GLP-1 Peptide Supplier Quality: 2026 Buyer Criteria

GLP-1 Peptide Supplier Quality: 2026 Buyer Criteria

What GLP-1 supplier quality has to prove

Start with the market picture, briefly, because it explains why GLP-1 peptide supplier quality risk is not where most buyers assume it is.

The acute shortage is over. The FDA confirmed the tirzepatide shortage resolved in December 2024 and semaglutide in February 2025, and enforcement discretion for compounding those molecules wound down through early 2025. What did not resolve is capacity pressure. Industry analysis published in 2026 puts North American GLP-1 peptide API lines at roughly 90–95% utilization, with booking horizons of 12 до 18 months and longer waits for new entrants. Drug Discovery News reported in 2026 that although the systemic shortage had ended, the chain remained structurally tight, with intermittent backorders and demand well above historical norms.

The more useful observation is where the constraint moved. Synthesis capacity is no longer the only limiting step. Reverse-phase HPLC purification, resin and solvent supply, sterile fill-finish, and device assembly now carry much of the load, a shift in the bottleneck that 2026 capacity analysis attributes largely to resin supply and solvent-handling infrastructure rather than reactor time. Purification is exactly where impurity control is won or lost, which means the quality risk in today’s GLP-1 supply sits closer to the certificate than to the reactor.

That produces the claim this whole article rests on: an abundant market for GLP-1 material is not evidence of an abundant market for qualified GLP-1 material. Volume availability says nothing about whether the material in front of you was characterized properly, whether its salt form was controlled, or whether the lot you receive resembles the lot that was tested.

Start with the tier your work actually requires

The most common qualification error is applying one averaged standard across every use case. An exploratory screening assay and an IND-enabling study do not need the same package, and holding screening material to a development-grade specification wastes budget while holding in vivo material to a screening-grade one wastes a study.

Use tier

Minimum package

Stronger expectation

Hard gate

Exploratory screening

HPLC purity ≥95%, MS identity

≥98% with a disclosed chromatogram and method

Identity confirmed by MS, not calculated

Quantitative biochemical assay

≥98% HPLC, lot-specific certificate, MS identity

≥99%, plus counterion and residual-solvent data

Purity measured, not stated as a threshold

Cell culture and organoid work

Above, plus endotoxin by LAL

Low-endotoxin specification with units stated, plus an impurity profile

Endotoxin result reported in EU/mg

In vivo animal studies

Above, plus sterility where the route requires it

Full traceability, counterion and TFA data, residual solvents, lot history

Sterility tied to a recognized method

Regulated development

Validated methods, orthogonal characterization, stability data

A full CMC-style package with release and stability methods

Deviation and change-control records available

Tiering is not a shortcut to lower quality. It is a way to know which attributes are pass/fail for your work and which are informational. The floor for anything entering a living system is identity plus purity plus endotoxin, and no price advantage justifies moving below it.

Peptide certificate of analysis requirements: what the document must contain

A defensible certificate is a batch-specific record, not a marketing document. It should carry the lot number printed on the vial, the methods that generated each result, the actual measured values, and the identity of the testing laboratory. The table below maps each attribute to what it proves and what its absence signals.

Attribute

Синтез пептидів What it proves

Method

Accept t Синтетичні пептиди hreshold

Red flag

Appearance

Gross handling and lyophilization quality

Visual

Consistent, documented

Not recorded

Ідентичність

The material is the intended molecule

РС, ESI or MALDI; observed vs theoretical mass

Within ±1 Da of theoretical

A calculated mass with no spectrum

Assay, of total mass

Peptide plus counterion plus water

ВЕРХ

Reported as a number

Absent

Assay, anhydrous and counterion-free

Net active peptide

Calculation from the above

Reported as a number

Absent — makes net content unknowable

Purity

Relative purity against peptide-related impurities

ОФ-ВЕРХ, method and column disclosed

≥98%; ≥99% for quantitative and in vivo work

A threshold statement such as “greater than 95%”

