Martin G. Reese et al.Download PDFPatent Trials and Appeals BoardAug 28, 201914879912 - (D) (P.T.A.B. Aug. 28, 2019) Copy Citation UNITED STATES PATENT AND TRADEMARK OFFICE UNITED STATES DEPARTMENT OF COMMERCE United States Patent and Trademark Office Address: COMMISSIONER FOR PATENTS P.O. Box 1450 Alexandria, Virginia 22313-1450 www.uspto.gov APPLICATION NO. FILING DATE FIRST NAMED INVENTOR ATTORNEY DOCKET NO. CONFIRMATION NO. 14/879,912 10/09/2015 Martin G. Reese 28436-701.305 8720 21971 7590 08/28/2019 WILSON, SONSINI, GOODRICH & ROSATI 650 PAGE MILL ROAD PALO ALTO, CA 94304-1050 EXAMINER BRUSCA, JOHN S ART UNIT PAPER NUMBER 1631 NOTIFICATION DATE DELIVERY MODE 08/28/2019 ELECTRONIC Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. Notice of the Office communication was sent electronically on above-indicated "Notification Date" to the following e-mail address(es): patentdocket@wsgr.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ____________________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ____________________ Ex parte MARTIN G. REESE and CHARLES WHITE ____________________ Appeal 2018-006646 Application 14/879,912 Technology Center 1600 ____________________ Before DEMETRA J. MILLS, JOHN E. SCHNEIDER, and DAVID COTTA, Administrative Patent Judges. MILLS, Administrative Patent Judge. This is an Appeal under 35 U.S.C. § 134. The Examiner has rejected the claims as directed to patent ineligible subject matter.1 We have jurisdiction under 35 U.S.C. § 6(b). We affirm. 1 The rejections of the claims under 37 under 35 U.S.C.112 (pre AIA), second paragraph and on the ground of nonstatutory double patenting have been withdrawn by the Examiner and are thus no longer part of this appeal. Ans. 3. Appeal 2018-006646 Application 14/879,912 2 THE CLAIMED SUBJECT MATTER The Specification provides that, “a comprehensive analysis of the relationship between an individual’s genotype and phenotype requires a scoring matrix of variables along various dimensions and a method of using this matrix to determine the probability that a given genotype in a given individual will result in a given phenotype.” Spec. ¶ 28. Regarding the claimed multivariate scoring matrix, the Specification discloses that, all gene splice sites relevant to a variant are first identified by mRNA identification and alignments to the genomic DNA either through existing annotations or new annotations, thereby enabling both informatic and chemical retrieval of 5’ and 3’ splice site sequence regions. Second, variants with SNPs within these splice site regions and the associated sites are identified by the integrating and mapping of public and private mutations within these splicing associated sites. Third, the wild- type or original sequences and the mutated sequences are scored with one or more predictive models selected from the universe of: statistical models, such as weight matrix, Bayesian, hidden Markov models, semi- or general hidden Markov models; artificial intelligence models; and discriminative and predictive models related to binding affinity. This process results in splicing strength scores for the original variant and the variant with the SNP. The difference of these scores or any other metric applied to these scores can then be used to preselect markers for genotyping analysis and to score, rank, and prioritize factors in the construction of a multivariate scoring matrix. Spec. ¶ 69. Appellants do not argue the claims separately in the Brief, therefore we select claim 1, as a representative claim for purposes of this decision. Claim 1 reads as follows: Appeal 2018-006646 Application 14/879,912 3 1. A computer-implemented method for providing a therapeutic intervention to an individual based on an evaluation that is with respect to a probability that said individual will exhibit one or more phenotypic attributes using a multivariate scoring matrix that relates a plurality of genomic markers with probabilities of exhibiting phenotypic attributes, comprising: (a) evaluating each member of a set of genomic markers in data generated from sequencing a biological sample of said individual, wherein said genomic markers of said set are preselected based on association or other studies to be linked with at least a subset of said phenotypic attributes, and further wherein said genomic markers map to at least 1,000 sites; (b) accessing a database that comprises said multivariate scoring matrix comprising scoring matrix vectors, wherein said multivariate scoring matrix is algorithmically constructed and manipulated to relate said plurality of genomic markers with said probabilities of exhibiting said phenotypic attributes, wherein said probabilities are based at least in part on ontological relevance, and wherein said plurality of genomic markers comprise said genomic markers that map to said at least 1,000 sites; (c) using said database to compare each of said genomic markers of said set to said multivariate scoring matrix to obtain