EUTECNIQ Sciences

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Pharmaceutical partnerships Proposed collaboration model FDA guidance checked October 22, 2026

In botanical drug research, EUTECNIQ would supply characterized material, methods and formulations; a qualified sponsor would run the regulated studies

For drug developers, investigators and contract organizations studying botanical candidates: FDA's botanical IND and approval record, the rules a program meets, and what EUTECNIQ would and would not contribute.

Status. EUTECNIQ is in formation. It has no drug programs, no GLP or GCP capability and no drug manufacturing, and it does not plan to manufacture drugs. Everything EUTECNIQ would contribute on this page is a proposal.

739botanical INDs received by FDA from March 1984 to December 2020 (Park et al. 2025)
4botanical drugs approved: three NDAs and one BLA (FDA, September 2026)
69% vs 58%of oncologic and other botanical INDs safe to proceed at 30 days
9CFR parts frame a botanical drug program from IND to NDA (eCFR)
The journey

Four kinds of partner need well-characterized botanical material before regulated studies begin

Choose a partner to follow its path from the rules its program meets to the research documents it would receiveProposed service flow
Rules link to eCFR; a sponsor and its qualified contractors carry them out. EUTECNIQ's services would be research work outside GLP, and its documents would be labeled for research use; EUTECNIQ has no laboratory yet.
Text version: partners, rules, services and documents

Partners

  • Drug developers Need a candidate's composition, variability and process understood before committing to IND-enabling work.
  • Academic investigators Need research material that can be described, repeated and compared.
  • Contract organizations CROs and drug manufacturers needing a botanical characterization and process-development partner.
  • Supplement companies Ask whether a drug pathway exists for an ingredient they already sell.

Rules the partner's program meets

  • 21 CFR 312 The sponsor's IND, including chemistry and manufacturing information.
  • 21 CFR 58 GLP for nonclinical studies that support an IND.
  • 21 CFR 50 and 56 Informed consent and IRB review in clinical investigations.
  • 21 CFR 210 and 211 Drug CGMP for clinical supply and commercial product.
  • 21 CFR 314 New drug applications; adequate and well-controlled studies.

Research services (proposed; outside GLP)

What the partner would receive (for research use)

The problem

A botanical drug program depends on proving that every batch has the same effect

A botanical mixture cannot be controlled by one assay, so FDA relies on the totality of the evidence.

Four kinds of evidence together show batch-to-batch therapeutic consistencyFinal guidance
FDA's critical issue for a botanical drug, therapeutic consistency of marketed batches, is shown by the totality of four kinds of evidence because one assay cannot control a mixture; EUTECNIQ's proposed contribution sits in the first twoRaw-material controlSourcing, authentication, supplierrecordsChemistry, manufacturing andcontrolsProcess and specificationsBiological assaysActivity measured on batchesClinical dataEffect in patientsConsistent therapeutic effect of marketed batches"Ensuring that the therapeutic effect for marketed drug product batches isconsistent"Where EUTECNIQ proposes to contributeSponsor and partner workTotality of the evidence for a botanical drugTotality of the evidence•Raw-material control: Sourcing, authentication,supplier records•Chemistry, manufacturing and controls: Process andspecifications•Biological assays: Activity measured on batches•Clinical data: Effect in patients•Goal: consistent therapeutic effect of marketedbatches
FDA, Botanical Drug Development: Guidance for Industry, Revision 1 (December 2016), final; docket FDA-2000-D-0103.
Text version: why characterization comes first

Work done with poorly characterized material cannot be repeated or built on. Characterization, sourcing and process knowledge are therefore the first things a partner needs, and they are where EUTECNIQ proposes to contribute.

FDA, "Botanical Drug Development: Guidance for Industry," Revision 1 (December 2016), final; docket FDA-2000-D-0103.

Division of work

EUTECNIQ's proposed role ends where GLP, GCP and drug cGMP begin

Stages 1 to 4 would be EUTECNIQ research; stages 5 to 7 are regulated work led by a sponsor.

