Pacific Biosciences v. Oxford Nanopore Technologies ( 2021 )


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  • Case: 20-2155    Document: 42     Page: 1   Filed: 05/11/2021
    United States Court of Appeals
    for the Federal Circuit
    ______________________
    PACIFIC BIOSCIENCES OF CALIFORNIA, INC.,
    Plaintiff-Appellant
    v.
    OXFORD NANOPORE TECHNOLOGIES, INC.,
    OXFORD NANOPORE TECHNOLOGIES, LTD.,
    Defendants-Appellees
    ______________________
    2020-2155, 2020-2156
    ______________________
    Appeals from the United States District Court for the
    District of Delaware in Nos. 1:17-cv-00275-LPS, 1:17-cv-
    01353-LPS, Chief Judge Leonard P. Stark.
    ______________________
    Decided: May 11, 2021
    ______________________
    EDWARD R. REINES, Weil, Gotshal & Manges LLP, Red-
    wood Shores, CA, argued for plaintiff-appellant. Also rep-
    resented by ROBERT S. MAGEE, DEREK C. WALTER.
    MICHAEL HAWES, Baker Botts, LLP, Houston, TX, ar-
    gued for defendants-appellees.   Also represented by
    ELIZABETH FLANNERY; STEPHEN M. HASH, Austin, TX.
    ______________________
    Before LOURIE, TARANTO, and STOLL, Circuit Judges.
    Case: 20-2155     Document: 42     Page: 2    Filed: 05/11/2021
    2    PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES
    TARANTO, Circuit Judge.
    Pacific Biosciences of California, Inc. (PacBio) sued Ox-
    ford Nanopore Technologies, Inc. and Oxford Nanopore
    Technologies, Ltd. (collectively, Oxford), accusing Oxford of
    infringing several of its patents, including U.S. Patent Nos.
    9,546,400 and 9,772,323. A jury found all asserted claims
    infringed but also determined that they are invalid under
    
    35 U.S.C. § 112
     for lack of enablement. The district court
    denied PacBio’s motion for judgment as a matter of law
    (and for a new trial) on enablement. The district court also
    denied PacBio’s request that the court grant a new trial be-
    cause of Oxford’s improper remarks during opening, re-
    marks that included references to the potential
    applications of its accused products to the then-emerging
    global COVID-19 crisis. PacBio argued that the remarks
    caused prejudice that could not be remedied by the curative
    instruction the district court gave at PacBio’s request. We
    affirm.
    I
    PacBio owns the ’400 and ’323 patents, which share a
    specification, so we generally cite only the ’400 patent’s
    specification. The patents describe methods for sequencing
    a nucleic acid, such as deoxyribonucleic acid (DNA). The
    methods use nanopore technology, described in one form as
    follows: nucleic acids are drawn through nanometer-sized
    holes formed in a substrate, and while they transit the
    holes, their sequences of nucleotides are identified or char-
    acterized based on changes in electric current passing
    through the substrate. See ’400 patent, col. 1, lines 25–27;
    
    id.,
     col. 8, lines 55–61. The ’323 patent issued from a con-
    tinuation of a continuation of the application that issued as
    the ’400 patent; and both claim priority to a provisional ap-
    plication filed on April 10, 2009.
    The patents, in discussing the prior art, explain that
    “rapid determination of the nucleotide sequence . . . is a
    major goal of researchers seeking to obtain the sequence
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    PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES          3
    for the entire genome of an organism.” 
    Id.,
     col. 1, lines 19–
    22. The patents’ solution includes a system with “upper
    and lower fluidic regions” above and below a membrane
    having a nanopore passage from one region to the other,
    with electrodes that permit application of a voltage to cre-
    ate a potential difference that causes molecules to “trans-
    locate” between the two regions. 
    Id.,
     col. 8, lines 35–38, 48–
    61; 
    id.,
     col. 9, lines 6–15, 47–53; 
    id.,
     col. 10, line 64 through
    col. 11, line 5. The membrane in which the nanopores are
    formed, as described by the patents, can use lipid or solid-
    state materials and may include “hybrid” nanopores,
    formed by treating substrate material with organic mole-
    cules, such as proteins, that serve as “spacers” to narrow
    the nanopores so that only single strands of DNA (ssDNA)
    or ribonucleic acid (ssRNA) pass through, “in a sequential,
    single file order.” 
    Id.,
     col. 1, lines 28–31; 
    id.,
     col. 14, lines
    1–60; 
    id.,
     col. 15, lines 3–10; 
    id.,
     col. 17, lines 42–53; see
    also 
    id.,
     Fig. 5.
    The patents further describe using “processive DNA-
    binding enzyme[s] to enzymatically regulate the rate of
    ssDNA translocation through the nanopore.” 
    Id.,
     col. 25,
    lines 11–13; see also 
    id.,
     col. 24, lines 53–54 (“In certain
    embodiments, polymerases are used to modulate the pas-
    sage of a nucleic acid strand through a nanopore.”). Too
    fast a rate may impair accuracy, and enzymes can “promote
    efficient sequence detection, e.g., by allowing a reaction to
    proceed at a rate that provides for a desirable balance be-
    tween accuracy and throughput.” 
