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Hello all.

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So, in the previous classes I have been telling
about certain incentives which are given for

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the biopharmaceutical manufacturers as well
as bio similar or bio generic manufacturers

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like which is known as the data exclusivity
or patent term extension, so in this topic,

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in this lecture, I would like you to give
certain more information regarding these beneficial

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provisions of with respect to the biopharmaceutical.

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So, here in this lecture we will cover the
terms like data exclusivity, patent term extension,

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and supplementary protection certifications,
and we will see how these are helping this

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biopharmaceutical industry to grow further.

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So, data exclusivity.

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In earlier classes also I mentioned for the
biopharmaceuticals as well as for the new

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drug molecules data exclusivity are given.

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So, what is this data exclusivity, how it
is relevant for the biopharmaceutical industry

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or any industry per se.

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So, if you see data exclusivity or exclusivity
is generally something which basically refers

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to delays in approval or certain prohibition
for the approval of a competitor drug product

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which is available under the statute.

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And basically when the approval of a drug
product is dependent on certain prior information

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or prior data submitted by another or original
drug product develop original drug developer,

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then there is a certain time period or limitation
between which it may not be allowed.

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So, if we go by the definition, the data exclusivity
or exclusivity of the registration of the

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data is the period of the non-reliance and
non-disclosure which is provided to the new

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chemical entities, or any pharmaceutical compositions,
or any agronomical registration or any test

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data.

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So, this test data or the data generated for
the submission procedure or approval procedure

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are regarded as very critical information
and they are a part of intellectual property

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law.

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Like the TRIPs agreement under Article 37
like this undisclosed information is a kind

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of a trade secret because it has said this
undisclosed information which keeps certain

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commercial advantage to the competitors or
rivals may be regarded as a trade secret which

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is of high value.

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So, what happens in the pharmaceuticals segment
or even in the agro chemical segment or normal

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chemical segment because the test data is
essential for giving the marketing approval

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for such products to access their safety.

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So, the manufacturer has to submit those test
data.

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And based on the test data, the drug regulator
or the other agencies they generally approve

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those substances.

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And unless and until it is a public emergency,
they are not supposed to reveal this test

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information, test data.

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And this test data are now covered by various
provisions as per the different countries

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legislation, but in the developing country
understand developed nation by understanding

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the importance of such test data or the clinical
submission in case of the drug substances,

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they have given certain exclusive period during
which those test data cannot be rebuilt to

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the competitors.

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Because I said the generic companies can use
the original company in clinical trial data

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and they have to prove the bio equivalency
only, and they can apply for the abbreviated

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new drug application.

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Even in the biopharmaceutical also bio similar
company can use certain reference data, and

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then give the application.

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But again because high cost is involved, time
is involved, and the manufacturer original

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manufacturer has to get certain incentive
to again get back those costs incurred

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as well as to have some profit, so these provision
has been introduced.

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So, basically what happens, during the data
exclusivity period the drug regulatory authorities

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do not allow the test data of the original
company to be used by the genetic company.

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And this is a provision by which there is
an endeavour to create a balance between the

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new drug innovation and the greater public
access to the drugs that is resulting from

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the generic drug competition.

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So, in both means you are also giving certain
incentive to the innovator by giving them

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the exclusivity period.

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And after that also you are allowing the genetic
companies to proliferate.

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So, both the way it is trying to create a
balance.

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And this data exclusivity should not be confused
with any of the intellectual property right

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like patents or other things.

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It is definitely the test data is a confidential
information and may be regarded as an asset

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or a trade secret.

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But again it should not be confused with something
which is related to the patenting of the drugs.

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And the drug exclusivity, data exclusivity
period as well as the patent term of the drug

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product may run differently as well as concurrent.

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So, there is no correlation between these
two concepts as such.

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Like a patent is generally filed at the initial
stage like suppose when a company is already

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having certain clue regarding certain entities
which can be used for certain indications.

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In that case, when they have some information
on some R and D data, so they can file for

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the patent application.

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And it is generally advisable that the patent
application must be filed as early as possible.

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Once they are convinced that, now this drug
product is going to have this new invention

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for the treatment of certain disease or indication.

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And the patent tenure starts from the date
of filing to the 20 years time period, next

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20 years time periods once it is granted.

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So, what happens many a time as I said it
is a long process, biopharmaceutical development

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is a long process.

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So, even though you have a patent from 10
years, last 10 years it possible that your

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drug product is still not have not entered
into the market because you know development,

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the clinical trials, then the regulatory approval
all these processes takes certain time period.

