MPEP § 2164.01(a) — Undue Experimentation Factors (Annotated Rules)
§2164.01(a) Undue Experimentation Factors
This page consolidates and annotates all enforceable requirements under MPEP § 2164.01(a), including statutory authority, regulatory rules, examiner guidance, and practice notes. It is provided as guidance, with links to the ground truth sources. This is information only, it is not legal advice.
Undue Experimentation Factors
This section addresses Undue Experimentation Factors. Primary authority: 35 U.S.C. 112(a), 37 CFR 2164.05(a), and 37 CFR 2164.05(b). Contains: 1 permission and 8 other statements.
Key Rules
Test of Enablement (MPEP 2164.01)
In re Wands, 858 F.2d 731, 737, 8 USPQ2d 1400, 1404 (Fed. Cir. 1988) (reversing the PTO’s determination that claims directed to methods for detection of hepatitis B surface antigens did not satisfy the enablement requirement). In Wands, the court noted that there was no disagreement as to the facts, but merely a disagreement as to the interpretation of the data and the conclusion to be made from the facts. In re Wands, 858 F.2d at 736-40, 8 USPQ2d at 1403-07. The court held that the specification was enabling with respect to the claims at issue and found that “there was considerable direction and guidance” in the specification; there was “a high level of skill in the art at the time the application was filed;” and “all of the methods needed to practice the invention were well known.” 858 F.2d at 740, 8 USPQ2d at 1406. After considering all the factors related to the enablement issue, the court concluded that “it would not require undue experimentation to obtain antibodies needed to practice the claimed invention.” Id., 8 USPQ2d at 1407.
In re Wands, 858 F.2d 731, 737, 8 USPQ2d 1400, 1404 (Fed. Cir. 1988) (reversing the PTO’s determination that claims directed to methods for detection of hepatitis B surface antigens did not satisfy the enablement requirement). In Wands, the court noted that there was no disagreement as to the facts, but merely a disagreement as to the interpretation of the data and the conclusion to be made from the facts. In re Wands, 858 F.2d at 736-40, 8 USPQ2d at 1403-07. The court held that the specification was enabling with respect to the claims at issue and found that “there was considerable direction and guidance” in the specification; there was “a high level of skill in the art at the time the application was filed;” and “all of the methods needed to practice the invention were well known.” 858 F.2d at 740, 8 USPQ2d at 1406. After considering all the factors related to the enablement issue, the court concluded that “it would not require undue experimentation to obtain antibodies needed to practice the claimed invention.” Id., 8 USPQ2d at 1407.
The specification may require a reasonable amount of experimentation to make and use the invention and what is reasonable will depend on the nature of the invention and the underlying art. Amgen Inc. et al. v. Sanofi et al., 598 U.S. 594, 596, 2023 USPQ2d 602 (2023). For example, “it may suffice to give an example (or a few examples) if the specification also discloses some general quality… running through the class that gives it a peculiar fitness for the particular purpose” and “disclosing that general quality may reliably enable a person skilled in the art to make and use all of what is claimed, not merely a subset.” Id. at 611 (internal quotations omitted). However, while the specification in Amgen identified 26 exemplary antibodies that performed the claimed function by their amino acid sequences, the claims at issue were directed to a class which included “a ‘vast’ number of additional antibodies” that Amgen had not described by their amino acid sequences. Id. at 613. The Court found that Amgen sought to monopolize an entire class by their function, even though that class was much broader than the 26 exemplary antibodies disclosed by their amino acid structure. Id. at 613.
Undue Experimentation
In re Wands, 858 F.2d 731, 737, 8 USPQ2d 1400, 1404 (Fed. Cir. 1988) (reversing the PTO’s determination that claims directed to methods for detection of hepatitis B surface antigens did not satisfy the enablement requirement). In Wands, the court noted that there was no disagreement as to the facts, but merely a disagreement as to the interpretation of the data and the conclusion to be made from the facts. In re Wands, 858 F.2d at 736-40, 8 USPQ2d at 1403-07. The court held that the specification was enabling with respect to the claims at issue and found that “there was considerable direction and guidance” in the specification; there was “a high level of skill in the art at the time the application was filed;” and “all of the methods needed to practice the invention were well known.” 858 F.2d at 740, 8 USPQ2d at 1406. After considering all the factors related to the enablement issue, the court concluded that “it would not require undue experimentation to obtain antibodies needed to practice the claimed invention.” Id., 8 USPQ2d at 1407.
