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    John Swinney ‘blindsided’ after UK Government blocks Chinese plan to open windfarm factory in Scotland

    John Swinney ‘blindsided’ after UK Government blocks Chinese plan to open windfarm factory in Scotland

    Scottish Labour needs sharp dividing lines with the SNP if they are to put up an election fight

    Scottish Labour needs sharp dividing lines with the SNP if they are to put up an election fight

    Prisoners dying in Scots jails reaches highest level in 14 years as overcrowding crisis continues

    Prisoners dying in Scots jails reaches highest level in 14 years as overcrowding crisis continues

    Anas Sarwar would revive Glasgow airport rail link project if Labour wins Holyrood election

    Anas Sarwar would revive Glasgow airport rail link project if Labour wins Holyrood election

    A public inquiry into grooming gangs in Scotland is a victory for survivors

    A public inquiry into grooming gangs in Scotland is a victory for survivors

    Retired Scots struggling to access pensions face ‘considerable financial distress’

    Retired Scots struggling to access pensions face ‘considerable financial distress’

    Glasgow council to hike tax by 5% and borrow £30m to tackle refugee homelessness crisis

    Glasgow council to hike tax by 5% and borrow £30m to tackle refugee homelessness crisis

    Peter Murrell court date postponed until after Scottish Parliament election

    Peter Murrell court date postponed until after Scottish Parliament election

    Scottish Labour MPs to hold ’emergency’ summit after Anas Sarwar demands Keir Starmer’s resignation

    Scottish Labour MPs to hold ’emergency’ summit after Anas Sarwar demands Keir Starmer’s resignation

    Scottish Labour spends nearly £80k promoting Anas Sarwar on social media ahead of Holyrood election

    Scottish Labour spends nearly £80k promoting Anas Sarwar on social media ahead of Holyrood election

    Trans prisoners to be banned from female jails if Scottish Labour wins election

    Trans prisoners to be banned from female jails if Scottish Labour wins election

    Scots braced for huge council tax rises as local authorities ‘struggling to cope’ with cost pressures

    Scots braced for huge council tax rises as local authorities ‘struggling to cope’ with cost pressures

  • Business

    Salesforce boss Marc Benioff joins Weev.

    What is a virtual office and why you need one in Central London – Your Company Formations Ltd

    What is a virtual office and why you need one in Central London – Your Company Formations Ltd

    Inflation rises again to new 40-year high

    Inflation rises again to new 40-year high

    Bank of England hikes interest rates to 1.25%

    Bank of England hikes interest rates to 1.25%

    Hiring activity in Scotland slows amid steep decline in staff availability

    Hiring activity in Scotland slows amid steep decline in staff availability

    Scottish retail footfall growth ‘worst in UK compared to pre-pandemic’

    Scottish retail footfall growth ‘worst in UK compared to pre-pandemic’

  • Sports
    Motherwell hammer SFA for four match ban bombshell as they hit out at ‘poor quality camera angles’

    Motherwell hammer SFA for four match ban bombshell as they hit out at ‘poor quality camera angles’

    The Danny Rohl moment that sparked Rangers rise of Mikey Moore as new hero reveals boss’ nine words of inspiration

    The Danny Rohl moment that sparked Rangers rise of Mikey Moore as new hero reveals boss’ nine words of inspiration

    Youssef Chermiti shirks Rangers ‘duty’ as Ibrox title hero measures performance drop off

    Youssef Chermiti shirks Rangers ‘duty’ as Ibrox title hero measures performance drop off

    Johnny Russell on verge of Dundee Utd transfer as striker undergoes medical ahead of emotional return

    Johnny Russell on verge of Dundee Utd transfer as striker undergoes medical ahead of emotional return

    Scott McTominay injury fear rockets as Napoli boss Antonio Conte delivers Scotland hero confession

    Scott McTominay injury fear rockets as Napoli boss Antonio Conte delivers Scotland hero confession

    The Rangers luxury Danny Rohl won’t be afforded as predicted XI for Livingston hinges on one thing

    The Rangers luxury Danny Rohl won’t be afforded as predicted XI for Livingston hinges on one thing