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So, it may vary from 10 to 12 years.

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So, the effective time period which remains
after the drug approval or after the marketing

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authorization is sometimes very less maybe
7 years, maybe 5 years or sometimes like maybe

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10 years.

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So, sometimes the so it is believed that because
the complexity of the process the patent,

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the patent monopoly right is not that effective
or not enjoyed to the full extent by the innovators.

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So, therefore, other provisions are there
which again links the patent as well as the

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drug marketing authorization or we will see
all these things.

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So, coming back again to drug exclusive data
exclusivity.

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So, there are different exclusivity period
for different kinds of the drug.

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For example, there is a category of the drug
known as the orphan drug like a drug which

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is generally developed for a rare disease,
again the definition of the rare disease varies

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like it may be one patient in per 5 lakhs
of population.

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So, depending on the country the definition
of the orphan drug changes.

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And once the company develops any orphan drug,
so 7 years of data exclusive period is given

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means within that 7 years, no competitor company
would be allowed to use those information.

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Again we have this New Chemical entity Exclusivity
for 5 years as we saw in Hatch-Waxman Act.

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Then we have Generating Antibiotic Incentive
that is a gain exclusivity for 5 years, then

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New Clinical investigation exclusivity for
3 years, Pediatric Exclusivity, it is again

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6, 6 months are added to the existing exclusivity.

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Suppose, a medicine is generally available
for any indication, and we have given a 5

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year exclusivity; and further it has been
proved found to be effective against the for

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the like in case of pediatric patients, then
6 months are also extra is added means 5 plus

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6 months.

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If it is a new chemical entity and then it
is again used for certain pediatrics purpose

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then 6 months exclusivity is added.

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Like we saw Para IV certification or in abbreviated
new drug application 180 days of exclusivity

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is given for the the first company who has
applied for this ANDA after that starts from

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the date on which it gets the marketing.

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Then competitive generic therapy again 180
days of exclusivity is given.

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So, depending on the nature of the drug molecule,
different drug exclusivity period has been

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mentioned in this is about the United States.

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And as again in India, we really do not have
any formal drug exclusivity period, but for

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the first 4 years generally no generic companies
are allowed to use the test data, so that

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4 years may be considered as a exclusive period
for the manufacturers.

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But we do not have any co-regulation upon
that.

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And coming to the data exclusivity of the
biologicals.

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So, we saw under the Public Health Safety
Act, United states, they have provided certain

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data exclusivity for the biologics.

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For example, the reference drug receives twelve
years of exclusivity period before the first

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bio similar can be approved means the first
drug gets twelve years of exclusivity.

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So, that is quite a long than compared to
the generic versus like 5 years and this is

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twelve years.

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And in the twelve years, first four years
of data exclusivity in which the bio similar

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applications cannot be filed.

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And the first interchangeable receives an
exclusivity period ranging from the twelve

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to forty-two months.

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So, this is given in the different legislation
of the corresponding countries.

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So, now as I mentioned this data exclusivity
and other terms are not specific or are not

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common for all the countries.

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Developed nations have adopted those principles
to promote more and more and more innovation

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in this area of drug development or biopharmaceutical
development.

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So, they are known by different terminologies
in different countries.

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So, we now talked about the data exclusivity
there is something called the market exclusivity

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in the Data exclusivity is like that information
of the test data cannot be used by the competitor.

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Market exclusivity is that nobody apart from
the one which has been given the marketing

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authorization can enter into the market, maybe
the application process is under thing they

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have applied, but they are not allowed to
market.

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So, the marketic exclusivity, is a term which
is defined in which a bio similar manufacturers

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will not receive an approval from the respective
authority, even though he may have requested

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for such approval and presented the necessary
data already and if the data has been taken

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from the authorization of the innovator.

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So, even though the application is pending,
but they will not get the marketing authorization,

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so that period is known as the market exclusivity.

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And so this marketing exclusive, market exclusivity
is used mostly in the European Union.

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So, if you see in the European Union, the
data exclusivity and the marketing exclusivity

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are to be used together.

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So, that is known as 8 plus 2 plus 1 formula.

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And this has been set under the regulation
626 upon 2004.

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So, according to which an eight years of data
exclusivity term is provided, and these term

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begins with the marketing authorization of
the original drug.

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So, once the marketing authorization has been
given, so till next eight years, the data

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exclusivity period remains.