    Id.,
     col. 25, lines 3–10.
    The patents state that enzymes can bind to ssDNA in the
    fluid, then combine with the protein “spacer” in the na-
    nopore to “act as a plug,” but that “[a]pplying a strong
    enough [electric] potential can rip the ssDNA from the
    tightly bound exonuclease, advancing the ssDNA through
    the nanopore.” 
    Id.,
     col. 25, lines 29–34; see also 
    id.,
     Fig.
    25(A) & (B). Pulses that alternate large and small poten-
    tial differences, when used in connection with the enzyme,
    “can pull the ssDNA through the nanopore in steps, for
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    4    PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES
    example one base at a time. The rate and duty cycle of the
    pulses could be altered to optimize the translocation rate
    and measurement duration.” 
    Id.,
     col. 25, lines 34–40.
    For the sequencing of ssDNA (identifying the sequence
    of its individual nucleotides), the patents describe use of
    “an array of electrical/CMOS [complementary metal-oxide-
    semiconductor] components (amplifiers)” that measure as-
    pects of a current through the substrate—e.g., amplitude
    and duration of “current blockage,” and “interpulse dura-
    tion”—as ssDNA moves through the nanopore. 
    Id.,
     col. 20,
    lines 6–9; 
    id.,
     col. 29, lines 43–46; 
    id.,
     col. 41, lines 46–56.
    The patents note, however, that such measurements “can
    overlap significantly” between different nucleotides, creat-
    ing “miscall errors.” 
    Id.,
     col. 29, lines 46–50; see also 
    id.,
    col. 41, lines 60–63 (“Thus, if the probability distribution of
    current blockage (likely Gaussian-like) for a nucleotide is
    highly overlapping with that of a different nucleotide, then
    there may be a large probability of miscall if only this met-
    ric is used.”). This problem, the patents state, prevented
    prior art systems from “achiev[ing] single nucleotide reso-
    lution, especially in embodiments that might be scaled to a
    commercially viable DNA sequencing system.” 
    Id.,
     col. 39,
    lines 49–51.
    The patents state a reason for the resolution troubles:
    “[T]he amplitude of electric current passing through the
    nanopore (which constitutes the signal) depends on the
    identity of several bases that reside in the pore throughout
    the duration of the current measurement.” 
    Id.,
     col. 39,
    lines 52–55. Given that there are four different nucleo-
    tides, there are 4N possibly different current levels if
    “N=the number of bases that affect the current measure-
    ment.” 
    Id.,
     col. 39, lines 55–60; see also 
    id.,
     col. 41, lines
    46–56. But, the patents note, there may not be 4N distinct
    current levels for the 4N possible N-long nucleotide se-
    quences (“some of [the possibilities] may be degenerate”).
    
    Id.,
     col. 39, lines 59–60.
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    PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES       5
    The sole independent claim of the ’400 patent, claim 1,
    recites:
    1. A method for sequencing a nucleic acid template
    comprising:
    a) providing a substrate comprising a nanopore
    in contact with a solution, the solution compris-
    ing a template nucleic acid above the nanopore;
    b) providing a voltage across the nanopore;
    c) measuring a property which has a value that
    varies for N monomeric units of the template
    nucleic acid in the pore, wherein the measuring
    is performed as a function of time, while the
    template nucleic acid is translocating through
    the nanopore, wherein N is three or greater; and
    d) determining the sequence of the template nu-
    cleic acid using the measured property from
    step (c) by performing a process including com-
    paring the measured property from step (c) to
    calibration information produced by measuring
    such property for 4 to the N sequence combina-
    tions.
    ’400 patent, col. 47, line 37 through col. 48, line 6. Depend-
    ent claim 4 of the ’400 patent includes the additional re-
    quirement that “the translocation rate through the pore is
    enzymatically controlled.” 
    Id.,
     col. 48, lines 11–12. The
    sole independent claim of the ’323 patent, claim 1, is simi-
    lar to claim 1 of the ’400 patent, but not identical: for ex-
    ample, it requires a “plurality of template nucleic acids
    above the nanopore” and includes an “enzymatically con-
    trolled” limitation (as in dependent claim 4 of the ’400 pa-
    tent). See ’323 patent, col. 47, lines 13–34. PacBio asserted
    claims 1, 4, and 15 of the ’400 patent, and claims 1, 4, and
    18 of the ’323 patent. The parties agree that the patents
    and the asserted claims are materially similar for purposes
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    6   PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES
    of the issues on appeal. See PacBio Opening Br. 22 n.3;
    Oxford Br. 3 n.1.
    B
    PacBio sued Oxford in the District of Delaware in 2017,
    asserting in two separately filed cases that Oxford in-
    fringed the ’400 and ’323 patents, as well as two other pa-
    tents (U.S. Patent Nos. 9,678,056 and 9,738,929) that are
    not at issue on appeal. Before trial, the district court
    granted a PacBio motion in limine (MIL) “to prevent [Ox-
    ford] from using ‘pejorative’ terms (such as ‘non-practicing
    entity,’ ‘NPE,’ and ‘paper patents’) and from presenting ev-
    idence about the consequences of this litigation.” J.A. 27
    (MIL Order). The court’s order continued, “it would be in-
    appropriate to put before the jury evidence or argument
    about the potential impact of a verdict in favor of PacBio—
    such as higher prices or slower medical research—as these
    issues are not for the jury to decide . . . .” 
