International Business Machines CorporationDownload PDFPatent Trials and Appeals BoardSep 1, 202014511702 - (D) (P.T.A.B. Sep. 1, 2020) 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. 14/511,702 10/10/2014 Thomas C. Conway YOR920140444US1 3604 48063 7590 09/01/2020 RYAN, MASON & LEWIS, LLP 48 South Service Road Suite 100 Melville, NY 11747 EXAMINER WOITACH, JOSEPH T ART UNIT PAPER NUMBER 1631 NOTIFICATION DATE DELIVERY MODE 09/01/2020 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): nyoffice@rml-law.com wel@rml-law.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ________________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ________________ Ex parte THOMAS C. CONWAY and KELLY L. WYRES1 ________________ Appeal 2020-001476 Application 14/511,702 Technology Center 1600 ________________ Before JEFFREY N. FREDMAN, ULRIKE W. JENKS, and JOHN G. NEW, Administrative Patent Judges. NEW, Administrative Patent Judge. DECISION ON APPEAL 1 We use the term “Appellant” to refer to the “applicant” as defined in 37 C.F.R. § 1.142. Appellant identifies International Business Machines Corporation as the real party-in-interest. App. Br. 1. Appeal 2020-001476 Application 14/511,702 2 SUMMARY Appellant files this appeal under 35 U.S.C. § 134(a) from the Examiner’s Final Rejection of claims 21–38 as unpatentable under 35 U.S.C. § 101 as being directed to nonstatutory subject matter. We have jurisdiction under 35 U.S.C. § 6(b). We AFFIRM. NATURE OF THE CLAIMED INVENTION Appellant’s claimed invention is directed to a method of extracting short fixed-length source sub-sequences from a collection of source sequences derived from a sample for which a biological signature is to be determined. Abstr. REPRESENTATIVE CLAIM Claim 21 is representative of the claims on appeal and recites: 21. An article of manufacture comprising a computer readable storage medium for storing computer readable program code and data for identifying a biological signature of a sample which, when executed, causes a computer node to perform the steps of: extracting short fixed length source sub-sequences from a collection of source biological sequence data obtained from a biological sequence data source operatively coupled to a processor device of the computer node via a communications network, wherein the collection of source biological sequence data is derived from a sample for which a biological signature is to be identified, wherein the collection of source biological sequence data and the extracted short fixed length source sub- sequences are stored in the storage medium; compiling the extracted short fixed length source sub- sequences to determine the frequency of each within the collection, wherein the respective frequencies of the extracted Appeal 2020-001476 Application 14/511,702 3 short fixed length source sub-sequences are stored in the storage medium; using overlaps between the short fixed length source sub- sequences to find a chain of overlaps from one or more first sub- sequences to one or more second sub-sequences, wherein each of the one or more first sub-sequences is equivalent to a pre- flanking reference marker sequence, wherein each of the one or more second sub-sequences is equivalent to a post-flanking reference marker sequence, and wherein each of the reference marker sequences flank a region containing a repetitive sequence region, wherein the references marker sequences are obtained from a reference database operatively coupled to the processor device via the communications network, and wherein the chain of overlaps from the one or more first sub-sequences to the one or more second sub-sequences is stored in the storage medium; in response to determining that the chain comprises a cycle containing multiple instances of the one or more short fixed length source sub-sequences, analyzing the source biological sequence data to find one or more sequences that span the cycle, and at least one of: (i) using the lengths of the spanning sequences to determine the length of the cycle and (ii) counting the number of repeat motif copies within each spanning sequence, wherein the results of the analysis are stored in the storage medium; identifying the biological signature for the sample based on the analysis and the at least one of the length of the cycle and the number of repeat motif copies within each spanning sequence, wherein the identified biological signature is stored in the storage medium; and presenting the identified biological signature to at least one of a system or a user device for use in one or more of determining a genetic relatedness of subjects and observing an epidemiological trend, wherein the system and the user device are operatively coupled to