Tag

Tagged: genome sequencing

Sponsored
4 years, 6 months ago

A new comprehensive gene-based breast cancer prediction device

HealthPad
Directory:
Cancer
Tags:
BRCA genes
breast cancer
cancer genetics
cancer prediction
commentary
genome sequencing
mammography
  • CanRisk is a new online gene-based health-risk evaluation algorithm for detecting breast cancer
  • It identifies people with different levels of risk of breast cancer, not just those at high risk
  • As the infotech and biotech revolutions merge expect authority in medicine to be transferred to algorithms
  • CanRisk has the potential to provide a cheap, rapid, non-invasive, highly sensitive and accurate diagnosis before symptoms present
  • Breast cancer is the most common cancer in women worldwide and is the 5th most common cause of death from cancer in women
  • Currently mammography screening, which has a sensitivity between 72% and 87%, is the gold standard for preventing and controlling breast cancer
  • For every death from breast cancer that is prevented by screening, it is estimated there will be three false-positive cases that are detected and treated unnecessarily
  • Lack of resources do not support breast cancer screening in many regions of the world where the incidence rates of the disease are rapidly increasing
  • In the near-term expect interest in the CanRisk algorithm to increase
 
 A new comprehensive gene-based breast cancer prediction device

 
A new online gene-based health-risk evaluation device called CanRisk has the potential to identify women with different levels of risk of breast cancer; not just women who are at high risk. Predicated on a comprehensive algorithm, CanRisk is one of several innovations currently in development, which include novel methods for predicting the recurrence of breast cancer, a new class of molecules that aim to halt or destroy breast cancer, and liquid biopsies, which determine the presence and recurrent risk of the disease through the detection of tumour cells in peoples’ blood.
 
Although over the past two decades there have been significant improvements in the detection and treatment of breast cancer, the disease remains the most common cancer in women worldwide, with some 1.7m new cases diagnosed each year, which account for about 25% of all cancers in women and it is the fifth most common cause of death from cancer in women, with over 0.52m deaths each year.
 
Game changer for breast cancer
 
Findings of CanRisk were reported in the January 2019 edition of Genetics in Medicine. Findings of a less comprehensive version of the device’s algorithm were published in the July 2016 edition of the same journal. Commenting on the 2019 study, Antonis Antoniou, Professor of Cancer Risk Prediction at the University of Cambridge and lead author of the two studies said: "This is the first time that anyone has combined so many elements into one breast cancer prediction tool. It could be a game changer for breast cancer and help doctors to tailor the care they provide depending on their patients' level of risk”.
 
When fully developed and approved, CanRisk will be well positioned to provide a cheap, rapid, non-invasive, highly sensitive and accurate diagnostic test to detect breast cancer early in people with diverse levels of risk. This might be expected to provide an alternative to the current gold standard population-based mammography screening and assist in making a significant dent in the vast and escalating global burden of the disease.
 
In this Commentary
 
This Commentary describes the algorithm that drives CanRisk, which benefits from the increasing availability of vast and growing amounts of genomic and other personal data and significant advances in genomic sequencing technologies. The confluence of these two phenomena facilitates and enhances the quality and speed of data analysis and drives the development of new and innovative diagnostic and prognostic cancer technologies. The fact that CanRisk is based on UK data and its algorithm is available to researchers globally, presents a potential  opportunity for medical research organizations in emerging regions of the world where the burden of breast cancer is increasing. The Commentary briefly describes the heterogeneous nature of breast cancer and highlights some of its complexities and risk factors. Originally perceived as a Western disease, breast cancer is growing rapidly in Asia and other regions of the world where it tends to be detected late and managed less effectively. Developed economies prevent and manage breast cancer through well-established population-based mammography screening programs. Because of  the lack of resources,  such screening programs are not widely available in low to middle income countries (LMIC). As the infotech and biotech revolutions merge expect authority in medicine to be transferred to Big Data algorithms such as CanRisk. This not only could provide an alternative to gold standard mammography screening, but also provide a cheap and effective device for use in developing nations where the burden of breast cancer is significant and increasing.
 
CanRisk: a world first
 
CanRisk, developed by members of the Centre for Cancer Genetic Epidemiology at the University of Cambridge, UK, takes advantage of discoveries in both cancer genomics and epidemiology and aims to become a popular device used by primary care physicians, in consultation with their patients, to effectively assess patients’ diverse levels of risk of developing breast cancer. The device is predicated on an algorithm called BOADICEA (the Breast and Ovarian Analysis of Disease Incidence and Carrier Estimation Algorithm). This is the world’s first polygenic breast cancer risk model and the only one to-date, which is available to the international research community. Also, it is the first breast cancer risk model to incorporate pathology data and population-specific cancer incidences in risk calculations. The algorithm accounts for over 300 genetic risk factors, including BRCA1, [BReast CAncer gene] BRCA2, PALB2, CHEK2, and ATM, which are genes that have been found to impact a person’s chances of developing breast cancer. The device uses a Polygenic Risk Score (PRS) based on 313 single-nucleotide polymorphisms (SNPs), [SNPs, pronounced ‘snips’, are the most common types of genetic variation in people. Each SNP represents a difference in a single DNA building block and is called a nucleotide] which explains 20% of breast cancer polygenic variance. CanRisk also includes a residual polygenic component, which accounts for other genetic/familial effects; known lifestyle/hormonal/reproductive risk factors and mammographic density [Dense breast tissue can make it harder to evaluate mammographic results and may also be associated with an increased risk of breast cancer].