    Jed York finally breaks Rangers cover as 49ers kingpin names ‘special’ moment in rare interview

    Jed York finally breaks Rangers cover as 49ers kingpin names ‘special’ moment in rare interview

    What channel is Rangers vs Hearts? Live stream, TV and kick off details for Premiership blockbuster

    What channel is Rangers vs Hearts? Live stream, TV and kick off details for Premiership blockbuster

    Derek McInnes rips up Hearts script as Braga takes the lead and Ageu and Mato tasked with slapping down Hibs

    Derek McInnes rips up Hearts script as Braga takes the lead and Ageu and Mato tasked with slapping down Hibs

    Ex Rangers kid eyed for transfer that would see him follow in footsteps of Celtic legend Henrik Larsson

    Ex Rangers kid eyed for transfer that would see him follow in footsteps of Celtic legend Henrik Larsson

    Seven Celtic transfer headlines as Arne Engels subject of second mega bid and Mvuka aims to break Bodo ‘curse’

    Seven Celtic transfer headlines as Arne Engels subject of second mega bid and Mvuka aims to break Bodo ‘curse’

    Celtic transfer state of play on seven targets as Kasper Hogh deadline rips up signing rules for £7m striker

    Celtic transfer state of play on seven targets as Kasper Hogh deadline rips up signing rules for £7m striker

  • Technology
    People in these 16 Scottish places can get £140 off Sky’s 900Mb fibre broadband

    People in these 16 Scottish places can get £140 off Sky’s 900Mb fibre broadband

    My Apple Watch that’s the perfect gym companion is reduced in spring sale – but not for long

    My Apple Watch that’s the perfect gym companion is reduced in spring sale – but not for long

    Netflix users warned as 87 million devices to permanently lose access to platform next week

    Netflix users warned as 87 million devices to permanently lose access to platform next week

    “It’s sickening” The AI social media pages posting fake news about celebrities’ kids dying

    “It’s sickening” The AI social media pages posting fake news about celebrities’ kids dying

    Virgin Media to give free Wi-Fi upgrade to users – what you need to know

    Virgin Media to give free Wi-Fi upgrade to users – what you need to know

  • Health
    Dr Amir Khan issues health warning to anyone who feels ‘tired all the time’

    Dr Amir Khan issues health warning to anyone who feels ‘tired all the time’

    Health chiefs claim ‘no link to England outbreak’ after new meningococcal case

    Health chiefs claim ‘no link to England outbreak’ after new meningococcal case

    NHS GP Dr Amir Khan urges people to do 1 thing ‘every night’ to protect heart and lower stroke risk

    NHS GP Dr Amir Khan urges people to do 1 thing ‘every night’ to protect heart and lower stroke risk

    Mental health problem found to ease from playing one popular video game

    Mental health problem found to ease from playing one popular video game

    ‘Call 999’ if you have these 2 dangerous chest symptoms, NHS says

    ‘Call 999’ if you have these 2 dangerous chest symptoms, NHS says

  • Entertainment
    Supermarket Easter 2026 opening times across Scotland for Aldi, Lidl, Tesco and more

    Supermarket Easter 2026 opening times across Scotland for Aldi, Lidl, Tesco and more

    Dusk sale slashes £51 off ‘eye-catching’ storage unit that ‘everybody loves’

    Dusk sale slashes £51 off ‘eye-catching’ storage unit that ‘everybody loves’

    Full list of new devolved payment rates from next month for people in Scotland

    Full list of new devolved payment rates from next month for people in Scotland

    Families, pensioners and disabled people due heating payments up to £305 due before this weekend

    Families, pensioners and disabled people due heating payments up to £305 due before this weekend

    Bedding snob ‘absolutely amazed’ by under £30 stylish duvet set ‘like a warm hug’

    Bedding snob ‘absolutely amazed’ by under £30 stylish duvet set ‘like a warm hug’

  • Life Style
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  • Education
    The full list of schools in Wales in need of urgent improvement

    The full list of schools in Wales in need of urgent improvement

    Thousands of school staff in Wales to get pay rise

    Thousands of school staff in Wales to get pay rise

    Teacher called student ‘sweet cheeks’ and said ‘nobody sees your phone though – right?’

