Prosecution Insights
Last updated: May 29, 2026
Application No. 17/851,845

NMR METHODS FOR ANTIBODY HIGHER ORDER STRUCTURE COMPARABILITY

Final Rejection §101§102§103
Filed
Jun 28, 2022
Priority
Jun 29, 2021 — provisional 63/216,501
Examiner
BERKELEY, EMILY R
Art Unit
1796
Tech Center
1700 — Chemical & Materials Engineering
Assignee
Regeneron Pharmaceuticals, Inc.
OA Round
2 (Final)
76%
Grant Probability
Favorable
3-4
OA Rounds
0m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 76% — above average
76%
Career Allowance Rate
312 granted / 411 resolved
+10.9% vs TC avg
Strong +28% interview lift
Without
With
+28.2%
Interview Lift
resolved cases with interview
Typical timeline
3y 1m
Avg Prosecution
17 currently pending
Career history
432
Total Applications
across all art units

Statute-Specific Performance

§101
2.1%
-37.9% vs TC avg
§103
69.5%
+29.5% vs TC avg
§102
11.6%
-28.4% vs TC avg
§112
11.8%
-28.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 411 resolved cases

Office Action

§101 §102 §103
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . The applicant's election of Group I, claims 1-23, with traverse in their reply dated 10/7/2025 is acknowledged. Claims 24-33 are withdrawn from further consideration. Election/Restrictions Applicant's election with traverse of Group I, claims 1-23, in the reply filed on 10/7/2025 is acknowledged. However, because applicant did not distinctly and specifically point out the supposed errors in the restriction requirement, the election has been treated as an election without traverse (MPEP § 818.01(a)). The requirement is still deemed proper and is therefore made FINAL. Information Disclosure Statement The Information Disclosure Statement filed on 1/25/2023 is in compliance with the provisions of 37 CFR 1.97 and has been considered. An initialed copy of the Form 1449 is enclosed herewith. Specification The disclosure is objected to because of the following informalities: [0039] change “FIG. 4B” to “FIG. 4C”. Appropriate correction is required. Claim Rejections - 35 USC § 101 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title. Claims 1-23 are rejected under 35 U.S.C. 101 because the claimed invention is directed to an abstract idea without significantly more. Step 2A, Prong 1: identify the abstract ideas. Regarding claims 1 and 11, the claims have the abstract idea of “comparing”. This “comparing” is an evaluation which is a mental process and abstract idea. Step 2A, Prong 2: has the abstract ideas been integrated into a particular practical application? Once the abstract idea/comparing is completed there are no process limitations leading to a tangible action. As such, it appears there is no application, and by extension, no practical application either. Step 2B: does the claim recite any elements which are significantly more than the abstract idea? Claimed elements other than the abstract idea include obtaining samples, preparing the samples for NMR, obtaining an NMR spectra, and averaging (claim 1) or doing a principal component analysis (claim 11) on the NMR spectra. These are all well-known routine and conventional in the art, and thus not “significantly more”. Dependent claims only further refine the abstract idea. Claim Rejections - 35 USC § 102 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. Claim(s) 1-3, 6-8, 10-16, and 23 is/are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Tsao et al. (US 2019/0079100 A1). Regarding claim 1, Tsao describes a method for comparing manufacturing processes of at least one protein ([0036] “evaluation (comparison) of different manufacturing” ), comprising: a. obtaining a plurality of samples from at least two manufacturing processes ([0035] “a glycoprotein preparation (e.g., such as a glycoprotein drug substance or a precursor thereof) can be a sample from a proposed or test batch of a drug substance or drug product.”); b. preparing said samples for NMR spectroscopy ([0099] “Samples of an intact target antibody, an intact test antibody (having the same amino acid sequence as the target antibody), and two additional intact antibodies ("non-target antibody 1" and "non-target antibody 2", each of which had amino acid sequences that differed from the target antibody) were buffer exchanged into a formulation buffer containing 7.34 mM Citrate, pH=5.2, 104 mM NaCl in 100% D20, at a concentration of 45-50 mg/mL. NMR samples were prepared in a regular NMR tube”); c. subjecting prepared samples to a NMR experiment ([0099] “HMQC NMR acquisition time was around 2.5 days, with 2048x400 points acquired and 512 scans each point. Data was processed in Topspin software”); d. obtaining NMR spectra for said samples from said NMR experiment ([0101] “The 2D HMQC spectrum of glycosylated target antibody (where glycans were cleaved from the target antibody), showing methyl peaks, is depicted in FIG. 1. The overlays of 2D HMQC NMR spectra of the target antibody with the test antibody are shown in FIG. 2 (which shows methyl peaks). Spectral similarities were observed for methyl peaks in the target antibody and the test antibody, as shown in