57 research outputs found
Experiences of environmental services workers in a tertiary hospital in Asia during the COVID-19 pandemic: a qualitative study
- Author
- Publication venue
- 'Frontiers Media SA'
- Publication date
- 01/06/2023
- Field of study
BackgroundThe Coronavirus Disease 2019 (COVID-19) pandemic has had a significant impact on all walks of life, in particular, environmental services workers in healthcare settings had higher workload, increased stress and greater susceptibility to COVID-19 infections during the pandemic. Despite extensive literature describing the impact of the pandemic on healthcare workers such as doctors and nurses, studies on the lived experiences of environmental services workers in healthcare settings are sparse and none has been conducted in the Asian context. This qualitative study thus aimed to examine the experiences of those who worked for a year of the COVID-19 pandemic.MethodsA purposive sample of environmental services workers was recruited from a major tertiary hospital in Singapore. Semi-structured interviews were conducted in-person, lasting around 30min, and included open-ended questions pertaining to five main domains: work experiences during COVID-19, training and education needs, resource and supplies availability, communication with management and other healthcare staff, and perceived stressors and support. These domains were identified based on team discussions and literature review. The interviews were recorded and transcribed for thematic analysis, as guided by Braun and Clarke.ResultsA total of 12 environmental services workers were interviewed. After the first seven interviews, no new themes emerged but an additional five interviews were done to ensure data saturation. The analysis yielded three main themes and nine subthemes, including (1) practical and health concerns, (2) coping and resilience, and (3) occupational adaptations during the pandemic. Many expressed confidence in the preventive efficacy of proper PPE, infection control practice and COVID-19 vaccination in protecting them against COVID-19 and severe illness. Having prior experience with infectious disease outbreaks and previous training in infection control and prevention appeared to be useful as well for these workers. Despite the various challenges presented by the pandemic, they could still find meaning in their everyday work by positively impacting the wellbeing of patients and other healthcare workers in the hospital.ConclusionBesides uncovering the concerns shared by these workers, we identified helpful coping strategies, resilience factors and certain occupational adaptations, which have implications for future pandemic planning and readiness
Impact of opioid-free analgesia on pain severity and patient satisfaction after discharge from surgery: multispecialty, prospective cohort study in 25 countries
- Author
- Aamir Faiqa Binte
- Aamir Syed Roohan
- Ababneh Adnan
- Abbal Muhammad Anas
- Abbas Ahmed M
- Abbas Mostafa
- Abd-Albain Montasir A
- Abdalei Abdulwahab
- Abdalla Ahmed
- Abdalla Ahmed Yassir
- Abdalla Mohamed Galal Ali
- Abdalla Zainab
- Abdallah Mohamed M
- Abdalmahmoud Noon Ezzeldien
- Abdalsadeg Rowa
- Abdelaal Ahmed M
- Abdelbagi Alnazeer Y
- Abdelbaky Mostafa
- Abdelbaset Doaa
- AbdElbaset Esraa
- Abdelbast Menhag
- Abdelfatah Mohammed Abdelnasser
- Abdelgawad Samia
- Abdelhamid Mohamed M
- Abdeljaber Mahmoud
- Abdelkhalig Mubarak
- Abdelmaksoud Mohamed
- Abdelmeguid Rana
- Abdelmelek Dhia Errahmane
- Abdelnaeam Samah
- Abdelnasser Mohammad K
- Abdelrahim Najwa
- Abdelrahman Amira
- Abdelrahman Ayman
- Abdelsalam Hebatalla
- Abdelsamed Enas Abdelbaset
- Abdelwahab Khaled
- Abdoun Meriem
- Abdulali Fatima
- Abdulaziz Mohamed
- Abdulla Dheba Almukhtar
- Abdullah Bahiyah
- Abdullah Bahiyah
- Abdullah Walaa
- Abdullahi Habiba Ibrahim
- Abdulrahman Ahmed
- Abdulrasheed Lubabatu
- Abdulwahed Eman
- Abdulwahed Eman
- Abeysirigunawardana Dewmi
- Abidin Muhammad Fihmi Zainal
- Abiola Olukayode
- Abiyere Henry
- Abodina Ahmed Mohammed
- Aboelela Reham
- AboElfarh Hadeer Elsaeed
- Aboudlal Husein
- AbouHiekal Osama
- Aboulfotouh Ahmed
- Abozid Anwaar
- Abubaker Noora
- Abubaker Noora
- Abufanas Asma
- Abughanima Mahmoud
- Abuhashem Shehab
- Abulafia Daniel
- Abushaala Fatima
- Abushanab Khaled
- AbuShawareb Issa
- Abuuqteish Hamza
- Abuzaho Amany
- Achem Arome
- Adam Eithar
- Adam Mohammed
- Adam Mohammed A
- Addalla Mohamed
- Addley Jordan
- Adeleye Gbadebo
- Adeniyi Adebayo
- Adewole Nathaniel
- Adeyemo Olabisi
- Adeyeye Ademola
- Adeyeye Ademola
- Adly Michael
- Adnan Siti Nasyirah Nisya
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- Ads Alaa Mohamed
- Adze Joel Amwe
- Afeikhena Ehis
- Agida Teddy
- Agilla Hamza
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- Agu Joy Onyekachi
- Ahmad Zatul Akmar
- Ahmed Abdalla
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- Ahmed Ahmed
- Ahmed Alaaaldeen
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- Ahmed Habeeba
- Ahmed Hatem
- Ahmed Reem
- Ahmed Rehab
- Ahmed Rihab
- Ahmed Rogia Ahmed Abdalla
- Ahmed Ruaa
- Ahmed Sharwany
- Ahmed Uzair
- Ahmed Wahiba
- Ahmeed Sultan
- Airede Lydia Regina
- Aitchison Lori
- Ajredini Mirac
- Ajulo Adeshina A
- Akaba Godwin
- Akasha Mazin
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- Akbuz Seyma Orcan
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- Akwaisah Ayoub
- Al Hammoud Amr
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- Al-Dahdouh Mosheer
- Al-Haek Safa’
- Al-Hazaimeh Mo'ath
- Al-issawi Dima
- Al-Issawi Subhi
- Al-jammal Maryam
- Al-Juaifari Maytham A
- Al-Mwajeh Tesneem
- Al-Omary Sohaib
- Al-Quossi Mohammed
- Al-Shambaty Yasir Babkir Ali
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- Al-Tahayneh Sief-Addeen
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- Alathameen Nassar
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- Albarhomy Osama
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- Alhashimi Abdulhadi Mohammed Alhadi
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- Alhudhairy Sara
- Ali Ahmed
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- Ali Maab
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- Aljamal Mohammad
- Aljamal Sarah
- Alkaraja Layth
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- Alkazali Mustafa
- Alkchr Hayat Ben Hasan Mohamed A A
- Alkhatib Abed Alazeez
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- Almakki Doha Mohammed Ahmed
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- Alsoudani Ali
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- Zakaria Mohd Zaim
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- Zambon Mattia
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- Zargar Kamran
- Zarzour Mohamed A
- Zeng Raymond
- Zeng Raymond
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- Zertuche Juventino Tadeo Guerrero
- Zhang Caitlin
- Zhang Edward
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- Zhang Yichi
- Zhao Hailin
- Zheng Helen
- Zhou Karen
- Zhou Yida
- Ziergiebel Felix
- Zou Peishan
- Zuylekom Kate Van
- Zuylekom Katie Van
- Zwain Yasir Adnan
- Zyul'korneeva Sof'ya
- Aladna Abdallah
- Aljoumaa Abdullah
- Nawfal Hamdi
- Niazi Ammar
- Publication venue
- Publication date
- 01/01/2024
- Field of study
Background: Balancing opioid stewardship and the need for adequate analgesia following discharge after surgery is challenging. This study aimed to compare the outcomes for patients discharged with opioid versus opioid-free analgesia after common surgical procedures.Methods: This international, multicentre, prospective cohort study collected data from patients undergoing common acute and elective general surgical, urological, gynaecological, and orthopaedic procedures. The primary outcomes were patient-reported time in severe pain measured on a numerical analogue scale from 0 to 100% and patient-reported satisfaction with pain relief during the first week following discharge. Data were collected by in-hospital chart review and patient telephone interview 1 week after discharge.Results: The study recruited 4273 patients from 144 centres in 25 countries; 1311 patients (30.7%) were prescribed opioid analgesia at discharge. Patients reported being in severe pain for 10 (i.q.r. 1-30)% of the first week after discharge and rated satisfaction with analgesia as 90 (i.q.r. 80-100) of 100. After adjustment for confounders, opioid analgesia on discharge was independently associated with increased pain severity (risk ratio 1.52, 95% c.i. 1.31 to 1.76; P < 0.001) and re-presentation to healthcare providers owing to side-effects of medication (OR 2.38, 95% c.i. 1.36 to 4.17; P = 0.004), but not with satisfaction with analgesia (beta coefficient 0.92, 95% c.i. -1.52 to 3.36; P = 0.468) compared with opioid-free analgesia. Although opioid prescribing varied greatly between high-income and low- and middle-income countries, patient-reported outcomes did not.Conclusion: Opioid analgesia prescription on surgical discharge is associated with a higher risk of re-presentation owing to side-effects of medication and increased patient-reported pain, but not with changes in patient-reported satisfaction. Opioid-free discharge analgesia should be adopted routinely
Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021
- Author
- Abate Kalkidan Hassen
- Abate Yohannes Habtegiorgis
- Abbafati Cristiana
- Abbasgholizadeh Rouzbeh
- Abbasi Madineh Akram
- Abbasi-Kangevari Mohsen
- Abbasian Mohammadreza
- Abbasifard Mitra
- Abd ElHafeez Samar
- Abd-Elsalam Sherief
- Abdi Parsa
- Abdollahi Mohammad
- Abdoun Meriem
- Abdulah Deldar Morad
- Abdullahi Auwal
- Abebe Mesfin
- Abedi Aidin
- Abedi Armita
- Abegaz Tadesse M
- Abeldaño Zuñiga Roberto Ariel
- Abiodun Olumide
- Abiso Temesgen Lera
- Aboagye Richard Gyan
- Abolhassani Hassan
- Abouzid Mohamed
- Aboye Girma Beressa
- Abreu Lucas Guimarães
- Abu-Gharbieh Eman
- Abu-Zaid Ahmed
- Abualruz Hasan
- Abubakar Bilyaminu
- Abukhadijah Hana Jihad Jihad
- Aburuz Salahdein
- Adane Mesafint Molla
- Addo Isaac Yeboah
- Addolorato Giovanni
- Adedoyin Rufus Adesoji
- Adekanmbi Victor
- Aden Bashir
- Adetunji Juliana Bunmi
- Adeyeoluwa Temitayo Esther
- Adha Rishan
- Adibi Amin
- Adnani Qorinah Estiningtyas Sakilah
- Adzigbli Leticia Akua
- Afolabi Aanuoluwapo Adeyimika
- Afolabi Rotimi Felix
- Afshin Ashkan
- Afyouni Shadi
- Afzal Muhammad Sohail
- Afzal Saira
- Agampodi Suneth Buddhika
- Agbozo Faith
- Aghamiri Shahin
- Agodi Antonella
- Agrawal Anurag
- Agyemang-Duah Williams
- Ahinkorah Bright Opoku
- Ahmad Aqeel
- Ahmad Danish
- Ahmad Firdos
- Ahmad Noah
- Ahmad Shahzaib
- Ahmad Tauseef
- Ahmed Ali
- Ahmed Anisuddin
- Ahmed Ayman
- Ahmed Luai A
- Ahmed Muktar Beshir
- Ahmed Safoora
- Ahmed Syed Anees
- Ajami Marjan
- Akalu Gizachew Taddesse
- Akara Essona Matatom
- Akbarialiabad Hossein
- Akhlaghi Shiva
- Akinosoglou Karolina
- Akinyemiju Tomi
- Akkaif Mohammed Ahmed
- Akkala Sreelatha
- Akombi-Inyang Blessing
- Al Awaidy Salah
- Al Hasan Syed Mahfuz
- AL-Ahdal Tareq Mohammed Ali
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- Zarimeidani Fatemeh
- Zastrozhin Mikhail Sergeevich
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- Zhai Chunxia
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- Zhang Haijun
- Zhang Liqun
- Zhang Meixin
- Zhang Yunquan
- Zhang Zhenyu
- Zhang Zhi-Jiang
- Zhao Hanqing
- Zhao Jeff T
- Zhao Xiu-Ju George
- Zhao Yang
- Zhao Yong
- Zheng Peng
- Zhong Chenwen
- Zhou Jingjing
- Zhou Juexiao
- Zhou Shangcheng
- Zhu Bin
- Zhu Lei
- Zhu Zhaohua
- Ziaeian Boback
- Ziafati Makan
- Zielińska Magdalena
- Zimsen Stephanie R M
- Zoghi Ghazal
- Zoller Thomas
- Zumla Alimuddin
- Zyoud Sa'ed H
- Zyoud Samer H
- Publication venue
- Publication date
- 01/01/2024
- Field of study
Background: Understanding the health consequences associated with exposure to risk factors is necessary to inform public health policy and practice. To systematically quantify the contributions of risk factor exposures to specific health outcomes, the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 aims to provide comprehensive estimates of exposure levels, relative health risks, and attributable burden of disease for 88 risk factors in 204 countries and territories and 811 subnational locations, from 1990 to 2021. Methods: The GBD 2021 risk factor analysis used data from 54 561 total distinct sources to produce epidemiological estimates for 88 risk factors and their associated health outcomes for a total of 631 risk–outcome pairs. Pairs were included on the basis of data-driven determination of a risk–outcome association. Age-sex-location-year-specific estimates were generated at global, regional, and national levels. Our approach followed the comparative risk assessment framework predicated on a causal web of hierarchically organised, potentially combinative, modifiable risks. Relative risks (RRs) of a given outcome occurring as a function of risk factor exposure were estimated separately for each risk–outcome pair, and summary exposure values (SEVs), representing risk-weighted exposure prevalence, and theoretical minimum risk exposure levels (TMRELs) were estimated for each risk factor. These estimates were used to calculate the population attributable fraction (PAF; ie, the proportional change in health risk that would occur if exposure to a risk factor were reduced to the TMREL). The product of PAFs and disease burden associated with a given outcome, measured in disability-adjusted life-years (DALYs), yielded measures of attributable burden (ie, the proportion of total disease burden attributable to a particular risk factor or combination of risk factors). Adjustments for mediation were applied to account for relationships involving risk factors that act indirectly on outcomes via intermediate risks. Attributable burden estimates were stratified by Socio-demographic Index (SDI) quintile and presented as counts, age-standardised rates, and rankings. To complement estimates of RR and attributable burden, newly developed burden of proof risk function (BPRF) methods were applied to yield supplementary, conservative interpretations of risk–outcome associations based on the consistency of underlying evidence, accounting for unexplained heterogeneity between input data from different studies. Estimates reported represent the mean value across 500 draws from the estimate's distribution, with 95% uncertainty intervals (UIs) calculated as the 2·5th and 97·5th percentile values across the draws. Findings: Among the specific risk factors analysed for this study, particulate matter air pollution was the leading contributor to the global disease burden in 2021, contributing 8·0% (95% UI 6·7–9·4) of total DALYs, followed by high systolic blood pressure (SBP; 7·8% [6·4–9·2]), smoking (5·7% [4·7–6·8]), low birthweight and short gestation (5·6% [4·8–6·3]), and high fasting plasma glucose (FPG; 5·4% [4·8–6·0]). For younger demographics (ie, those aged 0–4 years and 5–14 years), risks such as low birthweight and short gestation and unsafe water, sanitation, and handwashing (WaSH) were among the leading risk factors, while for older age groups, metabolic risks such as high SBP, high body-mass index (BMI), high FPG, and high LDL cholesterol had a greater impact. From 2000 to 2021, there was an observable shift in global health challenges, marked by a decline in the number of all-age DALYs broadly attributable to behavioural risks (decrease of 20·7% [13·9–27·7]) and environmental and occupational risks (decrease of 22·0% [15·5–28·8]), coupled with a 49·4% (42·3–56·9) increase in DALYs attributable to metabolic risks, all reflecting ageing populations and changing lifestyles on a global scale. Age-standardised global DALY rates attributable to high BMI and high FPG rose considerably (15·7% [9·9–21·7] for high BMI and 7·9% [3·3–12·9] for high FPG) over this period, with exposure to these risks increasing annually at rates of 1·8% (1·6–1·9) for high BMI and 1·3% (1·1–1·5) for high FPG. By contrast, the global risk-attributable burden and exposure to many other risk factors declined, notably for risks such as child growth failure and unsafe water source, with age-standardised attributable DALYs decreasing by 71·5% (64·4–78·8) for child growth failure and 66·3% (60·2–72·0) for unsafe water source. We separated risk factors into three groups according to trajectory over time: those with a decreasing attributable burden, due largely to declining risk exposure (eg, diet high in trans-fat and household air pollution) but also to proportionally smaller child and youth populations (eg, child and maternal malnutrition); those for which the burden increased moderately in spite of declining risk exposure, due largely to population ageing (eg, smoking); and those for which the burden increased considerably due to both increasing risk exposure and population ageing (eg, ambient particulate matter air pollution, high BMI, high FPG, and high SBP). Interpretation: Substantial progress has been made in reducing the global disease burden attributable to a range of risk factors, particularly those related to maternal and child health, WaSH, and household air pollution. Maintaining efforts to minimise the impact of these risk factors, especially in low SDI locations, is necessary to sustain progress. Successes in moderating the smoking-related burden by reducing risk exposure highlight the need to advance policies that reduce exposure to other leading risk factors such as ambient particulate matter air pollution and high SBP. Troubling increases in high FPG, high BMI, and other risk factors related to obesity and metabolic syndrome indicate an urgent need to identify and implement interventions
Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples
- Author
- A Gordon Robertson
- Abdullah Kahraman
- Abel Gonzalez-Perez
- Adam A Margolin
- Adam Abeshouse
- Adam Grundhoff
- Adam J Struck
- Adam J Struck
- Adam J Wright
- Adam Lambert
- Adam P Butler
- Adam P Butler
- Adel El-Naggar
- Adnan M Nagrial
- Adrian Ally
- Adrian Baez-Ortega
- Adrian Thorogood
- Adriana Salcedo
- Adrienne M Flanagan
- Ake Borg
- Akihiro Fujimoto
- Akihiro Suzuki
- Akinyemi I Ojesina
- Alain Viari
- Alan J Robertson
- Alan P Hoyle
- Alan Thompson
- Alasdair Stenhouse
- Alastair M Thompson
- Aldo Scarpa
- Alessandro Pastore
- Alex Buchanan
- Alex Buchanan
- Alexander Claviez
- Alexander J Lazar
- Alexander Martinez-Fundichely
- Alfonso Muñoz
- Alfonso Valencia
- Aliaksei Z Holik
- Alice Meng
- Alicia L Bruzos
- Allison Creason
- Allison P Heath
- Alvin Wei Tian Ng
- Alvis Brazma
- Amaro Taylor-Weiner
- Amber L Johns
- Amie Radenbaugh
- Amit G Deshwar
- Ana Dueso-Barroso
- Ana Mijalkovic Mijalkovic-Lazic
- Ana Milovanovic
- Ana Milovanovic
- Andre Kahles
- Andrea Haake
- Andrea Holbrook
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- Andrew Berchuck
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- Angela Chou
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- Angelo P Dei Tos
- Anieta M Sieuwerts
- Anil K Sood
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- Anja Füllgrabe
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- Yasushi Totoki
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- Yi Huang
- Yi Huang
- Yifei Men
- Yiling Lu
- Yilong Li
- Yingyan Yu
- Yiwen Chen
- Yogesh Kumar
- Yogesh Kumar
- Yoke-Eng Chiew
- Yong Hou
- Yong Zhou
- Yong-Jie Lu
- Yongzhan Nie
- Yosef E Maruvka
- Yosef E Maruvka
- Yoshiiku Kawakami
- Young Seok Ju
- Youngchoon Woo
- Youngil Koh
- Youngwook Kim
- Youyong Lu
- Yu Fan
- Yu Fan
- Yu Fan
- Yu-Jia Shiah
- Yuan Ji
- Yuan Yuan
- Yuichi Shiraishi
- Yulia Newton
- Yulia Rubanova
- Yumeng Wang
- Yupeng Cun
- Yussanne Ma
- Zachary Heins
- Zechen Chong
- Zechen Chong
- Zemin Zhang
- Zhaohong Chen
- Zhenggang Wu
- Zhenggang Wu
- Zhining Wang
- Zhongming Zhao
- Ziao Lin
- Zsofia Kote-Jarai
- Ólafur Andri Stefánsson
- Øystein Garred
- Publication venue
- Nature Communications
- Publication date
- 01/01/2020
- Field of study
Funder: NCI U24CA211006Abstract: The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome sequencing (WES) and whole genome sequencing (WGS), respectively. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2,658 cancers across 38 tumour types, we compare WES and WGS side-by-side from 746 TCGA samples, finding that ~80% of mutations overlap in covered exonic regions. We estimate that low variant allele fraction (VAF < 15%) and clonal heterogeneity contribute up to 68% of private WGS mutations and 71% of private WES mutations. We observe that ~30% of private WGS mutations trace to mutations identified by a single variant caller in WES consensus efforts. WGS captures both ~50% more variation in exonic regions and un-observed mutations in loci with variable GC-content. Together, our analysis highlights technological divergences between two reproducible somatic variant detection efforts
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- Aali Amirali
- Ababneh Hazim S
- Abate Yohannes Habtegiorgis
- Abbafati Cristiana
- Abbasgholizadeh Rouzbeh
- Abbasi-Kangevari Mohsen
- Abbasian Mohammadreza
- Abbastabar Hedayat
- Abd ElHafeez Samar
- Abd-Elsalam Sherief
- Abdelmasseh Michael
- Abdelwahab Ahmed
- Abdollahi Mohammad
- Abdollahifar Mohammad-Amin
- Abdoun Meriem
- Abdulah Deldar Morad
- Abdullahi Auwal
- Abebe Mesfin
- Abebe Samrawit Shawel
- Abedi Aidin
- Abegaz Kedir Hussein
- Abhilash E S
- Abidi Hassan
- Abiodun Olumide
- Aboagye Richard Gyan
- Abolhassani Hassan
- Abolmaali Meysam
- Abouzid Mohamed
- Aboye Girma Beressa
- Abreu Lucas Guimarães
- Abrha Woldu Aberhe
- Abtahi Dariush
- Abu Rumeileh Samir
- Abu-Gharbieh Eman
- Abu-Rmeileh Niveen ME
- Abu-Zaid Ahmed
- Abualruz Hasan
- Abubakar Bilyaminu
- Aburuz Salahdein
- Accrombessi Manfred Mario Kokou
- Adal Tadele Girum
- Adamu Abdu A
- Addo Isaac Yeboah
- Addolorato Giovanni
- Adebiyi Akindele Olupelumi
- Adekanmbi Victor
- Adepoju Abiola Victor
- Adetunji Charles Oluwaseun
- Adetunji Juliana Bunmi
- Adeyeoluwa Temitayo Esther
- Adeyinka Daniel Adedayo
- Adeyomoye Olorunsola Israel
- Admass Biruk Adie Adie
- Adnani Qorinah Estiningtyas Sakilah
- Adra Saryia
- Afolabi Aanuoluwapo Adeyimika
- Afzal Muhammad Sohail
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- Agodi Antonella
- Agrawal Anurag
- Agyemang-Duah Williams
- Ahinkorah Bright Opoku
- Ahmad Aqeel
- Ahmad Danish
- Ahmad Firdos
- Ahmad Muayyad M
- Ahmad Sajjad
- Ahmad Shahzaib
- Ahmad Tauseef
- Ahmadi Keivan
- Ahmadzade Amir Mahmoud
- Ahmed Ali
- Ahmed Ayman
- Ahmed Haroon
- Ahmed Luai A
- Ahmed Mehrunnisha Sharif
- Ahmed Meqdad Saleh
- Ahmed Muktar Beshir
- Ahmed Syed Anees
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- Al-Hanawi Mohammed Khaled
- Al-Marwani Sabah
- Al-Maweri Sadeq Ali Ali
- Al-Mekhlafi Hesham M
- Al-Omari Basem
- Al-Sabah Salman Khalifah
- Al-Tawfiq Jaffar A
- Al-Worafi Yaser Mohammed
- Alahdab Fares
- Alalalmeh Samer O
- Alalwan Tariq A
- Alam Khurshid
- Alam Manjurul
- Alam Noore
- Alanezi Fahad Mashhour
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- Albakri Almaza
- Albashtawy Mohammed
- AlBataineh Mohammad T
- Alcalde-Rabanal Jacqueline Elizabeth
- Aldawsari Khalifah A
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- Alema Haileselasie Berhane
- Alemayohu Mulubirhan Assefa
- Alemi Sharifullah
- Alemu Yihun Mulugeta
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- Alicandro Gianfranco
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- Bhagavathula Akshaya Srikanth
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- Bjørge Tone
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- Castelpietra Giulio
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- Chaurasia Akhilanand
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- Tharwat Samar
- Thayakaran Rasiah
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- Thomas Nikhil Kenny
- Thomson Azalea M
- Thrift Amanda G
- Thum Chern Choong Chern
- Thygesen Lau Caspar
- Tian Jing
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- Watson Stefanie
- Watson Stephanie Louise Watson
- Weerakoon Kosala Gayan
- Wei Melissa Y
- Weintraub Robert G
- Weiss Daniel J
- Westerman Ronny
- Whisnant Joanna L
- Wiangkham Taweewat
- Wickramasinghe Dakshitha Praneeth
- Wickramasinghe Nuwan Darshana
- Wilandika Angga
- Wilkerson Caroline
- Willeit Peter
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- Wojewodzic Marcin W
- Woldegebreal Demewoz H
- Wolf Axel Walter
- Wolfe Charles D A
- Wondimagegene Yohannes Addisu
- Wong Yen Jun
- Wongsin Utoomporn
- Wool Eve E
- Wu Ai-Min
- Wu Chenkai
- Wu Felicia
- Wu Xinsheng
- Wu Zenghong
- Xia Juan
- Xiao Hong
- Xie Yang
- Xu Suowen
- Xu Wang-Dong
- Xu Xiaoyue
- Xu Yvonne Yiru
- Yadollahpour Ali
- Yamagishi Kazumasa
- Yang Danting
- Yang Lin
- Yano Yuichiro
- Yao Yao
- Yaribeygi Habib
- Ye Pengpeng
- Yehualashet Sisay Shewasinad
- Yesiltepe Metin
- Yesuf Subah Abderehim
- Yezli Saber
- Yi Siyan
- Yigezu Amanuel
- Yip Paul
- Yismaw Malede Berihun
- Yismaw Yazachew
- Yiğit Arzu
- Yiğit Vahit
- Yon Dong Keon
- Yonemoto Naohiro
- Yoon Seok-Jun
- You Yuyi
- Younis Mustafa Z
- Yousefi Zabihollah
- Yu Chuanhua
- Yu Yong
- Yuh Faith H
- Zadey Siddhesh
- Zadnik Vesna
- Zafari Nima
- Zakham Fathiah
- Zaki Nazar
- Zaman Sojib Bin
- Zamora Nelson
- Zand Ramin
- Zangiabadian Moein
- Zar Heather J
- Zare Iman
- Zarrintan Armin
- Zeariya Mohammed G M
- Zeinali Zahra
- Zhang Haijun
