Ex Parte Haines et alDownload PDFPatent Trials and Appeals BoardJun 28, 201912925221 - (D) (P.T.A.B. Jun. 28, 2019) Copy Citation UNITED STA TES p A TENT AND TRADEMARK OFFICE APPLICATION NO. 12/925,221 7590 Robert B. Aylor FILING DATE 10/13/2010 06/28/2019 9502 Bluewing Terrace Cincinnati, OH 45241 FIRST NAMED INVENTOR Robyn Aylor Haines 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 ATTORNEY DOCKET NO. CONFIRMATION NO. AYLOR-US4 8371 EXAMINER WEARE, MEREDITH H ART UNIT PAPER NUMBER 3791 MAIL DATE DELIVERY MODE 06/28/2019 PAPER 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. PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte ROBYN AYLOR HAINES and ROBERT BENSON AYLOR Appeal2019-000481 Application 12/925,221 Technology Center 3700 Before JENNIFER D. BAHR, WILLIAM A. CAPP, and SEAN P. O'HANLON, Administrative Patent Judges. BAHR, Administrative Patent Judge. DECISION ON APPEAL STATEMENT OF THE CASE Robyn Aylor Haines and Robert Benson Aylor (Appellants) appeal under 35 U.S.C. § 134(a) from the Examiner's decision rejecting claims 61- 79.1 We have jurisdiction under 35 U.S.C. § 6(b). We AFFIRM. 1 The claims addressed by the Examiner in the Final Action contained claim numbering informalities, in that the newly presented claims began with claim 60, but should have started with claim 61, as claims 1--60 had been canceled. See Final Act. 2. Further, Appellants skipped "75" in numbering that claim set. See id. Appellants corrected the claim numbering problems subsequent to the Final Action. See Ans. 2. Thus, the rejections applied to claims 60--74 and 76--79 in the Final Action now apply to claims 61-79, respectively, before us in this appeal. See id. Appeal2019-000481 Application 12/925,221 THE CLAIMED SUBJECT MATTER Claims 61 and 79 are independent. Claim 61, reproduced below, is illustrative of the claimed subject matter. 61. A method for aiding and improving the speed of determining the condition of a subject living entity at a particular time comprising: 1. a step of collecting at least one headspace material comprising volatile material or materials, either directly from around said subject living entity, or from around one or more samples of non-volatile material obtained from said subject living entity; 2. a step of analyzing said headspace material using a headspace-mass spectrometry test method to provide test results that are the mass spectral channel signals (m/z) after electron- ionization of the said volatile material in said headspace material; and 3. a step of comparing said test results from said subject living entity at a particular time to at least one of: A. similar reference test results created when said headspace-mass spectrometry test method is used on corresponding headspace material from said subject living entity at a time when said subject living entity's condition was known: or B. similar reference test results created when said headspace-mass spectrometry test method is used on corresponding headspace material obtained from at least one reference individual living entity or reference population of individual living entities where each reference individual living entity or individual living entity in a reference population of living entities shares one or more basic characteristics with said subject living entity, including similar genetic background, allergies, family history of susceptibility to diseases, and diet and also has at least one known or unknown condition of interest, to provide reference set test results representative of said known or unknown 2 Appeal2019-000481 Application 12/925,221 condition or conditions, all of the said test results being stored in digital form and said comparison of the test results from the said subject living entity at said particular time with at least one of the said similar reference test results being accomplished by data mining software to determine at least one of: a. based on the reference test results A., at least one of whether: 1. there is a change in the condition of the said subject living entity, or 2. what change has occurred in the condition of the said subject living entity: or 3. what is responsible for any change that has occurred in the condition of said subject living entity b. based on the reference test results B., which reference set or sets, of test results, obtained from at least one of said reference set living entities or population of living entities contains one or more patterns that match one or more patterns found within the test results from the subject living entity at said particular time. REJECTIONS I. Claims 61-79 stand rejected under 35 U.S.C. § 112, second paragraph, as being indefinite. II. Claims 61-79 stand rejected under 35 U.S.C. § 101 as being directed to a judicial exception without significantly more. III. Claims 61-72, 74, 75, 78, and 79 stand rejected under 35 U.S.C. § I03(a) as unpatentable over Braun (US 7,101,340 Bl, issued Sept. 5, 2006), Fletcher (US 4,003,257, issued Jan. 18, 1977), and Hitt (US 2003/0004402 Al, published Jan. 2, 2003). 3 Appeal2019-000481 Application 12/925,221 IV. Claim 73 stands rejected under 35 U.S.C. § I03(a) as unpatentable over Braun, Fletcher, Hitt, and Butler (US 2005/0245835 Al, published Nov. 3, 2005). V. Claims 76 and 77 stand rejected under 35 U.S.C. § I03(a) as unpatentable over Braun, Fletcher, Hitt, and Appel (Lawrence J. Appel et al., A Clinical Trial of the Effects of Dietary Patterns on Blood Pressure, 336 N Engl J Med 1117 (1997)). DISCUSSION Rejection I-Indefiniteness2 Principles of Law Pertaining to Indefiniteness "As the statutory language of 'particular[ity]' and 'distinct[ness]' indicates, claims are required to be cast in clear-as opposed to ambiguous, vague, indefinite-terms." In re Packard, 751 F.3d 1307, 1313 (Fed. Cir. 2014) (citation omitted). Id. At the same time, this requirement is not a demand for unreasonable precision. The requirement, applied to the real world of modem technology, does not contemplate in every case a verbal precision of the kind found in mathematics. Nor could it do so in a patent system that actually works, in practice, to provide effective protection for modem-day inventions. Rather, how much clarity is required necessarily invokes some standard of reasonable precision in the use of language in the context of the circumstances. 2 Appellants' claim amendments subsequent to the Final Action have overcome many, but not all, of the rejections under 35 U.S.C. § 112, second paragraph. See Ans. 2-3. 4 Appeal2019-000481 Application 12/925,221 Claims, when read in light of the specification, must "reasonably apprise those skilled in the art both of the utilization and scope of the invention" using language "as precise as the subject matter permits." Id. In determining whether a claim is definite under 35 U.S.C. § 112, second paragraph, "[t]he USPTO, in examining an application, is obliged to test the claims for reasonable precision according to [this principle]." Id. "[I]f a claim is amenable to two or more plausible claim constructions, the USPTO is justified in requiring the applicant to more precisely define the metes and bounds of the claimed invention by holding the claim unpatentable under 35 U.S.C. § 112, second paragraph, as indefinite." Ex parte Miyazaki, 89 USPQ2d 1207, 1211 (BP AI 2008) (precedential). Analysis The Examiner determined that the terminology "headspace material" in the claims is unclear because gases, such as breath ( one of the possible samples identified in the Specification), "do not appear to have a 'headspace material' according to [the] art-recognized definition" of "headspace" "as the gaseous volume above a liquid or solid, e.g., in a closed container." Final Act. 3. Thus, according to the Examiner, "it is unclear if the 'headspace material' as recited in claim 6 [ 1] is intended to be limited to [the] art-recognized definition noted above (e.g., the gaseous volume above a liquid or solid), or is intended to include gaseous samples, such as breath, obtained directly from the living entity." Id. Appellants explain that, in accordance with "standard terminology," gaseous samples "are collected from the space around a subject for use in analysis and then converted into a liquid, placed in a container having a headspace, and the sample for analysis [is] taken from that headspace." 