diff --git a/docs/collections.md b/docs/collections.md index da68a6fc6..9a548379e 100644 --- a/docs/collections.md +++ b/docs/collections.md @@ -25,6 +25,9 @@ were mainly created using the Python library [pyphetools](https://github.com/mon | [SLC45A2](https://github.com/monarch-initiative/phenopacket-store/blob/main/notebooks/SLC45A2/SLC45A2_Moreno2022PMID_36553465.ipynb){:target="_blank"} | 30 phenopackets; [Albinism, oculocutaneous, type IV](https://omim.org/entry/606574){:target="_blank"} | | [SMARCB1](https://github.com/monarch-initiative/phenopacket-store/tree/main/notebooks/SMARCB1){:target="_blank"} | 17 phenopackets; [Coffin-Siris syndrome 3](https://omim.org/entry/614608){:target="_blank"}, [Rhabdoid tumor predisposition syndrome-1](https://omim.org/entry/609322){:target="_blank"} | | [SMARCC2](https://github.com/monarch-initiative/phenopacket-store/blob/main/notebooks/SMARCC2/SMARCC2_Bosch_2023_PMID_37551667.ipynb){:target="_blank"}| 60 phenopackets; [Coffin-Siris syndrome 8](https://omim.org/entry/618362){:target="_blank"} | +| [SON](https://github.com/monarch-initiative/phenopacket-store/blob/main/notebooks/SON/Dingemans_2022_SON_PMID_34521999.ipynb){:target="_blank"} | 52 phenopackets; [ZTTK syndrome](https://omim.org/entry/617140){:target="_blank"} | + + diff --git a/notebooks/SON/Dingemans_2022_SON_PMID_34521999.ipynb b/notebooks/SON/Dingemans_2022_SON_PMID_34521999.ipynb index 742af7fe5..01480310f 100644 --- a/notebooks/SON/Dingemans_2022_SON_PMID_34521999.ipynb +++ b/notebooks/SON/Dingemans_2022_SON_PMID_34521999.ipynb @@ -20,24 +20,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "pyphetools version 0.6.3\n" + "Using pyphetools version 0.8.30\n" ] } ], "source": [ - "import phenopackets as php\n", - "from google.protobuf.json_format import MessageToDict, MessageToJson\n", - "from google.protobuf.json_format import Parse, ParseDict\n", "import pandas as pd\n", "pd.set_option('display.max_colwidth', None) # show entire column contents, important!\n", - "from collections import defaultdict\n", - "import os\n", - "import sys\n", - "import numpy as np\n", - "import pyphetools\n", + "from IPython.display import display, HTML\n", "from pyphetools.creation import *\n", "from pyphetools.visualization import *\n", - "print(f\"pyphetools version {pyphetools.__version__}\")" + "from pyphetools.validation import *\n", + "import pyphetools\n", + "print(f\"Using pyphetools version {pyphetools.__version__}\")" ] }, { @@ -45,9 +40,7 @@ "id": "8606e7eb", "metadata": {}, "source": [ - "
pyphetools uses the Human Phenotype Ontology (HPO) to encode phenotypic features. The recommended way of doing this is to ingest the hp.json file using HpoParser, which in turn creates an HpoConceptRecognizer object.
\n", - "The HpoParser can accept a hpo_json_file argument if you want to use a specific file. If the argument is not passed, it will download the latext hp.json file from the HPO GitHub site and store it in a new subdirectory called hpo_data. It will not download the file if the file is already downloaded.
" + "Here, we use the pandas library to import this file (note that the Python package called openpyxl must be installed to read Excel files with pandas, although the library does not need to be imported in this notebook). pyphetools expects a pandas DataFrame as input, and users can choose any input format available for pandas include CSV, TSV, and Excel, or can use any other method to transform their input data into a Pandas DataFrame before using pyphetools.
" + "Please see the notebook \"Create phenopackets from tabular data with individuals in rows\" for explanations. In the following cell we create a dictionary for the ColumnMappers. Note that the code is identical except that we use the df.loc function to get the corresponding row data
" + "Errors found with 49 of 52 phenopackets.
\n", + "Level | Error category | Count |
---|---|---|
WARNING | REDUNDANT | 80 |
INFORMATION | NOT_MEASURED | 174 |
A total of 254 issues were fixed and no individual was removed from the cohort.