EUTECNIQ's proposed research sits before the line where GLP, GCP and drug cGMP beginProposed role Governing rules
Seven partnership stages: EUTECNIQ's proposed research work in stages 1 to 4, outside GLP; regulated work by a sponsor and its qualified contractors in stages 5 to 7 under GLP, GCP and drug cGMP; and five things EUTECNIQ would not do1. Candidate andquestion2. Materialcharacterization3. Process andmethods4. Researchformulation5. GLP nonclinicalstudies6. IND and clinicaltrials7. Clinical supplyand applicationEUTECNIQ research, outside GLP (proposed)Sponsor and qualified contractors (regulated)Indicationhypothesis andmaterial needs, setjointlySourcing andauthentication:species, plant part,vouchers, supplierrecordsCharacterization:fingerprints, markerassays, batchcomparisonProcessdevelopment:extraction andfractionation atresearch scale,mass balanceAnalytical methodsfor transferResearchformulations:solutions,suspensions,emulsions for invitro and animalworkIND-enabling safetystudies by a CROunder GLP · 21 CFRPart 58Sponsor files theIND · Part 312Sites and IRBs ·Parts 50, 56; E6(R3)GCP (Sept 2025)Trial registration ·42 CFR Part 11Drug cGMPmanufacture by aCDMO · Parts 210,211NDA (FD&C Act§ 505) or BLA by thesponsorGLP, GCP and drug cGMP begin hereEUTECNIQ would notManufacture drugs orclinical-trial materialSponsor or self-fund drugtrialsRun GLP or GCP studies inhouse until qualifiedCall research material fit forhuman dosing in a trialMake disease claims for itsconsumer ingredientsDivision of work across seven stagesEUTECNIQ research, proposed1. Candidate and question•Indication hypothesis and material needs, set jointlyEUTECNIQ research, proposed2. Material characterization•Sourcing and authentication: species, plant part,vouchers, supplier records•Characterization: fingerprints, marker assays, batchcomparisonEUTECNIQ research, proposed3. Process and methods•Process development: extraction and fractionation atresearch scale, mass balance•Analytical methods for transferEUTECNIQ research, proposed4. Research formulation•Research formulations: solutions, suspensions,emulsions for in vitro and animal workGLP, GCP and drug cGMP begin hereSponsor and contractors, regulated5. GLP nonclinical studies•IND-enabling safety studies by a CRO under GLP · 21CFR Part 58Sponsor and contractors, regulated6. IND and clinical trials•Sponsor files the IND · Part 312•Sites and IRBs · Parts 50, 56; E6(R3) GCP (Sept2025)•Trial registration · 42 CFR Part 11Sponsor and contractors, regulated7. Clinical supply and application•Drug cGMP manufacture by a CDMO · Parts 210, 211•NDA (FD&C Act § 505) or BLA by the sponsorEUTECNIQ would not•Manufacture drugs or clinical-trial material•Sponsor or self-fund drug trials•Run GLP or GCP studies in house until qualified•Call research material fit for human dosing in a trial•Make disease claims for its consumer ingredients
eCFR, 21 CFR Parts 50, 56, 58, 210, 211, 312 and 42 CFR Part 11, current to October 21, 2026; FDA, E6(R3) Good Clinical Practice, final guidance (docket FDA-2023-D-1955).
Text version: the seven stages and who does the regulated work
  1. Candidate and questionIndication hypothesis and material needs, set jointlyJoint
  2. Material characterizationAuthentication, fingerprints, batch comparisonEUTECNIQ
  3. Process and methodsExtraction, fractionation, analytical methodsEUTECNIQ
  4. Research formulationVehicles for in vitro and animal researchEUTECNIQ
  5. GLP nonclinical studiesIND-enabling safety studiesPartner
  6. IND and clinical trialsSponsor, sites, IRBsSponsor
  7. Clinical supply and applicationDrug cGMP manufacture; NDA or BLASponsor and CDMO
Regulated activities in drug development, who would perform them and the governing rule.
Regulated activityWho would do itGoverning rule
Investigational new drug application and FDA meetingsThe drug sponsor21 CFR Part 312 Final rule
Nonclinical safety studies supporting an IND or marketing applicationA contract research organization operating under GLP21 CFR Part 58 Final rule
Clinical trialsThe sponsor, clinical sites and institutional review boards21 CFR Parts 50, 56 and 312 Final rule; FDA, "E6(R3) Good Clinical Practice" (September 2025) Final guidance
Trial registrationThe responsible party, usually the sponsor, for applicable clinical trials42 CFR Part 11 Final rule
Clinical and commercial drug manufactureA contract manufacturer operating under drug cGMP21 CFR Parts 210 and 211 Final rule
Marketing applicationThe sponsorFD&C Act § 505 (NDA) or a biologics license (BLA)

eCFR, 21 CFR Parts 50, 56, 58, 210, 211, 312 and 42 CFR Part 11, current to October 21, 2026; FDA, "E6(R3) Good Clinical Practice (GCP)," final guidance, docket FDA-2023-D-1955. See the toxicology and clinical research pages.