Related substances

Impurity profile

ОФ-ВЕРХ, orthogonal confirmation

Specified, unspecified, and total impurities reported

A single percentage with no breakdown

Water content

How much of the weighed mass is water

Karl Fischer

Reported, and low

Absent

Counterion identity and content

Salt form and its contribution to mass

Ion chromatography or equivalent

Identity plus quantified content

Salt form not disclosed

Residual solvents

Process residue control

Per ICH Q3C

Reported against limits

Not tested

Elemental impurities

Catalyst and reagent carryover

Per ICH Q3D

Where relevant to the route

Not assessed

Бактеріальні ендотоксини

Pyrogen load

LAL or rFC, per USP ⟨85⟩

Reported in EU/mg with method

No result on injectable-intended material

Sterility and bioburden

Microbial contamination

Per USP ⟨71⟩ where applicable

Tied to a named method

A supplier statement instead of a test

The panel is not arbitrary. It mirrors what the compendial framework for synthetic peptide drug substances describes, and the testing scope runs from molecular weight and purity through content, water, salt, sterility, and pH. If you want a concrete picture of what those fields look like as a working test panel, the testing items a peptide CoA is built from lays them out in sequence.

Ідентичність: mass spectrometry is the floor, not the ceiling

Molecular weight confirmation by mass spectrometry is the minimum for research-grade material. For higher-stakes work, and increasingly by expectation rather than by choice, sequence-level confirmation comes from LC-MS/MS rather than a single intact-mass measurement.

The working tolerance in buyer guidance is that observed mass matches theoretical within roughly 1 І. Note what that does and does not cover. А 1 Da window will catch a wrong residue in many cases. It will not catch a positional isomer with an identical formula, and it will not catch a modification placed on the wrong residue. For peptides above approximately 2,000 І, or carrying non-standard modifications such as cyclization, stapling, PEGylation, lipidation, or D-amino acids, the 2026 FDA draft guidance on analytical procedures for synthetic peptides points to high-resolution mass spectrometry with fragmentation analysis for sequence confirmation. That is a different level of evidence than an intact mass, and it is the level a modified GLP-1 analogue actually requires.

HPLC purity vs peptide content: the quality metric that misleads

These are two different measurements, and conflating them is the most consequential misreading in peptide sourcing.

HPLC purity is a ratio. It compares the target peptide peak against peptide-related impurities — truncated sequences, deletion products, oxidized species — and reports a percentage of the total. It says nothing about what else is in the vial.

Net peptide content is a mass. A lyophilized peptide powder contains the peptide, a counterion such as trifluoroacetate or acetate, and water. All three contribute to the weight on the balance. As the Faraday Discussions analysis of counterion and salt-form effects on long-acting peptides (2025) put it, a lyophilized powder typically contains the peptide alongside water and the counterion, and purity is not the same measurement as content.

The practical consequence is uncomfortable. Two vials both reported at 99% HPLC purity can contain materially different amounts of active peptide. If you dose or assay by weight, the difference goes straight into your experiment. This is why the certificate has to report assay twice — once including counterion and water, once calculated anhydrous and counterion-free — and why a certificate showing only purity has not actually told you what you bought.

Counterion and TFA load: the quality attribute most certificates omit

Here is the gap that matters most, and it is the reason this section exists.

Trifluoroacetic acid is the standard ion-pairing agent in reversed-phase purification, and it persists bound to the basic residues of the peptide. Then something counterintuitive happens: TFA does not appear as an impurity peak in routine UV HPLC purity analysis. The purity percentage is calculated against peptide-related fragments. The counterion is invisible to it.

So a peptide can be reported at 99% purity and still carry a counterion load that changes your results. The reported effects are not subtle.

Residual TFA reduces net peptide content, because it occupies mass that is not peptide. Above roughly 0.1% by weight it skews UV readings at 214 і 220 нм, with published estimates of concentration overestimation in the 5–40% range depending on conditions. It suppresses ionization in mass spectrometry through gas-phase ion pairing, an effect documented in peptide mass-spectrometry practice, which can make a sample look less pure or less concentrated than it is. It alters circular dichroism and infrared spectra, which matters if you are using either to look at structure. And it can inhibit or stimulate cell proliferation and interfere with enzymatic assays, producing variability and both false-positive and reduced signals in cell-based work, as summarized in counterion guidance for research use.

The literature on counterions in peptides is direct about the direction of travel: TFA content is highly undesirable, particularly for peptides intended for preclinical and clinical work. Quantification requires a method that can actually see it — ion chromatography or ¹⁹F NMR are the practical options, with mixed-mode HPLC-ELSD and ATR-FT-IR used in some settings. Where TFA load is a problem, ion exchange to acetate or HCl is the standard remedy; consensus work on TFA analysis and exchange points to HCl exchange as effective without impacting peptide purity.