" + ], + "text/plain": [ + "Individual | \n", - "Disease | \n", - "Genotype | \n", - "Phenotypic features | \n", - "
---|---|---|---|
1 (MALE; P5Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Decreased body weight (HP:0004325); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Sleep disturbance (HP:0002360); Downward slanting palpebral fissures (HP:0000494); Thin upper lip vermilion (HP:0000219); Low-set ears (HP:0000369); Posteriorly rotated ears (HP:0000358); Generalized joint laxity (HP:0002761); Pes planus (HP:0001763); Visual impairment (HP:0000505); Hypermetropia (HP:0000540) | \n", - "
2 (MALE; P2Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Short stature (HP:0004322); Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Seizure (HP:0001250); EEG abnormality (HP:0002353); Sleep disturbance (HP:0002360) | \n", - "
3 (FEMALE; P2Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Primary microcephaly (HP:0011451); Birth length less than 3rd percentile (HP:0003561); Short stature (HP:0004322); Small for gestational age (HP:0001518); Speech delay (HP:0000750); Hypotonia (HP:0001252); Sleep disturbance (HP:0002360); Downward slanting palpebral fissures (HP:0000494); Strabismus (HP:0000486); Low-set ears (HP:0000369) | \n", - "
4 (FEMALE; P4Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.3203C>G (heterozygous) | \n", - "Short stature (HP:0004322); Decreased body weight (HP:0004325); Intellectual disability, moderate (HP:0002342); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Seizure (HP:0001250); EEG abnormality (HP:0002353); Ventriculomegaly (HP:0002119); Downward slanting palpebral fissures (HP:0000494); Strabismus (HP:0000486); Epicanthus (HP:0000286); Feeding difficulties (HP:0011968) | \n", - "
5 (MALE; P9Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.457del (heterozygous) | \n", - "Short stature (HP:0004322); Increased body weight (HP:0004324); Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Seizure (HP:0001250); EEG abnormality (HP:0002353); Ventriculomegaly (HP:0002119); Sleep disturbance (HP:0002360); Downward slanting palpebral fissures (HP:0000494); Low-set ears (HP:0000369); Generalized joint laxity (HP:0002761); Feeding difficulties (HP:0011968); Renal cyst (HP:0000107); Visual impairment (HP:0000505); Hypermetropia (HP:0000540) | \n", - "
6 (FEMALE; P15Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.384del (heterozygous) | \n", - "Short stature (HP:0004322); Decreased body weight (HP:0004325); Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Seizure (HP:0001250); EEG abnormality (HP:0002353); Ventriculomegaly (HP:0002119); Hypoplasia of the corpus callosum (HP:0002079); Polymicrogyria (HP:0002126); Sleep disturbance (HP:0002360); Strabismus (HP:0000486); Feeding difficulties (HP:0011968); Visual impairment (HP:0000505) | \n", - "
7 (MALE; P7Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | :0> (heterozygous) | \n", - "Short stature (HP:0004322); Decreased body weight (HP:0004325); Intellectual disability, moderate (HP:0002342); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Ventriculomegaly (HP:0002119); Hypoplasia of the corpus callosum (HP:0002079); Autistic behavior (HP:0000729); Downward slanting palpebral fissures (HP:0000494); Low-set ears (HP:0000369); Generalized joint laxity (HP:0002761); Horseshoe kidney (HP:0000085); Visual impairment (HP:0000505); Hypermetropia (HP:0000540) | \n", - "
8 (MALE; P3Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.6010del (heterozygous) | \n", - "Speech delay (HP:0000750); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Seizure (HP:0001250); Sleep disturbance (HP:0002360) | \n", - "
9 (FEMALE; P4Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.3711del (heterozygous) | \n", - "Short stature (HP:0004322); Decreased body weight (HP:0004325); Intellectual disability, mild (HP:0001256); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Caesarian section (HP:0011410); Sleep disturbance (HP:0002360); Strabismus (HP:0000486); Epicanthus (HP:0000286); Pes planus (HP:0001763); Feeding difficulties (HP:0011968); Ventricular septal defect (HP:0001629); Recurrent otitis media (HP:0000403) | \n", - "
10 (MALE; P2Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.6010del (heterozygous) | \n", - "Short stature (HP:0004322); Decreased body weight (HP:0004325); Intellectual disability, moderate (HP:0002342); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Seizure (HP:0001250); EEG abnormality (HP:0002353); Sleep disturbance (HP:0002360); Downward slanting palpebral fissures (HP:0000494); Low-set ears (HP:0000369); Generalized joint laxity (HP:0002761) | \n", - "