marker scores for each of said genomic markers, wherein each of said marker scores is indicative of a probability of exhibiting said one or more phenotypic attributes; (d) based on said marker scores, determining said probability that said individual will exhibit said one or more phenotypic attributes among said phenotypic attributes, to yield said evaluation; and (e) providing said therapeutic intervention to said individual based on said evaluation. Appeal 2018-006646 Application 14/879,912 4 DISCUSSION I. Patent Eligible Subject Matter, Principles of Law To determine whether claims are patent eligible under 35 U.S.C. § 101, we apply the Supreme Court’s two-step framework articulated in Alice Corp. v. CLS Bank Int’l, 573 U.S. 208 (2014). First, we determine whether the claims are directed to a patent-ineligible concept: laws of nature, natural phenomena, and abstract ideas. Id. at 216–17. If so, we then proceed to the second step to consider the elements of the claims “individually and ‘as an ordered combination’” to determine whether there are additional elements that “‘transform the nature of the claim’ into a patent-eligible application.” Id. at 217. In other words, the second step is to “search for an ‘inventive concept’—i.e., an element or combination of elements that is ‘sufficient to ensure that the patent in practice amounts to significantly more than a patent upon the [ineligible concept] itself.’” Id. at 217–18 (alteration in original). The Federal Circuit has described the Alice step-one inquiry as looking at the “focus” of the claims, their “character as a whole,” and the Alice step-two inquiry as looking more precisely at what the claim elements add—whether they identify an “inventive concept” in the application of the ineligible matter to which the claim is directed. See Elec. Power Grp., LLC v. Alstom S.A., 830 F.3d 1350, 1353 (Fed. Cir. 2016); Enfish, LLC v. Microsoft Corp., 822 F.3d 1327, 1335–36 (Fed. Cir. 2016); Internet Pat. Corp. v. Active Network, Inc., 790 F.3d 1343, 1346 (Fed. Cir. 2015). Appeal 2018-006646 Application 14/879,912 5 A. 2019 Revised Guidance The PTO recently published revised guidance that governs all patent- eligibility analysis under Alice and § 101 effective as of January 7, 2019. See USPTO, 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Reg. 50 (January 7, 2019) (“2019 Revised Guidance”). According to the 2019 Revised Guidance and under Alice step 1 (abstract idea), we first look to whether the claim recites: (1) any judicial exceptions, including certain groupings of abstract ideas (i.e., mathematical concepts, mental processes, or certain methods of organizing human activity such as a fundamental economic practice or managing personal behavior or relationships or interactions between people); and (2) additional elements that integrate the judicial exception into a practical application (see Manual of Patent Examining Procedure (“MPEP”) §§ 2106.05(a)–(c), (e)–(h)).2 See id. at 51–52, 55, Revised Step 2A, Prong One (Abstract Idea) and Prong Two (Integration into A Practical Application). A claim that integrates a judicial exception into a practical application applies, relies on, or uses the judicial exception in a manner that imposes a meaningful limit on the judicial exception, such that the claim is more than a drafting effort designed to monopolize the judicial exception. See id. at 54. When the judicial exception is so integrated, then the claim is not directed to a judicial exception and is patent eligible under § 101. Id. Only if a claim: (1) recites a judicial exception, and (2) does not integrate that exception into a practical application, do we then evaluate 2 All references to the MPEP are to the Ninth Edition, Revision 08–2017 (rev. Jan. 2018). Appeal 2018-006646 Application 14/879,912 6 whether the claim provides an “inventive concept” under Alice step 2. See id. at 56; Alice, 573 U.S. at 217–18. For example, we look to whether the claim: 1) adds a specific limitation beyond the judicial exception that is not “well-understood, routine, conventional” in the field (see MPEP § 2106.05(d)); or 2) simply appends well-understood, routine, and conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception. See, 2019 Revised Guidance, 84 Fed. Reg. at 56. Because there is no single definition of an “abstract idea” under Alice step 1, the PTO has recently recognized, for purposes of clarity, predictability, and consistency, key concepts identified by the courts as abstract ideas to explain the “abstract idea” exception. These concepts include the following three groupings: 1. Mathematical concepts—mathematical relationships, mathematical formulas or equations, mathematical calculations; 2. Mental processes—concepts performed in the human mind (including an observation, evaluation, judgment, opinion); and 3. Certain methods of organizing human activity—fundamental economic principles or practices (including hedging, insurance, mitigating risk); commercial