Anacor Pharmaceuticals, Inc. v. Iancu , 889 F.3d 1372 ( 2018 )


Menu:
  •   United States Court of Appeals
    for the Federal Circuit
    ______________________
    ANACOR PHARMACEUTICALS, INC.,
    Appellant
    v.
    ANDREI IANCU, UNDER SECRETARY OF
    COMMERCE FOR INTELLECTUAL PROPERTY
    AND DIRECTOR OF THE UNITED STATES
    PATENT AND TRADEMARK OFFICE,
    Intervenor
    ______________________
    2017-1947
    ______________________
    Appeal from the United States Patent and Trademark
    Office, Patent Trial and Appeal Board in No. IPR2015-
    01776.
    ______________________
    Decided: May 14, 2018
    ______________________
    MICHAEL N. KENNEDY, Covington & Burling LLP,
    Washington, DC, argued for appellant. Also represented
    by EVAN SMITH KRYGOWSKI, ANDREA GAY REISTER.
    SARAH E. CRAVEN, Office of the Solicitor, United
    States Patent and Trademark Office, Alexandria, VA,
    argued for intervenor. Also represented by NATHAN K.
    KELLEY, THOMAS W. KRAUSE, LORE A. UNT.
    2                   ANACOR PHARMACEUTICALS, INC.   v. IANCU
    JAMES CARMICHAEL, Carmichael IP, PLLC, Tysons,
    VA, for amicus curiae FlatWing Pharmaceuticals, LLC.
    ______________________
    Before REYNA, BRYSON, and STOLL, Circuit Judges.
    BRYSON, Circuit Judge.
    This is an appeal from a decision of the Patent Trial
    and Appeal Board in an inter partes review proceeding.
    The Board held all of the claims of a patent owned by
    Anacor Pharmaceuticals, Inc., to be unpatentable for
    obviousness. Anacor has appealed with respect to only
    one of the rejected claims. We affirm.
    I
    A
    The patent in suit, U.S. Patent No. 7,582,621 (“the
    ’621 patent”) is entitled “Boron-containing Small Mole-
    cules.” The patent is directed to the use of 1,3-dihydro-5-
    fluoro-1-hydroxy-2, 1-benzoxaborole, also known as
    tavaborole, to treat fungal infections. In particular, the
    patent teaches the use of tavaborole as a topical treat-
    ment for fungal infections that develop under fingernails
    and toenails. When applied topically, tavaborole can
    penetrate the nail plate and treat the underlying fungal
    infection.
    The ’621 patent teaches that tavaborole can be used to
    treat a fungal infection known as onychomycosis, which is
    a disease of the nail that is responsible for approximately
    half of all nail disorders in humans. ’621 patent, col. 28,
    ll. 18–20. Onychomycosis can be caused by a variety of
    yeasts and molds, but it is most frequently caused by
    dermatophytes, a group of fungi that includes the genus
    Trichophyton and the species Trichophyton rubrum (“T.
    rubrum”). 
    Id., col. 28,
    ll. 23–27. Onychomycosis is also
    ANACOR PHARMACEUTICALS, INC.        v. IANCU                     3
    sometimes caused by another fungus, a yeast known as
    Candida albicans (“C. albicans”). 1
    The single claim of the ’621 patent that is at issue in
    this appeal is claim 6, which depends from claims 1 and 4.
    The three related claims recite as follows:
    1. A method of treating an infection in an animal,
    said method comprising administering to the an-
    imal a therapeutically effective amount of 1,3-
    dihydro-5-fluoro-1-hydroxy-2,1-benzoxaborole, or a
    pharmaceutically acceptable salt thereof, suffi-
    cient to treat said infection.
    4. The method of claim 1, wherein said infection
    is onychomycosis.
    6. The method of claim 4, wherein said ony-
    chomycosis is tinea unguium.
    
    Id., col. 67,
    ll. 34–38; 
    id., col. 68,
    ll. 20–21; 
    id., col. 68,
    ll.
    25–26. Tinea unguium is the term for onychomycosis that
    is caused by a dermatophyte. 
    Id., col. 28,
    ll. 24–25.
    B
    In 2015, the Coalition for Affordable Drugs X LLC
    filed a petition requesting inter partes review of all 12
    claims of the ’621 patent. The Board instituted review
    and found that the claims would have been obvious in
    light of the combination of Int’l Pat. Appl. No.
    PCT/GB95/01206 (“Austin”) and U.S. Pat. Appl. No.
    10/077,521 (“Brehove”). Both Austin and Brehove teach
    the use of boron heterocycles as antifungal agents that
    inhibit C. albicans, among other fungi. Boron heterocy-
    1     The evidence before the Board showed that der-
    matophytes are responsible for approximately 90 percent
    of all cases of onychomycosis, while C. albicans is respon-
    sible for approximately five percent of all such cases.