The specification may require a reasonable amount of experimentation to make and use the invention and what is reasonable will depend on the nature of the invention and the underlying art. Amgen Inc. et al. v. Sanofi et al., 598 U.S. 594, 596, 2023 USPQ2d 602 (2023). For example, “it may suffice to give an example (or a few examples) if the specification also discloses some general quality… running through the class that gives it a peculiar fitness for the particular purpose” and “disclosing that general quality may reliably enable a person skilled in the art to make and use all of what is claimed, not merely a subset.” Id. at 611 (internal quotations omitted). However, while the specification in Amgen identified 26 exemplary antibodies that performed the claimed function by their amino acid sequences, the claims at issue were directed to a class which included “a ‘vast’ number of additional antibodies” that Amgen had not described by their amino acid sequences. Id. at 613. The Court found that Amgen sought to monopolize an entire class by their function, even though that class was much broader than the 26 exemplary antibodies disclosed by their amino acid structure. Id. at 613.
The specification may require a reasonable amount of experimentation to make and use the invention and what is reasonable will depend on the nature of the invention and the underlying art. Amgen Inc. et al. v. Sanofi et al., 598 U.S. 594, 596, 2023 USPQ2d 602 (2023). For example, “it may suffice to give an example (or a few examples) if the specification also discloses some general quality… running through the class that gives it a peculiar fitness for the particular purpose” and “disclosing that general quality may reliably enable a person skilled in the art to make and use all of what is claimed, not merely a subset.” Id. at 611 (internal quotations omitted). However, while the specification in Amgen identified 26 exemplary antibodies that performed the claimed function by their amino acid sequences, the claims at issue were directed to a class which included “a ‘vast’ number of additional antibodies” that Amgen had not described by their amino acid sequences. Id. at 613. The Court found that Amgen sought to monopolize an entire class by their function, even though that class was much broader than the 26 exemplary antibodies disclosed by their amino acid structure. Id. at 613.
Claims Directed To
In re Wands, 858 F.2d 731, 737, 8 USPQ2d 1400, 1404 (Fed. Cir. 1988) (reversing the PTO’s determination that claims directed to methods for detection of hepatitis B surface antigens did not satisfy the enablement requirement). In Wands, the court noted that there was no disagreement as to the facts, but merely a disagreement as to the interpretation of the data and the conclusion to be made from the facts. In re Wands, 858 F.2d at 736-40, 8 USPQ2d at 1403-07. The court held that the specification was enabling with respect to the claims at issue and found that “there was considerable direction and guidance” in the specification; there was “a high level of skill in the art at the time the application was filed;” and “all of the methods needed to practice the invention were well known.” 858 F.2d at 740, 8 USPQ2d at 1406. After considering all the factors related to the enablement issue, the court concluded that “it would not require undue experimentation to obtain antibodies needed to practice the claimed invention.” Id., 8 USPQ2d at 1407.
The specification may require a reasonable amount of experimentation to make and use the invention and what is reasonable will depend on the nature of the invention and the underlying art. Amgen Inc. et al. v. Sanofi et al., 598 U.S. 594, 596, 2023 USPQ2d 602 (2023). For example, “it may suffice to give an example (or a few examples) if the specification also discloses some general quality… running through the class that gives it a peculiar fitness for the particular purpose” and “disclosing that general quality may reliably enable a person skilled in the art to make and use all of what is claimed, not merely a subset.” Id. at 611 (internal quotations omitted). However, while the specification in Amgen identified 26 exemplary antibodies that performed the claimed function by their amino acid sequences, the claims at issue were directed to a class which included “a ‘vast’ number of additional antibodies” that Amgen had not described by their amino acid sequences. Id. at 613. The Court found that Amgen sought to monopolize an entire class by their function, even though that class was much broader than the 26 exemplary antibodies disclosed by their amino acid structure. Id. at 613.
Scope Commensurate with Disclosure
A conclusion of lack of enablement means that, based on the evidence regarding each of the above factors, the specification, at the time the application was filed, would not have taught one skilled in the art how to make and/or use the full scope of the claimed invention without undue experimentation. In re Wright, 999 F.2d 1557, 1562, 27 USPQ2d 1510, 1513 (Fed. Cir. 1993).
