Leveraging circulating tumour DNA (ctDNA) to dissect the evolutionary genomic dynamics of drug resistance in prostate cancer.
Lead Research Organisation:
University College London
Department Name: Oncology
Abstract
1. Scientific/medical context of research?
Prostate cancer is the commonest male cancer (41,000 diagnosed in 2010) and the second commonest (10,700 died in 2010) cause of male cancer death in the UK. One man dies of prostate cancer every hour in the UK. The growth of the prostate is dependent on male hormones (androgens). Prostate cancer develops when prostate cells grow uncontrollably. This is initially dependent on androgens. If diagnosed early prostate cancer can be cured by surgery and/or radiotherapy. However, 30% of cases will relapse and more than 20% of cases will present with widespread (metastatic) disease that is incurable. Initial treatment strategies to lower hormone (androgen) levels provide robust responses in 90% of cases (hormone naïve prostate cancer). However, with time, cancers develop other mechanisms of resistance despite low (castrate) levels of testosterone - known as castration resistant prostate cancer (CRPC). Unfortunately, this advanced form of prostate cancer is currently incurable. Over the last two years, two novel treatments have become available as treatment options for CRPC along with chemotherapy. These agents are Abiraterone acetate and Enzalutamide. These agents have been proven to prolong survival in patients with CRPC. Eventually, prostate cancer progresses despite these new drugs and chemotherapy: a proportion of patients respond for a number of years and others progress very rapidly.
2. What is the research trying to achieve?
Understanding why these agents stop working or drug resistance requires an understanding of DNA changes (genomic) and identifying these changes over time. Treatments for prostate cancer can influence the growth of prostate cancer and understanding this would require analysis of multiple cancer biopsies. This is an impractical solution as performing multiple biopsies is difficult and more importantly uncomfortable to the patient. This proposal will aim to identify these abnormalities with a simple blood test that can be done regularly. This blood test will be able to serially/sequentially monitor tumour gene changes and identify abnormalities in the androgen receptor and other genomic changes that associate with resistance.
3. Why is the research important?
Better drugs and management strategies are urgently required. Understanding and identifying causes of resistance at different time points throughout the disease course will allow us to institute early treatment changes and therefore improve patient outcome. Additionally new drugs can be developed to target these mechanisms and also implement a personalised treatment approach for the patients using a non-invasive technique and identify the right treatment for the right patient groups and reduce unnecessary side-effects with ineffective treatments.
4. Who is carrying out the research?
Dr Anuradha Jayaram is a clinical research fellow in the Prostate Cancer Targeted Therapy group at the Royal Marsden Hospital in London. She completed her medical degree and specialist oncology training in Ireland. Her career ambition is to be an academic medical oncologist with a laboratory focused on translational research within the field of prostate cancer. This fellowship will be carried out under the supervision of Professors Mel Greaves, Dr Gerhardt Attard and Professor Ros Eeles who are key opinion leaders within the fields of cancer evolution, prostate cancer targeted therapy and prostate cancer genetics. Dr Sharp will be based in the Centre for Cancer and evolution at the Institute of Cancer Research, the top rated academic unit worldwide. The fellowship will initiate a consortium (sponsors and collaborators) of international leaders within the fields of circulating biomarkers and molecular characterisation in prostate cancer medicine to ensure the greatest scientific and clinical impact of this fellowship.
Prostate cancer is the commonest male cancer (41,000 diagnosed in 2010) and the second commonest (10,700 died in 2010) cause of male cancer death in the UK. One man dies of prostate cancer every hour in the UK. The growth of the prostate is dependent on male hormones (androgens). Prostate cancer develops when prostate cells grow uncontrollably. This is initially dependent on androgens. If diagnosed early prostate cancer can be cured by surgery and/or radiotherapy. However, 30% of cases will relapse and more than 20% of cases will present with widespread (metastatic) disease that is incurable. Initial treatment strategies to lower hormone (androgen) levels provide robust responses in 90% of cases (hormone naïve prostate cancer). However, with time, cancers develop other mechanisms of resistance despite low (castrate) levels of testosterone - known as castration resistant prostate cancer (CRPC). Unfortunately, this advanced form of prostate cancer is currently incurable. Over the last two years, two novel treatments have become available as treatment options for CRPC along with chemotherapy. These agents are Abiraterone acetate and Enzalutamide. These agents have been proven to prolong survival in patients with CRPC. Eventually, prostate cancer progresses despite these new drugs and chemotherapy: a proportion of patients respond for a number of years and others progress very rapidly.