 

Authority increasingly being transferred to algorithms
 
Over the past two decades we have increasingly learnt to accept the authority of Big Data algorithms. For example, without question we expect algorithms to give us directions, tell us what movies to watch, who to date, what clothes to wear, where to go on holiday, what flight to take, what hotel to stay in and where to eat. We are  comfortable with algorithms assigning us our credit rating, limiting our overdraft and capping our payments. Furthermore, we are beginning to accept the authority of algorithms in medicine. For example, we are gradually replacing the authority of primary care doctors with algorithms that can diagnose common diseases more accurately and more cost effectively.


You might also be interested in:

China’s rising MedTech industry and the dilemma facing Western companies
In December 2018, for the first time in history, the US FDA approved an algorithm to diagnose patients without a doctor’s interpretation. The algorithm, called IDx-DR, detects diabetic retinopathy by analysing images of the back of the eye. Indeed, we are living on the cusp of history when the twin revolutions of information technology and biotechnology are merging and providing the basis for us to transfer authority in medicine to algorithms. In the next two decades, it seems reasonable to assume that it will become common practice to accept the authority of algorithms such as CanRisk, which will inform us that we are suffering from a medical condition long before we present any signs or symptoms.
 
Increasing supply of data
 
CanRisk takes advantage of the fact that genetic and other risk factor data are becoming more easily available in clinical practice through electronic health records, biometric sensors that convert biological processes into electronic information, which computers can store and analyse, cost-effective high speed, high capacity genomic sequencing technologies, and efforts such as the 100,000 Genomes Project. A UK Government sponsored initiative completed in December 2018, which collected, stored and analysed data from the genomes and medical records of 85,000 NHS England patients affected by cancer or rare disease. Genomics England, which is wholly owned by the UK’s Department of Health, was set up in 2003 to deliver the project. Because CanRisk solely is based on UK population data, its findings are likely to be more applicable to similarly developed Western populations, and less so to populations in other regions of the world. This provides a potential opportunity for international organizations interested in early breast cancer diagnosis. 
 
International sequencing projects
 
The UK’s genomes project is part of a much larger rapidly growing and dynamic global genomics market comprised of data and gene sequencing technologies. 100,000 genomes have been the goal of several other nations interested in improving their healthcare - and lowering costs  - by carrying out precision medicine based on insights from sequencing data. Currently the global genomics market is estimated to be about US$19bn and projected to reach US$41bn by 2025. The market is driven by increasing government funding, the consequent rise  in the number of genomics projects, decreasing gene sequencing costs, growing application areas of genomics and the entry and fast growth of commercial players.

China has become the world’s leader in genomic sequencing. In 2010, the Beijing Genomics Institute (BGI) in Shenzhen was understood to be hosting a higher sequencing capacity than that of the entire US. While most government projects aim to sequence 100,000 genomes, China’s sequencing program is set to sequence 1m human genomes, which include subgroups of 50,000 people, each with specific conditions such as cancer or metabolic disease. The data will also include cohorts from different regions of China, which will facilitate “the analysis of different genetic backgrounds of subpopulations”.
 
Revolution in genome sequencing
 
The first human genome project began in 1990, took 13 years and about US$1bn to complete. The last two decades have seen a revolution in genome sequencing with dramatic increases in its speed and efficiency coupled with massive reductions in cost. Genomic sequencing has proved its usefulness as a diagnostic and prognostic tool. Today it is possible to get your genome sequenced for around US$1,000 in a few days and delivered by  post from firms such as Dante Labs and 24 Genetics in Europe, and Veritas Genetics and Sure Genomics in the US.
 
Breast cancer
 
Returning to breast cancer. It is important to note that the disease is not one, but  a group of conditions that manifest themselves with maladies in the same organ. Breasts are comprised of three main parts: lobules, which produce milk; ducts, which carry milk to the nipples; and fibrous and fatty connective tissue, which hold everything together. The type of breast cancer depends on which cells in the breast mutate, but most breast cancers begin in the ducts or lobules. Some mutated cells in the breast may never spread, however, most breast cancers tend to be invasive and may present with a number of different characteristics in terms of hardness and shape, which can provide some indication of their likely progression. Breast cancer can spread outside the breast through blood and lymph vessels. Further, there are significant differences in breast cancer at the genetic level. A study published in the April 2012 edition of Nature compared the genetic makeup of breast cancer tumour samples with their other characteristics for some 2,000 women, for whom information about the tumour characteristics had been meticulously recorded; and identified at least 10 distinct sub-types of breast cancer, each with its own unique characteristics. Although the study contributed to how breast cancer is diagnosed, classified and treated, in practice certain characteristics of these tumours were already known and tested for: most notably cellular receptors for estrogen, and progesterone, which are the two most significant steroid hormones responsible for various female characteristics. Their presence or absence generally suggests the potential utility of additional medication to accompany surgery, radiotherapy and chemotherapy.
 
Despite population screening and advanced therapies breast cancer remains a killer disease
 
Let us briefly consider breast cancer in the world’s most advanced and wealthiest nation: the US. Although there have been significant improvements in the detection and treatment of breast cancer in the US; still about 1 in 8 American women will develop an invasive type of the disease over the course of her lifetime. In 2019, an estimated 268,600 new cases of invasive breast cancer are expected to be diagnosed in the US, along with 62,930 new cases of non-invasive (in situ) breast cancer. Breast cancer death rates for women in the US are higher than those for any other cancer, besides lung cancer. As of January 2019, there were more than 3.1m women with a history of breast cancer in the US. Although breast cancer death rates in the US have been decreasing over the past three decades and women under 50 have experienced larger decreases, still some 41,760 are expected to die in 2019 from the disease. About 2,670 new cases of invasive breast cancer are expected to be diagnosed in men in the US in 2019 where a man’s lifetime risk of breast cancer is about 1 in 883.
 
