Persion Pharmaceuticals LLC v. Alvogen Malta Operations Ltd. ( 2019 )


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  •   United States Court of Appeals
    for the Federal Circuit
    ______________________
    PERSION PHARMACEUTICALS LLC,
    Plaintiff-Appellant
    v.
    ALVOGEN MALTA OPERATIONS LTD.,
    Defendant-Appellee
    ______________________
    2018-2361
    ______________________
    Appeal from the United States District Court for the
    District of Delaware in No. 1:16-cv-00139-WCB, Circuit
    Judge William C. Bryson.
    ______________________
    Decided: December 27, 2019
    ______________________
    DOMINICK A. CONDE, Venable LLP, New York, NY, ar-
    gued for plaintiff-appellant.  Also represented by
    CHRISTOPHER P. BORELLO, JOSHUA DANIEL CALABRO,
    ZACHARY GARRETT.
    CHAD A. LANDMON, Axinn Veltrop Harkrider, LLP,
    Hartford, CT, argued for defendant-appellee. Also repre-
    sented by MATTHEW BECKER, THOMAS K. HEDEMANN,
    DAVID KEELER LUDWIG, EDWARD M. MATHIAS;
    CHRISTOPHER MICHAEL GALLO, Washington, DC.
    ______________________
    2           PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA
    OPERATIONS LTD.
    Before O’MALLEY, REYNA, and CHEN, Circuit Judges.
    REYNA, Circuit Judge.
    Persion Pharmaceuticals LLC appeals from a decision
    of the U.S. District Court for the District of Delaware find-
    ing the asserted claims of U.S. Patent Nos. 9,265,760 and
    9,339,499 invalid as obvious and lacking adequate written
    description. Because we find no reversible error in the dis-
    trict court’s obviousness determination, we affirm on that
    basis and do not reach the written description issue.
    BACKGROUND
    I. The Asserted Patents
    Persion Pharmaceuticals LLC (“Persion”) 1 owns U.S.
    Patent Nos. 9,265,760 (“the ’760 patent”) and 9,339,499
    (“the ’499 patent”), both entitled “Treating Pain in Patients
    with Hepatic Impairment.” Both patents share a common
    written description 2 and priority date and are directed to
    methods of treating pain in patients with mild or moderate
    hepatic impairment using extended-release hydrocodone-
    only formulations. Hepatic impairment is compromised
    liver functionality.
    1   Pernix Ireland Pain DAC and Pernix Therapeutics,
    LLC (collectively, “Pernix”) were the named plaintiffs be-
    fore the district court and the original appellants in this
    case. During the pendency of this appeal, Persion acquired
    the patents at issue from Pernix, and we granted leave for
    Persion to be substituted as a party. See Order, Persion
    Pharm. LLC v. Alvogen Malta Operations LTD, No. 2018-
    2361 (Fed. Cir. May 23, 2019), ECF No. 63. For conven-
    ience, we refer to Persion as the plaintiff and appellant in
    this opinion.
    2   For convenience, this opinion cites to the written
    description of the ’760 patent.
    PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA               3
    OPERATIONS LTD.
    Hydrocodone is an opioid that is widely used to treat
    pain and has been FDA approved since 1943. It is mar-
    keted in both extended-release and immediate-release for-
    mulations and is often combined with other active
    ingredients. Like many opioids, hydrocodone is primarily
    metabolized in the human liver. If liver function is im-
    paired, metabolism of opioids is slowed. Thus, the same
    dose of hydrocodone may pose a higher risk of overdose in
    a patient with hepatic impairment than in a healthy pa-
    tient due to potential build-up of the drug in the patient’s
    bloodstream.
    The ’760 and ’499 patents cover the formulation for Zo-
    hydro ER, Persion’s extended-release hydrocodone-only
    drug product. When Zohydro ER’s prior owner sought ap-
    proval to market the drug from the U.S. Food and Drug
    Administration (“FDA”), the FDA required the owner to
    conduct a clinical study to determine the potential effect of
    the drug on patients with hepatic impairment. The study
    showed that use of Zohydro ER did not result in substan-
    tially higher concentrations of hydrocodone in the blood-
    stream of subjects with mild and moderate hepatic
    impairment than in subjects without hepatic impairment.
    Following this study, the researchers filed patent ap-
    plications directed to their discovery, which later issued as
    the ’760 and ’499 patents. Example 8 of the patents de-
    scribes the Zohydro ER clinical study and its results. 
    Id. col. 22
    l. 52–col. 23 l. 48. However, the patent claims are
    not limited to the use of the Zohydro ER formulation but
    instead cover methods of using any extended-release for-
    mulation with “hydrocodone bitartrate as the only active
    ingredient” to treat pain in patients with mild or moderate
    4            PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA
    OPERATIONS LTD.
    hepatic impairment. 3 ’760 patent col. 24 ll. 1–5, col. 25
    ll. 13–17, ’499 patent col. 24 ll. 1–5, col. 26 ll. 9–13.