    Teacher called student ‘sweet cheeks’ and said ‘nobody sees your phone though – right?’

    School to reopen after parents buy lease

    School to reopen after parents buy lease

    Eight things wrong with schools in Wales according to chief inspector

    Eight things wrong with schools in Wales according to chief inspector

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  • Politics
    John Swinney ‘blindsided’ after UK Government blocks Chinese plan to open windfarm factory in Scotland

    John Swinney ‘blindsided’ after UK Government blocks Chinese plan to open windfarm factory in Scotland

    Scottish Labour needs sharp dividing lines with the SNP if they are to put up an election fight

    Scottish Labour needs sharp dividing lines with the SNP if they are to put up an election fight

    Prisoners dying in Scots jails reaches highest level in 14 years as overcrowding crisis continues

    Prisoners dying in Scots jails reaches highest level in 14 years as overcrowding crisis continues

    Anas Sarwar would revive Glasgow airport rail link project if Labour wins Holyrood election

    Anas Sarwar would revive Glasgow airport rail link project if Labour wins Holyrood election

    A public inquiry into grooming gangs in Scotland is a victory for survivors

    A public inquiry into grooming gangs in Scotland is a victory for survivors

    Retired Scots struggling to access pensions face ‘considerable financial distress’

    Retired Scots struggling to access pensions face ‘considerable financial distress’

    Glasgow council to hike tax by 5% and borrow £30m to tackle refugee homelessness crisis

    Glasgow council to hike tax by 5% and borrow £30m to tackle refugee homelessness crisis

    Peter Murrell court date postponed until after Scottish Parliament election

    Peter Murrell court date postponed until after Scottish Parliament election

    Scottish Labour MPs to hold ’emergency’ summit after Anas Sarwar demands Keir Starmer’s resignation

    Scottish Labour MPs to hold ’emergency’ summit after Anas Sarwar demands Keir Starmer’s resignation

    Scottish Labour spends nearly £80k promoting Anas Sarwar on social media ahead of Holyrood election

    Scottish Labour spends nearly £80k promoting Anas Sarwar on social media ahead of Holyrood election

    Trans prisoners to be banned from female jails if Scottish Labour wins election

    Trans prisoners to be banned from female jails if Scottish Labour wins election

    Scots braced for huge council tax rises as local authorities ‘struggling to cope’ with cost pressures

    Scots braced for huge council tax rises as local authorities ‘struggling to cope’ with cost pressures

  • Business

    Salesforce boss Marc Benioff joins Weev.

    What is a virtual office and why you need one in Central London – Your Company Formations Ltd

    What is a virtual office and why you need one in Central London – Your Company Formations Ltd

    Inflation rises again to new 40-year high

    Inflation rises again to new 40-year high

    Bank of England hikes interest rates to 1.25%

    Bank of England hikes interest rates to 1.25%

    Hiring activity in Scotland slows amid steep decline in staff availability

    Hiring activity in Scotland slows amid steep decline in staff availability

    Scottish retail footfall growth ‘worst in UK compared to pre-pandemic’

    Scottish retail footfall growth ‘worst in UK compared to pre-pandemic’

  • Sports
    Motherwell hammer SFA for four match ban bombshell as they hit out at ‘poor quality camera angles’

    Motherwell hammer SFA for four match ban bombshell as they hit out at ‘poor quality camera angles’

    The Danny Rohl moment that sparked Rangers rise of Mikey Moore as new hero reveals boss’ nine words of inspiration

    The Danny Rohl moment that sparked Rangers rise of Mikey Moore as new hero reveals boss’ nine words of inspiration

    Youssef Chermiti shirks Rangers ‘duty’ as Ibrox title hero measures performance drop off

    Youssef Chermiti shirks Rangers ‘duty’ as Ibrox title hero measures performance drop off

    Johnny Russell on verge of Dundee Utd transfer as striker undergoes medical ahead of emotional return

    Johnny Russell on verge of Dundee Utd transfer as striker undergoes medical ahead of emotional return