5 Appeal2019-000481 Application 12/925,221 Appeal Br. 4. Thus, Appellants contend that their use of the terminology "headspace material" in connection with breath samples is consistent with "standard terminology." Id. The Examiner does not specifically dispute that persons of ordinary skill in the art would understand "headspace material" in this context in association with gaseous samples such as breath, much less provide evidence to the contrary. Accordingly, we do not sustain the rejection of any of the claims as being indefinite on the basis that "headspace material" is unclear. The Examiner determined that the use of the term "similar" throughout the claims renders the claims indefinite because this "is a relative term which renders the claims indefinite[, t ]he term 'similar' is not defined by the claim[s], the [S]pecification does not provide a standard for ascertaining the requisite degree, and one of ordinary skill in the art would not be reasonably apprised of the scope of the invention." Final Act. 3. Thus, according to the Examiner, "it is unclear what test results and/or genetic backgrounds fall within the scope of 'similar' results/backgrounds." Id.; see also id. at 6 ( addressing the terms "similar" and "basically similar" in claim 68). Appellants submit that the term "'similar' in the context of the claim[ s] clearly refers to the need that the reference results should be obtained from reference individuals having both the same identified condition and, preferably similar characteristics so as to make the comparison as meaningful as possible." Appeal Br. 5. Appellants add that "[t]he invention's scope is not defined by the degree of similarity and there is ample disclosure relating to how to improve similarity," and that, "[b ]y its 6 Appeal2019-000481 Application 12/925,221 nature, 'similar' is variable with various degrees of similarity being better depending on the degree of similarity." Id. Appellants acknowledge that the term "similar," in the context of their claims, has some degree of variability, and that the degree of similarity may affect the accuracy of the results of the comparisons made. However, Appellants' Specification does discuss extraneous variables that should be minimized or eliminated to the degree possible, depending on what the investigator hopes to learn from the tests. See Spec. 10:26-12: 18. It may not be possible to assign a precise, quantitative definition to the term "similar" that would apply in all cases in the context of the claimed invention. However, a person having ordinary skill in the art would have a reasonable understanding of the degree to which variables such as diet, geography, age, gender, ethnic background, and the like might influence test results, especially with respect to particular conditions or diseases. Thus, we are not persuaded that a person having ordinary skill in the art would be unable to ascertain, with reasonable precision, taking into account the types of conditions or diseases that would be of concern for a subject living entity, given the characteristics ( diet, geography, age, gender, ethnic background, observed state of health at time of testing, etc.) of the subject living entity, how similar the reference tests or populations must be to those of the subject living entity in order to fall within the intended scope of the claimed invention. Accordingly, we do not sustain the rejection of any of the claims on the basis that the term "similar" is unclear. The Examiner determined that the term "corresponding" in clause B of claim 61 is indefinite because "it is unclear to what the headspace 7 Appeal2019-000481 Application 12/925,221 material corresponds, at least one reference living entity, a reference population of individual entities, etc." Final Act. 4. The Examiner explains that one reasonable interpretation of "corresponding" is that the "headspace material" of clause B of claim 61 "corresponds to the recited 'at least one reference individual living entity[' or] 'reference population of individual living entities,"' and another reasonable interpretation is that the headspace material collected from the reference individual/population corresponds to the headspace material collected from the subject living entity in the sense of having to be of the same type of material, e.g., breath samples. Ans. 6. The Examiner also determined that the term "corresponding" in claim 65 is likewise unclear. Final Act. 5. Appellants respond that "[ c ]learly the sample from a patient will correspond ( share the same essential parameters) with both the reference entity and entities in order for the comparison to be relevant." Reply Br. 4. 3 The Examiner has identified an ambiguity, namely, two reasonable interpretations of the term "corresponding" in claim 61, and Appellants' response is unavailing to resolve that ambiguity. Accordingly, we sustain the rejection of claims 61 and 65, as well as claims 62---64 and 66-78, which depend from claim 61, and, thus, inherit the aforementioned ambiguity. 4 3 The Reply Brief does not include page numbers. Thus, for convenience, we refer herein to the pages of the Reply Brief as if numbered consecutively beginning with the page captioned "REPLY BRIEF BEFORE THE BOARD OF PATENT APPEALS AND INTERFERENCES" as page 1. 4 Notably, the Examiner did not reject independent claim 79, which recites "using corresponding reference headspace samples taken from at least one of ... said subject living entity at a time when the said subject living entity's condition was known" or at least one reference living entity, on this particular basis. See Final Act. 2-7; Ans. 4--7; Appeal Br. 41--42 (Claims App.). In the event of future prosecution of the claimed subject matter, the 8 Appeal2019-000481 Application 12/925,221 The Examiner determined that the limitation "specific time" in claim 62 renders claim 62 indefinite because it is unclear whether "specific time" is the same as the "particular time" recited in claim 61, or whether this limitation is intended to recite additional testing at a different time from the "particular time" of claim 61. Final Act. 4. In response, Appellants submit that "[s]ince the action is the same at either time, 'specific' and 'particular' can be used interchangeably," and "[t]here is no difference." Appeal Br. 7. According to Appellants, "[i]t all depends upon what answer is sought and what time is selected." Id. The Examiner states, and we agree, that "[i]f the terms are interchangeable and/or mean the same thing, the claim(s) should be amended to use one of 'particular time' or 'specific time' consistently to clarify this intention." Ans. 7. Appellants state that they "stand ready to make the change to a consistent term if this rejection is upheld." Reply Br. 5. For the above reasons, Appellants do not apprise us of error in the Examiner's determination that the term "specific time" renders claim 62 further indefinite. Accordingly, we sustain the rejection of claim 62 on this additional basis. The Examiner additionally determined that, in claim 71, "the limitation 'a data base herein' (in the limitation labeled 'ii') is indefinite, as it is unclear to what 'herein' refers." Final Act. 6. Appellants respond that "the data base 'herein' is any data base that is created as part of the invention," and that "[t]he term is not limiting in any way." Appeal Br. 10. In response, the Examiner points out that "there is no recitation of a data Examiner may wish to consider whether the term "corresponding" in claim 79 renders claim 79 indefinite. 9 Appeal2019-000481 Application 12/925,221 base being created in the claims prior to the limitation 'adding to a data base herein' of claim 71, such that it is not readily apparent to what data base(s) this step refers." Ans. 7. The Examiner is correct that there is no antecedent basis in claim 71 for a "data base" prior to the "a data base herein" limitation, but claim 71 does reference "a data bank" and "and individual data bank or a central data bank" prior to the "a data base herein" recitation. Thus, it is not clear whether "a data base herein" refers to the previously-recited "data bank" or "individual data bank or ... central data bank" or whether the "adding to a data base herein" requires a data base distinct from the "data bank" or "individual data bank or ... central data bank." Accordingly, we sustain the rejection of claim 71 as indefinite on the additional basis that the limitation "a data base herein" is unclear. In summary, we sustain the rejection of claims 61-78 as indefinite as indicated above, but we do not sustain the rejection of claim 79 as indefinite on any basis set forth by the Examiner. Rejection II-Patent Eligibility Principles of Law Pertaining to Patent Eligibility5 An invention is patent-eligible if it claims a "new and useful process, machine, manufacture, or composition of matter." 35 U.S.C. § 101. However, the Supreme Court has long interpreted 35 U.S.C. § 101 to include implicit exceptions: "[l]aws of nature, natural phenomena, and abstract ideas" are not patentable. E.g., Alice Corp. v. CLS Bank Int 'l, 573 U.S. 208, 216 (2014). 5 Additional principles of law appear below in the analysis as applicable. 