Five things EUTECNIQ would not do, and four distinctions

Stating the limits up front protects partners and keeps the regulatory record clean.

  1. Manufacture drugs or clinical-trial material.Supplement cGMP under Part 111 is not drug cGMP under Parts 210/211.
  2. Sponsor or self-fund drug clinical trials.Trials would be run by a sponsor under an IND.
  3. Run GLP or GCP studies in house.Not unless and until EUTECNIQ is qualified to do so; until then they are partner-led.
  4. Describe research material as fit for human dosing in a drug trial.Clinical supply comes from a drug cGMP manufacturer.
  5. Make disease claims for its supplement, food or cosmetic ingredients.Drug research on a botanical does not change how a consumer product may be labeled.
  • Activity in a cell or animal study≠Efficacy in patients
  • Structure/function study of a supplement≠Evidence of drug effectiveness
  • Research-grade material≠Clinical-trial supply
  • ISO/IEC 17025 accreditation≠GLP compliance
What EUTECNIQ would contribute

Six research services, all upstream of regulated studies

Six proposed research services, each reported as research work outside GLPProposal
Six proposed research services upstream of regulated studies, each reported as research outside GLPService 1Sourcing and authenticationSpecies and plant-part confirmation, vouchers,supplier qualification and raw-material records.Service 2CharacterizationChemical fingerprints, marker assays andbatch-to-batch comparison.Service 3Process developmentExtraction and fractionation at research scale, withmass balance and transfer knowledge.Service 4Research formulationsSolutions, suspensions and emulsions for in vitroand animal research run by partners.Service 5Exploratory screeningPhysicochemical profiling, dissolution andcomputational screening; hypothesis-generatingonly.Service 6Interaction questionsIn vitro screens such as enzyme inhibition, to flagpossible interactions for partners to study.Six proposed research services upstream of regulated studies, each reported as research outside GLPService 1Sourcing and authenticationSpecies and plant-part confirmation, vouchers, supplierqualification and raw-material records.Service 2CharacterizationChemical fingerprints, marker assays and batch-to-batchcomparison.Service 3Process developmentExtraction and fractionation at research scale, with massbalance and transfer knowledge.Service 4Research formulationsSolutions, suspensions and emulsions for in vitro andanimal research run by partners.Service 5Exploratory screeningPhysicochemical profiling, dissolution and computationalscreening; hypothesis-generating only.Service 6Interaction questionsIn vitro screens such as enzyme inhibition, to flag possibleinteractions for partners to study.
EUTECNIQ proposal. Methods intended for drug release testing would be validated where drug cGMP applies. More on the translational research page.
The six services in detail

Sourcing and authentication Proposal

Species and plant-part confirmation, voucher specimens, supplier qualification and raw-material records that later support FDA's raw-material control expectations.

Characterization Proposal

Chemical fingerprints, marker assays and batch-to-batch comparison. Methods intended for drug release testing would be validated where drug cGMP applies.

Process development Proposal

Extraction and fractionation at research scale, with mass balance and the process knowledge a drug manufacturer needs for transfer.

Research formulations Proposal

Solutions, suspensions and emulsions for in vitro and animal research run by partners, with composition and stability data.

Exploratory screening Proposal

Physicochemical profiling, dissolution and computational screening to prioritize fractions. Hypothesis-generating, never efficacy evidence.

Interaction questions Proposal

Exploratory in vitro screens, such as enzyme inhibition, to flag possible natural product–drug interactions for partners to study properly.