⚠️ Попередження: А 99% HPLC purity figure tells you nothing about TFA load. If the certificate does not report counterion identity and content, you cannot calculate net peptide mass — and if a cell-based assay gives an unexpected result, a TFA-only control at equivalent exposure is the fastest way to find out whether the counterion, not the peptide, produced the signal.

Impurity profile: a percentage is not a profile

A purity number is a summary. What you need is a profile.

At minimum, expect specified identified impurities, specified unidentified impurities, unspecified impurities, and a total. USP ⟨1503⟩ on the quality attributes of synthetic peptide drug substances treats peptide content, assay, related substances, and the accompanying physical tests as the attribute set a specification should be built around, and each specified impurity should carry its own limit with demonstrated resolution from the main peak at the limit concentration.

The regulatory floor moved in 2026. А 2026 review in the Journal of Pharmaceutical Innovation on regulatory and analytical considerations for peptide quality notes that peptide-related impurities detected at 0.10% or greater of the drug substance must be identified, with structural elucidation expected for impurities at that level in peptides under 20 amino acids. The EMA guideline on the development and manufacture of synthetic peptides, effective from 1 June 2026, sets reporting above 0.1%, identification above 0.5%, and qualification above 1.0%, anchored to the European Pharmacopoeia general monograph rather than the small-molecule ICH Q3A framework. It also expects characterization of peptide-related impurities using at least two orthogonal methods.

You are probably not filing an IND this quarter. The reason these thresholds still matter is that they define what competent impurity characterization looks like, and they are what a supplier’s analytical group will recognize as the standard. A certificate reporting truncated sequences, oxidized species, deamidated forms, epimers, and aggregation-related species as distinct, quantified categories tells you the analytical work was done. A certificate reporting one number and nothing else tells you it was not.

Orthogonal verification: why one method is never enough

Reversed-phase HPLC separates by hydrophobicity. Impurities that happen to share similar hydrophobicity co-elute with the main peak and disappear into the purity number. This is not a hypothetical — it is the standard reason a sample can look clean on one method and fail on another. The 2026 expectation of at least two orthogonal methods for impurity characterization exists precisely because one method has a blind spot and no way to report it.

Practical orthogonality for a peptide looks like this: a second reversed-phase method using a different stationary-phase chemistry, so co-elution patterns change; LC-MS or LC-MS/MS for mass-based confirmation of what the peaks actually are; amino acid analysis for composition; size-exclusion chromatography coupled with multi-angle light scattering where aggregation is a concern; capillary electrophoresis for charge-based variants. Peptide testing and analysis covers how these methods combine in a full characterization workflow.

The audit question follows directly: which second method was used, and what did it show?

Endotoxin, sterility, and bioburden

Endotoxin testing is not optional for anything that will touch cells, organoids, or an animal model. It is measured by the Limulus amebocyte lysate assay described in USP ⟨85⟩, the bacterial endotoxins test, or by recombinant reagents under the newer USP chapter, with results reported in endotoxin units per milligram or per vial. The specification belongs to you, not the supplier: set the limit against your assay sensitivity and intended route. The FDA’s guidance on the bacterial endotoxins specification discusses limits by route of administration, and those are the reference points for setting a reasonable ceiling rather than accepting whatever number appears.

Sterility is a separate test with a separate scope. USP ⟨71⟩ covers sterility; USP ⟨85⟩ covers endotoxin. They are routinely conflated in supplier material and they answer different questions. Sterility testing matters most for in vivo, injectable, or regulated material and is less relevant to a routinely lyophilized research peptide that will be reconstituted for in vitro use — but when a supplier claims it, the claim should name the method rather than assert a condition.

The failure data here is worth internalizing. Testing of factory-direct research material has documented endotoxin above research-grade thresholds in roughly 18% of samples tested, alongside heavy-metal contamination above USP limits in a smaller share. If you are not testing for endotoxin, you are relying on a roughly four-in-five chance that it was handled correctly — and those odds are not ones you want underneath a six-week study.

What GLP-1 chemistry does to the quality problem

Generic research-peptide criteria under-serve GLP-1 material, and it is worth being specific about why. The quality risk in this molecule class concentrates in four places, all of which are hard to detect with the methods a standard certificate uses.