10 Appeal2019-000481 Application 12/925,221 In determining whether a claim falls within an excluded category, we are guided by the Supreme Court's two-step framework, described in Mayo and Alice. Id. at 217-18 ( citing Mayo Collaborative Servs. v. Prometheus Labs., Inc., 566 U.S. 66, 75-77 (2012)). In accordance with that framework, we first determine what concept the claim is "directed to." See Alice, 573 U.S. at 219 ("On their face, the claims before us are drawn to the concept of intermediated settlement, i.e., the use of a third party to mitigate settlement risk."); see also Bilski v. Kappas, 561 U.S. 593, 611 (2010) ("Claims 1 and 4 in petitioners' application explain the basic concept of hedging, or protecting against risk."). Concepts determined to be abstract ideas, and thus patent ineligible, include certain methods of organizing human activity, such as fundamental economic practices (Alice, 573 U.S. at 219-20; Bilski, 561 U.S. at 611); mathematical formulas (Parker v. Flook, 437 U.S. 584, 594--95 (1978)); and mental processes (Gottschalkv. Benson, 409 U.S. 63, 69 (1972)). Concepts determined to be patent eligible include physical and chemical processes, such as "molding of rubber products" (Diamond v. Diehr, 450 U.S. 175, 192 (1981) ); "tanning, dyeing, making water-proof cloth, vulcanizing India rubber, smelting ores" (id. at 182 n.7 (quoting Corning v. Burden, 56 U.S. 252, 267---68 (1853))); and manufacturing flour (Benson, 409 U.S. at 69 (citing Cochrane v. Deener, 94 U.S. 780, 785 (1876))). In Diehr, the claim at issue recited a mathematical formula, but the Supreme Court held that "[a] claim drawn to subject matter otherwise statutory does not become nonstatutory simply because it uses a mathematical formula." Diehr, 450 U.S. at 176; see also id. at 191 ("We view respondents' claims as nothing more than a process for molding rubber 11 Appeal2019-000481 Application 12/925,221 products and not as an attempt to patent a mathematical formula."). Having said that, the Supreme Court also indicated that a claim "seeking patent protection for that formula in the abstract ... is not accorded the protection of our patent laws, ... and this principle cannot be circumvented by attempting to limit the use of the formula to a particular technological environment." Id. ( citing Benson and Flook); see, e.g., id. at 187 ("It is now commonplace that an application of a law of nature or mathematical formula to a known structure or process may well be deserving of patent protection."). If the claim is "directed to" an abstract idea, we tum to the second step of the Alice and Mayo framework, where "we must examine the elements of the claim to determine whether it contains an 'inventive concept' sufficient to 'transform' the claimed abstract idea into a patent- eligible application." Alice, 573 U.S. at 221 ( quotation marks omitted). "A claim that recites an abstract idea must include 'additional features' to ensure 'that the [claim] is more than a drafting effort designed to monopolize the [abstract idea]."' Id. ( quoting Mayo, 566 U.S. at 77). "[M]erely requir[ing] generic computer implementation[] fail[ s] to transform that abstract idea into a patent-eligible invention." Id. The PTO published revised guidance on the application of§ 101. USPTO's 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Reg. 50 (January 7, 2019) ("2019 Eligibility Guidance"). Under that guidance, we first look to whether the claim recites: ( 1) any judicial exceptions, including certain groupings of abstract ideas (i.e., mathematical concepts, certain methods of organizing 12 Appeal2019-000481 Application 12/925,221 human activity, such as a fundamental economic practice, or mental processes); and (2) additional elements that integrate the judicial exception into a practical application (see MPEP § 2106.05(a}-(c), (e}-(h)). 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: (3) adds a specific limitation beyond the judicial exception that are not "well-understood, routine, conventional" in the field (see MPEP § 2106.05(d)); or ( 4) 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 Eligibility Guidance. Analysis In contesting the rejection under 35 U.S.C. § 101, Appellants argue claims 61-79 together. Appeal Br. 10-14. We select claim 61 to decide the appeal of this rejection, with claims 62-79 standing or falling with claim 61. See 37 C.F.R. § 41.37(c)(l)(iv) (permitting the Board to select a single claim to decide the appeal as to a single ground of rejection of a group of claims argued together). (1) Does claim 61 recite ajudicial exception? The Examiner found that claim 61 recites a law of nature, namely, that there is a correlation between natural processes occurring in the living entity dependent on the entity's condition, and the pattern of volatile organic compounds (VOCs) given off from the living entity. Final Act. 8. The Examiner also found that the claims recite an abstract idea, namely, 13 Appeal2019-000481 Application 12/925,221 comparing the entity's test results to reference data to determine the living entity's condition. Id. at 8-9. Claim 61 recites a step of comparing test results obtained from headspace-mass spectrometry test method analysis of headspace material comprising volatile materials from a subject living entity to at least one of reference test results from the subject living at a time when the subject living entity's condition was known or reference test results from at least one reference individual living entity or reference population of individual living entities. Appeal Br. 37 (Claims App.). Comparing one thing (headspace- mass spectrometry data from the subject living entity) to another thing (reference headspace-mass spectrometry data) is an evaluation that can be performed in the human mind, or with pen and paper. In re BRCAJ & BRCA2-Based Hereditary Cancer Test Pat. Litig., 774 F.3d 755, 763 (Fed. Cir. 2014) (concluding that the concept of "comparing BRCA sequences and determining the existence of alterations" is an "abstract mental process"). Thus, the comparing step of claim 61 is a mental process, which is one of the groupings of abstract ideas identified in the 2019 Eligibility Guidance. Claim 61 also recites that the comparing step is performed to determine at least one of: a. whether there is a change in the condition of the subject living entity, what change has occurred, or what is responsible for any change that has occurred in the condition of the subject living entity (based on a comparison with reference test results from the subject living entity at a time when the condition of the subject living entity was known) or b. which reference set, or sets, of test results obtained from at least one reference living entity or reference population of living entities contains one or more patterns that match one or more patterns found within the test results 14 Appeal2019-000481 Application 12/925,221 of the subject living entity (based on a comparison with reference test results from at least one reference individual living entity or reference population of individual living entities). Making a determination based on the comparison is an evaluation, judgment, or opinion as to changes or similarities in observed patterns in the data, which could be performed in the human mind, or with pen and paper. Thus, the "to determine" recitation in claim 61 is a mental process ( a concept which could be performed in the human mind), which is one of the groupings of abstract ideas identified in the 2019 Eligibility Guidance. See 2019 Eligibility Guidance, 84 Fed. Reg. at 52. Accordingly, the Examiner correctly determined that claim 61 recites a judicial exception, namely, an abstract idea. The aforementioned "to determine" recitation also correlates patterns, and changes in patterns, in the headspace-mass spectrometry data, created by amounts and relative amounts of volatile organic materials from the subject living entity and/or reference living entities, with conditions in the living entities. See Spec. 10:8-15 (stating that "[v]olatile materials are created as a result of natural processes in living entities" and "vapor phase mass spectrometry tests[] provide information about the amounts and relative amounts of the volatile organic materials created by an entity which then can be used to assist in the evaluation of the health of the entity" and "can also provide early warning of mutations in, e.g., diseases, when the pattern changes"). This correlation, or relationship, is a law of nature, much like the "relationships between concentrations of certain metabolites in the blood and the likelihood that a dosage of a thiopurine drug will prove ineffective or cause harm" in Mayo. Mayo, 566 U.S. at 77. The Court in Mayo explained, "[t]he relation is a consequence of the ways in which thiopurine compounds 15 Appeal2019-000481 Application 12/925,221 are metabolized by the body----entirely natural processes. And so a patent that simply describes that relation sets forth a natural law." Id. Similarly, in claim 61, the relationship between the patterns in the headspace-mass spectrometry test data of the subject living entity at the particular time and the headspace-mass spectrometry test data of the subject living