| Literature DB >> 28336739 |
Nambi Ndugga1, Teisha G Lightbourne2, Kavon Javaherian2, Joaquin Cabezas1, Neha Verma2, A Sidney Barritt1, Ramon Bataller1.
Abstract
OBJECTIVES: Effective oral therapies for hepatitis B and C have recently been developed, while there are no approved pharmacological therapies for alcoholic and non-alcoholic fatty liver diseases (ALD and NAFLD). We hypothesise that fewer advances in fatty liver diseases could be related to disparities in research attention.Entities:
Keywords: Hepatitis B virus; Hepatitis C virus; Non-alcoholic fatty liver disease; PUBLIC HEALTH; alcoholic liver disease
Mesh:
Year: 2017 PMID: 28336739 PMCID: PMC5372160 DOI: 10.1136/bmjopen-2016-013620
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1Parameters of research attention to the four major liver diseases. The relative level of attention devoted to each liver disease from different parameters: (A) detailed analysis of all presentations at the two major annual scientific liver meetings (AASLD and EASL); (B) research opportunities offered by public agencies in the USA and in the EU; (C) ongoing registered clinical trials (ClinicalTrials.gov); (D) scientific publications (PubMed). AASLD, American Association Study of Liver Diseases; AH, alcoholic hepatitis; ALD, alcoholic liver disease; EASL, European Association for the Study of the Liver; EU, European Union; HBV, hepatitis B virus; HCV, hepatitis C virus; NAFLD, non-alcoholic fatty liver disease; NASH, non-alcoholic steatohepatitis; NIH, National Institutes of Health.
Weighted research attention to main liver diseases in the two most attended international liver conferences, 2010–2014
| Weighted values | HCV | HBV | NAFLD | ALD | ||||
|---|---|---|---|---|---|---|---|---|
| International Liver Conference | EASL | AASLD | EASL | AASLD | EASL | AASLD | EASL | AASLD |
| Symposia* | 277.5 | 47.5 | 92.5 | 49.5 | 35 | 10 | 25 | 15 |
| Titles of sessions† | 144 | 278 | 100 | 164 | 50 | 110 | 42 | 44 |
| Oral—general presentations‡ | 78 | 43.5 | 21 | 13.5 | 27 | 6 | 3 | 3 |
| Oral—parallel presentations§ | 33 | 54 | 26 | 39 | 13 | 20 | 11 | 16 |
| Poster presentation¶ | 945.5 | 1708 | 423.5 | 1135 | 231 | 475.5 | 98.5 | 135 |
| Total weighted points | 1478 | 2131 | 663 | 1401 | 356 | 621.5 | 179.5 | 213 |
*Incidence multiplied by 5 research points. It includes courses, joint workshops and industry-supported satellite symposia.
†Incidence multiplied by 4 research points. It includes titles of entire oral parallel session and poster categories.
‡Incidence multiplied by 3 research points. It includes plenary sessions, presidential lectures, state-of-the-art lectures and European Liver Patients Association (ELPA) workshops.
§Incidence multiplied by 2 research points. It includes early morning workshops, meet-the-professor luncheons and grand rounds.
¶Incidence multiplied by 1 research point.
AASLD, American Association for the Study of the Liver; ALD, alcoholic liver disease; EASL, European Association for the Study of Liver Diseases; HBV, hepatitis B virus; HCV, hepatitis C virus; NAFLD, non-alcoholic fatty liver disease.
Research attention from clinical trials, public agencies and PubMed
| HCV (n, %) | HBV | NAFLD | ALD | |
|---|---|---|---|---|
| Drugs in development | 61 (82) | 9 (12) | 2 (3) | 2 (3) |
| EASL | 1478 (55) | 663 (25) | 356 (13) | 179.5 (7) |
| AASLD | 2131 (49) | 1401 (32) | 621.5 (14) | 135 (5) |
| PubMed | 15 438 (39) | 10 724 (27) | 5518 (14) | 1728 (4) |
| NIH grants | 738 (48) | 328 (21) | 300 (20) | 47 (3) |
| EU grants | 52.5 (61) | 25.5 (30) | 6 (7) | 0 (0) |
| Clinical trials | 407 (32) | 461 (36) | 66 (5) | 235 (18) |
| Mean research attention | 47% | 31% | 17% | 5% |
Percentages in parentheses calculated from a combination of HCV, HBV, NAFLD and ALD.