Site-specific lipidation and same-mass isomers

Semaglutide’s design depends on a fatty-acid side chain attached at a specific lysine, and tirzepatide depends on correct lipid-linker installation. Attachment at the wrong lysine, or at the N-terminus, can produce a positional isomer with an identical intact mass. Intact-mass confirmation will not distinguish them. The chemical outcome is a molecule with the same formula, the same molecular weight on the certificate, and potentially different binding and potency behavior.

Semaglutide side chains also carry their own impurity classes — mono-AEEA, tri-AEEA, and β-alanine species — which have to be controlled during side-chain synthesis to protect the final material.

The implication is direct: for a lipidated GLP-1 peptide, intact-mass identity is necessary but not sufficient. Proving the modification sits where it should requires fragmentation analysis or peptide mapping, not a mass number. Виробництво пептидів

Non-standard residues, deletions, and truncations

Aib — 2-aminoisobutyric acid — is a sterically hindered residue that couples more slowly than canonical amino acids because of its gem-dimethyl alpha-carbon. Protocols for it typically need extended reaction times or double coupling to reach complete incorporation, and incomplete incorporation produces des-Aib and other short-sequence variants. Because Aib is not one of the twenty standard residues, routine amino acid analysis does not track it reliably; MS and peptide mapping do.

Then there is the accumulation problem. Tirzepatide is assembled over roughly 39 cycles, і even small per-cycle inefficiency compounds across that many steps into a family of backbone deletions and truncations. Aib-position diastereomers at defined positions are an expected impurity class rather than a surprise. Diketopiperazine formation is a specific risk for sequences with an unprotected N-terminus.

Attribute

Method

Accept

Red flag

Site-specific lipidation

Fragmentation MS or peptide mapping

Modification at the intended residue

Intact mass only

Aib and non-standard residues

РС, peptide mapping

Complete incorporation, correct stereochemistry

Amino acid analysis relied on alone

Deletion and truncation series

RP-HPLC with orthogonal confirmation

Individual limits plus a total

Not reported as a class

Diastereomers

Chiral or high-resolution separation where relevant

Specified limit

Not assessed

Diketopiperazine

ОФ-ВЕРХ

Below limit

Not monitored

Aggregation and the purification bottleneck

Lipidated peptides are hydrophobic, and hydrophobic peptides self-associate. That self-association shows up during synthesis, cleavage, concentration, storage, and purification. It depresses apparent yield, it makes chromatography unpredictable, and it can persist as high-molecular-weight species that a reversed-phase purity method will not necessarily surface. Size-exclusion chromatography is the orthogonal method that catches it.

Purification is where this becomes expensive. As chain length and hydrophobicity rise, the target peptide and its nearest impurities acquire very similar reversed-phase behavior, so a single preparative HPLC step is frequently not enough. Long lipidated peptides often need multistep purification with orthogonal steps — ion exchange, SEC, precipitation, or nanofiltration. Tirzepatide’s commercial route illustrates the compounding effect: a hybrid solid-phase and liquid-phase strategy built from purified fragment intermediates, which multiplies the number of points at which consistency has to hold.

For a buyer, the takeaway is that a supplier capable of making a short linear peptide may genuinely be unable to deliver a consistent lipidated GLP-1 analogue, and the difference will not always be visible in a purity percentage.

Peptide raw material supplier qualification: the manufacturing evidence behind the certificate

A certificate of analysis is an output. The discipline that produces it is a process, and the process is verifiable — through records a qualified supplier already maintains. This is the part of supplier qualification that a certification badge does not cover.

In-process control and batch records

Expect defined control points across synthesis, очищення, filtration, drying, and packaging, each with stated acceptance criteria, recorded results, and a reviewer signature. Expect a master batch record defining the process and a fully executed batch record for the specific lot you are buying, showing materials used, equipment identifiers, operator signatures, timestamps, yields, in-process results, any rework or reprocessing, and final QA release. Records should be made at the time the work happens, not reconstructed later — the GMP framework for active pharmaceutical ingredients requires quality-related activities to be recorded contemporaneously and critical deviations to be investigated with documented conclusions.

Deviation, CAPA, and change control

Ask for the deviation log, the corrective and preventive action log, and recent effectiveness checks. A deviation closed without a documented root cause and a verified effectiveness check is not a closed deviation; it is an unexamined risk. Ask how out-of-specification results and contamination events are handled, and ask what happened the last time one occurred.

