624 | D | R |