Breast cancer challenges in Singapore
 
There are also breast cancer challenges in wealthy non-Western developed economies such as Singapore. Over the past four decades, the incidence of breast cancer in Singapore has more than doubled: from 25 to 65 per 100,000 women. Breast cancer is not just the most common cancer for Singaporean women, accounting for one in three cancers in women, but it is also the top killer. Data reported in the country’s Cancer Registry showed that 2,105 women died of the disease between 2011 and 2015. Notwithstanding, Singapore has extensive awareness-raising programs; population-wide mammography screening; excellent, multi-disciplinary primary and long-term care and improving palliative care, which have contributed to a significant increase in the survival rates of breast cancer patients. However, a substantial proportion of Singaporean women still appear to have a patchy knowledge of aspects of the disease, which leads to comparatively low participation rates in the nation’s breast cancer screening services, and this contributes to late presentation of the disease when it is more difficult to cure and more challenging to treat.

You might also be interested in:

Breast cancer and harmful BRCA gene mutations


AstraZeneca’s strategy to target early cancer
Breast cancer growing rapidly in Asia
 
Breast cancer was once largely confined to developed Western countries and Australasia, but it has now become the most common cancer in Asia. Although Asian data on breast cancer are patchy, an Economist Intelligence Unit report, suggests that, “since the 1990s, increases in the incidence of breast cancer in Asia, as measured by age-standardised rates (ASRs), is four to eight times that of the global average”. Indeed, as younger cohorts of Asian women age and adopt Western diets and lifestyles (particularly fertility patterns, such as later first childbirth and shorter breast feeding), breast cancer incidence rates in Asia look set to converge with the much higher ones in the West. Further, in LMIC breast cancer is increasing at a more rapid rate than in the West and has become a significant healthcare challenge: 50% of breast cancer cases and 58% of deaths from the disease occur in LMIC.
 The significance of early detection
 
The good news is that if caught in its early stages, breast cancer can be treated effectively, with high survival rates. The average 5-year survival rate for women with invasive breast cancer is 90%. The average 10-year survival rate is 83%. If the cancer is located only in the breast, the 5-year survival rate of women with breast cancer is 99%. In all types of the disease early detection is the cornerstone of breast cancer control.
 
 Gold standard breast cancer mammography screening
 
The current gold standard for preventing and controlling breast cancer is population-based mammography screening. This is a non-invasive process that uses an x-ray of the breast to look for disease in women who do not have symptoms. The method has reasonable sensitivity (72%–87%) that increases with age and allows for the early detection of breast cancer, which helps increase survival, especially in women between 50 and 70. Notwithstanding, mammograms are not pleasant as the breast is squashed between two metal plates and further some women may find mammograms embarrassing.
 
Success of population-based mammography screening
 
Following a landmark Swedish study that began in 1977 mammography screening has been adopted in more than 26 developed countries worldwide. Findings of the study, reported in a 1989 edition of the Journal of Epidemiology and Community Health, suggested that mortality from breast cancer dropped 31% after screening of women aged 39 to 74. More recent findings of the UK screening program published in the June 2013 edition of the British Journal of Cancer, suggested mortality rates from breast cancer were reduced by 20% in the screened group compared to the unscreened group across all age groups. A study published in 2018 in Cancer, which tracked 52,438 Swedish women aged 40-69 from 1977 to 2015, suggested that regular mammograms contributed to a 60% decrease in breast cancer death during the first 10-years of diagnosis, and a 47% reduced risk within 20-years. Research has shown that mammography has relatively little benefit for women under 50.
 
Diverging views about mammography screening
 
Despite evidence to support the benefits of population-based mammography screening, there are diverging views among healthcare professionals about the impact of several decades of high levels of screening. Some argue that traditional mammography screening stretches finite resources and is not cost-effective because the majority of people who undergo screening do not have cancer and may never go on to develop it. Others suggest that there are significant uncertainties about the magnitude of the harms from mammography screening especially associated with false positives (a test result, which wrongly indicates that breast cancer is present).

Challenges of mammography screening
 
The sensitivity of mammography is between 72% and 87%, but is higher in women over 50 and in women with fatty rather than dense breasts. Dense breast tissue can make it harder to evaluate results of a mammogram. According to the Marmot review, for every death from breast cancer that is prevented by screening, it is estimated there will be three over-diagnosed or false-positive cases that are detected and treated unnecessarily. The chance of having a false positive result after one mammogram ranges from 7% to 12%, depending on age (younger women are more likely to have false positive results). After 10 yearly mammograms, the chance of having a false positive is about 50-60%. The more mammograms a woman has, the more likely it is she will have a false positive result. This makes it difficult for doctors to weigh and communicate the benefits and risks of mammography screening programs and fuels interest in innovations such as CanRisk.
 