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And under that condition that any new indication
with the significance clinical benefit is

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available that will be provided.

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Then additional two years marketing exclusivity
is provided if for the same product, one and

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more new therapeutic indications are filed
during that period.

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And this is applicable to all the biopharmaceutical
products which are approved after 31st October,

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2005.

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And all the drug products which have been
approved before 2005, a drug exclusive period

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of 10 years is applied.

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And then a few of the European Union countries
member countries they have been mutual recognition

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among themselves, and for them and it is 6
years.

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So, as I said there is no fixed formula or
fixed definition or a fixed rule for this

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marketing exclusivity or the data exclusivity
under the different national legislation.

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Now, coming back to the relation of the intellectual
property like patent with the drug marketing

00:15:25.050 --> 00:15:32.910
and other process or drug approval process,
there are again a lot of debate.

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Keeping in the view like same thing like the
feeling that the biological drug development

00:15:39.630 --> 00:15:46.060
is a long process and the innovators are not
getting sufficient not enjoying to the full

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time period of 20 years for their drug and
effective patent term remains very low for

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most of the biopharmaceuticals, this provision
known as the patent term extension has been

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introduced in many developed nations.

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And particularly this is known as the Patent
Term Extension or the PTE.

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And this doctrine PTE doctrine comes from
the Title II of the Drug Price Competition

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and Patent Term Restoration Act of 1984 or
the Hatch-Waxman Act.

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And the purpose being the same that you have
to encourage new drug research and you have

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to compensate some way by compensate the reduction
in the effective patent term by some way.

00:16:29.779 --> 00:16:38.490
So, like we have to one here more to understand
one thing patent approval process is a different

00:16:38.490 --> 00:16:43.420
process, it is controlled by the USPTO - United
States Patent and Trademark Office.

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And drug approval process is guided by the
USFDA - United States Food and Drug Approval

00:16:49.339 --> 00:16:50.720
Agency.

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So, these are two different agencies.

00:16:53.649 --> 00:16:59.520
So, there might be if there is no coordination
between these two agencies, so there might

00:16:59.520 --> 00:17:03.770
be a chance where there might be questions
of patent infringement if the generic drug

00:17:03.770 --> 00:17:04.770
has been approved earlier.

00:17:04.770 --> 00:17:09.459
So, you are not effective 20 years time period
has been realized by them.

00:17:09.459 --> 00:17:14.120
So, they have tried to coordinates two agencies.

00:17:14.120 --> 00:17:21.340
So, in this patent term extension, so the
information from the patent agency and information

00:17:21.340 --> 00:17:27.319
by the regulatory agency is combined together,
and additional time period is given to the

00:17:27.319 --> 00:17:33.690
manufacturer company, so that they can enjoy
the patent rights for a sub substantive time

00:17:33.690 --> 00:17:34.710
period.

00:17:34.710 --> 00:17:43.270
In this under first during the Hatch-Waxman
Act, the part of the time spent while seeking

00:17:43.270 --> 00:17:51.231
the regulatory approval was regained by lengthening
the patent term for an eligible patent in

00:17:51.231 --> 00:17:53.880
order to compensate the type of the delay.

00:17:53.880 --> 00:17:59.260
So, for note for every patent, this can be
given you have to now cite an eligible potent

00:17:59.260 --> 00:18:04.470
patent means maybe the patent over the active
ingredient or the main patent related to the

00:18:04.470 --> 00:18:06.190
drug molecule.

00:18:06.190 --> 00:18:11.180
And under this Hatch-Waxman Act, this patent
term extension provisions were available to

00:18:11.180 --> 00:18:16.750
the eligible patents, and covers human drug
products, veterinary drug products, and as

00:18:16.750 --> 00:18:18.970
well as the medical devices.

00:18:18.970 --> 00:18:25.140
And they have a defined set of rules which
determines the eligibility for the patent

00:18:25.140 --> 00:18:27.110
term extension of the drug products.

00:18:27.110 --> 00:18:33.430
And what kind of the claims or patent can
be covered under this patent term extension.

00:18:33.430 --> 00:18:39.040
And both the Patent and Trademark Office as
well as the Food Drug Agency participate in

00:18:39.040 --> 00:18:42.790
calculating and determining the patent term
extensions.

00:18:42.790 --> 00:18:48.510
But again this is the Patent Office which
makes the final determination on the patent

00:18:48.510 --> 00:18:53.680
eligibility means they have to again see which
patent has to be given this extension.

