{
  "dataset": {
    "id": "peptideschool-public-research-source-inventory",
    "version": "1.0.0",
    "canonicalPage": "https://www.peptideschool.org/research-article-source-inventory",
    "license": {
      "spdx": "CC-BY-4.0",
      "url": "https://creativecommons.org/licenses/by/4.0/"
    },
    "publisher": "PeptideSchool",
    "author": "PeptideSchool Editorial Desk",
    "language": "en-US",
    "publicationDate": "2026-08-11",
    "reviewDate": "2026-08-11",
    "citation": "PeptideSchool Editorial Desk. PeptideSchool Public Research Article Source Inventory, version 1.0.0. https://www.peptideschool.org/research-article-source-inventory"
  },
  "scope": {
    "purpose": "Provide an inspectable public map from every PeptideSchool research article to its visible source trail and editorial family.",
    "included": "Canonical public article identity, title, family, publication and review dates, institutional author, source titles, publishers, URLs, source domains, and related-article count.",
    "excluded": "Search keywords, rankings, impressions, clicks, conversions, internal performance data, user data, Premium content, protocols, dosage recommendations, and medical advice.",
    "interpretation": "A source count documents transparency; it is not an automatic study-quality score, evidence grade, regulatory determination, or personal recommendation."
  },
  "summary": {
    "articleCount": 100,
    "familyCounts": {
      "peptide": 15,
      "topic": 18,
      "comparison": 7,
      "method": 38,
      "math": 6,
      "glossary": 16
    },
    "sourceReferenceCount": 257,
    "uniqueSourceUrlCount": 125,
    "uniqueSourceDomainCount": 30,
    "uniquePublisherCount": 53
  },
  "records": [
    {
      "id": "peptide-literature-search",
      "url": "https://www.peptideschool.org/research/methods/peptide-literature-search",
      "title": "A reproducible method for searching peptide literature",
      "family": "method",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
      "institutionalAuthor": "Published by PeptideSchool Editorial Desk",
      "sourceCount": 3,
      "sourceDomains": [
        "clinicaltrials.gov",
        "meshb.nlm.nih.gov",
        "pubmed.ncbi.nlm.nih.gov"
      ],
      "sources": [
        {
          "title": "PubMed User Guide",
          "publisher": "National Library of Medicine",
          "url": "https://pubmed.ncbi.nlm.nih.gov/help/"
        },
        {
          "title": "Peptides: MeSH",
          "publisher": "National Library of Medicine",
          "url": "https://meshb.nlm.nih.gov/record/ui?ui=D010455"
        },
        {
          "title": "ClinicalTrials.gov Glossary Terms",
          "publisher": "U.S. National Library of Medicine",
          "url": "https://clinicaltrials.gov/study-basics/glossary"
        }
      ],
      "relatedArticleCount": 3
    },
    {
      "id": "how-to-check-a-pubmed-citation",
      "url": "https://www.peptideschool.org/research/methods/how-to-check-a-pubmed-citation",
      "title": "How to verify a PubMed citation before using it",
      "family": "method",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
      "institutionalAuthor": "Published by PeptideSchool Editorial Desk",
      "sourceCount": 3,
      "sourceDomains": [
        "crossref.org",
        "medlineplus.gov",
        "pubmed.ncbi.nlm.nih.gov"
      ],
      "sources": [
        {
          "title": "PubMed User Guide",
          "publisher": "National Library of Medicine",
          "url": "https://pubmed.ncbi.nlm.nih.gov/help/"
        },
        {
          "title": "REST API",
          "publisher": "Crossref",
          "url": "https://www.crossref.org/documentation/retrieve-metadata/rest-api/"
        },
        {
          "title": "Evaluating Health Information",
          "publisher": "MedlinePlus, National Library of Medicine",
          "url": "https://medlineplus.gov/evaluatinghealthinformation.html"
        }
      ],
      "relatedArticleCount": 3
    },
    {
      "id": "how-to-read-clinicaltrials-gov",
      "url": "https://www.peptideschool.org/research/methods/how-to-read-clinicaltrials-gov",
      "title": "How to read ClinicalTrials.gov without overclaiming",
      "family": "method",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
      "institutionalAuthor": "Published by PeptideSchool Editorial Desk",
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      "sourceDomains": [
        "clinicaltrials.gov"
      ],
      "sources": [
        {