or legal interactions (including agreements in the form of contracts; legal obligations; advertising, marketing or sales activities or behaviors; business relations); managing personal behavior or relationships or interactions between people (including social activities, teaching, and following rules or instructions). See id. at 52. According to the 2019 Revised Guidance, “[c]laims that do not recite [subject] matter that falls within these enumerated groupings of abstract Appeal 2018-006646 Application 14/879,912 7 ideas should not be treated as reciting abstract ideas,” except in rare circumstances. Id. at 53. Even if the claims recite any one of these three groupings of abstract ideas, these claims are still not “directed to” a judicial exception (abstract idea), and thus are patent eligible, if “the claim as a whole integrates the recited judicial exception into a practical application of that exception.” Id. For example, limitations that are indicative of “integration into a practical application” include: 1. Improvements to the functioning of a computer, or to any other technology or technical field — see MPEP § 2106.05(a); 2. Applying the judicial exception with, or by use of, a particular machine — see MPEP § 2106.05(b); 3. Effecting a transformation or reduction of a particular article to a different state or thing — see MPEP § 2106.05(c); and 4. Applying or using the judicial exception in some other meaningful way beyond generally linking the use of the judicial exception to a particular technological environment, such that the claim as a whole is more than a drafting effort designed to monopolize the exception — see MPEP § 2106.05(e). In contrast, limitations that are not indicative of “integration into a practical application” include: 1. Adding the words “apply it” (or an equivalent) with the judicial exception, or merely include instructions to implement an abstract idea on a computer, or merely uses a computer as a tool to perform an abstract idea — see MPEP § 2106.05(f); 2. Adding insignificant extra-solution activity to the judicial exception — see MPEP § 2106.05(g); and 3. Generally linking the use of the judicial exception to a particular technological environment or field of use — see MPEP § 2106.05(h). v See 2019 Revised Guidance, 84 Fed. Reg. at 54–55 (“Prong Two”). Appeal 2018-006646 Application 14/879,912 8 B. Rejection of Claims 1, 3, 9, 11, 13, 15, 17–19, 22–27, 29, and 31–373 under 35 U.S.C. § 101 The Examiner’s Rejection The Examiner rejects representative claim 1 under 35 U.S.C. § 101 because the claim is directed to a law of nature/abstract idea and does not recite additional elements that amount to significantly more than the judicial exception itself. Final Act. 4–5. The Examiner finds that claim 1 recites a natural correlation between genomic markers and a phenotype and also recites mental steps. The Examiner finds that, Independent claim 1 is directed to a judicial exception of an abstract idea of evaluating genomic markers of an individual by use of a database that relates markers with a probability of an associated phenotype, which is similar to the abstract idea of comparing information regarding a sample or test subject to a control or target data at issue in Univ. of Utah Research Found. v. Ambry Genetics Corp., (774 F.3d 755, 113 USPQ2d 1241 (Fed. Cir. 2014)). Final Act. 5. Appellants’ Position Appellants submit that, the claims are not directed to a judicial exception for at least the reason that (i) the claims are directed to an improvement to a computer-related technology, and (ii) the claims are directed to a particular way to achieve a desired outcome that do not altogether preempt an outcome or idea. App. Br. 12. Appellants argue that, the claimed method “improves upon 3 Claims 5–7, 10, 16, 20, and 21 have been withdrawn from consideration. App. Br. 25, 26 (Claims App’x). Appeal 2018-006646 Application 14/879,912 9 computer-implemented bioinformatics methods.” Id. at 14 (emphasis omitted). Appellants argue that: The method of claim 1 provides improvements to a computer technology at least because it allows for analysis of many markers (e.g., genomic markers that map to at least 1,000 sites) and providing a therapeutic intervention based on a phenotypic attribute without requiring the phenotypic attribute to be manifest ( e.g., “determining said probability that said individual will exhibit said one or more phenotypic attributes among said phenotypic attributes, to yield said evaluation; and [ ] providing said therapeutic intervention to said individual based on said evaluation”). Id. For the reasons discussed below, we are not persuaded that the Examiner erred in determining that the pending claims are directed to patent ineligible subject matter including, a law of nature and an abstract idea. C. Application of 2019 Revised Guidance Turning now to the 2019 Revised Guidance, we consider whether the claims are directed to any judicial exceptions, including certain groupings of abstract ideas, in particular: (a) mathematical concepts, (b) methods of organizing human activity, (c) mental steps, and (d) laws of nature. 