    Id.
    The trial began on March 9, 2020, as concerns about
    the new coronavirus SARS-CoV-2, causing COVID-19,
    were already rampant but had not yet produced the large-
    scale shutdowns that would occur in a matter of days. The
    opening statements from both parties acknowledged
    COVID-19 and the relevance of the DNA-sequencing tech-
    nology at issue to dealing with this virus and others; and it
    is undisputed that Oxford told PacBio the night before the
    openings that it would mention such relevance, and that
    PacBio did not object in advance. PacBio, in its opening,
    mentioned the new coronavirus in passing. J.A. 1073 (Tr.
    120:24–121:11 (PacBio mentioning coronavirus and se-
    quencing can “[m]aybe help develop a vaccine”)). Then Ox-
    ford did so much more extensively (than PacBio did and
    than prefigured in Oxford’s pre-opening notice to PacBio)
    and with specific factual assertions. See J.A. 1079 (Tr.
    145:4–12), 1081–82 (Tr. 153:3–156:25 (Oxford discussing
    “infectious disease monitoring” and telling a story about
    sending products to Wuhan, China, at the outset of the
    Case: 20-2155     Document: 42     Page: 7    Filed: 05/11/2021
    PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES       7
    coronavirus outbreak)). Oxford made those remarks as
    part of its references to PacBio seeking to exclude Oxford’s
    products and to previous litigation between the parties on
    other patents. J.A. 1079 (Tr. 143:2–145:12), 1084 (Tr.
    165:9–12), 1085 (Tr. 169:2–17).
    PacBio objected to Oxford’s opening, mentioning both
    the reference to previous litigation and the statement that
    PacBio was “attempting to exclude it from the market,
    which [the MIL Order] said that the effect of the case and
    the possible ramifications was clearly an implication.”
    J.A. 1084–85 (Tr. 165:13–166:11); see also J.A. 1089
    (Tr. 185:3–9 (preserving objection)). The next day, PacBio
    argued in favor of its motion for two curative instructions
    to counteract “the exploitation of the violation of the MIL
    [Order].” J.A. 1153 (Tr. 279:2–3). 1 The district court
    1    See J.A. 1153 (Tr. 279:2–19) (“The issue is the clear
    vio—that is the exploitation of the violation of the MIL. I
    mean, it’s so cynical. The violation of the MIL is not the
    mention of coronavirus. I knew they were going to do. We
    did it. We’ve done that same work. We weren’t flamboyant
    about it. They were. Over the top, one might say. [¶] But
    leaving that aside, that’s just exploiting the violation. The
    violation is we specifically said they shouldn’t be stating
    that we’re trying to exclude nanopore sequencing. That is
    exactly what the Court ordered. That is exactly what [Ox-
    ford’s counsel] knowingly, intentionally, and willfully did
    to the jury, knowing, like we all know, the bell can’t be un-
    rung. Presumably, a happy client somewhere. And that
    that is what they did. [¶] And the media [in a report of the
    previous day’s opening] said that the trial is about PacBio
    trying to take the coronavirus technology off the market.
    Why? Because that is the only way to understand the tran-
    script.”); J.A. 1155 (Tr. 287:23–288:3) (“Your Honor, there
    was a clear violation of the order and the statement of ex-
    ploiting it for the Coronavirus is very different. It’s not a
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    8   PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES
    criticized Oxford for violating the MIL Order, recognizing
    that the COVID-19 references were part of that violation,
    and agreed to give the curative instructions that PacBio
    had requested. J.A. 1156–57 (Tr. 292:17–294:12).
    One instruction addressed the reference to other pro-
    ceedings. J.A. 1159 (Tr. 303:10–15). The other stated:
    In opening statement, [Oxford] argued that
    this isn’t the first time that PacBio has tried to use
    its patents to exclude nanopore sequencing. How-
    ever, if you find [Oxford] liable for patent infringe-
    ment, you are not—you are only being asked to
    award monetary compensation to PacBio. You are
    not being asked to exclude any [Oxford] product
    from the market or to stop any research work being
    performed on [Oxford] products.
    J.A. 1159 (Tr. 303:17–24). Before giving the instructions,
    the court also warned both parties about “turn[ing] this re-
    ally into a trial about an ongoing global health crisis that
    has to be on the minds of the jury,” which would be “unfair”
    and “improper” and would “inflam[e] the jury” and “would
    create a real risk of a verdict” not based on the evidence.
    J.A. 1157 (Tr. 293:22–294:5). The court required the par-
    ties, from then on, to disclose to each other “any reference,
    any evidence, any suggestion that you think you’re going to
    make to Coronavirus” and bring any disputes to the court’s
    attention “before the witnesses take the stand.” J.A. 1157
    (Tr. 294:6–12).