Change control is the other half. ICH Q7 requires a formal system for evaluating changes that may affect production and control of an intermediate or API, including changes to raw materials, methods, equipment, facilities, software, and specifications, with risk assessment and re-validation where warranted. What cGMP actually covers in peptide manufacturing extends to raw-material traceability, batch documentation, deviation handling, and the audit trail from starting material to finished vial. If a supplier changed a resin supplier, a coupling protocol, or a purification gradient, you want to see the impact assessment and the comparability data — because that change is the mechanism by which last year’s good lots become this year’s marginal ones.

Equipment qualification and environmental control

Equipment used in manufacturing has to be qualified, calibrated, and maintained. Look for installation, operational, and performance qualification for critical equipment and utilities, plus calibration, maintenance, and cleaning or hold-time data. An instrument that produced your certificate without a current calibration record is a weak foundation for that certificate.

Environmental control is where a claim is either supported by data or not. In a graded cleanroom, that means viable and non-viable particle monitoring, differential pressure, температура, вологість, cleaning and disinfection records, defined alert and action limits, and trend review over time. Trend review is the part that gets skipped. A single passing particle count is a snapshot; a trending chart with excursions investigated is evidence of a controlled environment. Controlled-environment production describes how zoning and monitoring are structured across an integrated peptide facility, which is a useful reference for what the data set should look like before you accept an environmental claim.

Proving the mg-to-kg bridge

Scale-up risk is underrated because it fails quietly. A process validated at 50 mg is not evidence about a 500 g run. What transfers is not the recipe but the critical process parameters, the mixing and mass-transfer behavior, the purification load, and the lyophilization cycle.

Ask for a process validation or scale-up report showing comparability across scales: impurity profile, yield, чистота, and critical process parameters at each scale, with the analytical data to support the comparison. Where synthesis relies on fragment intermediates, as most long GLP-1 molecules do, expect comparability data at the fragment level as well. Optimized routes for hard-to-synthesize sequences gives a sense of what route design and purification adjustments look like when a sequence resists standard conditions, which is the practical question behind whether a supplier can hold a specification as volume increases.

How to verify a supplier before you commit

Everything above becomes an audit request. Issue it before you place the order, not after the study fails.

Documents to request, and what a refusal tells you

Request the lot-matched certificate before purchase. Confirm the lot number on the certificate equals the lot number on the vial and on the shipping documents. Confirm the certificate names the testing laboratory with identifiable contact details, and that an accreditation claim is checkable. Ask for the raw data behind the summary: the chromatogram with retention time and peak-area data, the mass spectrum with observed against theoretical mass.

Timeliness is diagnostic. A supplier who produces the lot-matched certificate within a day or two has it on file for that lot. A supplier who needs a week to locate it usually does not have one for that lot, and what arrives is a template.

The red-flag list

Signal

What it suggests

What to ask

No certificate available before purchase

The document is generated after the sale

“Send the lot-specific certificate for the lot you will ship.”

Generic or template certificate

No batch-specific testing occurred

“Which lot number does this certificate belong to?

Threshold purity statement (“greater than 95%”)

No measured value exists

“What was the measured purity, and what was the method?

No MS data, HPLC only

Identity unconfirmed

“Send the spectrum with observed and theoretical mass.”

Salt form not disclosed

Net peptide mass is unknowable

“What is the counterion, and what is its content?

Certificate older than twelve months for current inventory

Stale data applied to new stock

“What is the test date for this lot?

No named testing laboratory

Results may be in-house and unverifiable

“Which laboratory performed the testing?

Price far below market

Counterfeit, underdosed, or substituted material

“What explains the differential?

Evasiveness on batch records or deviations

Records may not exist

“Send the executed batch record and deviation log.”

In-house testing offered as the only option

No independent verification path

“Will you support third-party retesting?

Two of these deserve emphasis because they are the ones buyers most often talk themselves past. А 2022 Analytical Chemistry study of commercially available peptides found that 23% failed to meet their stated purity specifications, and price is a quality signal in the same direction: a differential far below the median for the same compound is not operational efficiency, it is a different product. And the salt-form omission is not a paperwork nit — without it, the number you weigh out may not be the amount of peptide you think you have.

