PMOS Research Observatory

The State of PMOS Research

Mapping PMOS (formerly PCOS) research across the globe for researchers, clinicians, patients and funders. The picture that emerges is a field that is large and growing, yet structurally misaligned with the disease it studies: under-resourced, fragmented across specialist silos, and concentrated in a handful of countries.

An estimated 8–13% of women of reproductive age worldwide live with PMOS and up to 70% are undiagnosed. WHO, 2023 ↗

20,749
Publications indexed
2015 – 2025
Years covered
152
Countries
6,837
Institutions

The shape of the field

Five countries produce more than half of all output. The field rarely crosses borders. Mental Health research stands nearly in isolation from every other topic.

Top Research Topics

Endocrinology & Hormones5,611
Metabolic Health4,116
Fertility & Reproduction2,830
Epidemiology & Public Health1,417
Pharmacology & Treatment1,282
View all 15 categories →

Top Countries by Output

China3,806
United States2,435
India1,743
Iran1,194
Turkey922
Explore by geography →

Most isolated topics

Share of each topic's papers that carry no other topic tag, i.e. studied on their own rather than alongside another field.

Mental Health & Psychology26.4%
Diagnostics & Phenotyping12.9%
Fertility & Reproduction10.9%
80%
Multi-topic papers
7.1k
Largest crossover pair
Metabolic + Endocrinology
19/105
Heavily-studied topic pairs
≥500 papers each, of 105 possible pairs from 15 topics

Mental Health & Psychology research is twice as siloed as any other topic, rarely connecting with the rest of the field.

How concentrated is the field?

0100%0100%% of output% of countries (top → bottom output)
0.83
Geographic Gini index
52%
Top 5 country share
13.7%
Cross-border papers

Output is geographically concentrated; most PMOS research stays within national borders.

Conditions co-investigated with PMOS · Top 10

How often each condition is mentioned alongside PMOS in the literature, a map of what the field connects to clinically. This reflects co-mention, not whether the condition was the study's primary focus.

Metabolic
Mental health
Other
Cancer
Cardiovascular Disease
7343.5%
Type 2 Diabetes
7023.4%
Depression
5342.6%
Anxiety
4172%
Gestational Diabetes
2601.3%
Fatty Liver Disease (NAFLD)
2541.2%
Thyroid Disorders
2091%
Endometrial Cancer
2021%
Sleep Apnoea
970.5%
Eating Disorders
900.4%
Conditions co-mentioned with PMOS in article title or abstract. Shows research attention, not causation or prevalence. % = share of all PMOS articles (2015–2025).

How is it funded?

Three-quarters of PMOS papers acknowledge no funder. That figure is itself an undercount: many funded papers omit acknowledgements. Of those that do disclose, a handful of national agencies dominate, and the acknowledged-funded share has not kept pace with publication growth.

25.3%
25.3% of PMOS papers acknowledge funding

A share that has held flat for a decade despite a 3.4× rise in total publications. 192 funded papers in 2015, 688 in 2025.

56.9%
Funders appearing on a single article

1,422 of 2,501 funders back just one PMOS paper. The landscape is top-heavy: a few dominant agencies and thousands of one-shot contributions.

Funded % by Topic

Genetics & Genomics
37.5%377 art.
Cell Biology & Animal Models
37.4%160 art.
Molecular Mechanisms
34.5%160 art.
Inflammation & Oxidative Stress
29.5%118 art.
Gut Microbiome
27.2%52 art.
Metabolic Health
26.9%1,107 art.
Epidemiology & Public Health
26.5%375 art.
Endocrinology & Hormones
25.6%1,438 art.
Fertility & Reproduction
24.2%684 art.
Pharmacology & Treatment
22.3%286 art.
Lifestyle & Exercise
19.6%42 art.
Mental Health & Psychology
17.3%186 art.
Diagnostics & Phenotyping
17.1%186 art.
Nutrition & Diet
16%78 art.
Dermatology & Aesthetics
6.4%9 art.
Root Cause
Symptom Specific
Bridging

Funding Trend · 2015 to 2025

Total publications(left axis)
Funded %(right axis)

What kind of research is it?

Half of PMOS research investigates individual symptoms in specialist silos. Only 30% looks at root causes. The fastest-growing areas (microbiome, molecular mechanisms, animal models) are starting to change that.