    PacBio did not seek a new trial at that time. During
    closing, Oxford used words such as “exclude” and “block,”
    borrowing words from PacBio testimony or documents, see
    J.A. 1105 (Tr. 247:3–6), 1503 (Tr. 1225:11–1226:3), and the
    violation of any order to mention the word, although it may
    come to that if this continues. And so that’s confusing, that
    they’re mushing the two things together.”).
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    PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES      9
    closing was not found to be improper. See J.A. 1686–88 (Tr.
    1612:21–1618:21), 1689 (Tr. 1622:3–25); see also J.A. 1989–
    90, 1996–97. Moreover, PacBio has not identified any post-
    opening COVID-19 comment made by Oxford to the jury,
    and the district court noted that Oxford did not violate the
    MIL Order after the opening. See J.A. 53 (7/30/20 Tr. 17:9–
    14); Pac. Biosciences of Cal., Inc. v. Oxford Nanopore
    Techs., Inc., Nos. 1:17-cv-00275, 1:17-cv-01353, 
    2020 WL 4699049
    , at *5 (D. Del. Aug. 13, 2020) (Post-Trial Decision).
    The case went to the jury on March 17, 2020, J.A. 1706,
    and the jury returned its verdict on March 18, 2020, J.A.
    1741–43; see J.A. 399–414 (verdict). The jury found all as-
    serted claims of the ’400 and ’323 patents infringed, and
    also supported by the written description, but also deter-
    mined that all of the asserted claims are invalid for lack of
    enablement. J.A. 401–03, 407–08. The district court en-
    tered judgment for Oxford based on the jury’s verdict on
    March 31, 2020.
    After trial, PacBio renewed its motion for judgment as
    a matter of law (JMOL) on enablement lodged during trial
    under Federal Rule of Civil Procedure 50. J.A. 27,435–60.
    PacBio also moved for a new trial under Rule 59, arguing
    that the jury’s enablement verdict was unsupported and
    that Oxford’s statements regarding COVID-19 violated the
    MIL Order and were so prejudicial that the case should be
    retried. 
    Id.
     The district court denied PacBio’s motion.
    Post-Trial Decision, 
    2020 WL 4699049
    , at *1.
    For JMOL on the enablement verdict, the court noted
    a statement by Oxford’s expert, Dr. Nick Goldman, on cross
    examination, that a relevant artisan, having a particular
    piece of prior art, could perform the method of claim 1 of
    the ’400 patent in 2009, and the court also noted Dr. Gold-
    man’s statement that he did not know the factors specified
    in In re Wands, 
    858 F.2d 731
     (Fed. Cir. 1988). Post-Trial
    Decision, 
    2020 WL 4699049
    , at *1. But the court concluded
    that the record “as a whole” did “contain substantial
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    10   PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES
    evidence to support the verdict” of non-enablement. 
    Id. at *2
    . The district court identified evidence beyond Dr. Gold-
    man’s testimony that was relevant to the Wands factors
    and could support the jury’s verdict; and the court noted
    Dr. Goldman’s testimony that the claims at issue were not
    enabled and stressed that the jury was free to consider Dr.
    Goldman’s credibility and all the evidence. 
    Id.
     at *2–3.
    The court similarly rejected PacBio’s motion for a new
    trial based on references to COVID-19 made in Oxford’s
    opening statement. Acknowledging that such references
    implicated the possible consequences of the jury’s verdict
    in violation of the MIL Order, the court explained, “[t]here
    is just no indication . . . that this jury was inflamed, that it
    was not careful,” or that the jury otherwise failed to
    properly consider the evidence because of the mentions of
    COVID-19. 
    Id.
     at *8–9 (alteration in original).
    The court entered final judgment on August 13, 2020.
    
    Id. at *1
    . PacBio timely appealed. We have jurisdiction
    under 
    28 U.S.C. § 1295
    (a)(1).
    II
    On appeal, PacBio argues that the jury’s verdict find-
    ing that the ’400 and ’323 patents lack enabling disclosure
    is unsupported by the evidence, requiring JMOL in its fa-
    vor. See PacBio Opening Br. 21–41. PacBio also argues
    summarily for a new trial based on the enablement evi-
    dence. 
    Id. at 42
    . Much more fully, PacBio argues for a new
    trial based on Oxford’s statements about COVID-19. 
    Id.
     at
    42–60. We reject these challenges.
    A
    We review a district court’s decision on a JMOL motion
    de novo, following the law of the regional circuit, here the
    Third Circuit. Leader Techs., Inc. v. Facebook, Inc., 
    678 F.3d 1300
    , 1305 (Fed. Cir. 2012). “[V]iewing the record in
    the light most favorable to the verdict winner and drawing
    all reasonable inferences in its favor,” 
    id.,
     we ask whether
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    PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES        11
    “a reasonable jury would not have a legally sufficient evi-
    dentiary basis to find for the party,” Fed. R. Civ. P. 50(a)(1).