- Zhang Jianrong
- Zhang Jingya
- Zhang Liqun
- Zhang Yunquan
- Zhang Zhi-Jiang
- Zhao Hanqing
- Zhong Chenwen
- Zhou Juexiao
- Zhu Bin
- Zhu Lei
- Ziafati Makan
- Zielińska Magdalena
- Zitoun Osama A
- Zoladl Mohammad
- Zou Zhiyong
- Zuhlke Liesl J
- Zumla Alimuddin
- Zweck Elric
- Zyoud Samer H
- Ärnlöv Johan
- Šekerija Mario
- Publication venue
- Elsevier
- Publication date
- 01/01/2024
- Field of study
BACKGROUND Regular, detailed reporting on population health by underlying cause of death is fundamental for public health decision making. Cause-specific estimates of mortality and the subsequent effects on life expectancy worldwide are valuable metrics to gauge progress in reducing mortality rates. These estimates are particularly important following large-scale mortality spikes, such as the COVID-19 pandemic. When systematically analysed, mortality rates and life expectancy allow comparisons of the consequences of causes of death globally and over time, providing a nuanced understanding of the effect of these causes on global populations. METHODS The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 cause-of-death analysis estimated mortality and years of life lost (YLLs) from 288 causes of death by age-sex-location-year in 204 countries and territories and 811 subnational locations for each year from 1990 until 2021. The analysis used 56 604 data sources, including data from vital registration and verbal autopsy as well as surveys, censuses, surveillance systems, and cancer registries, among others. As with previous GBD rounds, cause-specific death rates for most causes were estimated using the Cause of Death Ensemble model-a modelling tool developed for GBD to assess the out-of-sample predictive validity of different statistical models and covariate permutations and combine those results to produce cause-specific mortality estimates-with alternative strategies adapted to model causes with insufficient data, substantial changes in reporting over the study period, or unusual epidemiology. YLLs were computed as the product of the number of deaths for each cause-age-sex-location-year and the standard life expectancy at each age. As part of the modelling process, uncertainty intervals (UIs) were generated using the 2·5th and 97·5th percentiles from a 1000-draw distribution for each metric. We decomposed life expectancy by cause of death, location, and year to show cause-specific effects on life expectancy from 1990 to 2021. We also used the coefficient of variation and the fraction of population affected by 90% of deaths to highlight concentrations of mortality. Findings are reported in counts and age-standardised rates. Methodological improvements for cause-of-death estimates in GBD 2021 include the expansion of under-5-years age group to include four new age groups, enhanced methods to account for stochastic variation of sparse data, and the inclusion of COVID-19 and other pandemic-related mortality-which includes excess mortality associated with the pandemic, excluding COVID-19, lower respiratory infections, measles, malaria, and pertussis. For this analysis, 199 new country-years of vital registration cause-of-death data, 5 country-years of surveillance data, 21 country-years of verbal autopsy data, and 94 country-years of other data types were added to those used in previous GBD rounds. FINDINGS The leading causes of age-standardised deaths globally were the same in 2019 as they were in 1990; in descending order, these were, ischaemic heart disease, stroke, chronic obstructive pulmonary disease, and lower respiratory infections. In 2021, however, COVID-19 replaced stroke as the second-leading age-standardised cause of death, with 94·0 deaths (95% UI 89·2-100·0) per 100 000 population. The COVID-19 pandemic shifted the rankings of the leading five causes, lowering stroke to the third-leading and chronic obstructive pulmonary disease to the fourth-leading position. In 2021, the highest age-standardised death rates from COVID-19 occurred in sub-Saharan Africa (271·0 deaths [250·1-290·7] per 100 000 population) and Latin America and the Caribbean (195·4 deaths [182·1-211·4] per 100 000 population). The lowest age-standardised death rates from COVID-19 were in the high-income super-region (48·1 deaths [47·4-48·8] per 100 000 population) and southeast Asia, east Asia, and Oceania (23·2 deaths [16·3-37·2] per 100 000 population). Globally, life expectancy steadily improved between 1990 and 2019 for 18 of the 22 investigated causes. Decomposition of global and regional life expectancy showed the positive effect that reductions in deaths from enteric infections, lower respiratory infections, stroke, and neonatal deaths, among others have contributed to improved survival over the study period. However, a net reduction of 1·6 years occurred in global life expectancy between 2019 and 2021, primarily due to increased death rates from COVID-19 and other pandemic-related mortality. Life expectancy was highly variable between super-regions over the study period, with southeast Asia, east Asia, and Oceania gaining 8·3 years (6·7-9·9) overall, while having the smallest reduction in life expectancy due to COVID-19 (0·4 years). The largest reduction in life expectancy due to COVID-19 occurred in Latin America and the Caribbean (3·6 years). Additionally, 53 of the 288 causes of death were highly concentrated in locations with less than 50% of the global population as of 2021, and these causes of death became progressively more concentrated since 1990, when only 44 causes showed this pattern. The concentration phenomenon is discussed heuristically with respect to enteric and lower respiratory infections, malaria, HIV/AIDS, neonatal disorders, tuberculosis, and measles. INTERPRETATION Long-standing gains in life expectancy and reductions in many of the leading causes of death have been disrupted by the COVID-19 pandemic, the adverse effects of which were spread unevenly among populations. Despite the pandemic, there has been continued progress in combatting several notable causes of death, leading to improved global life expectancy over the study period. Each of the seven GBD super-regions showed an overall improvement from 1990 and 2021, obscuring the negative effect in the years of the pandemic. Additionally, our findings regarding regional variation in causes of death driving increases in life expectancy hold clear policy utility. Analyses of shifting mortality trends reveal that several causes, once widespread globally, are now increasingly concentrated geographically. These changes in mortality concentration, alongside further investigation of changing risks, interventions, and relevant policy, present an important opportunity to deepen our understanding of mortality-reduction strategies. Examining patterns in mortality concentration might reveal areas where successful public health interventions have been implemented. Translating these successes to locations where certain causes of death remain entrenched can inform policies that work to improve life expectancy for people everywhere. FUNDING Bill & Melinda Gates Foundation
Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples
- Author
- A Gordon Robertson
- Abdullah Kahraman
- Abel Gonzalez-Perez
- Adam A Margolin
- Adam Abeshouse
- Adam Grundhoff
- Adam J Struck
- Adam J Struck
- Adam J Wright
- Adam Lambert
- Adam P Butler
- Adam P Butler
- Adel El-Naggar
- Adnan M Nagrial
- Adrian Ally
- Adrian Baez-Ortega
- Adrian Thorogood
- Adriana Salcedo
- Adrienne M Flanagan
- Ake Borg
- Akihiro Fujimoto
- Akihiro Suzuki
- Akinyemi I Ojesina
- Alain Viari
- Alan J Robertson
- Alan P Hoyle
- Alan Thompson
- Alasdair Stenhouse
- Alastair M Thompson
- Aldo Scarpa
- Alessandro Pastore
- Alex Buchanan
- Alex Buchanan
- Alexander Claviez
- Alexander J Lazar
- Alexander Martinez-Fundichely
- Alfonso Muñoz
- Alfonso Valencia
- Aliaksei Z Holik
- Alice Meng
- Alicia L Bruzos
- Allison Creason
- Allison P Heath
- Alvin Wei Tian Ng
- Alvis Brazma
- Amaro Taylor-Weiner
- Amber L Johns
- Amie Radenbaugh
- Amit G Deshwar
- Ana Dueso-Barroso
- Ana Mijalkovic Mijalkovic-Lazic
- Ana Milovanovic
- Ana Milovanovic
- Andre Kahles
- Andrea Haake
- Andrea Holbrook
- Andrea L Richardson
- Andrea Mafficini
- Andrea Ruzzenente
- Andreas Behren
- Andreas Rosenwald
- Andreia V Pinho
- Andrew Berchuck
- Andrew D Cherniack
- Andrew J Dunford
- Andrew J Mungall
- Andrew J Spillane
- Andrew Menzies
- Andrew Menzies
