Prosecution Insights
Last updated: October 04, 2026

Shackelford, Bowen, Mckinley & Norton (Amini)

Technology areas: Biotechnology & Pharmaceuticals • Chemistry & Materials

39 pending office actions • 16 clients • 38 examiners • 27 art units • 0 of 39 (0%) have an AI response strategy ready

Analysis

Shackelford, Bowen, McKinley & Norton (Amini) has a career history of 1097 career applications, primarily in the Biotechnology & Pharmaceuticals technology area. The firm has achieved a resolved allowance rate pct of 84.73. Currently, there are 27 pending office actions. The 1097 career applications indicate the level of experience in the biotech sector.

The average office actions per allowance for this profile is 3.05. This figure provides a benchmark for the prosecution timeline in the Biotechnology & Pharmaceuticals field. The 84.73 resolved allowance rate pct demonstrates the record of success for the 1097 career applications filed. With 27 pending office actions, the firm is actively managing its ongoing examination process. These metrics offer a clear view of the firm's performance and its presence in biotechnology patent law.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Quality Metrics (n=1097 apps, methodology: how we score firms)

84.7%
Allowance Rate
n=1097
+0.53σ
Allowance Rate (norm)
n=1097
3.0
OAs to Allowance
n=494
-0.34σ
OAs to Allow (norm)
n=494
1045 days
Time to Allowance
n=494
+14.4pp
Interview Lift
n=1097
28.1%
RCE Rate
n=1097
1.4%
Appeal Rate
n=1097

Rejection Performance (% of received rejections ultimately overcome)

50.9%
§101 Overcome
n=57
67.9%
§102 Overcome
n=287
67.9%
§103 Overcome
n=458
67.3%
§112 Overcome
n=321

Specialization & Scale

G01N, A61K, H01L
Top CPC Subclasses
13%
Top-3 CPC Share
n=1097
0
Practitioners
n=1097
—
Apps / Practitioner
n=1097 (min 20)

Portfolio Summary

39
Total Pending OAs
27
Non-Final OAs
12
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 13 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

8
Overdue
0
Due this week
3
Due this month
1
Due in next 60 days
1
Due later

Deadline Fire Line

Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 13 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (8)Due ≤ 30 days (3)Due ≤ 60 days (1)Due later (1)

Case Difficulty Mix

Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.

18
Hard (46%)
18
Medium (46%)
3
Easy (8%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only2 (5%)
§101 + other3 (8%)
§103 only10 (26%)
§102 only1 (3%)
§112 only2 (5%)
Double-patenting only1 (3%)
Double-patenting + other7 (18%)
Multi-statute (no §101)13 (33%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

20
Life Sciences
51% of docket
0
Information Tech
0% of docket
1
Communications
3% of docket
1
Semiconductors
3% of docket
6
Mechanical / Eng
15% of docket
11
Business / Other
28% of docket

Time-on-OA Estimate

Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.

390 h
Manual time on pending OAs
78 h
Time saved (low, 20%)
136 h
Time saved (mid, 35%)
3.4 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
LIU, TRACY 2 54.5% +27.3%
FURTADO, WINSTON RAHUL 1 19.4% +23.4%
SHERMAN, STEPHEN G 1 82.2% +16.8%
IBRAHIM, MEDINA AHMED 1 87.4% +12.2%
MELHUS, BENJAMIN S 1 60.4% +44.1%
SCHIFFMAN, BENJAMIN A 1 65.6% +27.7%
STIVALETTI, MATHEUS R 1 37.1% +28.3%
YANG, ZHEREN J 1 57.4% +52.4%
YANG, WEI WEN 1 81.9% +11.5%
MALAMUD, DEBORAH LESLIE 1 78.2% +9.6%

Quick Wins (2)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
19018976 SPARTAN: SELF-SUPERVISED SPATIOTEMPORAL TRANSFORMERS APPROACH TO GROUP ACTIVITY RECOGNITION SHERMAN, STEPHEN G —
18863553 SENSOR-BASED SMART INSECT MONITORING SYSTEM IN THE WILD YANG, WEI WEN —

Hard Cases (18)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.