Takeaways
 
Mammography screening for breast cancer is not 100% accurate. Further, knowhow, trained healthcare professionals and significant resources are required to effectively implement and manage a well-organized and sustainable breast cancer screening program that targets the right population group and ensures effective coordination and quality of actions across the whole continuum of care. These attributes tend to exist only in developed wealthy countries. CanRisk, and other innovative breast cancer early diagnostic devices under development, offer the potential for cheap, rapid, reliable and exquisitely accurate diagnosis that can be easily used in primary care settings throughout the world. In time, as authority in medicine passes to algorithms, expect these new and innovative devices to replace mammography screening in wealthy countries and quickly become devices of choice in developing economies and significantly dent the vast and rapidly growing global burden of breast cancer.
view in full page
6 years, 7 months ago

The global competition to translate genomic data into personal medical therapies - PART 1

HealthPad
Directory:
Cancer
Tags:
cancer genomics
commentary
DNA testing
genome sequencing
genomic data
genomics
human genome project
large-scale data management
personalised medicine

 

 
  • In 2003 the US first discovered the genome and became the preeminent nation in genomics
  • This could change
  • World power and influence have moved East
  • China has invested heavily in genomic technologies and established itself as a significant competitive force in precision medicine
  • Ownership of intellectual property and knowhow is key to driving national wealth 
 

The global competition to translate genomic data into personal medical therapies

 

PART 1

Professor Dame Sally Davies, England’s Chief Medical Officer, is right. (Genomics) “has the potential to change medicine forever. . . . The age of precision medicine is now, and the NHS must act fast to keep its place at the forefront of global science.”
 
It is doubtful whether the UK will be able to maintain its place as a global frontrunner in genomics and personalized medicine. It is even doubtful whether the US, the first nation to discover the genome, and which became preeminent in genomic research, will be able to maintain its position. China, with its well-funded strategy to become the world’s leader in genomics and targeted therapies, is likely to usurp the UK and the US in the next decade.
 
This Commentary is in 2 parts. Part 1 provides a brief description of the global scientific competition between nation states to turn genomic data into medical benefits. China’s rise, which is described, could have significant implications for the future ownership of medical innovations, data protection, and bio-security. Part 2, which follows in 2 weeks, describes some of the ethical, privacy, human capital and economic challenges associated with transforming genomic data into effective personal therapies.
  
Turning genomic data into medical benefits
 
Turning genomic data into medical benefits is very demanding. It requires a committed government willing and able to spend billions, a deep understanding of the relationship between genes and physiological traits, next generation sequencing technologies, artificial intelligence (AI) systems to identify patterns in petabytes (1 petabyte is equivalent to 1m gigabytes) of complex data, world-class bio-informaticians, who are in short supply; comprehensive and sophisticated bio depositories, a living bio bank, a secure data center, digitization synthesis and editing platforms, and petabytes of both genomic, clinical, and personal data. Before describing how the UK, US and China are endeavoring to transform genomic data into personal medicine, let us refresh our understanding of genomics.
  
Genomics, the Human Genomic Project and epigenetics
 
It is widely understood that your genes are responsible for passing specific features or diseases from one generation to the next via DNA, and genetics is the study of the way this is done. However, it is less widely known that your genes are influenced by environmental and other factors. Scientists have demonstrated that inherited genes are not static, and lifestyles and environmental factors can precipitate a chemical reaction within your body that could permanently alter the way your genes react. This environmentally triggered gene expression, or epigenetic imprint, can be bad, such as a disease; or good, such as a tolerant predisposition. Epigenetics is still developing as an area of research, but it has demonstrated that preventing and managing disease is as much to do with lifestyles and the environment, as it is to do with inherited genes and drugs. If environmental exposure can trigger a chemical change in your genes that results in the onset of disease, then scientists might be able to pharmacologically manipulate the same mechanisms in order to reverse the disease.
 
DNA is constantly subject to mutations, which can lead to missing or malformed proteins, and that can lead to disease. You all start your lives with some mutations, which are inherited from your parents, and are called germ-line mutations. However, you can also acquire mutations during your lifetime. Some happen during cell division, when DNA gets duplicated, other mutations are caused when environmental factors including, UV radiation, chemicals, and viruses damage DNA.

You have a complete set of genes in almost every healthy cell in your body. One set of all these genes, (plus the DNA between them), is called a genome. The genome is the collection of 20,000 genes, including 3.2bn letters of DNA, which make up an individual. We all share about 99.8% of the genome. The secrets of your individuality, and also of the diseases you are prone to, lie in the other 0.2%, which is about 3 or 4m letters of DNA. The genome is known as ‘the blueprint’ of life’, and genomics is the study of the whole genome, and how it works. Whole genome sequencing (WGS) is the process of determining the complete DNA sequence of an organism's genome at a point in time.
 
‘The Human Genome Project’ officially began in 1990 as an international research effort to determine a complete and accurate sequence of the 3bn DNA base pairs, which make up the human genome, and to find all of the estimated 20 to 25,000 human genes. The project was completed in April 2003. This first sequencing of the human genome took 13 years and cost some US$3bn. Today, it takes a couple of days to sequence a genome, and costs range from US$260 for targeted sequencing to some US$4,000 for WGS. Despite the rapidly improving capacity to read, sequence and edit the information contained in the human genome, we still do not understand most of the genome’s functions and how they impact our physiology and health.
 