entity at a time when the condition of the subject living entity was known is a consequence of natural processes in the living entity, and changes in these patterns is a consequence of changes that can be a sign of a change in the subject living entity's condition, e.g., disease. Thus, the Examiner also correctly determined that claim 61 recites a law of nature, which is also a judicial exception. See Alice, 573 U.S. at 216. Appellants' arguments disputing that there is a correlation between volatiles and a living entity's condition are unpersuasive. See Appeal Br. 12-13, 20, 25; Reply Br. 7. However, we do not go into them in further detail here because, as discussed above, this recitation is also another judicial exception, namely, an abstract idea, and our analysis below is predicated on the Examiner's determination that claim 61 recites an abstract idea. (2) Does claim 61 recite additional elements that integrate the judicial exception into a practical application? Following our Office guidance, having found that cfaim 61 recites a judicial exception, namely, mental processes, which are abstract ideas, we are instructed next to determine whether the claim recites "additional elements [that] integrate the exception into a practical application" (see MPEP § 2106.05(a}-(c), (e}-(h)). See 2019 Eligibility Guidance, 84 Fed. Reg. at 54. This evaluation requires us to determine whether an additional element or a combination of additional elements in the claim applies, relies 16 Appeal2019-000481 Application 12/925,221 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 exception. If the recited judicial exception is integrated into a practical application, the claim is not "directed to" the judicial exception. The additional limitations in claim 61 include a step of collecting at least one headspace material, either directly from around the subject living entity or from around one or more samples obtained from the subject living entity; a step of analyzing the headspace material "using a headspace-mass spectrometry test method to provide test results that are the mass spectral channel signals (m/z) after electron-ionization of the said volatile material in said headspace material"; storing the test results in digital form; and using "data mining software" to perform the comparing step. See Appeal Br. 37 (Claims App.). The step of collecting the headspace material is simply a generic step of data collection, which is insignificant extra-solution activity. See, e.g., CyberSource Corp. v. Retail Decisions, Inc., 654 F.3d 1366, 1370 (Fed. Circ. 2011) ("We have held that mere '[data-gathering] step[s] cannot make an otherwise nonstatutory claim statutory."' (alterations in original) ( quoting In re Grams, 888 F.2d 835, 840 (Fed. Cir. 1989))); see also 2019 Eligibility Guidance, 84 Fed. Reg. at 55 (identifying "add[ing] insignificant extra- solution activity to the" abstract idea as an example of when an abstract idea has not been integrated into a practical application). The step of analyzing the headspace material using a headspace-mass spectrometry test method is recited in a generic manner, without any specifics about any particular mass spectrometer used in the method. A 17 Appeal2019-000481 Application 12/925,221 headspace-mass spectrometer is certainly not a generic computer. However, our reviewing court has held "consistently ... that claims are not saved from abstraction merely because they recite components more specific than a generic computer." BSG Tech LLC v. BuySeasons, Inc., 899 F.3d 1281, 1286-87 (Fed. Cir. 2018) (stating, "the recitation of a database structure slightly more detailed than a generic database does not save the asserted claims at step one"); see, e.g, In re TL! Commc 'ns LLC Patent Litig., 823 F.3d 607, 612-13 (Fed. Cir. 2016) (holding claims were directed to an abstract idea despite the claims' recitation of telephone units and servers); Content Extraction & Transmission LLC v. Wells Fargo Bank, Nat 'l Ass 'n, 776 F.3d 1343, 1347 (Fed. Cir. 2014) (holding claims were directed to an abstract idea despite the claims' recitation of a scanner). In essence, the analyzing step simply provides the mass spectral channel signal data to be used in the comparing step. There is no indication in the record before us that the recited headspace-mass spectrometry test method invokes any assertedly inventive programming, requires any specialized computer hardware or other inventive computer components, i.e., a particular machine, or that the claimed invention is implemented using other than generic headspace-mass spectrometry components to perform generic mass spectrometry functions. Rather, to the contrary, Appellants' Specification identifies a commercially-available apparatus ("the Gerstel ChemSensor 4440 Chemical Sensor system") for introducing the headspace material(s), performing the mass spectrometry, and providing pattern recognition capability for analyzing the data. Spec. 9:8-26. Storing data in digital form, and processing data in digital form, is one of the most basic functions of a computer, and, thus, is insufficient to 18 Appeal2019-000481 Application 12/925,221 integrate the judicial exception into a practical application. See Alice, 573 U.S. at 225 (describing "electronic recordkeeping" as "one of the most basic functions of a computer"). Claim 61 recites the data mining software generically, without any specifics regarding any assertedly inventive programming or use of any specialized computer hardware or other inventive computer components to perform the data mining function. See Content Extraction, 776 F.3d at 1347 (holding ineligible claims drawn to "1) collecting data, 2) recognizing certain data within the collected data set, and 3) storing that recognized data in a memory" and stating: "The concept of data collection, recognition, and storage is undisputedly well- known. Indeed, humans have always performed these functions. And banks have, for some time, reviewed checks, recognized relevant data such as the amount, account number, and identity of account holder, and stored that information in their records."). Further, we find no indication in the Specification that the claimed invention effects a transformation or reduction of a particular article to a different state or thing. Nor do we find anything of record that attributes any improvement in computer technology and/or functionality to the claimed invention or that otherwise indicates that the claimed invention integrates the abstract idea into a "practical application," as that phrase is used in the 2019 Eligibility Guidance. Appellants argue that "[t]he claims would not control the use of any 'law of nature' that might exist as required by the rejection" because "[t]hey would only control the specific limited way of analyzing and using samples of volatiles taken from around individuals that [ A ]ppellants have disclosed and claimed." Appeal Br. 13. Appellants misapprehend the controlling 19 Appeal2019-000481 Application 12/925,221 precedent to the extent they maintain that the claims are patent-eligible because there is no risk of preemption. The Supreme Court has described "the concern that drives [the exclusion of abstract ideas from patent eligible subject matter] as one of pre-emption," Alice, 573 U.S. at 216 ( characterizing preemption as a driving concern for patent eligibility is not the same as characterizing preemption as the sole test for patent eligibility). However, "[t]he Supreme Court has made clear that the principle of preemption is the basis for the judicial exceptions to patentability" and "[ fJor this reason, questions on preemption are inherent in and resolved by the § 101 analysis." Ariosa Diagnostics, Inc. v. Sequenom, Inc., 788 F.3d 1371, 1379 (Fed. Cir. 2015) (citing Alice, 134 S. Ct. at 2354). "[P]reemption may signal patent ineligible subject matter, [but] the absence of complete preemption does not demonstrate patent eligibility." Id. Appellants also argue that claim 61 "defines and utilizes 'significantly more than the judicial exception' if one exists," in that "[t]he determination of a relationship between the volatiles from around an individual and a condition in the prior art depended, when it could be determined, upon the identity and amount of specific compounds in the volatiles ('markers')." Appeal Br. 14. Appellants' argument appears to be directed to the comparing step of claim 61, which, as discussed above, is a mental process, which is an abstract idea, that is, the judicial exception itself. However, it could not be clearer from Alice, that under step two of the Mayol Alice framework, the elements of each claim are considered both individually and "as an ordered combination" to determine whether the additional elements, i.e., the elements other than the abstract idea itself, "transform the nature of the claim" into a patent-eligible application. Alice, 573 U.S. at 217; see 