    4                   ANACOR PHARMACEUTICALS, INC.   v. IANCU
    cles are organic compounds that contain both boron and
    carbon in a ring structure. 2
    Austin teaches the use of oxaboroles—boron heterocy-
    cles that include a five-member ring containing three
    carbon atoms, one oxygen atom, and one boron atom—as
    fungicides. Austin discloses tavaborole as one of a small
    group of oxaboroles that were tested for antifungal activi-
    ty and teaches that tavaborole is a highly effective agent
    that inhibits a variety of fungi, including C. albicans.
    Brehove teaches the use of boron heterocycles in a
    topical composition to treat onychomycosis. Specifically,
    two dioxaborinanes—boron heterocycles that include a
    six-member ring containing three carbon atoms, two
    oxygen atoms, and one boron atom—were determined
    through in vitro testing to have powerful potency against
    C. albicans. Brehove also reports the results of five in
    vivo tests, each involving a single individual, in which the
    individual’s onychomycosis was successfully treated by
    the topical application of Brehove’s two dioxaborinanes.
    Brehove does not identify whether each individual’s
    onychomycosis was caused by C. albicans or some other
    microorganism, such as a dermatophyte.
    The petition posited that the combination of Austin
    and Brehove would have rendered all the claims of the
    2   The Board also instituted review on a second
    ground, the combination of Austin with Int’l Pat. Appl.
    No. PCT/US02/23252 (“Freeman”). The Board found that
    all the claims of the ’621 patent were unpatentable for
    obviousness in light of that combination. Because we
    affirm the Board’s conclusion that claim 6 would have
    been obvious in light of the combination of Austin and
    Brehove, we need not address Anacor’s additional argu-
    ments on appeal challenging the Board’s decision on the
    second ground.
    ANACOR PHARMACEUTICALS, INC.   v. IANCU                  5
    ’621 patent obvious. According to the petition, a person of
    ordinary skill would have had a reason to combine Austin
    and Brehove because the compounds in both references
    are boron heterocycles that are effective as fungicides
    and, in particular, in inhibiting C. albicans. The petition
    argued that a skilled artisan would have expected that
    those compounds would share other fungicidal activity,
    such as treating onychomycosis caused by dermatophytes.
    In addressing claim 6, the petition referred to Brehove’s
    in vivo tests, which reported the successful use of Bre-
    hove’s compounds to treat onychomycosis, a condition that
    is most often caused by dermatophytes. In addition, the
    petition pointed out that tavaborole has a lower molecular
    weight than the Brehove compounds, and would therefore
    be expected to be more likely than those compounds to
    penetrate the nail barrier at lower concentrations.
    In its patent owner’s response, Anacor argued that
    the combination of Austin and Brehove would not disclose
    treating onychomycosis caused by a dermatophyte, and
    that a person of ordinary skill would not have combined
    Austin and Brehove because they concern structurally
    different compounds. In addition, Anacor argued that a
    person of ordinary skill would not have had an expecta-
    tion of success in treating a dermatophyte infection with
    tavaborole, because such a person “could not have pre-
    dicted activity against dermatophytes based on activity
    against a yeast such as C. albicans.”
    In support of that argument, Anacor cited an article
    by Dr. Rina Segal (“Segal”). 3 Among other things, Anacor
    noted that the Segal article reported that a compound
    known as terbinafine was very effective against dermato-
    3    Rina Segal et al., Treatment of Candida nail infec-
    tion with terbinafine, 35 J. Am. Acad. Dermatology 958
    (1996).
    6                    ANACOR PHARMACEUTICALS, INC.   v. IANCU
    phytes but had “variable and species-dependent” effec-
    tiveness against different species of the Candida genus.
    The petitioner also relied on Segal, introducing that
    article during the deposition of the petitioner’s expert, Dr.
    Narasimha Murthy. In his deposition, Dr. Murthy ex-
    plained that terbinafine was effective against both derma-
    tophytes and various Candida species.           Dr. Murthy
    testified that the information in the Segal article support-
    ed his opinion that a person of ordinary skill would have
    understood that “most antifungal drugs are found to be
    active against different strains over a broad spectrum of
    organisms.” 4
    As part of its patent owner’s response, Anacor also in-
    cluded declarations from several experts, including Dr.
    Marjella Lane and Dr. Mahmoud A. Ghannoum. Dr. Lane
    addressed whether a person of ordinary skill would have
    expected tavaborole to be suitable for topical application
    to a human nail. In the course of her testimony, Dr. Lane
    cited two installments of a study by Dirk Mertin and
    Bernhard C. Lippold that was published in 1997 in the
    Journal of Pharmacy and Pharmacology. Dr. Lane ar-
    gued that those articles supported her view that a person
    of ordinary skill would not have expected the combination
    of Austin and Brehove to be successful.