The record

FDA received 739 botanical INDs from 1984 to 2020 and has approved four botanical drugs

Oncologic botanical INDs were more often safe to proceed at 30 days (69% vs 58%); the four approvals came in 2006, 2012, 2022 and 2023Published FDA data
Botanical investigational new drug applications received by FDA from March 1984 to December 2020, by indication and proposed phase, and the four botanical products FDA has approved as prescription drugs, with approval datesBotanical INDs received by FDA, March 1984 to December 2020Non-oncologicNon-oncologic INDs: 485; 58% safe to proceed at 30 days485Oncologic, phase 1Oncologic, phase 1: 137, of which 46 active137Oncologic, phase 2 or 3Oncologic, phase 2 or 3: 117, of which 36 active117Oncologic INDs: 69% safe to proceed at 30 days, against 58% for the rest; 82oncologic INDs were still active when the authors analyzed them, 3 in phase 3.Botanical drug approvals and FDA guidanceJun 2004FDA botanical drug guidanceissuedFDA botanical drug guidance issued: Jun 2004Oct 2006Veregen (sinecatechins), NDAVeregen (sinecatechins), NDA: Oct 2006Dec 2012Mytesi (crofelemer), NDAMytesi (crofelemer), NDA: Dec 2012Dec 2016Guidance revision 1 replaces itGuidance revision 1 replaces it: Dec 2016Dec 2022NexoBrid (anacaulase-bcdb), BLANexoBrid (anacaulase-bcdb), BLA: Dec 2022Dec 2023Filsuvez (birch triterpenes), NDAFilsuvez (birch triterpenes), NDA: Dec 2023200520152025Botanical investigational new drug applications received by FDA from March 1984 to December 2020, by indication and proposed phase, and the four botanical products FDA has approved as prescription drugs, with approval datesBotanical INDs received by FDA, March 1984 to December2020Non-oncologicNon-oncologic INDs: 485; 58% safe to proceed at 30 days485Oncologic, phase 1Oncologic, phase 1: 137, of which 46 active137Oncologic, phase 2 or3Oncologic, phase 2 or 3: 117, of which 36 active117Oncologic INDs: 69% safe to proceed at 30 days, against 58%for the rest; 82 oncologic INDs were still active when theauthors analyzed them, 3 in phase 3.Botanical drug approvals and FDA guidanceJun 2004FDA botanical drugguidance issuedFDA botanical drug guidance issued: Jun 2004Oct 2006Veregen (sinecatechins),NDAVeregen (sinecatechins), NDA: Oct 2006Dec 2012Mytesi (crofelemer), NDAMytesi (crofelemer), NDA: Dec 2012Dec 2016Guidance revision 1replaces itGuidance revision 1 replaces it: Dec 2016Dec 2022NexoBrid(anacaulase-bcdb), BLANexoBrid (anacaulase-bcdb), BLA: Dec 2022Dec 2023Filsuvez (birchtriterpenes), NDAFilsuvez (birch triterpenes), NDA: Dec 2023200520152025
INDs and approvals are separate counts over different periods; the chart does not imply that any IND led to an approval.INDs: Park JK, Lee D, Rui L, Gao X, Furness MS, Wu C (FDA authors), Ther Innov Regul Sci 2025;59:1129–1137 (CDER botanical IND database, March 1984 to December 2020; 254 oncologic, 485 non-oncologic). Approvals: FDA, Botanical Drug Products (September 3, 2026); dates from Drugs@FDA via openFDA, read October 24, 2026.
Data table: INDs and approvals
Botanical INDs received by FDA, March 1984 to December 2020 (Park et al. 2025)
GroupINDsStill active at analysisSafe to proceed at 30 days
Oncologic, phase 1 proposed1374669%
Oncologic, phase 2 or 3 proposed11736 (3 in phase 3)
Non-oncologic485not reported in the abstract58%
Botanical products approved as prescription drugs (FDA; Drugs@FDA)
ProductApplicationApprovedBotanical source, from the labeling
Veregen (sinecatechins)NDA 021902October 31, 2006Partially purified fraction of the water extract of green tea leaves (Camellia sinensis)
Mytesi (crofelemer)NDA 202292December 31, 2012Derived from the red latex of Croton lechleri
NexoBrid (anacaulase-bcdb)BLA 761192December 28, 2022Proteolytic enzymes extracted from the stems of pineapple plants (Ananas comosus)
Filsuvez (birch triterpenes)NDA 215064December 18, 2023Dry extract, refined, from birch bark (Betula pendula, Betula pubescens)
Nine CFR parts frame a botanical drug program from IND to NDA; the NDA and IND rules are the longesteCFR counts