    The relevant claims of the ’760 and ’499 patents can
    generally be grouped into two sets: the “non-adjustment”
    claims and the “pharmacokinetic” claims. The non-adjust-
    ment claims are directed to administering a starting dose
    of hydrocodone to a patient having mild or moderate he-
    patic impairment without adjusting the dose relative to a
    patient with a healthy liver. Independent claim 1 of the
    ’760 patent is representative of the non-adjustment claims,
    and recites:
    1. A method of treating pain in a patient having
    mild or moderate hepatic impairment, the method
    comprising:
    administering to the patient having mild or
    moderate hepatic impairment a starting
    dose of an oral dosage unit having hydroco-
    done bitartrate as the only active ingredi-
    ent, wherein the dosage unit comprises an
    extended release formulation of hydroco-
    done bitartrate, and wherein the starting
    dose is not adjusted relative to a patient
    without hepatic impairment.
    ’760 patent col. 23 l. 66–col. 24 l. 7.
    The pharmacokinetic claims recite pharmacokinetic
    parameters either as absolute values or in relation to val-
    ues in a healthy patient. Independent claim 12 of the ’760
    3   Hydrocodone bitartrate is a salt of hydrocodone
    used to deliver hydrocodone to the human body. Pernix Ire-
    land Pain DAC v. Alvogen Malta Operations Ltd., 
    323 F. Supp. 3d 566
    , 575 (D. Del. 2018) (citing ’760 patent col. 13
    ll. 13–15).
    PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA           5
    OPERATIONS LTD.
    patent is representative of the pharmacokinetic claims,
    and recites:
    12. A method of treating pain in a patient having
    mild or moderate hepatic impairment, the method
    comprising:
    administering to the patient having mild or
    moderate hepatic impairment an oral dos-
    age unit having hydrocodone bitartrate as
    the only active ingredient, wherein the dos-
    age unit comprises an extended release for-
    mulation of hydrocodone bitartrate,
    wherein the dosage unit provides a release
    profile of hydrocodone that:
    (1) does not increase average hy-
    drocodone AUC0–inf in subjects suf-
    fering     from    mild    hepatic
    impairment relative to subjects not
    suffering from renal or hepatic im-
    pairment in an amount of more
    than 14%;
    (2) does not increase average hy-
    drocodone AUC0–inf in subjects suf-
    fering from moderate hepatic
    impairment relative to subjects not
    suffering from renal or hepatic im-
    pairment in an amount of more
    than 30%;
    (3) does not increase average hy-
    drocodone Cmax in subjects suffer-
    ing from mild hepatic impairment
    relative to subjects not suffering
    from renal or hepatic impairment
    in an amount of more than 9%; and
    6           PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA
    OPERATIONS LTD.
    (4) does not increase average hy-
    drocodone Cmax in subjects suffer-
    ing    from    moderate    hepatic
    impairment relative to subjects not
    suffering from renal or hepatic im-
    pairment in an amount of more
    than 14%.
    ’760 patent col. 25 ll. 11–35.
    II. Prior Art
    A. Devane
    U.S. Patent Publication No. 2006/0240105 (“Devane”)
    is entitled “Multiparticulate Modified Release Composi-
    tion” and was published on October 26, 2006. Devane is
    directed to a controlled-release composition that provides
    both immediate and extended release of one or more active
    ingredients. J.A. 3616 (Devane, ¶¶ 26–27). Devane
    teaches that one active ingredient that can be used with
    these compositions is hydrocodone. J.A. 3615 (Devane,
    ¶ 17); J.A. 3620 (Devane, ¶ 70). As an example, Devane
    discloses the Zohydro ER formulation and describes an in
    vivo study in which the formulation is used to treat pain.
    J.A. 3625–26 (Devane, ¶¶ 103–06); J.A. 6, 490; Appellee’s
    Br. 4.
    B. Jain
    U.S. Patent Publication No. 2010/0010030 (“Jain”) is
    entitled “Extended Release Hydrocodone Acetaminophen
    and Related Methods and Uses Thereof” and was published
    on January 14, 2010. Jain is directed to methods of treat-
    ing pain using an extended-release formulation containing
    about 15 milligrams of hydrocodone and about 500 milli-
    grams of acetaminophen. J.A. 3631 (Jain, Abstract). This
    formulation is known as Vicodin CR. J.A. 3647 (Jain, ¶ 34).
    Jain describes several clinical studies involving Vicodin
    CR, including a study conducted to determine the effects of
    hepatic insufficiency on the pharmacokinetics of Vicodin
    PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA                7
    OPERATIONS LTD.
    CR. J.A. 3649 (Jain, ¶ 64). The results of the study demon-
    strated that pharmacokinetic parameters for hydrocodone
    “were similar in normal subjects and subjects with mild
    and moderate hepatic impairment.” 