    4     Dr. Stephen Kahl, another of the petitioner’s ex-
    perts, testified to the same effect. He stated, “I think a
    [person of ordinary skill] would presume that if a com-
    pound showed significant antifungal activity against any
    of a variety of fungi, would have reasonable reason to look
    at those against a specific fungus and expect some suc-
    cess. . . . [F]ungi are rather simple organisms. And it’s
    not unusual that a compound that . . . has antifungal
    activity in one fungus, might be expected or at least
    evaluated in another fungus.”
    ANACOR PHARMACEUTICALS, INC.   v. IANCU                  7
    During the depositions of Anacor’s experts, the peti-
    tioner introduced the third installment of the study by
    Mertin and Lippold, which was published in 1997 as part
    of the same series of articles (“Mertin”). 5 The petitioner
    used the third Mertin article to challenge Dr. Lane’s
    testimony regarding the relationship between a com-
    pound’s molecular weight and its ability to penetrate the
    nail plate. When questioned about the study, Dr. Lane
    explained that she was aware of the article, but that she
    disagreed with its findings about the inverse relationship
    between permeability and molecular weight.
    The petitioner also used the third Mertin article dur-
    ing Dr. Ghannoum’s deposition. Dr. Ghannoum relied on
    a paper by Kazuhiro Nimura (“Nimura”), which teaches
    that some antifungals, such as ketoconazole, are effective
    against C. albicans but ineffective against dermatophytes
    such as T. rubrum. 6 Based on Nimura, Dr. Ghannoum
    testified that a person of ordinary skill would not have
    predicted activity against dermatophytes based on activi-
    ty against other microorganisms such as C. albicans. In
    challenging Dr. Ghannoum’s testimony on that issue, the
    petitioner directed his attention to a statement from the
    third Mertin article that “[d]ermatophytes are usually
    more sensitive to antimycotics than yeast.” 7
    5     Dirk Mertin & Bernhard C. Lippold, In-vitro Per-
    meability of the Human Nail and of a Keratin Membrane
    from Bovine Hooves: Prediction of the Penetration Rate of
    Antimycotics Through the Nail Plate and Their Efficacy,
    49 J. Pharmacy & Pharmacology 866 (1997).
    6    Kazuhiro Nimura et al., Comparison of In Vitro
    Antifungal Activities of Topical Antimycotics Launched in
    1990s in Japan, 18 Int’l J. Antimicrobial Agents 173
    (2001).
    7    The various Candida species are fungi that are
    classified as yeasts.
    8                   ANACOR PHARMACEUTICALS, INC.   v. IANCU
    In its reply brief to the Board, the petitioner respond-
    ed to Anacor’s argument that a person of ordinary skill
    would not have predicted a compound’s activity against
    dermatophytes based on its activity against C. albicans.
    In the course of that discussion, the petitioner discussed
    Mertin’s conclusion that antimycotics are often more
    effective against dermatophytes than against yeasts. The
    petitioner’s expert, Dr. Murthy, also noted in his reply
    declaration that Segal and Nimura teach that a number
    of antifungal drugs are equally or more effective against
    dermatophytes than against C. albicans.
    C
    In its final written decision, the Board observed that
    Austin teaches that tavaborole is a known fungicide with
    particular potency against C. albicans. The Board also
    found that molecular weight was the most important
    factor in predicting whether a molecule would penetrate
    the nail plate. The Board then pointed out that, of the 16
    tested compounds listed in Tables 8 and 9 of Austin,
    tavaborole was the most effective against various fungi,
    including C. albicans, of any of the seven compounds in
    Table 9 and that it had a lower molecular weight than
    any of the nine compounds in Table 8. Based on the
    evidence before it, the Board found that a person of ordi-
    nary skill in the art would have considered tavaborole as
    a promising candidate for treating onychomycosis.
    The Board found that Brehove taught the treatment
    of onychomycosis with boron heterocycles and, in particu-
    lar, that Brehove’s compounds were effective against C.
    albicans, which Brehove characterized as a common cause
    of onychomycosis. In light of Brehove’s test results, the
    Board concluded that a person of ordinary skill in the art
    would have used Austin’s tavaborole in Brehove’s topical
    treatment of onychomycosis with a reasonable expectation
    of success. The Board acknowledged that “there are
    obviously structural differences between the dioxa-
    ANACOR PHARMACEUTICALS, INC.   v. IANCU                    9
    borinanes of Brehove and the benzoxaboroles of Austin,”
    and it recognized that “small structural differences can
    cause different biological actions and activities.” Coal. for
    Affordable Drugs X LLC v. Anacor Pharm., Inc., No.