In Amgen Inc. v. Sanofi, Aventisub LLC, 987 F.3d 1080 (Fed. Cir. 2021), which the Supreme Court affirmed, the Federal Circuit explicitly applied the Wands factors to assess whether the specification of Amgen’s patent provided sufficient enablement, for purposes of 35 U.S.C. 112(a), to make and use the full scope of the claimed invention. The court relied on evidence showing that the scope of the claims encompassed millions of antibodies and that it was necessary to screen each candidate antibody in order to determine whether it met the functional limitations of the claim. Id. at 1088. Consequently, the Federal Circuit concluded that there was a lack of enablement. See also the following cases across various technology areas: McRO, Inc. v. Bandai Namco Games Am. Inc., 959 F.3d 1091, 2020 USPQ2d 10550 (Fed. Cir. 2020); Wyeth & Cordis Corp. v. Abbott Laboratories, 720 F.3d 1380, 107 USPQ2d 1273 (Fed. Cir. 2013); Enzo Life Sciences, Inc. v. Roche Molecular Systems, Inc., 928 F.3d 1340 (Fed. Cir. 2019); and Idenix Pharmaceuticals LLC v. Gilead Sciences Inc., 941 F.3d 1149, 2019 USPQ2d 415844 (Fed. Cir. 2019).
Patent Application Content
In order to determine compliance with the enablement requirement of 35 U.S.C. 112(a), the Federal Circuit developed a framework of factors in In re Wands, 858 F.2d 731, 737, 8 USPQ2d 1400, 1404 (Fed. Cir. 1988), referred to as the Wands factors to assess whether any necessary experimentation required by the specification is “reasonable” or is “undue.” Consistent with Amgen Inc. et al. v. Sanofi et al., 598 U.S. 594, 2023 USPQ2d 602 (2023), the Wands factors continue to provide a framework for assessing enablement in a utility application or patent, regardless of technology area. See Guidelines for Assessing Enablement in Utility Applications and Patents in View of the Supreme Court Decision in Amgen Inc. et al. v. Sanofi et al., 89 FR 1563 (January 10, 2024). These factors include, but are not limited to:
- (A) The breadth of the claims;
- (B) The nature of the invention;
- (C) The state of the prior art;
- (D) The level of one of ordinary skill;
- (E) The level of predictability in the art;
- (F) The amount of direction provided by the inventor;
- (G) The existence of working examples; and
- (H) The quantity of experimentation needed to make or use the invention based on the content of the disclosure.
Wands Factors – Undue Experimentation (MPEP 2164.01(a))
In re Wands, 858 F.2d 731, 737, 8 USPQ2d 1400, 1404 (Fed. Cir. 1988) (reversing the PTO’s determination that claims directed to methods for detection of hepatitis B surface antigens did not satisfy the enablement requirement). In Wands, the court noted that there was no disagreement as to the facts, but merely a disagreement as to the interpretation of the data and the conclusion to be made from the facts. In re Wands, 858 F.2d at 736-40, 8 USPQ2d at 1403-07. The court held that the specification was enabling with respect to the claims at issue and found that “there was considerable direction and guidance” in the specification; there was “a high level of skill in the art at the time the application was filed;” and “all of the methods needed to practice the invention were well known.” 858 F.2d at 740, 8 USPQ2d at 1406. After considering all the factors related to the enablement issue, the court concluded that “it would not require undue experimentation to obtain antibodies needed to practice the claimed invention.” Id., 8 USPQ2d at 1407.
Amount of Direction/Guidance (Wands Factor)
In re Wands, 858 F.2d 731, 737, 8 USPQ2d 1400, 1404 (Fed. Cir. 1988) (reversing the PTO’s determination that claims directed to methods for detection of hepatitis B surface antigens did not satisfy the enablement requirement). In Wands, the court noted that there was no disagreement as to the facts, but merely a disagreement as to the interpretation of the data and the conclusion to be made from the facts. In re Wands, 858 F.2d at 736-40, 8 USPQ2d at 1403-07. The court held that the specification was enabling with respect to the claims at issue and found that “there was considerable direction and guidance” in the specification; there was “a high level of skill in the art at the time the application was filed;” and “all of the methods needed to practice the invention were well known.” 858 F.2d at 740, 8 USPQ2d at 1406. After considering all the factors related to the enablement issue, the court concluded that “it would not require undue experimentation to obtain antibodies needed to practice the claimed invention.” Id., 8 USPQ2d at 1407.
