Representation of people with comorbidity and multimorbidity in clinical trials of novel drug therapies: an individual-level participant data analysis.

Abstract:

BACKGROUND:Clinicians are less likely to prescribe guideline-recommended treatments to people with multimorbidity than to people with a single condition. Doubts as to the applicability of clinical trials of drug treatments (the gold standard for evidence-based medicine) when people have co-existing diseases (comorbidity) may underlie this apparent reluctance. Therefore, for a range of index conditions, we measured the comorbidity among participants in clinical trials of novel drug therapies and compared this to the comorbidity among patients in the community. METHODS:Data from industry-sponsored phase 3/4 multicentre trials of novel drug therapies for chronic medical conditions were identified from two repositories: Clinical Study Data Request and the Yale University Open Data Access project. We identified 116 trials (n = 122,969 participants) for 22 index conditions. Community patients were identified from a nationally representative sample of 2.3 million patients in Wales, UK. Twenty-one comorbidities were identified from medication use based on pre-specified definitions. We assessed the prevalence of each comorbidity and the total number of comorbidities (level of multimorbidity), for each trial and in community patients. RESULTS:In the trials, the commonest comorbidities in order of declining prevalence were chronic pain, cardiovascular disease, arthritis, affective disorders, acid-related disorders, asthma/COPD and diabetes. These conditions were also common in community-based patients. Mean comorbidity count for trial participants was approximately half that seen in community-based patients. Nonetheless, a substantial proportion of trial participants had a high degree of multimorbidity. For example, in asthma and psoriasis trials, 10-15% of participants had ≥ 3 conditions overall, while in osteoporosis and chronic obstructive pulmonary disease trials 40-60% of participants had ≥ 3 conditions overall. CONCLUSIONS:Comorbidity and multimorbidity are less common in trials than in community populations with the same index condition. Comorbidity and multimorbidity are, nevertheless, common in trials. This suggests that standard, industry-funded clinical trials are an underused resource for investigating treatment effects in people with comorbidity and multimorbidity.

journal_name

BMC Med

journal_title

BMC medicine

authors

Hanlon P,Hannigan L,Rodriguez-Perez J,Fischbacher C,Welton NJ,Dias S,Mair FS,Guthrie B,Wild S,McAllister DA

doi

10.1186/s12916-019-1427-1

subject

Has Abstract

pub_date

2019-11-12 00:00:00

pages

201

issue

1

issn

1741-7015

pii

10.1186/s12916-019-1427-1

journal_volume

17

pub_type

杂志文章
  • Estimation of outbreak severity and transmissibility: Influenza A(H1N1)pdm09 in households.

    abstract:BACKGROUND:When an outbreak of a novel pathogen occurs, some of the most pressing questions from a public-health point of view relate to its transmissibility, and the probabilities of different clinical outcomes following infection, to allow an informed response. Estimates of these quantities are often based on househo...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/1741-7015-10-117

    authors: House T,Inglis N,Ross JV,Wilson F,Suleman S,Edeghere O,Smith G,Olowokure B,Keeling MJ

    更新日期:2012-10-09 00:00:00

  • Hospital admissions in relation to body mass index in UK women: a prospective cohort study.

    abstract:BACKGROUND:Adiposity is associated with many adverse health outcomes but little direct evidence exists about its impact on the use of health care services. We aim to describe the relationship between body mass index (BMI) and rates of hospital admission in middle-aged UK women. METHODS:Among 1,251,619 Million Women St...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/1741-7015-12-45

    authors: Reeves GK,Balkwill A,Cairns BJ,Green J,Beral V,Million Women Study Collaborators.

    更新日期:2014-03-15 00:00:00

  • Comorbidity between depression and anxiety: assessing the role of bridge mental states in dynamic psychological networks.

    abstract:BACKGROUND:Comorbidity between depressive and anxiety disorders is common. A hypothesis of the network perspective on psychopathology is that comorbidity arises due to the interplay of symptoms shared by both disorders, with overlapping symptoms acting as so-called bridges, funneling symptom activation between symptom ...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-020-01738-z

    authors: Groen RN,Ryan O,Wigman JTW,Riese H,Penninx BWJH,Giltay EJ,Wichers M,Hartman CA

    更新日期:2020-09-29 00:00:00

  • Peer review for biomedical publications: we can improve the system.