Roger Kornberg explains the importance of genomics
 
Roger Kornberg, Professor of Structural Biology at Stanford University, and 2006 Nobel Laureate for Chemistry, explains the significance of sequencing the human genome, “The determination of the human genome sequence and the associated activity called genomics; and the purposes for which they may be put for medical uses, takes several forms. The knowledge of the sequence enables us to identify every component of the body responsible for all of the processes of life. In particular, to identify any component that is either defective or whose activity we may adjust to address a problem or a condition. So the human genome sequence makes available to us the entire array of potential targets for drug development. . . . . The second way in which the sequence and the associated science of genomics play an important role is in regard to individual variations. Not every human genome sequence is the same. There is a wide variation, which in the first instance is manifest in our different appearances and capabilities. But it goes far deeper because it is also reflected in our different responses to invasion by microorganisms, to the development of cancer and to our susceptibility to disease in general. It will ultimately be possible, by analyzing individual genome sequences to construct a profile of such susceptibilities for every individual, a profile of the response to pharmaceuticals for every individual, and thus to tailor medicines to the needs of individuals.” See video below.
 
 
UK’s endeavors to transform genomic data into personal therapies

In 2013 the UK government set up Genomics England, a company charged with sequencing 100,000 whole genomes by 2017. In 2014, the government announced a £78m deal with Illumina, a US sequencing company, to provide Genomics England with next generation whole genome sequencing services. At the same time the Wellcome Trust invested £27m in a state-of-the-art sequencing hub to enable Genomics England to become part of the Wellcome Trust’s Genome Campus in Hinxton, near Cambridge, England. In 2015, the UK government pledged £215m to Genomics England.
 
DNA testing and cancer
“DNA sequencing is simply the process of reading the code that is in any organism . . . It’s essentially a technology that allows us to extract DNA from a cell, or many cells, pass it through a sophisticated machine and read out the sequence for that organism or individual,” says David Bowtell, Professor and Head of the Cancer Genomics and Genetics Program at the Peter MacCallum Cancer Centre, Melbourne, Australia; see video below. “DNA testing has becomeincreasingly widespread because advances in technology have made the opportunity to sequence the DNA of individuals affordable and rapid  . . . DNA testing in the context of cancer can be useful to identify a genetic risk of cancer, and to help clinicians make therapeutic decisions for someone who has cancer,” says Bowtell, see video below.
 

What is DNA sequencing?


What are the advanteges of a person having a DNA test?

Need for National Genome Board
Despite significant investments by the UK government, Professor Davies, England’s Chief Medical Officer, complained in her 2017 Annual Report that genomic testing in the UK is like a “cottage industry” and recommended setting up a new National Genome Board tasked with making whole genome sequencing (WGS) standard practice in the NHS across cancer care, as well as some other areas of medicine, within the next 5 years.
 
USA’s endeavors to transform genomic data into personal therapies

In early 2015 President Obama announced plans to launch a $215m public-private precision medicine initiative, which involved the health records and DNA of 1m people, to leverage advances in genomics with the intention of accelerating biomedical discoveries in the hope of yielding more personalized medical treatments for patients. A White House spokesperson described this as “a game changer that holds the potential to revolutionize how we approach health in the US and around the world.”
 
Data management challenges
The American plan did not seek to create a single bio-bank, but instead chose a distributive approach that combines data from over 200 large on-going health studies, which together involves some 2m people. The ability of computer systems or software to exchange and make use of information stored in such diverse medical records, and numerous gene databases presents a significant challenge for the US plan. According to Bowtell, “Data sharing is widespread in an ethically appropriate way between research institutions and clinical groups. The main obstacles to more effective sharing of information are the very substantial informatics challenges. Often health systems have their own particular ways of coding information, which are not cross compatible between different jurisdictions. Hospitals are limited in their ability to capture information because it takes time and effort. Often information that could be useful to researchers, and ultimately to patients, is lost, just because the data are not being systematically collected.” See video below.
 
 
 
China’s endeavors to transform genomic data into personal therapies

In 2016, the Chinese government launched a US$9bn-15-year endeavor aimed at turning China into a global scientific leader by harnessing computing and AI technologies for interpreting genomic and health data.  This positions China to eclipse similar UK and US initiatives.
 
Virtuous circle
Transforming genomic data to medical therapies is more than a numbers race. Chinese scientists are gaining access to ever growing amounts of human genomic data, and developing the machine-learning capabilities required to transform these data into sophisticated diagnostics and therapeutics, which are expected to drive the economy of the future.  The more genomic data a nation has the better its potential clinical outcomes. The better a nation’s clinical outcomes the more data a nation can collect. The more data a nation collects the more talent a nation attracts. The more talent a nation attracts the better its clinical outcomes.
 
The Beijing Genomics Institute
In 2010 China became the global leader in DNA sequencing because of one company: the Beijing Genomics Institute (BGI), which was created in 1999 as a non-governmental independent research institute, then affiliated to the Chinese Academy of Sciences, in order to participate in the Human Genome Project as China's representative. In 2010, BGI received US$1.5bn from the China Development Bank, and established branches in the US and Europe. In 2011 BGI employed 4,000 scientists and technicians. While BGI has had a chequered history, today it is one of the world’s most comprehensive and sophisticated bio depositories.

The China National GeneBank
In 2016 BGI-Shenzhen established the China National GeneBank (CNGB) on a 47,500sq.m site. This is the first national gene bank to integrate a large-scale bio-repository and a genomic database, with a goal of enabling breakthroughs in human health research. The gene-bank is supported by BGI’s high-throughput sequencing and bio-informatics capacity, and will not only provide a repository for biological collection, but more importantly, it is expected to develop a novel platform to further understand genomic mechanisms of life. During the first phase of its development the CNGB will have saved more than 10m bio-samples, and have storage capacity for 20 petabytes (20m gigabytes) of data, which are expected to increase to 500 petabytes in the second phase of its development. The CNGB represents the new generation of a genetic resource repository, bioinformatics database, knowledge database and a tool library, “to systematically store, read, understand, write, and apply genetic data,” says Mei Yonghong, its Director.

