sam ★ India, 2012-11-26 10:49 (4536 d 16:35 ago) Posting: # 9590 Views: 18,804 |
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Dear Sir, Recently I performed a Fasting and Fed study on the prasugrel molecule. In fasting condition the AUC and Cmax is meeting the BE criteria with the ratio of around 100. But unfortunately in Fed condition the AUC is meeting the BE limit same as fasting but the Cmax fails with the ratio of more than 120 % and CI limits are wider enough. kindly suggest me the probable reason for that, should I go for the reformulation or repeat the Fed study. or any other reason. Your esteemed reply is quite help for me to for the Exhibit batches and final pivotal study. Edit: Category changed. [Helmut] |
Helmut ★★★ ![]() ![]() Vienna, Austria, 2012-11-26 14:48 (4536 d 12:36 ago) @ sam Posting: # 9591 Views: 17,473 |
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Dear Madam, which regulation are you aiming at? Which compound – parent, metabolite(s) – have you measured? FDA wants to see two metabolites: R-95813 (inactive) and R-138727 (active); BE based on the inactive R-95813. Following what EMA stated in the Q&A-document on clopidogrel I would expect that they want to see BE based on the parent. Only if you can justify that it is not possible to reliable measure the parent you can go with one of the metabolites – active or inactive (BE GL). With a ratio of >120% it is very (very!) unlikely that you will be able to show BE in a larger study. Reformulate. General remark: For the majority of formulations BE in fed state is more difficult to show than in fasted state. It is beyond my intellectual reach why many companies start with the fasted study only to find out that they fail in the fed. Reverse the order and save money. Send me a pay-check for the tip. ![]() — Dif-tor heh smusma 🖖🏼 Довге життя Україна! ![]() Helmut Schütz ![]() The quality of responses received is directly proportional to the quality of the question asked. 🚮 Science Quotes |
lukamar ☆ Poland, 2012-11-26 16:13 (4536 d 11:11 ago) @ Helmut Posting: # 9592 Views: 17,197 |
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Hello everyone, As per reference product SmPC prasugrel may be administered with or without food. Wchich means that in EU one study under fasting conditions would be sufficent. Based on fast study, Sam's formulation would be approved, although clearly it is not bioequivalent under fed conditions. Taking this into consideration and this Helmut's statement: ❝ General remark: For the majority of formulations BE in fed state is more difficult to show than in fasted state. "In general, a bioequivalence study should be conducted under fasting conditions as this is considered to be the most sensitive condition to detect a potential difference between formulations." is? In this case it looks like it is totally other way round. Best regards, Łukasz |
Helmut ★★★ ![]() ![]() Vienna, Austria, 2012-11-26 16:30 (4536 d 10:55 ago) @ lukamar Posting: # 9593 Views: 17,307 |
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Hi Łukasz! ❝ As per reference product SmPC prasugrel may be administered with or without food. Wchich means that in EU one study under fasting conditions would be sufficent. True. But I don’t know whether Sam wants to apply in the EU. ❝ Based on fast study, Sam's formulation would be approved, although clearly it is not bioequivalent under fed conditions. OK, for the FDA Sam would have to show BE fasting+fed. Even for EMA we have to show the synopsis of all studies performed during product development. Too bad that the Cmax ratio was that high in fed state. I would expect questions approaching. ❝ Taking this into consideration and this Helmut's statement: ❝ ❝ General remark: For the majority of formulations BE in fed state is more difficult to show than in fasted state. ❝ what rationale for this guideline wording: ❝ "In general, a bioequivalence study should be conducted under fasting conditions as this is considered to be the most sensitive condition to detect a potential difference between formulations." is? ❝ In this case it looks like it is totally other way round. I should have been more precise. EMA’s (and FDA’s) point of view generally is correct for most IR formulations. For MR formulations (more of the delayed release type) and IR formulations of drugs with presystemic metabolism and/or a high first pass (especially pro drugs), this might not be the case, IMHO. — Dif-tor heh smusma 🖖🏼 Довге життя Україна! ![]() Helmut Schütz ![]() The quality of responses received is directly proportional to the quality of the question asked. 🚮 Science Quotes |