App #TitleExaminerDue in
18283738 ROBOTICS ASSISTED OPENING SYSTEMS AND METHODS TIGHE, BRENDAN P 131d overdue
16961757 SOLID ELECTROLYTE FOR SODIUM BATTERIES NEDIALKOVA, LILIA V 124d overdue
18015627 SYSTEMS AND METHODS FOR CELL CAPTURE, BIOMARKER DETECTION, AND CONTACT-FREE CELL LYSIS LU, FRANK WEI MIN 16d overdue
18027993 DISCOVERY AND USE OF IMMUNOGENIC PEPTIDES FOR THE TREATMENT AND PREVENTION OF CANCERS STOICA, ELLY GERALD 11d overdue
18957286 COLLABORATIVE HUMAN-MACHINE LEARNING SYSTEM STIVALETTI, MATHEUS R 4d overdue
18564763 FACTOR XIIA INHIBITORS CHENG, KAREN 9d
18438449 MULTIPLE CAMERA AND MULTIPLE THREE-DIMENSIONAL OBJECT TRACKING ON THE MOVE FOR AUTONOMOUS VEHICLES JONES, ANDREW B 21d
18290113 TISSUE-CULTURE INDEPENDENT GENE EDITING OF CELLS BY A LONG-DISTANCE RNA TRANSPORT SYSTEM DELEO, VICTORIA LYNN 77d

Interview Candidates (10)

Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.

App #TitleExaminerDue in
18957286 COLLABORATIVE HUMAN-MACHINE LEARNING SYSTEM STIVALETTI, MATHEUS R 4d overdue
19116966 METHOD AND APPARATUS FOR GENERATING VIRTUAL POPULATIONS OF ANATOMY FURTADO, WINSTON RAHUL —
19018976 SPARTAN: SELF-SUPERVISED SPATIOTEMPORAL TRANSFORMERS APPROACH TO GROUP ACTIVITY RECOGNITION SHERMAN, STEPHEN G —
18993995 MODIFIED PLANTS AND SEEDS WITH ENHANCED PHYSIOLOGICAL PERFORMANCE AND ENVIRONMENTAL STRESS RESISTANCE IBRAHIM, MEDINA AHMED —
18984794 INSTRUCTIONAL TECHNOLOGIES FOR POSITIONING A LOWER LIMB DURING MUSCULAR ACTIVITY AND DETECTING AND TRACKING PERFORMANCE OF A MUSCULAR ACTIVITY MELHUS, BENJAMIN S —
18962464 Resin Extrusion Printhead for 3D Printing SCHIFFMAN, BENJAMIN A —
18954396 FUNCTIONAL FOODS COMPRISING DIAMINE OXIDASE AND USES THEREOF LIU, TRACY —
18953779 Polydopamine + Sio2 Underlayer For Improving Diamond-Like Carbon Coating Adhesion And Durability YANG, ZHEREN J —

Client Portfolio (16 clients)