Claim Subject Matter
The specification may require a reasonable amount of experimentation to make and use the invention and what is reasonable will depend on the nature of the invention and the underlying art. Amgen Inc. et al. v. Sanofi et al., 598 U.S. 594, 596, 2023 USPQ2d 602 (2023). For example, “it may suffice to give an example (or a few examples) if the specification also discloses some general quality… running through the class that gives it a peculiar fitness for the particular purpose” and “disclosing that general quality may reliably enable a person skilled in the art to make and use all of what is claimed, not merely a subset.” Id. at 611 (internal quotations omitted). However, while the specification in Amgen identified 26 exemplary antibodies that performed the claimed function by their amino acid sequences, the claims at issue were directed to a class which included “a ‘vast’ number of additional antibodies” that Amgen had not described by their amino acid sequences. Id. at 613. The Court found that Amgen sought to monopolize an entire class by their function, even though that class was much broader than the 26 exemplary antibodies disclosed by their amino acid structure. Id. at 613.
Sequence Listing Content
The specification may require a reasonable amount of experimentation to make and use the invention and what is reasonable will depend on the nature of the invention and the underlying art. Amgen Inc. et al. v. Sanofi et al., 598 U.S. 594, 596, 2023 USPQ2d 602 (2023). For example, “it may suffice to give an example (or a few examples) if the specification also discloses some general quality… running through the class that gives it a peculiar fitness for the particular purpose” and “disclosing that general quality may reliably enable a person skilled in the art to make and use all of what is claimed, not merely a subset.” Id. at 611 (internal quotations omitted). However, while the specification in Amgen identified 26 exemplary antibodies that performed the claimed function by their amino acid sequences, the claims at issue were directed to a class which included “a ‘vast’ number of additional antibodies” that Amgen had not described by their amino acid sequences. Id. at 613. The Court found that Amgen sought to monopolize an entire class by their function, even though that class was much broader than the 26 exemplary antibodies disclosed by their amino acid structure. Id. at 613.
Claims
In Amgen Inc. v. Sanofi, Aventisub LLC, 987 F.3d 1080 (Fed. Cir. 2021), which the Supreme Court affirmed, the Federal Circuit explicitly applied the Wands factors to assess whether the specification of Amgen’s patent provided sufficient enablement, for purposes of 35 U.S.C. 112(a), to make and use the full scope of the claimed invention. The court relied on evidence showing that the scope of the claims encompassed millions of antibodies and that it was necessary to screen each candidate antibody in order to determine whether it met the functional limitations of the claim. Id. at 1088. Consequently, the Federal Circuit concluded that there was a lack of enablement. See also the following cases across various technology areas: McRO, Inc. v. Bandai Namco Games Am. Inc., 959 F.3d 1091, 2020 USPQ2d 10550 (Fed. Cir. 2020); Wyeth & Cordis Corp. v. Abbott Laboratories, 720 F.3d 1380, 107 USPQ2d 1273 (Fed. Cir. 2013); Enzo Life Sciences, Inc. v. Roche Molecular Systems, Inc., 928 F.3d 1340 (Fed. Cir. 2019); and Idenix Pharmaceuticals LLC v. Gilead Sciences Inc., 941 F.3d 1149, 2019 USPQ2d 415844 (Fed. Cir. 2019).
Enablement Support for Claims
In Amgen Inc. v. Sanofi, Aventisub LLC, 987 F.3d 1080 (Fed. Cir. 2021), which the Supreme Court affirmed, the Federal Circuit explicitly applied the Wands factors to assess whether the specification of Amgen’s patent provided sufficient enablement, for purposes of 35 U.S.C. 112(a), to make and use the full scope of the claimed invention. The court relied on evidence showing that the scope of the claims encompassed millions of antibodies and that it was necessary to screen each candidate antibody in order to determine whether it met the functional limitations of the claim. Id. at 1088. Consequently, the Federal Circuit concluded that there was a lack of enablement. See also the following cases across various technology areas: McRO, Inc. v. Bandai Namco Games Am. Inc., 959 F.3d 1091, 2020 USPQ2d 10550 (Fed. Cir. 2020); Wyeth & Cordis Corp. v. Abbott Laboratories, 720 F.3d 1380, 107 USPQ2d 1273 (Fed. Cir. 2013); Enzo Life Sciences, Inc. v. Roche Molecular Systems, Inc., 928 F.3d 1340 (Fed. Cir. 2019); and Idenix Pharmaceuticals LLC v. Gilead Sciences Inc., 941 F.3d 1149, 2019 USPQ2d 415844 (Fed. Cir. 2019).