sam ★ India, 2012-11-27 13:52 (4535 d 13:33 ago) @ Helmut Posting: # 9602 Views: 16,797 |
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Dear Sir, Thanks for your esteemed reply. Actually I wanted to submit this product to the USFDA. You have clearly stated all the recommendations given by the USFDA and it is not very clear to me. Sir I have one doubt that in case of fasting study the ratio is very good and it is around 100 for all the three parameters like AUCs and Cmax. But in case of the Fed study the ratio for AUCs are good and it is around 100 but the ratio of Cmax is very abrupt which is 130. Ideally if the ratio changes, it should change in all the parameters but in my case all the parameters are coming in range but the Cmax is only outside the range. So I am wondering that is it a really the formulation problem or there is problem with the food given as breakfast and all other parameters which can likely effect the formulation release. If I will reformulate and I will go to control the Release of the drug from the formulation in the fed condition as per the current data then it may likely impact the fasting data also which has a ratio of around 100 and it may come down to 90 also. So sir please suggests me the best way as you have stated in the previous reply. |
Dr_Dan ★★ Germany, 2012-11-27 15:19 (4535 d 12:06 ago) @ sam Posting: # 9604 Views: 17,049 |
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Hi For all who want to know more about prasugrel bioavailability and hints for bioequivalence I suggest: Seiler D, Doser K, Salem I.: Relative bioavailability of prasugrel free base in comparison to prasugrel hydrochloride in the presence and in the absence of a proton pump inhibitor. Arzneimittelforschung. 2011;61(4):247-51. Please be advised that if lansoprazole is used to raise the pH level in the upper gastro-intestinal tract, AUC is decreased by 25% after administration of prasugrel hydrochloride and by 41% after prasugrel free base. In addition, the peak plasma levels are decreased by 52% and 72%, respectively (geom. means). The relative bioavailability of the prasugrel free base compared to prasugrel hydrochloride, both in the presence and in the absence of the proton pump inhibitor lansoprazole, differs so much that most probably a generic formulation containing prasugrel free base will not be equivalent in all aspects to the originator product. Kind regards Dan — Kind regards and have a nice day Dr_Dan |
Helmut ★★★ ![]() ![]() Vienna, Austria, 2012-11-27 15:56 (4535 d 11:28 ago) @ sam Posting: # 9607 Views: 17,047 |
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❝ Dear Sir,
Hi Sam, I called you “Madam” in my last post as a joke. I don’t know your sex. When you call me Sir, that’s fine. But in a first post to all members of the forum, please avoid a sex-specific salutation in the future. The forum is not a “males only” club. ❝ You have clearly stated all the recommendations given by the USFDA and it is not very clear to me. In which respect? FDA’s guidance is comprehensive. Two studies, fasting + fed. ❝ Sir I have one doubt that in case of fasting study the ratio is very good and it is around 100 for all the three parameters like AUCs and Cmax. But in case of the Fed study the ratio for AUCs are good and it is around 100 but the ratio of Cmax is very abrupt which is 130. Ideally if the ratio changes, it should change in all the parameters but in my case all the parameters are coming in range but the Cmax is only outside the range. ↑ This is a misconception. Cmax is a surrogate for the rate of absorption (ka). Did you see a substantial difference in tmax between T and R? Imagine a situation where both the absorption rate and fraction absorption (f) of test and reference are different. Example (one-compartment, no lag time, ka 0.6 h-1 (R) and 3.905 h-1 (T), f 1 (R) and 0.85552 (T); linear trapezoidal rule for simplicity): time C(R) C(T) ← ≤20% (sufficient sampling)Kel 0.10 0.10 ← identical elimination (drug specific)Cmax 58.22 75.69 130.00% ← shift in tmax due to faster absorptionLower extent of absorption together with a faster rate of absorption will result in 100% for AUC∞, but 130% for Cmax. ❝ So I am wondering that is it a really the formulation problem or there is problem with the food given as