00:18:53.680 --> 00:18:58.630
They cannot give, so there might be 10 patents
over a single molecule - single drug product,

00:18:58.630 --> 00:19:02.650
but again one eligible patent can be given
the extension.

00:19:02.650 --> 00:19:11.160
So,in the United States the maximum term extension
is 5 years provided the extension does not

00:19:11.160 --> 00:19:16.140
result in the total remaining patent term
more than 14 years.

00:19:16.140 --> 00:19:22.450
That means, like 5 years additional patent
term give can be given that may be 20 plus

00:19:22.450 --> 00:19:29.740
5, that means, 25 maybe, but again we have
to calculate after the marketing authorization

00:19:29.740 --> 00:19:34.270
means once the marketing authorization has
been granted means it has been approved for

00:19:34.270 --> 00:19:38.280
entering into the market from that it would
be calculated.

00:19:38.280 --> 00:19:45.150
So, after marketing authorization maximum
14 years should be the remaining patent term.

00:19:45.150 --> 00:19:50.250
So, it accordingly maximum patent term extension
is given 5 years.

00:19:50.250 --> 00:19:58.640
For example, if like when a marketing author
marketing authorization has been granted for

00:19:58.640 --> 00:20:05.310
a drug molecule, the remaining patent term
is suppose 5 years, then additional 5 years

00:20:05.310 --> 00:20:10.350
would be given, so that means, 10 years of
patent term would be the after patent term

00:20:10.350 --> 00:20:15.730
extension the effective patent protection
would be 10 years, even though it has like

00:20:15.730 --> 00:20:17.600
15 years has been passed by.

00:20:17.600 --> 00:20:25.730
But if the remaining term is already suppose
13 year when the marketing authorization is

00:20:25.730 --> 00:20:32.450
granted, and they have remaining 13 years
of time period to enjoy the patent then only

00:20:32.450 --> 00:20:37.290
1 year extension might be given because it
should be maximum of 14 years after the marketing

00:20:37.290 --> 00:20:38.290
authorization.

00:20:38.290 --> 00:20:43.900
So, that is the calculation which is made
by the PTO as well as the FTO.

00:20:43.900 --> 00:20:49.880
So, the 14 year period is measured from the
date of the drug product received the regulatory

00:20:49.880 --> 00:20:54.120
approval up to the date of the patent expiration.

00:20:54.120 --> 00:21:00.620
And any term extend extension granted under
this statute is applied from the original

00:21:00.620 --> 00:21:05.000
expiration date of the patent including the
patent term like PTA.

00:21:05.000 --> 00:21:12.790
So, patent term edition that is another patent
term addition is another concept which is

00:21:12.790 --> 00:21:19.440
again individually done by the USPTO - Patent
Office means if during the patent prosecution

00:21:19.440 --> 00:21:23.340
or the patent approval due to certain process
the process has been delayed.

00:21:23.340 --> 00:21:24.750
So, they adjust the term.

00:21:24.750 --> 00:21:28.000
And it is only found in the United States
only.

00:21:28.000 --> 00:21:34.750
So, if you ever get a chance to see any patent
document, you might see there is a patent

00:21:34.750 --> 00:21:36.470
term adjustment.

00:21:36.470 --> 00:21:43.070
So, this patent term adjustment like few days
or depending on the nature of the process,

00:21:43.070 --> 00:21:46.730
so that some time period has been adjusted.

00:21:46.730 --> 00:21:50.280
And accordingly they decide the date of expiration
of the patent.

00:21:50.280 --> 00:21:57.870
And at that date would be taken into consideration
while calculating the patent term extension.

00:21:57.870 --> 00:22:02.790
So, again as I mentioned there should be set
of rules which guides which patent must be

00:22:02.790 --> 00:22:03.790
eligible.

00:22:03.790 --> 00:22:10.690
So, a patent will only be eligible for the
extension if it includes at least one claim

00:22:10.690 --> 00:22:16.280
covering the approved drug products or its
approved method of use or method of manufacturing

00:22:16.280 --> 00:22:17.280
it.

00:22:17.280 --> 00:22:21.220
So, like a patent is generally given for an
invention.

00:22:21.220 --> 00:22:27.710
So, in a patent document generally the inventor
specifies certain claims means on which aspect

00:22:27.710 --> 00:22:31.090
of the patent you want to have the patent.

00:22:31.090 --> 00:22:32.330
Those are known as the claims.