    Scott McTominay injury fear rockets as Napoli boss Antonio Conte delivers Scotland hero confession

    Scott McTominay injury fear rockets as Napoli boss Antonio Conte delivers Scotland hero confession

    The Rangers luxury Danny Rohl won’t be afforded as predicted XI for Livingston hinges on one thing

    The Rangers luxury Danny Rohl won’t be afforded as predicted XI for Livingston hinges on one thing

    Jed York finally breaks Rangers cover as 49ers kingpin names ‘special’ moment in rare interview

    Jed York finally breaks Rangers cover as 49ers kingpin names ‘special’ moment in rare interview

    What channel is Rangers vs Hearts? Live stream, TV and kick off details for Premiership blockbuster

    What channel is Rangers vs Hearts? Live stream, TV and kick off details for Premiership blockbuster

    Derek McInnes rips up Hearts script as Braga takes the lead and Ageu and Mato tasked with slapping down Hibs

    Derek McInnes rips up Hearts script as Braga takes the lead and Ageu and Mato tasked with slapping down Hibs

    Ex Rangers kid eyed for transfer that would see him follow in footsteps of Celtic legend Henrik Larsson

    Ex Rangers kid eyed for transfer that would see him follow in footsteps of Celtic legend Henrik Larsson

    Seven Celtic transfer headlines as Arne Engels subject of second mega bid and Mvuka aims to break Bodo ‘curse’

    Seven Celtic transfer headlines as Arne Engels subject of second mega bid and Mvuka aims to break Bodo ‘curse’

    Celtic transfer state of play on seven targets as Kasper Hogh deadline rips up signing rules for £7m striker

    Celtic transfer state of play on seven targets as Kasper Hogh deadline rips up signing rules for £7m striker

  • Technology
    People in these 16 Scottish places can get £140 off Sky’s 900Mb fibre broadband

    People in these 16 Scottish places can get £140 off Sky’s 900Mb fibre broadband

    My Apple Watch that’s the perfect gym companion is reduced in spring sale – but not for long

    My Apple Watch that’s the perfect gym companion is reduced in spring sale – but not for long

    Netflix users warned as 87 million devices to permanently lose access to platform next week

    Netflix users warned as 87 million devices to permanently lose access to platform next week

    “It’s sickening” The AI social media pages posting fake news about celebrities’ kids dying

    “It’s sickening” The AI social media pages posting fake news about celebrities’ kids dying

    Virgin Media to give free Wi-Fi upgrade to users – what you need to know

    Virgin Media to give free Wi-Fi upgrade to users – what you need to know

  • Health
    Dr Amir Khan issues health warning to anyone who feels ‘tired all the time’

    Dr Amir Khan issues health warning to anyone who feels ‘tired all the time’

    Health chiefs claim ‘no link to England outbreak’ after new meningococcal case

    Health chiefs claim ‘no link to England outbreak’ after new meningococcal case

    NHS GP Dr Amir Khan urges people to do 1 thing ‘every night’ to protect heart and lower stroke risk

    NHS GP Dr Amir Khan urges people to do 1 thing ‘every night’ to protect heart and lower stroke risk

    Mental health problem found to ease from playing one popular video game

    Mental health problem found to ease from playing one popular video game

    ‘Call 999’ if you have these 2 dangerous chest symptoms, NHS says

    ‘Call 999’ if you have these 2 dangerous chest symptoms, NHS says

  • Entertainment
    Supermarket Easter 2026 opening times across Scotland for Aldi, Lidl, Tesco and more

    Supermarket Easter 2026 opening times across Scotland for Aldi, Lidl, Tesco and more

    Dusk sale slashes £51 off ‘eye-catching’ storage unit that ‘everybody loves’

    Dusk sale slashes £51 off ‘eye-catching’ storage unit that ‘everybody loves’

    Full list of new devolved payment rates from next month for people in Scotland

    Full list of new devolved payment rates from next month for people in Scotland

    Families, pensioners and disabled people due heating payments up to £305 due before this weekend

    Families, pensioners and disabled people due heating payments up to £305 due before this weekend

    Bedding snob ‘absolutely amazed’ by under £30 stylish duvet set ‘like a warm hug’

    Bedding snob ‘absolutely amazed’ by under £30 stylish duvet set ‘like a warm hug’

  • Life Style
  • Travel
  • Education
    The full list of schools in Wales in need of urgent improvement

    The full list of schools in Wales in need of urgent improvement

    Thousands of school staff in Wales to get pay rise

    Thousands of school staff in Wales to get pay rise

    Teacher called student ‘sweet cheeks’ and said ‘nobody sees your phone though – right?’