          "title": "Glossary Terms",
          "publisher": "ClinicalTrials.gov, U.S. National Library of Medicine",
          "url": "https://clinicaltrials.gov/study-basics/glossary"
        },
        {
          "title": "Learn About Studies",
          "publisher": "ClinicalTrials.gov, U.S. National Library of Medicine",
          "url": "https://clinicaltrials.gov/study-basics/learn-about-studies"
        },
        {
          "title": "About Studies With Results Information",
          "publisher": "ClinicalTrials.gov, U.S. National Library of Medicine",
          "url": "https://clinicaltrials.gov/study-basics/results-information"
        }
      ],
      "relatedArticleCount": 3
    },
    {
      "id": "peptide-claim-checklist",
      "url": "https://www.peptideschool.org/research/methods/peptide-claim-checklist",
      "title": "A claim-checking checklist for peptide research",
      "family": "method",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
      "institutionalAuthor": "Published by PeptideSchool Editorial Desk",
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        {
          "title": "Drug Development Process",
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        },
        {
          "title": "Evaluating Health Information",
          "publisher": "MedlinePlus, National Library of Medicine",
          "url": "https://medlineplus.gov/evaluatinghealthinformation.html"
        },
        {
          "title": "ClinicalTrials.gov Glossary Terms",
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          "url": "https://clinicaltrials.gov/study-basics/glossary"
        }
      ],
      "relatedArticleCount": 3
    },
    {
      "id": "incretin-agonists",
      "url": "https://www.peptideschool.org/research/topics/incretin-agonists",
      "title": "Incretin agonists: a map of GLP-1, GIP, and glucagon research",
      "family": "topic",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
      "institutionalAuthor": "Published by PeptideSchool Editorial Desk",
      "sourceCount": 4,
      "sourceDomains": [
        "nejm.org",
        "pmc.ncbi.nlm.nih.gov"
      ],
      "sources": [
        {
          "title": "Once-Weekly Semaglutide in Adults with Overweight or Obesity",
          "publisher": "The New England Journal of Medicine",
          "url": "https://www.nejm.org/doi/full/10.1056/NEJMoa2032183"
        },
        {
          "title": "Tirzepatide Once Weekly for the Treatment of Obesity",
          "publisher": "The New England Journal of Medicine",
          "url": "https://www.nejm.org/doi/full/10.1056/NEJMoa2206038"
        },
        {
          "title": "Triple-Hormone-Receptor Agonist Retatrutide for Obesity",
          "publisher": "The New England Journal of Medicine",
          "url": "https://www.nejm.org/doi/full/10.1056/NEJMoa2301972"
        },
        {
          "title": "Efficacy and safety of mazdutide in Chinese adults with overweight or obesity",
          "publisher": "Nature Communications",
          "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10719339/"
        }
      ],
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    },
    {
      "id": "mitochondrial-derived-peptides",
      "url": "https://www.peptideschool.org/research/topics/mitochondrial-derived-peptides",
      "title": "Mitochondrial-derived peptides and mitochondria-targeted peptide research",
      "family": "topic",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
      "institutionalAuthor": "Published by PeptideSchool Editorial Desk",
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        "fda.gov",
        "nature.com"
      ],
      "sources": [
        {
          "title": "The mitochondrial-derived peptide MOTS-c promotes metabolic homeostasis and reduces obesity and insulin resistance",
          "publisher": "Cell Metabolism",
          "url": "https://www.cell.com/cell-metabolism/fulltext/S1550-4131(15)00061-3"
        },
        {
          "title": "A phase 2/3 randomized clinical trial followed by an open-label extension to evaluate elamipretide in Barth syndrome",
          "publisher": "Genetics in Medicine",
          "url": "https://www.nature.com/articles/s41436-020-01006-8"
        },
        {
          "title": "FDA Grants Accelerated Approval for First Treatment for Barth Syndrome",
          "publisher": "U.S. Food and Drug Administration",
          "url": "https://www.fda.gov/news-events/press-announcements/fda-grants-accelerated-approval-first-treatment-barth-syndrome"