Area is the number of sections in eCFR, a measure of length, not of importance; "*" marks parts that apply only in some programs. Select a part to open it in eCFR.Section counts from the eCFR API, titles 21 and 42 up to date as of October 21, 2026; selection of parts by EUTECNIQ from FDA's botanical drug guidance (December 2016). These are the sponsor's obligations; see the CFR atlas for consumer-product rules.
Data table: the nine parts
CFR parts for a botanical drug program: A botanical drug program from IND to NDA (eCFR section counts)
Rule setWhat it coversAgency groupeCFR sectionsLevel
21 CFR Part 312Investigational New Drug Application. Investigational new drug applications: what a sponsor files before testing a drug in people.FDA · 21 CFR60Applies
21 CFR Part 50Protection of Human Subjects. Informed consent of human subjects in FDA-regulated clinical investigations.FDA · 21 CFR15Applies
21 CFR Part 56Institutional Review Boards. Institutional review boards that review and approve clinical investigations.FDA · 21 CFR20Applies
21 CFR Part 58Good Laboratory Practice for Nonclinical Laboratory Studies. Good laboratory practice for nonclinical studies that support INDs and marketing applications.FDA · 21 CFR36Applies
21 CFR Part 314Applications for FDA Approval to Market a New Drug. New drug applications; § 314.126 defines adequate and well-controlled studies.FDA · 21 CFR68Applies
21 CFR Part 211Current Good Manufacturing Practice for Finished Pharmaceuticals. Current good manufacturing practice for finished pharmaceuticals.FDA · 21 CFR60Applies
21 CFR Part 210Current Good Manufacturing Practice in Manufacturing, Processing, Packing, or Holding of Drugs; General. Drug CGMP: scope, applicability and definitions.FDA · 21 CFR3Applies
21 CFR Part 320Bioavailability and Bioequivalence Requirements. Bioavailability and bioequivalence requirements for drug products.FDA · 21 CFR19Check
42 CFR Part 11Clinical Trials Registration and Results Information Submission. Registration and results reporting for applicable clinical trials on ClinicalTrials.gov.NIH · 42 CFR20Check
Total9 rule sets; 7 apply, the rest apply only in the circumstances they name301262 in rules that apply
FDA's framework

FDA's botanical drug guidance sets four ideas a partner plans around

Revision 1, December 2016, replaced the June 2004 guidance. Its recommendations are not binding.

One botanical, two legal paths, and the bridge FDA's guidance draws between themFinal guidance FDA statement
One botanical, two legal paths: a dietary supplement under Part 111 with structure/function claims and no disease claims, or a botanical drug through an IND, clinical trials and an NDA or BLA; prior use as a lawfully marketed supplement can shorten the start of the drug path, and an OTC route exists for some botanicalsOne botanicalPlant materials, algae,macroscopic fungiDietary supplementPart 111 manufacturing;structure/function claims; nodisease claimsLawful U.S. marketingPrior human use builds upINDSponsor; 21 CFRPart 312Clinical trialsAdequate andwell-controlledNDA or BLAApproval beforemarketingBotanical drugFour approved to date:sinecatechins, crofelemer, birchtriterpenes (NDA); anacaulase-bcdb(BLA)Similar prior use: initial clinical studies may startwithout further nonclinical testing; early CMCcan be less detailedOTC drug routeMarketed for a material time and extent for a specific OTC indication: may fit themonograph system; FDA may also approve an OTC botanical by NDAThe guidance's recommendations are not binding. Drug research on a botanical does not change how a consumer product may be labeled.Supplement and drug paths for one botanicalOne botanicalPlant materials, algae, macroscopic fungiSupplement pathPart 111 manufacturing; structure/function claims; nodisease claimsDrug pathIND (Part 312) → adequate and well-controlled trials →NDA or BLA. Four botanical drugs approved:sinecatechins, crofelemer, birch triterpenes (NDA);anacaulase-bcdb (BLA)BridgeLawful prior use as a supplement, similar to theproposed use: initial clinical studies may start withoutfurther nonclinical testing; early CMC can be lessdetailedOTC routeMaterial time and extent for an OTC indication:monograph system, or an OTC NDA
FDA, Botanical Drug Development (December 2016, Revision 1), docket FDA-2000-D-0103; FDA, What Is a Botanical Drug? (undated page, read October 22, 2026).
Text version of the guidance's four ideas and the approvals
Scope Final guidance
Botanicals "include plant materials, algae, macroscopic fungi." Highly purified or chemically modified substances, even of natural origin, fall outside the botanical approach.
Therapeutic consistency Final guidance
Batch-to-batch consistency is shown by the totality of the evidence: raw-material control, chemistry and manufacturing controls, biological assays and clinical data.
Prior human use Final guidance
For a botanical lawfully marketed in the United States as a dietary supplement, initial clinical studies may proceed without further nonclinical testing when the prior use is similar to the proposed use, and early chemistry and manufacturing information can be less detailed.
OTC route Final guidance
A botanical marketed for a material time and extent for a specific OTC indication may be eligible for the OTC monograph system; FDA may also approve an OTC botanical through a new drug application.
Approvals to date FDA statement
FDA states that four botanical products have been approved as prescription drugs: three under new drug applications (sinecatechins, crofelemer and birch triterpenes) and one under a biologics license (anacaulase-bcdb). FDA, "What Is a Botanical Drug?" (undated page, read October 22, 2026).

