Last Updated: August 18, 2026

Patent: 11,270,797


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Summary for Patent: 11,270,797
Title:Machine-learning based query construction and pattern identification for hereditary angioedema
Abstract:A method, computer program product, and system identifying a probability of a medical condition in a patient. The method includes a processor obtaining data set(s) related to a patient population diagnosed with a medical condition and based on a frequency of features in the data set(s), identifying common features and weighting the common features based on frequency of occurrence in the data set(s) to generate mutual information. The processor generates pattern(s) including a portion of the common features to generate a machine learning algorithm(s). The processor compiles a training set of data to use to tune the machine learning algorithm(s). The processor dynamically adjusts common features in the pattern(s) such that the machine learning algorithm(s) can distinguish patient data indicating the medical condition from patient data not indicating the medical condition. The processor applies the machine learning algorithm(s) to data related to the undiagnosed patient, to determine the probability.
Inventor(s):Shukla Oodaye, Yosmanovich Donna, Kasoji Manjula, Finkbiner Amy, Lauer Robert, Izmailov Rauf
Assignee:HVH Precision Analytics LLC
Application Number:US15724480
Patent Claims:see list of patent claims
Patent landscape, scope, and claims summary:

United States Patent 11,270,797 (US 11,270,797): Critical Claim Analysis and US Patent Landscape Impact Assessment

US 11,270,797 sits in the middle of a typical secondary-patent ecosystem: if it contains narrow, implementation-specific claims, it is most likely to constrain generic or biosimilar-style “design-around” more than it blocks full early entry. If it contains broad composition or method-of-use claims with clear criticality to a specific dosing regimen or manufacturing step, it can materially raise US market-entry risk via Orange Book listings and Paragraph IV leverage. A full claim-by-claim mapping is not possible from the provided prompt because the claim text is not included.

What patents protect US 11,270,797 and how strong is its US enforceability?

US enforceability and practical strength for US 11,270,797 depends on four moving parts: (i) independent claim breadth, (ii) written description and enablement alignment to the claim scope, (iii) prosecution history narrowing (if any), and (iv) whether key terms in the claims are defined crisply enough to survive indefiniteness challenges. Without the actual claim set, the landscape can only be framed at the structural level.

What to look for in the claim set (to assess strength fast)

  1. Independent claim type

    • Composition claims: constrain formulation substitution only to the extent claim elements are met (polymer identity, ratios, excipient functionality, particle properties, etc.).
    • Method-of-use claims: constrain only if the generic’s ANDA label or commercial practice induces infringement.
    • Method-of-manufacture claims: constrain production, often harder to design around if the process is hard-coupled to product attributes.
  2. Key limiting elements

    • If limitations are functional (eg, “improves stability,” “enhances bioavailability”), the strength hinges on whether the spec ties those functions to measurable attributes and examples.
    • If limitations are structural (eg, specific polymers, particle size ranges, concentration ranges), scope tends to be clearer and easier to enforce but may invite substitution.
  3. Whether claim language tracks a commercial embodiment

    • When claims mirror the marketed product’s differentiators (dosage form geometry, controlled release architecture, specific excipient system), infringement risk for launch products increases.
  4. Prosecution history signals

    • Broad claims that were narrowed during prosecution create both (a) enforcement risk due to claim interpretation and (b) design-around opportunity.

How claim scope translates into entry risk

  • Broad composition or method-of-use independent claims typically yield higher settlement value in Paragraph IV cases because generic labeling or composition alternatives risk infringement.
  • Narrow implementation claims can still drive settlements, but more often by blocking the most straightforward “copy” pathway while leaving alternative formulations or regimens available.

Which companies are likely affected by US 11,270,797 and what would trigger infringement risk?

In the US, infringement risk is product-specific. For composition or formulation claims, the target is the released commercial product’s composition and physical attributes. For method-of-use claims, the target is the label plus actual promoted practice.

Infringement triggers to map in the claim set

  • Composition claims: excipient system, active concentration, particle attributes, device integration (if present), and any “defined property” limitations.
  • Method-of-use claims: dosing frequency, patient population conditions (if any), therapeutic indication, and any sequence steps.
  • Manufacturing claims: specific process conditions and order of unit operations.

Why Orange Book status matters

If US 11,270,797 is listed for a specific FDA application in the Orange Book, it can anchor:

  • Paragraph IV certification leverage in ANDAs (for small molecules).
  • Biosimilar litigation leverage in BLA contexts (if applicable and if claims are relevant to the listed product).
  • Injunction and stay dynamics tied to 35 U.S.C. 271(e)(2).

Without the Orange Book listing data tied to US 11,270,797, the practical consequence cannot be quantified here.


When does US 11,270,797 expire and how does it interact with regulatory exclusivities?

Patent expiration analysis requires at least: filing date, grant date, whether it is a continuation, and whether PTA (patent term adjustment) or PTE (pediatric extension) applies. None of that is provided in the prompt.

Typical US expiration mechanics to compute from the patent record

  • Base expiration: generally 20 years from the earliest effective non-provisional filing date (subject to applications, continuations, and priority).
  • PTA: can extend term based on USPTO delays.
  • Pediatric extension: up to 6 months if conditions are met for eligible patents tied to FDA approvals.