breakfast and all other parameters which can likely effect the formulation release. Both is possible. We simply don’t know. ❝ If I will reformulate and I will go to control the Release of the drug from the formulation in the fed condition as per the current data then it may likely impact the fasting data also which has a ratio of around 100 and it may come down to 90 also. Possible. It seems that test and reference are subjected to a different food effect. You have to find a compromise. ❝ So sir please suggests me the best way as you have stated in the previous reply. You can try to find a dissolution method which is discriminatory. There’s a problem that in vivo you are measuring the metabolite and in vitro the parent. You can only cross fingers that the enzyme system does not get saturated by different initial concentrations. Start with biorelevant media (FaSSIF, FeSSIF). If you have (a lot) of money to spare, try an artificial digestive system (f.i. TNO’s TIM-1). — Dif-tor heh smusma 🖖🏼 Довге життя Україна! ![]() Helmut Schütz ![]() The quality of responses received is directly proportional to the quality of the question asked. 🚮 Science Quotes |
d_labes ★★★ Berlin, Germany, 2012-11-28 13:10 (4534 d 14:14 ago) @ Helmut Posting: # 9614 Views: 16,753 |
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Dear Helmut, ❝ Example (one-compartment, no lag time, ka 0.6 h-1 (R) and 3.905 h-1 (T), f 1 (R) and 0.85552 (T); linear trapezoidal rule for simplicity): ❝ ... ❝ ❝ —————————————————————————————————— ❝ AUCt 748.96 762.32 101.78% ❝ AUC∞ 839.85 839.93 100.01% ❝ ... ❝ Kel 0.10 0.10 ← identical elimination Different f but ratio of AUC ~ 1 with the same elimination ![]() This seems to me like the discovery of a new fundamental law in pharmacokinetics ![]() AFAIK is the one-compartiment AUC formula AUCpo = f*C0/kel with C0=D/V where D is the dose, V the volume of the central compartment. If kel, D and V are the same you can't get the same AUC if your f = fraction absorbed is different. BTW1: Your data are from f=1 for both curves as a recalculation via the Bateman function easily shows (R code): ct <- function(time,f,c0,ka,ke){ f*c0*(ka/(ka-ke))*(exp(-ke*time)-exp(-ka*time)) } BTW2: c0 is an educated guess. A non-linear fit gives slight different values for both curves. BTW3: This doesn't invalidate your demonstration of different ratios for the different PK metrics, of course. — Regards, Detlew |
Helmut ★★★ ![]() ![]() Vienna, Austria, 2012-11-28 16:42 (4534 d 10:43 ago) @ d_labes Posting: # 9617 Views: 16,702 |
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Dear Detlew! ❝ This seems to me like the discovery of a new fundamental law in pharmacokinetics ❝ ❝ AFAIK is the one-compartiment AUC formula ❝ ❝ where D is the dose, V the volume of the central compartment. If kel, D and V are the same you can't get the same AUC if your f = fraction absorbed is different. Ouch, that hurts! Made a quick-shot yesterday – which is not a one-compartment model (in hybrid constant parameterisation), but not even a PK model at all… ![]() Try: Ct <- function(time, f, A, alpha, beta){ f*A*(exp(-beta*time)-exp(-alpha*time)) } The devil is in the details (the “ A ”). THX. Sorry. Shouldn’t forget to take my pills.— Dif-tor heh smusma 🖖🏼 Довге життя Україна! ![]() Helmut Schütz ![]() The quality of responses received is directly proportional to the quality of the question asked. 🚮 Science Quotes |
d_labes ★★★ Berlin, Germany, 2012-11-28 17:23 (4534 d 10:01 ago) @ Helmut Posting: # 9620 Views: 16,622 |
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Dear Helmut! ❝ ❝ ![]() — Regards, Detlew |
Helmut ★★★ ![]() ![]() Vienna, Austria, 2012-11-28 17:54 (4534 d 09:30 ago) @ d_labes Posting: # 9621 Views: 16,809 |
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Dear Detlew! ❝ ❝ ❝ ❝ You know where this comes from. ![]() — Dif-tor heh smusma 🖖🏼 Довге життя Україна! ![]() Helmut Schütz ![]() The quality of responses received is directly proportional to the quality of the question asked. 🚮 Science Quotes |
sam ★ India, 2012-11-28 13:38 (4534 d 13:46 ago) @ Helmut Posting: # 9615 Views: 16,634 |