Whole-genome sequencing for $100
The CNGB could also help to bring down the cost of genomic sequencing. It is currently possible to sequence an individual's entire genome for under US$1,000, but the CNGB aims to reduce the price to US$152. Meanwhile, researchers at Complete Genomics, a US company acquired by BGI in 2013, which has developed and commercialized a DNA sequencing platform for human genome sequencing and analysis, are pushing the technology further to enable whole-genome sequencing for US$100 per sample. China's share of the world's sequencing-capacity is estimated to be between 20% and 30%, which is lower than when BGI was in its heyday, but expected to increase fast. “Sequencing capacity is rising rapidly everywhere, but it's rising more rapidly in China than anywhere else,” says Richard Daly, CEO, DNAnexus, a US company, which supplies cloud platforms for large-scale genomics data.

The intersection of genomics and AI
Making sense of 1m human genomes is a major challenge, says Professor Jian Wang, former BGI President and co-founder, who has started another company called iCarbonX. Also based in Shenzhen, the company is at the intersection of genomics and AI. iCarbonX has raised more than US$600m, and plans to collect genomic data from more than 1m people, and complement these data with other biological information including changes in levels of proteins and metabolites. This is expected to allow iCarbonX to develop a new digital ecosystem, comprised of billions of connections between huge amounts of individuals’ biological, medical, behavioural and psychological data in order to understand how their genes interact and mutate, how diseases and aging manifest themselves in cells over time, how everyday lifestyle choices affect morbidity, and how these personal susceptibilities play a role in a wide range of treatments.

iCarbonX is expected to gather data from brain imaging, biosensors, and smart toilets, which will allow real-time monitoring of urine and faeces. The Company’s goal is to be able to study the evolution of our genome as we age and design personalized health predictions such as susceptibilities to diseases and tailored treatment options. iCarbonX’s endeavours are expected to dwarf efforts by other US Internet giants at the intersection of genomics and AI.
 
Ethical challenges

China’s single-minded objective to turn its knowhow and experience of genome sequencing into personal targeted medical therapies has made it a significant global competitive force in life sciences. However, precision medicine’s potential to revolutionize advances in how we treat diseases confers on it moral and ethical obligations. For personal therapies to be effective, it is important that genomic data are complemented with clinical and other personal data. This combination of data is as personal as personal information gets. There could be potential harm to the tested individual and family if genomic information from testing is misused. Reconciling therapy and privacy is important, because privacy issues concerning patients' genomic data can slow or derail the progression of novel personal therapies to prevent and manage intractable diseases. The stakes are high in terms of biosecurity, as genomic research is both therapeutic and a strategic element of national security. While it is crucial to leverage genomic data for future health, economic and biodefense capital, these data will also have to be appropriately managed and protected. Part 2 of this Commentary dives into these challenges a little deeper, and describes some of China’s competitive advantages in the race to become the world’s preeminent nation in genomics and precision medicine. 
 
Takeaways

Despite the endeavours of the UK and US to remain at the forefront of the international competition to transform genomic data into personalized medical therapies for some of the worlds most common and intractable diseases, it seems reasonable to assume that China is on the cusp of becoming the most dominant nation in novel personalized treatments. Notwithstanding, China’s determination to assume the global frontrunner position in genomic science might have blunted its concerns for some of the ethical issues, which surround the life sciences. To the extent that this might be the case the future of humanity might well differ significantly from the generally accepted western vision. 
view in full page
6 years, 8 months ago

Improving ovarian cancer treatment - Part II

HealthPad
Directory:
Cancer
Tags:
cancer reasearch
chemoresistance
chemotherapeutic agents
commentary
gene testing
genetic profiling
genome sequencing
ovarian cancer
personalised medicine
  • A number of new studies on ovarian cancer show “promising” results for patients who develop chemo-resistance
  • A Dutch study uses conventional chemotherapeutics more intensively
  • Another study uses a new class of drug discovered by the UK’s Institute of Cancer Research
  • Genetic testing is playing an increasing role in the reduction of chemo-resistance
  • Since 2014 the Royal Marsden NHS Trust Hospital in London has employed genetic profiling of ovarian cancer patients
  • The UK’s Chief Medical Officer suggests that whole genome sequencing should become standard practice on the NHS across cancer care
  • A new class of chemotherapeutic agent is directed at targeting cancers with defective DNA-damage repair
  • Improvements in cancer care have been both scientific and organizational
  • Utilizing and sequencing the treatment options for ovarian cancer may have a significant impact on the overall survival rates of patients
  • Multidisciplinary teams are transforming ovarian cancer care 
 
Improving ovarian cancer treatment 

Part II

Part-1 described ovarian cancer, the difficulties of diagnosing the disease early, and the challenges of developing effective screening mechanisms for it in pre-symptomatic women. Here, in part-2, we report new studies, which hold out the prospect of improved treatment options for women living with ovarian cancer. Both Commentaries draw on some of the world’s most eminent ovarian cancer clinicians and scientists.
 