    See also In re Lemington Home for the Aged, 
    777 F.3d 620
    ,
    626 (3d Cir. 2015) (JMOL may be granted “only if, as a mat-
    ter of law, the record is critically deficient of that minimum
    quantity of evidence from which a jury might reasonably
    afford relief” to the verdict winner). “[W]hether a patent
    satisfies the enablement requirement is a question of law
    based on underlying factual findings.” McRO, Inc. v. Ban-
    dai Namco Games America Inc., 
    959 F.3d 1091
    , 1096 (Fed.
    Cir. 2020). Here, “we review the factual underpinnings of
    enablement for substantial evidence.” Idenix Pharms. LLC
    v. Gilead Sciences Inc., 
    941 F.3d 1149
    , 1154 (Fed. Cir. 2019)
    (internal quotation marks omitted). With no greater detail
    in the verdict, we treat the jury as having made all verdict-
    supporting factual findings that are supported by substan-
    tial evidence. See Martek Biosciences Corp. v. Nutrinova,
    Inc., 
    579 F.3d 1363
    , 1378 (Fed. Cir. 2009) (describing “im-
    plicit factual findings” approach); Kinetic Concepts, Inc. v.
    Smith & Nephew, Inc., 
    688 F.3d 1342
    , 1359–60 (Fed. Cir.
    2012) (same for obviousness).
    “The requirement of enablement, stated in 
    35 U.S.C. § 112
    , enforces the essential ‘quid pro quo of the patent bar-
    gain’ by requiring a patentee to teach the public how ‘to
    practice the full scope of the claimed invention.’” McRO,
    959 F.3d at 1099–100 (quoting AK Steel Corp. v. Sollac, 
    344 F.3d 1234
    , 1244 (Fed. Cir. 2003)); see also J.E.M. Ag Sup-
    ply, Inc. v. Pioneer Hi-Bred Int’l, Inc., 
    534 U.S. 124
    , 142
    (2001). A claim is not enabled if (as it is the challenger’s
    burden to prove by clear and convincing evidence) a rele-
    vant artisan would not be able to practice the claimed in-
    vention “without undue experimentation,” Amgen Inc. v.
    Sanofi, 
    987 F.3d 1080
    , 1084 (Fed. Cir. 2021) (internal quo-
    tation marks omitted), a determination typically guided by
    the following “factual considerations”: “(1) the quantity of
    experimentation necessary, (2) the amount of direction or
    guidance presented, (3) the presence or absence of working
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    12   PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES
    examples, (4) the nature of the invention, (5) the state of
    the prior art, (6) the relative skill of those in the art, (7) the
    predictability or unpredictability of the art, and (8) the
    breadth of the claims,” 
    id.
     (quoting Wands, 
    858 F.2d at
    736–37). “[A] patentee chooses broad claim language at the
    peril of losing any claim that cannot be enabled across its
    full scope of coverage.” MagSil Corp. v. Hitachi Glob. Stor-
    age Techs., Inc., 
    687 F.3d 1377
    , 1381 (Fed. Cir. 2012);
    Amgen, 987 F.3d at 1084; Idenix, 941 F.3d at 1154; Trustees
    of Boston Univ. v. Everlight Elecs. Co., 
    896 F.3d 1357
    , 1362
    (Fed. Cir. 2018); Crown Operations Int’l, Ltd. v. Solutia
    Inc., 
    289 F.3d 1367
    , 1378–79 (Fed. Cir. 2002); Nat’l Recov-
    ery Techs. Inc. v. Magnetic Separation Systems, Inc., 
    166 F.3d 1190
    , 1196 (Fed. Cir. 1999).
    Although PacBio seems to suggest otherwise at some
    points, it is not enough for enablement here that relevant
    artisans knew how to perform some “nanopore sequencing”
    before the priority date of the ’400 and ’323 patents. What
    matters is the scope of the asserted claims, which (taken as
    a whole, as PacBio does) claim methods of “determining the
    sequence of the template nucleic acid,” without limiting the
    character of that “template nucleic acid,” by measuring cer-
    tain properties (in particular, electric current properties)
    as the nucleic acid passes through a nanopore, using a de-
    termination of the number of nucleotides that affect the
    current (N), and using enzymes to control the rate of pas-
    sage through the nanopore. See supra pp. 5–6. Notably,
    PacBio acknowledges that the ’400 and ’323 patents do not
    differentiate between “particular types of DNA.” PacBio
    Opening Br. 39.
    In arguing for JMOL, PacBio places principal reliance
    on the following exchange from the deposition of Oxford’s
    expert, Dr. Goldman, introduced at trial during cross-ex-
    amination of Dr. Goldman:
    ‘Question: A person of ordinary skill in the art in
    2009 with the Akeson grant in front of them you
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    PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES       13
    believe would be able to successfully perform the
    method of claim 1 of the ’400 patent?
    ‘Answer: Yes.’
    J.A. 1480 (Tr. 1134:2–6). The “Akeson grant” was a grant
    application to the National Institutes of Health filed by an-
    other Oxford witness, Dr. Mark Akeson, before 2009. See
    J.A. 1836. PacBio asserts that, in the quoted exchange,
    “Dr. Goldman admitted on cross-examination that the
    claims of the ’400 and ’323 Patents were enabled.” PacBio
    Opening Br. 14; see also id. at 22 & n.3 (“Dr. Goldman
    squarely admitted that a person skilled in the art in 2009
    would be able to successfully perform the method of claim
    1 of the ’400 Patent.”; footnote attached, stating: “For pur-
    poses of enablement, there is no difference between the
    ’400 and ’323 Patent[s].”); id. at 18.