- Andrew P Barbour
- Andrew Tutt
- Andrew V Biankin
- Andrey Korshunov
- Andrés Lanzós
- Andy Cafferkey
- Andy G Lynch
- Angela Chou
- Angela N Brooks
- Angela Tam
- Angelica Ochoa
- Angelika N Christ
- Angelo P Dei Tos
- Anieta M Sieuwerts
- Anil K Sood
- Anita Langerød
- Anja Füllgrabe
- Anke K Bergmann
- Ann-Marie Patch
- Anna deFazio
- Anna Ehinger
- Anna Fitzgerald
- Anne Hamilton
- Anne Vincent-Salomon
- Anne Y Warren
- Anne-Lise Børresen-Dale
- Annegien Broeks
- Anthony DiBiase
- Anthony J Gill
- Anthony Ng
- Anthony R Green
- Antonia L Pritchard
- Antonio Pea
- Antonios Koures
- Aparna Prasad
- Apurva M Hegde
- Aquila Fatima
- Arcadi Navarro
- Arie B Brinkman
- Arif O Harmanci
- Arindam Maitra
- Armando Lopez-Guillermo
- Arndt Borkhardt
- Arnoud Boot
- Asger Hobolth
- Ashley Williams
- Ashton A Connor
- Atul J Butte
- Aurélien Chateigner
- Austin J Hepperla
- Axel Aretz
- Aya Sasaki-Oku
- Ayellet V Segre
- B F Francis Ouellette
- Bailey Matthew H
- Barbara Hutter
- Barbara Hutter
- Barbara Kremeyer
- Bartha M Knoppers
- Beifang Niu
- Beifang Niu
- Beifang Niu
- Benedikt Brors
- Benita Kiat Tee Tan
- Benjamin J Raphael
- Benjamin P Berman
- Benjamin Raeder
- Bernardo Rodriguez-Martin
- Bernhard Radlwimmer
- Bernice H Wong
- Beth Karlan
- Bin Tean Teh
- Bin Zhu
- Birgit Burkhardt
- Bishoy M Faltas
- Bodil Bjerkehagen
- Bogdan Czerniak
- Boris Winterhoff
- Borislav C Rusev
- Bradly G Wouters
- Brandi N Davis-Dusenbery
- Brian Craft
- Brian D O'Connor
- Brian Patrick O'Neill
- Brice Aminou
- Calvin Wing Yiu Chan
- Cameron M Soulette
- Carl Herrmann
- Carl Morrison
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- Sushant Kumar
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- Yogesh Kumar
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- Yong Hou
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- Yong-Jie Lu
- Yongzhan Nie
- Yosef E Maruvka
- Yosef E Maruvka
- Yoshiiku Kawakami
- Young Seok Ju
- Youngchoon Woo
- Youngil Koh
- Youngwook Kim
- Youyong Lu
- Yu Fan
- Yu Fan
- Yu Fan
- Yu-Jia Shiah
- Yuan Ji
- Yuan Yuan
- Yuichi Shiraishi
- Yulia Newton
- Yulia Rubanova
- Yumeng Wang
- Yupeng Cun
- Yussanne Ma
- Zachary Heins
- Zechen Chong
- Zechen Chong
- Zemin Zhang
- Zhaohong Chen
- Zhenggang Wu
- Zhenggang Wu
- Zhining Wang
- Zhongming Zhao
- Ziao Lin
- Zsofia Kote-Jarai
- Ólafur Andri Stefánsson
- Øystein Garred
- Publication venue
- Publication date
- 01/01/2020
- Field of study
The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome sequencing (WES) and whole genome sequencing (WGS), respectively. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2,658 cancers across 38 tumour types, we compare WES and WGS side-by-side from 746 TCGA samples, finding that ~80% of mutations overlap in covered exonic regions. We estimate that low variant allele fraction (VAF < 15%) and clonal heterogeneity contribute up to 68% of private WGS mutations and 71% of private WES mutations. We observe that ~30% of private WGS mutations trace to mutations identified by a single variant caller in WES consensus efforts. WGS captures both ~50% more variation in exonic regions and un-observed mutations in loci with variable GC-content. Together, our analysis highlights technological divergences between two reproducible somatic variant detection efforts.The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome sequencing (WES) and whole genome sequencing (WGS), respectively. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2,658 cancers across 38 tumour types, we compare WES and WGS side-by-side from 746 TCGA samples, finding that -80% of mutations overlap in covered exonic regions. We estimate that low variant allele fraction (VAFPeer reviewe
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Sex differences in oncogenic mutational processes
- Author
- Aaltonen Lauri A.
- Abascal Federico
- Abeshouse Adam
- Aburatani Hiroyuki
- Adams David J.
- Agrawal Nishant
- Ahn Keun Soo
- Ahn Sung-Min
- Aikata Hiroshi
- Akbani Rehan
- Akdemir Kadir C.
- Al-Ahmadie Hikmat
- Al-Sedairy Sultan T.
- Al-Shahrour Fatima
- Alawi Malik
- Albert Monique
- Aldape Kenneth
- Alexandrov Ludmil B.
- Ally Adrian
- Alsop Kathryn
- Alvarez Eva G.
- Amary Fernanda
- Amin Samirkumar B.
- Aminou Brice
- Ammerpohl Ole
- Anderson Matthew J.
- Ang Yeng
- Antonello Davide
- Anur Pavana
- Aparicio Samuel
- Appelbaum Elizabeth L.
- Arai Yasuhito
- Aretz Axel
- Arihiro Koji
- Ariizumi Shun-ichi
- Armenia Joshua
- Arnau Gisela Mir
- Arnould Laurent
- Asa Sylvia
- Assenov Yassen
- Atwal Gurnit
- Aukema Sietse
- Auman J. Todd
- Aure Miriam R.
- Awadalla Philip
- Aymerich Marta
- Bader Gary D.
- Baez-Ortega Adrian
- Bailey Matthew H.
- Bailey Peter J.
- Balasundaram Miruna
- Balu Saianand
- Bandopadhayay Pratiti
- Banks Rosamonde E.
- Barbi Stefano
- Barbour Andrew P.
- Barenboim Jonathan
- Barnholtz-Sloan Jill
- Barr Hugh
- Barrera Elisabet
- Bartlett John
- Bartolome Javier
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- Xi Liu
- Xia Tian
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- Xiao Xiao
- Xing Rui
- Xiong Heng
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- Xu Yanxun
- Xue Hong
- Yachida Shinichi
- Yakneen Sergei
- Yamaguchi Rui
- Yamaguchi Takafumi N.
- Yamamoto Masakazu
- Yamamoto Shogo
- Yamaue Hiroki
- Yang Fan
- Yang Huanming
- Yang Jean Y.
- Yang Liming
- Yang Lixing
- Yang Shanlin
- Yang Tsun-Po
- Yang Yang
- Yao Xiaotong
- Yaspo Marie-Laure
- Yates Lucy
- Yau Christina
- Ye Chen
- Ye Kai
- Yellapantula Venkata D.
- Yoon Christopher J.
- Yoon Sung-Soo
- Yousif Fouad
- Yu Jun
- Yu Kaixian
- Yu Willie
- Yu Yingyan
- Yuan Ke
- Yuan Yuan
- Yuen Denis
- Yugawa Takashi
- Yung Christina K.
- Zaikova Olga
- Zamora Jorge
- Zapatka Marc
- Zenklusen Jean C.
- Zenz Thorsten
- Zeps Nikolajs
- Zhang Cheng-Zhong
- Zhang Fan
- Zhang Hailei
- Zhang Hongwei
- Zhang Hongxin
- Zhang Jiashan
- Zhang Jing
- Zhang Junjun
- Zhang Xiuqing
- Zhang Xuanping
- Zhang Yan
- Zhang Zemin
- Zhao Zhongming
- Zheng Liangtao
- Zheng Xiuqing
- Zhou Wanding
- Zhou Yong
- Zhu Bin
- Zhu Hongtu
- Zhu Jingchun
- Zhu Shida
- Zou Lihua
- Zou Xueqing
- Publication venue
- Nature Communications
- Publication date
- 28/08/2020
- Field of study
Funder: Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada (NSERC Canadian Network for Research and Innovation in Machining Technology); doi: https://doi.org/10.13039/501100002790Funder: Genome Canada (Génome Canada); doi: https://doi.org/10.13039/100008762Funder: Canada Foundation for Innovation (Fondation canadienne pour l'innovation); doi: https://doi.org/10.13039/501100000196Funder: Terry Fox Research Institute (Institut de Recherche Terry Fox); doi: https://doi.org/10.13039/501100004376Abstract: Sex differences have been observed in multiple facets of cancer epidemiology, treatment and biology, and in most cancers outside the sex organs. Efforts to link these clinical differences to specific molecular features have focused on somatic mutations within the coding regions of the genome. Here we report a pan-cancer analysis of sex differences in whole genomes of 1983 tumours of 28 subtypes as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium. We both confirm the results of exome studies, and also uncover previously undescribed sex differences. These include sex-biases in coding and non-coding cancer drivers, mutation prevalence and strikingly, in mutational signatures related to underlying mutational processes. These results underline the pervasiveness of molecular sex differences and strengthen the call for increased consideration of sex in molecular cancer research
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Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples
- Author
- Aaltonen Lauri A.
- Abascal Federico
- Abeshouse Adam
- Aburatani Hiroyuki
- Adams David J.
- Agrawal Nishant
- Ahn Keun Soo
- Ahn Sung-Min
- Aikata Hiroshi
- Akbani Rehan
- Akdemir Kadir C.
- Al-Ahmadie Hikmat
- Al-Sedairy Sultan T.
- Al-Shahrour Fatima
- Alawi Malik
- Albert Monique
- Aldape Kenneth
- Alexandrov Ludmil B.
- Ally Adrian
- Alsop Kathryn
- Alvarez Eva G.
- Amary Fernanda
- Amin Samirkumar B.
- Aminou Brice
- Ammerpohl Ole
- Anderson Matthew J.
- Ang Yeng
- Antonello Davide
- Anur Pavana
- Aparicio Samuel
- Appelbaum Elizabeth L.
- Arai Yasuhito
- Aretz Axel
- Arihiro Koji
- Ariizumi Shun-ichi
- Armenia Joshua
- Arnau Gisela Mir
- Arnould Laurent
- Asa Sylvia
- Assenov Yassen
- Atwal Gurnit
- Aukema Sietse
- Auman J. Todd
- Aure Miriam R.