2. What is the research trying to achieve?
Understanding why these agents stop working or drug resistance requires an understanding of DNA changes (genomic) and identifying these changes over time. Treatments for prostate cancer can influence the growth of prostate cancer and understanding this would require analysis of multiple cancer biopsies. This is an impractical solution as performing multiple biopsies is difficult and more importantly uncomfortable to the patient. This proposal will aim to identify these abnormalities with a simple blood test that can be done regularly. This blood test will be able to serially/sequentially monitor tumour gene changes and identify abnormalities in the androgen receptor and other genomic changes that associate with resistance.
3. Why is the research important?
Better drugs and management strategies are urgently required. Understanding and identifying causes of resistance at different time points throughout the disease course will allow us to institute early treatment changes and therefore improve patient outcome. Additionally new drugs can be developed to target these mechanisms and also implement a personalised treatment approach for the patients using a non-invasive technique and identify the right treatment for the right patient groups and reduce unnecessary side-effects with ineffective treatments.
4. Who is carrying out the research?
Dr Anuradha Jayaram is a clinical research fellow in the Prostate Cancer Targeted Therapy group at the Royal Marsden Hospital in London. She completed her medical degree and specialist oncology training in Ireland. Her career ambition is to be an academic medical oncologist with a laboratory focused on translational research within the field of prostate cancer. This fellowship will be carried out under the supervision of Professors Mel Greaves, Dr Gerhardt Attard and Professor Ros Eeles who are key opinion leaders within the fields of cancer evolution, prostate cancer targeted therapy and prostate cancer genetics. Dr Sharp will be based in the Centre for Cancer and evolution at the Institute of Cancer Research, the top rated academic unit worldwide. The fellowship will initiate a consortium (sponsors and collaborators) of international leaders within the fields of circulating biomarkers and molecular characterisation in prostate cancer medicine to ensure the greatest scientific and clinical impact of this fellowship.
Technical Summary
Aims/Objectives
1.To use high-coverage targeted next generation (NGS) on sequentially collected plasma DNA to:
a. sub-classify and characterise AR-aberrant versus AR-wild-type CRPC.
b. define the genomic evolutionary changes that associate with resistance.
2. To use whole genome sequencing (WGS) data from plasma to interrogate the sequence of genomic events following distinct treatment selection pressures
3. To functionally validate AR somatic point mutations and other novel aberrations that associate with resistance in AR wild-type CRPC and develop clinically relevant strategies to target them.
Methodology:
Aim 1: An expanded high-coverage (>1000x) customised targeted NGS with an optimised panel design will be used. Pre-amplification barcoding of DNA fragments (Agilent Halopex HS) to improve the sensitivity and specificity of established approaches will be explored. Sequential plasma samples will be studied to identify genomic aberrations that temporally associate with resistance..
Aim 2: WGS at 100-150X coverage optimised for plasma will be used to determine clonal diversity of ctDNA and the order of copy number changes.
Aim 3: Functional validation of AR mutations and novel targets will be performed in prostate cancer cell lines (LNCaP, VCaP, PC3). Novel targets will be qualified using clinically applicable assays (eg ddPCR) on independent test sets.
Scientific and Medical Opportunities
Plasma DNA analysis has the potential to improve patient outcomes by:
1. Molecular characterisation of men in real-time and sub-classification of CRPC into AR gain or no AR gain
2. Improving our understanding of the genomic drivers of treatment resistance in prostate cancer
3. Optimising new and existing treatments for prostate cancer by molecularly selecting patients using a minimally invasive blood test.
1.To use high-coverage targeted next generation (NGS) on sequentially collected plasma DNA to:
a. sub-classify and characterise AR-aberrant versus AR-wild-type CRPC.
b. define the genomic evolutionary changes that associate with resistance.
2. To use whole genome sequencing (WGS) data from plasma to interrogate the sequence of genomic events following distinct treatment selection pressures
3. To functionally validate AR somatic point mutations and other novel aberrations that associate with resistance in AR wild-type CRPC and develop clinically relevant strategies to target them.