    Id. The results
    fur-
    ther demonstrated that the pharmacokinetic parameters
    for acetaminophen “were similar in normal subjects and
    subjects with mild hepatic impairment, and 34 to 42%
    higher in subjects with moderate hepatic impairment.” 
    Id. C. Vicodin
    and Lortab Labels
    Vicodin and Lortab are both immediate-release formu-
    lations of hydrocodone and acetaminophen that are used to
    treat pain. J.A. 3121, 3230. The 2011 labels for these prod-
    ucts provide safety information and instructions for use.
    J.A. 3121, 3230–33. Although both labels state that these
    drugs “should be used with caution in . . . those [patients]
    with severe impairment of hepatic . . . function,” neither la-
    bel includes any precautions or dosage restrictions for pa-
    tients with mild or moderate hepatic impairment. J.A.
    3121, 3231.
    III. District Court Proceedings
    On March 4, 2016, Persion sued Alvogen Malta Opera-
    tions Ltd. (“Alvogen”) for infringement of claims 1–4, 11–
    12, 17, and 19 of the ’760 patent. After the ’499 patent is-
    sued, Persion filed an amended complaint additionally as-
    serting infringement of claim 1 of that patent. Persion
    alleged that Alvogen infringed these claims by filing an Ab-
    breviated New Drug Application (“ANDA”) seeking to mar-
    ket a generic version of Zohydro ER. 4
    4   Alvogen filed its ANDA with the FDA prior to the
    issuance of the ’760 and ’499 patents. Other patents at is-
    sue in this case, however, were listed in FDA’s “Approved
    Drug Products with Therapeutic Equivalence Evaluations”
    8           PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA
    OPERATIONS LTD.
    After a bench trial, the district court concluded that Al-
    vogen would indirectly infringe the asserted claims be-
    cause its product label would induce doctors and patients
    to administer Alvogen’s product in an infringing manner.
    Pernix Ireland Pain DAC v. Alvogen Malta Operations Ltd.,
    
    323 F. Supp. 3d 566
    , 579 (D. Del. 2018). The district court
    also concluded that the asserted claims are not invalid as
    anticipated by Devane. 
    Id. at 594.
    These rulings are not
    at issue on appeal.
    The district court next determined that the asserted
    claims are invalid as obvious over Devane in view of Jain,
    the state of the prior art at the time of invention, and the
    Vicodin and Lortab labels. 
    Id. at 595–96,
    610. Specifically,
    the district court found that in light of the teachings of Jain
    and the Vicodin and Lortab labels, a person of ordinary
    skill in the art would have been motivated to administer
    the extended-release hydrocodone bitartrate formulation
    disclosed in Devane to patients with mild or moderate he-
    patic impairment at an unadjusted dose and would have
    had a reasonable expectation of success in so doing. 
    Id. at 609–10,
    615. The district court further found that the
    pharmacokinetic limitations in the pharmacokinetic claims
    are “inherent in any obviousness combination that contains
    the Devane formulation” because the recited pharmacoki-
    netic parameters were “necessarily present” in the Zohydro
    ER formulation described in both Devane and the asserted
    patents. 
    Id. at 607.
    Finally, the district court found that
    the objective factors of unexpected results, long-felt but un-
    met need, and failure of others did not weigh in favor of
    finding nonobviousness.
    In addition, the district court determined that the as-
    serted claims of the ’760 and ’499 patents are invalid under
    35 U.S.C. § 112(a) for lack of adequate written description
    publication, otherwise known as the “Orange Book,” for Zo-
    hydro ER at the time Alvogen filed its ANDA.
    PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA                  9
    OPERATIONS LTD.
    support. 
    Id. at 624–25.
    The district court found that the
    written description discloses only the formulation de-
    scribed in Example 8, which is the same as both the Zohy-
    dro ER and the Devane formulations. 
    Id. at 575,
    619. The
    district court explained that, by contrast, the claims of the
    ’760 and ’499 patents “are broadly cast in generic form,”
    and “are not limited to that single disclosed formulation.”
    
    Id. at 618–19.
    The district court concluded that because
    “[t]he pharmacokinetic data and dissolution profile for the
    Devane formulation provide no guidance as to whether
    other formulations would satisfy the functional limitations
    of the claims,” the asserted claims of the ’760 and ’499 pa-
    tents were not supported by the written description as re-
    quired by § 112(a). 
    Id. at 623,
    625.
    Persion timely appeals. We have jurisdiction under 28
    U.S.C. § 1295(a)(1).