11 (FEMALE; P11Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Intellectual disability, mild (HP:0001256); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Posteriorly rotated ears (HP:0000358) | \n", - "
12 (MALE; P14Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.348_351del (heterozygous) | \n", - "Short stature (HP:0004322); Decreased body weight (HP:0004325); Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Caesarian section (HP:0011410); Seizure (HP:0001250); Ventriculomegaly (HP:0002119); Hypoplasia of the corpus callosum (HP:0002079); Downward slanting palpebral fissures (HP:0000494); Posteriorly rotated ears (HP:0000358); Generalized joint laxity (HP:0002761); Pes planus (HP:0001763); Visual impairment (HP:0000505) | \n", - "
13 (FEMALE; P27Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Short stature (HP:0004322); Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Sleep disturbance (HP:0002360); Posteriorly rotated ears (HP:0000358); Generalized joint laxity (HP:0002761); Pes planus (HP:0001763); Feeding difficulties (HP:0011968) | \n", - "
14 (MALE; P13Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Intellectual disability, mild (HP:0001256); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Ventriculomegaly (HP:0002119); Midface retrusion (HP:0011800); Strabismus (HP:0000486); Feeding difficulties (HP:0011968); Visual impairment (HP:0000505); Hypermetropia (HP:0000540) | \n", - "
15 (FEMALE; P4Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.668C>T (heterozygous) | \n", - "Hypotonia (HP:0001252) | \n", - "
16 (MALE; P4Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.3334C>T (heterozygous) | \n", - "Speech delay (HP:0000750); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Strabismus (HP:0000486); Epicanthus (HP:0000286); Posteriorly rotated ears (HP:0000358); Generalized joint laxity (HP:0002761); Ventricular septal defect (HP:0001629); Atrial septal defect (HP:0001631); Visual impairment (HP:0000505) | \n", - "
17 (FEMALE; P4Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.1881_1882del (heterozygous) | \n", - "Short stature (HP:0004322); Small for gestational age (HP:0001518); Decreased body weight (HP:0004325); Intellectual disability, moderate (HP:0002342); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Seizure (HP:0001250); EEG abnormality (HP:0002353); Sleep disturbance (HP:0002360); Midface retrusion (HP:0011800); Low-set ears (HP:0000369); Horseshoe kidney (HP:0000085); Visual impairment (HP:0000505) | \n", - "
18 (MALE; P4Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.1736C>G (heterozygous) | \n", - "Decreased body weight (HP:0004325); Speech delay (HP:0000750); Epicanthus (HP:0000286) | \n", - "
19 (MALE; P4Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.4018del (heterozygous) | \n", - "Small for gestational age (HP:0001518); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Ventriculomegaly (HP:0002119); Strabismus (HP:0000486); Epicanthus (HP:0000286); Thin upper lip vermilion (HP:0000219); Generalized joint laxity (HP:0002761); Pes planus (HP:0001763); Feeding difficulties (HP:0011968); Horseshoe kidney (HP:0000085); Renal cyst (HP:0000107); Visual impairment (HP:0000505); Hypermetropia (HP:0000540); Recurrent otitis media (HP:0000403) | \n", - "
20 (FEMALE; P5Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.4678del (heterozygous) | \n", - "Intellectual disability (HP:0001249) | \n", - "
21 (FEMALE; P15Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.1444del (heterozygous) | \n", - "Intellectual disability, moderate (HP:0002342); Intellectual disability (HP:0001249); Caesarian section (HP:0011410); Seizure (HP:0001250); Midface retrusion (HP:0011800); Strabismus (HP:0000486); Ventricular septal defect (HP:0001629); Atrial septal defect (HP:0001631) | \n", - "
22 (FEMALE; P13Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.394C>T (heterozygous) | \n", - "Short stature (HP:0004322); Small for gestational age (HP:0001518); Intellectual disability (HP:0001249); Hypoplasia of the corpus callosum (HP:0002079); Horizontal eyebrow (HP:0011228); Thin upper lip vermilion (HP:0000219); Low-set ears (HP:0000369) | \n", - "
23 (MALE; P13Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Short stature (HP:0004322); Decreased body weight (HP:0004325); Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Caesarian section (HP:0011410); Hypotonia (HP:0001252); Epicanthus (HP:0000286); Posteriorly rotated ears (HP:0000358); Feeding difficulties (HP:0011968) | \n", - "
