Endo Pharmaceuticals Solutions v. Custopharm Inc. , 894 F.3d 1374 ( 2018 )


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  •   United States Court of Appeals
    for the Federal Circuit
    ______________________
    ENDO PHARMACEUTICALS SOLUTIONS, INC.,
    BAYER INTELLECTUAL PROPERTY GMBH,
    BAYER PHARMA AG,
    Plaintiffs-Appellees
    v.
    CUSTOPHARM INC.,
    Defendant-Appellant
    ______________________
    2017-1719
    ______________________
    Appeal from the United States District Court for the
    District of Delaware in No. 1:14-cv-01422-SLR-SRF,
    Judge Sue L. Robinson.
    ______________________
    Decided: July 13, 2018
    ______________________
    NEVIN M. GEWERTZ, Bartlit Beck Herman Palenchar
    & Scott LLP, Chicago, IL, argued for plaintiffs-appellees.
    Also represented by ADAM MORTARA, JOHN SCOTT
    MCBRIDE, TAYLOR A.R. MEEHAN, FAYE PAUL.
    DOUGLASS C. HOCHSTETLER, Kelley Drye & Warren,
    LLP, Chicago, IL, argued for defendant-appellant. Also
    represented by CONSTANTINE KOUTSOUBAS, SARITA
    MUTHA, MARK J. SCOTT; CLIFFORD KATZ, New York, NY.
    ______________________
    2     ENDO PHARMACEUTICALS SOLUTIONS   v. CUSTOPHARM INC.
    Before MOORE, LINN, and CHEN, Circuit Judges.
    CHEN, Circuit Judge.
    Endo Pharmaceuticals Solutions, Inc. (Endo) holds
    the approved New Drug Application for Aveed®, a testos-
    terone undecanoate (TU) intramuscular injection. Bayer
    Intellectual Property GmbH and Bayer Pharma AG
    (Bayer) own the two patents listed in the Orange Book for
    Aveed®, U.S. Patent Nos. 7,718,640 (the ’640 patent) and
    8,338,395 (the ’395 patent). Custopharm Inc.’s (Custo-
    pharm) predecessor-in-interest, Paddock Laboratories,
    LLC, submitted an Abbreviated New Drug Application
    (ANDA) to the U.S. Food and Drug Administration (FDA)
    for approval to produce and market a generic version of
    Aveed®. In connection with the ANDA filing, Custopharm
    made a Paragraph IV certification and gave notice of the
    certification to Endo and Bayer on October 8, 2014. On
    November 20, 2014, Endo and Bayer brought an action
    alleging infringement of the ’640 and ’395 patents. Dur-
    ing the proceedings, Custopharm stipulated to infringe-
    ment, and Endo and Bayer limited their asserted claims
    to claim 2 of the ’640 patent and claim 18 of the ’395
    patent. After a four-day bench trial on invalidity, the
    district court concluded that Custopharm had not proven
    that the claims were invalid under 35 U.S.C. § 103.
    Custopharm appealed. For the reasons below, we find no
    reversible errors in the district court’s conclusion and
    accordingly, we affirm.
    BACKGROUND
    Aveed® is a long-acting injectable testosterone re-
    placement therapy for men suffering from physiologically
    low levels of testosterone, also known as hypogonadism.
    Before the 2003 priority date for the invention claimed in
    the ’640 and ’395 patents, then-existing testosterone
    replacement therapies had three significant shortcomings.
    First, the existing injectable therapies required patients
    ENDO PHARMACEUTICALS SOLUTIONS    v. CUSTOPHARM INC.      3
    to visit their doctors every two or three weeks to receive
    intramuscular injections, and the available topical thera-
    pies required daily application. Second, the available
    therapies required the prescribing doctor to adjust the
    dosage or intervals of administration for each patient,
    which required doctors to frequently monitor their pa-
    tients’ testosterone levels. Third, the pre-2003 therapies
    did not provide stable testosterone levels, leading to
    periods of low testosterone between treatments. Patients
    would experience elevated testosterone levels immediate-
    ly after an injection, but testosterone levels would fall to
    below the normal physiological range before the next
    injection.
    Aveed®’s patented formulation addressed some of
    these shortcomings: (1) after the initial two injections,
    Aveed® is only administered five times a year; (2) it is a
    treatment that works for nearly all men suffering from
    hypogonadism, thus obviating the need for doctors to
    personalize testosterone replacement therapy; and (3)
    patients on Aveed® avoided the fluctuations in testos-
    terone levels associated with other injectable products on
    the market before 2003. Claim 2 of the ’640 patent and
    claim 18 of the ’395 patent cover Aveed®’s formulation and
    injection regimen. Both patents, entitled “Methods and
    Pharmaceutical Compositions for Reliable Achievement of
    Acceptable Serum Testosterone Levels,” issued from the
    same parent application and share a common specifica-
    tion.
