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Record W1984426896 · doi:10.1038/ajg.2011.58

An Evidence-Based Systematic Review on Medical Therapies for Inflammatory Bowel Disease

2011· review· en· W1984426896 on OpenAlexaff
Nicholas J. Talley, María T. Abreu, Jean-Paul Achkar, Çharles N. Bernstein, Marla C. Dubinsky, Stephen B. Hanauer, Sunanda V. Kane, William J. Sandborn, Thomas Ullman, Paul Moayyedi

Bibliographic record

VenueThe American Journal of Gastroenterology · 2011
Typereview
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsMcMaster University Medical CentreUniversity of Manitoba
Fundersnot available
KeywordsMedicineInflammatory bowel diseaseIntensive care medicineInflammatory Bowel DiseasesSystematic reviewDiseaseEvidence-based medicineMedical literatureMEDLINEAlternative medicineInternal medicinePathology

Abstract

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Crohn's disease (CD) and ulcerative colitis (UC) are chronic inflammatory disorders of the gastrointestinal tract. Collectively they are termed inflammatory bowel disease (IBD) and it is estimated that 1.5 million Americans (1) suffer from UC and CD. Their etiologies are unknown, although both are thought to arise from a disordered immune response to the gut contents in genetically predisposed individuals (1). The characteristics of the inflammatory response are different, with CD typically causing transmural inflammation and occasionally associated with granulomas, whereas in UC the inflammation is usually confined to the mucosa. Both UC and CD exhibit a relapsing and remitting course and there is a significant, often dramatic, reduction in quality of life during exacerbations of the disease (2). This has an impact on psychological health, with active IBD patients experiencing greater levels of distress and feelings of lack of sense of self-control compared with the normal population and patients with inactive IBD (3,4). Extrapolation from US administrative claims databases suggests that IBD is responsible for 2.3 million physician visits (5), 180,000 hospital admissions (6), and costs $6.3 billion (7) annually. There have been recent guidelines on the management of both UC (8) and CD (9) that direct the clinician on diagnosis and treatment. Approximately 33% of the cost of IBD is due to medical therapy (7), and given the substantial clinical burden and economic cost of IBD it is important to establish the effectiveness of current medical therapies in both UC and CD. Although there have been several systematic reviews on the efficacy of therapy (10,11), this is a rapidly changing field and there is a need for a comprehensive review of the literature. The American College of Gastroenterology IBD Task Force developed a protocol for systematically reviewing the data on currently available therapies for UC and CD, both in inducing remission and in preventing relapse of the disease. Evidence-based statements were then developed and the strength of recommendation for each was graded according to standard criteria. Section 1 Epidemiology of IBD Multiple studies have evaluated the epidemiology of IBD in adults from various geographic regions; most studies are from Western countries, where the incidence of IBD is highest, the existence of comprehensive databases is more common, and identification of adequately sized populations is easier (12). We have reviewed the literature on population estimates of CD and UC incidence over the past 20 years. Where there was more than one study we have taken the study with the largest population, which is most representative of the country. In the case of two studies of similar size we have evaluated the most recent data. We identified 35 studies (13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47) that provided data on incidence of CD and/or UC. In the US estimates of CD, incidence varies between 6 (13) and 8 (14) per 100,000, with a prevalence of 100 (13) to 200 (12) per 100,000. For UC, the incidence in the United States ranges between 9 (14) and 12 (13), with a prevalence of 205 (13) to 240 (12) per 100,000. Incidence estimates for other countries are given in Table 1. Geographical variation suggests that CD has a higher incidence in industrialized countries and higher rates in the West than in the East (Figure 1a). There also appears to be a North–South gradient with a strong correlation between degrees latitude and CD incidence when the Western Hemisphere and Western Europe are evaluated (Figure 2a). This North–South gradient also exists within an individual country, with CD being less common in the southern United States (12) and in the south of France (32). CD also has a high incidence in New Zealand, that the disease more common the the is from the There be an to CD that is more in a more similar exists for UC (Figure although the North–South gradient is (Figure Incidence of CD and UC variation in incidence rates for inflammatory bowel disease. Incidence rates for Crohn's disease. Incidence rates for ulcerative per in inflammatory bowel disease incidence rates with degrees latitude from the in Crohn's disease incidence in ulcerative colitis incidence has been in incidence over in most countries (Figure although it to have a in the United States and the Incidence rates are also over for UC, although the of is less (Figure rates to have a in the United States This be due to of is more to a in the that to CD. The of this in inflammatory bowel disease incidence rates over Incidence of Crohn's disease over Incidence of ulcerative colitis over of for CD has been although the disease be The diagnosis of UC also most of and then the incidence Western studies that CD is more common in with a of and a on of CD is a an between and CD in the in is a in the West and in the East CD be more common in The incidence of UC have a are to have a higher of IBD than other a systematic review suggests that the incidence in Americans is that of and that in Americans and the incidence is higher than was thought and review data that is a for CD is for UC data are less with one study impact on CD UC and study an of CD with in the of 12 that was associated with of CD, there was substantial in the data. the for this were it was that of CD was to the the and over the years. this was associated with of CD. This the that the between CD and is due to CD being In a of the between and UC identified studies and a strong and with between The rapidly rates of CD and UC over the past 20 to being important in the of most are due to the between and the and IBD is studies have a of the of the between and CD there has been a of to the of of to immune CD is associated with that the immune in the