20 Appeal2019-000481 Application 12/925,221 Mayo, 566 U.S. at 72-73 (requiring that "a process that focuses upon the use of a natural law also contain other elements or a combination of elements, sometimes referred to as an 'inventive concept,' sufficient to ensure that the patent in practice amounts to significantly more than a patent upon the natural law itself' ( emphasis added)). For the above reasons, we determine that no additional element or combination of additional elements in claim 61 applies, relies on, or uses the judicial exception (mental processes) 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 exception. In other words, claim 61 is "directed to" an abstract idea. (3) Does claim 61 add any specific limitations beyond the judicial exception that are not "well-understood, routine, and conventional" in the field? Because we determine that claim 61 fails to recite additional elements that integrate the judicial exception into a practical application, in accordance with the 2019 Eligibility Guidance, we next consider whether the claim adds a specific limitation beyond the judicial exception that is not "well-understood, routine, conventional" in the field or instead "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 Eligibility Guidance, 84 Fed. Reg. at 56. Turning first to the step of collecting headspace material, Appellants admit that "the sampling is a conventional part of sample preparation and is not part of the essential steps that constitute the invention." Appeal Br. 4 ( emphasis added). Similarly, the step of analyzing the headspace material using a headspace-mass spectrometry method is a well-known, routine, and 21 Appeal2019-000481 Application 12/925,221 conventional process for analyzing and identifying patterns in volatile organic compounds. As discussed above, Appellants' Specification identifies a commercially-available apparatus ("the Gerstel ChemSensor 4440 Chemical Sensor system") for introducing the headspace material( s ), performing the mass spectrometry, and providing pattern recognition capability for analyzing the data. Spec. 9:8-26. As discussed above, storing data in digital form, and using data mining software to compare the data, amount to using a computer, performing its most basic functions, to store and process data. There is no indication in the record before us that the recited data mining software invokes any assertedly inventive programming, requires any specialized computer hardware or other inventive computer components, i.e., a particular machine, or that the claimed invention is implemented using other than generic computer components to perform generic computer functions. As for Appellants' argument that claim 61 is an improvement in the analysis of volatile materials or in the diagnostic process, in that "[t]he determination of a relationship between the volatiles from around an individual and a condition in the prior art depended, when it could be determined, upon the identity and amount of specific compounds in the volatiles ('markers')" (Appeal Br. 14), any such improvements reside in the comparing step, which is the judicial exception itself (i.e., the abstract idea, namely, mental processes). However, as discussed above, the inventive concept under step two of the Mayo/Alice test cannot be the abstract idea itself: 22 Appeal2019-000481 Application 12/925,221 It is clear from Mayo that the "inventive concept" cannot be the abstract idea itself, and Berkheimer . .. leave[s] untouched the numerous cases from this court which have held claims ineligible because the only alleged "inventive concept" is the abstract idea. Berkheimer v. HP, Inc., 890 F.3d 1369, 1374 (Fed. Cir. 2018) (Moore, J., concurring); see also BSG, 899 F.3d at 1290-91 ("Our precedent has consistently employed this same approach. If a claim's only 'inventive concept' is the application of an abstract idea using conventional and well- understood techniques, the claim has not been transformed into a patent- eligible application of an abstract idea."). For the reasons discussed above, we find no element or combination of elements recited in claim 61 beyond the judicial exception that is not "well-understood, routine, conventional" in the field or that contains any "inventive concept" or adds anything "significantly more" to transform the abstract concept into a patent-eligible application. Alice, 573 U.S. at 221. Accordingly, we sustain the rejection of claim 61, as well as claims 62-79, which fall with claim 61, under 35 U.S.C. § 101 as being directed to patent- ineligible subject matter. Rejection III-Obviousness: Braun, Fletcher, and Hitt Principles of Law Pertaining to Obviousness6 Rejections on obviousness grounds must be supported by "some articulated reasoning with some rational underpinning" to combine the known elements in the manner required in the claim at issue. In re Kahn, 6 Additional principles of law appear below in the analysis as applicable. 23 Appeal2019-000481 Application 12/925,221 441 F.3d 977, 988 (Fed. Cir. 2006), cited with approval in KSR Int'! Co. v. Teleflex Inc., 550 U.S. 398,418 (2007). "The combination of familiar elements according to known methods is likely to be obvious when it does no more than yield predictable results." KSR, 550 U.S. at 416. Claims 61 and 64: The Examiner found that Braun discloses most of the elements of claim 61. See Final Act. 11-13. However, the Examiner found that although "Braun discloses the multivariate analytical test method used to provide the test results can include any 'sensitive spectroscopic analyzer' (col. 3, lines 8-13), Braun does not expressly teach the multivariate analytical test method is headspace-mass spectrometry." Id. at 13. Additionally, the Examiner found that although "Braun discloses the 'headspace material' can be a gaseous breath sample, Braun does not teach collecting at least one headspace material comprising volatile material or materials from around one or more samples of non-volatile material obtained from said subject living entity." Id. Further, the Examiner found that Braun "does not teach the comparison is accomplished by data mining software." Id. at 14. The Examiner found that Fletcher teaches a similar method comprising collecting "volatile material either directly from around the subject living entity (e.g., breath) or from around one or more samples of non-volatile material obtained from the subject living entity ( e.g., headspace of urine, saliva, etc.)," and analyzing the material using "headspace-mass spectrometry, which provides mass spectral channel signals (m/z) after electron-ionization of the volatiles in the headspace over the sample, to 24 Appeal2019-000481 Application 12/925,221 provide test results." Id. at 13-14 (citing Fletcher 4:58-5:3; 8:20-37). The Examiner determined it would have been obvious to modify Braun's method by "alternatively/additionally collecting the at least one headspace material from around one or more samples of non-volatile material obtained from said subject living entity and the multivariate analytical test method comprising headspace-mass spectrometry," as taught by Fletcher, "in order to facilitate alternatively/additionally producing a VOC profile representative of a patient's condition." Id. at 14. According to the Examiner, "[t]his is a simple substitution of one known sensitive spectroscopic analyzer and one known biological material comprising volatile material( s) for another to yield no more than predictable results." Id. The Examiner found that Hitt teaches a method comprising analyzing at least one material given off from a living entity with mass spectrometry to provide test results that are the mass spectral channel signals (m/z) (e.g., claims 59-60, generating or inputting a normalized data stream that describes a biological sample; ,r [0019] where the data stream can include mass spectra data); comparing said test results from said subject living entity at a particular time to similar reference test results created when said test method is used on corresponding material obtained from at least one reference individual living entity or reference population of individual living entities where each reference individual living entity or individual living entity in a reference population of living entities shares one or more basic characteristics with said subject living entity, including similar genetic background, allergies, family history of susceptibility to diseases, and diet, and also has at least one known or unknown condition of interest (e.g., ,r [0070]; ,r [0075]; ,r [0077]; etc.) to provide reference set test results representative of said known or unknown condition or conditions (e.g., ,r [0018]; elm. 45; etc.), 25 Appeal2019-000481 Application 12/925,221 all of the test results being stored in digital form and said comparison of the test results from the said subject living entity at said particular time with at