    Claim 2 of the ’640 patent covers a 750 mg dosage of
    TU in the composition described in claim 1:
    A composition formulated for intramuscular injec-
    tion in a form for single injection according to
    claim 1, which contains 750 mg testosterone un-
    decanoate.
    ’640 patent, col. 13, ll. 29–31 (emphasis added). Claim 1
    reads:
    4     ENDO PHARMACEUTICALS SOLUTIONS     v. CUSTOPHARM INC.
    A composition formulated for intramuscular injec-
    tion in a form for single injection which contains
    250 mg/ml testosterone undecanoate in a vehi-
    cle containing a mixture of castor oil and benzyl
    benzoate wherein the vehicle contains castor oil
    in a concentration of 40 to 42 vol %.
    
    Id. at col.
    13, ll. 24–28 (emphases added).
    Claim 18 of the ’395 patent covers a 750 mg dosage of
    TU in the composition and method described by claim 14:
    The method of claim 14, in which each dose con-
    tains 750 mg of TU.
    ’395 patent, col. 16, ll. 1–2 (emphasis added). Claim 14
    reads:
    A method of treating a disease or symptom associ-
    ated with deficient endogenous levels of testos-
    terone in a man, comprising administering by
    intramuscular injection a composition comprising
    testosterone undecanoate (TU) and a vehicle
    consisting essentially of castor oil and a co-
    solvent, the castor oil being present in the vehicle
    at a concentration of 42 percent or less by vol-
    ume, the method further comprising:
    (i) an initial phase comprising 2 ini-
    tial intramuscular injections of a dose
    of TU at an interval of 4 weeks be-
    tween injections, each dose including
    500 mg to 1000 mg of TU, followed by,
    (ii) a maintenance phase comprising
    subsequent intramuscular injections
    of a dose of TU at an interval of 10
    weeks between injections, each dose in-
    cluding 500 mg to 1000 mg of TU.
    
    Id. at col.
    15, ll. 17–31 (emphases added). The key ele-
    ments of both claims in dispute are: (1) 750 mg TU, (2)
    ENDO PHARMACEUTICALS SOLUTIONS    v. CUSTOPHARM INC.      5
    vehicle consisting of castor oil and a co-solvent (benzyl-
    benzoate in the ’640 patent) where the castor oil is 42% or
    less by volume, and (3) an injection schedule comprising
    two initial injections at an interval of four weeks followed
    by injections at ten week intervals (’395 patent only).
    Bayer and Endo sued Custopharm for infringement of
    the ’640 and ’395 patents on November 20, 2014. The
    case proceeded to a bench trial on the sole issues of
    whether claim 2 of the ’640 patent and claim 18 of the
    ’395 patent would have been obvious to a skilled artisan
    in view of the prior art, which consisted primarily of three
    scientific articles: Behre, 1 Nieschlag, 2 and von Eckard-
    stein 3 (Articles). These Articles describe small clinical
    1    H.M. Behre et al., Intramuscular injection of tes-
    tosterone undecanoate for the treatment of male hy-
    pogonadism: phase I studies, 140 Eur. J. Endocrinol. 414
    (1999). Behre compared the half-life of a single dose of
    1000 mg TU in castor oil with a single dose of 1000 mg TU
    in tea seed oil.
    2   E. Nieschlag et al., Repeated intramuscular injec-
    tions of testosterone undecanoate for substitution therapy
    in hypogonadal men, 51 Clin. Endocrinol. 757 (1999).
    Nieschlag studied the suitability of using four intramus-
    cular injections of 1000 mg TU in castor oil at six week
    intervals.
    3   S. von Eckardstein & E. Nieschlag, Treatment of
    Male Hypogonadism with Testosterone Undecanoate
    Injected at Extended Intervals of 12 Weeks: A Phase II
    Study, 23(3) J. Androl. 419 (2002). von Eckardstein
    studied the efficacy and safety of prolonged TU treatment
    at extended injection intervals—starting at injections
    every six weeks followed by a gradual increase in the
    interval to every twelve weeks after the tenth injection—
    over a 3.2 year period.
    6       ENDO PHARMACEUTICALS SOLUTIONS   v. CUSTOPHARM INC.
    studies involving 1000 mg TU injections. The Articles
    report using a composition of 250 mg/ml TU in castor oil.
    The parties agree that the Articles do not disclose or
    describe the use of a co-solvent. While the actual formu-
    lation of the vehicle used in the studies was 40% castor oil
    and 60% benzyl benzoate, this was not reported and thus
    unknown to a skilled artisan until 2007, years after the
    2003 priority date for the patents-in-suit. In 2007, Saad4
    disclosed that the vehicle formulation used in the Articles
    was 40% castor oil and 60% benzyl benzoate, also sold as
    Nebido®, a 1000 mg TU injection later marketed in
    Europe by Bayer.