other and (1). UC is also associated with in the although it has been associated with the immune (1). UC has also been to be associated with and (1). Although with immune are more to the that the immune response The most within the gut gut of the gut has been associated with an of IBD in two studies from the United and studies over and both a of IBD within 1 of the were the the for the The to be similar for UC and CD and for and There is a of case in are to have are to more than have The of the has from and and gut in were greater than the and over were This that UC, CD, and (Figure CD patients a less and although the of patients evaluated was this was with a study this is the of IBD be from this of a study is to in gut to the of CD in Crohn's ulcerative and with from are also associated with the of in countries where has to a in and of of has been identified associated with CD study the of over has that from and is associated with a in of IBD when the of was compared with the The to be similar for UC and CD is that the have a direct to the immune it is more that in have important for the of the gut in in and in in gut which the incidence of The has been to the between the immune and the in in industrialized The was to the in disorders in developed The to a have to a lack of to in and this to a of the of the immune There be of the which is important in and an of the which is important in CD for the is than the of with that within the there is a of that in the of This be the for of IBD is associated with and with there to be a with of IBD in in a the is from the for the incidence of IBD in industrialized impact of on the immune with in the gut is Although the is a for the of IBD in developed countries, the from data is that of the of disorders be study of both the immune and the gut that the immune have been the current of IBD therapy to therapies that the gut to be in of the Task Force on medical therapies for IBD There are a of medical therapies available to both UC and CD, and active and the quality of life the efficacy of therapies is There have been a of systematic reviews that have evaluated of need and that are to we have that were in and data in systematic reviews of bowel when the for an on medical therapies for is that similar have been in systematic reviews of IBD We a of systematic reviews the efficacy of medical therapies for CD and UC in inducing remission and preventing relapse a similar to the on management review of the and of the systematic reviews are given in individual that this the of were for in the to have evaluated patients with active CD UC. The were therapy therapies therapy were compared with with The of therapy was for of active disease and 6 for of and of was medical therapy in active CD were they of clinical remission of an was according to a and in the that more than one was the that was most according to protocol was The the was Crohn's other of remission of remission of remission medical therapy in CD were they of disease relapse an CD relapse was according to the of relapse to relapse of relapse of relapse in studies that one we the most according to this medical therapy in active UC were they of clinical remission an according to the of remission of remission of remission and of remission medical therapy in UC were they of disease relapse an according to the of relapse of relapse of relapse and of relapse The was for UC and CD, the variation in to disease in For UC a normal disease whereas this is for CD the the is more than UC of were also with in each individual gastrointestinal and We the of and that the of clinical of clinical on various in the Crohn's in for CD for UC we that the of for and of IBD be to of and we to and the more systematic remission and data within the of a clinical were identified to to of and the were We a of the of and identified the and evaluated from and was evaluated two according to and where the of a was that were are in the study was evaluated for of of in the of of and of were on developed two and was were for CD, UC, of active and of was compared with The of was for For that evaluated of active was in of the of with active disease the that relapse were in of the of data were with from the being to be were a was and/or a was were with the incidence rates of the to and to were the This was the from the were for the for each and of was to other have the was and of was to and the were the The American College of Gastroenterology Task Force on IBD was on in the epidemiology and therapy of The of the Task Force and the systematic review have in This was that a on the data be The Task Force developed a protocol for the systematic reviews and were given the data to a were on the data and the Task Force on statements the the to The recommendation and the quality of were on according to the recommendation was strong the of therapy the The of this recommendation is that most patients be this in a given clinical For this statements usually the of disease where the was this was the the was for of disease. recommendation was the of were more with In this the to to on the clinical the and The quality of the was also graded and The quality of the data was there were between in the that the of the was the of the was and/or there was of The more the the the quality of The quality of the was a developed the to of study of the quality of given this was reviewed the and In there was on the strength of recommendation and quality of of therapies in IBD are the to be for UC medical this was In the of the was thought to be due to a a the of the of with the of a with the an to and that it the course of In the that patients with UC also a reduction in the of bowel The of is that the and reduction in and the of In the that were UC, disease active with The of on UC be due to the and this has to other and The of of is they are to they and and The systematic of for is are greater than in there are of and Section of therapies inducing remission in active UC therapies are inducing remission in UC of The systematic review is in There were patients that compared therapies The of studies evaluated and patients with UC. There was a strong in of with a of 6 and with of patients remission in the active compared with in the The quality of the studies was graded there was in the other study and two studies a of This have the quality of the was to the of on active UC was strong and the was of therapy and of with studies the most of There was in efficacy between the direct There were two patients with an of and patients with an of 6 The for therapies appears to be per of with from the There were patients that compared more than per with per in active UC The of patients