Data · dataset · 2026
Identifying molecular determinants of response to standard of care chemotherapy in colorectal cancer
Listed in ZivaHub and Deakin Research Online and DMU Figshare — shown once because both records carry DOI 10.17034/32641338.v1
Colorectal cancer (CRC) is the second leading cause of cancer-related deaths in the UK and remains a major global health burden.
Description
Although precision medicine and targeted therapies have advanced, many CRC patients still depend on standard 5-Fluorouracil (5-FU)-based chemotherapy, which lacks reliable biomarkers for predicting treatment response. The transcription factor p53 plays a key role in CRC progression and therapy response, but its mutation status alone is an unreliable predictor due to the complexity of p53 functional regulation.<br><br>This thesis explores the hypothesis that p53 functional activity—rather than mutation status—better predicts CRC response to 5-FU. <br><br>Evaluation of transcriptional methods for p53 functional activity estimation highlighted the heterogeneity within published p53 related gene sets, for which functional activity estimation was significantly more accurate when incorporating target gene Mode of Regulation (MOR).
A novel “p53 Direct Activated Targets” (p53DA) gene set was developed which demonstrated similar accuracy to mutation status in stratifying p53 activity, in addition to further stratifying p53 Wild Type (WT) models. <br><br>The score was evaluated in preclinical and clinical datasets. High p53DA activity correlated with poorer outcomes in microsatellite stable stage II/III and IV CRC patients treated with 5-FU, outperforming mutation status.
Read the rest (2 more)
Similarly, patient-derived xenograft models with low p53DA scores showed improved long-term treatment responses. These results aligned with in-house preliminary findings that p53 Null CRC cells exhibited greater resistance to prolonged 5-FU exposure compared to WT counterparts.<br><br>Transcriptional profiling under extended 5-FU treatment and recovery revealed distinct p53-dependent and -independent adaptive responses.
Single-cell analysis highlighted a subpopulation of drug-tolerant persister-like cells within p53 WT CRC, maintaining active cell cycles during treatment.<br><br>These findings support p53DA as a promising biomarker for functional p53 activity and 5-FU response, emphasizing the value of long-term and single-cell profiling to explore compensatory mechanisms, target cells driving relapse and improve patient outcomes.<br><br>
Links
Where it is published
- DOI doi.org/10.17034/32641338.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
- Bioinformatics and computational biology · Bioinformatics and computational biology · Bioinformatics and computational biology · Cancer · Cancer · Cancer · Chemotherapy · Chemotherapy · Chemotherapy · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Genomics · Genomics · Genomics · Life Sciences · Life Sciences · Life Sciences · Medicine & Health · Medicine & Health · Medicine & Health
Provenance · 3 source records, 25 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/32641338 | 5 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/32641338 | 5 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/32641338 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[disease].local:disease:cancer | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['cancer'] |
| concepts[disease].local:disease:cancer | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['cancer'] |
| concepts[disease].local:disease:cancer | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['cancer'] |
| concepts[field].anzsrc:field:310509 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['genomics'] |
| concepts[field].anzsrc:field:310509 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['genomics'] |
| concepts[field].anzsrc:field:310509 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['genomics'] |
| concepts[field].anzsrc:field:321105 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['chemotherapy'] |
| concepts[field].anzsrc:field:321105 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['chemotherapy'] |
| concepts[field].anzsrc:field:321105 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['chemotherapy'] |
| concepts[field].anzsrc:group:3102 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['computational Biology'] |
| concepts[field].anzsrc:group:3102 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['computational Biology'] |
| concepts[field].anzsrc:group:3102 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['computational Biology'] |
| 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 · 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 | |
| concepts[field].local:field:life-sciences | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@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 |