    DISCUSSION
    Obviousness is a question of law with underlying fac-
    tual findings relating to the scope and content of the prior
    art; differences between the prior art and the claims at is-
    sue; the level of ordinary skill in the pertinent art; the pres-
    ence or absence of a motivation to combine or modify with
    a reasonable expectation of success; and any objective indi-
    cia of non-obviousness. Acorda Therapeutics, Inc. v. Rox-
    ane Labs., Inc., 
    903 F.3d 1310
    , 1328 (Fed. Cir. 2018) (citing
    KSR Int’l Co. v. Teleflex Inc., 
    550 U.S. 398
    , 406 (2007)); Ari-
    osa Diagnostics v. Verinata Health, Inc., 
    805 F.3d 1359
    ,
    1364 (Fed. Cir. 2015). “The inherent teaching of a prior art
    reference is a question of fact.” PAR Pharm., Inc. v. TWI
    Pharm., Inc., 
    773 F.3d 1186
    , 1194 (Fed. Cir. 2014) (quoting
    In re Napier, 
    55 F.3d 610
    , 613 (Fed. Cir. 1995)) (internal
    quotation marks omitted).
    In an appeal from a bench trial, we review the district
    court’s factual findings for clear error and the district
    court’s legal conclusion on obviousness de novo. Novo
    Nordisk A/S v. Caraco Pharm. Labs., Ltd., 
    719 F.3d 1346
    ,
    10          PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA
    OPERATIONS LTD.
    1354 (Fed. Cir. 2013). Under the clearly erroneous stand-
    ard of review, we defer to the district court’s factual find-
    ings unless, considering the totality of the evidence, we are
    “left with the definite and firm conviction that a mistake
    has been committed.” Zenith Radio Corp. v. Hazeltine Re-
    search, Inc., 
    395 U.S. 100
    , 123 (1969) (quoting United
    States v. U.S. Gypsum Co., 
    333 U.S. 364
    , 395 (1948)).
    Persion raises four primary challenges to the district
    court’s obviousness conclusion. First, Persion contends
    that the district court improperly relied on inherency to
    conclude that Devane discloses the pharmacokinetic limi-
    tations of the asserted claims. Second, Persion argues that
    the district court improperly relied on pharmacokinetic
    profiles from drugs other than extended-release single-ac-
    tive-ingredient hydrocodone formulations and from pa-
    tients other than those with hepatic impairment in
    reaching its obviousness conclusion. 5 Third, Persion con-
    tends that the district court erred by finding the asserted
    claims obvious before considering the objective indicia fac-
    tors. Fourth, Persion argues that the district court’s fac-
    tual findings concerning obviousness are inconsistent with
    its findings concerning the lack of written description sup-
    port. We address each argument in turn.
    A. Inherency
    “[I]nherency may supply a missing claim limitation in
    an obviousness analysis.” 
    PAR, 773 F.3d at 1194
    –95; see
    also Endo Pharm. Sols., Inc. v. Custopharm Inc., 
    894 F.3d 1374
    , 1381 (Fed. Cir. 2018) (“An inherent characteristic of
    a formulation can be part of the prior art in an obviousness
    5  Persion characterizes several of its arguments as
    challenging the district court’s legal errors. See, e.g., Ap-
    pellant’s Br. 24, 26, 29. It is clear, however, that Persion’s
    arguments are directed to the district court’s factual find-
    ings, which we review for clear error.
    PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA                 11
    OPERATIONS LTD.
    analysis even if the inherent characteristic was unrecog-
    nized or unappreciated by a skilled artisan.”). It is long
    settled that in the context of obviousness, the “mere recita-
    tion of a newly discovered function or property, inherently
    possessed by things in the prior art, does not distinguish a
    claim drawn to those things from the prior art.” In re Oel-
    rich, 
    666 F.2d 578
    , 581 (C.C.P.A. 1981). The Supreme
    Court explained long ago that “[i]t is not invention to per-
    ceive that the product which others had discovered had
    qualities they failed to detect.” Gen. Elec. Co. v. Jewel In-
    candescent Lamp Co., 
    326 U.S. 242
    , 249 (1945).
    We too have previously explained that “an obvious for-
    mulation cannot become nonobvious simply by administer-
    ing it to a patient and claiming the resulting serum
    concentrations,” because “[t]o hold otherwise would allow
    any formulation—no matter how obvious—to become pa-
    tentable merely by testing and claiming an inherent prop-
    erty.” Santarus, Inc. v. Par Pharm., Inc., 
    694 F.3d 1344
    ,
    1354 (Fed. Cir. 2012). In In re Kao, we found that the
    claimed controlled-release oxymorphone formulation was
    obvious because an inherent pharmacokinetic property of
    oxymorphone that was present in controlled-release oxy-
    morphone “add[ed] nothing of patentable consequence.”
    
    639 F.3d 1057
    , 1070 (Fed. Cir. 2011). In In re Kubin, we
    found an inherent property obvious, explaining that “[e]ven
    if no prior art of record explicitly discusses the [limitation],
    the . . . application itself instructs that [the limitation] is
    not an additional requirement imposed by the claims on
    the [claimed protein], but rather a property necessarily
    present in [the claimed protein].” 