Third-party retesting and lot statistics

Independent retesting is your only verification that does not depend on the supplier’s own statements, and it is worth the cost on any material entering a living system. Run it on receipt, and treat a supplier’s willingness to support it as part of the qualification decision rather than after it. FDA inspections of peptide facilities have repeatedly cited missing batch records and inadequate potency, чистота, and sterility testing, which is the gap independent retesting is designed to close.

The strongest evidence does not come from any single lot, though. Ask for historical lot statistics: mean, standard deviation, and percent relative standard deviation for purity, identity, and key impurities across multiple lots. One passing certificate proves one lot passed. A tight distribution across ten lots is evidence of a controlled process — and it is the difference between a supplier who got it right once and a supplier who gets it right.

Pro Tip: The lot-statistics request is the highest-signal question in the whole audit. Suppliers who track percent RSD across lots will answer immediately, because they already have the data. Suppliers who do not will answer with a single certificate. Either response tells you something useful, and you have spent one email getting it.

Frequently asked questions

How do I know whether a peptide certificate of analysis is legitimate?

Check three things that are hard to fake together: the lot number matches the vial and the shipping documents; the certificate names a testing laboratory whose identity and accreditation you can verify; and it includes raw analytical data — a chromatogram with retention time and peak-area information, and a mass spectrum with observed against theoretical mass. A certificate missing any of the three is a claim rather than a record. A certificate that reports a threshold instead of a measured value is the clearest single tell.

What purity should GLP-1 research material have?

For routine exploratory work, HPLC purity at or above 95% with MS identity is the floor. For quantitative biochemical assays and anything comparative, 98% or above with a lot-specific certificate is the working standard, і 99% is increasingly the expectation. For in vivo work, 99% plus endotoxin testing, and sterility where the route requires it. Purity alone is never sufficient — a 99% purity figure paired with an unreported counterion load does not tell you how much peptide is in the vial.

Is HPLC purity the same as peptide content?

немає, and the difference is measurable. HPLC purity is the ratio of the target peptide to peptide-related impurities. Peptide content is the mass of active peptide, excluding counterion and water. A lyophilized powder contains all three, so two vials at identical purity can contain different amounts of peptide. This is why a certificate should report assay both of total mass and calculated anhydrous and counterion-free, and why buying on gross weight without that data introduces an unquantified error.

Why does TFA matter in peptide material?

TFA is the ion-pairing agent used in reversed-phase purification, and it remains bound to the peptide’s basic residues. It is not counted as a peptide-related impurity in routine HPLC purity analysis, so it hides behind a high purity number while reducing net peptide content. Above roughly 0.1% by weight it also skews UV quantification, suppresses ionization in mass spectrometry, alters CD and IR spectra, and can bias cell-based assays in either direction. Where it matters, quantify it — ion chromatography and ¹⁹F NMR are the practical methods — and consider ion exchange to acetate or HCl.

Next steps

Take one active supplier and issue the audit request this week: lot-matched certificate with method disclosure, raw chromatogram and spectrum, counterion identity and content, water content, endotoxin in EU/mg, executed batch record, deviation and CAPA log, change-control log, equipment qualification records, environmental monitoring trends, and lot statistics with percent RSD. Then apply a simple gate: any attribute that is a hard gate for your tier and cannot be produced is unresolved risk, not a minor gap. Unresolved risk on material entering a living system should end the evaluation.

The market will keep producing GLP-1 peptides. The qualification question — whether the supplier can prove what they shipped — is the one that still separates a usable supply chain from a crowded one.

This article covers material quality and analytical characterization for research and development buyers. It is not medical advice, not prescribing guidance, and not a substitute for your own quality unit’s specification review or regulatory assessment.

Аватар адміністратора

Xiaoxia Chen

New Drug R&D Technician Core Expertise: Target discovery, structure-activity relationship (SAR) analysis, peptide-drug conjugates (PDCs), and the development of anti-aging and metabolic peptides.

Profile: Xiaoxia Chen has led the early discovery and preclinical research for several metabolic and tumor-targeted peptide drugs. She is not only proficient in high-throughput screening of peptide libraries but also skilled in utilizing AI-assisted computational biology for de novo peptide sequence design. Currently, she is leading a team dedicated to the in-depth research and development of next-generation multifunctional agonists (such as dual- or triple-target fat-reducing peptides) and highly active tissue-repair peptides.

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