Citations
| Primary topic | Citation |
|---|---|
| Claims Enablement Support for Claims Patent Application Content Scope Commensurate with Disclosure | 35 U.S.C. § 112(a) |
| – | 37 CFR § 2164.02 |
| – | 37 CFR § 2164.03 |
| – | 37 CFR § 2164.05(a) |
| – | 37 CFR § 2164.05(b) |
| – | 37 CFR § 2164.06 |
| – | MPEP § 2164.08 |
| Claim Subject Matter Claims Directed To Sequence Listing Content Test of Enablement (MPEP 2164.01) Undue Experimentation | Amgen Inc. et al. v. Sanofi et al., 598 U.S. 594, 596, 2023 USPQ2d 602 (2023) |
| Patent Application Content | Consistent with Amgen Inc. et al. v. Sanofi et al., 598 U.S. 594, 2023 USPQ2d 602 (2023) |
| Claims Enablement Support for Claims Scope Commensurate with Disclosure | Cordis Corp. v. Abbott Laboratories, 720 F.3d 1380, 107 USPQ2d 1273 (Fed. Cir. 2013) |
| Claims Enablement Support for Claims Scope Commensurate with Disclosure | Enzo Life Sciences, Inc. v. Roche Molecular Systems, Inc., 928 F.3d 1340 (Fed. Cir. 2019) |
| Amount of Direction/Guidance (Wands Factor) Claims Directed To Patent Application Content Test of Enablement (MPEP 2164.01) Undue Experimentation Wands Factors – Undue Experimentation (MPEP 2164.01(a)) | In re Wands, 858 F.2d 731, 737, 8 USPQ2d 1400, 1404 (Fed. Cir. 1988) |
| Scope Commensurate with Disclosure | In re Wright, 999 F.2d 1557, 1562, 27 USPQ2d 1510, 1513 (Fed. Cir. 1993) |
| Claims Enablement Support for Claims Scope Commensurate with Disclosure | and Idenix Pharmaceuticals LLC v. Gilead Sciences Inc., 941 F.3d 1149, 2019 USPQ2d 415844 (Fed. Cir. 2019) |
Source Text from USPTO’s MPEP
This is an exact copy of the MPEP from the USPTO. It is here for your reference to see the section in context.
Official MPEP § 2164.01(a) — Undue Experimentation Factors
Source: USPTO2164.01(a) Undue Experimentation Factors [R-01.2024]
In order to determine compliance with the enablement requirement of 35 U.S.C. 112(a), the Federal Circuit developed a framework of factors in In re Wands, 858 F.2d 731, 737, 8 USPQ2d 1400, 1404 (Fed. Cir. 1988), referred to as the Wands factors to assess whether any necessary experimentation required by the specification is “reasonable” or is “undue.” Consistent with Amgen Inc. et al. v. Sanofi et al., 598 U.S. 594, 2023 USPQ2d 602 (2023), the Wands factors continue to provide a framework for assessing enablement in a utility application or patent, regardless of technology area. See Guidelines for Assessing Enablement in Utility Applications and Patents in View of the Supreme Court Decision in Amgen Inc. et al. v. Sanofi et al., 89 FR 1563 (January 10, 2024). These factors include, but are not limited to:
- (A) The breadth of the claims;
- (B) The nature of the invention;
- (C) The state of the prior art;
- (D) The level of one of ordinary skill;
- (E) The level of predictability in the art;
- (F) The amount of direction provided by the inventor;
- (G) The existence of working examples; and
- (H) The quantity of experimentation needed to make or use the invention based on the content of the disclosure.