- Awadalla Philip
- Aymerich Marta
- Bader Gary D.
- Baez-Ortega Adrian
- Bailey Matthew H.
- Bailey Peter J.
- Balasundaram Miruna
- Balu Saianand
- Bandopadhayay Pratiti
- Banks Rosamonde E.
- Barbi Stefano
- Barbour Andrew P.
- Barenboim Jonathan
- Barnholtz-Sloan Jill
- Barr Hugh
- Barrera Elisabet
- Bartlett John
- Bartolome Javier
- Bassi Claudio
- Bathe Oliver F.
- Baumhoer Daniel
- Bavi Prashant
- Baylin Stephen B.
- Bazant Wojciech
- Beardsmore Duncan
- Beck Timothy A.
- Behjati Sam
- Behren Andreas
- Bell Cindy
- Beltran Sergi
- Benz Christopher
- Berchuck Andrew
- Bergmann Anke K.
- Bergstrom Erik N.
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- Berney Daniel M.
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- Yachida Shinichi
- Yakneen Sergei
- Yamaguchi Rui
- Yamaguchi Takafumi N.
- Yamamoto Masakazu
- Yamamoto Shogo
- Yamaue Hiroki
- Yang Fan
- Yang Huanming
- Yang Jean Y.
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- Yang Yang
- Yao Xiaotong
- Yaspo Marie-Laure
- Yates Lucy
- Yau Christina
- Ye Chen
- Ye Kai
- Yellapantula Venkata D.
- Yoon Christopher J.
- Yoon Sung-Soo
- Yousif Fouad
- Yu Jun
- Yu Kaixian
- Yu Willie
- Yu Yingyan
- Yuan Ke
- Yuan Yuan
- Yuen Denis
- Yugawa Takashi
- Yung Christina K.
- Zaikova Olga
- Zamora Jorge
- Zapatka Marc
- Zenklusen Jean C.
- Zenz Thorsten
- Zeps Nikolajs
- Zhang Cheng-Zhong
- Zhang Fan
- Zhang Hailei
- Zhang Hongwei
- Zhang Hongxin
- Zhang Jiashan
- Zhang Jing
- Zhang Junjun
- Zhang Xiuqing
- Zhang Xuanping
- Zhang Yan
- Zhang Zemin
- Zhao Zhongming
- Zheng Liangtao
- Zheng Xiuqing
- Zhou Wanding
- Zhou Yong
- Zhu Hongtu
- Zhu Jingchun
- Zhu Shida
- Zou Lihua
- Zou Xueqing
- Publication venue
- Nature Communications
- Publication date
- 21/09/2020
- Field of study
Funder: NCI U24CA211006Abstract: The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome sequencing (WES) and whole genome sequencing (WGS), respectively. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2,658 cancers across 38 tumour types, we compare WES and WGS side-by-side from 746 TCGA samples, finding that ~80% of mutations overlap in covered exonic regions. We estimate that low variant allele fraction (VAF < 15%) and clonal heterogeneity contribute up to 68% of private WGS mutations and 71% of private WES mutations. We observe that ~30% of private WGS mutations trace to mutations identified by a single variant caller in WES consensus efforts. WGS captures both ~50% more variation in exonic regions and un-observed mutations in loci with variable GC-content. Together, our analysis highlights technological divergences between two reproducible somatic variant detection efforts
Sex differences in oncogenic mutational processes
- Author
- A Gordon Robertson
- Abdullah Kahraman
- Abel Gonzalez-Perez
- Adam A Margolin
- Adam Abeshouse
- Adam Grundhoff
- Adam J Struck
- Adam J Wright
- Adam Lambert
- Adam Margolin
- Adam P Butler
- Adel El-Naggar
- Adnan M Nagrial
- Adrian Ally
- Adrian Baez-Ortega
- Adrian Thorogood
- Adriana Salcedo
- Adrienne M Flanagan
- Ake Borg
- Akihiro Fujimoto
- Akihiro Suzuki
- Akinyemi I Ojesina
- Alain Viari
- Alan J Robertson
- Alan P Hoyle
- Alan Thompson
- Alasdair Stenhouse
- Alastair M Thompson
- Aldo Scarpa
- Alessandro Pastore
- Alex Buchanan
- Alexander Claviez
- Alexander J Lazar
- Alexander J Lazar
- Alexander Martinez-Fundichely
- Alfonso Muñoz
- Alfonso Valencia
- Aliaksei Z Holik
- Alice Meng
- Alicia L Bruzos
- Allison P Heath
- Alvin Wei Tian Ng
- Alvis Brazma
- Amaro Taylor-Weiner
- Amber L Johns
- Amit G Deshwar
- Ana Dueso-Barroso
- Ana Mijalkovic Mijalkovic-Lazic
- Ana Milovanovic
- Andre Kahles
- Andrea Haake
- Andrea Holbrook
- Andrea L Richardson
- Andrea Mafficini
- Andrea Ruzzenente
- Andreas Behren
- Andreas Rosenwald
- Andreia V Pinho
- Andrew Berchuck
- Andrew D Cherniack
- Andrew J Dunford
- Andrew J Mungall
- Andrew J Spillane
- Andrew Menzies
- Andrew P Barbour
- Andrew Tutt
- Andrew V Biankin
- Andrew V Biankin
- Andrey Korshunov
- Andrés Lanzós
- Andy Cafferkey
- Andy G Lynch
- Angela Chou
- Angela N Brooks
- Angela Tam
- Angelica Ochoa
- Angelika N Christ
- Angelo P Dei Tos
- Anieta M Sieuwerts
- Anil K Sood
- Anita Langerød
- Anja Füllgrabe
- Anke K Bergmann
- Ann-Marie Patch
- Anna deFazio
- Anna Ehinger
- Anna Fitzgerald
- Anne Hamilton
- Anne Vincent-Salomon
- Anne Y Warren
- Anne-Lise Børresen-Dale
- Annegien Broeks
- Anthony DiBiase
- Anthony J Gill
- Anthony Ng
- Anthony R Green
- Antonia L Pritchard
- Antonio Pea
- Antonios Koures
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- Stephan Ossowski
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- Stephan Wolf
- Stephanie Sungalee
- Stephen B Baylin
- Stephen H Kazakoff
- Stephen J Chanock
- Stephen J Hayes
- Stephen M Cordner
- Steve Hawkins
- Steve Hoffmann
- Steven A Roberts
- Steven E Schumacher
- Steven G Rozen
- Steven Gallinger
- Steven Hazell
- Steven J M Jones
- Steven J Newhouse
- Steven Van Laere
- Stian Knappskog
- Stuart Edmonds
- Stuart R Jefferys
- Su Pin Choo
- Subhajit Sengupta
- Sue Merson
- Suet-Feung Chin
- Sultan T Al-Sedairy
- Sun Ren X
- Sung-Min Ahn
- Sung-Soo Yoon
- Sunghoon Cho
- Sunil R Lakhani
- Suresh Ramalingam
- Susan Bullman
- Susanna L Cooke
- Susanna L Cooke
- Sushant Kumar
- Suyash S Shringarpure
- Syed Haider
- Syed Haider
- Sylvia Asa
- Søren Brunak
- Takafumi N Yamaguchi
- Takanori Hasegawa
- Takashi Yugawa
- Takashi Yugawa
- Takuji Okusaka
- Tal Shmaya
- Tannistha Nandi
- Taobo Hu
- Tapio Visakorpi
- Tara J Skelly
- Tari A King
- Tatsuhiko Tsunoda
- Tatsuhiro Shibata
- Tatsuhiro Shibata
- Ted R Hupp
- Tetsuo Ushiku
- Theodorus Van der Kwast
- Thomas E Carey
- Thomas J Hudson
- Thomas J Matthew
- Thomas J Mitchell
- Thorsten Schlomm
- Thorsten Zenz
- Tian Xia
- Tim Dudderidge
- Tim Ley
- Timothy A Beck
- Timothy Defreitas
- Timothy J C Bruxner
- Timothy J Underwood
- Tina Wong
- Tirso Pons
- Tobias Madsen
- Tobias Rausch
- Todd A Johnson
- Todd D Pihl
- Tom Bodenheimer
- Tom Mikkelsen
- Tom Roques
- Tomas J Tanskanen
- Tomas Marques-Bonet
- Tomoko Urushidate
- Torill Sauer
- Toru Nakamura
- Treasa A McPherson
- Troy Shelton
- Tsun-Po Yang
- Ultan McDermott
- Umadevi Veluvolu
- Umut H Toprak
- Valerie Jakrot
- Varsha Tembe
- Vasilisa A Rudneva
- Venkata D Yellapantula
- Vera B Kaiser
- Vera B Kaiser
- Veronica Y Sabelnykova
- Victor Reuter
- Vikram Deshpande
- Vikram Deshpande
- Viktoriya Korchina
- Ville Mustonen
- Vinayak Bhandari
- Vincent Ferretti
- Vincent Huang
- Vincent J Gnanapragasam
- Vincent Khoo
- Vincenzo Corbo
- Vishal S Chandan
- Volker Hovestadt
- W Kimryn Rathmell
- W M Linehan
- Wan Choi
- Wanding Zhou
- Wei Jiao
- Wei Jiao
- Wenyi Wang
- William B Isaacs
- William C Faquin
- William C Faquin
- William Friedman
- William Howat
- William Meyerson
- Willie Yu
- Winghing Wong
- Wojciech Bazant
- Wolfgang Huber
- Wolfram Klapper
- Xavier Estivill
- Xavier Pivot
- Xiao Xiao
- Xiaobo Li
- Xiaoping Su
- Xiaotong Li