Top Art Units

Art UnitApps
37922
36871
17421
36231
17811
28721
16321
26671
16911
16231

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19116966 METHOD AND APPARATUS FOR GENERATING VIRTUAL POPULATIONS OF ANATOMY University Of Leeds FURTADO, WINSTON RAHUL 3687 §101§103 Non-Final OA — Pending Mar 28, 2025
19018976 SPARTAN: SELF-SUPERVISED SPATIOTEMPORAL TRANSFORMERS APPROACH TO GROUP ACTIVITY RECOGNITION BOARD OF TRUSTEES OF THE UNIVERSITY OF ARKANSAS SHERMAN, STEPHEN G §103 Non-Final OA — Pending Jan 13, 2025
18993995 MODIFIED PLANTS AND SEEDS WITH ENHANCED PHYSIOLOGICAL PERFORMANCE AND ENVIRONMENTAL STRESS RESISTANCE Texas Tech University System IBRAHIM, MEDINA AHMED §102§103§112 Non-Final OA — Pending Jan 13, 2025
18984794 INSTRUCTIONAL TECHNOLOGIES FOR POSITIONING A LOWER LIMB DURING MUSCULAR ACTIVITY AND DETECTING AND TRACKING PERFORMANCE OF A MUSCULAR ACTIVITY UNIVERSITY OF HOUSTON SYSTEM MELHUS, BENJAMIN S §101Other Non-Final OA — Pending Dec 17, 2024
18962464 Resin Extrusion Printhead for 3D Printing BOARD OF TRUSTEES OF THE UNIVERSITY OF ARKANSAS SCHIFFMAN, BENJAMIN A 1742 §103§112 Non-Final OA — Pending Nov 27, 2024
18957286 COLLABORATIVE HUMAN-MACHINE LEARNING SYSTEM Brigham Young University STIVALETTI, MATHEUS R 3623 §101 Final Rejection 4d overdue Pending Nov 22, 2024
18954396 FUNCTIONAL FOODS COMPRISING DIAMINE OXIDASE AND USES THEREOF Dr Healthcare España, S.L. LIU, TRACY §112DP Non-Final OA — Pending Nov 20, 2024
18953779 Polydopamine + Sio2 Underlayer For Improving Diamond-Like Carbon Coating Adhesion And Durability BOARD OF TRUSTEES OF THE UNIVERSITY OF ARKANSAS YANG, ZHEREN J 1781 §103§112 Non-Final OA — Pending Nov 20, 2024
18954426 FUNCTIONAL FOODS COMPRISING DIAMINE OXIDASE AND USES THEREOF Dr Healthcare España, S.L. LIU, TRACY §112DP Non-Final OA — Pending Nov 20, 2024
18863553 SENSOR-BASED SMART INSECT MONITORING SYSTEM IN THE WILD Solarid, LLC YANG, WEI WEN §103 Non-Final OA — Pending Nov 06, 2024
18927691 SELECTIVE NEUROSTIMULATION OF PERIPHERAL NERVES WITH REDUCED OFF-TARGET ACTIVATION BOARD OF TRUSTEES OF THE UNIVERSITY OF ARKANSAS MALAMUD, DEBORAH LESLIE §102§103 Non-Final OA — Pending Oct 25, 2024
18854789 RECONSTRUCTION OF THE COTTON FIBER LENGTH DISTRIBUTION FROM A FIBROGRAM Texas Tech University System FADUL, PHILIPMARCUS T §103 Non-Final OA — Pending Oct 07, 2024
18723526 METHODS AND SYSTEMS FOR EVALUATING FIBER QUALITIES University Of Toledo AHMED, JAMIL 2872 §103 Non-Final OA — Pending Jun 24, 2024
18668976 SYSTEM AND METHOD FOR IMPLANTING LONGITUDINAL INTRAFASCICULAR ELECTRODES FOR HUMAN USE BOARD OF TRUSTEES OF THE UNIVERSITY OF ARKANSAS KAHELIN, MICHAEL WILLIAM 3792 §102 Final Rejection — Pending May 20, 2024
18667296 FASCICULAR MAPPER FOR ENHANCING INTRANEURAL ELECTRODES IMPLANTATION SPECIFICITY BOARD OF TRUSTEES OF THE UNIVERSITY OF ARKANSAS COLLARD JR, DWANE EDWARD 3792 §101§102§103 Non-Final OA — Pending May 17, 2024
18694966 GFRA2 ANTIBODIES AND THEIR USE IN CANCER TREATMENT Texas Tech University System NATARAJAN, MEERA §112 Non-Final OA — Pending Mar 23, 2024
18684668 DIRECT REPROGRAMMING OF CELLS INTO CARDIAC PURKINJE-LIKE CELLS USING A UNIVERSAL SMALLMOLECULE COCKTAIL UNIVERSITY OF HOUSTON SYSTEM CORDAS, EMILY ANN 1632 §112 Non-Final OA — Pending Feb 17, 2024
18438449 MULTIPLE CAMERA AND MULTIPLE THREE-DIMENSIONAL OBJECT TRACKING ON THE MOVE FOR AUTONOMOUS VEHICLES BOARD OF TRUSTEES OF THE UNIVERSITY OF ARKANSAS JONES, ANDREW B 2667 §101§103§112 Non-Final OA 21d Pending Feb 10, 2024
18294498 VIMENTIN TARGETED PEPTOIDS FOR EARLY DIAGNOSIS AND TREATMENT OF CANCER UNIVERSITY OF HOUSTON SYSTEM KOMATSU, LI N §102§103§112DP Non-Final OA — Pending Feb 01, 2024