FIG. 2. Overlays of 2D HMQC NMR spectra of the target antibody with non-target antibody 1 is shown in FIG. 3; and spectra of the target antibody with non-target antibody 2 is shown in FIG. 4 (all figures depicting methyl peaks), where the differences are highlighted.”); e. averaging said spectra of each of said at least two manufacturing processes (“Example 3: Characterization of Antibodies by Comparison of Point Intensities” and [0127] “For all samples, point intensities were evaluated from 6.49 ppm to 12.00 ppm, using 2259 points. To decrease the number of points for comparison, point intensities were binned by averaging the intensity for every 10 points.”); and f. comparing said averaged NMR spectra from said at least two manufacturing processes to detect differences in protein higher order structure ([0127] “Comparison between two samples was made by plotting a correlation plot, where all the points/intensities for both samples are plotted and the correlation of fit is calculated.” And [0115] “This demonstrates that differences in relative peak intensity can be used to assess similarity of higher-order structure of proteins.”). Regarding claims 2 and 3, Tsao describes the method of claim 1, wherein said protein is an antibody, a bispecific antibody, a multispecific antibody, antibody fragment, monoclonal antibody, antibody drug conjugate, antibody/targeted drug conjugate, conjugated monoclonal antibody, conjugated monoclonal antibody fragment, or an Fc fusion protein ([0034] “antibodies include monoclonal antibodies”). Regarding claim 6, Tsao describes the method of claim 1, wherein said NMR spectra are 2D-NMR spectra ([0068] “two-dimensional NMR (2D-NMR)”). Regarding claim 7, Tsao describes the method of claim 6, wherein said 2D-NMR spectra are obtained using a homonuclear NMR experiment through correlation spectroscopy (COSY), total correlation spectroscopy (TOCSY) or nuclear Overhauser effect spectroscopy (NOESY) ([0068] “correlation spectroscopy magnetic-angle spinning NMR (COSY-NMR”). Regarding claim 8, Tsao describes the method of claim 6, wherein said 2D-NMR spectra are obtained using a heteronuclear NMR experiment through 1H-15N HSQC or 1H-13C HSQC ([0068] “heteronuclear single-quantum coherence NMR (HSQC-NMR),” and [0027] “2D 1H-13C correlation spectrum”). Regarding claim 10, Tsao describes the method of claim 1 capable of comparing two manufacturing processes of protein ([0036] “evaluation (comparison) of different manufacturing”). Regarding claim 11, Tsao describes a method for comparing manufacturing processes of at least one protein ([0036] “evaluation (comparison) of different manufacturing”), comprising: (a) obtaining a plurality of protein samples from at least two manufacturing processes ([0035] “a glycoprotein preparation (e.g., such as a glycoprotein drug substance or a precursor thereof) can be a sample from a proposed or test batch of a drug substance or drug product.”); (b) preparing said samples for NMR spectroscopy ([0099] “Samples of an intact target antibody, an intact test antibody (having the same amino acid sequence as the target antibody), and two additional intact antibodies ("non-target antibody 1" and "non-target antibody 2", each of which had amino acid sequences that differed from the target antibody) were buffer exchanged into a formulation buffer containing 7.34 mM Citrate, pH=5.2, 104 mM NaCl in 100% D20, at a concentration of 45-50 mg/mL. NMR samples were prepared in a regular NMR tube”); (c) subjecting said samples to a NMR experiment ([0099] “HMQC NMR acquisition time was around 2.5 days, with 2048x400 points acquired and 512 scans each point. Data was processed in Topspin software”); and (d) subjecting resulting NMR spectra to a principal component analysis to compare manufacturing processes to detect differences in protein higher order structure ([0028] “In some embodiments, the step of comparing comprises a statistical analysis ( e.g., linear regression analysis) and the representation is a linear regression plot” and “Analysis Methods” and [0067] “analyze signals associated with higher-order structure of a protein,” Examiner’s note: “principal component analysis” is a technique used to reduce the dimensionality of large datasets by transforming the data onto a new, lower-dimensional coordinate system which is being done in the cited portions.). Regarding claim 12, Tsao describes The method of claim 11, wherein said NMR spectra in said principal component analysis are clustered by manufacturing process (“Example 4: Manufacture of a Biosimilar Protein” [0137] “Samples of an intact test protein are obtained, which protein is in a first state. A sample of the test protein in the first state is exposed to a stressor to obtain a sample of the test protein in a second state. NMR is used to detect representative peaks for the protein in the first state and corresponding peaks for the protein in the second state. Differences in relative peak intensities are determined between the representative peaks for the protein in the first state and corresponding peaks for the protein in the second