1

Established chemotherapy agents combined and used intensively

The first study we describe is Dutch, published in 2017 in the British Journal of Cancer. It reports findings of a pioneering type of intensive chemotherapy, which was effective in 80% of patients with advanced ovarian cancer and whose first line of chemotherapy had failed. Currently, such patients have few options because more than 50% do not respond to follow-up chemotherapy.
 
Intensive combinations
The study, led by Dr. Ronald de Wit, of the Rotterdam Cancer Institute, involved 98 patients who first responded to chemotherapy only later to relapse. Patients in the study were divided into three groups according to the severity of their condition, and treated with a combination of two well established chemotherapy agents:  cisplatin and etopside, but the new treatment used the drugs much more intensively than usual.
 
Usually, chemotherapy is delivered as a course of a number of 21-day sessions (cycles) over several months. Between cycles patients are given time to recover from the toxic side effects, including neurotoxicity, nephrotoxicity, ototoxicity, and chemotherapy-induced nausea and vomiting (CINV). In de Wit’s study the combined chemotherapy drugs were given intensively, on a weekly basis, along with drugs to prevent adverse side effects.
 
Findings
Among the group of women in de Wit’s study who were most seriously ill, 46% responded to the new treatment, compared with less than 15% for current therapies. The response rates of the two groups of women who were least ill to the new treatment were 92% and 91%. This compares to responses of 50% and 20 to 30% with standard therapies. Overall, 80% of the women's tumours shrank, and 43% showed a complete response, with all signs of their cancers disappearing.
 
Immediate benefit
"We were delighted by the success of the study. The new drug combination was highly effective at keeping women alive for longer, giving real hope to those who would otherwise have had very little . . . . We were worried the women would be too ill to cope with the treatment, but in fact, they suffered relatively few side effects. And since these drugs are readily available, there's no reason why women shouldn't start to benefit from them right away," says de Wit.
 
2
 
ONX-0801 study

The second study we report was presented at the 2017 American Society of Clinical Oncology (ASCO) meeting in Chicago. It describes findings of an experimental new treatment that was found to dramatically shrink advanced ovarian cancer tumors, which researchers suggest is, “much more than anything that has been achieved in the last 10 years”.
 
“Very promising” findings
Dr. Udai Banerji, the leader of the study, is the Deputy Director of Drug Development at the UK’s Institute of Cancer Research (ICR). Banerji and his team were testing a drug, known as ONX-0801, for safety, but found that tumors, in half of the 15 women studied, shrank during the trial. A response Banerji called, “highly unusual”, and “very promising”. The drug, which is, “a completely new mechanism of action,” could add, “upward of six months to the lives of patients with minimal side effects”. If further clinical studies prove the drug’s effectiveness, it could potentially be used in early-stage ovarian cancer where, “the impact on survival may be better,” says Banerji.
 
New class of drug
ONX-0801 is the first in a new class of drug discovered by the ICR, and tested with the Royal Marsden NHS Foundation Trust. It attacks ovarian cancer by mimicking folic acid in order to enter the cancer cells. The drug then kills these cells by blocking a molecule called thymidylate synthase. ONX-0801 could be effective in treating the large group of chemo-resistant sufferers for whom there are currently limited options. Additionally, because the new therapy targets cancer cells and does not affect surrounding healthy cells, there are fewer side effects. Further, experts have developed tests to detect the cells that respond positively to this new treatment, which means oncologists can identify those women who are likely to benefit from the therapy the most.
 
Cautious note
Although the study is said to be “very promising”, Michel Coleman, Professor of Epidemiology at the London School of Hygiene & Tropical Medicine, suggests caution in interpreting its findings as it is such a small study and while, “shrinkage of tumors is important . . . it is not the same as producing the hoped-for extension of survival for women with ovarian cancer.”
 
3
 
Genetic testing

Resistance to chemotherapy can be reduced by DNA testing to obtain an increased knowledge of the molecular mechanisms of ovarian cancer pathogenesis, which facilitate personalized therapies that target certain subtypes of the disease. “Some people choose to have DNA testing because either they have developed cancer or family members have,” says David Bowtell, Professor and Head of the Cancer Genomics and Genetics Program at Peter MacCallum Cancer Centre, Melbourne, Australia. “In the context of cancer, personalized medicine is the concept that we look into the cancer cell and understand for that person what specific genetic changes have occurred in their cancer. Based on those specific changes, for that person we then decide on a type of therapy, which is most appropriate for the genetic changes that have occurred in that cancer . . . . . Typically this involves taking a sample of the cancer, running it through DNA sequencing machines, and using bioinformatics to interpret the information. Then, the results, which include gene mutations need to be interpreted by a multidisciplinary team, in order to decide the best possible treatment options for that particular patient,” says Bowtell: see videos below.
.
 
How do genetic mutations translate into personalised medicine?


How is personalised medicine implemented?
 
Mainstreaming cancer genetics
Since 2014 the Royal Marsden NHS Trust Hospital in London has employed genetic profiling of ovarian cancer patients, and have used laboratories with enhanced genetic testing capabilities to streamline and speed up processing time, lower costs, and help meet the large and growing demand for rapid, accurate and affordable genetic testing. The program called, Mainstreaming Cancer Genetics, helps women cancer patients make critical decisions about their treatment options. Currently, fewer than 33% of patients are tested, but this study spearheaded the beginning of a significant change. In her 2017 Annual Report, Professor Dame Sally Davies, England’s Chief Medical Office suggested that within the next 5 years all cancer patients should be routinely offered DNA tests on the NHS to help them select the best personalized treatments.
 