    561 F.3d 1351
    , 1357
    (Fed. Cir. 2009). Our predecessor court similarly concluded
    that it “is not the law” that “a structure suggested by the
    prior art, and, hence, potentially in the possession of the
    public, is patentable . . . because it also possesses an
    [i]nherent, but hitherto unknown, function which [the pa-
    tentees] claim to have discovered.” In re Wiseman, 
    596 F.2d 1019
    , 1023 (C.C.P.A. 1979).
    12           PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA
    OPERATIONS LTD.
    Inherency, however, is a “high standard,” that is “care-
    fully circumscribed in the context of obviousness.” 
    PAR, 773 F.3d at 1195
    . Inherency “may not be established by
    probabilities or possibilities,” and “[t]he mere fact that a
    certain thing may result from a given set of circumstances
    is not sufficient.” 
    Oelrich, 666 F.2d at 581
    (emphasis
    added) (quoting Hansgirg v. Kemmer, 
    102 F.2d 212
    , 214
    (C.C.P.A. 1939); see also In re Rijckaert, 
    9 F.3d 1531
    , 1533–
    34 (Fed. Cir. 1993). Rather, inherency renders a claimed
    limitation obvious only if the limitation is “necessarily pre-
    sent,” or is “the natural result of the combination of ele-
    ments explicitly disclosed by the prior art.” 
    PAR, 773 F.3d at 1195
    –96; see also Alcon Research, Ltd. v. Apotex Inc., 
    687 F.3d 1362
    , 1369 (Fed. Cir. 2012) (relying on inherency
    where the claims recited “a property that is necessarily pre-
    sent” in the prior art). “If . . . the disclosure is sufficient to
    show that the natural result flowing from the operation as
    taught would result in the performance of the questioned
    function, it seems to be well settled that the disclosure
    should be regarded as sufficient” to render the function in-
    herent. 
    Oelrich, 666 F.2d at 581
    (quoting Hansgirg v. Kem-
    mer, 
    102 F.2d 212
    , 214 (C.C.P.A. 1939)).
    On appeal, Persion contends that the district court
    erred in applying the inherency doctrine in its obviousness
    analysis because Devane does not teach administering its
    hydrocodone-only formulation to patients with mild or
    moderate hepatic impairment. Thus, Persion asserts, “‘the
    natural result flowing from the operation as taught’ in
    Devane cannot be the claimed [pharmacokinetic] values for
    [hepatically impaired] patients.” Appellant’s Br. 37 (quot-
    ing 
    Oelrich, 666 F.2d at 581
    ); Reply Br. 19.
    To the extent Persion contends that inherency can only
    satisfy a claim limitation when all other limitations are
    taught in a single reference, that position is contrary to our
    prior recognition that “inherency may supply a missing
    claim limitation in an obviousness analysis” where the lim-
    itation at issue is “the natural result of the combination of
    PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA                13
    OPERATIONS LTD.
    prior art elements.” 
    PAR, 773 F.3d at 1194
    -95 (emphasis
    added, internal quotations omitted). Here, the district
    court specifically found that Devane, together with Jain,
    the state of the prior art at the time of invention, and the
    Vicodin and Lortab labels, taught the combination of ele-
    ments that inherently result in the claimed pharmacoki-
    netic parameters. The district court found that a person of
    ordinary skill in the art would have been motivated, with
    reasonable expectation of success, to administer an unad-
    justed dose of the Devane formulation to hepatically im-
    paired patients. There was also no dispute that the Devane
    formulation, which was identical to the Zohydro ER formu-
    lation described in the patents in suit, necessarily exhib-
    ited the claimed parameters under these conditions.
    
    Pernix, 323 F. Supp. 3d at 607
    , 610. In this context, the
    district court did not err by finding that the pharmacoki-
    netic limitations of the asserted claims were inherent and
    added no patentable weight to the pharmacokinetic claims.
    B. Evidence of Obviousness
    Persion also argues that the district court clearly erred
    in its obviousness findings by relying on pharmacokinetic
    data from formulations and patient groups not covered by
    the asserted claims. Persion asserts that pharmacokinetic
    data for drug products with more than one active ingredi-
    ent, for immediate-release hydrocodone products, or for hy-
    drocodone-only products administered to unimpaired
    patients is irrelevant to the obviousness inquiry in this
    case because that data would not allow a person of ordinary
    skill in the art to predict the correct dose of its claimed hy-
    drocodone-only extended-release formulation for hepati-
    cally impaired patients. Appellant’s Br. 24–28, 30–36. On
    this basis, Persion argues that Jain would not have pro-
    vided a person of ordinary skill in the art “with any reason-
    able expectation that a hydrocodone-only dosage form
    could be dosed the same way in patients with and without
    [hepatic impairment].” Appellant’s Br. 35; Reply Br. 7–14.
    Also on this basis, Persion contends that Devane’s
    14          PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA
    OPERATIONS LTD.
    pharmacokinetic data is “irrelevant to Jain’s formulation”
    because “none of the data in Devane is for [hepatically im-
    paired] patients.” Appellant’s Br. 31; Reply Br. 16. We do
    not find these arguments persuasive because we find no
    clear error in the district court’s analysis.
