<?xml version="1.0" encoding="UTF-8"?><?xml-stylesheet type="text/xsl" href="static/style.xsl"?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-09-23T10:00:13Z</responseDate><request verb="GetRecord" identifier="oai:www.repository.cam.ac.uk:1810/397202" metadataPrefix="uketd_dc">https://api.repository.cam.ac.uk/server/oai/request</request><GetRecord><record><header><identifier>oai:www.repository.cam.ac.uk:1810/397202</identifier><datestamp>2026-02-11T01:45:12Z</datestamp><setSpec>com_1810_223938</setSpec><setSpec>com_1810_34581</setSpec><setSpec>col_1810_223939</setSpec></header><metadata><uketd_dc:uketddc xmlns:uketd_dc="http://naca.central.cranfield.ac.uk/ethos-oai/2.0/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:uketdterms="http://naca.central.cranfield.ac.uk/ethos-oai/terms/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:doc="http://www.lyncode.com/xoai" xsi:schemaLocation="http://naca.central.cranfield.ac.uk/ethos-oai/2.0/ http://naca.central.cranfield.ac.uk/ethos-oai/2.0/uketd_dc.xsd">
   <dc:title>Genetic and functional studies in inherited platelet disorders</dc:title>
   <dc:identifier xsi:type="dcterms:DOI">https://doi.org/10.17863/CAM.126386</dc:identifier>
   <dc:creator>Collins, Janine</dc:creator>
   <uketdterms:authoridentifier xsi:type="uketdterms:ORCID">0000000287163261</uketdterms:authoridentifier>
   <uketdterms:advisor>Ouwehand, Willem</uketdterms:advisor>
   <dcterms:abstract>Platelets are anucleate blood cells containing secretory granules, which play a critical role
in haemostasis, atherogenesis, thrombosis, and wound healing. Platelet number, volume,
and function are genetically regulated, and genome wide association studies have identified
more than 1000 loci associated with platelet traits. Common variants, with a minor allele
frequency (MAF) ≥1% are associated with mild variation in platelet parameters, whereas
rare variants (MAF &lt;1%) are associated with extreme phenotypes and inherited platelet
disorders (IPDs). The polygenic score (PGS) for platelet count is constructed from 739
common variants, explaining almost 20% of phenotypic variance. The accurate determination
of effect sizes of rare variants causal of IPDs is essential for reliable reporting of variant
pathogenicity to clinicians and patients. However, this has only recently become feasible for
rare disease-causing variants with the release of the whole exome sequencing (WES) and
associated clinical data for 500,000 UK Biobank (UKB) participants.

The first part of this thesis reports on the interrogation of UKB data to determine,
for the first time, the effect sizes on platelet parameters of reported rare pathogenic and
likely pathogenic variants, deemed causal of IPDs. The contribution of PGS to incomplete
penetrance of a subset of rare variants was estimated and this illustrated that potentially causal
rare variants need to be considered in the context of an individual’s genetic architecture.
The clinical sequelae of carrying a single pathogenic or likely pathogenic variant for a
recessive IPD was explored, finding that loss-of-function variants in genes for Bernard-Soulier
syndrome, Glanzmann thrombasthenia and congenital amegakaryocytic thrombocytopenia
(CAMT) had a significant effect on platelet count in carriers. In the case of CAMT-causing
MPL variants, there was an unexpected increase in platelet count in carriers.

Despite major advances in genetic diagnosis through high-throughput sequencing diagnostic
gene panels, WES and whole genome sequencing projects, approximately 50%
patients with suspected IPDs remain molecularly uncharacterised; this makes patient-specific
haemostasis management challenging. To date, there are 69 diagnostic-grade genes for IPDs.

NBEAL2, the gene in which biallelic pathogenic variants cause gray platelet syndrome (GPS),
was discovered in 2011. The second and third parts of this thesis report on studies of the
largest collection of patients with GPS and a cellular model of GPS.