UC with of There was between the two with remission in the compared with in the to the of per in patients on therapy with a relapse of UC, it is that response is due to the to the Section of therapies preventing relapse in UC therapies are preventing relapse in UC of We identified with a of that compared in patients with UC There was a strong in of with a of of patients on compared with of patients over Although there were two the quality of was graded the of therapies in preventing UC relapse was strong and between There was between although this when with the most of of and remission were and the strong There was that efficacy between of with direct with There were patients that evaluated in UC with an of and patients that evaluated with an of The of to UC relapse appears to be the of per have compared a of of with a of per and there was a in of the higher of There was one that compared per per in UC patients and between the two the of per although is to establish the have efficacy in preventing Section of therapies inducing remission in active CD therapies for inducing remission in active CD of We a systematic review of the literature for this This data from the Crohn's study that been This identified patients that compared with The of patients were for and disease. There was a of therapies when remission was the although the was with remission in the and in the and were evaluated a the of was was remission in CD and in this a in CD we to remission in active CD. The for this was that the data were and this the Crohn's on CD remission were available for this the were similar between and that this is to be that this 33% of the patients in the we that it was that was inducing remission in active CD. therapies are to be in the and the of patients in the studies disease. The quality of was there was one with of were and were on was Section of therapies preventing relapse in CD therapies for preventing relapse in CD of There were patients with therapy in CD for 6 to The of patients disease and there was in relapse rates between the two The relapse was with therapies and in the In the that evaluated there was a of this was There were that of and a of studies a of preventing CD relapse The was of quality there was a of that a of there was between studies and in with of the available was to therapies to CD the recommendation of the review we that be in therapies have a in CD. Section of therapies in IBD are of that were developed for that then were to and from the the of when a the a This is and the medical this that and were the two of the in evaluated the efficacy of in UC in then have been for exacerbations of UC and CD. with to a that of and disorders and more of and This to the of that has an the of available to the and the of the immune response with in the of and of inflammatory to the also of and inflammatory There was of of standard in the systematic review the of are For this we standard for the of CD and UC and therapy We therapy of CD with are with this Section of therapies inducing remission in active UC therapies are inducing remission in active UC of systematic review for the identified were inducing remission in active UC with a of remission with in compared with in the of were more than with the of which is and that were thought to were there were with a study also to be inducing although this was in the due to the of therapy and of available were to the efficacy according to of disease. The quality of was there were a of patients and the of was There was also between studies and one that a of although this the Section of therapies inducing remission in active CD therapies are inducing remission in active CD of We identified two patients that compared with in active CD. a in of with between a and a remission with therapy compared with in the the of was and the of patients was this that when the two were the of was from in a was the in the there was a of There were therapy and data available were to the efficacy according to of disease. The quality was there was a of between the two studies and study was of We a strong recommendation that standard were in active CD there is that is more than inducing remission in CD and there is also from that are more than therapy is inducing remission in CD of There were two patients that compared with in active CD. and/or disease. was more than inducing remission with a of CD patients remission with compared with on Both similar with between the two the quality was a of and the of patients was are more than inducing remission in CD of The systematic review identified patients that compared standard in active CD. The of patients disease. evaluated with remission in the standard in the The for standard over inducing remission was on were provided with patients in two of patients standard an to be associated with compared with on The to was was standard active disease remission was less The recommendation was the clinician need to the of with standard with the of and the of which to is to on a There was between the of the was the was with and there was that a of Section of preventing relapse in CD preventing relapse in CD of There were that evaluated patients with preventing relapse in CD. There was an in of with relapsing with active and with this evaluated patients for and of that was in this patients with CD that been in the to the of the and patients for a The was due to for a remission it the and when this study was the on were provided evaluated with of in the of for were higher in patients with an of 6 has less than there is the of be an in patients have on The of was there were and the of was of therapies in IBD the that the of in UC was there was also a of the This was the of the and and the and more been in inflammatory the medical that the of were often therapy with the with of the of on in the with case of and IBD Although the of between of they are to due to direct on immune The of in IBD and therapy to be systematic reviews efficacy have been of and other We an systematic review of of and compared with with for of remission of remission in UC and CD. to the in of we to for and the are in which are also the for data more on and are associated with of and during it is that patients have to for The of of and when the of 1.5 to be less than The of and is and levels be and Section of therapies inducing remission in active UC and for inducing remission in active UC of systematic review of the literature for this two Both were and although there was a to in the this was There was between a of We and be to remission in UC, the recommendation was it was that a of patients been in and with more for inducing remission in active UC. of There