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The goal of this observational case-control study is to learn about the circulating and tissue microRNA expression, imaging and radiomic profiles of malignant ovarian germ cell tumours (MOGCT) compared to patients with a benign OGCT and no ovarian pathology.
The main question[s] it aims to answer are:
Participants will have serial blood tests at different time points in their care to assess how circulating miRNA levels are affected by treatment and/or remission and/or relapse. If they have surgery, a pathology sample will be taken from the main tumour specimen. Radiomic analysis will take place on existing ultrasound images of their mass.
Researchers will compare the circulating miRNA profile of patients with a benign ovarian germ cell tumour and no ovarian pathology to see where the differences lie. If a patient with a BOGCT requires surgery, a pathology sample will be taken from the main tumour specimen. Radiomic analysis will take place on existing ultrasound images of their benign mass.
Case population (MOGCTs):
Control population:
Participants acting as controls will be identified from those attending for TV-USS where either a benign teratoma or no pathology is identified (e.g. from a gynaecology clinic). A total of 26ml of blood will be taken. Serum aFP, hCG, LDH and Ca125 will be measured as per routine clinical practice in patients with a benign OGCT.
Patients in the control population (benign germ cell tumours or patients with no known gynaecological pathology) will have a single blood test for miRNA analysis.
If participants require an operation for the benign GCT, tissue samples will be obtained at the time of surgery.
miRNA analysis will be performed using NanoString for the discovery panel. Further targeted sequencing will be performed in the larger prospective study using specific miRNA panels. This may be done using NanoString or a custom MiRNA assay primer.
Endpoint The pilot will be completed after the final patient has completed 12 months of follow up. The pilot data analysis will take place at that point.
We anticipate that the study will end 12 months after the final participant has completed 24 months of follow up, which gives 12 months for analysis of the samples. The number of participants to take part will be based on a power calculation performed at the time of analysis of the pilot data.
DATA COLLECTION AND MANAGEMENT Patients will enter study arm 1-3 based on cancer staging, or will belong to the control group.
Each participant will be followed up for a maximum of 2 years after they receive their definitive treatment (surgery and/or (neo)adjuvant chemotherapy). We anticipate this will be a maximum of 30 months total time in the study.
An interim analysis of data will be performed at 12 months, with a view to:
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Cases- Malignant Ovarian Germ Cell Tumour - Arm 1 | Patients with a diagnosis of stage 1a MOGCT. Bloods taken at the following time points: Day 0, then 4 weeks; 6 months; 12 months; 24 months post-operatively |
| |
| Cases - Malignant Ovarian Germ Cell Tumour - Arm 2 | Patients with a diagnosis of stage 1b/1c MOGCT. Bloods taken at the following time points: Day 0, then 4 weeks; 6 months; 12 months; 24 months post-operatively OR post-final dose of adjuvant chemotherapy |
| |
| Cases - Malignant Ovarian Germ Cell Tumour - Arm 3 | Patients with a diagnosis of stage 2 or higher MOGCT. Bloods taken at the following time points: Day 0, then 4 weeks post-neoadjuvant chemotherapy, then 4 weeks; 6 months; 12 months; 24 months post-operatively |
| |
| Controls - Benign Ovarian Germ Cell Tumour | Bloods taken at the time of diagnosis of BOGCT (single blood test) |
| |
| Controls - No Known Gynaecological Pathology |
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Blood test | Diagnostic Test | Serum and plasma microRNA quantification |
|
| Measure | Description | Time Frame |
|---|---|---|
| Difference in microRNA expression (plasma) between benign and malignant masses | Comparison of heatmaps based on mean expression of clusters across samples | 24 months |
| Difference in microRNA expression (serum) between benign and malignant masses | Comparison of heatmaps based on mean expression of clusters across samples | 24 months |
| microRNA expression (plasma) | Differential expression of microRNAs (assessed using a moderated t statistic and P values adjusted for multiple testing) | 24 months |
| microRNA expression (serum) | Differential expression of microRNAs (assessed using a moderated t statistic and P values adjusted for multiple testing) | 24 months |
| Measure | Description | Time Frame |
|---|---|---|
| Quantitative measure of circulating miRNA before treatment | miRNA expression in plasma samples of women with a diagnosis of a MOGCT compared to those of women with BOGCTs using nCounter miRNA Expression panels | 24 months |
| Quantitative measure of circulating miRNA before treatment |
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Inclusion Criteria:
Exclusion Criteria:
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Women aged over 16 with a diagnosis of a malignant ovarian germ cell tumour, benign ovarian germ cell tumour or no known gynaecological pathology may take part in this study.
