A Type 1 diabetes command-center workspace with glucose supplies, a laptop, and a CGM.
T1D intelligence hub

The daily signal desk for Type 1 diabetes.

Type1Cure tracks research, trials, devices, safety alerts, company movement, and community signals, then turns them into evidence-labeled briefings a parent can act on.

8
core evidence lanes
150+
planned source feeds
7
trust labels
4
launch phases
Signal triage

What deserves attention first.

This launch version ships with curated seed intelligence. The ingestion pipeline is documented and staged for PubMed, ClinicalTrials.gov, FDA, RSS/news, and compliant social/video sources.

Cure WatchTrackClinical + research

Beta-cell replacement and immune protection remain the cure-watch center lane

Clinical trials, biotech filings, peer-reviewed papers

The highest-value watchlist combines islet or stem-cell derived beta cells, encapsulation, immune modulation, and durable insulin independence endpoints.

Why it matters: A family needs to know whether a headline means durable human benefit, early safety data, or animal/preclinical promise.
DevicesActRegulatory + real world

Automated insulin delivery is the near-term quality-of-life battleground

FDA, device makers, ADA technology updates

Closed-loop systems, CGM accuracy, interoperability, algorithm updates, infusion-set reliability, and recall notices deserve daily monitoring.

Why it matters: Better technology can change sleep, school, sports, travel, and parent anxiety long before a biological cure arrives.
TrialsWatchRecruiting signals

Trial matching should be consent-first and privacy-minimal

ClinicalTrials.gov, TrialNet, academic centers

Recruiting trials can be filtered by age, geography, disease stage, intervention class, and travel burden without storing sensitive profiles by default.

Why it matters: Families need timely opportunities, but health data should not become the business model.
CommunityWatchAnecdotal/media

Social signals are valuable only after evidence labeling

YouTube, creator feeds, podcasts, community submissions

Creator posts can surface practical lived experience and early buzz, but must be separated from clinical claims and sponsor influence.

Why it matters: Parents deserve the wisdom of the community without mistaking virality for medical evidence.
Evidence model

Built to separate hope from proof.

Cure news has to be handled carefully. The product ranks items by evidence class, patient relevance, novelty, and actionability, then sends high-risk claims through human review.

View trust controls

Evidence labels

Every item is marked as peer reviewed, preprint, clinical trial, regulatory, company PR, news, social, or anecdotal.

Medical guardrails

No miracle language, no supplement hype, no diagnosis advice, and no pay-to-rank editorial placement.

Idempotent ingestion

Source pulls use retries, source checksums, canonical IDs, and duplicate protection before publication.

Human review

High-impact items, safety alerts, trial eligibility, and sponsor-sensitive content enter an editorial queue.

Source coverage

Aggregation lanes for the full T1D ecosystem.

The source registry is treated as a product surface: every feed needs a method, cadence, trust tier, license/terms note, failure behavior, and a reason it matters to families.

12+ feeds
Every 6 hours

Research Literature

DOI/NCT dedupe, phase tagging, human-vs-animal labeling, and plain-English evidence summaries.

PubMedPMCCrossrefmedRxivbioRxivmajor journals
Global registry
Daily

Clinical Trials

Age, location, recruiting status, intervention class, endpoint, and contact changes tracked over time.

ClinicalTrials.govTrialNetacademic centersindustry trial pages
FDA stack
Hourly alerts

Regulatory & Safety

CGM, pump, infusion, insulin, glucagon, app, and interoperability alerts are escalated above news.

FDA recallsopenFDAMedWatchdevice safety notices
100+ sources
Continuous

News & PR

Company claims are labeled as PR until independently supported by clinical or regulatory evidence.

GDELTcompany press roomsNIH/NIDDKADABreakthrough T1D
Curated watchlists
Daily

Social & Video

Official APIs, embeds, creator permission, and community submissions keep platform use compliant.

YouTubepodcastsInstagramTikTokFacebookReddit
Market radar
Weekly

Industry Intelligence

Commercial movement is separated from medical recommendations and ranked by patient relevance.

device makersbiotechearningspatentspartnerships
Safety priority

Recalls and device alerts outrank everything.

If FDA, MedWatch, or a manufacturer issues a relevant CGM, pump, app, insulin, or glucagon alert, it should bypass the normal feed and hit the family alert lane first.

CGM accuracy

Sensor reliability, app outages, calibration warnings.

Pump safety

Infusion sets, algorithm behavior, dosing interruption.

Medication alerts

Insulin, glucagon, shortages, labeling changes.

School/travel impact

Practical family actions, backup-plan language.

Community radar

Social media belongs in the system, not in the driver's seat.

YouTube, podcasts, creator posts, parent forums, and lived experience can reveal what matters in real life. The site captures that signal while labeling anecdote, sponsorship, and platform limits clearly.

Official APIs
Creator permission
Evidence overlay

The first social release should use YouTube API, podcast RSS, manual creator watchlists, embeds where permitted, and community submissions. TikTok, Instagram, and Facebook require official APIs, permissions, or paid listening partners.

Business model

Monetize trust, not confusion.

The revenue plan is designed to fund serious monitoring without letting advertisers, affiliates, or trial sponsors distort coverage.

Premium Intelligence

Parents, advocates, clinicians, investors

Free weekly digest plus paid daily alerts, trial watches, and research briefs.

Editorial coverage never depends on payment from companies being covered.

Ethical Sponsorship

Device, education, insurance navigation, nonprofit, and event partners

Clearly labeled newsletter, webinar, and event sponsorships.

Sponsors get reach, not editorial control, claims review, or hidden native ads.

Affiliate Utility

Families buying practical T1D gear

Disclosed affiliate links for bags, patches, travel gear, books, and low supplies.

No affiliate influence on safety coverage, rankings, or medical claims.

Consent-Based Trial Match

Families looking for legitimate study opportunities

Privacy-minimal alerts and optional concierge matching.

No sale of health profiles; users control what is stored and shared.

Production path from site to signal engine.

The build sequence gets the public brand live first, then adds ingestion, review, alerts, premium intelligence, and partnerships without rewriting the foundation.

Now

Launch the command center

  • Responsive public site
  • Source registry
  • Editorial policy
  • Newsletter capture
30 days

Automate the first ingestion lanes

  • PubMed
  • ClinicalTrials.gov
  • FDA recalls
  • RSS/news
  • Admin review queue
60 days

Turn signals into products

  • Daily digest
  • Trial alerts
  • Research explainers
  • Sponsor kit
90 days

Build authority

  • Medical advisor workflow
  • Creator partnerships
  • Premium reports
  • Event pipeline
Early access

Build the daily T1D brief around your family's watchlist.

The first launch list will receive source-backed research, trial, device, safety, and community alerts. No diagnosis questionnaire, no PHI sale, and no miracle-cure marketing.

Consent-first alerts before any future trial-matching workflow.
Free digest first; premium intelligence only after trust is earned.
Alert topics

Choose the alerts you want first. No health profile is required.