AASLD, American Association for the Study of the Liver; ALD, alcoholic liver disease; EASL, European Association for the Study of Liver Diseases; EU, European Union; HBV, hepatitis B virus; HCV, hepatitis C virus; NAFLD, non-alcoholic fatty liver disease; NIH, National Institutes of Health.
Figure 2Calculation of mean research attention to the four major liver diseases. The mean research attention to the four main liver diseases (HBV, HCV, NAFLD and ALD) was calculated from five parameters: scientific publications (PubMed); research opportunities offered by public agencies in the USA and the EU; ongoing registered clinical trials (ClinicalTrials.gov); detailed analysis of all presentations at the two major annual scientific liver meetings (AASLD and EASL); and number of drugs in development in the pipeline of 38 major pharmaceutical companies. AASLD, American Association Study of Liver Diseases; ALD, alcoholic liver disease; EASL, European Association for the Study of the Liver; EU, European Union; HBV, hepatitis B virus; HCV, hepatitis C virus; NAFLD, non-alcoholic fatty liver disease.
Figure 3Estimation of mean disease burden to four main liver diseases. The mean disease burden to the four main liver diseases (HBV, HCV, NAFLD and ALD) was calculated from seven parameters: total number of US hospitals discharged, US hospitalisation costs, OLTY-EU, OLTY-US, cirrhosis-US, fibrosis and US mortality. ALD, alcoholic liver disease; HBV, hepatitis B virus; HCV, hepatitis C virus; NAFLD, non-alcoholic fatty liver disease.
Figure 4ABI for the four major liver diseases. ABI was calculated using the ratio of mean research attention (comprising different parameters shown in figure 1) to mean disease burden (comprising the parameters shown in figure 2) of the four main liver diseases. A value >1 reflects overattention compared with the disease burden, while a value <1 reflects inadequate attention. ABI, Attention-to-Burden Index ALD, alcoholic liver disease; HBV, hepatitis B virus; HCV, hepatitis C virus; NAFLD, non-alcoholic fatty liver disease.
Attention to Burden Index
| HBV | HCV | NAFLD | ALD | |
|---|---|---|---|---|
| Mean research attention | 29% | 51% | 15% | 5% |
| Mean disease burden | 5% | 28% | 17% | 50% |
| Ratio | 6.71 | 1.67 | 0.93 | 0.10 |
| Fold-over ratio | 6.71 | 1.67 | −1.08 | −9.68 |
| Attention-to-Burden Score |
The Attention-to-Burden score is bolded to highlight it. It is the final score that was calculated that informed the Attention Burden Index. ALD, alcoholic liver disease; HBV, hepatitis B virus; HCV, hepatitis C virus; NAFLD, non-alcoholic fatty liver disease.
Figure 5Correlation between the efficacy of current drug therapies for hepatitis and the mean research attention. (A) Current mean rate of efficacy for therapeutic drugs; (B) correlation between the efficacy of current drug therapies for hepatitis and the mean research attention. The efficacy of current drug therapies to treat chronic hepatitis (HCV), chronic hepatitis B (HBV), NASH and AH was calculated based on large published clinical trials (see Methods section). Definition criteria of drug efficacy for each of the four type of hepatitis were: HCV: sustained viral response at 12 weeks; HBV: achievement of end points suppressing viral replication; NASH: reduction in NAS or fibrosis score; AH: effect on short-term mortality rate. AH, alcoholic hepatitis; HBV, hepatitis B virus; HCV, hepatitis C virus; NAS, NAFLD Activity Score; NASH, non-alcoholic steatohepatitis.