least one of the said similar reference test results being accomplished by data mining software (throughout document, detecting subtle, if not totally hidden, patterns in the expression of certain molecules in biological samples that are potentially diagnostic in nature, or predictive of a biological state) to determine which reference set or sets, of test results, obtained from at least one of said reference set living entities or population, of living entities contains one or more patterns that match one or more patterns found within the test results from the subject living entity at said particular time ( claims 59-60, assigning to the sample a diagnosis based on an identified diagnostic cluster). Final Act. 14--15. The Examiner determined it would have been obvious to modify the method of Braun with the test results being the mass spectral channel signals (m/z) after electron-ionization of the said volatile material in said headspace material and the comparing step being accomplished using data mining software as taught/suggested by Hitt in order to assess a biological state(s) of the living entity without prior knowledge of specific markers or the relationship of molecules present in the biological sample. Id. at 15 ( citing Hitt ,r 15). Appellants argue that Braun's test results "are single lines (spectra) indicating the amount of absorption of various wave lengths of light" and that Braun's reference to a "sensitive spectroscopic analyzer" should be interpreted to be limited to test methods "of the same general type as Braun's and will involve spectra based on light absorption." Appeal Br. 17. Appellants' argument attacks Braun individually, and, thus, does not inform us of error in the rejection. Nonobviousness cannot be established by attacking the references individually when the rejection is predicated upon a 26 Appeal2019-000481 Application 12/925,221 combination of prior art disclosures. See In re Merck & Co., 800 F.2d 1091, 1097 (Fed. Cir. 1986) (citing In re Keller, 642 F.2d 413,425 (CCPA 1981)). We agree with the Examiner that Braun's disclosure of a laser spectrometer is "a 'particular embodiment[,]' ... rather than a specific requirement of the disclosed system/method." Ans. 10. As the Examiner points out, although a laser spectrometer may be the preferred spectroscopic analyzer of Braun, Braun does not specifically discourage the use of a headspace-mass spectrometry test method. Id. Appellants argue that, even if Braun were combined with Fletcher, "[t]he combination still does not teach [A]ppellants' approach of using 'mass spectral channel signals'" because Fletcher characterizes the invention disclosed therein as an improved system for analyzing "trace amounts of a large number of organic volatile compounds." Appeal Br. 17 (quoting Fletcher 1: 13-15 ( emphasis added)). In response, the Examiner points out, and Appellants do not specifically dispute, that "mass spectrometry is, by definition, an analytical technique that ionizes chemical species and sorts the ions based on their mass-to-charge ratio. Therefore, Fletcher, in disclosing the use of mass spectrometry, inherently teaches producing mass spectral channel signals after electron-ionization of the said volatile material in the collected sample." Ans. 11. Appellants contend that Hitt's disclosure is limited to "compounds and possibly parts of compounds." Appeal Br. 18. Appellants argue: There is no teaching in any of the references that would expand the "obvious" teaching of Hitt to include a specific use with respect to any of the claimed intermediate "mass spectral channel signals data" that is created by the claimed analytical methods as opposed to studying the molecular structures found 27 Appeal2019-000481 Application 12/925,221 in the samples. There certainly is no teaching of the use of the claimed "mass spectral channel signals data" for any purpose. Id. at 20-21. This argument is unsound for the reasons set forth on pages 11-12 of the Examiner's Answer. Hitt emphasizes that the analytical methods disclosed therein "discover hidden discriminatory biological data patterns .. . that are subsets of the larger data stream" and that the patterns "can be defined without any knowledge of the identity or relationship between the individual data points in the biological data or any knowledge of the identity or relationship between the molecules in the biological samples." Hitt ,r,r 3, 5; see also id. ,r 15 (reiterating that "[n]o prior knowledge of specific tumor markers or the relationship of molecules present in the biological sample to each other is required or even desired"), ,r,r 19, 32, 52, 68 (discussing "high throughput data stream[s]," such as data streams generated by mass spectroscopy or mass spectrometry analysis). For the above reasons, Appellants fail to apprise us of error in the rejection of claim 61 as unpatentable over Braun, Fletcher, and Hitt. Accordingly, we sustain the rejection of claim 61, as well as claim 64, for which Appellants do not present any separate arguments and which, thus, falls with claim 61, as unpatentable over Braun, Fletcher, and Hitt. See Appeal Br. 23. Claim 62: In contesting the rejection of claim 62, Appellants contend that there is no disclosure in the prior art "of [ A ]ppellants' 'mass spectral channel signals'" and that "the collection of the raw data is easier and less time consuming and when one wants to diagnose a patient there is a clear advantage in not having to go through the step of determining what 28 Appeal2019-000481 Application 12/925,221 molecules (usually a substantial number of molecules) are present and in what amounts." Appeal Br. 22. Appellants add that "Braun is limited to absorption spectra which are inherently obtained from a single sample," and, thus, Hitt' s teaching to use populations "would have no relevance in the method of Braun." Id. Appellants' arguments are unavailing. Fletcher teaches using headspace-mass spectrometry, which the Examiner finds, and Appellants do not specifically dispute, produces "mass spectral channel signals after electron-ionization of the said volatile material in the collected sample." Ans. 11. As for relevance to Braun's method, Braun discloses comparison of test results to reference profiles of a database, but does not disclose how such reference profiles are created. See Braun 3:29-37; Ans. 13. The Examiner finds that Hitt teaches a method for creating such a reference profile. Ans. 13 ( citing Hitt ,r 18). Thus, the modification proposed by the Examiner is nothing more than the simple substitution of one known element for another or the mere application of a known technique to a piece of prior art ready for the improvement. See KSR, 550 U.S. at 417. Further, the Examiner finds that Hitt teaches a data mining technique that offers the advantage of not requiring any knowledge of specific molecules or their relationship prior to creating a reference profile and is less costly and time consuming to perform. Ans. 13; see Hitt ,r,r 3, 4, 13, 15. For the above reasons, Appellants do not apprise us of error in the rejection of claim 62 as unpatentable over Braun, Fletcher, and Hitt, which we, thus, sustain. 29 Appeal2019-000481 Application 12/925,221 Claim 63: Appellants state that they "respectfully disagree" with the Examiner's statement that Braun as modified in view of Fletcher and Hitt renders obvious the additional limitations of claim 63, but do not elaborate on why they disagree or specifically identify any flaw in the Examiner's findings or reasoning in reaching this conclusion. Appeal Br. 22. This vague statement of disagreement does not constitute a separate argument for the patentability of dependent claim 63 pursuant to 37 C.F.R. § 4I.37(c)(l)(iv). See In re Lovin, 652 F.3d 1349, 1357 (Fed. Cir. 2011) (holding that the Board had reasonably interpreted 37 C.F.R. § 4I.37(c)(l)(vii) (the predecessor to § 4I.37(c)(l)(iv)) as requiring "more substantive arguments in an appeal brief than a mere recitation of the claim elements and a naked assertion that the corresponding elements were not found in the prior art"). Accordingly, for the reasons discussed above in regard to claim 61, we also sustain the rejection of claim 63 as unpatentable over Braun, Fletcher, and Hitt. Claims 65 and 66: In contesting the rejections of claims 65 and 66, Appellants argue that "[t]here is no basis for modifying Braun by using Hitt's disclosure of combining results from a reference population," and that "Braun can only create and use single individual results since each spectrum is of a specific individual's sample and there is no disclosure of how one would combine the results of individuals in the context of Braun's method." Appeal Br. 23. Appellants add that "Braun has already created a pattern" and, thus, "[t]here would be no need to combine results from Braun's method to obtain a pattern that already exists." Id. 30 Appeal2019-000481 