    The district court provided several reasons for its con-
    clusion that a person of ordinary skill in the art would have
    considered other types of drug products in developing a hy-
    drocodone-only extended-release formulation. 
    Pernix, 323 F. Supp. 3d at 608
    –09. In particular, the district court
    found that in light of acetaminophen’s hepatotoxicity, a
    person of skill in the art would have expected that an acet-
    aminophen-free hydrocodone formulation, such as the one
    disclosed in Devane, would have been even safer for pa-
    tients with hepatic impairment than the combination for-
    mulations disclosed in Jain and other references. 
    Id. at 608.
    While Persion asserts that Jain “extols the ‘signifi-
    cantly greater benefits’ of acetaminophen-containing com-
    bination products,” and thus undermines the district
    court’s finding of a motivation to remove acetaminophen
    from Jain’s formulation, Appellant’s Br. 30, Jain only dis-
    cusses these benefits in comparison to a placebo used in its
    clinical study, not to hydrocodone alone, J.A. 3652, ¶ 89
    (emphasis added). Thus, nothing in the text of Jain leads
    us to conclude that the district court clearly erred in com-
    bining the teachings of Jain with the Devane formulation.
    Persion also asserts that the district court improperly
    relied on the FDA’s acceptance of safety data for Vi-
    coprofen, an immediate-release combination hydrocodone
    and ibuprofen drug, as part of the New Drug Application
    (“NDA”) for Zohydro ER. Appellant’s Br. 24–25. The dis-
    trict court found that the FDA’s willingness to accept such
    data supports the view that a combination product contain-
    ing hydrocodone would have been relevant to a person of
    ordinary skill evaluating the appropriate administration of
    the Devane formulation. 
    Pernix, 323 F. Supp. 3d at 608
    –
    09. Persion argues this finding was clearly erroneous
    PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA                 15
    OPERATIONS LTD.
    because the FDA did not find the Vicoprofen data sufficient
    to establish the proper dosing of Zohydro ER for hepatically
    impaired patients and had previously refused to rely on
    such “combination products” data in evaluating another
    hydrocodone-only product. Appellant’s Br. 25. However,
    as the district court explained, “[t]he standard to find a mo-
    tivation to combine is far below what is sufficient to prove
    safety and efficacy to the FDA,” and therefore, “[t]he fact
    that the FDA found the comparison [between Vicoprofen
    and Zohydro ER] insufficient to satisfy its safety and effi-
    cacy standards does not speak to the issue of obviousness.”
    
    Pernix, 323 F. Supp. 3d at 611
    . We find no clear error in
    the district court’s conclusion that the FDA’s approval re-
    quirements do not undermine the force of the evidence as
    to obviousness. 
    Id. In light
    of the record as a whole, we
    find no clear error in the district court’s findings on the rel-
    evance of combination product data to a person of ordinary
    skill considering the administration of a hydrocodone-only
    product.
    Persion also challenges the district court’s reliance on
    Jain’s description of the pharmacokinetic parameters of hy-
    drocodone in healthy subjects and in subjects with mild or
    moderate hepatic impairment as “similar.” Persion argues
    that Jain does not define “similar” and the district court
    erred by “presuming” that “similar” meant “less than 34 to
    42%” because a presumption is not evidence. Appellant’s
    Br. 32–34. Jain, however, expressly distinguishes “similar”
    pharmacokinetic results from those that are “34 to 42%
    higher.” J.A. 3649; see also 
    Pernix, 323 F. Supp. 3d at 613
    .
    Thus, the district court did not merely presume to know
    what Jain meant by “similar,” contrary to Persion’s argu-
    ment. We find no clear error in the district court’s inter-
    pretation of Jain or in its conclusion that because Jain
    discloses “similar” pharmacokinetic values for both hepat-
    ically impaired and unimpaired patients, a person of ordi-
    nary skill in the art would understand that no dose
    16          PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA
    OPERATIONS LTD.
    adjustment would be necessary in administering hydroco-
    done to hepatically impaired patients.
    Persion next challenges the district court’s reliance on
    Devane’s study of healthy patients in finding that the pres-
    ence of acetaminophen had no appreciable effect on the
    pharmacokinetic profile for hydrocodone. See 
    Pernix, 323 F. Supp. 3d at 610
    . The district court credited the testi-
    mony of Alvogen’s expert that the relevant pharmacoki-
    netic parameter values disclosed in Devane’s study for a
    hydrocodone-only product and a hydrocodone-acetamino-
    phen product are “virtually identical values.” 
    Id. Relying on
    Devane’s study, the district court found that a person of
    ordinary skill in the art would have appreciated that hy-
    drocodone and acetaminophen are metabolized differently,
    and accordingly, would not have been deterred from relying
    on combination products containing acetaminophen for
    guidance about the dosing of the Devane formulation. 