- Xiaotong Yao
- Xing Hua
- Xingmin Liu
- Xinyue Li
- Xiuqing Zhang
- Xiuqing Zheng
- Xose S Puente
- Xuan Le
- Xuanping Zhang
- Xuemei Luo
- Xueqing Zou
- Yan Shi
- Yan Zhang
- Yang Wu
- Yang Yang
- Yann Joly
- Yanxun Xu
- Yao He
- Yasin Senbabaoglu
- Yassen Assenov
- Yasser Riazalhosseini
- Yasuhito Arai
- Yasushi Rino
- Yasushi Totoki
- Yeng Ang
- Yi Huang
- Yiling Lu
- Yilong Li
- Yingyan Yu
- Yiwen Chen
- Yogesh Kumar
- Yoke-Eng Chiew
- Yong Hou
- Yong Zhou
- Yong-Jie Lu
- Yongzhan Nie
- Yosef E Maruvka
- Yoshiiku Kawakami
- Young Seok Ju
- Youngchoon Woo
- Youngil Koh
- Youngwook Kim
- Yousif Fouad
- Youyong Lu
- Yu Fan
- Yu-Jia Shiah
- Yuan Ji
- Yuan Yuan
- Yuichi Shiraishi
- Yulia Newton
- Yulia Rubanova
- Yumeng Wang
- Yupeng Cun
- Yussanne Ma
- Zachary Heins
- Zechen Chong
- Zemin Zhang
- Zhaohong Chen
- Zhenggang Wu
- Zhining Wang
- Zhongming Zhao
- Ziao Lin
- Zsofia Kote-Jarai
- Ólafur Andri Stefánsson
- Øystein Garred
- Publication venue
- Publication date
- 01/01/2020
- Field of study
Sex differences have been observed in multiple facets of cancer epidemiology, treatment and biology, and in most cancers outside the sex organs. Efforts to link these clinical differences to specific molecular features have focused on somatic mutations within the coding regions of the genome. Here we report a pan-cancer analysis of sex differences in whole genomes of 1983 tumours of 28 subtypes as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium. We both confirm the results of exome studies, and also uncover previously undescribed sex differences. These include sex-biases in coding and non-coding cancer drivers, mutation prevalence and strikingly, in mutational signatures related to underlying mutational processes. These results underline the pervasiveness of molecular sex differences and strengthen the call for increased consideration of sex in molecular cancer research.Sex differences have been observed in multiple facets of cancer epidemiology, treatment and biology, and in most cancers outside the sex organs. Efforts to link these clinical differences to specific molecular features have focused on somatic mutations within the coding regions of the genome. Here we report a pan-cancer analysis of sex differences in whole genomes of 1983 tumours of 28 subtypes as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium. We both confirm the results of exome studies, and also uncover previously undescribed sex differences. These include sex-biases in coding and non-coding cancer drivers, mutation prevalence and strikingly, in mutational signatures related to underlying mutational processes. These results underline the pervasiveness of molecular sex differences and strengthen the call for increased consideration of sex in molecular cancer research.Peer reviewe
Author Correction: Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples
- Author
- Aaltonen Lauri A.
- Abascal Federico
- Abeshouse Adam
- Aburatani Hiroyuki
- Adams David J.
- Agrawal Nishant
- Ahn Keun Soo
- Ahn Sung-Min
- Aikata Hiroshi
- Akbani Rehan
- Akbani Rehan
- Akdemir Kadir C.
- Al-Ahmadie Hikmat
- Al-Sedairy Sultan T.
- Al-Shahrour Fatima
- Alawi Malik
- Albert Monique
- Aldape Kenneth
- Alexandrov Ludmil B.
- Ally Adrian
- Alsop Kathryn
- Alvarez Eva G.
- Amary Fernanda
- Amin Samirkumar B.
- Aminou Brice
- Ammerpohl Ole
- Anderson Matthew J.
- Ang Yeng
- Antonello Davide
- Anur Pavana
- Anur Pavana
- Aparicio Samuel
- Appelbaum Elizabeth L.
- Arai Yasuhito
- Aretz Axel
- Arihiro Koji
- Ariizumi Shun-ichi
- Armenia Joshua
- Arnau Gisela Mir
- Arnould Laurent
- Asa Sylvia
- Assenov Yassen
- Atwal Gurnit
- Aukema Sietse
- Auman J. Todd
- Aure Miriam R.
- Awadalla Philip
- Aymerich Marta
- Bader Gary D.
- Baez-Ortega Adrian
- Bailey Matthew H.
- Bailey Matthew H.
- Bailey Matthew H.
- Bailey Matthew H.
- Bailey Peter J.
- Balasundaram Miruna
- Balu Saianand
- Bandopadhayay Pratiti
- Banks Rosamonde E.
- Barbi Stefano
- Barbour Andrew P.
- Barenboim Jonathan
- Barnholtz-Sloan Jill
- Barr Hugh
- Barrera Elisabet
- Bartlett John
- Bartolome Javier
- Bassi Claudio
- Bathe Oliver F.
- Baumhoer Daniel
- Bavi Prashant
- Baylin Stephen B.
- Bazant Wojciech
- Beardsmore Duncan
- Beck Timothy A.
- Behjati Sam
- Behren Andreas
- Bell Cindy
- Beltran Sergi
- Benz Christopher
- Berchuck Andrew
- Bergmann Anke K.
- Bergstrom Erik N.
- Berman Benjamin P.
- Berney Daniel M.
- Bernhart Stephan H.
- Beroukhim Rameen
- Berrios Mario
- Bersani Samantha
- Bertl Johanna
- Betancourt Miguel
- Bhandari Vinayak
- Bhosle Shriram G.
- Biankin Andrew V.
- Bieg Matthias
- Bieg Matthias
- Bigner Darell
- Bin Zhu null
- Binder Hans
- Birney Ewan
- Birrer Michael
- Biswas Nidhan K.
- Bjerkehagen Bodil
- Bodenheimer Tom
- Boice Lori
- Bonizzato Giada
- Boot Arnoud
- Bootwalla Moiz S.
- Borg Ake
- Borkhardt Arndt
- Boroevich Keith A.
- Borozan Ivan
- Borst Christoph
- Bosenberg Marcus
- Bosio Mattia
- Boultwood Jacqueline
- Bourque Guillaume
- Boutros Paul C.
- Boutros Paul C.
- Bova G. Steven
- Bowen David T.
- Bowlby Reanne
- Bowtell David D. L.
- Boyault Sandrine
- Boyce Rich
- Boyd Jeffrey
- Brazma Alvis
- Brennan Paul
- Brewer Daniel S.
- Brinkman Arie B.
- Bristow Robert G.
- Broaddus Russell R.
- Brock Jane E.
- Brock Malcolm
- Broeks Annegien
- Brooks Angela N.
- Brooks Denise
- Brors Benedikt
- Brunak Søren
- Bruxner Timothy J. C.
- Bruzos Alicia L.
- Buchanan Alex
- Buchanan Alex
- Buchhalter Ivo
- Buchhalter Ivo
- Buchholz Christiane
- Bullman Susan
- Burke Hazel
- Burkhardt Birgit
- Burns Kathleen H.
- Busanovich John
- Bustamante Carlos D.
- Butler Adam P.
- Butler Adam P.
- Butte Atul J.
- Byrne Niall J.
- Børresen-Dale Anne-Lise
- Caesar-Johnson Samantha J.
- Cafferkey Andy
- Cahill Declan
- Calabrese Claudia
- Caldas Carlos
- Calvo Fabien
- Camacho Niedzica
- Campbell Peter J.
- Campo Elias
- Cantù Cinzia
- Cao Shaolong
- Carey Thomas E.
- Carlevaro-Fita Joana
- Carlsen Rebecca
- Cataldo Ivana
- Cazzola Mario
- Cebon Jonathan
- Cerfolio Robert
- Chadwick Dianne E.
- Chakravarty Dimple
- Chalmers Don
- Chan Calvin Wing Yiu
- Chan Kin
- Chan-Seng-Yue Michelle
- Chandan Vishal S.
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- Chanock Stephen J.
- Chantrill Lorraine A.
- Chateigner Aurélien
- Chatterjee Nilanjan
- Chayama Kazuaki
- Chen Hsiao-Wei
- Chen Jieming
- Chen Ken
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- Chen Yiwen
- Chen Zhaohong
- Cherniack Andrew D.
- Chien Jeremy
- Chiew Yoke-Eng
- Chin Suet-Feung
- Chiotti Kami
- Cho Juok
- Cho Sunghoon
- Choi Jung Kyoon
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- Chomienne Christine
- Chong Zechen
- Chong Zechen
- Choo Su Pin
- Chou Angela
- Christ Angelika N.
- Christie Elizabeth L.
- Chuah Eric
- Cibulskis Carrie
- Cibulskis Kristian
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- Clapham Peter
- Claviez Alexander
- Cleary Sean
- Cloonan Nicole
- Cmero Marek
- Collins Colin C.
- Connor Ashton A.