2019 Revised Guidance, 84 Fed. Reg. at 52. Alice/Mayo—Step 1 (Law of Nature/Abstract Idea) Step 2A–Prongs 1 and 2 identified in the Revised Guidance Step 2A—Prong 1 The Judicial Exception Viewing the Examiner’s rejection through the lens of the Office’s recent guidance, we first determine whether the claim recites a judicial Appeal 2018-006646 Application 14/879,912 10 exception to patentability and then determine whether the claim—considered as a whole-is directed to that judicial exception. Claim 1 recites the mental processes of “evaluating” (step a, b, d), “comparing” (step c), and “determining” (step d), which fall into the category of “abstract ideas”. If a claim, under its broadest reasonable interpretation, covers performance in the mind but for the recitation of generic computer components, then it is still in the mental processes category unless the claim cannot practically be performed in the mind. See Intellectual Ventures I LLC v. Symantec Corp., 838 F.3d 1307, 1318 (Fed. Cir. 2016). The claim also recites the judicial exception of mathematical concepts, including an “algorithmically constructed” “multivariate scoring matrix,” and “probabilities of exhibiting phenotypic attributes.” The mathematical concepts used in the claimed method can also be considered as abstract ideas for evaluation of the law of nature. Parker v. Flook, 437 U.S. 584, 594 (1978) (“[T]he discovery of [a mathematical formula] cannot support a patent unless there is some other inventive concept in its application.”) (See also mathematical concepts - Parker v. Flook, 437 U.S. 584, 594–95 (1978); Diamond v. Diehr, 450 U.S. 175, 191 (1981)); and mental processes - (Gottschalk v. Benson, 409 U.S. 63, 69 (1972)). Thus, representative claim 1 is directed to a judicial exception to patentability. Step 2A—Prong 2 (Integration into Practical Application) See 2019 Revised Guidance, Revised Step 2A, Prong Two. Appeal 2018-006646 Application 14/879,912 11 As discussed above, we find that Appellant’s claim 1 recites a judicial exception to patentability of mental processes and mathematical concepts. Under the Revised Guidance, we next determine “whether the claim recites additional elements that integrate the exception into a practical application of that exception.” 84 Fed. Reg. at 54, italicized emphasis added. Limitations that are indicative of integration into a practical application include applying the natural law to effect a particular treatment or prophylaxis for a disease or medical condition. See, e.g., Classen Immunotherapies, Inc. v. Biogen IDEC, 659 F.3d 1057, 1066–68 (Fed. Cir. 2011); see Vanda Pharms. Inc. v. West-Ward Pharms. Int’l Ltd., 887 F.3d 1117, 1134–35 (Fed. Cir. 2018). (emphasis added). The Examiner finds that independent claim 1 comprises an additional element of providing a generic therapeutic intervention to an individual. Final Act. 6. We agree with the Examiner that claim 1 comprises an additional element of providing a generic therapeutic intervention to an individual, which is a routine clinical practice, and is not a practical application of an abstract idea. Evaluation of additional claim elements/specific claim steps The mathematical applications recited in claims 1 do not: (1) improve the functioning of a computer or other technology; (2) are not applied with any particular machine (except for a generic computer); (3) do not effect a transformation of a particular article to a different state; and (4) are not applied in any meaningful way beyond generally linking the use of the judicial exception to a particular technological environment, such that the Appeal 2018-006646 Application 14/879,912 12 claim as a whole is more than a drafting effort designed to monopolize the exception. See MPEP §§ 2106.05(a)–(c), (e)–(h). The additional elements recited in Appellants’ claims do not contain any “inventive concept” or add anything “significantly more” to transform the abstract concept into a patent-eligible application. We find that Appellants’ invention does not (1) provide a technical solution to a technical problem unique to the Internet, i.e., a “solution . . . necessarily rooted in computer technology in order to overcome a problem specifically arising in the realm of computer networks” (see DDR Holdings, LLC v. Hotels.com, L.P., 773 F.3d 1245, 1257 (Fed. Cir. 2014)) or (2) “entail[] an unconventional technological solution (enhancing data in a distributed fashion) to a technological problem (massive record flows which previously required massive databases)” and “improve the performance of the system itself” (see Amdocs Ltd. v. Openet Telecom, Inc., 841 F.3d 1288, 1300, 1302 (Fed. Cir. 2016)). In particular, claim 1 recites, “A computer-implemented method for providing a therapeutic intervention to an individual based on an evaluation that