Methodology:
Aim 1: An expanded high-coverage (>1000x) customised targeted NGS with an optimised panel design will be used. Pre-amplification barcoding of DNA fragments (Agilent Halopex HS) to improve the sensitivity and specificity of established approaches will be explored. Sequential plasma samples will be studied to identify genomic aberrations that temporally associate with resistance..
Aim 2: WGS at 100-150X coverage optimised for plasma will be used to determine clonal diversity of ctDNA and the order of copy number changes.
Aim 3: Functional validation of AR mutations and novel targets will be performed in prostate cancer cell lines (LNCaP, VCaP, PC3). Novel targets will be qualified using clinically applicable assays (eg ddPCR) on independent test sets.
Scientific and Medical Opportunities
Plasma DNA analysis has the potential to improve patient outcomes by:
1. Molecular characterisation of men in real-time and sub-classification of CRPC into AR gain or no AR gain
2. Improving our understanding of the genomic drivers of treatment resistance in prostate cancer
3. Optimising new and existing treatments for prostate cancer by molecularly selecting patients using a minimally invasive blood test.
Planned Impact
1. Commercial private sector beneficiaries
The targeted deep coverage next generation sequencing (NGS) and validation of novel aberrations from this proposal will be of potential interest to companies interested in developing circulating tumour DNA (ctDNA) based assays for diagnostics as well as companion biomarkers to help identify potential patients that will be suitable for a specific treatment and also predict treatment reposne. Currently, in prostate cancer, there is no companion biomarker to predict response to treatment. This will be of interest to drug companies.
2. Public Sector and Charities
Genomics England (GEl), part of the Department of Health has begun a flagship project of whole genome sequencing (WGS) of 100,000 NHS patients across rare diseases and cancer. Prostate cancer is part of the GeCIP (Genomics England Clinical Interpretation Partnership) domain. Currently in this programme, WGS is only performed on patients prior to therapy. Data generated from WGS from this project with sequential samples during treatment will be able to enhance the 100,000 project to select suitable key targets and also incorporate analytical strategies used to analyse changes with treatment over time. Potential collaboration between GEl and ourselves in the future will be mutually beneficial - in terms of understanding data generated from WGS as well as committing to findings to expand the genomics knowledge base.
Data generated from this proposal will also impact on the future research programmes of Prostate Cancer UK (PCUK) with regards to the utility of biomarkers and clinical validity and fund prospective research to clinically validate novel targets and patient stratification using a ctDNA based assay. It will also increase awareness with relation to new approaches in prostate cancer and spark academic interest for further research opportunities.
3. Policy Makers
Validation of novel targets as causes of resistance to conventional cytotoixcs or endocrine therapies using a ctDNA assay allows the development of a clinically-applicable, molecular, blood-based test for selection of the optimal treatment for individual, progressing CRPC patients. This will change the treatment paradigm and subsequently health service policies by introducing patient stratification for treatment selection based on selected biomarkers of response and resistance.
4. Prostate cancer patients and their families:
The fellowship and associated activities will impact upon prostate cancer patients and their families. The fellowship will aim to identify why a group of patients develop drug resistance to conventional cytotoxics and endocrine therapies using ctDNA, which is a simple non-invasive blood test. This will impact on patients' quality of life by stratifying patients to the right treatment and therefore sparing toxicities associated with treatments that are ineffective. More critically, it will identify therapeutic targets that improve the survival of this cohort of patients.
The targeted deep coverage next generation sequencing (NGS) and validation of novel aberrations from this proposal will be of potential interest to companies interested in developing circulating tumour DNA (ctDNA) based assays for diagnostics as well as companion biomarkers to help identify potential patients that will be suitable for a specific treatment and also predict treatment reposne. Currently, in prostate cancer, there is no companion biomarker to predict response to treatment. This will be of interest to drug companies.
2. Public Sector and Charities
Genomics England (GEl), part of the Department of Health has begun a flagship project of whole genome sequencing (WGS) of 100,000 NHS patients across rare diseases and cancer. Prostate cancer is part of the GeCIP (Genomics England Clinical Interpretation Partnership) domain. Currently in this programme, WGS is only performed on patients prior to therapy. Data generated from WGS from this project with sequential samples during treatment will be able to enhance the 100,000 project to select suitable key targets and also incorporate analytical strategies used to analyse changes with treatment over time. Potential collaboration between GEl and ourselves in the future will be mutually beneficial - in terms of understanding data generated from WGS as well as committing to findings to expand the genomics knowledge base.
