sasikumar
☆    

Tamilnadu, India,
2009-06-05 12:02
(6221 d 07:34 ago)

Posting: # 3827
Views: 5,834
 

 subset analysis [General Sta­tis­tics]

Dear All,

We have a drug with fixed dose of 'x' and 'y' combination. we have arrived sample size of 22 for 'x' and 44 for 'y' based on the intra subject CV of individual molecule. Hence, we planned with 44 subjects. whether can we perform statistical analysis for 'x' in the first 22 subjects from 1 to 22 and for 'y' in all 44 from 1 to 44?

Any regulatory issues are there? Please comment on this.

Regards,
Sasikumar
Debbie
★    

India,
2009-06-07 17:52
(6219 d 01:43 ago)

@ sasikumar
Posting: # 3831
Views: 4,757
 

 subset analysis

If you mention the same in your protocol, you can proceed by analying the first 22 subjects for drug X and all 44 for drug Y.

you can give the justification for the selection of sample size in the protocol, and regulators may ask for the data used for sample size determination.

experts opinion appreciated.
ElMaestro
★★★

Denmark,
2009-06-08 21:28
(6217 d 22:08 ago)

@ sasikumar
Posting: # 3836
Views: 4,812
 

 subset analysis

❝ whether can we perform statistical analysis for 'x' in the first 22 subjects from 1 to 22 and for 'y' in all 44 from 1 to 44?


Dear Sasikumar,

I think it could be OK to analyse x on basis of the first 22 completers, but I would advise against it, because:
1. You have better power with 44 than with 22 subjects. If you end up with a CI from 79% to 113% you would wish you had taken 26 for analysis and not 22, etc.
1½: It is unclear why you would go for lower power when the subjects are in trial anyway, unless of course we talk Danish requirements for BE where you are spanked, keelhauled, and ridiculed if you have too high power.
2. You could run into some issues regarding the way you are handling the 22 hot subjects. Let's say for example that you are ethical and draw a smaller blood volume from 22 subjects because you don't need to analyse x on those. This would give rise to potential grouping issues (i.e. an extra factor in the model+anova for y), discussed just recently in this forum, and you should randomise the 22 from the 44. Let's in stead say you draw the same amount of blood in all 44, but only analyse 22 of them for x. In that case you need to make sure the 22 chosen ones are a random sample of the 44, so this should, as far as I can grasp, be done at the time of seq randomisation and deffo described well in the protocol. I think I would even go as far as to randomise 11 from seq TR into the pool that are analysed for x and 11 from seq RT, just to try to aim for sequence balance.

EM.
Helmut
★★★
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Vienna, Austria,
2009-06-08 21:49
(6217 d 21:47 ago)

@ ElMaestro
Posting: # 3837
Views: 4,857
 

 subset analysis

Dear ElMaestro!

❝ 1½: It is unclear why you would go for lower power when the subjects are in trial anyway,…


Budget for bioanalyses?

❝ …unless of course we talk Danish requirements for BE where you are spanked, keelhauled, and ridiculed if you have too high power.


Oh yes!

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sasikumar
☆    

Tamilnadu, India,
2009-06-15 15:27
(6211 d 04:09 ago)

@ Helmut
Posting: # 3855
Views: 4,710
 

 subset analysis

Dear ElMaestro and HS,

Thanks for your reply.

❝ ❝ 1½: It is unclear why you would go for lower power when the subjects are in trial anyway, …


❝ Budget for bioanalyses?


Yes, since I am working in CRO, I hope that it is absolutely cost constraint of sponsor for bio-analytical. I have plan to mention the model like below for drug 'y',

log y=sequence+subject(sequence)+treatment+period+group+error
Fixed effects: sequence, treatment, period, group
Random effects: subject (sequence)

Regards,
Sasikumar
ElMaestro
★★★

Denmark,
2009-06-15 22:09
(6210 d 21:27 ago)

@ sasikumar
Posting: # 3858
Views: 4,774
 

 subset analysis

Hi Sasikumar

❝ log y=sequence+subject(sequence)+treatment+period+group+error

❝ Fixed effects: sequence, treatment, period, group

❝ Random effects: subject (sequence)


You are good to go. Good luck.
EM.
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