24 (MALE; P4Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5230del (heterozygous) | \n", - "Short stature (HP:0004322); Intellectual disability, severe (HP:0010864); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Hypotonia (HP:0001252); Ventriculomegaly (HP:0002119); Hypoplasia of the corpus callosum (HP:0002079); Epicanthus (HP:0000286); Low-set ears (HP:0000369); Feeding difficulties (HP:0011968); Horseshoe kidney (HP:0000085) | \n", - "
25 (MALE; P10Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | :0> (heterozygous) | \n", - "Short stature (HP:0004322); Small for gestational age (HP:0001518); Intellectual disability, severe (HP:0010864); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Ventriculomegaly (HP:0002119); Cortical dysplasia (HP:0002539); Strabismus (HP:0000486); Generalized joint laxity (HP:0002761); Visual impairment (HP:0000505); Hypermetropia (HP:0000540) | \n", - "
26 (MALE; P10Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Short stature (HP:0004322); Small for gestational age (HP:0001518); Decreased body weight (HP:0004325); Intellectual disability, moderate (HP:0002342); Intellectual disability (HP:0001249); Seizure (HP:0001250); Ventriculomegaly (HP:0002119); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Deeply set eye (HP:0000490); Low-set ears (HP:0000369); Pes planus (HP:0001763); Feeding difficulties (HP:0011968) | \n", - "
27 (FEMALE; P10Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Short stature (HP:0004322); Intellectual disability, severe (HP:0010864); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Ventriculomegaly (HP:0002119); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Deeply set eye (HP:0000490); Low-set ears (HP:0000369); Generalized joint laxity (HP:0002761); Pes planus (HP:0001763); Feeding difficulties (HP:0011968); Atrial septal defect (HP:0001631); Renal cyst (HP:0000107) | \n", - "
28 (MALE; P4Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.4549dup (heterozygous) | \n", - "Short stature (HP:0004322); Intellectual disability, moderate (HP:0002342); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Hypotonia (HP:0001252); Ventriculomegaly (HP:0002119); Strabismus (HP:0000486); Pes planus (HP:0001763); Feeding difficulties (HP:0011968) | \n", - "
29 (MALE; P4Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.4055del (heterozygous) | \n", - "Intellectual disability, moderate (HP:0002342); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Hypotonia (HP:0001252); Seizure (HP:0001250); Ventriculomegaly (HP:0002119); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Strabismus (HP:0000486); Deeply set eye (HP:0000490); Low-set ears (HP:0000369); Generalized joint laxity (HP:0002761); Pes planus (HP:0001763); Atrial septal defect (HP:0001631); Renal cyst (HP:0000107); Visual impairment (HP:0000505); Hypermetropia (HP:0000540); Recurrent otitis media (HP:0000403) | \n", - "
30 (MALE; P1Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.268del (heterozygous) | \n", - "Short stature (HP:0004322); Intellectual disability, severe (HP:0010864); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Ventriculomegaly (HP:0002119); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Strabismus (HP:0000486); Deeply set eye (HP:0000490); Low-set ears (HP:0000369); Generalized joint laxity (HP:0002761); Feeding difficulties (HP:0011968); Atrial septal defect (HP:0001631); Visual impairment (HP:0000505); Hypermetropia (HP:0000540) | \n", - "
31 (MALE; P7Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.3334C>T (heterozygous) | \n", - "Intellectual disability, severe (HP:0010864); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Hypotonia (HP:0001252); Ventriculomegaly (HP:0002119); Cortical dysplasia (HP:0002539); Autistic behavior (HP:0000729); Strabismus (HP:0000486); Pes planus (HP:0001763); Feeding difficulties (HP:0011968) | \n", - "
32 (MALE; P14Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.2365del (heterozygous) | \n", - "Small for gestational age (HP:0001518); Intellectual disability, moderate (HP:0002342); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Hypotonia (HP:0001252); Seizure (HP:0001250); Ventriculomegaly (HP:0002119); Cortical dysplasia (HP:0002539); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Strabismus (HP:0000486); Deeply set eye (HP:0000490); Low-set ears (HP:0000369); Feeding difficulties (HP:0011968) | \n", - "