Research Approach · Root Cause vs Symptom Specific

50%
Symptom specific. Treats one symptom in a specialist silo.
29.7%
Root cause. Investigates why PMOS happens.
20.3%
Bridging. Diagnostics, treatment, epidemiology and models.
Symptom Specific(fertility, dermatology, mental health, hormones, diet, exercise)
Bridging(diagnostics, treatment, epidemiology, animal models)
Root Cause(genetics, mechanisms, microbiome, inflammation, metabolic)

Inner ring = the 3 research-approach buckets. Outer ring = the 15 topics, each sized by article count and grouped under its bucket. Hover any segment for details.

Topic Momentum · Share Change 2015–17 → 2023–25

Cell Biology & Animal Modelsnow 2.7% of field
+211%
Gut Microbiomenow 1.1% of field
+147%
Molecular Mechanismsnow 3.1% of field
+143%
Lifestyle & Exercisenow 1.4% of field
+138%
Diagnostics & Phenotypingnow 7.7% of field
+121%
Nutrition & Dietnow 3.1% of field
+71%
Epidemiology & Public Healthnow 8.0% of field
+61%
Inflammation & Oxidative Stressnow 2.3% of field
+47%
Mental Health & Psychologynow 6.0% of field
+42%
Pharmacology & Treatmentnow 6.9% of field
+31%
Dermatology & Aestheticsnow 0.8% of field
+15%
Genetics & Genomicsnow 4.9% of field
+15%
Fertility & Reproductionnow 12.2% of field
-18%
Metabolic Healthnow 17.0% of field
-27%
Endocrinology & Hormonesnow 23.1% of field
-29%

Where burden outpaces research

PMOS is globally under-researched. This map shows where the gap between disease burden and research output is widest, and which countries carry burden the research has yet to reach.

Research vs Disease Burden

High income
Upper-middle income
Lower-middle income
Low income

Largest research gaps

1Japan
+0.87
2Thailand
+0.76
3Mexico
+0.74
4Malaysia
+0.65
5Ecuador
+0.61
6Indonesia
+0.47
7Singapore
+0.42
8Italy
+0.40
9Sri Lanka
+0.39
10France
+0.37

Gap score = disease burden percentile minus research intensity percentile. Bar colour follows the income group legend above.

How to read this chart
Position (X, Y) X axis = research output per million reproductive-age women (log scale). Y axis = GBD 2021 disease burden. Top-left quadrant = highest priority gaps.
Bubble size Gap score: burden percentile minus research percentile. Larger bubble = more under-researched relative to burden. The ranking panel to the right sorts by this.
Colour World Bank FY2022 income group (see legend). Reveals whether gaps follow a wealth gradient.
Opacity Faint = wide GBD uncertainty interval. Treat Y position as a rough estimate.

Y axis caveat: DALY rates reflect diagnostic capacity as much as disease biology. Countries with weaker health systems record fewer diagnoses, so low DALY in the bottom cluster often signals invisible burden, not absent burden.

GBD scope: these DALYs cover only direct PMOS symptoms (infertility, irregular cycles, hormonal disability). Metabolic, cardiovascular, and mental health consequences are attributed to those GBD categories, so total burden is understated (Safiri et al., Hum Reprod 2022).

Disease burden: GBD 2021 (IHME) via Yao et al., PLOS ONE 2025. Research: publications 2019–2025, countries with ≥20 papers. Income groups: World Bank FY2022.

About the data

Name update (2026): This condition was officially renamed from Polycystic Ovary Syndrome (PCOS) to Polyendocrine Metabolic Ovarian Syndrome (PMOS) following an international consensus published in The Lancet ↗. All 20,749 articles in this database use PCOS terminology. New literature will gradually adopt PMOS.
OpenAlexBackbone

Full metadata, abstracts, and concepts. 2015–2025 coverage.

PubMedBiomedical recall

NCBI Entrez esummary. Adds articles missing from OpenAlex. 9,999 merged by DOI.

ClassificationProvisional

3-tier pipeline (concepts → keywords → Claude Haiku). 99.99% coverage.

Counting methodMethodology

Each article splits equally across its topics, so totals sum to article count, not tag count.

Known limitations (7)
  • Coverage, language and scope. English search terms under-index non-English and regional journals. Social science and qualitative research on PMOS sits largely out of frame.
  • Country reflects author affiliation, not where patients or data come from.
  • Topics and research approach are modelled. The root-cause / symptom / bridging split is an interpretive mapping, not ground truth.
  • Funding is undercounted and unpriced. Acknowledgement varies by journal and sector; no monetary amounts are available.
  • Disease burden is understated. GBD 2021 omits metabolic, cardiovascular, and mental health consequences of PMOS.
  • Comorbidities are co-mentions, not confirmed comorbidities or primary study focus.
  • The data is a snapshot. One-time extract, English language only; not continuously updated.
Read the full methodology →
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