the processor device via the communications network. App. Br. 18–19. Appeal 2020-001476 Application 14/511,702 4 ISSUES AND ANALYSES We adopt the Examiner’s findings, reasoning, and conclusion that the claims on appeal are directed to non-statutory subject matter. We address the arguments raised by Appellant below. Issue Appellant argues that the Examiner erred in concluding that the claims recite no more than “the analysis and calculation of overlapping sequences to obtain a number representing the copy number of a repeat motif in a sequence data” and are therefore directed to a judicial exception to 35 U.S.C. § 101. App. Br. 8 (quoting Final Act. 3). Analysis The Examiner finds that independent claim 21 recites identifying a number of repeats based on the number of compiled sequences in a given span, and includes that results of analysis steps are “stored in the storage medium” and the additional step of “presenting the identified biological signature to at least one of a system or a user device.” Final Act. 3. The Examiner finds that the claims are directed to the statutory category of a product, i.e., a readable storage medium. Final Act. 3. The Examiner next finds that the recited steps for the analysis and calculation of overlapping sequences to obtain a number representing the copy number of a repeat motif in a sequence data is an abstract idea and, consequently, a judicial exception to Section 101. Id. Furthermore, the Examiner finds that the claims recite no additional steps or elements which have to be performed Appeal 2020-001476 Application 14/511,702 5 and which would produce a physical nucleic acid molecule based on the assessment of the sequence data provided in the recited steps. Id. at 3–4. The Examiner additionally finds that the claims are directed to nonstatutory subject matter because they recite only “a computer readable medium” and the claims, as recited, read on carrier waves, which are transitory propagating signals and therefore are not proper patentable subject matter. Final Act. 4 (citing In re Nuijten, 500 F.3d 1346, 1353–4 (Fed. Cir. 2006)). Appellant argues that the Examiner erred in failing to consider claim 21 as a whole. App. Br. 8. Appellant argues that the Examiner’s characterization of the claim limitations are mere paraphrased fragments of various features of independent claim 21. Id. Specifically, Appellant argues that claim 21 is directed to an article of manufacture comprising a computer readable storage medium for storing computer readable program code and data for identifying a biological signature of a sample. App. Br. 8. According to Appellant, the computer program code, when executed, causes a computer node to perform various steps, including “extracting short fixed length source sub-sequences from a collection of source biological sequence data,” “compiling the extracted short fixed length source sub-sequences to determine the frequency of each within the collection,” “using overlaps between the short fixed length source sub-sequences to find a chain of overlaps from one or more first subsequences to one or more second sub-sequences,” and “in response to determining that the chain comprises a cycle containing multiple instances of the one or more short fixed length source subsequences, analyzing the source biological sequence data to find one or more sequences that span the Appeal 2020-001476 Application 14/511,702 6 cycle.” Id. Appellant contends that, in allegedly ignoring these limitations of the claims, the Examiner has failed to consider independent claim 21 as a whole, because, when evaluating the scope of a claim, every limitation of the claim must be considered. Id. (citing Diamond v. Diehr, 450 U.S. 175, 188– 89 (1981)). Appellant argues further that, even if one were to assume, arguendo, that claim 21 is directed to a judicial exception as the Examiner concludes, the claim is integrated into a practical application of the alleged judicial exception that imposes meaningful limits on the alleged judicial exception. App. Br. 9. Appellant asserts that claim 21 is directed to the practical application of identifying a biological signature for a sample. Id. Appellant argues that this goes well beyond the alleged abstract idea or judicial exception of “an abstract process that only manipulates data.” Id. (citing Final Act. 7). According to Appellant, elements in a claim that reflect “an improvement in the functioning of a computer, or an improvement to other technology or technical field” is evidence of integration into a practical application. Id. (quoting United States Patent and Trademark Office’s 2019 Revised Patent Subject Matter Eligibility Guidance, 84(4) Fed. Reg. 50, 53 (January 7, 2019) (the “2019 Guidance”)). Specifically, Appellant argues that genotypic characterization or genotyping “is an important method for the identification of organisms and the determination of relationships between them, often using DNA sequence data.” App. Br. 9 (quoting Spec. 2). Appellant points to the Specification as disclosing illustrative embodiments of the independent claim 21 that provide improvements in genotyping, including in Multiple Locus Variable number tandem repeat Analysis (“MLVA”). Id. at 9–10 (citing Spec. 5). Appellant Appeal 2020-001476 Application 14/511,702 7 asserts that next-generation sequencing (“NGS”) technologies, as disclosed in the Specification, generate large numbers (e.g., millions) of short, overlapping sequence reads, in which each base of a true sequence is sampled or sequenced multiple times, the extent of which is referred to as “coverage depth” where the true coverage depth varies across the sample sequence. Id. (citing Spec. 5–6). Appellant particularly points to the Specification’s disclosure that: In silico derivation of existing assays from NGS data is an important area of research and development, and is essential to enable compatibility between data sources. For MLVA in particular, no NGS based method exists to reliably derive the typing information (repeat motif numbers/amplicon lengths at each locus of interest). Id. (quoting Spec. 6). Appellant asserts that illustrative embodiments of the claimed arrangements meet the need for reliably deriving typing information, such as the number of repeat motif numbers and amplicon lengths at each locus of interest, for MLVA analysis, and that, prior to the invention of the Appellant’s claimed technique, there was no reliable method for doing so. Id. Appellant argues that the lack of any prior art rejection by the Examiner against any of the claims of the present application sustains this contention. Id. Summarizing, Appellant argues that claim 21 recites features including identifying a biological signature for a sample based on at least one of: (1) a length of a cycle containing multiple instance of one or more short fixed length source sub-sequences; and (2) a number of repeat motif copies within each spanning sequence. Appellant asserts that such features solve a technological problem in genotyping, particularly in MLVA analysis. Appeal 2020-001476 Application 14/511,702 8 Final Act. 10. As such, Appellant argues claim 21 integrates the alleged judicial exception of “manipulating data” into a practical application that provides improvements to the technological field of MLVA analysis and genotyping. Id. at 9–10. Appellant next points to the Examiner’s finding that “while the instructions of the judicial exception recite to obtain or store data, there are no additional steps or elements of the claims which actually have to be performed and would be considered producing a physical nucleic acid molecule based on the assessment of the sequence data.” App. Br. 11 (quoting Final Act. 3–4). Appellant responds that there is no requirement that in genotyping or MLVA, that a “physical nucleic acid molecule” is produced. Id. Appellant contends that that is not the “goal” or end result of genotyping or MLVA; rather, biological sequence data is derived from a sample for which a biological signature is to be identified, as recited in claim 21. Id. Appellant argues further that the Examiner's analysis does not address whether independent claim 21 recites “significantly more” than the alleged judicial exception. App. Br. 11. Appellant points to the Examiner’s conclusion that “[n]o additional steps are recited in the instantly claimed invention that would amount to significantly more than the [alleged] judicial exception,” without any reference to or discussion of the actual features recited in independent claim 21. Id. (alterations in original). Appellant asserts that the Supreme Court has identified various examples of limitations that qualify as “significantly more” when recited in a claim with an abstract idea including: (1) improvements to another technology or technical field; improvements to the function of the computer Appeal 2020-001476 Application 14/511,702 9 itself; (2) applying the judicial exception with, or by use of, a particular machine; (3) effecting a transformation or reduction of a particular article to a different state or thing; (4) adding a specific limitation other than what is well-understood, routine and conventional in the field; or (5) adding unconventional steps that confine the claim to a particular useful application; and other meaningful limitations beyond generally linking the use of a judicial exception to a particular technological environment. App. Br. 12 (citing United States Patent and Trademark Office, 2014 Interim Guidance on Patent Subject Matter Eligibility, 79(241) Fed. Reg. 74618, 74624 (2014) (the “Interim Guidance”)). Appellant contends MLVA and genotyping, as recited in claim 21, provide improvements to technology or the technical field. App. Br. 12. Appellant contends that embodiments of claim 21 disclosed in Appellant’s Specification overcome particular problems arising in the technological field of genotyping. Id. (citing, e.g., Spec. 5–6). Appellant asserts that the features recited by claim 21 provide solutions to overcome disadvantages associated with conventional biological sequence data processing techniques, such as in processing large numbers (e.g., millions) of short, overlapping sequences. Id. Appellant argues that a person of ordinary skill in the art would have appreciated the benefits and advantages provided by illustrative embodiments of independent claim 21 will increase as the number of sequences to be analyzed increases. Id. Appellant also contends that claim 21 recites features other than what is well understood, routine and conventional in the field and/or adds unconventional steps that confine independent claim 21 to particular useful applications. App. Br. 13. Appellant contends that the Final Office Action Appeal 2020-001476 Application 14/511,702 10 is devoid of any analysis of the features of claim 21 with regards to their being “well-understood, routine and conventional” as required by the Federal Circuit in Berkheimer v. HP Inc., 881 F.3d 1360, 1368 (Fed. Cir. 2018). Id. Appellant also points out that, in the present appeal, there are no prior art rejections of claim 21. App. Br. 14. According to Appellant, the Examiner’s implicit acknowledgment that a set of specific claim limitations are not anticipated, taught, or even suggested by a field of available art, while simultaneously alleging that the same specific claim limitations are somehow “well-understood, routine and conventional in the field” is counterintuitive and contrary to the clear standard put forth by the Supreme Court and the guidance detailed by the Federal Circuit. App. Br. 15 (citing, e.g., Ultramercial, LLC v Hulu, LLC, 772 F.3d 709 (Fed. Cir. 2014). Finally, Appellant disputes the Examiner’s characterization that claim 21 recites only a computer readable medium and therefore reads on transitory carrier waves. App. Br. 15. Appellant contends that claim 21 rather recites a computer readable storage medium, and that Appellant’s Specification discloses that a computer readable storage medium is not to be construed as being transitory signals. Id. (citing Spec. 18). As an initial matter, we agree with Appellant’s argument that the claim 21’s recitations of “a computer readable storage medium” is not directed to non-statutory subject matter because it fails to expressly exclude non-transitory signals. In Nuijten, upon which the Examiner relies, our reviewing court held that “physical but transitory forms of signal transmission such as radio broadcasts, electrical signals through a wire, and Appeal 2020-001476 Application 14/511,702 11 light pulses through a fiber-optic cable, …. are not directed to statutory subject matter.” Nuijten, 500 F.3d at 1353 (emphasis added). Appellant’s Specification expressly discloses that: A computer readable storage medium, as used herein, is not to be construed as being transitory signals per se, such as radio waves or other freely propagating electromagnetic waves, electromagnetic waves propagating through a waveguide or other transmission media (e.g., light pulses passing through a fiber-optic cable), or electrical signals transmitted through a wire. Spec. 18. The claims on appeal are thus directed to a storage medium, and not to a transitory signal, as in Nuijten2, and we are consequently not persuaded by the Examiner’s analysis in this respect. In performing an analysis of patentability under 35 U.S.C. § 101, we follow the framework set forth by the Supreme Court in Mayo Collaborative Services v. Prometheus Laboratories, Inc., 566 U.S. 66 (2012). We are also mindful of, and guided by, the 2019 Guidance. Appellant’s independent claim 21 recites: “An article of manufacture comprising a computer readable storage medium….” Independent claim 30 recites: “A non-transitory processor readable storage medium configured to store….” Following the first step of the Mayo analysis, we find that the 2 Nuitjen’s Claim 14, the sole independent claim, recited: A signal with embedded supplemental data, the signal being encoded in accordance with a given encoding process and selected samples of the signal representing the supplemental data, and at least one of the samples preceding the