    In addition to the Articles, Custopharm introduced
    Pushpalatha 5 and Riffkin 6 as prior art. Pushpalatha is
    an article that describes the effects of a commercially
    marketed product—Proluton Depot (Proluton). Proluton
    is an injectable composition of hydroxyprogesterone in a
    mixture of 40% castor oil and 60% benzyl benzoate. It is
    administered once a week to pregnant women to prevent
    miscarriage. Riffkin is an article that describes the use of
    castor oil for the parenteral administration of steroids. It
    discloses a castor oil and benzyl benzoate vehicle to im-
    prove the solvent abilities of castor oil.
    After a four-day trial, the district court found that
    Custopharm had not met its burden of proving that the
    4   F. Saad, et al., More than eight years’ hands-on
    experience with the novel long-acting parenteral testos-
    terone undecanoate, 9(3) Asian J. Androl 291 (2007).
    5   T. Pushpalatha, et al., Effect of prenatal exposure
    to hydroxyprogesterone on steroidgenic enzymes in male
    rats, 90 Naturwissenschaften 40 (2003).
    6   C. Riffkin, et al., Castor Oil as A Vehicle for Par-
    enteral Administration of Steroid Hormones, 53(8) J.
    Pharm. Sci. 891 (1964).
    ENDO PHARMACEUTICALS SOLUTIONS     v. CUSTOPHARM INC.      7
    disputed claims would have been obvious. Specifically,
    the district court found that the prior art did not disclose
    the 750 mg TU injection dosage, and that Custopharm
    had not shown, by clear and convincing evidence, that a
    skilled artisan would have been motivated to lower the
    dosage of TU from 1000 mg to 750 mg due to concerns
    patients were being overdosed. Further, the district court
    found that the Articles do not inherently disclose benzyl
    benzoate as a co-solvent or the particular ratio of solvent
    to co-solvent claimed by the patents-in-suit simply be-
    cause this formulation was what had been used in the
    studies forming the basis of the Articles. Citing Par
    Pharmaceutical, Inc. v. TWI Pharmaceutical, Inc., 
    773 F.3d 1186
    , 1194–95 (Fed. Cir. 2014), and Continental Can
    Co. USA v. Monsanto Co., 
    948 F.2d 1264
    , 1268–69 (Fed.
    Cir. 1991), the district court noted that inherency may
    only supply a missing claim limitation if the limitation at
    issue is the “natural result” of the combination of prior art
    elements or a “necessarily present” limitation. Custo-
    pharm, the district court reasoned, failed to establish that
    alternative vehicles could not have been used in the
    Articles. Finally, the district court found that the prior
    art did not disclose the specific injection schedule claimed
    in the ’395 patent and was unpersuaded by Custopharm’s
    argument that it would have been obvious to a skilled
    artisan to arrive at this specific schedule.
    Custopharm appealed. We have jurisdiction pursuant
    to 28 U.S.C. § 1295(a)(1).
    DISCUSSION
    “Obviousness is a question of law based on underlying
    findings of fact.” In re Kubin, 
    561 F.3d 1351
    , 1355 (Fed.
    Cir. 2009). We review the district court’s conclusions of
    law de novo. Eli Lilly & Co. v. Teva Parenteral Meds.,
    Inc., 
    845 F.3d 1357
    , 1372 (Fed. Cir. 2017). And we review
    the district court’s factual findings for clear error. Par
    
    Pharm., 773 F.3d at 1194
    . The inherent teaching of a
    8     ENDO PHARMACEUTICALS SOLUTIONS      v. CUSTOPHARM INC.
    prior art reference is a question of fact. 
    Id. (citing In
    re
    Napier, 
    55 F.3d 610
    , 613 (Fed. Cir. 1995)).
    The ’640 and ’395 patents disclose three primary ele-
    ments in the composition and administration of Aveed®:
    (1) 750 mg TU in (2) a 40% castor oil and 60% benzyl
    benzoate vehicle (the benzyl benzoate element only ap-
    plies to the ’640 patent; the ’395 patent only requires a co-
    solvent) (3) administered at an initial interval of two
    injections four weeks apart and maintenance injections at
    ten week intervals thereafter (’395 patent only). Custo-
    pharm contends that the Articles inherently describe the
    vehicle formulation (40% castor oil and 60% benzyl ben-
    zoate). And a skilled artisan would have recognized that
    patients were being overdosed with 1000 mg TU injec-
    tions at a concentration of 250 mg/ml (for a total of 4 ml
    injected fluid). Relying on that premise, Custopharm
    argues that it would have been obvious to a skilled arti-
    san to reduce the amount of injected fluid to 3 ml while
    maintaining the same TU concentration for a total of
    750 mg TU per injection. This dose adjustment would in
    turn make the injection interval adjustment, including
    the use of a two-phase dosing regimen, obvious. We
    disagree, as we see no clear error in the district court’s
    underlying factual findings. Below, we discuss each of the
    elements in further detail.
