Prosecution Insights
Last updated: April 19, 2026
Application No. 17/025,817

REPLACEABLE SENSOR SYSTEMS AND METHODS

Non-Final OA §103
Filed
Sep 18, 2020
Examiner
ROZANSKI, GRACE NMN
Art Unit
3791
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
Graphwear Technologies Inc.
OA Round
7 (Non-Final)
65%
Grant Probability
Moderate
7-8
OA Rounds
4y 1m
To Grant
70%
With Interview

Examiner Intelligence

Grants 65% of resolved cases
65%
Career Allow Rate
48 granted / 74 resolved
-5.1% vs TC avg
Minimal +5% lift
Without
With
+4.6%
Interview Lift
resolved cases with interview
Typical timeline
4y 1m
Avg Prosecution
44 currently pending
Career history
118
Total Applications
across all art units

Statute-Specific Performance

§101
15.9%
-24.1% vs TC avg
§103
55.4%
+15.4% vs TC avg
§102
8.1%
-31.9% vs TC avg
§112
14.9%
-25.1% vs TC avg
Black line = Tech Center average estimate • Based on career data from 74 resolved cases

Office Action

§103
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 . Information Disclosure Statement The information disclosure statement (IDS) submitted on 09/10/21, 12/02/21, 12/07/21, 12/13/22 and 01/12/24 have been considered by the examiner. Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant’s submission filed on December 1, 2025 has been entered. Amendment Entered In response to the amendment filed on December 1, 2025, amended claim 1 has been entered. Response to Arguments Applicant’s arguments filed with respect to the prior art rejections raised in the previous office action were fully considered and are moot in view of the current combination of references that were necessitated by amendment. Please see prior art section below for more detail, updated citations (Liu reference), and updated obviousness rationale. 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 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. Claims 1-4, 11, 13, 15, 17-19, 21, 23, 25-27 and 78 are rejected under 35 U.S.C. 103 as being unpatentable over Pushpala (U.S. Patent Application Document 2017/0251958 A1) in further view of Liu (CN 105152125A), Patolsky (U.S. Patent Application Document 2018/0372678 A1) and Lin (U.S. Patent Application Document 2017/0181669 A1). Pushpala, Patolsky and Lin were applied in the previous office action Regarding claim 1, Pushpala teaches a modular sensor [fig. 1 and 24, element 116] comprising: a substrate [fig. 10A, element 91; par. 86]; and one or more sensor elements on the surface of the substrate [par. 45], wherein each of the one or more sensor elements comprises a pair of contact electrodes of a plurality of contact electrodes [par. 65] and a nanoscale material layer in contact with electrodes [par. 93], and wherein the sensor element is configured to detect one or more biomarkers in a biological fluid of a subject [par. 49], and wherein the substrate comprising the one or more sensor elements thereon is configured to be operably and releasably coupled to a device for use as a sensing apparatus [fig. 1, element 190; par. 38]. However, Pushpala does not teach a substrate, wherein the substrate comprises a first portion functionalized with a hydrophilic material positioned to attract polar fluid towards one or more sensor elements and a second portion, positioned near the one or more sensor elements, functionalized with a hydrophobic material, wherein the first portion and the second portion are configured to facilitate localization of the polar fluid on the one or more sensor elements; wherein the nanoscale material layer serves as an electrically conducting channel between the source and drain electrodes, and wherein the electrically conducting channel is formed due to the polar fluid localized on the nanoscale material layer of the one or more sensor elements Liu teaches a substrate, wherein the substrate comprises a first portion functionalized with a hydrophilic material [par. 19] positioned to attract polar fluid [par. 44] towards one or more sensor elements [par. 18-20, 56, 91 “The aqueous dispersion was uniformly coated onto the substrate surface, spontaneously generating wetting and dewetting behavior, and eventually condensing in the hydrophilic region”] and a second portion, positioned near the one or more sensor elements, functionalized with a hydrophobic material [par. 19], wherein the first portion and the second portion are configured to facilitate localization of the polar fluid on the one or more sensor elements [par. 18-20, 91, 114] Therefore, it would have been prima facie obvious to a person having ordinary skill in the art when the invention was filed to modify the method as taught by Pushpala, to incorporate wherein the nanoscale material layer serves as an electrically conducting channel between the source and drain electrodes, and wherein the electrically conducting channel is formed due to the polar fluid localized on the nanoscale material layer of the one or more sensor elements, for providing ordered self-assembly and patterning of micro and nanomaterials based on microchannel structures, as evidence by Liu [par. 16] Liu teaches wherein the nanoscale material layer serves as an electrically conducting channel between the source and drain electrodes, and wherein the electrically conducting channel is formed due to the polar fluid localized on the nanoscale material layer of the one or more sensor elements [fig. 13; par. 112 “The active layer 84 covers the insulating layer 83 and can be formed from a semiconductor ordered nanofilm, as shown in Figure 13. Source and drain electrodes 85 and 86 are deposited on the active layer 84 to form a TFT device array”, 114 “Through self-assembly wetting and dewetting behavior, the filler is ultimately deposited only in the hydrophilic region, forming a thin film with a pattern reversed to that of the hydrophobic region”] Therefore, it would have been prima facie obvious to a person having ordinary skill in the art when the invention was filed to modify the method as taught by Pushpala, to incorporate a substrate, wherein the substrate comprises a first portion functionalized with a hydrophilic material positioned to attract polar fluid towards one or more sensor elements and a second portion, positioned near the one or more sensor elements, functionalized with a hydrophobic material, wherein the first portion and the second portion are configured to facilitate localization of the polar fluid on the one or more sensor elements, for providing ordered self-assembly and patterning of micro and nanomaterials based on microchannel structures, as evidence by Liu [par. 16] However, Pushpala does not teach a nanoscale material layer extending on or between and in physical contact with the pair of contact electrodes, wherein the nanoscale material layer connects a first contact electrode of the pair of contact electrodes to a second contact electrode of the pair of contact electrodes. Patolsky teaches a nanoscale material layer extending on or between and in physical contact with the pair of contact electrodes, wherein the nanoscale material layer connects a first contact electrode of the pair of contact electrodes to a second contact electrode of the pair of contact electrodes [fig. 8A, elements, 40, 42, 44; par. 122] Therefore, it would have been prima facie obvious to a person having ordinary skill in the art when the invention was filed to modify the method as taught by Pushpala, to incorporate a nanoscale material layer extending on or between and in physical contact with the pair of contact electrodes, wherein the nanoscale material layer connects a first contact electrode of the pair of contact electrodes to a second contact electrode of the pair of contact electrodes, for providing measurement of a biomarker according to the voltage applied to the nanostructure coupled to each set of electrodes, as evidence by Patolsky [par. 122] However, Pushpala does not teach a plurality of contact electrodes on the