FDA, "Botanical Drug Development: Guidance for Industry" (December 2016, Revision 1), docket FDA-2000-D-0103.

Evidence levels

Five levels of evidence, and what each contributes to a drug program

Only adequate and well-controlled clinical investigations establish effectivenessRoles per regulation and guidance
Five levels of evidence and what each contributes to a botanical drug programLevel, and what it showsWhat it cannot showRole in a drug program5Human outcomeEffect in patients under controlled conditionsEffects outside the studied populationand indicationAdequate and well-controlled investigations: theprimary basis for "substantial evidence" ofeffectiveness4ExposurePharmacokinetics of marker or active constituentsEffectClinical pharmacology for dose and interactionassessment3Biological activityA mechanism or signal in cells or animalsEffect in patientsSupports the rationale and dose selection2SafetySafe enough for the planned exposureEffectNonclinical studies supporting an IND fall underGLP; prior human use may reduce what is needed tostart1Identity and compositionThe material is what it is said to be, at a definedcompositionSafety or effectThe base of chemistry, manufacturing and controlsand of therapeutic consistencyEach level answers its own question; none substitutes for the one above it.Five levels of evidence and what each contributes to a botanical drug programLevel 5 at the top; role in a drug program in the boxes5Human outcomeEffect in patients under controlled conditionsCannot show: Effects outside the studiedpopulation and indicationAdequate and well-controlled investigations:the primary basis for "substantial evidence" ofeffectiveness4ExposurePharmacokinetics of marker or active constituentsCannot show: EffectClinical pharmacology for dose and interactionassessment3Biological activityA mechanism or signal in cells or animalsCannot show: Effect in patientsSupports the rationale and dose selection2SafetySafe enough for the planned exposureCannot show: EffectNonclinical studies supporting an IND fallunder GLP; prior human use may reduce whatis needed to start1Identity and compositionThe material is what it is said to be, at a definedcompositionCannot show: Safety or effectThe base of chemistry, manufacturing andcontrols and of therapeutic consistencyEach level answers its own question; none substitutes forthe one above it.
21 CFR 58.1 and 58.3; 21 CFR 314.126(a); FDA, Botanical Drug Development (December 2016).
Text version of the evidence levels
Evidence levels with what each shows, what it cannot show, and its role in botanical drug development.
LevelWhat it showsWhat it cannot showRole in a drug program
1 Identity and compositionThe material is what it is said to be, at a defined composition.Safety or effect.The base of chemistry, manufacturing and controls and of therapeutic consistency.
2 SafetyThe material is safe enough for the planned exposure.Effect.Nonclinical studies supporting an IND fall under GLP; prior human use may reduce what is needed to start.
3 Biological activityA mechanism or signal in cells or animals.Effect in patients.Supports the rationale and dose selection.
4 ExposurePharmacokinetics of marker or active constituents.Effect.Clinical pharmacology for dose and interaction assessment.
5 Human outcomeEffect in patients under controlled conditions.Effects outside the studied population and indication.Adequate and well-controlled investigations are the primary basis for "substantial evidence" of effectiveness.

Studying a botanical candidate?

Describe the material, the research question and the stage of your program. The first reply would set out what characterization and process work would make your results reproducible.