Application 12/925,221 This line of argument is similar to that presented in contesting the rejection of claim 62, and fails to apprise us of error for the reasons discussed above in regard to claim 62. Braun discloses comparison of test results to reference profiles of a database, but does not disclose how such reference profiles are created. See Braun 3:29-36; Ans. 13. The Examiner finds that Hitt teaches a method for creating such a reference profile. Ans. 13 ( citing Hitt ,r 18). We sustain the rejection of claims 65 and 66 as unpatentable over Braun, Fletcher, and Hitt. Claim 67: The Examiner found that Braun discloses compiling condition history for particular patients by analyzing samples and storing test results over extended periods of time in order to detect conditions based on a patient's specific data history, and determined it would have been obvious to store the test results in the database "with at least the identity of the entity in order to associate results with the correct patient, thereby increasing the accuracy of the determination of progression/regression of the entity's condition, efficacy of the entity's treatment, etc." Final Act. 18 (citing Braun 7:24--51). Appellants argue that "Braun's disclosure is specific to a single individual, the patient," and, thus, storing the individual's identity would not improve results or increase accuracy, but, rather, would be used "just to make sure the proper comparison is made." Appeal Br. 24. Appellants' arguments are unavailing. As Appellants admit, storing the patient's identity with the test results in Braun's method would ensure the proper comparison is made later. Although Braun may not specifically discuss storing the results of more than one patient in a single database or on a single computer, persons of ordinary skill in the art would have readily 31 Appeal2019-000481 Application 12/925,221 appreciated that medical providers and facilities typically do not limit their services to a single patient and would have readily envisaged storing the test results of multiple patients in a database for later comparison of current test results of a particular patient to historical test results stored in the database. Storing the test result data with at least the identity of patient associated with the test results would help ensure a comparison is made to the correct test results in the database, thereby increasing accuracy in assessing a patient's condition and/or efficacy in treatment. For the above reasons, Appellants do not apprise us of error in the rejection of claim 67 as unpatentable over Braun, Fletcher, and Hitt, which we, thus, sustain. Claim 68: Appellants argue that Hitt does not suggest "creating reference sets based on [ A ]ppellants' data or one of [ A ]ppellants' identified characteristics," and "[t ]here is no indication that Hitt is interested in whether the markers are affected by any specific characteristic of an individual." Appeal Br. 25. The Examiner points out, correctly, that claim 68 requires only that at least one of steps ( 1}-(10) be performed, and not all of steps ( 1}-(10) require reference entities that share basic characteristics. Ans. 14; see Appeal Br. 38-39 (Claims App.) (claim 68 reciting "[t]he method of claim 61 further comprising at least one of" steps (1}-(10) ( emphasis added)). Thus, claim 68 may be satisfied without a reference entity or population sharing basic characteristics. Moreover, the Examiner cites disclosure in Hitt of reference populations that share a relevant characteristic, such as a shared confirmed diagnosis/condition. Ans. 14 ( citing Hitt ,r,r 64, 70). 32 Appeal2019-000481 Application 12/925,221 For the above reasons, Appellants do not apprise us of error in the rejection of claim 68 as unpatentable over Braun, Fletcher, and Hitt, which we, thus, sustain. Claim 69: The Examiner found that Braun teaches requesting the user to enter information, such as diet information, which might affect the accuracy of the obtained result, thereby indicating "the entity's diet may affect the results of a performed analysis." Final Act. 20 (citing Braun 8:54---62). Thus, the Examiner determined it would have been obvious to further modify Braun by "providing a standard food diet for the test subjects in order to reduce changes due to diet in the test result(s), thereby increasing the accuracy of subsequent diagnosis therefrom." Id. Appellants argue that "[t]here is no suggestion that there is need in Braun's method for a consistent standard diet. The rejection changes the mere notation of the diet into a 'standard' diet where the most that might be inferred is that Braun may want a different reference for a different diet." Appeal Br. 26. As we pointed out in the Decision on the first appeal in the present application, [A] person having ordinary skill in the art would have readily appreciated from Braun's teachings of the influence of an individual's diet on breath profile, as well as the use of diet to treat some diseases or conditions, that controlling diet would be a useful means of minimizing diet related influences that might skew the results, thereby permitting more accurate/normalized diagnoses and monitoring of disease progression or regression. Ex parte Haines, Appeal 2016-002832, 2017 WL 745106, at *12 (PTAB Feb. 24, 2017); see also Ans. 15 (quoting from our Decision). Thus, 33 Appeal2019-000481 Application 12/925,221 Appellants do not apprise us of error in the rejection of claim 69 as unpatentable over Braun, Fletcher, and Hitt, which we, thus, sustain. Claim 70: In contesting the rejection of claim 70, Appellants argue that none of the applied references discloses the reference populations sharing one of the characteristics recited in the claim. Appeal Br. 26. This argument is unavailing because claim 70 only requires that the test results for the specific living entity at a particular time be compared to a reference set of the same kind of test results representative of the history of the specific living entity itself or one or more reference populations sharing the same health condition and basic characteristics of the specific living entity. Id. at 39--40 (Claims App.). The Examiner's rejection is predicated on a finding that Braun discloses the first alternative recited in claim 70, namely, comparison to test results representative of the history of the entity itself. See Final Act. 20-21 (citing Braun 8:22-35); Ans. 16. Appellants fail to apprise us of error in the rejection of claim 70 as unpatentable over Braun, Fletcher, and Hitt, which we, thus, sustain. Claim 71: Appellants argue that any data mining software in Hitt "does not use the data from the analytical method, but rather the compounds and/or amounts of compounds identified by the analytical method." Appeal Br. 27. This argument essentially reiterates a similar argument asserted against the rejection of claim 61, which, for the reasons discussed above, is not persuasive. Appellants do not apprise us of error in the rejection of claim 71 as unpatentable over Braun, Fletcher, and Hitt, which we, thus, sustain. 34 Appeal2019-000481 Application 12/925,221 Claim 72: In rejecting claim 72, the Examiner found that Braun does not expressly teach the entity being an animal other than a human, but Fletcher teaches that the disclosed analytical methods are applicable to both humans and non-human animals. Final Act. 22 (citing Fletcher 2:8-13). The Examiner determined it would have been obvious to modify Braun's method by applying it to an animal other than a human "in order to provide an accurate, timely, and painless indicator of the health of said animal." Id. (citing Braun 1:25--40; Fletcher 2:8-13). Appellants assert that the Fletcher only mentions animals in the background section and "[t]here is no follow up in the remainder of the disclosure that indicates that the invention of Fletcher actually has any relevance to animals." Appeal Br. 27. This argument is unpersuasive. A person having ordinary skill in the art would have readily understood from Fletcher's identification of "a need for a relatively simple, fast, inexpensive[,] and reproducible method for detecting diseases, determining the progress of disease, and measuring effectiveness of treatment of disease in humans and animals" that the disclosed methods would be applicable to both humans and non-human animals. See Fletcher 2:8-12. Appellants do not apprise us of error in the rejection of claim 72 as unpatentable over Braun, Fletcher, and Hitt, which we, thus, sustain. Claim 74: In contesting the rejection of claim 74, Appellants assert that Braun's method "as modified does not provide [ A ]ppellants' speed and without the speed it is very unlikely that anyone would use Braun for public health reasons." Appeal Br. 28. This argument is not persuasive. As the Examiner 35 Appeal2019-000481 Application 12/925,221 points out, Fletcher teaches that "the method lends itself