    abstract::The lack of formal training programs for peer reviewers places the scientific quality of biomedical publications at risk, as the introduction of 'hidden' bias may not be easily recognized by the reader. The exponential increase in the number of manuscripts submitted for publication worldwide, estimated in the millions...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-014-0179-1

    authors: Stahel PF,Moore EE

    更新日期:2014-09-26 00:00:00

  • Guidance for identification and treatment of individuals with attention deficit/hyperactivity disorder and autism spectrum disorder based upon expert consensus.

    abstract:BACKGROUND:Individuals with co-occurring hyperactivity disorder/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) can have complex presentations that may complicate diagnosis and treatment. There are established guidelines with regard to the identification and treatment of ADHD and ASD as independent con...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-020-01585-y

    authors: Young S,Hollingdale J,Absoud M,Bolton P,Branney P,Colley W,Craze E,Dave M,Deeley Q,Farrag E,Gudjonsson G,Hill P,Liang HL,Murphy C,Mackintosh P,Murin M,O'Regan F,Ougrin D,Rios P,Stover N,Taylor E,Woodhouse E

    更新日期:2020-05-25 00:00:00

  • The prognostic value of lymph node yield in the earliest stage of colorectal cancer: a multicenter cohort study.

    abstract:BACKGROUND:In patients with stage II colorectal cancer (CRC) the number of surgically retrieved lymph nodes (LNs) is associated with prognosis, resulting in a minimum of 10-12 retrieved LNs being recommended for this stage. Current guidelines do not provide a recommendation regarding LN yield in T1 CRC. Studies evaluat...

    journal_title:BMC medicine

    pub_type: 杂志文章,多中心研究

    doi:10.1186/s12916-017-0892-7

    authors: Backes Y,Elias SG,Bhoelan BS,Groen JN,van Bergeijk J,Seerden TCJ,Pullens HJM,Spanier BWM,Geesing JMJ,Kessels K,Kerkhof M,Siersema PD,de Vos Tot Nederveen Cappel WH,van Lelyveld N,Wolfhagen FHJ,Ter Borg F,Offerhaus GJA,L

    更新日期:2017-07-14 00:00:00

  • Routine data for malaria morbidity estimation in Africa: challenges and prospects.

    abstract:BACKGROUND:The burden of malaria in sub-Saharan Africa remains challenging to measure relying on epidemiological modelling to evaluate the impact of investments and providing an in-depth analysis of progress and trends in malaria response globally. In malaria-endemic countries of Africa, there is increasing use of rout...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-020-01593-y

    authors: Alegana VA,Okiro EA,Snow RW

    更新日期:2020-06-03 00:00:00

  • Meat consumption and mortality--results from the European Prospective Investigation into Cancer and Nutrition.

    abstract:BACKGROUND:Recently, some US cohorts have shown a moderate association between red and processed meat consumption and mortality supporting the results of previous studies among vegetarians. The aim of this study was to examine the association of red meat, processed meat, and poultry consumption with the risk of early d...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/1741-7015-11-63

    authors: Rohrmann S,Overvad K,Bueno-de-Mesquita HB,Jakobsen MU,Egeberg R,Tjønneland A,Nailler L,Boutron-Ruault MC,Clavel-Chapelon F,Krogh V,Palli D,Panico S,Tumino R,Ricceri F,Bergmann MM,Boeing H,Li K,Kaaks R,Khaw KT,Wareha

    更新日期:2013-03-07 00:00:00

  • Mirror, mirror on the wall: which microbiomes will help heal them all?

    abstract:BACKGROUND:Clinicians have known for centuries that there is substantial variability between patients in their response to medications-some individuals exhibit a miraculous recovery while others fail to respond at all. Still others experience dangerous side effects. The hunt for the factors responsible for this variati...

    journal_title:BMC medicine

    pub_type: 社论

    doi:10.1186/s12916-016-0622-6

    authors: Nayak RR,Turnbaugh PJ

    更新日期:2016-05-04 00:00:00

  • Limited antigenic diversity of Plasmodium falciparum apical membrane antigen 1 supports the development of effective multi-allele vaccines.

    abstract:BACKGROUND:Polymorphism in antigens is a common mechanism for immune evasion used by many important pathogens, and presents major challenges in vaccine development. In malaria, many key immune targets and vaccine candidates show substantial polymorphism. However, knowledge on antigenic diversity of key antigens, the im...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-014-0183-5

    authors: Terheggen U,Drew DR,Hodder AN,Cross NJ,Mugyenyi CK,Barry AE,Anders RF,Dutta S,Osier FH,Elliott SR,Senn N,Stanisic DI,Marsh K,Siba PM,Mueller I,Richards JS,Beeson JG