18568813 COMPOUNDS USEFUL IN THE TREATMENT OR PREVENTION OF A PRMT5-MEDIATED DISORDER Argonaut Therapeutics Limited VISHNYAKOVA, ELENA VLADIMIROVNA 1691 §103DP Non-Final OA — Pending Dec 09, 2023
18564763 FACTOR XIIA INHIBITORS Lunac Therapeutics Ltd. CHENG, KAREN 1623 §103§112Other Non-Final OA 9d Pending Nov 28, 2023
18563331 COATING FOR MEDICAL DEVICES Smart Reactors Service Limited GOTFREDSON, GAREN 1619 §103DP Final Rejection 8d overdue Pending Nov 21, 2023
18290113 TISSUE-CULTURE INDEPENDENT GENE EDITING OF CELLS BY A LONG-DISTANCE RNA TRANSPORT SYSTEM Texas Tech University System DELEO, VICTORIA LYNN 1662 §103§112 Final Rejection 77d Pending Nov 09, 2023
18380573 COATINGS FOR MATERIALS TO REDUCE FRICTION AND ENERGY CONSUMPTION BOARD OF TRUSTEES OF THE UNIVERSITY OF ARKANSAS RAIMUND, CHRISTOPHER W 1746 §103 Non-Final OA 10d overdue Pending Oct 16, 2023
18286796 CONDUCTIVE STIMULI-RESPONSIVE COORDINATION NETWORK LINKED WITH BISMUTH The Regents of the University of California PAGANO, ALEXANDER R 1692 §102§112 Non-Final OA — Pending Oct 13, 2023
18376380 METHOD AND APPARATUS FOR ORDERED NANOPLASMONIC SENSOR FORMATION THROUGH MICROFLUIDIC ASSEMBLY The Trustees of Dartmouth College CHIN, CHRISTOPHER L 1677 §112DP Non-Final OA — Pending Oct 03, 2023
18034312 TREATMENT AND PREVENTION OF CONDITIONS ASSOCIATED WITH RESPIRATORY DISEASES UNIVERSITY OF HOUSTON SYSTEM SALVOZA, M FRANCO G 1672 §102§103§112DP Non-Final OA — Pending Oct 03, 2023
18283738 ROBOTICS ASSISTED OPENING SYSTEMS AND METHODS UNIVERSITY OF HOUSTON SYSTEM TIGHE, BRENDAN P 3652 §102§103 Final Rejection 131d overdue Pending Sep 22, 2023
18278366 IDENTIFICATION OF GENOMIC TARGETS University Of Leeds LAFAVE, ELIZABETH ROSE §103§112 Non-Final OA — Pending Aug 22, 2023
18235751 INTEGRATED FUNCTIONAL AND MOLECULAR PROFILING OF CELLS UNIVERSITY OF HOUSTON SYSTEM PRIEST, AARON A 1681 DP Final Rejection — Pending Aug 18, 2023
18037702 MONITORING MEMBRANE PROTEIN TRAFFICKING FOR DRUG DISCOVERY AND DRUG DEVELOPMENT UNIVERSITY OF HOUSTON SYSTEM LI, RUIXIANG 1674 §102§103§112 Non-Final OA — Pending May 18, 2023
18027993 DISCOVERY AND USE OF IMMUNOGENIC PEPTIDES FOR THE TREATMENT AND PREVENTION OF CANCERS BOARD OF REGENTS OF THE UNIVERSITY OF TEXAS SYSTEM STOICA, ELLY GERALD 1647 §102§112 Non-Final OA 11d overdue Pending Mar 23, 2023
18117038 High Ionic Conductivity Rechargeable Solid State Batteries With An Organic Electrode UNIVERSITY OF HOUSTON SYSTEM WALLS-MURRAY, JESSIE LOGAN 1728 §103 Final Rejection 56d Pending Mar 03, 2023
18100456 INTRANASAL VACCINES AND THERAPEUTICS FOR RESPIRATORY DISEASES UNIVERSITY OF HOUSTON SYSTEM ROSSI, JULIA ANNE LORRAIN 1615 §103Other Final Rejection — Pending Jan 23, 2023
18015627 SYSTEMS AND METHODS FOR CELL CAPTURE, BIOMARKER DETECTION, AND CONTACT-FREE CELL LYSIS The Trustees of Dartmouth College LU, FRANK WEI MIN 1683 §102§103 Final Rejection 16d overdue Pending Jan 11, 2023
17908497 COMPOSITIONS AND METHODS FOR REPELLING ANIMALS FROM AN OBJECT Texas Tech University System LIU, SUE XU 1616 §103 Final Rejection 99d overdue Pending Aug 31, 2022
17790245 METAL PHOSPHOROTHIOATES AND METAL-SULFUR ELECTROCHEMICAL SYSTEM CONTAINING THE SAME The Trustees of Dartmouth College CHOI, EVERETT TIMOTHY 1751 §103 Non-Final OA — Pending Jun 30, 2022
17635670 PHARYNGEAL TUBE FOR ESTABLISHING A PATIENT AIRWAY Board Of Regents Of The University Texas System SUL, DOUGLAS YOUNG 3785 §103 Final Rejection 21d Pending Feb 15, 2022
16961757 SOLID ELECTROLYTE FOR SODIUM BATTERIES Iowa State University Research Foundation, Inc. NEDIALKOVA, LILIA V 1724 §102§103 Final Rejection 124d overdue Pending Jul 13, 2020

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