Data generated from this proposal will also impact on the future research programmes of Prostate Cancer UK (PCUK) with regards to the utility of biomarkers and clinical validity and fund prospective research to clinically validate novel targets and patient stratification using a ctDNA based assay. It will also increase awareness with relation to new approaches in prostate cancer and spark academic interest for further research opportunities.
3. Policy Makers
Validation of novel targets as causes of resistance to conventional cytotoixcs or endocrine therapies using a ctDNA assay allows the development of a clinically-applicable, molecular, blood-based test for selection of the optimal treatment for individual, progressing CRPC patients. This will change the treatment paradigm and subsequently health service policies by introducing patient stratification for treatment selection based on selected biomarkers of response and resistance.
4. Prostate cancer patients and their families:
The fellowship and associated activities will impact upon prostate cancer patients and their families. The fellowship will aim to identify why a group of patients develop drug resistance to conventional cytotoxics and endocrine therapies using ctDNA, which is a simple non-invasive blood test. This will impact on patients' quality of life by stratifying patients to the right treatment and therefore sparing toxicities associated with treatments that are ineffective. More critically, it will identify therapeutic targets that improve the survival of this cohort of patients.
People |
ORCID iD |
Anuradha Jayaram (Principal Investigator / Fellow) |
Publications
Conteduca V
(2019)
Plasma Androgen Receptor and Docetaxel for Metastatic Castration-resistant Prostate Cancer.
in European urology
González-Billalabeitia E
(2019)
Circulating tumor DNA in advanced prostate cancer: transitioning from discovery to a clinically implemented test.
in Prostate cancer and prostatic diseases
Jayaram A
(2018)
Plasma DNA and Metastatic Castration-Resistant Prostate Cancer: The Odyssey to a Clinical Biomarker Test.
in Cancer discovery
Jayaram A
(2021)
Plasma tumor gene conversions after one cycle abiraterone acetate for metastatic castration-resistant prostate cancer: a biomarker analysis of a multicenter international trial.
in Annals of oncology : official journal of the European Society for Medical Oncology
Jayaram A
(2019)
Plasma Androgen Receptor Copy Number Status at Emergence of Metastatic Castration-Resistant Prostate Cancer: A Pooled Multicohort Analysis.
in JCO precision oncology
Jayaram Anuradha Krishna
(2021)
Leveraging circulating tumour DNA to dissect the evolutionary genomic dynamics of drug resistance in prostate cancer
Romero-Laorden N
(2018)
Phase II pilot study of the prednisone to dexamethasone switch in metastatic castration-resistant prostate cancer (mCRPC) patients with limited progression on abiraterone plus prednisone (SWITCH study).
in British journal of cancer
Wu A
(2020)
Genome-wide plasma DNA methylation features of metastatic prostate cancer.
in The Journal of clinical investigation
Description | Url-oncology education series |
Geographic Reach | Local/Municipal/Regional |
Policy Influence Type | Influenced training of practitioners or researchers |
Impact | The nursing staff, research nurses and pharmacy team in the Uro-oncology team have fed back that there was a gap with regards the rapidly changing treatment and data landscape. In view of this, I have commenced bi-monthly teaching sessions in uro-onoclogy and incorporating current clinical practice and the current data and how this fits with our practice and where new trials fit in |
Description | PCUK |
Amount | £1,000,000 (GBP) |
Organisation | Prostate Cancer UK |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 07/2016 |
End | 08/2020 |
Description | Prostate Cancer Foundation Young Investigator Award |
Amount | $225,000 (USD) |
Funding ID | ID #19YOUN25 |
Organisation | Prostate Cancer Foundation |
Sector | Charity/Non Profit |
Country | Global |
Start | 08/2019 |
End | 08/2022 |
Title | AR Breakpoint Probe |
Description | We are currently studying whether metastasis have the same genomic change suggesting that there is clonal seeding of metastasis and likely secondary to survival of cells from treatment. I am currently developing a patient specific probe to interrogate this |
Type Of Material | Model of mechanisms or symptoms - human |
Year Produced | 2018 |
Provided To Others? | No |
Impact | If this hypothesis proves true - this would suggest that there is no heterogeneity when it comes to metastases and with regards AR. Which could mean that we can just biopsy one metastasis and that will provide the genomic picture for the patient with regards AR |
Title | Targeted NGS |
Description | Optimising targeted next generation sequencing platform utilising unique molecular identifiers on plasma DNA samples from prostate cancer patients. This is a novel technique and will help reduce false negative and false positive calls. |