selected samples is different from the sample corresponding to the given encoding process. Nuitjen, 500 F.3d at 1351. Appeal 2020-001476 Application 14/511,702 12 claims are directed to a manufacture or composition of matter, and therefore fall into one of the broad statutory categories of patent-eligible subject matter under 35 U.S.C. § 101. In the next step of the Mayo analysis, we determine whether the claim at issue is directed to a nonstatutory, patent-ineligible concept, i.e., a law of nature, a phenomenon of nature, or an abstract idea. Mayo, 566 U.S. at 70– 71. If the claim is so directed, we next consider the elements of the claim both individually and “as an ordered combination” to determine whether additional elements “transform the nature of the claim” into a patent-eligible application. Id. at 78–79; see also Ariosa Diagnostics, Inc. v. Sequenom, Inc., 788 F.3d 1371, 1375 (Fed. Cir. 2015). Specifically, the Supreme Court considered this second step as determining whether the claim recites 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.” Mayo, 566 U.S. at 72–73. More specifically, in this second step of the Mayo analysis, we look to whether the claim recites one of the judicially-created exceptions to 35 U.S.C. § 101, i.e., an abstract idea, a law of nature, or a natural phenomenon. See 2019 Guidance 54 (Step 2A, Prong 1). If we determine that the claim recites a judicial exception, we then determine whether the limitations of the claim reciting the judicial exception are integrated into a practical application. Id. (Step 2A, Prong 2). Finally, if we determine that the claim is directed to a judicially- created exception to Section 101, we evaluate the claim under the next step of the Mayo analysis, considering the elements of each claim both individually and “as an ordered combination” to determine whether Appeal 2020-001476 Application 14/511,702 13 additional elements “transform the nature of the claim” into a patent-eligible application. Mayo, 566 U.S. at 78–79; see also 2019 Guidance 56 (Step 2B). Claim 21 recites a computer readable storage medium for storing readable program code and data, and performing, at a computer node, the following steps: (1) extracting short fixed-length source sub- sequences from a collection of source biological sequence data derived from a sample; (2) compiling the extracted short fixed-length source sub- sequences to determine their frequency; (3) using overlaps between the short fixed-length source sub-sequences to find a chain of overlaps from one or more first sub-sequences to one or more second sub-sequences; (4) analyzing the source biological sequence data to find one or more sequences that span the cycle, and (a) using the lengths of the spanning sequences to determine the length of the cycle and/or (b) counting the number of repeat motif copies within each spanning sequence; (5) identifying the biological signature for the sample based on the analysis; and (6) presenting the identified biological signature to at least one of a system or a user device. All of these steps may be performed on a generic computer processor. See Spec. 20 (“These computer readable program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus”). Independent claims 21 and 30 are so-called “Beauregard claims,” i.e., claims reciting a computer readable medium (e.g., a disk, hard drive, or other data storage device) containing program instructions for a computer to perform a particular process. See In re Beauregard, 53 F.3d 1583 (Fed. Cir. 1995). Consequently, the claims on appeal recite nothing more than a Appeal 2020-001476 Application 14/511,702 14 computer readable medium containing program instructions for executing the method recited in the limitations of the claims. See CyberSource Corp. v. Retail Decisions, Inc., 654 F.3d 1366, 1374 (Fed. Cir. 2011). We find that each of the recited steps of the method of claims 21 and 30, i.e., (1) extracting short fixed-length source sub-sequences stored in the storage medium; (2) compiling the sequences; (3) using overlaps between the sub-sequences to find a chain of overlaps; (4) analyzing the biological sequence data to find one or more sequences that span the cycle; (5) using the analysis to identifying the biological signature of the sample; and (6) presenting the results to a user, represent steps or processes that an individual could perform either mentally or with a pencil and paper. See Cybersource, 654 F.3d at 1373. What is essentially happening in these steps is that fixed-length base sequences are retrieved from memory and compiled, overlaps between the sequences are compared to construct a chain of overlaps spanning the cycle, and the analysis is used to identify