state to determine a test protein delta. Linear regression analysis is used to compare the test protein delta to a corresponding target protein delta of a target protein to produce a linear regression plot. The target protein has an amino acid sequence at least 98% identical to the test protein. An R2 value of 0.91 is determined for the linear regression plot, which is tolerable. The test protein is processed into drug product for administration.”). Regarding claim 13, Tsao describes the method of claim 12, further comprising subjecting said principal component analysis clusters to statistical analysis to compare manufacturing processes (“Example 4: Manufacture of a Biosimilar Protein” [0137] “Samples of an intact test protein are obtained, which protein is in a first state. A sample of the test protein in the first state is exposed to a stressor to obtain a sample of the test protein in a second state. NMR is used to detect representative peaks for the protein in the first state and corresponding peaks for the protein in the second state. Differences in relative peak intensities are determined between the representative peaks for the protein in the first state and corresponding peaks for the protein in the second state to determine a test protein delta. Linear regression analysis is used to compare the test protein delta to a corresponding target protein delta of a target protein to produce a linear regression plot. The target protein has an amino acid sequence at least 98% identical to the test protein. An R2 value of 0.91 is determined for the linear regression plot, which is tolerable. The test protein is processed into drug product for administration.”. Regarding claim 14, Tsao describes the method of claim 11, further comprising determining at least one area of said NMR spectra that contributes to at least one difference measured using principal component analysis, wherein said area is determined by plotting at least one loading as a contour plot on said NMR spectra (figures 1-4). Regarding claims 15 and 16, Tsao describes the method of claim 11, wherein said protein is an antibody, a bispecific antibody, a multispecific antibody, antibody fragment, monoclonal antibody, or an Fc fusion protein ([0034] “antibodies include monoclonal antibodies”). Regarding claim 23, Tsao describes the method of claim 11 capable of comparing two manufacturing processes of protein ([0036] “evaluation (comparison) of different manufacturing”). Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. The factual inquiries for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. This application currently names joint inventors. In considering patentability of the claims the examiner presumes that the subject matter of the various claims was commonly owned as of the effective filing date of the claimed invention(s) absent any evidence to the contrary. Applicant is advised of the obligation under 37 CFR 1.56 to point out the inventor and effective filing dates of each claim that was not commonly owned as of the effective filing date of the later invention in order for the examiner to consider the applicability of 35 U.S.C. 102(b)(2)(C) for any potential 35 U.S.C. 102(a)(2) prior art against the later invention. Claim(s) 4, 5, and 17-21 is/are rejected under 35 U.S.C. 103 as being unpatentable over Tsao et al. (US 2019/0079100 A1) in view of Switzar et al. (J. Proteome Res. 2013, 12, 1067−1077). Regarding claims 4 and 5, Tsao describes the method of claim 1, however is silent to wherein preparing said samples for NMR spectroscopy includes a step of contacting said samples to at least one hydrolyzing agent or wherein said hydrolyzing agent is immunoglobulin-degrading enzyme of Streptococcus pyogenes (IdeS) or a variant thereof. Switzar describes “immunoglobulin-degrading enzyme of Streptococcus pyogenes (IdeS)” (page 1069) for sample preparation. Additionally, Switzar describes that “This bacterial cysteine protease specifically cleaves immunoglobulin G (IgG) under its hinge domain and cleaves the heavy chain into two fragments,41 whereas the streptococcal cysteine proteinase streptococcal exotoxin B (SpeB from the same bacterium) cleaves the heavy chains of all human immunoglobulins.42 IdeS digestion of IgG results in three protein fragments of ∼25 kDa (the light chain, and the VH−he1 and CH2−nd3 domains of the heavy chain) that could easily be separated and characterized by LC-ESI-QTOF MS.” (page 1069-1070), suggesting motivation to use this hydrolyzing agent when working with proteins. Therefore it would have been obvious for one skilled in the art at the time the invention was filed to incorporate immunoglobulin-degrading enzyme of Streptococcus pyogenes (IdeS) hydrolyzing agent into the method of Tsao as suggested by Switzar because this would allow for the protein to be easily separated and characterized. Regarding claims 17 and 18, Tsao describes the method of claim 11, however is silent to wherein preparing said samples for NMR spectroscopy includes a step of contacting said samples to at least one hydrolyzing agent and wherein said hydrolyzing