| Literature DB >> 31199847 |
Akiko Ogata1, Masayuki Kaneko1, Mamoru Narukawa1.
Abstract
The dosage of pharmaceuticals is determined through the process of clinical development and approval review based on clinical trial results; however, the information obtained from clinical trials before approval is limited. Some pharmaceutical products are used at doses lower than those approved for post-marketing use. The aim of this study was to reveal the actual state of lower-dose prescriptions for post-marketing clinical use of pharmaceuticals. We investigated the factors related to the deviation based on therapeutic area, detailed statement of the approved dosage, clinical data package, and post-marketing requirement. Among the new molecular entities approved in Japan between January 2005 and December 2014, we identified products that are orally administered and have the same daily dose for different indications, if any. For these products, we collected information on the actual daily dose from the medical information databases of Medical Data Vision Co., LTD. and JammNet Co., LTD. Products whose dose was lower than the approved dose (maintenance dose excluding the initial dose) in ≥ 30% prescriptions in 2015 were defined here as "lower-dose prescription drugs." We identified 27 lower-dose prescription drugs out of 113 products investigated. The results of the multivariate analysis revealed that factors related to the Anatomical Therapeutic Chemical classification and the detailed statement of the approved dosage significantly influenced the occurrence of lower-dose prescription, whereas the factors related to clinical data package and post-marketing requirements did not. These results suggest the limitation in determining an optimal dosage for the actual clinical use of a drug based on the information obtained from clinical trials conducted before approval, emphasizing the importance of reexamining the optimal dosage that is applicable to a greater number of patients after marketing, if necessary. We believe that the utilization of real-world data could be of help in this regard.Entities:
Mesh:
Year: 2019 PMID: 31199847 PMCID: PMC6570026 DOI: 10.1371/journal.pone.0218534
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Flowchart representing the selection of drugs to be investigated.
List of the lower-dose prescription drugs.
| Drugs | Categories of daily dose (mg) | Prescriptions in the database | Lower-dose prescriptions | |||||
|---|---|---|---|---|---|---|---|---|
| MDV | JammNet | MDV | JammNet | |||||
| Number | Percent | Number | Percent | Percent | Percent | |||
| Afatinib | DSP | ≥ 20, < 40 | 6,572 | 52.5% | 171 | 61.1% | 52.5% | 61.1% |