    A. Testosterone Dose
    Neither party contests that the prior art does not dis-
    close a 750 mg dosage of TU. Custopharm argues that the
    district court clearly erred in finding no motivation for a
    skilled artisan to lower the dose of TU from 1000 mg to
    750 mg because, in view of the American Association of
    Clinical Endocrinologists (AACE) Guidelines, patients in
    prior art clinical studies were being overdosed. The
    AACE Guidelines set the range of normal testosterone
    levels at 200 to 800 nanograms/deciliter (ng/dl) or 9.7 to
    27.7 nanomoles/liter (nmol/l). Under these guidelines,
    ENDO PHARMACEUTICALS SOLUTIONS    v. CUSTOPHARM INC.      9
    four of the fourteen patients in the Behre study would be
    regarded as having testosterone levels exceeding the
    normal range, based on a measurement three days after
    an injection of 1000 mg of TU. Accordingly, Custopharm
    contends that a skilled artisan would have recognized
    that these patients were being overdosed and would have
    been motivated to reduce the dose from 1000 mg to
    750 mg by injecting patients with 3 ml instead of 4 ml of
    solution at a TU concentration of 250 mg/ml. The district
    court reasonably rejected this argument.
    First, Custopharm’s overdose argument is predicated
    on the assumption that a skilled artisan would have
    applied the AACE Guidelines to the exclusion of other
    guidelines that existed at the time, including the FDA
    Guidelines. Under the FDA Guidelines, the range of
    normal testosterone is 300 to 1000 ng/dl or 10 to
    35 nmol/l. The record evidence sufficiently demonstrates
    that the most prevalently applied guidelines in clinical
    practice were the FDA Guidelines, not the AACE Guide-
    lines. The studies underlying the Articles all employed
    the FDA Guidelines. The patents-in-suit also cited the
    FDA Guidelines. ’640 patent, col. 8, ll. 59–61; ’395 patent,
    col. 9, ll. 24–26. Aveed®’s label similarly references the
    300 to 1000 ng/dl normal range. Moreover, a passage in a
    textbook that Custopharm’s own expert Dr. Peter Schlegel
    edited confirms that “[t]he most common [guideline] in
    clinical practice is a Food & Drug Administration range of
    300 to 1,000 nanograms per deciliter.” Loren Jones &
    Craig Niederberger, Medical Therapy for Male Infertility,
    FERTILITY PRESERVATION IN MALE CANCER PATIENTS (John
    P. Mulhall, Linda D. Applegarth, Robert D. Oates, Peter
    N. Schlegel eds., 2013).
    Under the FDA Guidelines, only one participant in
    the Behre study had testosterone levels that exceeded the
    normal range when measured three days after the injec-
    tion of 1000 mg of TU. Four weeks after injection, howev-
    er, this individual’s testosterone level dropped below the
    10       ENDO PHARMACEUTICALS SOLUTIONS   v. CUSTOPHARM INC.
    normal range. Further, Behre specifically reported that a
    single 1000 mg injection of TU “does not result in su-
    pranormal serum testosterone levels, but in much pro-
    longed action.” J.A. 1129. 7 Thus, the district court
    reasonably rejected Custopharm’s argument that a skilled
    artisan would consider 1000 mg of TU to be an overdose
    and would have been motivated to lower the dosage to the
    patented 750 mg.
    Second, Custopharm argues that the obviousness of
    an invention does not require using the “best” motiva-
    tion 8; only a “suitable” motivation is required. Par
    
    Pharm., 773 F.3d at 1197
    –98. But this is a misunder-
    standing of Custopharm’s burden. While the FDA Guide-
    lines do not teach away from using the AACE Guidelines,
    the district court found that Custopharm had not shown,
    by clear and convincing evidence, that a skilled artisan
    would have recognized that patients injected with
    1000 mg TU were being overdosed. To meet its burden,
    Custopharm needed to do more than merely show that the
    prior art does not preclude lowering the dose of TU.
    Custopharm needed to affirmatively demonstrate that a
    skilled artisan would have been motivated to lower the
    dose of TU despite no clear evidence of overdosing under
    the FDA Guidelines. See Pfizer, Inc. v. Apotex, Inc., 480
    7  Moreover, Custopharm’s argument that four of
    the fourteen patients in Behre’s study were being over-
    dosed under the AACE Guidelines is based on undisclosed
    data underlying the Behre study, which the district court
    correctly refused to consider because it is not prior art.
    8   Presumably, determining whether patients were
    being overdosed under the FDA Guidelines would consti-
    tute using the “best” motivation, though Custopharm does
    contest whether the FDA Guidelines were the “best” to
    apply.
    ENDO PHARMACEUTICALS SOLUTIONS     v. CUSTOPHARM INC.     
    11 F.3d 1348
    , 1361 (Fed. Cir. 2007) (“[T]he burden falls on
    the challenger of the patent to show by clear and convinc-
    ing evidence that a skilled artisan would have been
    motivated to combine the teachings of the prior art refer-
    ences to achieve the claimed invention . . . .”).