    Id. Persion asserts
    that pharmacokinetic data for hepatically
    unimpaired patients is irrelevant to motivation or expecta-
    tion of success for administration of a drug to patients with
    hepatic impairment. Appellant’s Br. 31. We disagree. Per-
    sion provides no support for its assertion, and we find no
    clear error in the district court’s crediting of expert testi-
    mony that relied on the Devane data in discussing how a
    person of ordinary skill in the art would have understood
    the effect of acetaminophen on the metabolism of hydroco-
    done in a combination product. See 
    Pernix, 323 F. Supp. 3d at 609
    (citing J.A. 552, Trial Tr. 257:1–8); see also J.A.
    551:21-25.
    Persion also contends that the district court erred by
    taking judicial notice of the FDA’s recommendation to
    “limit the strength of acetaminophen in prescription drug
    products.” Specifically, Persion asserts that Alvogen had
    expressly dropped an obviousness combination that in-
    cluded the FDA’s statement and thus Persion was deprived
    of an adequate opportunity to respond to the statement
    during trial. Appellant’s Br. 29 (citing Pernix, 323 F. Supp.
    PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA              17
    OPERATIONS LTD.
    3d at 609). However, the district court relied on the FDA’s
    statements not as part of a prior art combination, but only
    in rebutting Pernix’s assertion that there was no motiva-
    tion to combine the teachings of Devane with the hydroco-
    done-acetaminophen formulations described in Jain and
    the Vicodin and Lortab labels. In rejecting Persion’s argu-
    ment, the district court relied on three additional bases for
    finding a motivation to combine that were independently
    supported by other evidence presented at trial. 
    Pernix, 323 F. Supp. 3d at 609
    –10. Thus, regardless of whether the
    district court’s consideration of the FDA’s statement was
    proper, we find no clear error in the court’s finding that
    there was a motivation to combine in light of the evidence
    as a whole.
    In sum, after reviewing the entire evidentiary record,
    we are not left with any conviction that the district court
    has made a mistake. See 
    Zenith, 395 U.S. at 123
    . We
    therefore reject Persion’s challenge to the district court’s
    factual findings, which are not clearly erroneous.
    C. Objective Indicia
    Persion argues that the district court erred by finding
    the asserted claims obvious before considering the asserted
    objective indicia of nonobviousness, which Persion con-
    tends clouded the district court’s analysis of the objective
    indicia. Appellant’s Br. 38–43. Relying on In re Cycloben-
    zaprine Hydrochloride Extended-Release Capsule Patent
    Litigation, Persion argues that the district court’s finding
    of obviousness was premature. 
    676 F.3d 1063
    , 1075 (Fed.
    Cir. 2012). We disagree. Unlike the trial court in Cyclo-
    benzaprine, the district court here considered Persion’s ev-
    idence of objective indicia together with the other evidence
    presented at trial on the issue of obviousness. See, e.g.,
    
    Pernix, 323 F. Supp. 3d at 615
    –16 (considering whether
    Persion’s objective indicia arguments were “supported by
    other evidence adduced at trial”); 
    id. at 616–17
    (consider-
    ing the inventors’ testimony directed to the unexpected
    18          PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA
    OPERATIONS LTD.
    results factor in the context of “all the evidence at trial”).
    While the district court’s discussion of objective indicia fol-
    lows its discussion of the asserted prior art, the substance
    of the court’s analysis makes clear that it properly consid-
    ered the totality of the obviousness evidence in reaching its
    conclusion and did not treat the objective indicia as a mere
    “afterthought” relegated to “rebut[ting]” a prima facie case.
    Leo Pharm. Prods., Ltd. v. Rea, 
    726 F.3d 1346
    , 1357–58
    (Fed. Cir. 2013); 
    Cyclobenzaprine, 676 F.3d at 1075
    .
    The remainder of Persion’s arguments amount to chal-
    lenges against the district court’s weighing of the objective
    indicia. For example, Persion argues that in addressing
    the failure of others, the district court did not give any
    weight to evidence of Cephalon, Inc.’s failure to develop its
    Vantrela drug in a manner that would not require a dose
    adjustment for hepatically impaired patients. Appellant’s
    Br. 39–40. The district court, however, expressly consid-
    ered this evidence and determined that it did not warrant
    a finding of nonobviousness. The district court found that
    Cephalon, Inc.’s failure was not persuasive in light of evi-
    dence demonstrating that others had succeeded in making
    a hydrocodone drug that did not require a dose adjustment.
    
    Pernix, 323 F. Supp. 3d at 617
    . In addition, the district
    court heard trial testimony that the FDA would not have
    required a dose adjustment for administering Vantrela to
    patients with hepatic impairment. See J.A. 596–97 (Trial
    Tr. 301:21–302:4). Persion additionally argues that the
    district court improperly dismissed the testimony of the in-
    ventors regarding unexpected results. Appellant’s Br. 40–
    42. However, the district court considered this testimony,
    and we see no clear error in the court’s discounting of the
    evidence in light of the inventors’ failure to account for the
    teachings in Jain. 