    IPR2015-01776, at 21 (P.T.A.B. Feb. 23, 2017) (“Final
    Written Decision”). Nonetheless, the Board was persuad-
    ed by the petitioner’s experts that “the combination of the
    structural similarities and the similar fungicidal activity
    against C. albicans would have led a person of ordinary
    skill in the art to combine Brehove’s method of treating
    onychomycosis using Austin’s tavaborole.” 
    Id. The Board
    explained that “a person of ordinary skill in the art would
    have been less concerned about the possibility of differ-
    ences in biological function given Brehove and Austin’s
    disclosure confirming that [Brehove’s compounds] and
    tavaborole have similar fungicidal activity against C.
    albicans.” 
    Id. at 21–22.
         Addressing claim 6, the Board noted that “neither
    Austin nor Brehove expressly teaches whether the dis-
    closed compounds exhibit any activity against dermato-
    phytes.” 
    Id. at 29.
    Accordingly, the Board identified the
    question posed by claim 6 as whether “a person of ordi-
    nary skill in the art would have expected that tavaborole,
    which shares functional activity with the compounds of
    Brehove” against C. albicans would also share functional
    activity against other fungi responsible for onychomyco-
    sis, i.e., dermatophytes. 
    Id. at 29.
        On that issue, the Board concluded that “the weight of
    the evidence favors Petitioner’s argument.” 
    Id. at 30.
    In
    support of that conclusion, the Board cited evidence that
    included Segal, Nimura, and Mertin. The Board noted
    that Segal shows that terbinafine, an antifungal, is highly
    potent against dermatophytes and also active (albeit less
    so) against C. albicans; that although Nimura discloses
    that ketoconazole has potent antifungal activity against
    C. albicans but poor activity against dermatophytes,
    another antifungal, amorolfine, exhibits potent antifungal
    10                  ANACOR PHARMACEUTICALS, INC.   v. IANCU
    activity against all fungal species tested, including both
    C. albicans and T. rubrum; and that Mertin teaches that
    dermatophytes are usually more sensitive to antimycotics
    than yeasts are.
    In light of all the evidence of record, the Board con-
    cluded that a person of ordinary skill “would have had a
    reasonable expectation that a compound with activity
    against C. albicans would also have activity against
    dermatophytes, particularly given the teaching that
    dermatophytes are usually more sensitive to antimycotics
    than yeast.” 
    Id. at 31.
    The Board therefore held that “the
    combination of Austin and Brehove teaches each limita-
    tion of” the claims and that the claims of the ’621 patent,
    including claim 6, were invalid for obviousness. Id.; see
    also 
    id. at 37.
                                 II
    A
    On appeal, Anacor first argues that the Board violat-
    ed due process and the procedural requirements of the
    Administrative Procedure Act (“APA”) by failing to pro-
    vide Anacor with adequate notice of, and an opportunity
    to respond to, the grounds of rejection ultimately adopted
    by the Board.
    Under the APA, a patent owner involved in an inter
    partes review is entitled to notice of and a fair opportuni-
    ty to address the grounds of rejection. 5 U.S.C. §§ 554(b)–
    (c), 557(c); Dell Inc. v. Acceleron, LLC, 
    818 F.3d 1293
    ,
    1301 (Fed. Cir. 2016). Therefore, an agency “may not
    change theories in midstream without giving respondents
    reasonable notice of the change and the opportunity to
    present argument under the new theory.” Genzyme
    Therapeutic Prod. Ltd. P’ship v. Biomarin Pharm. Inc.,
    
    825 F.3d 1360
    , 1366 (Fed. Cir. 2016) (quoting Belden Inc.
    v. Berk-Tek LLC, 
    805 F.3d 1064
    , 1080 (Fed. Cir. 2015)).
    ANACOR PHARMACEUTICALS, INC.   v. IANCU                  11
    Anacor argues that the Board’s decision violated the
    APA and due process in two related ways. First, Anacor
    contends that the petitioner abandoned one prior art
    reference in its reply (Brehove) and shifted to a new
    theory of invalidity (relying on Austin in light of Segal
    and Mertin), and that the Board adopted that new theory
    without giving Anacor proper notice or an opportunity to
    respond to it. Second, Anacor argues that, in bolstering
    this new theory of obviousness, the petitioner impermissi-
    bly relied on new evidence, not included in the petition, to
    satisfy its burden of showing a prima facie case of obvi-
    ousness.
    We reject Anacor’s argument that the Board violated
    the APA or due process by adopting a new theory of
    obviousness not presented in the petition. Unlike in In re
    NuVasive, Inc., 
    841 F.3d 966
    (Fed. Cir. 2016), on which
    Anacor relies, the Board’s final written decision was
    based on the same combination of references—Austin and
    Brehove—and the same series of inferences that the
    petition proposed.