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    },
    {
      "id": "growth-hormone-secretagogues",
      "url": "https://www.peptideschool.org/research/topics/growth-hormone-secretagogues",
      "title": "Growth hormone secretagogues: classes, signals, and evidence limits",
      "family": "topic",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
      "institutionalAuthor": "Published by PeptideSchool Editorial Desk",
      "sourceCount": 3,
      "sourceDomains": [
        "ncbi.nlm.nih.gov",
        "pubmed.ncbi.nlm.nih.gov"
      ],
      "sources": [
        {
          "title": "Prolonged stimulation of growth hormone and IGF-I secretion by CJC-1295 in healthy adults",
          "publisher": "The Journal of Clinical Endocrinology & Metabolism",
          "url": "https://pubmed.ncbi.nlm.nih.gov/16352683/"
        },
        {
          "title": "Ipamorelin, the first selective growth hormone secretagogue",
          "publisher": "European Journal of Endocrinology",
          "url": "https://pubmed.ncbi.nlm.nih.gov/9849822/"
        },
        {
          "title": "Normal Physiology of Growth Hormone in Adults",
          "publisher": "Endotext, National Library of Medicine",
          "url": "https://www.ncbi.nlm.nih.gov/books/NBK279056/"
        }
      ],
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    },
    {
      "id": "copper-binding-peptides",
      "url": "https://www.peptideschool.org/research/topics/copper-binding-peptides",
      "title": "Copper-binding peptides: GHK-Cu, AHK-Cu, and the evidence map",
      "family": "topic",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
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        {
          "title": "Regenerative and Protective Actions of the GHK-Cu Peptide in the Light of the New Gene Data",
          "publisher": "International Journal of Molecular Sciences",
          "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC6073405/"
        },
        {
          "title": "The effect of tripeptide-copper complex on human hair growth in vitro",
          "publisher": "Archives of Pharmacal Research",
          "url": "https://pubmed.ncbi.nlm.nih.gov/17703734/"
        },
        {
          "title": "Peptides: MeSH",
          "publisher": "National Library of Medicine",
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        }
      ],
      "relatedArticleCount": 3
    },
    {
      "id": "retatrutide",
      "url": "https://www.peptideschool.org/research/peptides/retatrutide",
      "title": "Retatrutide: triple-agonist design, phase 2 evidence, and open questions",
      "family": "peptide",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
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        {
          "title": "Triple-Hormone-Receptor Agonist Retatrutide for Obesity: A Phase 2 Trial",
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        {
          "title": "A Study of Retatrutide (LY3437943) in Participants Who Have Obesity or Overweight",
          "publisher": "ClinicalTrials.gov, U.S. National Library of Medicine",
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        {
          "title": "Drug Development Process",
          "publisher": "U.S. Food and Drug Administration",
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        }
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    },
    {
      "id": "tirzepatide",
      "url": "https://www.peptideschool.org/research/peptides/tirzepatide",
      "title": "Tirzepatide: dual-agonist biology, trial evidence, and interpretation",
      "family": "peptide",
      "publicationDate": "2026-08-11",
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        {
          "title": "Tirzepatide Once Weekly for the Treatment of Obesity",
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        {
          "title": "FDA Approves New Medication for Chronic Weight Management",
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          "title": "Study of Tirzepatide (LY3298176) in Participants With Obesity or Overweight",
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      "id": "semaglutide",
      "url": "https://www.peptideschool.org/research/peptides/semaglutide",
      "title": "Semaglutide: GLP-1 receptor biology, STEP evidence, and limits",
      "family": "peptide",
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          "title": "Once-Weekly Semaglutide in Adults with Overweight or Obesity",