    更新日期:2014-10-16 00:00:00

  • Characterization of Plasmodium vivax-associated admissions to reference hospitals in Brazil and India.

    abstract:BACKGROUND:The benign character formerly attributed to Plasmodium vivax infection has been dismantled by the increasing number of reports of severe disease associated with infection with this parasite, prompting the need for more thorough and comprehensive characterization of the spectrum of resulting clinical complica...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-015-0302-y

    authors: Siqueira AM,Lacerda MV,Magalhães BM,Mourão MP,Melo GC,Alexandre MA,Alecrim MG,Kochar D,Kochar S,Kochar A,Nayak K,del Portillo H,Guinovart C,Alonso P,Bassat Q

    更新日期:2015-03-20 00:00:00

  • Genetic discrimination and life insurance: a systematic review of the evidence.

    abstract:BACKGROUND:Since the late 1980s, genetic discrimination has remained one of the major concerns associated with genetic research and clinical genetics. Europe has adopted a plethora of laws and policies, both at the regional and national levels, to prevent insurers from having access to genetic information for underwrit...

    journal_title:BMC medicine

    pub_type: 杂志文章,评审

    doi:10.1186/1741-7015-11-25

    authors: Joly Y,Ngueng Feze I,Simard J

    更新日期:2013-01-31 00:00:00

  • Impact of interventions to improve the quality of peer review of biomedical journals: a systematic review and meta-analysis.

    abstract:BACKGROUND:The peer review process is a cornerstone of biomedical research. We aimed to evaluate the impact of interventions to improve the quality of peer review for biomedical publications. METHODS:We performed a systematic review and meta-analysis. We searched CENTRAL, MEDLINE (PubMed), Embase, Cochrane Database of...

    journal_title:BMC medicine

    pub_type: 杂志文章,meta分析,评审

    doi:10.1186/s12916-016-0631-5

    authors: Bruce R,Chauvin A,Trinquart L,Ravaud P,Boutron I

    更新日期:2016-06-10 00:00:00

  • Perceived morbidity and community burden after a Chikungunya outbreak: the TELECHIK survey, a population-based cohort study.

    abstract:BACKGROUND:Persistent disabilities are key manifestations of Chikungunya virus (CHIKV) infection, especially incapacitating polyarthralgia and fatigue. So far, little is known about their impact on health status. The present study aimed at describing the burden of CHIKV prolonged or late-onset symptoms on the self-perc...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/1741-7015-9-5

    authors: Gérardin P,Fianu A,Malvy D,Mussard C,Boussaïd K,Rollot O,Michault A,Gaüzere BA,Bréart G,Favier F

    更新日期:2011-01-14 00:00:00

  • How do you design randomised trials for smaller populations? A framework.

    abstract::How should we approach trial design when we can get some, but not all, of the way to the numbers required for a randomised phase III trial?We present an ordered framework for designing randomised trials to address the problem when the ideal sample size is considered larger than the number of participants that can be r...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-016-0722-3

    authors: Parmar MK,Sydes MR,Morris TP

    更新日期:2016-11-25 00:00:00

  • The UKCAT-12 study: educational attainment, aptitude test performance, demographic and socio-economic contextual factors as predictors of first year outcome in a cross-sectional collaborative study of 12 UK medical schools.

    abstract:BACKGROUND:Most UK medical schools use aptitude tests during student selection, but large-scale studies of predictive validity are rare. This study assesses the United Kingdom Clinical Aptitude Test (UKCAT), and its four sub-scales, along with measures of educational attainment, individual and contextual socio-economic...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/1741-7015-11-244

    authors: McManus IC,Dewberry C,Nicholson S,Dowell JS

    更新日期:2013-11-14 00:00:00

  • Alcohol intake, wine consumption and the development of depression: the PREDIMED study.

    abstract:BACKGROUND:Alcoholic beverages are widely consumed. Depression, the most prevalent mental disorder worldwide, has been related to alcohol intake. We aimed to prospectively assess the association between alcohol intake and incident depression using repeated measurements of alcohol intake. METHODS:We followed-up 5,505 h...