| AD | ≥ 40, ≤ 50 | 5,716 | 45.6% | 109 | 38.9% | |||
| > 50 | 241 | 1.9% | 0 | 0.0% | ||||
| Atovaquone | < 1500 | 1,127 | 13.4% | 68 | 34.3% | 13.4% | 34.3% | |
| AD | 1500 | 7,148 | 85.0% | 129 | 65.2% | |||
| > 1500 | 133 | 1.6% | 1 | 0.5% | ||||
| Axitinib | < 4 | 252 | 3.9% | 0 | 0.0% | 44.7% | 23.4% | |
| DSP | ≥ 4, < 10 | 2,664 | 40.8% | 32 | 23.4% | |||
| AD | ≥ 10, ≤ 20 | 3,575 | 54.8% | 105 | 76.6% | |||
| > 20 | 33 | 0.5% | 0 | 0.0% | ||||
| Bosentan | < 125 | 1,086 | 13.4% | 28 | 13.4% | 56.7% | 52.6% | |
| AID | ≥ 125, < 250 | 3,497 | 43.3% | 82 | 39.2% | |||
| AMD | 250 | 3,424 | 42.4% | 99 | 47.4% | |||
| > 250 | 72 | 0.9% | 0 | 0.0% | ||||
| Bosutinib | < 400 | 356 | 35.5% | 63 | 77.8% | 55.7% | 100.0% | |
| DSP | ≥ 400, < 500 | 203 | 20.2% | 18 | 22.2% | |||
| AD | ≥ 500, ≤ 600 | 419 | 41.8% | 0 | 0.0% | |||
| > 600 | 25 | 2.5% | 0 | 0.0% | ||||
| Clozapine | AID | ≥ 12.5, < 200 | 981 | 20.6% | 115 | 36.9% | 20.6% | 36.9% |
| AMD | ≥ 200, ≤ 600 | 3,768 | 79.1% | 197 | 63.1% | |||
| > 600 | 14 | 0.3% | 0 | 0.0% | ||||
| Crizotinib | < 250mg | 349 | 18.7% | 0 | 0.0% | 31.0% | 10.7% | |
| DSP | ≥ 250, < 500 | 228 | 12.2% | 3 | 10.7% | |||
| AD | 500 | 1,257 | 67.5% | 25 | 89.3% | |||
| > 500 | 29 | 1.6% | 0 | 0.0% | ||||
| Eplerenone | < 50 | 45,147 | 38.2% | 1,658 | 33.4% | 38.2% | 33.4% | |
| AD | ≥ 50, ≤ 100 | 72,712 | 61.6% | 3,301 | 66.5% | |||
| > 100 | 204 | 0.2% | 4 | 0.1% | ||||
| Ferric citrate | < 1500 | 17,078 | 52.4% | 746 | 40.3% | 52.4% | 40.3% | |
| AD | ≥ 1500, ≤ 6000 | 15,482 | 47.5% | 1,104 | 59.7% | |||
| > 6000 | 2 | 0.0% | 0 | 0.0% | ||||
| Gabapentin | < 200 | 148 | 0.7% | 7 | 0.8% | 68.3% | 67.8% | |
| IDSP | ≥ 200, < 300 | 2,973 | 13.7% | 130 | 15.1% | |||
| MDSP | ≥ 300, < 600 | 4,940 | 22.8% | 195 | 22.7% | |||
| AID | ≥ 600, < 1200 | 6,733 | 31.1% | 250 | 29.1% | |||
| AMD | ≥ 1200, 2400 | 6,782 | 31.3% | 277 | 32.2% | |||
| > 2400 | 74 | 0.3% | 0 | 0.0% | ||||
| Gabapentin Enacarbil | < 300 | 1 | 0.0% | 0 | 0.0% | 48.5% | 46.4% | |
| DSP | ≥ 300, < 600 | 1,051 | 48.5% | 173 | 46.4% | |||
| AD | 600 | 1,095 | 50.5% | 200 | 53.6% | |||
| > 600 | 22 | 1.0% | 0 | 0.0% | ||||
| Imidafenacin | < 0.2 | 22,924 | 34.7% | 888 | 31.0% | 34.7% | 31.0% | |
| AD | ≥ 0.2, ≤ 0.4 | 43,043 | 65.2% | 1,973 | 69.0% | |||
| < 0.4 | 45 | 0.1% | 0 | 0.0% | ||||
| Maraviroc | DSP | ≥ 150, < 600 | 28 | 62.2% | 0 | 0.0% | 62.2% | 0.0% |
| AD | 600 | 17 | 37.8% | 5 | 100.0% | |||
| Memantine | < 5 | 217 | 0.2% | 0 | 0.0% | 50.3% | 40.0% | |
| AID | ≥ 5, <10 | 25,954 | 18.4% | 187 | 12.4% | |||
| DSP | ≥ 10, < 20 | 44,974 | 31.8% | 414 | 27.5% | |||
| AMD | 20 | 68,336 | 48.3% | 887 | 59.0% | |||
| > 20 | 1,951 | 1.4% | 15 | 1.0% | ||||