    Third, Custopharm’s overdose theory improperly as-
    sumes that the only solution to overdosed patients is to
    reduce dosage rather than extending the injection inter-
    vals. Endo and Bayer argue that this data would likely
    teach a skilled artisan formulating a long-acting testos-
    terone injection not to decrease the dose—because four
    weeks after the initial injection of 1000 mg TU, five out of
    the fourteen patients had testosterone levels below the
    normal range—but to alter the injection schedule. Ac-
    cordingly, the district court did not err in rejecting Custo-
    pharm’s overdose theory.
    B. Vehicle Formulation
    Regarding the vehicle formulation, Custopharm
    makes two arguments on appeal. First, Custopharm
    argues that the district court erred in finding that the
    vehicle formulation—40% castor oil and 60% benzyl
    benzoate—was not inherently described by the Articles.
    Second, Custopharm argues that the district court erred
    in finding no motivation to combine the vehicle formula-
    tion of Proluton with the lowered dose and modified
    injection schedule. We discuss each in turn.
    Inherency
    To establish that a prior art reference inherently—
    rather than expressly—discloses a claim limitation, “the
    limitation at issue necessarily must be present, or [is] the
    natural result of the combination of elements explicitly
    disclosed by the prior art.” Par 
    Pharm., 773 F.3d at 1196
    .
    Here, Custopharm argues that the vehicle formulation
    was “necessarily present” in the Articles because it was
    later revealed to be the actual formulation the authors of
    12    ENDO PHARMACEUTICALS SOLUTIONS    v. CUSTOPHARM INC.
    the Articles used in their reported clinical studies. We
    disagree.
    An inherent characteristic of a formulation can be
    part of the prior art in an obviousness analysis even if the
    inherent characteristic was unrecognized or unappreciat-
    ed by a skilled artisan. See In re Kao, 
    639 F.3d 1057
    ,
    1070 (Fed. Cir. 2011). But, inherency “may not be estab-
    lished by probabilities or possibilities.” Par 
    Pharm., 773 F.3d at 1195
    (quoting In re Oelrich, 
    666 F.2d 578
    , 581
    (CCPA 1981)). “The mere fact that a certain thing may
    result from a given set of circumstances is not sufficient.”
    
    Id. (citing In
    re Rijckaert, 
    9 F.3d 1531
    , 1533–34 (Fed. Cir.
    1993); 
    Oelrich, 666 F.2d at 581
    (“[M]ere recitation of a
    newly discovered function or property, inherently pos-
    sessed by things in the prior art, does not distinguish a
    claim drawn to those things from the prior art.”); In re
    Shetty, 
    566 F.2d 81
    , 86 (CCPA 1977) (“[T]he inherency of
    an advantage and its obviousness are entirely different
    questions. . . . Obviousness cannot be predicated on what
    is unknown.” (quoting In re Spormann, 
    363 F.2d 444
    , 448
    (CCPA 1966))).
    Custopharm argues that the vehicle formulation was
    inherently disclosed because the Articles provide a de-
    tailed recitation of the TU injection composition’s phar-
    macokinetic performance, from which a skilled artisan
    could derive that the vehicle consisted of 40% castor oil
    and 60% benzyl benzoate. The district court reasonably
    found that this was not enough “to establish that the
    Articles barred the possibility of an alternative vehicle
    being used in the prior art compositions” to meet the
    rigorous standard of inherency. J.A. 38.
    First, Custopharm has not demonstrated that a
    skilled artisan could extrapolate the vehicle formulation
    used in the Articles from pharmacokinetic performance
    data. Custopharm’s own opening brief does not argue
    that the pharmacokinetic performance reported in the
    ENDO PHARMACEUTICALS SOLUTIONS     v. CUSTOPHARM INC.     13
    Articles can only be attributed to the claimed vehicle
    formulation. See Appellant’s Opening Br. at 28 (“Differ-
    ences in the formulation could produce pharmacokinetic
    differences.”) (emphasis added). Moreover, Custopharm’s
    brief incorrectly shifts the burden of proof to Endo and
    Bayer. Custopharm argues that Dr. Derendorf, Endo and
    Bayer’s pharmacokinetic expert, failed to provide any
    evidence to support his view that “it was possible to have
    the same pharmacokinetic profile with two different
    formulations.” See 
    id. at 29.
    But, it is Custopharm’s
    burden to present clear and convincing evidence that the
    Articles necessarily disclosed the vehicle formulation to
    one of skill in the art. See Motorola Mobility, LLC v. Int’l
    Trade Comm’n, 
    737 F.3d 1345
    , 1350 (Fed. Cir. 2013). And
    Custopharm’s expert’s testimony and briefing fall short of
    meeting this burden.