33 (FEMALE; P2Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.4152_4172del (heterozygous) | \n", - "Short stature (HP:0004322); Small for gestational age (HP:0001518); Intellectual disability, moderate (HP:0002342); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Sleep disturbance (HP:0002360); Feeding difficulties (HP:0011968) | \n", - "
34 (MALE; P21Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.3597_3598dup (heterozygous) | \n", - "Short stature (HP:0004322); Small for gestational age (HP:0001518); Intellectual disability, severe (HP:0010864); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Seizure (HP:0001250); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Deeply set eye (HP:0000490); Low-set ears (HP:0000369) | \n", - "
35 (FEMALE; P6Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.6087del (heterozygous) | \n", - "Short stature (HP:0004322); Small for gestational age (HP:0001518); Intellectual disability, mild (HP:0001256); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Seizure (HP:0001250); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Strabismus (HP:0000486); Deeply set eye (HP:0000490); Low-set ears (HP:0000369); Generalized joint laxity (HP:0002761) | \n", - "
36 (FEMALE; P7Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.4640del (heterozygous) | \n", - "Short stature (HP:0004322); Intellectual disability, severe (HP:0010864); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Seizure (HP:0001250); Ventriculomegaly (HP:0002119); Strabismus (HP:0000486); Generalized joint laxity (HP:0002761); Feeding difficulties (HP:0011968); Visual impairment (HP:0000505); Hypermetropia (HP:0000540) | \n", - "
37 (FEMALE; P34Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.4358_4359del (heterozygous) | \n", - "Small for gestational age (HP:0001518); Intellectual disability, mild (HP:0001256); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Ventriculomegaly (HP:0002119); Autistic behavior (HP:0000729); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Strabismus (HP:0000486); Deeply set eye (HP:0000490); Low-set ears (HP:0000369); Generalized joint laxity (HP:0002761); Feeding difficulties (HP:0011968); Horseshoe kidney (HP:0000085) | \n", - "
38 (MALE; P6Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.6002_6003insCC (heterozygous) | \n", - "Intellectual disability, mild (HP:0001256); Intellectual disability (HP:0001249); Seizure (HP:0001250); Ventriculomegaly (HP:0002119); Hypoplasia of the corpus callosum (HP:0002079); Polymicrogyria (HP:0002126); Cortical dysplasia (HP:0002539); Generalized joint laxity (HP:0002761); Feeding difficulties (HP:0011968); Visual impairment (HP:0000505); Hypermetropia (HP:0000540); Cortical visual impairment (HP:0100704) | \n", - "
39 (FEMALE; P8Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.4999_5013del (heterozygous) | \n", - "Intellectual disability, mild (HP:0001256); Intellectual disability (HP:0001249); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Deeply set eye (HP:0000490); Low-set ears (HP:0000369); Visual impairment (HP:0000505); Hypermetropia (HP:0000540) | \n", - "
40 (MALE; P6Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Intellectual disability, mild (HP:0001256); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Seizure (HP:0001250); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Deeply set eye (HP:0000490); Low-set ears (HP:0000369); Visual impairment (HP:0000505); Cortical visual impairment (HP:0100704) | \n", - "
41 (MALE; P19Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.3852_3856del (heterozygous) | \n", - "Small for gestational age (HP:0001518); Intellectual disability, moderate (HP:0002342); Intellectual disability (HP:0001249); Ventriculomegaly (HP:0002119); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Deeply set eye (HP:0000490); Low-set ears (HP:0000369) | \n", - "
42 (FEMALE; P4Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Intellectual disability, severe (HP:0010864); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Hypotonia (HP:0001252); Seizure (HP:0001250); Ventriculomegaly (HP:0002119); Cortical dysplasia (HP:0002539); Pes planus (HP:0001763); Feeding difficulties (HP:0011968); Dysphagia (HP:0002015); Ventricular septal defect (HP:0001629); Visual impairment (HP:0000505); Cortical visual impairment (HP:0100704) | \n", - "