| Miglustat | DSP | ≥ 200, < 600 | 3 | 37.5% | 0 | NA | 37.5% | NA |
| AD | 600 | 1 | 12.5% | 0 | NA | |||
| > 600 | 4 | 50.0% | 0 | NA | ||||
| Nilotinib | < 400mg | 1,375 | 24.0% | 2 | 1.5% | 38.8% | 18.2% | |
| DSP | ≥ 400, < 600 | 849 | 14.8% | 22 | 16.7% | |||
| AD | ≥ 600, ≤ 800 | 3,473 | 60.5% | 108 | 81.8% | |||
| > 800mg | 42 | 0.7% | 0 | 0.0% | ||||
| Pancrelipase | < 1800 | 29,220 | 45.3% | 636 | 42.0% | 45.3% | 42.0% | |
| AD | 1800 | 33,802 | 52.4% | 854 | 56.4% | |||
| > 1800 | 1,518 | 2.4% | 24 | 1.6% | ||||
| Pazopanib | DSP | > 200, < 800 | 2,521 | 57.5% | 48 | 64.0% | 57.5% | 64.0% |
| AD | 800 | 1,795 | 41.0% | 27 | 36.0% | |||
| > 800 | 66 | 1.5% | 0 | 0.0% | ||||
| Pirfenidone | < 600 | 322 | 3.4% | 1 | 1.1% | 82.8% | 72.6% | |
| AID | ≥ 600, < 1200 | 3,420 | 36.6% | 32 | 33.7% | |||
| DSP | ≥ 1200, < 1800 | 3,991 | 42.7% | 36 | 37.9% | |||
| AMD | 1800 | 1,545 | 16.5% | 26 | 27.4% | |||
| > 1800 | 58 | 0.6% | 0 | 0.0% | ||||
| Regorafenib | < 80 | 142 | 3.6% | 6 | 7.1% | 68.7% | 56.5% | |
| DSP | ≥ 80, < 160 | 2,577 | 65.1% | 42 | 49.4% | |||
| AD | 160 | 1,210 | 30.6% | 37 | 43.5% | |||
| > 160 | 28 | 0.7% | 0 | 0.0% | ||||
| Ropinirole | < 0.75 | 386 | 6.2% | 4 | 4.5% | 32.9% | 21.6% | |
| AID | ≥ 0.75, < 3 | 1,676 | 26.7% | 15 | 17.0% | |||
| AMD | ≥ 3, ≤ 15 | 4,203 | 67.0% | 69 | 78.4% | |||
| > 15 | 8 | 0.1% | 0 | 0.0% | ||||
| Rufinamide | < 400 | 22 | 4.9% | 0 | 0.0% | 71.2% | 31.0% | |
| AID | ≥ 400, < 1800 | 300 | 66.4% | 9 | 31.0% | |||
| AMD | ≥ 1800, ≤ 3200 | 127 | 28.1% | 20 | 69.0% | |||
| > 3200 | 3 | 0.7% | 0 | 0.0% | ||||
| Sorafenib | DSP | ≥ 200, < 800 | 10,170 | 77.2% | 54 | 72.0% | 77.2% | 72.0% |
| AD | 800 | 2,926 | 22.2% | 21 | 28.0% | |||
| > 800 | 81 | 0.6% | 0 | 0.0% | ||||
| Telaprevir | < 2250 | 207 | 98.1% | 0 | NA | 98.1% | NA | |
| AD | 2250 | 3 | 1.4% | 0 | NA | |||
| > 2250 | 2 | 0.9% | 0 | NA | ||||
| Topiroxostat | < 40 | 1,542 | 14.6% | 285 | 16.9% | 92.3% | 95.4% | |
| AID | ≥ 40, < 120 | 8,204 | 77.7% | 1,322 | 78.5% | |||
| AMD | ≥ 120, ≤ 160 | 799 | 7.6% | 77 | 4.6% | |||
| > 160mg | 18 | 0.2% | 0 | 0.0% | ||||
| Varenicline | < 0.5 | 1 | 0.0% | 0 | 0.0% | 7.8% | 40.4% | |
| AID | ≥ 0.5, < 1 | 78 | 0.9% | 815 | 19.4% | |||
| DSP | ≥ 1, < 2 | 614 | 7.0% | 883 | 21.0% | |||
| AMD | 2 | 5,436 | 61.5% | 2,506 | 59.6% | |||
| > 2 | 2,705 | 30.6% | 2 | 0.0% | ||||
| Vorinostat | < 300 | 23 | 29.5% | 0 | NA | 92.3% | NA | |
| DSP | ≥ 300, < 400 | 49 | 62.8% | 0 | NA | |||
| AD | 400mg | 6 | 7.7% | 0 | NA | |||
AD: approved dose, AID: approved initial dose, AMD: approved maintenance dose, DSP: dose for special population, IDSP: initial dose for special population, MDSP: maintenance dose for special population.