    Second, the prior art was replete with potential co-
    solvents such that a skilled artisan, reviewing the Arti-
    cles, would not have necessarily recognized that the
    Articles’ authors used benzyl benzoate as a co-solvent for
    their reported clinical studies. Endo and Bayer’s expert
    testified that, based on the Articles’ disclosures, a skilled
    artisan would not have recognized that a co-solvent was
    necessary. And even if a skilled artisan concluded that a
    co-solvent was necessary, there were any number of
    available co-solvents, including, for example, benzyl
    alcohol, ethanol, cottonseed oil, sesame oil, peanut oil,
    corn oil, fractionated coconut oil, ethyl lactate, ethyl
    oleate, and isopropyl myristate. Moreover, Custopharm’s
    expert conceded that even knowing the identity of the co-
    solvent would not necessarily lead a skilled artisan to the
    particular ratio claimed in the ’650 and ’395 patents.
    J.A. 404 at 92:19–23 (“Q: Now, looking at von Eckard-
    stein, two separate questions. A person of ordinary skill
    reading von Eckardstein, would he know that it’s neces-
    sarily using a 40 percent castor oil, 60 percent benzyl
    benzoate solution? A: No.”). Riffkin, for example, disclos-
    14    ENDO PHARMACEUTICALS SOLUTIONS    v. CUSTOPHARM INC.
    es multiple vehicle formulations that range from 50%
    castor oil to 98% castor oil.
    Third, the cases Custopharm cited to support its in-
    herency argument are inapposite. In In re Omeprazole
    Patent Litigation, the claims at issue were directed to a
    process for making a pharmaceutical composition, which
    included an in situ separating layer or subcoating. 
    483 F.3d 1364
    (Fed. Cir. 2007). We found claim 1 to be inher-
    ently anticipated in light of a Chong Kun Dan Corpora-
    tion (CKD) patent application that disclosed an
    omeprazole tablet. 
    Id. at 1373–74.
    While the CKD appli-
    cation expressly disavowed the presence of a separating
    layer, the record showed that the in situ separating layer
    was, in fact, a natural result of using the ingredients
    outlined in the CKD application. 
    Id. at 1373.
    Thus,
    though the inventors “may not have recognized that a
    characteristic of CKD’s Method A ingredients, disclosed in
    the CKD Patent Application, resulted in an in situ for-
    mation of a separating layer,” we held that the in situ
    formation was inherent because “the record shows for-
    mation of the in situ separating layer in the prior art even
    though that process was not recognized at the time.” 
    Id. Unlike Omeprazole,
    where we found the in situ separating
    layer inherent because it would result each and every
    time a skilled artisan followed the prior art process,
    Custopharm has not demonstrated, 
    discussed supra
    , that
    the pharmacokinetic performance profile (Cmax—
    concentration maximum; tmax—time of reaching Cmax;
    T1/2β—terminal elimination half-life; and AUC—area
    under the concentration versus time curve) reported in
    the Articles could only be achieved using the claimed
    vehicle formulation of 40% castor oil and 60% benzyl
    benzoate.
    Custopharm also analogizes the current situation to
    In re Crish, 
    393 F.3d 1253
    (Fed. Cir. 2004). In Crish, the
    invention covered a purified oligonucleotide with a human
    involucrin gene (HiNV) promoter. 
    Id. at 1254–55.
    The
    ENDO PHARMACEUTICALS SOLUTIONS    v. CUSTOPHARM INC.     15
    specific nucleotide sequence was recited in the claim and
    called “SEQ ID No. 1.” 
    Id. A prior
    publication disclosed
    the structure of the HiNV gene, including the approxi-
    mate size of the promoter region, but did not disclose the
    sequence of the promoter region. 
    Id. at 1255.
    We held
    that the claimed invention—the specific nucleotide se-
    quence—was inherently anticipated. 
    Id. at 1258.
        Custopharm argues that, as in Crish, where we found
    that “one cannot establish novelty by claiming a known
    material by its properties,” Endo and Bayer are trying to
    claim a vehicle formulation that was disclosed earlier in a
    publication on the basis that the patented claims in
    dispute more fully characterize the vehicle formulation
    described in the prior publication. 
    Crish, 393 F.3d at 1258
    . But as with Custopharm’s analogy to Omeprazole,
    Custopharm’s argument falls short because it has not
    shown through any evidence why the pharmacokinetic
    performance profile reported in the Articles could be
    obtained only by using the claimed 40% castor oil/60%
    benzyl benzoate formulation. In Crish, the record was
    clear that the known HiNV promoter region necessarily
    contained the sequence that the inventor tried to patent,
    whereas in this case, the record is devoid of any proof that
    only one vehicle formulation—the claimed vehicle formu-
    lation—can be used to achieve the pharmacokinetic
    performance reported in the Articles.