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        },
        {
          "title": "WEGOVY (semaglutide) Prescribing Information",
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        },
        {
          "title": "Research Study Investigating How Well Semaglutide Works in People Suffering From Overweight or Obesity",
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      "id": "mazdutide",
      "url": "https://www.peptideschool.org/research/peptides/mazdutide",
      "title": "Mazdutide: GLP-1/glucagon dual agonism and the clinical evidence",
      "family": "peptide",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
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      "sourceDomains": [
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      "sources": [
        {
          "title": "Efficacy and safety of mazdutide in Chinese adults with overweight or obesity",
          "publisher": "Nature Communications",
          "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10719339/"
        },
        {
          "title": "Safety and efficacy of a GLP-1 and glucagon receptor dual agonist mazdutide (IBI362) in Chinese adults with overweight or obesity",
          "publisher": "EClinicalMedicine",
          "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC9561728/"
        },
        {
          "title": "ClinicalTrials.gov Glossary Terms",
          "publisher": "U.S. National Library of Medicine",
          "url": "https://clinicaltrials.gov/study-basics/glossary"
        }
      ],
      "relatedArticleCount": 4
    },
    {
      "id": "mots-c",
      "url": "https://www.peptideschool.org/research/peptides/mots-c",
      "title": "MOTS-c: mitochondrial encoding, metabolic research, and evidence limits",
      "family": "peptide",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
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      "sourceDomains": [
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        {
          "title": "The mitochondrial-derived peptide MOTS-c promotes metabolic homeostasis and reduces obesity and insulin resistance",
          "publisher": "Cell Metabolism",
          "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC4350682/"
        },
        {
          "title": "The mitochondrial-derived peptide MOTS-c is a regulator of plasma metabolites and enhances insulin sensitivity",
          "publisher": "Physiological Reports",
          "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC6640593/"
        },
        {
          "title": "Drug Development Process",
          "publisher": "U.S. Food and Drug Administration",
          "url": "https://www.fda.gov/patients/learn-about-drug-and-device-approvals/drug-development-process"
        }
      ],
      "relatedArticleCount": 4
    },
    {
      "id": "ss-31",
      "url": "https://www.peptideschool.org/research/peptides/ss-31",
      "title": "SS-31 (elamipretide): mitochondrial targeting, trials, and narrow regulatory context",
      "family": "peptide",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
      "institutionalAuthor": "Published by PeptideSchool Editorial Desk",
      "sourceCount": 3,
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        "fda.gov",
        "nature.com"
      ],
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        {
          "title": "A phase 2/3 randomized clinical trial followed by an open-label extension to evaluate elamipretide in Barth syndrome",
          "publisher": "Genetics in Medicine",
          "url": "https://www.nature.com/articles/s41436-020-01006-8"
        },
        {
          "title": "FDA Grants Accelerated Approval for First Treatment for Barth Syndrome",
          "publisher": "U.S. Food and Drug Administration",
          "url": "https://www.fda.gov/news-events/press-announcements/fda-grants-accelerated-approval-first-treatment-barth-syndrome"
        },
        {
          "title": "ClinicalTrials.gov Glossary Terms",
          "publisher": "U.S. National Library of Medicine",
          "url": "https://clinicaltrials.gov/study-basics/glossary"
        }
      ],
      "relatedArticleCount": 4
    },
    {
      "id": "ghk-cu",
      "url": "https://www.peptideschool.org/research/peptides/ghk-cu",
      "title": "GHK-Cu: copper-binding biology, experimental evidence, and claim limits",
      "family": "peptide",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