In re Wands, 858 F.2d 731, 737, 8 USPQ2d 1400, 1404 (Fed. Cir. 1988) (reversing the PTO’s determination that claims directed to methods for detection of hepatitis B surface antigens did not satisfy the enablement requirement). In Wands, the court noted that there was no disagreement as to the facts, but merely a disagreement as to the interpretation of the data and the conclusion to be made from the facts. In re Wands, 858 F.2d at 736-40, 8 USPQ2d at 1403-07. The court held that the specification was enabling with respect to the claims at issue and found that “there was considerable direction and guidance” in the specification; there was “a high level of skill in the art at the time the application was filed;” and “all of the methods needed to practice the invention were well known.” 858 F.2d at 740, 8 USPQ2d at 1406. After considering all the factors related to the enablement issue, the court concluded that “it would not require undue experimentation to obtain antibodies needed to practice the claimed invention.” Id., 8 USPQ2d at 1407.
It is improper to conclude that a disclosure is not enabling based on an analysis of only one of the above factors while ignoring one or more of the others. The examiner’s analysis must consider all the evidence related to each of these factors, and any conclusion of nonenablement must be based on the evidence as a whole. 858 F.2d at 737, 740, 8 USPQ2d at 1404, 1407.
A conclusion of lack of enablement means that, based on the evidence regarding each of the above factors, the specification, at the time the application was filed, would not have taught one skilled in the art how to make and/or use the full scope of the claimed invention without undue experimentation. In re Wright, 999 F.2d 1557, 1562, 27 USPQ2d 1510, 1513 (Fed. Cir. 1993).
The Wands factors are probative of the essential inquiry in determining whether one must engage in more than a reasonable amount of experimentation. The determination that “undue experimentation” would have been needed to make and use the claimed invention is not a single, simple factual determination. Rather, it is a conclusion reached by weighing all the above noted factual considerations. In re Wands, 858 F.2d at 737, 8 USPQ2d at 1404. These factual considerations are discussed more fully in MPEP § 2164.08 (scope or breadth of the claims), § 2164.05(a) (nature of the invention and state of the prior art), § 2164.05(b) (level of one of ordinary skill), § 2164.03 (level of predictability in the art and amount of direction provided by the inventor), § 2164.02 (the existence of working examples) and § 2164.06 (quantity of experimentation needed to make or use the invention based on the content of the disclosure).
The specification may require a reasonable amount of experimentation to make and use the invention and what is reasonable will depend on the nature of the invention and the underlying art. Amgen Inc. et al. v. Sanofi et al., 598 U.S. 594, 596, 2023 USPQ2d 602 (2023). For example, “it may suffice to give an example (or a few examples) if the specification also discloses some general quality . . . running through the class that gives it a peculiar fitness for the particular purpose” and “disclosing that general quality may reliably enable a person skilled in the art to make and use all of what is claimed, not merely a subset.” Id. at 611 (internal quotations omitted). However, while the specification in Amgen identified 26 exemplary antibodies that performed the claimed function by their amino acid sequences, the claims at issue were directed to a class which included “a ‘vast’ number of additional antibodies” that Amgen had not described by their amino acid sequences. Id. at 613. The Court found that Amgen sought to monopolize an entire class by their function, even though that class was much broader than the 26 exemplary antibodies disclosed by their amino acid structure. Id. at 613.
In Amgen Inc. v. Sanofi, Aventisub LLC, 987 F.3d 1080 (Fed. Cir. 2021), which the Supreme Court affirmed, the Federal Circuit explicitly applied the Wands factors to assess whether the specification of Amgen’s patent provided sufficient enablement, for purposes of 35 U.S.C. 112(a), to make and use the full scope of the claimed invention. The court relied on evidence showing that the scope of the claims encompassed millions of antibodies and that it was necessary to screen each candidate antibody in order to determine whether it met the functional limitations of the claim. Id. at 1088. Consequently, the Federal Circuit concluded that there was a lack of enablement. See also the following cases across various technology areas: McRO, Inc. v. Bandai Namco Games Am. Inc., 959 F.3d 1091, 2020 USPQ2d 10550 (Fed. Cir. 2020); Wyeth & Cordis Corp. v. Abbott Laboratories, 720 F.3d 1380, 107 USPQ2d 1273 (Fed. Cir. 2013); Enzo Life Sciences, Inc. v. Roche Molecular Systems, Inc., 928 F.3d 1340 (Fed. Cir. 2019); and Idenix Pharmaceuticals LLC v. Gilead Sciences Inc., 941 F.3d 1149, 2019 USPQ2d 415844 (Fed. Cir. 2019).