    To demonstrate effectiveness against dermatophytes,
    the petition cited Brehove’s in vivo tests to demonstrate
    that boron heterocycles can be effective against ony-
    chomycosis, which is most often caused by dermatophytes.
    The petition suggested that Brehove’s compounds would
    likely show effectiveness against dermatophytes and that,
    therefore, Austin’s tavaborole would do so also, since the
    compounds in both references were effective against C.
    albicans.
    The Board’s final written decision was based on the
    same combination of references, and it concluded that the
    weight of the evidence supported the inferences drawn by
    the petition. The Board stated that “[f]or the reasons
    stated in the Petition and by Dr. Murthy, we are persuad-
    ed that the combination of Austin and Brehove teaches or
    suggests each limitation of dependent claims 2–10.” Final
    12                  ANACOR PHARMACEUTICALS, INC.   v. IANCU
    Written Decision, at 28; see also 
    id. at 31
    (concluding that
    “a person of ordinary skill in the art would have had a
    reason to combine Austin and Brehove with a reasonable
    expectation of success”). In particular, the Board conclud-
    ed that “a person of ordinary skill in the art would have
    had a reasonable expectation that a compound with
    activity against C. albicans would also have activity
    against dermatophytes,” 
    id. at 30–31,
    which was the same
    argument raised in the petition.
    We also reject Anacor’s argument that the Board im-
    properly relied on new evidence to which Anacor did not
    have an opportunity to respond. Anacor argues that the
    Board improperly cited two references—Mertin and
    Segal—that were not cited in the petition. There is,
    however, no blanket prohibition against the introduction
    of new evidence during an inter partes review proceeding.
    In fact, “the introduction of new evidence in the course of
    the trial is to be expected in inter partes review trial
    proceedings and, as long as the opposing party is given
    notice of the evidence and an opportunity to respond to it,
    the introduction of such evidence is perfectly permissible
    under the APA.” 
    Genzyme, 825 F.3d at 1366
    ; see also
    Novartis AG v. Torrent Pharm. Ltd., 
    853 F.3d 1316
    , 1325–
    26 (Fed. Cir. 2017) (finding no APA violation because
    patent owner was not “surprised” where a reference was
    discussed in patent owner’s response, in depositions, and
    at the hearing, because “it is quite clear that [the patent-
    ee] had more than sufficient notice and opportunity to be
    heard on [the reference’s] potential relevance”).
    In addition, the petitioner in an inter partes review
    proceeding may introduce new evidence after the petition
    stage if the evidence is a legitimate reply to evidence
    introduced by the patent owner, or if it is used “to docu-
    ment the knowledge that skilled artisans would bring to
    bear in reading the prior art identified as producing
    obviousness.” 
    Genzyme, 825 F.3d at 1369
    (quoting Ariosa
    ANACOR PHARMACEUTICALS, INC.   v. IANCU                   13
    Diagnostics v. Verinata Health, Inc., 
    805 F.3d 1359
    , 1365
    (Fed. Cir. 2015)). 8
    It was not improper for the Board to cite Segal and
    Mertin (along with Nimura) as evidence of the knowledge
    that a skilled artisan would bring to bear in reading
    Austin and Brehove, even though those references were
    not cited in the petition. Anacor argues that Segal, Mer-
    tin, and Nimura “surfaced for the first time in Petitioner’s
    Reply,” but that is not so. Anacor discussed both Nimura
    and Segal in its patent owner’s response and related
    submissions; indeed, Anacor spent three pages of its
    patent owner’s response addressing Segal. For that
    reason, it was not improper for the Board to rely on those
    references to show what a person of skill in the art would
    believe about whether a compound effective against a
    yeast such as C. albicans would be likely to be effective
    against a dermatophyte.
    As for Mertin, the first two installments in Mertin
    and Lippold’s three-part series of articles were first intro-
    duced and addressed by Anacor in the declaration of Dr.
    8   Intelligent Bio-Systems, Inc. v. Illumina Cam-
    bridge Ltd., 
    821 F.3d 1359
    (Fed. Cir. 2016), cited by
    Anacor, is not to the contrary. In that case, the court
    upheld the Board’s refusal to consider the petitioner’s
    reply brief on the ground that the reply brief presented a
    new argument for the first time. The Board found that
    the reply violated a Board regulation, 37 C.F.R.
    § 42.23(b), which provides that a reply “may only respond
    to arguments raised in the corresponding opposition or
    patent owner response.” 
    Id. at 1369–70.
    In this case, the
    reply appropriately responded to arguments made in the
    patent owner’s response and evidence elicited in the
    course of the proceeding through the depositions of the
    parties’ experts, and the Board accordingly did not refuse
    to consider the petitioner’s reply.