    The jury was not required to give Dr. Goldman’s an-
    swer, even understood in isolation, the broad meaning Pac-
    Bio now gives it. It is enough to say that, in the absence of
    further elaboration of the point, the jury could have under-
    stood Dr. Goldman to be saying no more than that a rele-
    vant artisan could have “perform[ed] the method of claim 1
    of the ’400 patent,” J.A. 1480, on the particular subset of
    nucleic acids addressed in the Akeson grant, namely, “DNA
    hairpins,” which were synthesized nucleic acids used to
    test the viability of such sequencing technologies. J.A.
    1836–54. Especially in light of other evidence about the
    difference between the synthetic nucleic acids Akeson ad-
    dressed and biological DNA, the jury could properly under-
    stand the specific answer to the specific question on which
    PacBio relies not to be conceding that a skilled artisan
    could make and use the full scope of the invention (even of
    claim 1 of the ’400 patent, let alone all the asserted claims),
    including the full range of “nucleic acid templates.” In fact,
    just before that question and answer, the jury heard Dr.
    Goldman answer “no” to the question whether “a person of
    ordinary skill in the art with the ’400 patent in front of
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    14   PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES
    them trying to use the claim 1 method, including adding
    everything, if they had access to the Akeson grant, . . .
    would have been able to use the invention[,] . . . [t]o be able
    to successfully perform the method . . . of the ’400 and ’323
    [patents].” J.A. 1480 (Tr. 1133:1–9).
    The jury’s task was not to view one portion of Dr. Gold-
    man’s testimony in isolation, but to consider all the evi-
    dence, including any portion of the evidence that might
    clarify how to understand other portions. And there was
    substantial evidence that supported non-enablement. Dr.
    Goldman himself testified that the asserted claims of the
    ’400 and ’323 patents lack enablement because of the re-
    quired element of determining “N” (how many nucleotides
    affect the current measurement during transit of a nucleic
    acid through the nanopore). J.A. 1475 (Tr. 1113:1–23).
    Even aside from the “N” claim limitation, the jury had
    substantial evidence of non-enablement of the full claim
    scope. For example, Dr. Akeson testified that his research,
    leading to the “Akeson grant,” was limited to “DNA hair-
    pin[s],” see J.A. 1406–07 (Tr. 934:17–935:16); J.A. 1405 (Tr.
    930:1–13), and that the first successful nanopore sequenc-
    ing of biological DNA molecules, to his knowledge, did not
    occur until 2011, see J.A. 1408 (Tr. 940:3–941:12); J.A. 1421
    (Tr. 992:9–17); and there is no indication, or argument by
    PacBio, that the 2011 success was made possible by the dis-
    closure in the ’400 and ’323 patents, see Everlight Elecs.,
    896 F.3d at 1363–64. Another of Oxford’s witnesses, Dr.
    James Clarke, testified that “nobody was” able to use na-
    nopore sequencing to sequence biological DNA until 2011.
    J.A. 1423 (Tr. 1001:23–1002:4); see also J.A. 1293 (Tr.
    674:2–6) (Dr. Willcocks); J.A. 1491–92 (Tr. 1180:25–
    1182:3) (Dr. Ha). There also was evidence that, when Ox-
    ford announced its success in 2012 at a large meeting of
    scientific professionals in the field, three years after the
    priority date of the patents at issue here, the audience of
    700 reacted in a way that suggests that the advance
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    PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES     15
    regarding nanopore sequencing with biological DNA was a
    major one. See J.A. 1409 (Tr. 943:1–944:14).
    We therefore conclude that there was ample evidence
    to support a finding that, before the 2009 priority date of
    the ’400 and ’323 patents, relevant artisans did not know
    how to perform nanopore sequencing for more than a nar-
    row range of the full scope of nucleic acids covered by the
    asserted claims. See Idenix, 941 F.3d at 1161 (“Where, as
    here, working examples are present but are ‘very narrow,
    despite the wide breadth of the claims at issue,’ this factor
    weighs against enablement.” (quoting Enzo Biochem, Inc.
    v. Calgene, Inc., 
    188 F.3d 1362
    , 1374 (Fed. Cir. 1999))); cf.
    Union Carbide Chems. & Plastics Tech. Corp. v. Shell Oil
    Co., 
    308 F.3d 1167
    , 1186 n.9 (Fed. Cir. 2002).
    Notably, PacBio had no evidence of actual reduction to
    practice of its own that would undermine Oxford’s evidence
    of non-enablement. As PacBio acknowledged, its reduction
    to practice was constructive only, i.e., took the form of its
    description in patent applications, without any accompany-
    ing real-world reduction to practice. See Oral Arg. 0:35–
    0:55. The jury heard from named inventor Dr. Turner that
    PacBio never performed nanopore sequencing in 2009, J.A.