    journal_title:BMC medicine

    pub_type: 杂志文章,多中心研究,随机对照试验

    doi:10.1186/1741-7015-11-192

    authors: Gea A,Beunza JJ,Estruch R,Sánchez-Villegas A,Salas-Salvadó J,Buil-Cosiales P,Gómez-Gracia E,Covas MI,Corella D,Fiol M,Arós F,Lapetra J,Lamuela-Raventós RM,Wärnberg J,Pintó X,Serra-Majem L,Martínez-González MA,PREDIMED G

    更新日期:2013-08-30 00:00:00

  • Is inhibition of kinase activity the only therapeutic strategy for LRRK2-associated Parkinson's disease?

    abstract::Mutations in the leucine-rich repeat kinase 2 (LRRK2) gene are a common cause of familial Parkinson's disease (PD). Variation around the LRRK2 locus also contributes to the risk of sporadic PD. The LRRK2 protein contains a central catalytic region, and pathogenic mutations cluster in the Ras of complex protein C termi...

    journal_title:BMC medicine

    pub_type: 杂志文章,评审

    doi:10.1186/1741-7015-10-20

    authors: Rudenko IN,Chia R,Cookson MR

    更新日期:2012-02-23 00:00:00

  • Improving performance of the Tariff Method for assigning causes of death to verbal autopsies.

    abstract:BACKGROUND:Reliable data on the distribution of causes of death (COD) in a population are fundamental to good public health practice. In the absence of comprehensive medical certification of deaths, the only feasible way to collect essential mortality data is verbal autopsy (VA). The Tariff Method was developed by the ...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-015-0527-9

    authors: Serina P,Riley I,Stewart A,James SL,Flaxman AD,Lozano R,Hernandez B,Mooney MD,Luning R,Black R,Ahuja R,Alam N,Alam SS,Ali SM,Atkinson C,Baqui AH,Chowdhury HR,Dandona L,Dandona R,Dantzer E,Darmstadt GL,Das V,Dh

    更新日期:2015-12-08 00:00:00

  • Lactate clearance as a prognostic marker of mortality in severely ill febrile children in East Africa.

    abstract:BACKGROUND:Hyperlactataemia (HL) is a biomarker of disease severity that predicts mortality in patients with sepsis and malaria. Lactate clearance (LC) during resuscitation has been shown to be a prognostic factor of survival in critically ill adults, but little data exist for African children living in malaria-endemic...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-018-1014-x

    authors: Aramburo A,Todd J,George EC,Kiguli S,Olupot-Olupot P,Opoka RO,Engoru C,Akech SO,Nyeko R,Mtove G,Gibb DM,Babiker AG,Maitland K

    更新日期:2018-03-09 00:00:00

  • Tobacco smoking and risk of 36 cardiovascular disease subtypes: fatal and non-fatal outcomes in a large prospective Australian study.

    abstract:BACKGROUND:Tobacco smoking is a leading cause of cardiovascular disease (CVD) morbidity and mortality. Evidence on the relation of smoking to different subtypes of CVD, across fatal and non-fatal outcomes, is limited. METHODS:A prospective study of 188,167 CVD- and cancer-free individuals aged ≥ 45 years from the Aust...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-019-1351-4

    authors: Banks E,Joshy G,Korda RJ,Stavreski B,Soga K,Egger S,Day C,Clarke NE,Lewington S,Lopez AD

    更新日期:2019-07-03 00:00:00

  • What do evidence-based secondary journals tell us about the publication of clinically important articles in primary healthcare journals?

    abstract:BACKGROUND:We conducted this analysis to determine i) which journals publish high-quality, clinically relevant studies in internal medicine, general/family practice, general practice nursing, and mental health; and ii) the proportion of clinically relevant articles in each journal. METHODS:We performed an analytic sur...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/1741-7015-2-33

    authors: McKibbon KA,Wilczynski NL,Haynes RB

    更新日期:2004-09-06 00:00:00

  • Step counter use in type 2 diabetes: a meta-analysis of randomized controlled trials.

    abstract:BACKGROUND:While step counter use has become popular among type 2 diabetes (T2D) patients, its effectiveness in increasing physical activity (PA) and improving glycemic control has been poorly defined. The aim of this meta-analysis of randomized controlled trials (RCTs) was to evaluate the association of step counter u...