is with respect to a probability that said individual will exhibit one or more phenotypic attributes using a multivariate scoring matrix that relates a plurality of genomic markers with probabilities of exhibiting phenotypic attributes.” The preamble of the claims does not indicate how the detected genomic marker phenotypic probability is specifically used to treat patients. Nor does the preamble of the claim specify a particular treatment protocol for the probable phenotypic attribute, or address epigenetic considerations with respect to gene expression of phenotype. Appeal 2018-006646 Application 14/879,912 13 Step (a) of claim 1 recites, “evaluating each member of a set of genomic markers in data generated[]from sequencing a biological sample of said individual, wherein said genomic markers of said set are preselected based on association or other studies to be linked with at least a subset of said phenotypic attributes, and further wherein said genomic markers map to at least 1,000 sites.” As discussed above, this step recites a judicial exception and thus does not, by itself integrate the judicial exception into a practical application. Moreover, This step does not specifically indicate how the genomic markers are evaluated, and only specifies that the markers are preselected based on a generic subset of phenotypic attributes. How the subset of attributes is determined is not indicated. This step is considered a mental step/process as it is a process of evaluation, see 2019 Revised Guidance, 84 Fed. Reg. at 52, and is thus not a practical application of a judicial exception. To the extent this step is considered to require one to perform physical steps, it would not change the results of our analysis, because those steps involve the collection of information that is necessary to perform the evaluation of genomic markers and subsequent correlation with phenotype, i.e. mere data gathering. The end result of performing the steps of claim 1, is an analysis of naturally occurring genomes and their associated phenotype. This information is generically specified to determine a “treatment,” and, without more, amounts to “applying” the recited judicial exception to a field of use. Claims that amount to nothing more than an instruction to apply the abstract idea using a generic computer do not render an abstract idea patent eligible. Nor does adding the words “apply it” (or an equivalent) to a judicial exception, or merely including instructions to implement an abstract idea on Appeal 2018-006646 Application 14/879,912 14 a computer, or merely using a computer as a tool to perform an abstract idea, render an abstract idea patent eligible. See MPEP § 2106.05(f). Significantly, unlike the claim in Vanda Pharms. Inc. v. West-Ward Pharms. Int’l Ltd., 887 F.3d 1117, 1135 (Fed. Cir. 2018), claim 1 recites a use of the claimed method at a high level of generality, requiring only that “therapeutic intervention” be provided to “said individual based on said evaluation.” In Vanda, the claim was found to be a patent-eligible application because the claimed step of identifying a patient’s CYP2D6 genotype was used to determine how much of a drug to actually administer to the patient experiencing a particular condition, schizophrenia, i.e., the claim was directed to treating a specific patient rather is a specific way. The court in Vanda found that the genotype of the patient (a naturally-occurring phenomenon) was integrated into a new way of using a specific existing drug, iloperidone, to treat a patient having a specific condition, and thus was patent-eligible. Id. Rejected claim 1 uses the natural occurring genomic relationship between genes and their phenotypic expression, but unlike Vanda, the appealed claim does not require this result to be applied in a specific, practical way, such as a specific/particular treatment. Thus, like Mayo, the “ordered combination [of steps] adds nothing to the laws of nature that is not already present when the steps are considered separately.” Mayo, 566 U.S. at 79. The claims provide no specific instruction to the skilled artisan who wants to use the correlation between the phenotypic expression of a gene and a treatment regimen. Claim 1, step (b), describes “accessing a database that comprises said multivariate scoring matrix comprising scoring matrix vectors, wherein said Appeal 2018-006646 Application 14/879,912 15 multivariate scoring matrix is algorithmically constructed and manipulated to relate said plurality of genomic markers with said probabilities of exhibiting said phenotypic attributes, wherein said probabilities are based at least in part on ontological relevance, and wherein said plurality of genomic markers comprise said genomic markers that map to said at least 1,000 sites.” This step is directed to an abstract idea as it recites purely mathematical concepts, mathematic data manipulation and statistical analysis of data and thus does not integrate the recited judicial