    Teacher called student ‘sweet cheeks’ and said ‘nobody sees your phone though – right?’

    School to reopen after parents buy lease

    School to reopen after parents buy lease

    Eight things wrong with schools in Wales according to chief inspector

    Eight things wrong with schools in Wales according to chief inspector

  • Real Estate
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Breakthrough cancer study finds big ‘clues’ about how disease is caused

by Annie A. McGinnis
April 22, 2022
in Health
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A major step toward the personalisation of cancer treatment was made by an analysis of thousands of tumours that uncovered a treasure trove of clues about how the disease is caused.

It is the first time it has been possible to detect patterns in cancer DNA, said researchers.

The patterns – called mutational signatures – provide clues, including about whether a patient has had exposure to environmental causes of cancer such as smoking or UV light, for example.

This is important as these signatures allow doctors to look at each patient’s tumour and match it to specific treatments and medications.

However, these patterns can only be detected through the analysis of the vast amounts of data unearthed by whole genome sequencing – identifying the genetic make-up of a cell.



Attractive young woman tanning in solarium and smiling.
Cancer DNA could indicate exposure to environmental causes of cancer such as smoking or UV light
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Principal author Serena Nik-Zainal is a professor of genomic medicine and bioinformatics at the University of Cambridge and an honorary consultant in clinical genetics at Cambridge University Hospitals.

She said: “It’s like looking at a very busy beach with thousands of footprints in the sand.

“To the untrained eye, the footprints appear to be random and meaningless.

“But if you are able to study them closely, you can learn a lot about what’s been going on, distinguish between animal and human prints, whether it’s an adult or child, what direction they’re travelling in, etc.

“It’s the same thing with the mutational signatures.

“The use of whole genome sequencing can identify which ‘footprints’ are relevant/important and reveal what’s happened through the development of the cancer.”

Researchers analysed the complete genetic make-up or whole genome sequences (WGS) of more than 12,000 NHS cancer patients.

They were able to spot 58 new mutational signatures, suggesting that there are additional causes of cancer that are not yet fully understood.

Prof Nik-Zainal said: “The reason it is important to identify mutational signatures is because they are like fingerprints at a crime scene – they help to pinpoint cancer culprits.

“Some mutational signatures have clinical or treatment implications – they can highlight abnormalities that may be targeted with specific drugs or may indicate a potential ‘Achilles heel’ in individual cancers.”

Dr Andrea Degasperi, research associate at the University of Cambridge and first author, said: “Whole genome sequencing gives us a total picture of all the mutations that have contributed to each person’s cancer.

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“With thousands of mutations per cancer, we have unprecedented power to look for commonalities and differences across NHS patients, and in doing so we uncovered 58 new mutational signatures and broadened our knowledge of cancer.”

The findings are now being incorporated into the NHS as researchers and clinicians now have the use of a digital tool called FitMS that will help them identify the mutational signature and potentially inform cancer management more effectively.

This research was supported by Cancer Research UK and published in the journal Science.

The genomic data was provided by the 100,000 Genomes Project, an England-wide clinical research programme to sequence 100,000 whole genomes from around 85,000 patients affected by rare disease or cancer.

Michelle Mitchell, chief executive of Cancer Research UK, said: “This study shows how powerful whole genome sequencing tests can be in giving clues into how the cancer may have developed, how it will behave and what treatment options would work best.”

Professor Matt Brown, chief scientific officer of Genomics England, said: “Mutational signatures are an example of using the full potential of WGS.

“We hope to use the mutational clues seen in this study and apply them back into our patient population, with the ultimate aim of improving diagnosis and management of cancer patients.”





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