    Pernix, 323 F. Supp. 3d at 616
    –17.
    Overall, we find no clear error with the district court’s as-
    sessment of the objective indicia evidence.
    PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA               19
    OPERATIONS LTD.
    D. Internal Inconsistency
    Lastly, Persion argues that the district court’s obvious-
    ness decision must be reversed because its obviousness
    findings are at odds with its findings concerning the writ-
    ten description issue. Persion states that, for example, in
    finding a lack of written description support for the as-
    serted claims, the district court “found [that] ‘nothing in
    the state of the art as of July 2012 . . . would have provided
    guidance as to which [ER hydrocodone-only] formulations
    would [achieve the claimed PK profile] and which would
    not[.]’” Appellant’s Br. 22 (quoting 
    Pernix, 323 F. Supp. 3d at 627
    ) (emphasis omitted). Persion asserts this statement
    contradicts the district court’s finding that a person of or-
    dinary skill in the art “would ‘look to Jain and to the Vi-
    codin and Lortab labels for [] guidance as to the
    appropriate dosing levels of Devane’s formulation for pa-
    tients with mild or moderate [hepatic impairment].’” 
    Id. (quoting Pernix,
    323 F. Supp. 3d 
    at 612) (emphasis omit-
    ted). We reject this argument as we see no inconsistency
    in the district court’s findings.
    Persion’s entire argument with respect to this issue is
    based on incomplete quotations from the district court’s
    opinion. For example, a complete reading of the district
    court’s statement above belies Persion’s assertion that the
    district court’s findings are inconsistent. The district court
    stated that “there was nothing in the state of the art as of
    July 2012 that would have provided guidance as to which
    of the broadly claimed formulations would work and which
    would not, with the exception of the single embodiment de-
    scribed in Example 8.” 
    Pernix, 323 F. Supp. 3d at 627
    (em-
    phasis added). The embodiment described in Example 8 of
    the common written description of the ’760 and ’499 pa-
    tents is the Devane formulation, which formed the basis for
    the district court’s obviousness findings. 
    Id. at 575,
    619.
    In contrast to the “essentially limitless number of formula-
    tion species” covered by the claims of the ’760 and ’499 pa-
    tents, the district court found that the prior art provided
    20          PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA
    OPERATIONS LTD.
    adequate guidance with respect to the sole formulation de-
    scribed in Example 8: the Devane formulation. 
    Id. at 618–
    19, 622–23. Thus, there is no inconsistency between the
    statement Persion quotes and the district court’s conclu-
    sion that a person of ordinary skill in the art would have
    been motivated to combine Devane with Jain and the Vi-
    codin and Lortab labels to arrive at the claimed invention.
    For the same reason, we reject Persion’s argument that
    the district court’s findings with respect to reasonable ex-
    pectation of success are inconsistent with its findings con-
    cerning the lack of written description. Persion asserts
    that the district court “found that there was no ‘way of pre-
    dicting which formulations would work and which would
    not[,]’ stating that ‘testing results would be fundamental to
    determining which formulations would satisfy the asserted
    claims[.]’” Appellant’s Br. 20 (quoting Pernix, 
    323 F. Supp. 3d
    at 624, 628). According to Persion, this necessity for ex-
    perimentation contradicts the district court’s finding that
    a person of ordinary skill would have had a reasonable ex-
    pectation of success in combining Devane with Jain and the
    Vicodin and Lortab labels. 
    Id. at 20–21.
    Once again, how-
    ever, Persion omits critical context from its quote that
    demonstrates the district court was addressing formula-
    tions other than the one described in Example 8. See
    Pernix, 
    323 F. Supp. 3d
    at 623 (declining to credit expert
    testimony that “the specification would provide guidance to
    a person of skill in the art regarding how to make a formu-
    lation that would satisfy the limitations of the asserted
    claims, except for the Devane formulation set forth in Ex-
    ample 8 or compositions closely similar to that one”) (em-
    phasis added). In context, there is no inconsistency
    between the district court’s findings underlying its obvious-
    ness and lack of written description determinations, and
    we will not reverse the district court on this basis.
    PERSION PHARMACEUTICALS LLC v. ALVOGEN MALTA               21
    OPERATIONS LTD.
    CONCLUSION
    We have considered Persion’s remaining arguments
    and find them unpersuasive. We conclude that the district
    court correctly applied inherency to find that the claimed
    pharmacokinetic limitations of the asserted claims added
    no patentable weight over the combination of Devane and
    other prior art references. We further conclude that the
    district court’s factual findings concerning obviousness are
    not clearly erroneous. We therefore affirm the district
    court’s decision that the asserted claims of the ’760 and ’499
    patents are invalid as obvious under 35 U.S.C. § 103. We
    do not reach the district court’s decision concerning the
    lack of written description support.
    AFFIRMED
    COSTS
    Each party will bear its own costs.