exception into a practical application. Claim 1, step (c) recites, “using said database to compare each of said genomic markers of said set to said multivariate scoring matrix to obtain marker scores for each of said genomic markers, wherein each of said marker scores is indicative of a probability of exhibiting said one or more phenotypic attributes.” This step is directed to an abstract idea as it recites purely mathematic concepts, data manipulation and statistical calculations and thus does not integrate the recited judicial exception into a practical application. Claim 1, step (d), recites, “based on said marker scores, determining said probability that said individual will exhibit said one or more phenotypic attributes among said phenotypic attributes, to yield said evaluation.” This step is directed to an abstract idea as it recites purely mathematic data manipulation and statistical calculations and thus does not integrate the recited judicial exception into a practical application. Finally, claim 1 step (e) recites, “providing said therapeutic intervention to said individual based on said evaluation.” The claim in Mayo is similar to the recited claim in that it was directed to using naturally- Appeal 2018-006646 Application 14/879,912 16 occurring levels of a drug metabolite to determine how much of the drug to subsequently administer to a patient. Mayo, 566 U.S. at 74–75. This is analogous to how naturally-occurring genomic markers are correlated in the rejected claims to a phenotypic attribute and generic treatment in the present case. As stated by the Court in Mayo, the combination of steps in the claim “amounts to nothing significantly more than an instruction to doctors to apply the applicable laws when treating their patients.” Mayo, 566 U.S. at 79. The Court found that steps of the claim “simply tell doctors to gather data from which they may draw an inference in light of the correlations.” Id. Here, as in Mayo, rejected claim 1 sets forth a law of nature, namely, a natural relationship or natural correlation between genotype and phenotype and an unspecified treatment based on that phenotype. For these reasons, is not directed to a practical application of an abstract idea. In summary, steps (a)-(d) of claim 1 recite mental processes; steps (b), (c) and (d) recite the abstract ideas of mathematical concepts/operations; and step (e) recites applying a law of nature for a generic treatment, with nothing more. Accordingly, we conclude that claim 1 recites, and is directed to multiple judicial exceptions to patentability. Claim 1 is not directed to a practical application of an abstract idea. In contrast to DDR and Amdocs, the application of statistical calculations to the natural phenomenon inherent in genomic material, does not provide a technical solution to a technical problem, i.e., a “solution . . . necessarily rooted in computer technology in order to overcome a problem specifically arising in the realm of computer networks.” DDR, 773 F.3d at 1257. Nor does Appellants’ invention entail, like Amdocs, any “unconventional technological solution (enhancing data in a distributed Appeal 2018-006646 Application 14/879,912 17 fashion) to a technological problem (massive record flows which previously required massive databases)” that “improve[s] the performance of the system itself.” Amdocs, 841 F.3d at 1300, 1302. Instead, the claimed method applies statistical calculations to evaluate a natural phenomenon relating to genomic material and does not to improve any underlying technology or provide a solution to any technological problem. For these reasons, we agree with the Examiner’s determination that Appellants’ claim 1 is directed to an abstract idea, mental processes, and data manipulation, that find that this judicially excepted subject matter is not integrated into a practical application. Alice/Mayo—Step 2 (Inventive Concept) Step 2B identified in the Revised Guidance Under the 2019 Revised Guidance, only if a claim: (1) recites a judicial exception, and (2) does not integrate that exception into a practical application, do we then look to whether the claim adds a specific limitation beyond the judicial exception that is not “well-understood, routine, conventional” in the field (see MPEP § 2106.05(d)); or, simply appends well-understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception. See 2019 Revised Guidance, 84 Fed. Reg. at 56. The Examiner found that providing a generic therapeutic intervention to an individual, was a routine clinical practice, and was well known, routine and conventional. Final Act. 7. In particular, the Examiner found that The additional [claim] elements are conventional. Cooper et al. (Nucleic Acids Research Vol. 26, pages 285-287 (1998) cited in the Information Disclosure Statement received 27 October 2015) provides evidence that generating a database of Appeal 2018-006646 Application 14/879,912 18 mutations with at least 1,000 genomic markers of relevance