43 (FEMALE; P9Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.1881_1882del (heterozygous) | \n", - "Short stature (HP:0004322); Intellectual disability, severe (HP:0010864); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Hypotonia (HP:0001252); Seizure (HP:0001250); Ventriculomegaly (HP:0002119); Hypoplasia of the corpus callosum (HP:0002079); Polymicrogyria (HP:0002126); Cortical dysplasia (HP:0002539); Horizontal eyebrow (HP:0011228); Facial asymmetry (HP:0000324); Midface retrusion (HP:0011800); Downward slanting palpebral fissures (HP:0000494); Strabismus (HP:0000486); Deeply set eye (HP:0000490); Low-set ears (HP:0000369); Feeding difficulties (HP:0011968); Horseshoe kidney (HP:0000085); Renal cyst (HP:0000107); Visual impairment (HP:0000505); Cortical visual impairment (HP:0100704) | \n", - "
44 (FEMALE; P5Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5549_5550del (heterozygous) | \n", - "Intellectual disability, moderate (HP:0002342); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Seizure (HP:0001250); Polymicrogyria (HP:0002126); Cortical dysplasia (HP:0002539); Strabismus (HP:0000486); Feeding difficulties (HP:0011968) | \n", - "
45 (FEMALE; P9Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.3852_3856del (heterozygous) | \n", - "Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); EEG abnormality (HP:0002353); Autistic behavior (HP:0000729); Downward slanting palpebral fissures (HP:0000494); Thin upper lip vermilion (HP:0000219); Generalized joint laxity (HP:0002761); Feeding difficulties (HP:0011968); Recurrent otitis media (HP:0000403) | \n", - "
46 (FEMALE; P3Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5528C>A (heterozygous) | \n", - "Short stature (HP:0004322); Decreased body weight (HP:0004325); Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Hypotonia (HP:0001252); Facial asymmetry (HP:0000324); Downward slanting palpebral fissures (HP:0000494); Epicanthus (HP:0000286); Thin upper lip vermilion (HP:0000219); Low-set ears (HP:0000369); Feeding difficulties (HP:0011968); Ventricular septal defect (HP:0001629) | \n", - "
47 (FEMALE; P9Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.3073dup (heterozygous) | \n", - "Short stature (HP:0004322); Decreased body weight (HP:0004325); Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Hypotonia (HP:0001252); EEG abnormality (HP:0002353); Downward slanting palpebral fissures (HP:0000494); Strabismus (HP:0000486); Feeding difficulties (HP:0011968); Dysphagia (HP:0002015); Renal cyst (HP:0000107) | \n", - "
48 (FEMALE; P15Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Caesarian section (HP:0011410); EEG abnormality (HP:0002353); Downward slanting palpebral fissures (HP:0000494); Feeding difficulties (HP:0011968); Visual impairment (HP:0000505) | \n", - "
49 (FEMALE; P3Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.286C>T (heterozygous) | \n", - "Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Caesarian section (HP:0011410); Hypotonia (HP:0001252); Seizure (HP:0001250); Ventriculomegaly (HP:0002119); Epicanthus (HP:0000286); Feeding difficulties (HP:0011968); Dysphagia (HP:0002015); Visual impairment (HP:0000505); Cortical visual impairment (HP:0100704); Recurrent otitis media (HP:0000403) | \n", - "
50 (MALE; P23Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.6233del (heterozygous) | \n", - "Decreased body weight (HP:0004325); Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Caesarian section (HP:0011410); Seizure (HP:0001250); Ventriculomegaly (HP:0002119); Autistic behavior (HP:0000729); Downward slanting palpebral fissures (HP:0000494); Feeding difficulties (HP:0011968); Dysphagia (HP:0002015); Visual impairment (HP:0000505) | \n", - "
51 (FEMALE; P6Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.5753_5756del (heterozygous) | \n", - "Short stature (HP:0004322); Intellectual disability, severe (HP:0010864); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Premature birth (HP:0001622); Caesarian section (HP:0011410); Hypotonia (HP:0001252); Seizure (HP:0001250); EEG abnormality (HP:0002353); Autistic behavior (HP:0000729); Horizontal eyebrow (HP:0011228); Epicanthus (HP:0000286); Thin upper lip vermilion (HP:0000219); Feeding difficulties (HP:0011968); Atrial septal defect (HP:0001631); Recurrent otitis media (HP:0000403) | \n", - "
52 (MALE; P3Y)\n", - " | ZTTK SYNDROME (OMIM:617140)\n", - " | NM_138927.2:c.4919_4923del (heterozygous) | \n", - "Decreased body weight (HP:0004325); Intellectual disability, mild (HP:0001256); Speech delay (HP:0000750); Intellectual disability (HP:0001249); Hypotonia (HP:0001252); Seizure (HP:0001250); EEG abnormality (HP:0002353); Sleep disturbance (HP:0002360); Facial asymmetry (HP:0000324); Strabismus (HP:0000486); Epicanthus (HP:0000286); Low-set ears (HP:0000369); Feeding difficulties (HP:0011968); Dysphagia (HP:0002015); Recurrent otitis media (HP:0000403) | \n", - "