    Importantly, Crish and Omeprazole were about inher-
    ently present properties or characteristics for a “known”
    prior art product. But here, the TU injection composition
    recounted in the Articles cannot be said to be “known” in
    the same way; the Articles failed to disclose that the
    composition’s vehicle formulation included another, key
    ingredient, benzyl benzoate, let alone the ratio of benzyl
    benzoate to castor oil. And there was no evidence in the
    record that a skilled artisan could determine the non-
    disclosed vehicle formulation based on the reported
    pharmacokinetic performance profile, or that the non-
    16       ENDO PHARMACEUTICALS SOLUTIONS   v. CUSTOPHARM INC.
    disclosed vehicle formulation was necessarily a feature of
    the TU injection studied in the Articles. Under the cir-
    cumstances of this case, the incomplete description of the
    TU injection composition elements denied skilled artisans
    from having access to that composition, thereby preclud-
    ing use of the inherency doctrine to fill in disclosure about
    the product missing from the Articles.
    Thus, the district court did not err in finding that
    Custopharm did not present clear and convincing evi-
    dence showing the 40% castor oil to 60% benzyl benzoate
    as claimed was necessarily present in the Articles. 9
    Motivation to Combine
    Regarding the vehicle formulation missing from the
    Articles, Custopharm alternatively argues that the dis-
    trict court clearly erred in finding no motivation to com-
    bine the vehicle formulation of Proluton with the claimed
    lowered dose and modified injection schedule. Proluton
    was a commercially available, injectable steroid drug
    (hydroxy-progesterone) that used a vehicle consisting of
    approximately 40% castor oil and 60% benzyl benzoate. It
    9   Custopharm also made a public policy argument
    in its opening brief applying the policy rationale underly-
    ing the public use bar under pre-AIA § 102(b) to the
    inherency analysis. Appellant’s Opening Br. at 21–23.
    Custopharm, however, did not respond to Endo’s conten-
    tion that Custopharm waived this argument by failing to
    raise it before the district court. We agree with Endo. In
    its reply brief, Custopharm argued that Helsinn
    Healthcare S.A. v. Teva Pharmaceuticals USA, Inc., is a
    pertinent intervening case, but did not explain how it is
    an intervening change in law to the inherency doctrine,
    especially given that it is an on-sale bar case. 
    855 F.3d 1356
    (Fed. Cir. 2017).
    ENDO PHARMACEUTICALS SOLUTIONS    v. CUSTOPHARM INC.    17
    was administered on a weekly basis at a concentration of
    250 mg/ml to prevent miscarriages. Custopharm argues
    that, even though Proluton was administered weekly, a
    skilled artisan would have been motivated to use the
    vehicle formulation from Proluton to formulate a long-
    acting    testosterone  injection  because    hydroxyl-
    progesterone and TU are both hormones injected at a high
    concentration of 250 mg/ml. Moreover, even before the
    vehicle in Proluton was disclosed, the combination of
    castor oil and benzyl benzoate was taught in Riffkin. 10
    Custopharm’s Proluton-based argument lacks merit.
    The district court correctly noted that it is Custo-
    pharm’s “burden to prove by clear and convincing evi-
    dence that a person of ordinary skill in the art would have
    been motivated to combine the Articles (and other cited
    prior art) with the vehicle used in Proluton.” J.A. 36. The
    district court found that Custopharm failed to meet its
    burden because, while Proluton and Riffkin do suggest
    the use of a co-solvent, they do not suggest that the co-
    solvent necessarily be benzyl benzoate as opposed to the
    other co-solvents known in the art (see 
    discussion supra
    regarding the large number of possible co-solvents).
    Further, while Proluton was commercially available
    before 2003, it is not a testosterone product for men;
    rather, it is administered to pregnant women to prevent
    miscarriage. And importantly, it is not an injectable
    steroid with prolonged activity. The district court was not
    persuaded that a skilled artisan would have turned to the
    vehicle in Proluton when formulating a long-acting,
    injectable testosterone therapy.
    10   Riffkin teaches that the solubility of steroid hor-
    mones in oils can be improved through the addition of
    benzyl benzoate and specifically referred to Proluton as
    using a castor oil and benzyl benzoate mixture.
    18    ENDO PHARMACEUTICALS SOLUTIONS       v. CUSTOPHARM INC.
    Given that Proluton is a weekly injection and is not
    directed to prolonged activity, we agree. We conclude that
    the district court did not err in rejecting Custopharm’s
    argument that the patented formulation for Aveed® was
    obvious over Proluton in view of the prior art.
    C. Injection Schedule
    Custopharm also argues on appeal that once a skilled
    artisan recognized that patients injected with 1000 mg
    TU were being overdosed, the specific injection schedule
    claimed in claim 18 of the ’395 patent would be the result
    of routine treatment of individual patients and thus
    obvious. Custopharm first argues that there is no basis
    for limiting the injection schedule to administration of “a
    population dose” because claim 18 would be infringed by
    the administration to a single patient. And viewing the
    injection schedule from the perspective of individual
    patients, it would have been obvious for a skilled artisan,
    such as a clinician, to adjust the injection interval for at
    least one patient to that disclosed in claim 18—two initial
    injections four weeks apart followed by maintenance
    injections every ten weeks.