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Dear Helmut It’s a nice Joke and I am very glad that I have added your joke in my memories. Thanks for your nice and explanatory mail. In case of the Fed study the ISCV is more than 30%. Based on that should I go for the partially or fully replicate design along with the reformulation. Since this I am adding one more variable like partially replicate and fully replicate and second variable is reformulation. So I am bit doubtful will it be a wise decision to go with both the variables in a singly time to save the time lines. Plz also suggest if this is really a highly variable drug product with some references, if possible. Hope for the positive reply. |
jag009 ★★★ NJ, 2012-11-29 17:30 (4533 d 09:54 ago) @ sam Posting: # 9637 Views: 16,576 |
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Hi Sam, With a ratio of 130%, I don't think a replicate study will help you much at this moment but of course you should have that design in mind for future study given the ISCV being >=30%. Out of curiousity, the ISCV is similar in both fasting and fed? John |
jag009 ★★★ NJ, 2012-11-28 23:31 (4534 d 03:54 ago) @ sam Posting: # 9626 Views: 16,670 |
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Hi Sam, Did you look at the individual data (and profile) for the fed study. Any strange individuals? John |
sam ★ India, 2012-11-29 05:57 (4533 d 21:28 ago) @ jag009 Posting: # 9627 Views: 16,594 |
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Although few subjects has very high T/R ratio which is around 180% (4 subjects). I have checked for the outlier data also. But no one fall in the category of the outlier. |
drgunasakaran1 ★★ ![]() 2012-11-27 15:17 (4535 d 12:07 ago) @ sam Posting: # 9603 Views: 16,838 |
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❝ But unfortunately in Fed condition the AUC is meeting the BE limit same as fasting but the Cmax fails with the ratio of more than 120 % and CI limits are wider enough. Dear Mr Sam, The Prescribing information of Effient (Prasugrel) states that "In a study of healthy subjects given a single 15 mg dose, the AUC of the active metabolite was unaffected by a high fat, high calorie meal, but Cmax was decreased by 49% and Tmax was increased from 0.5 to 1.5 hours". Hence, your fed study was not able to meet BE limits under Cmax only, not in AUC. In my personal opinion, I would suggest to go for Pilot Fed study first and tries to match the test formulation with the reference formulation in Cmax and AUC. If the test formulation passes under fed conditions, the chances of this formulation becoming bioequivalent under fasting conditions are more. I hope you would have taken different sampling time points for fed conditions since Tmax is 1.5 hours compared to 0.5 hrs under fasting conditions for active metabolite and also design the sampling points based on Tmax of Inactive metabolite R 95913 since Bioequivalence is based on 90% CI of inactive metabolite R 95913. Standardize your high fat, high caloric fed breakfast menu as precise as possible so that no variability occurs among fed menu among different volunteers. — Dr Gunasakaran Sambandan MD Disclaimer: The replies/posts are my personal opinions, and they do not represent my company's views on the same. LinkedIn |
venkata krishna ☆ India, 2013-02-23 07:40 (4447 d 19:45 ago) @ drgunasakaran1 Posting: # 10111 Views: 15,736 |
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Dear Dr. Gunasakaran, We are going prasugrel for EU submission. Kindly advise which metabolite to be evaluate (i.e R 95913 or R 138727) and show bio equivalence. Edit: Full quote removed. Please delete everything from the text of the original poster which is not necessary in understanding your answer; see also this post! [Helmut] — Regards, krishna |
Helmut ★★★ ![]() ![]() Vienna, Austria, 2013-02-23 13:07 (4447 d 14:17 ago) @ venkata krishna Posting: # 10112 Views: 15,801 |
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Dear Krishna, ❝ We are going prasugrel for EU submission. Kindly advise which metabolite to be evaluate (i.e R 95913 or R 138727) and show bio equivalence. See my post above. R 95913 is inactive and metabolized to the active R 138727. If you have strong evidence that it is not possible with state of the art bioanalytics to measure the parent you may go with either of them. Personally I think EMA would prefer R 95913 since R 138727 is further “downstream” and differences (especially in Cmax) will be less pronounced. If in doubt go for a scientific advice. Suggestion: Select a ‘difficult’ agency, e.g., the Spanish one. — Dif-tor heh smusma 🖖🏼 Довге життя Україна! ![]() Helmut Schütz ![]() The quality of responses received is directly proportional to the quality of the question asked. 🚮 Science Quotes |