00:22:32.330 --> 00:22:37.240
So, claims are the basic they are the main
thing of a patent.

00:22:37.240 --> 00:22:45.780
So, the claim must cover the like approved
drug product, or method of use, or how they

00:22:45.780 --> 00:22:47.580
are manufacturing it.

00:22:47.580 --> 00:22:53.220
And they have to also satisfy few conditions
like the patent should not have expired; the

00:22:53.220 --> 00:22:58.940
term of the patent has never been extended
before; the patent owner or its agent submitted

00:22:58.940 --> 00:23:04.060
a complete and timely application for the
extension; and the product has been subjected

00:23:04.060 --> 00:23:10.040
to the regulatory review period before it
is commercial marketing or the use; and the

00:23:10.040 --> 00:23:15.570
permission for the commercial marketing or
use is first permitted accepted patents claiming

00:23:15.570 --> 00:23:22.720
a method of making a product primarily using
the recombinant DNA technology were different.

00:23:22.720 --> 00:23:27.650
So, these rules, so they they are there are
set of rules which has to be followed.

00:23:27.650 --> 00:23:33.130
And the patent has to be like found eligible
for giving the patent term extension.

00:23:33.130 --> 00:23:37.000
And this patent term extension why it is necessary,
so what benefit will you give?

00:23:37.000 --> 00:23:41.600
So, it increases their profitability means
till the time the patent is alive nobody is

00:23:41.600 --> 00:23:43.430
allowed to copy that product.

00:23:43.430 --> 00:23:47.870
So, you have the monopoly for additional 5
years of time period in the United States.

00:23:47.870 --> 00:23:49.580
So, that is the advantage.

00:23:49.580 --> 00:23:55.100
Like there was an example of Prozac by Emily
Lee.

00:23:55.100 --> 00:24:05.170
So, like when the patent for that drug molecule
expired that drug Prozac it next 5 years benefit

00:24:05.170 --> 00:24:10.030
was the highest among whole of whole of its
life term.

00:24:10.030 --> 00:24:15.080
So, you may understand how this patent term
extension gives the commercial advantage to

00:24:15.080 --> 00:24:17.830
any company who is marketing their drugs.

00:24:17.830 --> 00:24:24.860
So, that is the way the patent term extension
is being helpful.

00:24:24.860 --> 00:24:34.640
Now, in the European Union, we do not call
this patent term extension as PTE rather it

00:24:34.640 --> 00:24:39.380
is known as the Supplementary Protection Certificate
or the SPC.

00:24:39.380 --> 00:24:45.540
So, in the EU the SPC or the supplementary
protection certificate is a sui generis or

00:24:45.540 --> 00:24:50.370
a specific extension of the patent under a
specific set of rights.

00:24:50.370 --> 00:24:55.300
And it is available for the drug products,
medicinal products, plant protection products

00:24:55.300 --> 00:24:58.880
like insecticides and herbicides as well.

00:24:58.880 --> 00:25:05.250
And again this is in the same way has been
introduced to compensate the long time period

00:25:05.250 --> 00:25:07.460
needed to obtain the regulatory approval.

00:25:07.460 --> 00:25:16.590
And so that the profit for the manufacturers
is generally higher, and they they incur more

00:25:16.590 --> 00:25:22.000
profit and the loss is compensated in some
way.

00:25:22.000 --> 00:25:29.920
And again the product has to satisfy few conditions
like first for which you are giving a patent

00:25:29.920 --> 00:25:31.200
extension or the SPC.

00:25:31.200 --> 00:25:35.511
The product is protected by a basic patent
which is in force; the product should be a

00:25:35.511 --> 00:25:40.801
medicinal product, which has been granted
the marketing authorization; and the product

00:25:40.801 --> 00:25:46.510
has not already been subjected to certificates;
and the marketing authorization is the first

00:25:46.510 --> 00:25:50.020
authorization to place the product on the
market as a medicinal product.

00:25:50.020 --> 00:25:55.550
So, there are a few condition which has to
be met in European, Indian as well, so that

00:25:55.550 --> 00:26:01.380
the supplementary protection certificate can
be granted.

00:26:01.380 --> 00:26:07.720
And this supplementary protection certificate
again it is not related to patent directly

00:26:07.720 --> 00:26:10.540
in European Union, it is a supplementary certificate.

00:26:10.540 --> 00:26:14.480
So, it starts only after the patent expires.

