Data · dataset · 2026
Investigating pathology associated with cardiac hypertrophy at the single-cell level
Listed in ZivaHub and Deakin Research Online and DMU Figshare — shown once because both records carry DOI 10.17034/32641008.v1
Cardiac hypertrophy (CH) is the heart’s response to sustained increased workload, marked by myocardial expansion to preserve output.
Description
However, under pathological stimuli—such as hypertension, valvular disease, or diabetes—CH becomes maladaptive, leading to structural and functional abnormalities, heart failure, and associated morbidity and mortality. These stimuli trigger complex cardiac remodelling involving both muscle and non-muscle cells, primarily driven by changes in gene expression.
Investigating these changes can shed light on the molecular mechanisms driving pathological CH.<br><br>This PhD thesis aimed to characterise dysregulated gene expression in distinct cardiac cell types during pathological CH using single-cell RNA-sequencing. The study used samples from three established mouse models of CH, two of which included 5-Azacitidine treatment groups, an anti-hypertrophic medication. All major cardiac cell types were implicated in remodelling and pro-hypertrophic signalling.
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Importantly, 19 genes were consistently dysregulated across all models, suggesting a common link to CH regardless of the pathological stimulus. These candidate genes are novel or poorly characterised in the context of pathological CH.<br><br>After devising a bioinformatic technique to systematically assess conservation in mouse-human cardiac gene expression, dysregulated expression was characterised at the single-cell level in human heart samples from hypertensive disease patients.
This represents a novel study of human HTD, identifying prominent changes in gene expression and possible alterations in cardiac tissue composition in HTD, a condition which is responsible for most cases of pathological CH in humans. Of the 19 candidate genes implicated in CH via mouse models, 15 were also dysregulated in human HTD versus normal heart. These 15 genes (ADAMTS4, ADAMTS9, AKAP12, B2M, B4GALT5, CMSS1, DENND4A, EMP1, FOSL2, JUN, KLF2, NFKBIZ, PDE4B, UBASH3B, and ZBTB16) are hypothesised to include key drivers of cardiac hypertrophy under pathological stimulus, a characterisation which is either novel or under-appreciated for each of the 15 candidates.<br><br><i>Thesis is embargoed until 31 July 2030.</i>
Links
Where it is published
- DOI doi.org/10.17034/32641008.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Life Sciences · Life Sciences · Life Sciences
- Inferred from text
- Cardiac remodeling 65% · Disease 75% · Heart 75%
Provenance · 3 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/32641008 | 5 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/32641008 | 5 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/32641008 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[anatomy].local:anatomy:heart | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[disease].local:disease:cardiac-remodeling | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[disease].local:disease:disease | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license_text | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |