Research any topic before you write.

Find related topics. | Discover entities. | See connections. | Build a topical map.

Acne: History, Community, Culture & Applications

Acne, also known as acne vulgaris, is a long-term skin condition that occurs when dead skin cells and sebum clog hair follicles. Typical features of the condition include blackheads or whiteheads, pimples, oily skin, and possible scarring. It primarily affects skin with a relatively high number of oil glands, including the face, upper part of the chest…

Language: English [EN]
Use the mouse wheel or two fingers (on touchscreens) to zoom in and out of the map.
100%
More settings
100% 100% 100% 100% 100%

Acne topic overview

The analysis highlights History, Community, Culture and Applications as prominent areas in the source structure around Acne.

Related topics
388
Source areas
14
Connected nodes
402
Extracted relationships
288
Concept neighborhoods
70
Bridge connections
402

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

Overview · 160 topics
Causes · 56 topics
Management · 50 topics
Pathophysiology · 41 topics
History · 18 topics
Research · 13 topics
Diagnosis · 11 topics
Prognosis · 10 topics
Signs and symptoms · 9 topics
Society and culture · 9 topics
Classification · 6 topics
Diet · 2 topics
Epidemiology · 2 topics
Other animals · 1 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Key facts & relationships

High-confidence facts extracted from structured source data. Use them as anchors for further research.

Complications
Anxiety, reduced self-esteem, depression, thoughts of suicide
Differential diagnosis
Folliculitis, rosacea, hidradenitis suppurativa, miliaria, perioral dermatitis
Frequency
633 million affected (2015)
Medication
Azelaic acid, benzoyl peroxide, salicylic acid, antibiotics, birth control pills, co-cyprindiol, retinoids, isotretinoin
Other names
Acne vulgaris
Pronunciation
(/ˈækni/ ⓘ AK-nee)

Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

Classification

Signs and symptoms

Causes

Diet

Pathophysiology

Diagnosis

Management

Prognosis

Epidemiology

History

Society and culture

Research

Other animals

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

How Acne connects Entity context

The extracted context around Acne shows recurring relationship patterns in the source. For example, Acne → Although, Finasteride, Highly, If, In, Nadifloxacin, Nevertheless, No, Oral, Prolonged, Retinoids, Salicylic, Similarly, Spironolactone, Tetracyclines, The, Their, Topical, Tretinoin Another extracted example is Acne → As, Available, Causal, Dermatologists, Evidence, Few, High-glycemic-load, IGF-1, Milk, Multiple, Rather, Researchers, Studies, There, Vitamin B12. Use these groups to spot repeated connection types before inspecting the individual relationships.

Acne

Top relations

related to Pregnancy · 19
Acne → Although, Finasteride, Highly, If, In, Nadifloxacin, Nevertheless, No, Oral, Prolonged, Retinoids, Salicylic, Similarly, Spironolactone, Tetracyclines, The, Their, Topical, Tretinoin
related to Diet · 15
Acne → As, Available, Causal, Dermatologists, Evidence, Few, High-glycemic-load, IGF-1, Milk, Multiple, Rather, Researchers, Studies, There, Vitamin B12
related to Hormones · 15
Acne → Both, CAIS, Conversely, DHEA, DHT, During, GH, High, Hormonal, IGF-1, Laron, Medical, Over-the-counter, Pregnancy, The
related to history · 14
Acne → Amida, Aëtius, BCE, Cleopatra, François Boissier, French, Greek, He, Historical, In, Lacroix, Sauvages, Sulfur's, The
related to Research · 13
Acne → Another, As, CoA, Efforts, IGF-1, In, Oral, Other, PA6, Particles, Probiotics, The, This
related to Diagnosis · 12
Acne → Comedones, Cook's, Historical, In, Leeds, Many, Microcomedones, Several, The, The Leeds, The Pillsbury, This
related to Genes · 12
Acne → Apert's, CYP1A1, G/A, IL-1, Mendelian, Severe, Studies, The, These, TNF, TNF-alpha, XYY
related to Society and culture · 12
Acne → American, During, During World War II, Great Depression, In, Sales, Similarly, The, United Kingdom, United States, Until, US
related to Epidemiology · 10
Acne → About, Globally, In, It, Papua New Guinea, Paraguay, Rates, Western, Westernized, While
related to Pigmentation · 10
Acne → After, Daily, Even, However, Often, Pigmented, PIH, SPF, The, Whitening

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

skin treatment use topical antibiotics sebum may effective scars isotretinoin due acid benzoyl peroxide include production people vulgaris acnes used

Acne relationships Subject–Predicate–Object triples

TTTA extracted 288 structured relationships around Acne. Examples in this analysis include Acne → Complications → Anxiety, reduced self-esteem, depression, thoughts of suicide and Acne → Differential diagnosis → Folliculitis, rosacea, hidradenitis suppurativa, miliaria, perioral dermatitis. The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
AcneComplicationsAnxiety, reduced self-esteem, depression, thoughts of suicide1.00infobox
AcneDifferential diagnosisFolliculitis, rosacea, hidradenitis suppurativa, miliaria, perioral dermatitis1.00infobox
AcneFrequency633 million affected (2015)1.00infobox
AcneMedicationAzelaic acid, benzoyl peroxide, salicylic acid, antibiotics, birth control pills, co-cyprindiol, retinoids, isotretinoin1.00infobox
AcneOther namesAcne vulgaris1.00infobox
AcnePronunciation(/ˈækni/ ⓘ AK-nee)1.00infobox
AcneRisk factorsGenetics1.00infobox
AcneSpecialtyDermatology1.00infobox
AcneSymptomsBlackheads, whiteheads, pimples, oily skin, scarring1.00infobox
AcneTreatmentLifestyle changes, medications, medical procedures1.00infobox
AcneTypesblackhead, whitehead, papule, pustule, nodule, cyst1.00infobox
AcneUsual onsetPuberty1.00infobox

Related concept clusters Concept neighborhoods

The concept neighborhoods around Acne bring nearby vocabulary together. In this analysis, examples include Skin, Treatment and Vulgaris. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • Acne
    • Skin
    • Treatment
    • Vulgaris
    • May
    • People
    • Lesions
    • Use
    • Women
    • Severe
    • Inflammatory
    • Effective
    • Associated
  • acne
    • Skin
    • Treatment
    • Vulgaris
    • May
    • People
    • Lesions
    • Use
    • Women
    • Severe
    • Inflammatory
    • Effective
    • Associated
  • skin condition
    • Acnes
    • Acid
    • Production
    • Sebum
    • Inflammation
    • Affected
    • Treatment
    • People
    • Used
    • Scars
    • May
    • Therapy
  • dead skin cells
    • Acnes
    • Acid
    • Production
    • Sebum
    • Inflammation
    • Affected
    • Treatment
    • People
    • Used
    • Scars
    • May
    • Therapy
  • sebum
    • Production
    • Inflammation
    • Skin
    • Acnes
    • Due
    • Medications
    • Including
    • Light
    • Therapy
    • Vulgaris
    • May
    • Retinoids
  • treatments applied directly to the affected skin
    • Acnes
    • Acid
    • Production
    • Sebum
    • Inflammation
    • Affected
    • Skin
    • People
    • Treatment
    • Used
    • Scars
    • May
  • azelaic acid
    • Benzoyl
    • Peroxide
    • Used
    • Skin
    • Include
    • Medications
    • Treatment
    • Effective
    • May
    • Retinoids
    • Affected
    • Pregnancy
  • benzoyl peroxide
    • Peroxide
    • Antibiotics
    • Topical
    • Effective
    • Include
    • Retinoids
    • Used
    • Treatment
    • Use
    • Oral
    • Medications
    • Isotretinoin

Connections between topic areas Semantic bridges

For Acne, one of the stronger structural bridges in this analysis connects Acne with Overview. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3
AcneOverview · splits 242 ⟂ 161
AcneCauses · splits 346 ⟂ 57
AcneManagement · splits 352 ⟂ 51
AcnePathophysiology · splits 361 ⟂ 42
AcneHistory · splits 384 ⟂ 19
AcneResearch · splits 389 ⟂ 14
AcneDiagnosis · splits 391 ⟂ 12
AcnePrognosis · splits 392 ⟂ 11
AcneSigns and symptoms · splits 393 ⟂ 10
AcneSociety and culture · splits 393 ⟂ 10
AcneClassification · splits 396 ⟂ 7
AcneDiet · splits 400 ⟂ 3
AcneEpidemiology · splits 400 ⟂ 3

Map overview Semantic statistics

Acne

Nodes403
Edges402
Triples288
Avg. degree2
Density0.004963
Components1

Source & methodology

TTTA analyzes the structure around Acne to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as History, Community, Culture & Applications, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — Acne · EN edition · Analysis: TopicsToTalkAbout

For writers, content strategists, SEOs, marketers and creators — from quick topic research to advanced semantic analysis.