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Nina C Cooper, MBBS BSc | Contact | 02033513150 | nina.cooper3@nhs.net | |
| Srdjan Saso, MRCOG Phd | Contact | 02033513150 | srdjan.saso01@imperial.ac.uk |
| Name | Affiliation | Role |
|---|---|---|
| Srdjan Saso, PhD MRCOG MRCS | Imperial College Healthcare NHS Trust | Principal Investigator |
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| ID | Term |
|---|---|
| C562841 | Ovarian Germ Cell Cancer |
| D009373 | Neoplasms, Germ Cell and Embryonal |
| D010051 | Ovarian Neoplasms |
| ID | Term |
|---|---|
| D009370 | Neoplasms by Histologic Type |
| D009369 | Neoplasms |
| D004701 | Endocrine Gland Neoplasms |
| D009371 | Neoplasms by Site |
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| ID | Term |
|---|---|
| D006403 | Hematologic Tests |
| ID | Term |
|---|---|
| D019411 | Clinical Laboratory Techniques |
| D019937 | Diagnostic Techniques and Procedures |
| D003933 | Diagnosis |
| D008919 | Investigative Techniques |
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Serum and plasma (microRNA expression); tumour specimen (microRNA expression)
Single blood test |
|
| Pathology specimen miRNA expression | Diagnostic Test | Pathology specimen mirNA expression - ALL MOGCT; OPTIONAL for BOGCT |
|
miRNA expression in serum samples of women with a diagnosis of a MOGCT compared to those of women with BOGCTs using nCounter miRNA Expression panels |
| 24 months |
| Quantitative measure of circulating miRNA after treatment | miRNA expression in plasma samples of women with a diagnosis of a MOGCT compared to those of women with BOGCTs using nCounter miRNA Expression panels | 24 months |
| Quantitative measure of circulating miRNA after treatment | miRNA expression in serum samples of women with a diagnosis of a MOGCT compared to those of women with BOGCTs using nCounter miRNA Expression panels | 24 months |
| Performance of segmentation model on ultrasound images | Correlation between identification of region of interest (ROI) to examiner segmentation. Dice surface coefficient (DICE). | 24 months |
| Performance of segmentation model on MRI images | Correlation between identification of region of interest (ROI) to examiner segmentation. Dice surface coefficient (DICE) | 24 months |
| Performance of classification model on ultrasound images | Correlation between benign or malignant diagnosis by model vs ultrasound subjective assessment or histopathological diagnosis (area under the ROC curve (AUC), F1-score) | 24 months |
| Performance of classification model on MRI images | Correlation between benign or malignant diagnosis by model vs ultrasound subjective assessment or histopathological diagnosis (area under the ROC curve (AUC), F1-score) | 24 months |
| D010049 |
| Ovarian Diseases |
| D000291 | Adnexal Diseases |
| D005831 | Genital Diseases, Female |
| D052776 | Female Urogenital Diseases |
| D005261 | Female Urogenital Diseases and Pregnancy Complications |
| D000091642 | Urogenital Diseases |
| D005833 | Genital Neoplasms, Female |
| D014565 | Urogenital Neoplasms |
| D000091662 | Genital Diseases |
| D004700 | Endocrine System Diseases |
| D006058 | Gonadal Disorders |