    Custopharm points out that both Nieschlag and von
    Eckardstein disclosed TU injections resulting in drug
    accumulation, i.e. increasingly high testosterone levels
    over time. Such drug accumulation makes it possible to
    extend the dosing interval. This, Custopharm reasons,
    suggests to a skilled artisan a two-phase dosing regimen.
    Nieschlag teaches four doses at six week intervals and
    that the intervals may be extended to up to ten weeks or
    more due to drug accumulation. von Eckardstein disclos-
    es that the interval between doses could be increased up
    to twelve weeks. Custopharm argues that together, these
    Articles suggest a first phase of dosing with a shorter
    interval between injections (Nieschlag) and a steady state
    phase consisting of a longer interval for maintenance (von
    Eckardstein). Further, because a skilled artisan would
    ENDO PHARMACEUTICALS SOLUTIONS    v. CUSTOPHARM INC.     19
    have recognized that each dose would need to be reduced
    from 1000 mg to 750 mg to reduce the risk of overdosing,
    it follows that he would shorten the six-week interval in
    Nieschlag and the twelve-week interval in von Eckard-
    stein to prevent TU levels from going below the normal
    range. The district court did not err in finding this argu-
    ment unpersuasive.
    First, this argument is predicated on Custopharm’s
    overdose theory, which we have already 
    rejected supra
    .
    Second, read together, the Articles do not clearly con-
    template a two-phase dosing regimen with initial loading
    doses followed by maintenance doses. The Articles them-
    selves do not explicitly teach the use of loading doses.
    While it is possible to interpret von Eckardstein as using
    loading doses, the district court reasonably characterized
    von Eckardstein as a follow-up study to Nieschlag, seek-
    ing to investigate prolonged injection intervals. J.A. 25
    (“von Eckardstein described a clinical trial investigating
    the efficacy and safety of prolonged TU treatment at
    extended injection intervals over a 3.2 year period. Seven
    patients (who had participated in the study described in
    Nieschlag) received four injections at six week intervals,
    followed by a gradual increase in the interval between the
    fifth and tenth injections. After the tenth injection, the
    interval was increased to twelve weeks.”). Thus, the
    Articles reasonably teach a skilled artisan to increase the
    intervals between doses, not to initially shorten them to
    four weeks and then to lengthen them to ten weeks.
    Third, Custopharm’s explanation for why a skilled ar-
    tisan would have a reasonable expectation of success that
    changing the injection regimen would result in a long-
    acting testosterone therapy is lacking. Endo presented
    evidence that oil based, depot (slow release) injections,
    such as TU injections can behave in unpredictable ways
    and that such dose and regimen changes would require
    more than routine experimentation. Namely, this is
    20    ENDO PHARMACEUTICALS SOLUTIONS    v. CUSTOPHARM INC.
    because it was unclear from the Articles if there is a
    linear relationship between the dose amount and the
    amount of TU in the patient’s body. Custopharm does not
    directly dispute this pharmacokinetic argument; rather, it
    contends on appeal that the district court did not give the
    proper weight to its argument that the invention should
    be viewed from the perspective of the individual patient.
    The invention, however, is meant to achieve a commer-
    cially viable testosterone therapy. ’640 patent, col. 2, ll.
    49–54 (“There is a need of providing reliable standard
    regimens acceptable for a broad population of men in need
    thereof, preferably regimens without the need of occa-
    sional control of serum testosterone levels, and regimens
    wherein steady state conditions are achieved within a
    shorter time period.”); ’395 patent, col. 2, ll. 57–60. And
    Custopharm made no claim construction arguments below
    in support of its individual patient rather than population
    dose argument. Endo Pharm. Sols. Inc. v. Paddock Labs.,
    LLC, 1:14-cv-01422-SLR-SRF, Dkt. 32 (D. Del. July 20,
    2015) (stipulating that neither party identified terms that
    require construction). Part of the obviousness inquiry
    involves examining what a skilled artisan would be
    motivated to do given “the effects of demands known to
    the design community or present in the marketplace.”
    KSR Int’l Co. v. Teleflex Inc., 
    550 U.S. 398
    , 418 (2007).
    The district court thus did not err in considering the
    obviousness inquiry from the perspective of a skilled
    artisan “confronted with the same problems as the inven-
    tor,” which in this case is developing a commercially
    viable long-acting testosterone therapy. See In re Rouffet,
    
    149 F.3d 1350
    , 1357 (Fed. Cir. 1998). Doing so, the dis-
    trict court properly found that Custopharm failed to meet
    its burden of showing that a skilled artisan would com-
    bine the lowered dose with the injection schedule in the
    manner claimed.
    ENDO PHARMACEUTICALS SOLUTIONS    v. CUSTOPHARM INC.    21
    CONCLUSION
    The district court did not commit reversible error in
    finding that claim 2 of the ’640 patent and claim 18 of the
    ’395 patent were not proven to be obvious over the prior
    art. We have considered Custopharm’s other arguments
    and find them unpersuasive. Therefore, we affirm the
    district court’s decision.
    AFFIRMED