    1104 (Tr. 244:10–15), and also heard stipulations of uncon-
    tested facts that PacBio had never performed the claimed
    methods, J.A. 1501 (Tr. 1217:7–1219:6); J.A. 5013–14. The
    jury had evidence, as well, that conveyed an intent by Pac-
    Bio to “tangle . . . up” and “fool” competitors with its pa-
    tents, language that might be understood to point away
    from PacBio’s having achieved an enabled method. J.A.
    1989; J.A. 1105 (Tr. 247:12–13).
    Viewing the facts most favorably to Oxford, we think
    that the record supports the legal conclusion that the dis-
    closures of the ’400 and ’323 patents, even when combined
    with knowledge of relevant artisans, required undue exper-
    imentation to enable the full scope of the relevant claims.
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    16   PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES
    B
    We review a decision denying a motion for a new trial
    for abuse of discretion, following the law of the regional cir-
    cuit, here, the Third Circuit. See Vectura Ltd. v Glax-
    oSmithKline LLC, 
    981 F.3d 1030
    , 1035 (Fed. Cir. 2020); see
    also Jester v. Hutt, 
    937 F.3d 233
    , 238 (3d Cir. 2019). “Un-
    der Third Circuit law, a district court should grant a new
    trial only if the jury’s verdict is against the great weight of
    evidence and either is a miscarriage of justice or cries out
    to be overturned.” Vectura, 981 F.3d at 1035; Leonard v.
    Stemtech Int’l Inc., 
    834 F.3d 376
    , 386 (3d Cir. 2016). The
    district court has broad discretion in not setting the verdict
    aside. Leonard, 834 F.3d at 386.
    1
    PacBio first seeks a new trial based on the jury’s ver-
    dict that the asserted claims are invalid for lack of enable-
    ment. See PacBio Opening Br. 42. PacBio’s two-sentence
    argument summarily asserts, as a basis for a new trial,
    that Dr. Goldman “offered only ‘general and vague’ state-
    ments regarding enablement” and “admitted that” he could
    not recall specific examples showing a lack of enablement.
    Id. For the reasons explained above, Dr. Goldman’s testi-
    mony does not stand alone, and the jury could reasonably
    rely on the evidence as a whole to determine that the claims
    at issue were not enabled. We draw no different conclusion
    when asking if the district court abused its discretion in
    deeming the evidence sufficient for purposes of the new-
    trial standard.
    2
    PacBio also argues that a new trial is necessary based
    on Oxford’s references to COVID-19 and the possible con-
    sequences of an infringement verdict for COVID-19. See
    PacBio Opening Br. 44–53. A new trial based on improper
    remarks is proper if “the appellee made prejudicial re-
    marks and it is ‘reasonably probable’ those prejudicial
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    PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES      17
    remarks influenced the jury’s verdict.” Vectura, 981 F.3d
    at 1042 (quoting Draper v. Airco, Inc., 
    580 F.2d 91
    , 97 (3d
    Cir. 1978)). “On the issue of the impact of improper con-
    duct at trial, the views of the judge who supervised the trial
    proceedings are entitled to considerable weight.” Vectura,
    981 F.3d at 1044. We see no abuse of discretion in the dis-
    trict court’s determination that the opening remarks were
    not sufficiently likely to have influenced the jury to create
    a miscarriage of justice.
    As described above, PacBio, which presented its open-
    ing statement to the jury first, itself mentioned the possible
    connection between COVID-19 and the technology at issue.
    And despite knowing that Oxford would mention COVID-
    19 in its opening, PacBio did not object in advance. When
    Oxford, in its opening, made a considerably more extended
    mention of COVID-19 in connection with references to ear-
    lier litigation and PacBio’s alleged effort to exclude Ox-
    ford’s products, PacBio objected that the references to
    earlier litigation and the purported effort to exclude Ox-
    ford’s products violated the MIL Order. The next day, be-
    fore testimony commenced, PacBio and the court treated
    the references to COVID-19 as related to the MIL Order
    violation, and the court gave exactly the curative instruc-
    tion that PacBio requested. The court also required that
    the parties “carefully disclose to one another any reference,
    any evidence, any suggestion that” they might make to
    COVID-19 later in the trial and bring any disputes to the
    court’s attention before the subject was mentioned to the
    jury. J.A. 1157 (Tr. 294:6–12). The court used that proce-
    dure later during trial to prevent evidence from reaching
    the jury that it deemed prejudicial. See J.A. 1339–40 (Tr.
    860:3–864:15). Not until after the verdict did PacBio re-
    quest a new trial based on the remarks Oxford made in its
    opening. After the opening, Oxford did not refer to COVID-
    19 or violate the MIL Order.
    In denying the motion for a new trial, the district court
    did not consider the request for a new trial to have been
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    18   PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES
    forfeited. Rather, the court addressed and rejected it on its
    merits, considering all the circumstances. See Post-Trial
    Decision, 
    2020 WL 4699049
    , at *8. The court determined
    that there was not a high enough likelihood, in light of the
    curative instructions, that Oxford’s improper opening
    tainted the jury’s consideration of the issues to justify or-
    dering a new trial. 