00:26:14.480 --> 00:26:19.090
And as in the same way like United States,
the supplementary protection certificate has

00:26:19.090 --> 00:26:21.450
a maximum life of 5 years.

00:26:21.450 --> 00:26:28.760
And in some cases, it is extendable to 5.5
years when it is related to the human medicinal

00:26:28.760 --> 00:26:35.130
product for which the data from the clinical
trials are conducted under the approved pediatric

00:26:35.130 --> 00:26:41.350
investigation plant means if it is a pediatric
indication in that case the exclusive the

00:26:41.350 --> 00:26:44.790
extension may be for 5.5years.

00:26:44.790 --> 00:26:50.830
But similarly here like United States the
duration of the total market exclusivity of

00:26:50.830 --> 00:26:57.660
the patent and the SPC should not exceed 15
years; in United States like that is 14 years

00:26:57.660 --> 00:26:59.690
and here it is 15 years.

00:26:59.690 --> 00:27:07.800
And however, the grant of this additional
6 months of SPC for the pediatric thing like

00:27:07.800 --> 00:27:14.320
that is again allowed 15.5 years that may
be in some cases.

00:27:14.320 --> 00:27:21.890
And so they have specific regulations that
is regulation number seven 1768 of 92, and

00:27:21.890 --> 00:27:22.890
1610 of 96.

00:27:22.890 --> 00:27:27.370
So, these are the various regulation which
is related to the supplementary protection

00:27:27.370 --> 00:27:28.570
certificate.

00:27:28.570 --> 00:27:36.080
And this is one way through which the companies
tried to maximize their profit and monopoly

00:27:36.080 --> 00:27:41.750
over the market that is why patent or intellectual
property also plays a crucial role in case

00:27:41.750 --> 00:27:47.400
of the pharmaceutical industry because through
which they are getting to or they they can

00:27:47.400 --> 00:27:52.720
extend their life of the market or they get
market exclusivity they get other benefits

00:27:52.720 --> 00:27:54.830
from the same.

00:27:54.830 --> 00:28:00.240
But again in India things are a little bit
different, we do not have any patent linkage

00:28:00.240 --> 00:28:06.400
provision or patent term extension per say
and that is not been recognized in India.

00:28:06.400 --> 00:28:13.250
But in other countries that is one of the
way incentives has been given to the pharmaceutical

00:28:13.250 --> 00:28:14.250
companies.

00:28:14.250 --> 00:28:18.960
So, these are the few concepts with respect
to pharmaceutical as well as the biopharmaceutical

00:28:18.960 --> 00:28:24.310
in specific which as a student all of us should
know.

00:28:24.310 --> 00:28:30.280
And the provisions are also like new new things
are coming up as acomplexity of the molecule

00:28:30.280 --> 00:28:33.440
is being resolved the data requirement are
also being developed.

00:28:33.440 --> 00:28:39.520
So, if you see the United States FDA, you
will see lot of guidance document for monoclonal

00:28:39.520 --> 00:28:45.640
antibody, for normal protein, for any recombinant
DNA product, or gene therapy product, or blood

00:28:45.640 --> 00:28:46.640
transfusion product.

00:28:46.640 --> 00:28:52.980
So, because it is so complex, we need to have
a specific set for the different set of molecules.

00:28:52.980 --> 00:28:59.090
In India, of course, we are trying to get
our regulation in place at par with the other,

00:28:59.090 --> 00:29:04.600
but still there is there are a lot many
scope for improvement.

00:29:04.600 --> 00:29:07.970
And also there is one good thing is that there
are certain international standards.

00:29:07.970 --> 00:29:13.890
So, we have again ICH - International Standard
Council for Harmonization, so that also gives

00:29:13.890 --> 00:29:18.370
certain guidelines regarding this product
development, purity safety, and efficacy study.

00:29:18.370 --> 00:29:24.580
So, those are the international standards
which can also be adopted by different country

00:29:24.580 --> 00:29:28.280
for making their product at par or of better
quality.

00:29:28.280 --> 00:29:31.520
So, these are all different provisions.

00:29:31.520 --> 00:29:36.100
I hope this would be some informative to you
all.

00:29:36.100 --> 00:29:39.710
So, keep exploring and keep reading more about
this.

00:29:39.710 --> 00:29:41.510
So, that is all for this session.

00:29:41.510 --> 00:29:44.110
So, thank you for being with me.

00:29:44.110 --> 00:29:46.280
So, we will meet in the next module.

00:29:46.280 --> 00:29:47.210
Thank you so much.