    14                  ANACOR PHARMACEUTICALS, INC.   v. IANCU
    Lane. The third installment was introduced by the peti-
    tioner during the deposition of Anacor’s experts and was
    then referred to in the petitioner’s reply. But the third
    installment did not come as a surprise to Anacor. As
    noted, Dr. Lane admitted she was familiar with the
    article, which related to the first two installments she had
    cited in her declaration. Moreover, the third Mertin
    article was offered in direct response to testimony by Dr.
    Lane at her deposition: it was brought up in the deposi-
    tion as part of the petitioner’s challenge to Dr. Lane’s
    testimony regarding the relationship between molecular
    weight and nail permeability. 9
    Following Dr. Lane’s deposition, the Mertin article
    was brought up again during the deposition of Anacor’s
    expert, Dr. Ghannoum. In that proceeding, the petition-
    er’s counsel questioned Dr. Ghannoum about the conclu-
    sions reached in the Mertin article as part of the petition-
    petitioner’s challenge to Dr. Ghannoum’s assertion, based
    in part on Nimura, that compounds that showed activity
    against C. albicans often were not particularly effective
    against dermatophytes. In particular, the petitioner’s
    counsel cross-examined Dr. Ghannoum regarding his
    opinion on that point by referring to the statement in
    Mertin that “[d]ermatophytes are usually more sensitive
    towards antimycotics than yeasts.”
    Finally, Anacor discussed Mertin extensively at the
    hearing before the Board, including discussing Mertin’s
    findings with respect to permeability, and arguing that
    Mertin “highlights the unpredictability of going from
    predicting the activity of one species and going to another
    9  In addition, the third Mertin article was cited and
    discussed at some length in another reference relied on by
    Dr. Lane and cited in her declaration. See Sudaxshina
    Murdan, Drug Delivery to the Nail Following Topical
    Application, 236 Int’l J. of Pharmaceutics 1, 9–11 (2002).
    ANACOR PHARMACEUTICALS, INC.    v. IANCU               15
    species.” In response to the petitioner’s argument that
    Mertin says that dermatophytes are more sensitive to
    antimycotics than yeasts, Anacor argued at the hearing
    that “nowhere in the Mertin article does it talk about
    Candida albicans. So they are extrapolating much beyond
    the teachings of Mertin[.]”
    Based on this record, we conclude that Anacor was not
    denied its procedural rights with respect to the theory of
    obviousness adopted by the Board or any evidence relied
    on by the Board. The Board did not materially deviate
    from the theory of obviousness set forth in the petition,
    and Anacor had ample notice of and an opportunity to
    respond to the Segal and Mertin references, which in any
    event were properly offered in reply to arguments made
    by Anacor and for the purpose of showing the state of the
    art at the time of the patent application.
    B
    Anacor next argues that the Board improperly shifted
    the burden of proof by requiring the patent owner to
    disprove obviousness. Relying on In re Magnum Oil Tools
    International, Ltd., 
    829 F.3d 1364
    (Fed. Cir. 2016), Ana-
    cor contends that the record provides no basis to conclude
    that tavaborole’s activity against dermatophytes would be
    expected and that, in adopting the petitioner’s position
    without supporting evidence, the Board necessarily shift-
    ed the burden of proof to Anacor.
    Unlike in In re Magnum, nothing in the Board’s final
    written decision suggests that the Board improperly
    shifted the burden to the patent owner to disprove obvi-
    ousness. To the contrary, the Board expressly and re-
    peatedly stated that it was the petitioner’s burden to
    “show[] by a preponderance of the evidence that claims 1–
    12 of the ’521 patent are unpatentable.” Final Written
    Decision, at 3; see also 
    id. at 9,
    10, 18, 22, 23, 37, 42.
    16                  ANACOR PHARMACEUTICALS, INC.   v. IANCU
    Notwithstanding those statements, Anacor argues
    that the Board effectively shifted the burden of proof to
    the patent owner because the Board’s conclusions rested
    not on the petitioner’s presentation of evidence in support
    of an argument, but rather on whether Anacor had suffi-
    ciently disproved that argument. In particular, Anacor
    contends that the Board failed to require proof from the
    petitioner as to the mechanism of action that would lead
    to the conclusion that tavaborole would kill both C. albi-
    cans and dermatophytes, and that the Board did not
    explain why the evidence that dermatophytes are usually
    more sensitive than yeasts to antimycotics applies to
    tavaborole.
    In substance, Anacor’s argument is not that the Board
    shifted the burden of proof to Anacor, but that the Board
    improperly relaxed the burden on the petitioner to prove
    its case. That argument, however, does not suggest that
    the Board shifted the burden of proof to Anacor, but
    instead is directed to the question whether there was
    substantial evidence to support the Board’s finding of
    obviousness.