Interaction with exclusivity

Even with a later-expiring patent, generic entry may still be barred by:

  • 3-year exclusivity for certain first-in-kind approvals,
  • 5-year exclusivity for new chemical entities,
  • 7-year exclusivity for orphan drugs (where applicable),
  • Other barriers depending on the regulatory pathway.

Without the application name, indication, and patent listing, the exclusivity interaction cannot be deterministically assessed.


What Orange Book status does US 11,270,797 have, and how does that affect Paragraph IV strategy?

Orange Book status determines whether US 11,270,797 is used as a trigger for ANDA certifications and for 35 U.S.C. 271(e)(2) “artificial infringement” claims.

How Orange Book listing shapes litigation leverage

  • Listed for the reference product: typically increases settlement pressure because it is harder for challengers to avoid the listed patent.
  • Not listed: reduces Paragraph IV anchoring; parties may still sue for infringement post-launch, but the “certification-to-infringe” procedural pathway is weaker.

US 11,270,797’s listing status is not included in the prompt.


What is the US 11,270,797 claim coverage for formulation, device, or method-of-use elements?

Claim coverage cannot be analyzed without the claim text. The “critical analysis” approach depends on whether the claims are directed to:

  • a composition with defined excipients,
  • a dosage form with defined release or mechanical architecture,
  • a method-of-use regimen,
  • or a process/manufacturing parameter set.

What a claim-by-claim framework looks like (once claims are provided)

For each independent claim:

  • Identify every element that is likely to be contested (term construction).
  • Map each element to likely generic design-around options.
  • Determine whether the claim is likely to read onto:
    • different salt forms,
    • different excipient systems,
    • different particle sizes,
    • different release kinetics,
    • different dosing regimens.

For each dependent claim:

  • Assess whether it narrows to a specific embodiment that competitors can avoid.
  • Evaluate whether dependence creates multiple fallbacks that reduce design-around success.

How many continuation or related patents likely exist around US 11,270,797, and do they expand or narrow scope?

A typical estate around a midlife secondary patent includes:

  • continuations or divisionals that keep key claim themes alive,
  • earlier priority patents with overlapping disclosures,
  • later patents that add new embodiments or manufacturing variants.

But the prompt includes no bibliographic record: assignees, inventors, CPC classes, related application numbers, or citations. Without that, the landscape cannot be constructed reliably.


Which prior art most threatens the novelty or obviousness of US 11,270,797?

Prior art risk is a function of:

  • claim breadth (how many elements are limiting),
  • closeness of cited references,
  • whether the patent’s differentiator is structural or functional,
  • whether the spec provides comparative evidence.

Without:

  • the claims,
  • the patent specification,
  • the USPTO cited art,
  • and the prosecution record, no defensible novelty/obviousness analysis can be produced.

What patent litigation affects US 11,270,797, including settlements and injunctions?

Litigation impact depends on:

  • whether US 11,270,797 has been asserted (or counterclaimed),
  • what courts construed key terms,
  • whether it was found infringed or invalid,
  • whether it was part of a settlement that delays generic entry.

No litigation docket data is provided.


How does US 11,270,797 compare with neighboring patents for the same drug or class?

Comparative strength requires:

  • at least one reference product and its key IP set (core composition patent, polymorph/solid-state patents, formulation patents, device patents, method-of-use patents),
  • and the expiration and claim breadth profile of each.

The prompt provides no drug identity, no active ingredient, and no technical category.


Key Takeaways

  • US 11,270,797’s real market-entry leverage cannot be determined without the claim text.
  • Practical enforcement strength is driven by whether the independent claims are composition, method-of-use, or manufacturing/process claims and how narrowly they define critical elements.
  • Orange Book listing status, if present, typically drives Paragraph IV strategy and settlement value.
  • Expiration analysis requires bibliographic inputs (earliest priority filing date, PTA, pediatric extension) and the FDA application tie-in.

FAQs

  1. If US 11,270,797 is a formulation patent, what generic substitutions most commonly avoid infringement (salt, excipient, particle size, release profile)?
  2. How do method-of-use claims in US patents interact with ANDA label wording and “use-based” infringement theories?
  3. What impact does PTA or pediatric extension have on US 11,270,797’s launch timing risk?
  4. If US 11,270,797 is not Orange Book-listed, can it still be asserted in a pre-launch filing scenario?
  5. How do continuation patents around a core invention affect claim survivability and design-around flexibility?

References

  1. Not provided in the prompt.

More… ↓

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Details for Patent 11,270,797

Applicant Tradename Biologic Ingredient Dosage Form BLA Approval Date Patent No. Expiredate
Takeda Pharmaceuticals U.s.a., Inc. CINRYZE c1 esterase inhibitor (human) For Injection 125267 October 10, 2008 ⤷  Start Trial 2037-10-04
Takeda Pharmaceuticals U.s.a., Inc. KALBITOR ecallantide Injection 125277 December 01, 2009 ⤷  Start Trial 2037-10-04
Csl Behring Gmbh BERINERT c1 esterase inhibitor (human) For Injection 125287 October 09, 2009 ⤷  Start Trial 2037-10-04
>Applicant >Tradename >Biologic Ingredient >Dosage Form >BLA >Approval Date >Patent No. >Expiredate

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