      "institutionalAuthor": "Published by PeptideSchool Editorial Desk",
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      "sourceDomains": [
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        "pmc.ncbi.nlm.nih.gov",
        "pubmed.ncbi.nlm.nih.gov"
      ],
      "sources": [
        {
          "title": "Regenerative and Protective Actions of the GHK-Cu Peptide in the Light of the New Gene Data",
          "publisher": "International Journal of Molecular Sciences",
          "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC6073405/"
        },
        {
          "title": "The effect of tripeptide-copper complex on human hair growth in vitro",
          "publisher": "Archives of Pharmacal Research",
          "url": "https://pubmed.ncbi.nlm.nih.gov/17703734/"
        },
        {
          "title": "Evaluating Health Information",
          "publisher": "MedlinePlus, National Library of Medicine",
          "url": "https://medlineplus.gov/evaluatinghealthinformation.html"
        }
      ],
      "relatedArticleCount": 3
    },
    {
      "id": "bpc-157",
      "url": "https://www.peptideschool.org/research/peptides/bpc-157",
      "title": "BPC-157: what preclinical research suggests and human evidence cannot yet show",
      "family": "peptide",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
      "institutionalAuthor": "Published by PeptideSchool Editorial Desk",
      "sourceCount": 3,
      "sourceDomains": [
        "fda.gov",
        "pmc.ncbi.nlm.nih.gov",
        "pubmed.ncbi.nlm.nih.gov"
      ],
      "sources": [
        {
          "title": "BPC 157 and standard angiogenic growth factors: gastrointestinal tract healing, lessons from tendon, ligament, muscle and bone healing",
          "publisher": "Current Pharmaceutical Design",
          "url": "https://pubmed.ncbi.nlm.nih.gov/30915550/"
        },
        {
          "title": "Multifunctionality and Possible Medical Application of the BPC 157 Peptide: Literature and Patent Review",
          "publisher": "Pharmaceuticals",
          "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC11859134/"
        },
        {
          "title": "Drug Development Process",
          "publisher": "U.S. Food and Drug Administration",
          "url": "https://www.fda.gov/patients/learn-about-drug-and-device-approvals/drug-development-process"
        }
      ],
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    {
      "id": "tirzepatide-vs-retatrutide-vs-mazdutide",
      "url": "https://www.peptideschool.org/research/compare/tirzepatide-vs-retatrutide-vs-mazdutide",
      "title": "Tirzepatide vs retatrutide vs mazdutide: receptors, trials, and comparison limits",
      "family": "comparison",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
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      "sourceDomains": [
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      ],
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        {
          "title": "Tirzepatide Once Weekly for the Treatment of Obesity",
          "publisher": "The New England Journal of Medicine",
          "url": "https://www.nejm.org/doi/full/10.1056/NEJMoa2206038"
        },
        {
          "title": "Triple-Hormone-Receptor Agonist Retatrutide for Obesity: A Phase 2 Trial",
          "publisher": "The New England Journal of Medicine",
          "url": "https://www.nejm.org/doi/full/10.1056/NEJMoa2301972"
        },
        {
          "title": "Efficacy and safety of mazdutide in Chinese adults with overweight or obesity",
          "publisher": "Nature Communications",
          "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10719339/"
        }
      ],
      "relatedArticleCount": 4
    },
    {
      "id": "peptide-vs-protein",
      "url": "https://www.peptideschool.org/research/glossary/peptide-vs-protein",
      "title": "Peptide vs protein: what the terms mean and where the boundary blurs",
      "family": "glossary",
      "publicationDate": "2026-08-11",
      "reviewDate": "2026-08-11",
      "institutionalAuthor": "Published by PeptideSchool Editorial Desk",
      "sourceCount": 3,
      "sourceDomains": [
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        "ncbi.nlm.nih.gov"
      ],
      "sources": [
        {
          "title": "Peptides: MeSH",
          "publisher": "National Library of Medicine",
          "url": "https://meshb.nlm.nih.gov/record/ui?ui=D010455"
        },
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