to human phenotypes is conventional by showing a prior art database that relates genotypes and phenotypes. Cooper et al. shows in Table 1 that the database has 11.972 different mutations in the database. Vogelstein et al. (Proceedings of the National Academy of Sciences USA Vol. 96, pages 9236-9241 (1999)) provides evidence that assaying genomic markers in a human genome by amplification is conventional. Vogelstein et al. shows a polymerase chain reaction procedure that detects mutations in a sample in figures 2-5 and Table 1. Shi (Clinical Chemistry Vol. 4 7, pages 164-172 (2001)) reviews methods of detecting mutations, and shows on page 166 that sequencing may be used to detect mutations in a sample. The additional elements do not comprise an inventive concept when considered individually or as an ordered combination that transforms the claimed judicial exception into a patent-eligible application of the judicial exception. Final Act. 7 Appellants rely on the Declaration of Dr. Reese4 to show that the claimed method includes elements that are not routine and conventional. App. Br. 21. Dr. Reese states that: At the time of the claimed invention, rapid advances in sequencing technology were vastly increasing the amount of sequencing data available for analysis. This increase created a number of obstacles that were addressed using the multivariate scoring matrix of the claimed invention. Examples of such improvements are outlined below. The multivariate scoring matrix of the claimed invention allows for the rapid evaluation of multiple phenotype risks, as the entire genotypic dataset may only need to be evaluated a single time to determine risks for all evaluated phenotypes. 4 Declaration of Martin D. Reese, Ph.D., pursuant to 37 C.F.R. § 1.132 dated June 29, 2016 (“Reese Declaration”). Appeal 2018-006646 Application 14/879,912 19 Reese Declaration ¶¶ 6, 7. Appellants contend that, in the claimed method the “analysis uses complex relationships between genotype and phenotype to provide a many to many analysis of input genotype information, rather than a mere one-to-one correlation.” App. Br. 12. Appellants further argue that, the Declaration evidences that, the method of claim 1 [-] (1) improves upon computer related- technology by performing a function not previously performable by a computer (“evaluation that is with respect to a probability that said individual will exhibit one or more phenotypic attributes using a multivariate scoring matrix that relates a plurality of genomic markers with probabilities of exhibiting phenotypic attributes”), and (2) provides a particular way to achieve a desired outcome, as opposed to merely claiming an idea of a solution or outcome. Id. at 13–14. Appellants argue that: As in McRO, … claim 1 sets forth detailed limitations that define a way to produce an outcome (e.g., determining a probability that an individual will exhibit said one or more phenotypic attributes to yield said evaluation and providing a therapeutic intervention based on the evaluation) without claiming all methods of doing so. Id. at 18. We disagree because Appellants have not shown that the claims on appeal add a specific limitation beyond the judicial exception that is not well-understood, routine, and conventional in the field. See MPEP § 2106.05(d). As the Federal Circuit explained “after Alice, there can remain no doubt: recitation of generic computer limitations does not make an otherwise ineligible claim patent-eligible.” DDR, 773 F.3d at 1256 (citing Alice, 573 U.S. at 223). Appellants have not identified any additional element recited in Appellants’ claims that is not well-understood, routine, and conventional to Appeal 2018-006646 Application 14/879,912 20 a skilled artisan. The law is clear that the claim element to be considered under Alice step 2 cannot be the abstract idea itself. Berkheimer v. HP Inc., 890 F.3d 1369, 1374 (Fed. Cir. 2018) (Moore, J., concurring) (“Berkheimer . . . leave[s] untouched the numerous cases from [the Federal Circuit] which have held claims ineligible because the only alleged ‘inventive concept’ is the abstract idea.”); BSG Tech LLC v. Buyseasons, Inc., 899 F.3d 1281, 1283 (Fed. Cir. 2018) (indicating same). “Groundbreaking, innovative, or even brilliant discovery does not by itself satisfy the § 101 inquiry.” Ass’n for Molecular Pathology v. Myriad Genetics, Inc., 569 U.S. 576, 591 (2013) ( emphasis added). For these reasons, we conclude, under the 2019 Revised Guidance, that each of Appellants’ claims, when considered as a whole, are directed to a patent-ineligible abstract idea that is not integrated into a practical application, and is not directed to an inventive concept. DECISION The Examiner’s rejection of the claims as directed to an abstract idea or law of nature under 35 U.S.C. § 101 is AFFIRMED. No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a)(1). See 37 C.F.R. § 1.136(a)(1)(iv). AFFIRMED Copy with citationCopy as parenthetical citation