Bringing genetic testing to patients
According to Nazneen Rahman, Professor and Head of the Division of Genetics and Epidemiology at the ICR, and Head of the Cancer Genetics Unit at the Royal Marsden Hospital, London, “There were two main problems with the traditional system for gene testing. Firstly, gene testing was slow and expensive, and secondly the process for accessing gene testing was slow and complex . . . . We used new DNA sequencing technology to make a fast, accurate, affordable cancer gene test, which is now used across the UK. We then simplified test eligibility and brought testing to patients in the cancer clinic, rather than making them have another appointment, often in another hospital.” 
 
More people benefiting from affordable rapid advanced genetic testing
Treatment strategies that improve the selectivity of current chemotherapy have the potential to make a dramatic impact on ovarian cancer patient outcomes. The Marsden is now offering genetic tests to three times more cancer patients a year than before the program started. The new pathway is faster, with results arriving within 4 weeks, as opposed to the previous 20-week waiting period. According to Rahman, “Many other centres across the country and internationally are adopting our mainstream gene testing approach. This will help many women with cancer and will prevent cancers in their relatives.” If the UK government acts on the recommendations of Davies, there could be a national center for genetic testing within the next 5 years.
 
4

PARP Inhibitors and personalized therapy
 
Since 2 seminal 2005 publications in Nature,  (Bryant et al, 2005; and Farmer et al, 2005) which reported the extremely high sensitivity of BRCA mutant cell lines to the enzyme poly (ADP-ribose) polymerase (PARP) inhibition, there has been a scientific race to exploit a new class of cancer drug called PARP inhibitors. The family of PARP inhibitors represents a widely researched and promising alternative for the targeted therapy of ovarian malignancies. Over the past few years, PARP inhibitors have successfully moved into clinical practice, and are now used to help improve progression-free survival in women with recurrent platinum-sensitive ovarian cancer.
 
Recent (PARP) approvals
In 2014, olaparib was the first PARP inhibitor to obtain EU approval as a treatment for ovarian cancer patients who had become resistant to platinum-based chemotherapy. In 2017, the FDA granted the drug ‘priority review’ as a maintenance therapy in relapsed patients with platinum-sensitive ovarian cancer while confirmatory studies are completed. In December 2016, the FDA granted ‘accelerated approval’ for rucaparib, another (PARP) inhibitor for the treatment of women with advanced ovarian cancers who have been treated with two or more chemotherapies, and whose tumors have specific BRCA gene mutations. 
 
Early in 2017, the drug niraparib was the first PARP inhibitor to be approved by the FDA for the maintenance treatment of adult patients with recurrent gynaecological cancers who are resistant to platinum-based chemotherapy.  The approval was based upon data from an international randomized, prospectively designed phase III clinical study, which enrolled 553 patients, and showed a clinically meaningful increase in progression-free survival (PFS) in women with recurrent ovarian cancer, regardless of BRCA mutation or biomarker status. In conjunction with the accelerated 2017 FDA approval for rucaparib, the FDA also approved a BRCA diagnostic test, which identifies patients with advanced ovarian cancer eligible for treatment with rucaparib.
 
New class of chemotherapies
PARP inhibitors may represent a potentially significant new class of chemotherapeutic agents directed at targeting cancers with defective DNA-damage repair. Currently, these drugs have a palliative indication for a relatively small cohort of patients. In order to widen the prospective patient population that would benefit from PARP inhibitors, predictive biomarkers based on a clearer understanding of the mechanism of action, and a better understanding of their toxicity profile will be required. Once this is achieved PARP inhibitors could to be employed in the curative, rather than the palliative setting.
 
5
 
The future of cancer care and multidisciplinary teams
 
According to Hani Gabra, Professor of Medical Oncology at Imperial College, London; and Head of AstraZeneca’s Oncology Discovery Unit, we now have “many options” for treating ovarian cancer. However, “how we utilize and sequence these options may have a significant impact on the overall survival of a patient. Better understanding of the disease through science is constantly turning up new options. For the first time in the last 5 years we are developing options in real time for patients. Patients almost are able to benefit from these options as they are relapsing from their disease. Keeping patients alive for longer allows them to access new treatments . . . It’s truly remarkable to see this in real time as a doctor,” says Gabra: see video.
 

A significant number of mostly private patients diagnosed with ovarian cancer draw comfort from the belief that they, “have the best oncologist”.  This view fails to grasp the challenges facing individual clinicians acting on their own to treat a devilishly complex disease such as ovarian cancer. “The main improvements in cancer care have been organizational and scientific.” says Gabra. “It is not enough to create new science and new treatments. It is also important to rigorously implement these. The most effective way to do this is via a ‘tumor board’ or a ‘multidisciplinary clinic or team’, where various specialists such as surgeons, radiotherapists, medical oncologists, pathologists, clinical nurse specialists, etc come together and discuss each individual patient. Such multidisciplinary discussion results in the best utilizations of currently available treatment options in the right sequence. It’s difficult to do this for a doctor acting on his or her own and making isolated decisions . . . Multidisciplinary decision-making has transformed cancer care,” says Gabra: see video.
 
 
Takeaways

This Commentary provides a flavor of some of the recent advances in ovarian cancer research and care, and suggests that treatment options have improved in the 4 years since Maurice Saatchi described ovarian cancer care as, “degrading, medieval and ineffective” leading “only to death”. However, it is worth stressing that care is both organizational and scientific, and multidisciplinary teams can transform care and prolong life.
view in full page