substrate; and wherein the sensor element is configured as a field effect transistor comprising a nanoscale material layer, a source electrode and a drain electrode formed by the pair of contact electrodes Lin teaches a plurality of contact electrodes on the substrate [par. 234]; and wherein the sensor element is configured as a field effect transistor comprising a nanoscale material layer, a source electrode and a drain electrode formed by the pair of contact electrodes [fig. 28A; par. 26, 234; Claim 32] Therefore, it would have been prima facie obvious to a person having ordinary skill in the art when the invention was filed to modify the method as taught by Pushpala, to incorporate a plurality of contact electrodes on the substrate; and wherein the sensor element is configured as a field effect transistor comprising a nanoscale material layer, a source electrode and a drain electrode formed by the pair of contact electrodes, for detection of low-charge, low-molecular-weight molecules, as evidence by Lin [par. 26] Regarding claim 2, Pushpala further teaches the modular sensor is configured to function as an active sensing unit when electronically coupled to the device [fig. 1 and 10C-E; par. 38]. Regarding claim 3, Pushpala further teaches the modular sensor is configured to fit within a recessed housing on the device [fig. 1; par. 38 and 43] Regarding claim 4, Pushpala further teaches the modular sensor is protected by the recessed housing [par. 38, 43 and 80]. Regarding claim 11 Pushpala further teaches the plurality of sensor elements is configured to detect one or more biomarkers in a biological fluid of a subject [par. 46] Regarding claim 13, Pushpala further teaches the biological fluid comprises sweat or interstitial fluid obtained via the surface of the skin [par. 47]. Regarding claim 15, Pushpala further teaches each of the plurality of sensor elements is configured to detect a different biomarker [par. 46 and 48]. Regarding claim 17, Pushpala further teaches the one or more biomarkers comprises an electrolyte, glucose, lactic acid, IL6, a cytokine, HER2, Cortisol, ZAG, cholesterol, vitamins, a protein, a drug molecule, a metabolite, a peptide, an amino acid, a DNA, an RNA, an aptamer, an enzyme, a biomolecule, a chemical molecule, a synthetic molecule, or combinations thereof [par. 46]. Regarding claim 18, Pushpala further teaches the one or more biomarkers comprises one or more of an electrolyte, glucose, and lactic acid [par. 46]. Regarding claim 19, Pushpala further teaches the biological fluid sample comprises sweat, breath, saliva, earwax, urine, semen, blood plasma, a bio-fluid, a chemical fluid, an air sample, a gas sample, or a combination thereof [par. 46]. Regarding claim 21, Pushpala further teaches the plurality of sensor elements is configured to detect the one or more biomarkers when in contact with the biological fluid sample [par. 46 and 61]. Regarding claim 23, Pushpala further teaches the plurality of sensor elements is configured to detect a presence and concentration of the one or more biomarkers substantially in real-time when the device is being worn on the subject or in proximity to the subject [par. 46, 61, 105]. Regarding claim 25, Pushpala further teaches the data indicative of the presence and concentrations of the one or more biomarkers is collected on the device over a time period that the device is being worn on the subject or in proximity to the subject [par. 46 and 105-106]. Regarding claim 26, Pushpala further teaches the modular sensor is configured to be operably and releasably coupled to the device without the use of tools [par. 111, Examiner notes the sensor is coupled to the device magnetically]. Regarding claim 27, Pushpala further teaches the modular sensor is configured to be operably and releasably coupled to the device in less than 10 seconds [par. 111, Examiner notes coupling the sensor to the device magnetically would take less than 10 seconds] Regarding claim 78, Patolsky further teaches the nanoscale material layer electrically connects a pair of contact electrodes [fig. 8A, elements, 40, 42, 44; par. 122] Therefore, it would have been prima facie obvious to a person having ordinary skill in the art when the invention was filed to modify the method as taught by Pushpala, to incorporate the nanoscale material layer electrically connects a pair of contact electrodes, for providing measurement of a biomarker according to the voltage applied to the nanostructure coupled to each set of electrodes, as evidence by Patolsky (par. 122) Claims 5 and 6 are rejected under 35 U.S.C. 103 as being unpatentable over Pushpala, Liu, Patolsky and Lin and in further view of Eid (U.S. Patent Application Document 2018/0026393 A1). Eid was applied in the previous office action Regarding claim 5, Pushpala, Liu, Patolsky and Lin teach a modular sensor, as disclosed above, and the device comprises a magnetic material [par. 111]. However, Pushpala, Liu, Patolsky and Lin do not teach the substrate comprises a ferrous metal or alloy. Eid teaches the substrate comprises a ferrous metal or alloy [fig. 1, element 108A-C; par. 15 and 23]. Therefore, it would have been prima facie obvious to a person having ordinary skill in the art when the invention was filed to modify the method as taught by Pushpala, Liu, Patolsky and Lin, to incorporate the substrate comprises a ferrous metal or alloy, as these metals create magnetic fields, as evidence by Eid (par. 23). Regarding claim 6, Eid further teaches the modular sensor is configured to be coupled and held in place on the device via an attractive force between the magnetic material and the ferrous metal or alloy [fig. 1, element 108A-C; par. 15 and 23]. Therefore, it would have been prima facie obvious to a person having ordinary skill in the art when the invention was filed to modify the method as taught by Pushpala, Liu, Patolsky and Lin, to incorporate the modular sensor is configured to be coupled and held in place on the device via an attractive force between the magnetic material and the ferrous metal or alloy, for connecting the device, as evidence by Eid (par. 15). Claim 22 is rejected under 35 U.S.C. 103 as being unpatentable over Pushpala, Liu, Patolsky and Lin and in further view of Rogers (U.S. Patent Application Document 2021/0145352 A1). Rogers was applied in the previous office action Regarding claim 22, Pushpala, Liu, Patolsky and Lin teach a modular sensor, as disclosed above. However, Pushpala, Liu, Patolsky and Lin do not teach the plurality of sensor elements is capable of detecting the one or more biomarkers in a non-invasive manner, without requiring penetration of the subject's skin to extract the biological fluid sample. Rogers teaches the plurality of sensor elements is capable of detecting the one or more biomarkers in a non-invasive manner, without requiring penetration of the subject's skin to extract the biological fluid sample [par. 7]. Therefore, it would have been prima facie obvious to a person having ordinary skill in the art when the invention was filed to modify the method as taught by Pushpala, Liu, Patolsky and Lin, to incorporate the plurality of sensor elements is capable of detecting the one or more biomarkers in a non-invasive manner, without requiring penetration of the subject's skin to extract the biological fluid sample, for minimizing discomfort of the subject, as evidence by Rogers. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to GRACE L ROZANSKI whose telephone number is (571)272-7067. The examiner can normally be reached M-F 8:30am-5pm, alt F 8:30am-5pm. 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, Alexander Valvis can be reached on (571)272-4233. 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. /GRACE L ROZANSKI/Examiner, Art Unit 3791 /ALEX M VALVIS/Supervisory Patent Examiner, Art Unit 3791
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Prosecution Timeline