    journal_title:BMC medicine

    pub_type: 杂志文章,meta分析

    doi:10.1186/1741-7015-12-36

    authors: Qiu S,Cai X,Chen X,Yang B,Sun Z

    更新日期:2014-02-27 00:00:00

  • CD133(+)CXCR4(+) colon cancer cells exhibit metastatic potential and predict poor prognosis of patients.

    abstract:BACKGROUND:Colorectal cancer (CRC), which frequently metastasizes to the liver, is one of the three leading causes of cancer-related deaths worldwide. Growing evidence suggests that a subset of cells exists among cancer stem cells. This distinct subpopulation is thought to contribute to liver metastasis; however, it ha...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/1741-7015-10-85

    authors: Zhang SS,Han ZP,Jing YY,Tao SF,Li TJ,Wang H,Wang Y,Li R,Yang Y,Zhao X,Xu XD,Yu ED,Rui YC,Liu HJ,Zhang L,Wei LX

    更新日期:2012-08-07 00:00:00

  • Non-celiac gluten sensitivity - why worry?

    abstract::Wheat, once thought to be a critical ingredient in a healthy diet, has become a major threat, according to public opinion. The term non-celiac gluten sensitivity has been widely adopted to describe a clinical entity characterized by symptoms induced by gluten without the diagnostic criteria found in other gluten-relat...

    journal_title:BMC medicine

    pub_type: 评论,杂志文章

    doi:10.1186/1741-7015-12-86

    authors: Lundin KE

    更新日期:2014-05-23 00:00:00

  • Empowered citizen 'health hackers' who are not waiting.

    abstract::Due to the easier access to information, the availability of low cost technologies and the involvement of well educated, passionate patients, a group of citizen 'Health Hackers', who are building their own medical systems to help them overcome the unmet needs of their conditions, is emerging. This has recently been th...

    journal_title:BMC medicine

    pub_type: 社论

    doi:10.1186/s12916-016-0670-y

    authors: Omer T

    更新日期:2016-08-17 00:00:00

  • Hospital care for children and young adults in the last year of life: a population-based study.

    abstract:BACKGROUND:To help design population-based pediatric palliative care services, we sought to describe the hospital care received in the last year of life by children and young adults who died. We also determined the proportion with complex chronic conditions (CCCs) and tested whether the use of hospital services increas...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/1741-7015-1-3

    authors: Feudtner C,DiGiuseppe DL,Neff JM

    更新日期:2003-12-23 00:00:00

  • Simulation of an SEIR infectious disease model on the dynamic contact network of conference attendees.

    abstract:BACKGROUND:The spread of infectious diseases crucially depends on the pattern of contacts between individuals. Knowledge of these patterns is thus essential to inform models and computational efforts. However, there are few empirical studies available that provide estimates of the number and duration of contacts betwee...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/1741-7015-9-87

    authors: Stehlé J,Voirin N,Barrat A,Cattuto C,Colizza V,Isella L,Régis C,Pinton JF,Khanafer N,Van den Broeck W,Vanhems P

    更新日期:2011-07-19 00:00:00

  • Comparing the effects of HIV self-testing to standard HIV testing for key populations: a systematic review and meta-analysis.

    abstract:BACKGROUND:We update a previous systematic review to inform new World Health Organization HIV self-testing (HIVST) recommendations. We compared the effects of HIVST to standard HIV testing services to understand which service delivery models are effective for key populations. METHODS:We did a systematic review of rand...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-020-01835-z

    authors: Witzel TC,Eshun-Wilson I,Jamil MS,Tilouche N,Figueroa C,Johnson CC,Reid D,Baggaley R,Siegfried N,Burns FM,Rodger AJ,Weatherburn P

    更新日期:2020-12-03 00:00:00

  • Risk prediction models for dementia: role of age and cardiometabolic risk factors.

    abstract:BACKGROUND:Cardiovascular Risk Factors, Aging, and Incidence of Dementia (CAIDE) risk score is the only currently available midlife risk score for dementia. We compared CAIDE to Framingham cardiovascular Risk Score (FRS) and FINDRISC diabetes score as predictors of dementia and assessed the role of age in their associa...

    journal_title:BMC medicine

    pub_type: 杂志文章

    doi:10.1186/s12916-020-01578-x

    authors: Fayosse A,Nguyen DP,Dugravot A,Dumurgier J,Tabak AG,Kivimäki M,Sabia S,Singh-Manoux A

    更新日期:2020-05-19 00:00:00