the biological signature of the sample. Each of these steps involves either the retrieval and compiling of information or comparing the retrieved information to identify a pattern. All of these tasks are capable of being performed by a person without the use of a computer. Granted, such a task would be laborious and time consuming, but the essential question is whether a person, either mentally or with paper and pencil, could perform the steps recited in the claim. See Cybersource, 654 F.3d at 1372–73. Appellant has made no argument, or adduced any evidence, that the steps recited in the claims are beyond the mental capacities of an individual, or that they require a specialized computer or Appeal 2020-001476 Application 14/511,702 15 device. We therefore conclude that claim 21 recites a judicial exception to 35 U.S.C. § 101, viz., an abstract idea. Turning to the next step of our analysis (Step 2A, Prong 2) we inquire as to whether the abstract idea recited in the claims is integrated into a practical application. 2019 Guidance 54 (step 2A, prong 2). The Guidance provides additional context for this analysis, stating that: “A claim that integrates a judicial exception into a practical application will apply, rely on, or use 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.” Id. at 53. In the present case, we find that the claims recite no additional steps other than the abstract idea recite in steps (1)–(6), as implemented on a general-purpose computer, that would constitute integration into a practical application. As such, we find that the claims do not impose meaningful limits upon the abstract idea recited in the claims. For the same reason, we find that, considering the elements of each claim both individually and “as an ordered combination” the claims recite no additional elements or steps that would suffice to “transform the nature of the claim” into a patent-eligible application. Mayo, 566 U.S. at 78–79; 2019 Guidance at 56 (Step 2B). We are not persuaded by Appellant’s argument that the claims constitute “an improvement in the functioning of a computer, or an improvement to other technology or technical field” as evidence that the claims are integrated into a practical application. See App. Br. 12. In this analysis, we inquire whether the claims are directed to a specific improvement in the capabilities of computing devices, or, instead, to “a Appeal 2020-001476 Application 14/511,702 16 process that qualifies as an ‘abstract idea’ for which computers are invoked merely as a tool.” Enfish, LLC v. Microsoft Corp., 822 F.3d 1327, 1336 (Fed. Cir. 2016). In this instance, Appellant adduces no evidence that the claimed invention improves the capability of the computer employed in performing the calculations. On the contrary, Appellant’s Specification discloses that the recited steps can be performed upon a generic computer. See Spec. 18. Nor are we persuaded of the relevancy of Appellant’s argument with respect to Berkheimer’s requirement of an evidence-supported finding of fact that any additional steps are “conventional, routine and well understood,” for the simple reason that the claims do not recite any additional steps beyond those reciting the abstract idea itself. See Berkheimer, 881 F.3d at 1370. That the abstract idea is embedded in code stored on a computer readable medium that allows communication of the results of the method to a person is evidence that the claim elements, other than the abstract idea, are conventional. Appellant does not assert that the computer readable medium, generic processors, or communications networks are anything other than conventional, routine, and well-understood technologies. In summary, we conclude that (1) independent claims 21 and 30 recite an abstract idea, which is a judicial exception to Section 101 (Step 2A, Prong 1); (2) that the abstract idea is not integrated into a practical application (Step 2A, Prong 2); and (3) that there are no additional elements of the claims that transform the nature of the claim into a patent-eligible application. (Step 2B). We consequently affirm the Examiner’s rejection of independent claims 21 and 30 upon this ground. Appeal 2020-001476 Application 14/511,702 17 Furthermore, Appellant relies upon essentially the same arguments with respect to the patentability of dependent claims 22–29 and 31–38. For the reasons we have explained, we similarly affirm the Examiner’s rejection of these claims. CONCLUSION The Examiner’s rejection of claims 21–38 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)(iv). AFFIRMED Claims Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed 21–38 101 Nonstatutory subject matter 21–38 Copy with citationCopy as parenthetical citation