Sep 18, 2020
Application Filed
Jun 08, 2022
Non-Final Rejection — §103
Dec 13, 2022
Response Filed
Jan 13, 2023
Final Rejection — §103
Jun 05, 2023
Interview Requested
Jun 08, 2023
Applicant Interview (Telephonic)
Jun 20, 2023
Request for Continued Examination
Jun 21, 2023
Examiner Interview Summary
Jun 28, 2023
Response after Non-Final Action
Jun 29, 2023
Non-Final Rejection — §103
Dec 26, 2023
Interview Requested
Jan 12, 2024
Response Filed
Feb 23, 2024
Examiner Interview Summary
Apr 19, 2024
Final Rejection — §103
Oct 21, 2024
Request for Continued Examination
Oct 22, 2024
Response after Non-Final Action
Dec 13, 2024
Non-Final Rejection — §103
May 19, 2025
Response Filed
Aug 29, 2025
Final Rejection — §103
Dec 01, 2025
Request for Continued Examination
Dec 14, 2025
Response after Non-Final Action
Jan 05, 2026
Non-Final Rejection — §103 (current)

Precedent Cases

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

7-8
Expected OA Rounds
65%
Grant Probability
70%
With Interview (+4.6%)
4y 1m
Median Time to Grant
High
PTA Risk
Based on 74 resolved cases by this examiner. Grant probability derived from career allow rate.

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