agent is immunoglobulin-degrading enzyme of Streptococcus pyogenes (IdeS) or a variant thereof. Switzar describes “immunoglobulin-degrading enzyme of Streptococcus pyogenes (IdeS)” (page 1069) for sample preparation. Additionally, Switzar describes that “This bacterial cysteine protease specifically cleaves immunoglobulin G (IgG) under its hinge domain and cleaves the heavy chain into two fragments,41 whereas the streptococcal cysteine proteinase streptococcal exotoxin B (SpeB from the same bacterium) cleaves the heavy chains of all human immunoglobulins.42 IdeS digestion of IgG results in three protein fragments of ∼25 kDa (the light chain, and the VH−he1 and CH2−nd3 domains of the heavy chain) that could easily be separated and characterized by LC-ESI-QTOF MS.” (page 1069-1070),, suggesting motivation to use this hydrolyzing agent when working with proteins. Therefore it would have been obvious for one skilled in the art at the time the invention was filed to incorporate immunoglobulin-degrading enzyme of Streptococcus pyogenes (IdeS) hydrolyzing agent into the method of Tsao as suggested by Switzar because this would allow for the protein to be easily separated and characterized. Regarding claim 19, the combination described above describes the method of claim 17, wherein said NMR spectra are 2D-NMR spectra (Tsao: [0068] “two-dimensional NMR (2D-NMR)”). Regarding claim 20, the combination described above describes the method of claim 19, wherein said 2D-NMR spectra are obtained using a homonuclear NMR experiment through correlation spectroscopy (COSY), total correlation spectroscopy (TOCSY) or nuclear Overhauser effect spectroscopy (NOESY) (Tsao: [0068] “correlation spectroscopy magnetic-angle spinning NMR (COSY-NMR”). Regarding claim 21, the combination described above describes the method of claim 19, wherein said 2D-NMR spectra are obtained using a heteronuclear NMR experiment through 1H-15N HSQC or 1H-13C HSQC (Tsao: [0068] “heteronuclear single-quantum coherence NMR (HSQC-NMR),” and [0027] “2D 1H-13C correlation spectrum”). Claim(s) 9 and 22 is/are rejected under 35 U.S.C. 103 as being unpatentable over Tsao et al. (US 2019/0079100 A1) in view of Amezcua et al. (JOURNAL OF PHARMACEUTICAL SCIENCES, VOL. 102, NO. 6, JUNE 2013, provided on the IDS on 1/25/2023). Regarding claim 9, Tsao describes the method of claim 1, however is silent to wherein comparison includes applying ECHOS-NMR on said averaged NMR spectra from said at least two manufacturing processes. Amezcua describes “easy comparability of HOS by NMR (ECHOS-NMR)” (abstract and page 1725). Additionally, Tsao describes “we analyzed the NMR data with easy comparability of HOS by NMR (ECHOS-NMR). This method couples the NMR fingerprinting principle with a simple statistical analysis to easily quantify the degree of structural similarity” suggesting motivation to use this technique when comparing NMR structures. Therefore it would have been obvious to one skilled in the art at the time the invention was filed to incorporate ECHOS-NMR into the analysis of Tsao as suggested by Amezcua as this would allow “simple statistical analysis to easily quantify the degree of structural similarity”. Regarding claim 22, Tsao describes the method of claim 11, however is silent to wherein comparison includes applying ECHOS-NMR on said averaged NMR spectra from said at least two manufacturing processes. Amezcua describes “easy comparability of HOS by NMR (ECHOS-NMR)” (abstract and page 1725). Additionally, Tsao describes “we analyzed the NMR data with easy comparability of HOS by NMR (ECHOS-NMR). This method couples the NMR fingerprinting principle with a simple statistical analysis to easily quantify the degree of structural similarity” suggesting motivation to use this technique when comparing NMR structures. Therefore it would have been obvious to one skilled in the art at the time the invention was filed to incorporate ECHOS-NMR into the analysis of Tsao as suggested by Amezcua as this would allow “simple statistical analysis to easily quantify the degree of structural similarity”. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to EMILY R BERKELEY whose telephone number is (571)272-9831. The examiner can normally be reached M-Th 9-6. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Elizabeth Robinson can be reached at 571-272-7129. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /EMILY R. BERKELEY/ Examiner Art Unit 1796 /ELIZABETH A ROBINSON/Supervisory Patent Examiner, Art Unit 1796
Read full office action

Prosecution Timeline

Jun 28, 2022
Application Filed
Dec 16, 2025
Non-Final Rejection mailed — §101, §102, §103
Mar 16, 2026
Response Filed
May 27, 2026
Final Rejection mailed — §101, §102, §103 (current)

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Prosecution Projections

3-4
Expected OA Rounds
76%
Grant Probability
99%
With Interview (+28.2%)
3y 1m (~0m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 411 resolved cases by this examiner. Grant probability derived from career allowance rate.

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