GPS is an ultra-rare autosomal recessive disorder, characterised by macrothrombocytopenia,
severe deficiency of platelet alpha (α)-granules, and a variable bleeding tendency.
Patients may develop splenomegaly, and in the bone marrow, emperipolesis (the engulfment
of neutrophils by megakaryocytes (MKs)) is observed, as well as an increased incidence
of early onset fibrosis. Nbeal2−/− mice have defects of secretory granules in a variety of
myeloid and lymphoid cells, increased susceptibility to infection, and their MKs have a proinflammatory
profile. Determining the clinical relevance for patients has been challenging
due to extreme rarity of cases. Through the National Institute for Health and Care Research
BioResource Rare Diseases GPS study, an international collaboration was established to
investigate the spectrum of pathological features in patients with GPS. The application of
human phenotype ontology terms enabled systematic analysis of clinical and laboratory
phenotypes, and identified novel immune abnormalities in patients, including leukopenias,
autoantibody positivity, and autoimmune disease. There were widespread differences in
the transcriptome and proteome of platelets in patients with GPS, but also in neutrophils,
monocytes, and CD4-lymphocytes. Proteomic analysis of plasma by mass spectrometry
(MS) identified increased levels of proteins associated with inflammation and the immune
response in patients with GPS. Additionally, proximity extension assay analysis identified
differential expression of chemokines and cytokines in the patients. This work demonstrates
that in GPS, there is not only a defect of haemostasis, but also a loss of immune homeostasis.

Three cellular models of GPS were generated using CRISPR-Cas9 gene-editing of
NBEAL2-FTAP-tagged iPSCs, an NBEAL2 knockout and two knock-in lines, each harbouring
a known disease-causing single nucleotide variant (Met2080Lys or Pro2100Leu) in
homozygosity. Forward programming of iPSCs to MKs enabled comparison of the morphology
and α-granule protein expression between NBEAL2 variant MKs and wild type. The
cellular endophenotype of these cell models was explored through RNA-sequencing and
MS proteomics analysis. The NBEAL2-FTAP-tag was used for Nbeal2 pull-downs and MS
analysis, to explore the Nbeal2 interactome.

In summary, this work explored the clinical consequences of rare variants for inherited
platelet disorders and focused on the clinical and cellular phenotypes of an exemplar rare
platelet disorder through the study of a large patient cohort and an iPSC-derived MK model.</dcterms:abstract>
   <uketdterms:institution>University of Cambridge</uketdterms:institution>
   <dcterms:issued>2025-07-23</dcterms:issued>
   <dc:type>Thesis</dc:type>
   <uketdterms:qualificationlevel>Doctoral</uketdterms:qualificationlevel>
   <uketdterms:qualificationname>Doctor of Philosophy (PhD)</uketdterms:qualificationname>
   <dc:language>eng</dc:language>
   <dcterms:isReferencedBy xsi:type="dcterms:URI">https://www.repository.cam.ac.uk/handle/1810/397202</dcterms:isReferencedBy>
   <dc:identifier xsi:type="dcterms:URI">https://www.repository.cam.ac.uk/bitstreams/e822b905-1c68-4b5a-8ac6-aa7dd26b3fdd/download</dc:identifier>
   <uketdterms:checksum xsi:type="uketdterms:MD5">1e3952e6f673f926b72016607c034ffc</uketdterms:checksum>
   <dcterms:license>https://www.repository.cam.ac.uk/bitstreams/c51ad516-13ef-4abd-ab6f-6bd5f3685009/download</dcterms:license>
   <uketdterms:checksum xsi:type="uketdterms:MD5">87eda9de84448d1f82354d60eee3eb5f</uketdterms:checksum>
   <dc:rights>http://purl.org/NET/rdflicense/allrightsreserved</dc:rights>
   <dc:subject>genetics</dc:subject>
   <dc:subject>inherited</dc:subject>
   <dc:subject>platelet</dc:subject>
</uketd_dc:uketddc>
</metadata></record></GetRecord></OAI-PMH>