    Id.
     at *8–9.
    The court reasonably found support for that determi-
    nation in PacBio’s own conduct and contemporaneously ex-
    pressed views about references to COVID-19 before the
    jury, including PacBio’s mention of the subject in its open-
    ing and its request for no more than curative instructions
    (which the court gave). See Post-Trial Decision, 
    2020 WL 4699049
    , at *6–7. It reasonably found no improper conduct
    beyond the opening statement. 
    Id. at *5
    . The court also
    reasonably concluded that there was “no indication of any
    sort that the jury did anything other than what it was sup-
    posed to do.” 
    Id. at *8
    . The district court noted the jury’s
    care in its deliberations, reflected in the questions the jury
    asked of the court before reaching its verdict. 
    Id.
     The court
    further noted that, after receiving the case on March 17
    and deliberating through the afternoon, the jury was of-
    fered the option of continuing for a few hours or instead
    returning to the courthouse the next day, and it opted to
    return on March 18, which it did, deliberating for two hours
    in the morning before returning its verdict. 
    Id.
     Finally,
    the court reasoned that the jury’s careful substantive focus
    was reflected in the fact that the jury, though giving Oxford
    a bottom-line victory of invalidity, distinguished the writ-
    ten-description challenge (which it rejected) from the ena-
    blement challenge (which it accepted). 
    Id. at *6
    . Although
    PacBio asserts that the distinction shows confusion, we see
    no basis for such a conclusion, as the legal standards are
    different, and the evidence allowed a conclusion that the
    problem with PacBio’s patents was not that their specifica-
    tion failed to describe the combined elements of their
    claims so as to indicate PacBio’s invention of the
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    PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES       19
    combination but, rather, that the specification, together
    with relevant artisans’ knowledge, did not enable the ac-
    tual performance of the claimed methods in their full scope.
    See Ariad Pharms., Inc. v. Eli Lilly & Co., 
    598 F.3d 1336
    ,
    1345 (Fed. Cir. 2010) (en banc) (distinguishing the two
    standards)
    Given all the circumstances, we do not see a basis for
    disturbing the district court’s assessment that there was
    an insufficient likelihood that the improper opening re-
    marks had an adverse impact on the ultimate verdict to
    justify a new trial in this case. A contrary conclusion is not
    supported by the cases on which PacBio chiefly relies. In
    Fineman v. Armstrong World Industries, Inc., the Third
    Circuit affirmed the district court’s own assessment of prej-
    udice as warranting a retrial where, during closing (just
    before deliberations), plaintiff’s counsel “improperly testi-
    fied to his own truthfulness and trustworthiness, supplied
    ‘facts’ not in evidence about the credibility of [defendant’s]
    witnesses, accused [defendant’s] witnesses of being ‘liars’
    and ‘perjurers,’ and levied ‘an unadorned, disparaging at-
    tack’ upon defense counsel throughout his summation.”
    
    980 F.2d 171
    , 207 (3d Cir. 1992); see also 
    id.
     at 208–09. In
    Blanche Road Corp. v. Bensalem Township, another affir-
    mance by the Third Circuit of a district court’s own assess-
    ment that a retrial was needed, counsel accused the trial
    judge, in front of the jury, of not treating him fairly,
    vouched for the credibility of witness testimony, and re-
    ferred to documents not in the record during closing argu-
    ments. 
    57 F.3d 253
    , 264 (3d Cir. 1995). In Draper v. Airco,
    Inc., the Third Circuit reversed the district court’s rejection
    of a new-trial motion and required a new trial, but it did so
    based on an exceptional combination of improper actions
    by plaintiff’s counsel during closing: “(1) he attempted to
    prejudice the jurors through repeated inappropriate refer-
    ences to the defendants’ wealth; (2) he asserted his per-
    sonal opinion of the justness of his client’s cause; (3) he
    prejudicially referred to facts not in evidence; and (4)
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    20   PACIFIC BIOSCIENCES   v. OXFORD NANOPORE TECHNOLOGIES
    without provocation or basis in fact, he made several prej-
    udicial, vituperative[,] and insulting references to opposing
    counsel.” 
    580 F.2d at 95
    ; see also 
    id.
     at 96–97 (concluding
    that counsel’s “closing address to the jury contains such nu-
    merous and serious violations of so many rules of proper
    argument” that curative instructions were not enough).
    The present case, in the timing and isolated character of
    the improper statements, along with the other circum-
    stances we have described, materially differs from PacBio’s
    authorities. See Fineman, 
    980 F.2d at 208
     (noting cases
    where “isolated” improper remarks did not warrant a new
    trial).
    In sum, we see an inadequate basis here to substitute
    our judgment about prejudice for the judgment of the dis-
    trict court. “Because the trial judge was present and able
    to judge the impact of counsel’s remarks, we defer to his
    assessment of the prejudicial impact.” Leonard, 834 F.3d
    at 399 (citation omitted). Therefore, we affirm the denial
    of PacBio’s motion for a new trial on this ground.
    III
    For the foregoing reasons, we affirm the judgment of
    the district court.
    AFFIRMED