Fig 2Number of drugs with or without lower-dose prescriptions according to the ATC classification.
ATC: Anatomical Therapeutic Chemical.
Fig 3Median and quartile points of frequency distribution of prescribed dosage standardized by the minimum approved dose.
The box plots show the median and quartile points of the prescribed daily dose. The red lines indicate the median. The blue triangles indicate the approved initial dose (different from the maintenance dose), the orange circles indicate the approved maintenance dose and the orange full lines indicate the range (if the initial dose is not set, the approved dose is the same as the approved maintenance dose), and the numbers in black indicate the real minimum and maximum of the approved maintenance doses.
Results of the univariate analysis.
| Parameter | Rate of lower-dose prescription drugs | Odds ratio | (95% CI) | p value | ||
|---|---|---|---|---|---|---|
| Antineoplastic agents | Yes | 9/12 | 75.0% | 13.83 | (3.40–56.24) | < 0.001 |
| No | 18/101 | 17.8% | ||||
| Dose range | Yes | 19/67 | 28.4% | 1.88 | (0.74–4.76) | 0.183 |
| No | 8/46 | 17.4% | ||||
| Maintenance dose different from the initial dose | Yes | 9/10 | 90.0% | 42.50 | (5.06–356.79) | < 0.001 |
| No | 18/103 | 17.5% | ||||
| Upward/downward dose adjustment | Yes | 9/15 | 60.0% | 6.67 | (2.10–21.11) | 0.001 |
| No | 18/98 | 18.4% | ||||
| Orphan drugs | Yes | 9/28 | 32.1% | 1.76 | (0.68–4.55) | 0.241 |
| No | 18/85 | 21.2% | ||||
| Bridging strategy or multi- regional clinical trial | Yes | 8/23 | 34.8% | 1.99 | (0.74–5.40) | 0.175 |
| No | 19/90 | 21.1% | ||||
| Dose finding study | Yes | 14/85 | 16.5% | 0.23 | (0.09–0.58) | 0.002 |
| No | 13/28 | 46.4% | ||||
| Lower dose in pivotal study | Yes | 8/16 | 50.0% | 4.11 | (1.37–12.34) | 0.012 |
| No | 19/97 | 19.6% | ||||
| Safety concern | Yes | 18/53 | 34.0% | 2.91 | (1.17–7.23) | 0.021 |
| No | 9/60 | 15.0% | ||||
| Approval conditions | Yes | 11/34 | 32.4% | 1.88 | (0.76–4.65) | 0.170 |
| No | 16/79 | 20.3% | ||||
CI: confidence interval.
aThe approved dosage is within a certain width.
bProducts with description such as “dose may be adjusted” or “dose may be reduced” according to the patient’s condition in the approved dosage
cA study to examine the efficacy and safety comparing two or more fixed dose was conducted for the product.
dLower dose was examined in phase III study or latest phase study before approval.
eProducts for which adverse effects were considered in dose selection.
fRequirement for conducting post-marketing clinical study or all-case survey.
Results of the multivariate analysis.
| Parameter | Odds ratio | (95% CI) | p value |
|---|---|---|---|
| Antineoplastic agents | 14.44 | (2.73–76.51) | 0.002 |
| Maintenance dose different from the initial dose | 79.82 | (8.49–750.26) | < 0.001 |
| Upward/downward dose adjustment | 6.05 | (1.33–27.59) | 0.020 |
| Lower dose in pivotal study | 2.20 | (0.42–11.39) | 0.349 |
| Safety concern | 1.54 | (0.42–5.61) | 0.514 |
aProducts with description such as “dose may be adjusted” or “dose may be reduced” according to a patient’s condition in the approved dosage.
bLower dose was examined in phase III study or latest phase study before approval.
cProducts for which adverse effects were considered in the dose selection.