was one patients with active UC. The an of and similar remission rates in and is in patients with active UC to is in active UC of There was one 20 with active UC patients were to This compared for rates were there was a strong for with patients in the in the for The in this to was standard and be this is the that has evaluated the UC and we that although the data were this is a to in this to be on a There was that compared of in UC Approximately of the patients in each although there was compared with in UC There were more in the this and remission rates were There was one patients that compared to for in UC. There was a in UC with a response an in in the UC of similar of patients were in remission in each Section of therapies preventing relapse in UC and are preventing relapse in UC. of The systematic review identified patients with UC and with studies the patients for 12 and there was a reduction in relapse in the compared with with an of The relapse was in the compared with in the There was between the was graded there were and the of patients was and the were There was one that evaluated in patients been on this This study that relapse in of the patients on and in of the patients in the 1 and that be for they to be for preventing relapse in UC. of There were two with a of patients that compared with in UC. Both a of and patients for Both were The of and is that and/or a higher of be more in preventing relapse in UC, with the current the effectiveness of this is Section of therapies inducing remission in active CD and for inducing remission in active CD. of The systematic review identified patients and with in active CD. were than inducing evaluated and were of There was between and one was were they than CD studies the and both studies a lack of efficacy of study in patients was it on 1 This was in of the of this is data were provided 12 is inducing remission in active CD. of There were two patients that compared with in active CD. there was a strong in of this was of Both an of There was between with one being and being The study evaluated a of and with an of which the we greater on the that the higher of patients in this study were given and on a of over the of the with more on one the a recommendation in of to remission in CD. for inducing remission in active CD of There was one patients with active CD that compared with This an of and there was of active treatment. was it an This was currently is to for active CD. There was that evaluated for in CD. There was a in of this be in CD Section of therapies preventing relapse in CD and are preventing relapse in CD of The systematic review identified two that compared with to relapse in patients with CD. There was one and a high of between the with one and one There was an patients that was also this was was for of this the of the there was a of to this was We a recommendation in of preventing CD relapse the was There were also in CD patients been on of that relapse rates were higher in the compared with active with a an of 6 CD patients that was than the need for there were two of CD patients that that was to preventing is preventing relapse in CD of There was one that compared with in CD. This patients and an of rates were in the evaluated in CD patients and a relapse rates 1 were in the for preventing relapse in CD of We identified one that evaluated to CD in There was of the active with over relapsing 1 in both Section 6 of therapies in IBD were developed to from a was and the of in the of in and to the to for a clinical Their were with they were in therapies were the United and the for the of CD in and for the of UC. therapies have been the recent guidelines for therapy of CD the American College of Gastroenterology American and The Crohn's and and for UC the American College of Gastroenterology guidelines have been on the of from clinical clinical and have the of therapies in various have current available for in and have important We have a systematic review and of to the efficacy and of in IBD a and on to and between there were between in patients to therapy compared with to data that patients therapy are of This is to therapy and is also with and therapies The of are in There are also that the therapies the of also to therapies and there is an with the is Section of therapies inducing remission in active UC is inducing remission in patients with UC of The systematic review identified patients that compared therapy with in active UC. evaluated with was more than with a and of patients remission with active The of recommendation was strong given the the quality of was an of and there was between with one and two in one that were is in patients with active UC of There were two patients that compared therapy with in active UC. was in both and was for There was a for to be to this was to There was between both of We a recommendation in of for active UC the a for This was the is in active UC and the is to be in disease The of and the in the management of UC to be on an individual Section of therapies preventing relapse in UC There were to this relapse rates during available were to a recommendation for therapy therapy for UC and more studies are Section of therapies inducing remission in active CD therapies and are inducing remission in patients with CD of The systematic review identified that evaluated patients and compared therapy with in active CD. of CD was in of patients to compared with of patients to The was 8 The impact of therapy on active CD appears compared with other therapies from a clinical the data are the of patients and the to the more patients on the to clinical in than clinical on of patients of therapy to on in were in on we a strong The quality of was there was in the data. This was one a of and both a in of with a similar than the There was between the of and this to be more of and compared with be were than and although patients with similar disease were there were on in and to disease and study The of individual response the and of individual in the of between be a of for

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.027
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.015
Threshold uncertainty score0.050

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.027
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0070.007
Bibliometrics0.0060.006
Science and technology studies0.0010.000
Scholarly communication0.0020.002
Open science0.0020.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0150.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.025
GPT teacher head0.312
Teacher spread0.287 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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