    As to that issue, the Board found that a person of skill
    in the art would have been motivated to combine Austin
    and Brehove and would have had a reasonable expecta-
    tion of success in doing so. Austin disclosed the use of
    oxaboroles, a subset of boron heterocycles, as fungicides
    that were effective against five different species of fungi,
    including C. albicans. It stated that compounds contain-
    ing an oxaborole ring, such as tavaborole, are particularly
    effective against fungi. Tavaborole, in particular, was
    identified as being especially potent against the various
    species of fungi that Austin tested. Austin also disclosed
    that tavaborole was a low molecular weight compound,
    which would enable the compound to penetrate the nail
    plate covering the locus of the infection.
    ANACOR PHARMACEUTICALS, INC.    v. IANCU                   17
    The compounds of Brehove, also boron heterocycles,
    were shown through in vitro testing to be effective against
    C. albicans. The results of Brehove’s in vivo testing
    showed that Brehove’s compounds were effective against
    onychomycosis in each of the patients suffering from that
    condition. In light of the fact that approximately 90
    percent of all onychomycosis cases are attributable to
    dermatophytes, and in the absence of any evidence that
    patients with dermatophyte-based onychomycosis were
    excluded from the in vivo testing, it is highly likely that at
    least some of the five cases discussed by Brehove involved
    dermatophyte infections.
    Beyond that, the evidence in the record before the
    Board showed that persons of skill in the art would have
    known that antifungal agents that are effective against
    one species of fungus are typically effective against oth-
    ers, as reported by the petitioner’s experts, Dr. Kahl and
    Dr. Murthy. In addition, one of skill in the art would
    have appreciated that many antifungal agents are more
    effective against dermatophytes than against yeasts, as
    reported by Dr. Murthy and as indicated by data in the
    Segal, Mertin, and Nimura references. 10 In light of the
    full record before the Board, we conclude that substantial
    evidence supports the Board’s findings that a person of
    ordinary skill in the art would have been motivated to
    combine the pertinent teachings of Austin and Brehove
    10  As for Anacor’s argument that the Board failed to
    require proof of the mechanism of action that caused the
    boron heterocycles to be toxic to fungi, no such proof is
    required, as it has long been settled that “an inventor
    need not comprehend the scientific principles on which
    the practical effectiveness of his invention rests.” From-
    son v. Advance Offset Plate, Inc., 
    720 F.2d 1565
    , 1570
    (Fed. Cir. 1983) (citing Diamond Rubber Co. v. Consol.
    Rubber Tire Co., 
    220 U.S. 428
    , 435–36 (1911)).
    18                  ANACOR PHARMACEUTICALS, INC.   v. IANCU
    and would have had a reasonable expectation of success in
    doing so.
    C
    In its third argument, Anacor challenges what it re-
    fers to as the Board’s “conclusion that the compounds of
    Austin are ‘structurally similar’ to the compounds of
    Brehove.” Anacor contends that the compounds are
    structurally dissimilar, and that a person of ordinary skill
    in the art would have expected that even small structural
    differences between tavaborole and the Brehove com-
    pounds would result in significant differences in their
    chemical and biological properties.
    Anacor’s argument is premised on the misapprehen-
    sion that the Board viewed structural similarity as a
    binary factor—either present or absent—and that the
    Board found it was present in this case. That is not an
    accurate characterization of the Board’s assessment of the
    issue of structural similarity.
    In its final written decision, the Board viewed the ex-
    istence of some structural similarity between the com-
    pounds in Austin and Brehove as evidence that the
    references might be good candidates to be combined. That
    is, the Board recognized that the structural similarity
    between the boron heterocycles of Austin and Brehove
    provides a useful starting point, but it attributed more
    significance to the functional similarities of the two
    groups of compounds. As the Board observed, Austin
    teaches that oxaboroles, a subset of boron heterocycles,
    are effective fungicides, and Brehove teaches that certain
    dioxaborinanes, a different subset of boron heterocycles,
    are likewise effective fungicides. Moreover, notwithstand-
    ing the structural differences between the two subsets of
    compounds, the Board focused on the fact that both were
    shown to be effective against C. albicans, a fungus that
    was known to cause onychomycosis.
    ANACOR PHARMACEUTICALS, INC.   v. IANCU                  19
    The Board did not regard the structural similarity be-
    tween the compounds of Austin and Brehove to be suffi-
    cient proof, by itself, that tavaborole would be likely to
    have the same functionality as the compounds in Brehove.
    The Board correctly acknowledged that there “are obvi-
    ously structural differences between the dioxaborinanes of
    Brehove and the benzoxaboroles of Austin,” but it con-
    cluded that “the combination of the structural similarities
    and the similar fungicidal activity against C. albicans
    would have led a person of ordinary skill in the art to
    combine Brehove’s method of treating onychomycosis
    using Austin’s tavaborole instead of [Brehove’s com-
    pounds].” Final Written Decision, at 21.