- Cooke Susanna L.
- Cooper Colin S.
- Cope Leslie
- Corbo Vincenzo
- Cordes Matthew G.
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- Cowin Prue A.
- Craft Brian
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- Cutcutache Ioana
- Czajka Karolina
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- Danilova Ludmila
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- deFazio Anna
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- Dhingra Priyanka
- Dhir Rajiv
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- DiBiase Anthony
- Ding Li
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- Dirix Luc
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- Dong Guanlan
- Donmez Nilgun
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- Drapkin Ronny
- Drechsel Oliver
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- Dudderidge Tim
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- Dursi Lewis Jonathan
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- Dutton-Regester Ken
- Eagles Jenna
- Easton Douglas F.
- Edmonds Stuart
- Edwards Paul A.
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- Eeles Rosalind A.
- Ehinger Anna
- Eils Juergen
- Eils Roland
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- El-Naggar Adel
- Eldridge Matthew
- Ellrott Kyle
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- Ellrott Kyle
- Ellrott Kyle
- Erkek Serap
- Escaramis Georgia
- Espiritu Shadrielle M. G.
- Espiritu Shadrielle M. G.
- Estivill Xavier
- Etemadmoghadam Dariush
- Eyfjord Jorunn E.
- Faltas Bishoy M.
- Fan Daiming
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- Faquin William C.
- Farcas Claudiu
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- Fatima Aquila
- Favero Francesco
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- Felau Ina
- Fereday Sian
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- Feuerbach Lars
- Field Matthew A.
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- Fittall Matthew W.
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- Flanagan Adrienne M.
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- Foekens John A.
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- Fonseca Nuno A.
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- Fraser Michael
- Frazer Scott
- Frenkel-Morgenstern Milana
- Friedman William
- Frigola Joan
- Fronick Catrina C.
- Fujimoto Akihiro
- Fujita Masashi
- Fukayama Masashi
- Fulton Lucinda A.
- Fulton Robert S.
- Fulton Robert S.
- Furuta Mayuko
- Futreal P. Andrew
- Füllgrabe Anja
- Gabriel Stacey B.
- Gallinger Steven
- Gambacorti-Passerini Carlo
- Gao Jianjiong
- Gao Shengjie
- Gao Shengjie
- Garraway Levi
- Garred Øystein
- Garrison Erik
- Garsed Dale W.
- Gehlenborg Nils
- Gelpi Josep L. l.
- Gelpi Josep L. l.
- George Joshy
- Gerhard Daniela S.
- Gerhauser Clarissa
- Gershenwald Jeffrey E.
- Gerstein Mark B.
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- Gerstung Moritz
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- Ghossein Ronald
- Giama Nasra H.
- Gibbs Richard A.
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- Gill Pelvender
- Giri Dilip D.
- Glodzik Dominik
- Gnanapragasam Vincent J.
- Goebler Maria Elisabeth
- Goldman Mary J.
- Gomez Carmen
- Gonzalez Santiago
- Gonzalez Santiago
- Gonzalez-Perez Abel
- Gordenin Dmitry A.
- Gossage James
- Gotoh Kunihito
- Govindan Ramaswamy
- Göke Jonathan
- Grabau Dorthe
- Graham Janet S.
- Grant Robert C.
- Green Anthony R.
- Green Eric
- Greger Liliana
- Grehan Nicola
- Grimaldi Sonia
- Grimmond Sean M.
- Grossman Robert L.
- Grundhoff Adam
- Gundem Gunes
- Guo Qianyun
- Gupta Manaswi
- Gupta Shailja
- Gut Ivo G.
- Gut Ivo G.
- Gut Marta
- Ha Gavin
- Haake Andrea
- Haan David
- Haas Siegfried
- Haase Kerstin
- Haber James E.
- Habermann Nina
- Hach Faraz
- Hach Faraz
- Haider Syed
- Hale Walker
- Hama Natsuko
- Hamdy Freddie C.
- Hamilton Anne
- Hamilton Mark P.
- Han Leng
- Hanna George B.
- Hansmann Martin
- Haradhvala Nicholas J.
- Harismendy Olivier
- Harliwong Ivon
- Harmanci Arif O.
- Harrington Eoghan
- Hasegawa Takanori
- Haussler David
- Haussler David
- Hawkins Steve
- Hayami Shinya
- Hayashi Shuto
- Hayes D. Neil
- Hayes Stephen J.
- Hayward Nicholas K.
- Hazell Steven
- He Yao
- Heath Allison P.
- Heath Simon C.
- Hedley David
- Hegde Apurva M.
- Heiman David I.
- Heinold Michael C.
- Heinold Michael C.
- Heins Zachary
- Heisler Lawrence E.
- Hellstrom-Lindberg Eva
- Helmy Mohamed
- Heo Seong Gu
- Hepperla Austin J.
- Heredia-Genestar José María
- Herrmann Carl
- Hersey Peter
- Hess Julian M.
- Hess Julian M.
- Hess Julian M.
- Hilmarsdottir Holmfridur
- Hinton Jonathan
- Hinton Jonathan
- Hirano Satoshi
- Hiraoka Nobuyoshi
- Hoadley Katherine A.
- Hobolth Asger
- Hodzic Ermin
- Hoell Jessica I.
- Hoffmann Steve
- Hofmann Oliver
- Holbrook Andrea
- Holik Aliaksei Z.
- Hollingsworth Michael A.
- Holmes Oliver
- Holt Robert A.
- Hong Chen
- Hong Eun Pyo
- Hong Jongwhi H.
- Hooijer Gerrit K.
- Hornshøj Henrik
- Hosoda Fumie
- Hou Yong
- Hovestadt Volker
- Howat William
- Hoyle Alan P.
- Hruban Ralph H.
- Hu Jianhong
- Hu Taobo
- Hu Taobo
- Hua Xing
- Huang Kuan-lin
- Huang Mei
- Huang Mi Ni
- Huang Vincent
- Huang Vincent
- Huang Yi
- Huang Yi
- Huber Wolfgang
- Hudson Thomas J.
- Hummel Michael
- Hung Jillian A.
- Huntsman David
- Hupp Ted R.
- Huse Jason
- Huska Matthew R.
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- Hutter Carolyn M.
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- Hübschmann Daniel
- Iacobuzio-Donahue Christine A.
- Imbusch Charles David
- Imielinski Marcin
- Imoto Seiya
- Isaacs William B.
- Isaev Keren
- Ishikawa Shumpei
- Iskar Murat
- Islam S. M. Ashiqul
- Ittmann Michael
- Ivkovic Sinisa
- Izarzugaza Jose M. G.
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- Jakrot Valerie
- Jamieson Nigel B.
- Jan Komorowski null
- Jang Gun Ho
- Jang Se Jin
- Jayaseelan Joy C.
- Jayasinghe Reyka
- Jäger Natalie
- Jäger Natalie
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- Jegalian Karine
- Jennings Jennifer L.
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- Ji Yuan
- Jiao Wei
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- Jonathan Dursi Lewis
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- Jung Jongsun
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- Juul Sissel
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- Kahles Andre
- Kahraman Abdullah
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- Kalimuthu Sangeetha
- Kandoth Cyriac
- Kang Koo Jeong
- Karaszi Katalin
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- Kasaian Katayoon
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- Korchina Viktoriya
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- Koster Roelof
- Kote-Jarai Zsofia
- Koures Antonios
- Kovacevic Milena
- Kremeyer Barbara
- Kretzmer Helene
- Kreuz Markus
- Krishnamurthy Savitri
- Kube Dieter
- Kumar Kiran
- Kumar Pardeep
- Kumar Sushant
- Kumar Sushant
- Kumar Yogesh
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- Kundra Ritika
- Kübler Kirsten
- Küppers Ralf
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- Larsson Erik
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- Lee-Six Henry
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- Lenze Dido
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- Lewis Lora
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- Li Chang
- Li Constance H.
- Li Haiyan Irene
- Li Jun
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- Li Xiaobo
- Li Xiaotong
- Li Xinyue
- Li Yilong
- Li Yize
- Liang Han
- Liang Sheng-Ben
- Liang Wen-Wei
- Lichter Peter
- Lin Pei
- Lin Ziao
- Linehan W. M.
- Lingjærde Ole Christian
- Liu Dongbing
- Liu Eric Minwei
- Liu Fei-Fei
- Liu Fenglin
- Liu Jia
- Liu Xingmin
- Livingstone Julie
- Livitz Dimitri
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- Livni Naomi
- Lochovsky Lucas
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- Long Georgina V.
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- Lovat Laurence B.
- López Cristina
- López-Otín Carlos
- Lu Yiling
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- Mafficini Andrea
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- Maitra Arindam
- Majumder Partha P.
- Malcovati Luca
- Malikic Salem
- Malleo Giuseppe
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- Mantovani-Löffler Luisa
- Marchal Kathleen
- Marchegiani Giovanni
- Mardis Elaine R.
- Margolin Adam A.
- Marin Maximillian G.
- Markowetz Florian
- Markowski Julia
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- Marsden Luke
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- Martincorena Iñigo
- Martinez-Fundichely Alexander
- Maruvka Yosef E.
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- Publication venue
- Publication date
- 01/01/2020
- Field of study
: Correction to this paper has been published: https://doi.org/10.1038/s41467-020-20128-w
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