to massive screening for disease." Ans. 18; see Fletcher 2: 12-13. Further, Hitt teaches data mining techniques performed on a mass spectrum data stream that reduce the time required. See Hitt ,r,r 13-14; Ans. 18. Appellants' arguments that the method of the combination proposed in the rejection lacks the speed of Appellants' method and would be unlikely to be used by those of ordinary skill in the art for massive screenings for disease amounts to unsupported attorney argument and, thus, is entitled to little, if any, weight. See In re Geisler, 116 F.3d 1465, 1470 (Fed. Cir. 1997). For the above reasons, Appellants do not apprise us of error in the rejection of claim 74 as unpatentable over Braun, Fletcher, and Hitt, which we, thus, sustain. Claim 75: Claim 75, like claim 72, recites that the "subject living entity is an animal other than a human." Appeal Br. 40-41 (Claims App.). The findings and reasoning of the Examiner, and the arguments thereagainst, essentially mirror those discussed above in regard to claim 72. See id. at 29; Final Act. 23. Appellants' arguments are unpersuasive for the reasons discussed above. Appellants also argue, in essence, that the rejection is too complex. Appeal Br. 29. This vague statement fails to identify error in the rejection. For the above reasons, Appellants do not apprise us of error in the rejection of claim 75 as unpatentable over Braun, Fletcher, and Hitt, which we, thus, sustain. Claims 78 and 79: Appellants' arguments in contesting the rejections of claims 78 and 79 essentially reiterate arguments discussed above. See Appeal Br. 31-32. For 36 Appeal2019-000481 Application 12/925,221 the reasons discussed above, Appellants' arguments also fail to apprise us of error in the rejections of claims 78 and 79 as unpatentable over Braun, Fletcher, and Hitt, which we, thus, sustain. Rejection IV-Obviousness: Braun, Fletcher, Hitt, and Butler Claim 73 depends from claim 72, and further recites that "the animal is confined in a box with ventilation and the air leaving the box is conveyed to a collection point for volatile materials given off by the animal." Appeal Br. 40 (Claims App.). The Examiner found that Braun's method, modified as discussed above in regard to claim 72, still lacks a teaching of the animal, from which headspace materials are collected and analyzed, being confined in a box with ventilation air leaving the box being conveyed to a collection point as recited in claim 73. Final Act. 28. The Examiner found that Butler teaches a method for testing breath for studying animals, wherein the animal studied is confined in a box with ventilation and air leaving the box is conveyed to a collection point for volatiles given off by the animal. Id. ( citing Butler ,r,r 58, 198; Fig. 1; claim 21 ). The Examiner determined it would have been obvious to further modify Braun's method by confining the animal to be tested in a box with ventilation and conveying the air leaving the box to a collection point as taught by Butler "in order to facilitate breath collection from non-human animals for further analysis." Id. In addition to incorporating the arguments presented against the obviousness rejection of claim 72, Appellants argue that Butler does not teach confining a single animal in a chamber for the purpose of being diagnosed and asserts that "[ t ]he use of a chamber for a population of rats as 37 Appeal2019-000481 Application 12/925,221 test animals does not suggest any diagnostic use for samples taken from the atmosphere around a single animal." Appeal Br. 33. Appellants' argument does not apprise us of error in the rejection of claim 73. As discussed above, Fletcher's teaching of the need for a method for detecting diseases, determining progress of disease, and measuring effectiveness of treatment in humans and animals would have suggested applying the method of Braun, modified in view of Fletcher and Hitt, to non- human animals. However, Fletcher does not provide any details as to how volatile materials would be collected from such non-human animals. Butler discloses a method for collecting volatile materials from breath given off by animals, comprising confining the animals to a chamber and conveying breath samples to a collection point outside the chamber, for diagnostic purposes. See Butler ,r,r 1, 59---60; Fig. 1. Although Butler discloses confining a plurality of rats, rather than a single non-human animal, in a chamber and collecting volatile materials from the plurality of rats, one of ordinary skill in the art would have readily appreciated that this sampling technique would work suitably for collecting volatile materials from a non- human animal in the method of Braun, as modified in view of Fletcher and Hitt. Appellants do not apprise us of error in the rejection of claim 73 as unpatentable over Braun, Fletcher, Hitt, and Butler, which we, thus, sustain. Rejection V----Obviousness: Braun, Fletcher, Hitt, and Appel Claim 7 6 depends from claim 61, and further recites "using the method of [ c ]laim 61 under controlled conditions at least over a period of 38 Appeal2019-000481 Application 12/925,221 time while the said living entity uses said food or medicine." Appeal Br. 41 (Claims App.). Claim 77 depends from claim 76. Id. The Examiner found that Braun, as modified, lacks a teaching of using the method under controlled conditions over a period of time while the living entity uses the diet, food, or medicine. Final Act. 29. The Examiner found that Appel teaches evaluating the effect of a diet, food, or medicine on a living entity under controlled conditions at least over a time period while the living entity uses the food or medicine. Id. ( citing Appel 1117 (Abstract), 1118). The Examiner determined it would have been obvious to further modify Braun by using the method under controlled conditions while the living entity uses a diet, food, or medicine as taught by Appel "in order to ensure/increase the likelihood that any changes in the patient's condition are a result of the food or medicine being evaluated, thereby increasing the accuracy of said evaluation." Id. Appellants first incorporate the arguments attacking the combination of Braun, Fletcher, and Hitt, which, for the reasons discussed above, do not apprise us of error in the rejection of claim 61, and, likewise, fail to apprise us of error in the rejection of claims 76 and 77. Appeal Br. 34. Appellants then argue that there is no indication in any of the references of using the diagnostic methods disclosed therein in studying the effects of diet, medicine, etc. Id. Appellants' argument appears to insist upon an explicit teaching, suggestion, or motivation in one or more of the prior art references to make the modification. However, "[t]he obviousness analysis cannot be confined by a formalistic conception of the words teaching, suggestion, and motivation, or by overemphasis on the importance of published articles and the explicit content of issued patents." KSR, 550 U.S. at 419. Instead, as 39 Appeal2019-000481 Application 12/925,221 discussed above, the relevant inquiry is whether the Examiner has set forth "some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness." Kahn, 441 F.3d at 988, cited with approval in KSR, 550 U.S. at 418. Further, as the Examiner points out, Braun discloses utilizing the disclosed diagnostic method to determine progression or regression of a medical condition (col. 8, lines 22-36), and discloses diet control as a form of treatment ( col. 7, lines 52-63). Appel teaches/suggests monitoring the effect of a controlled diet on an individual's medical condition (i.e., effects of diet on progression/regression of a condition, such as hypertension). In light of these teachings, it would have been obvious to one of ordinary skill in the art to evaluate the effects of said treatment/controlled diet by comparing changes in the individual's breath profile over the time period in which said treatment/controlled diet is being utilized in order to determine the effects of said treatment/controlled diet on the progression or regression of the individual's medical condition. Ans. 19-20. Appellants' remarks on pages 34--36 do not identify any error or deficiency in the findings or reasoning of the Examiner in this regard. Thus, Appellants fail to apprise us of error in the rejection of claims 76 and 77 as unpatentable over Braun, Fletcher, Hitt, and Appel, which we, thus, sustain. DECISION The Examiner's decision rejecting claims 61-79 under 35 U.S.C. § 112, second paragraph, is AFFIRMED as to claims 61-78, and REVERSED as to claim 79. The Examiner's decision rejecting claims 61-79 under 35 U.S.C. § 101 is AFFIRMED. 40 Appeal2019-000481 Application 12/925,221 The Examiner's decision rejecting claims 61-79 under 35 U.S.C. § 103(a) 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). See 37 C.F.R. § 1.136(a)(l )(iv). AFFIRMED 41 Copy with citationCopy as parenthetical citation