Type Of Material | Biological samples |
Provided To Others? | No |
Impact | This will improve our ability to accurately call variants with a higher sensitivity and specificity |
Title | Whole genome sequencing |
Description | Performed whole genome sequencing on fresh frozen samples. Samples were fragmented using ultrasound based fragmentation and whole genomes were generated with NEB kit |
Type Of Material | Biological samples |
Year Produced | 2018 |
Provided To Others? | No |
Impact | We are able to identify a potential cause for disease and progression in prostate cancer |
Description | Cascade |
Organisation | Peter MacCallum Cancer Centre |
Country | Australia |
Sector | Academic/University |
PI Contribution | Collaborating on a rapid warm autopsy project. Samples are currently being processed for whole genome sequencing and we have not received more tumour samples from the 6th patient on this programme |
Collaborator Contribution | Providing us with multiple metastases from an individual patient |
Impact | Currently the paper is still in progress and has yet to be submitted for publication |
Start Year | 2016 |
Description | PARADIGM Study - Collaboration with Astellas |
Organisation | Astellas Pharma |
Department | Astellas Pharma UK |
Country | United Kingdom |
Sector | Private |
PI Contribution | The PARADIGM study was designed by me. The protocol was developed at the FLIMS Methods of Clinical Cancer Research retreat. My supervisor and I received a grant from Prostate cancer UK to develop and open the study and subsequently we approached ASTELLAS to sponsor another arm of the study - PARADIGM-E |
Collaborator Contribution | No contributions made by partners |
Impact | No outputs as yet |
Start Year | 2020 |
Description | ctDNA Taxane Project |
Organisation | Romagnolo Scientific Institute for the Study and Treatment of Tumors |
Country | Italy |
Sector | Hospitals |
PI Contribution | Through this collaboration - The institute in Italy sends cfDNA plasma samples to us at the ICR. Along with their fellow Dr Conteduca we have been performing ddPCR experiments to assess plasma AR status and outcomes on current treatments for prostate cancer |
Collaborator Contribution | 1. Androgen receptor gene status in plasma DNA associates with worse outcome on enzalutamide or abiraterone for castration-resistant prostate cancer: a multi-institution correlative biomarker study - Published at annals of oncology 2. We are currently in the process of writing a manuscript which reports the associations of plasma AR status and taxmen chemotherapy |
Impact | 1. Androgen receptor gene status in plasma DNA associates with worse outcome on enzalutamide or abiraterone for castration-resistant prostate cancer: a multi-institution correlative biomarker study - Published at annals of oncology 2. We are currently in the process of writing a manuscript which reports the associations of plasma AR status and taxmen chemotherapy |
Start Year | 2016 |
Title | PARADIGM |
Description | We are in the process of running a clinical trial to test the utility of plasma androgen receptor DNA (using a minimally invasive technique) to stratify patients to either oral AR targeting agents versus chemotherapy. We have received funding from prostate cancer uk and currently we are in the process of developing the clinical trial design. The study will hopefully run in a number of centres in the UK |
Type | Support Tool - For Medical Intervention |
Current Stage Of Development | Initial development |
Year Development Stage Completed | 2017 |
Development Status | Under active development/distribution |
Impact | NA |
Description | Optimising Treatment in Prostate Cancer |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Professional Practitioners |
Results and Impact | A talk was given at a prostate cancer meeting that was attended by practising oncologists, registrars, nurses and phd students. The conference was aimed at updates on the current practice and new areas of translational research. I presented a talk on liquid biopsies and its applicability in prostate cancer management which received a lot of interest. |
Year(s) Of Engagement Activity | 2016 |
Description | Prostate Cancer Event at University College London -"It's All Academic" |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Patients, carers and/or patient groups |
Results and Impact | Delivering science to donors and patients and the research that is taking place in the institution |
Year(s) Of Engagement Activity | 2018 |
Description | Visitor of the Science Minister to our lab |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Policymakers/politicians |
Results and Impact | The Minister of Science visited our lab and we introduced him to the work that we do. He was also joined by CRUK |
Year(s) Of Engagement Activity | 2018 |