obophenotype / upheno-dev

Framework for the automated construction of uPheno 2.0
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Problems when inferring human gene-phenotype associations from model organism by sequence orthology #29

Closed liulizhi1996 closed 3 years ago

liulizhi1996 commented 3 years ago

Model organisms, especially the laboratory mouse Mus musculus, provide useful knowledge about human diseases. I am studying human gene-HPO term annotations and want to utilize phenotype annotations of animal models to improve the prediction of HPO annotations of human genes.

However, I find a strange problem. Taking keratoconjunctivitis sicca as an example, the associated human genes and mouse genes are largely different:

If I map these mouse genes to their orthologous human genes, the intersection of two gene sets is empty. Why are the genes related to the same phenotype so different between human and model organism? Is there something wrong here?

Moreover, I check the related human and mouse genes to DOID:12895 (keratoconjunctivitis sicca), they are

Some genes here are inferred from sequence orthology by RGD. But it is strange that the annotated genes here are quite different from those in HP/MP annotations. Why are the genes associated with the same phenotype so different? Is it feasible/reliable to infer gene-phenotype associations from sequence orthology like what RGD does here?

matentzn commented 3 years ago

Thank you @liulizhi1996 for making the ticket. We will discuss it in the context of https://github.com/mapping-commons/mh_mapping_initiative/issues/9, so I will close it here.