    It is true that in the case of patents on new chemical
    compounds, the obviousness inquiry “frequently turns on
    the structural similarities and differences between the
    compounds claimed and those in the prior art.” Daiichi
    Sankyo Co. v. Matrix Labs., Ltd., 
    619 F.3d 1346
    , 1352
    (Fed. Cir. 2010). In such cases, where the properties of
    the new chemical compound are not known, structural
    similarity is often sufficient to create an expectation that
    the “new compound will have similar properties to the
    old.” Altana Pharma AG v. Teva Pharm. USA, Inc., 
    566 F.3d 999
    , 1007 (Fed. Cir. 2009) (quoting Eisai Co. v. Dr.
    Reddy’s Labs., Ltd., 
    533 F.3d 1353
    , 1357 (Fed. Cir. 2008)).
    This case, however, does not involve a patent on a
    new chemical compound. Where the patent is directed to
    a new treatment using a known compound, it is reasona-
    ble to assume that similar compounds that share certain
    common properties are apt to share other related proper-
    ties as well. See In re Merck & Co., 
    800 F.2d 1091
    , 1096
    (Fed. Cir. 1986) (the fact that two similar compounds are
    both psychotropic drugs and one possesses antidepressive
    properties suggests that the other may possess antide-
    pressive properties as well); see also In re Mehta, 
    347 F.2d 859
    , 864 (CCPA 1965) (“The similarity of properties of a
    reference compound as compared with a claimed com-
    20                   ANACOR PHARMACEUTICALS, INC.    v. IANCU
    pound gives rise to an even stronger inference of obvious-
    ness than that of structural similarity alone[.]”); In re
    Rosselet, 
    347 F.2d 847
    , 850 (CCPA 1965) (referring to a
    “prima facie showing of obviousness by reason of the
    admitted ‘gross structural similarities’ of the art com-
    pounds, coupled with the fact those compounds are shown
    to have utility in the same area of pharmacological activi-
    ty”).
    To be clear, we recognize that structural similarity is
    an important factor in assessing the motivation to com-
    bine and reasonable expectation of success. It has been
    long recognized that chemical compounds with similar
    structures often have similar properties and that similari-
    ty in properties can be inferred from structural similari-
    ty. In re Hass, 
    141 F.2d 122
    , 125 (CCPA 1944). Our cases
    have held that the greater the structural similarity be-
    tween the compounds, the greater the motivation to
    combine and reasonable expectation of success. Eli Lilly
    & Co. v. Zenith Goldline Pharm., Inc., 
    471 F.3d 1369
    ,
    1377 (Fed. Cir. 2006) (noting that, for a new chemical
    compound, finding obviousness requires “structural
    similarity” and a “reason or motivation to make the
    claimed compositions” (quoting In re Dillon, 
    919 F.2d 688
    ,
    692 (Fed. Cir. 1990) (en banc))); In re Deuel, 
    51 F.3d 1552
    ,
    1558 (Fed. Cir. 1995) (“Structural relationships may
    provide the requisite motivation or suggestion to modify
    known compounds to obtain new compounds.”). The
    opposite is true, too: the less the structural similarity, the
    less the motivation to combine and the reasonable expec-
    tation of success. In re Jones, 
    958 F.2d 347
    , 350 (Fed. Cir.
    1992) (reversing the prima facie obviousness finding
    because of the “lack of close similarity of structure”).
    At the same time, our cases recognize that the chemi-
    cal arts are unpredictable and that similar structures do
    not always result in similar properties. See Eisai 
    Co., 533 F.3d at 1359
    . The obviousness inquiry often depends on
    whether there is evidence demonstrating a nexus between
    ANACOR PHARMACEUTICALS, INC.   v. IANCU                 21
    structural similarities (or dissimilarities) and functional
    similarities (or dissimilarities). In this case, although
    there is only limited structural similarity between the
    compounds disclosed in Austin and Brehove, we conclude
    that, in light of the combination of the structural and
    functional similarities between the compounds, substan-
    tial evidence supports the Board’s findings.
    The Board understood that the petitioner’s theory was
    “not based on structural similarities alone,” but was
    “based on the combination of structural similarity and
    functional similarity.” Final Written Decision, at 28. And
    the Board agreed with the petitioner that “a person of
    ordinary skill in the art would have expected that tavabo-
    role, which shares functional activity with the compounds
    of Brehove, would have shared other activities as well,
    such as the inhibition of additional fungi responsible for
    onychomycosis.” 
    Id. at 29.
    The Board thus did not disre-
    gard the structural differences between the compounds of
    Austin and Brehove or attribute undue significance to
    their structural similarities.
    For the foregoing reasons, we reject Anacor’s chal-
    lenges to the Board’s reasoning and uphold the Board’s
    conclusion that claim 6 of the ’621 patent is invalid for
    obviousness.
    AFFIRMED