Hidradenitis suppurativa is a chronic inflammatory disease that typically presents with nodules, abscesses, tunnels, and scars in areas rich in pilosebaceous units, such as the axillae and the inguinal and anogenital regions. It is a condition with a high potential for progression, characterized by inflammation and pain, and has a significant psychological and social impact, markedly affecting quality of life. In addition, it is an underdiagnosed disease with a considerable diagnostic delay, which may lead to disabling situations.
Therapeutic management is complex because it must be adapted to the clinical presentation and severity of the disease and often involves associated comorbidities. However, early management of the disease can prevent the progression of structural damage and improve both prognosis and patient quality of life.
This article reviews the latest findings regarding the etiopathogenesis of the disease, diagnosis, and phenotyping models that assist in decision-making for disease management.
Hidradenitis suppurativa (HS) is a chronic and recurrent inflammatory disease that predominantly affects the pilosebaceous follicle and is recognized as a systemic condition.1,2 Its clinical course is characterized by flares of variable duration, with nodules and abscesses that evolve into the formation of tunnels, generating areas of persistent chronic inflammation and suppuration.3
The most frequent locations include intertriginous regions with a high density of apocrine glands: axillae, breasts, groin, buttocks, and genital area. Cases have also been described in atypical locations such as the lateral trunk, facial region, or neck.
Due to the severity and location of the lesions, patients experience a significantly greater impact on quality of life (QoL) than in many other dermatologic diseases.4–6 HS continues to be an underdiagnosed condition, with diagnostic delays reaching up to 10 years,7 resulting in important clinical consequences and a considerable socioeconomic burden.8–10
Improving knowledge, early detection, and timely management is crucial, particularly due to the existence of a “therapeutic window of opportunity,” a concept introduced by Martorell et al. in 2015.11 This concept refers to the period during which medical treatment is most effective in controlling the inflammatory process and preventing the development of structures that only respond to surgical intervention. This window allows modification of the natural history of the disease, reduction of structural damage, decreased need for surgery, and improved prognosis. This concept has been validated by multiple studies, highlighting the importance of early intervention.11–18
EpidemiologyEpidemiological studies describe a global prevalence of approximately 1%, with published estimates ranging from 0.05% to 4.1%.1,2,19,20 This variability is explained by the current underdiagnosis of the disease.
The epidemiology of HS differs according to patient sex.21,22 Overall, the disease is more frequent in women than in men, with an approximate ratio of 3:1.23 Age distribution also varies: HS usually begins after puberty and remains active during the 3rd and 4th decades of life. This observation is particularly relevant in disease progression, as both pediatric and adult onset groups have been associated with a higher risk of severe progression.4,23,24
Factors associated with poor prognosis and increased disease severity or progression include:18,25,26
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Early onset of HS: childhood or preadolescence
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Family history of HS: associated with earlier onset, longer disease duration, and more extensive disease, suggesting genetic predisposition
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Syndromic forms and certain phenotypes: autoinflammatory syndromes and atypical phenotypes
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Male sex: some studies suggest men have a higher risk of severe disease and progression
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Anatomical location: gluteal and genital involvement
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Extent of baseline disease: ≥2 affected areas
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Smoking: both current and past smoking, as well as cumulative pack-years, are strongly associated with greater severity and progression
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Obesity: higher body mass index and weight gain are associated with greater disease severity and progression, probably through promotion of systemic inflammation and mechanical stress
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Other comorbidities: inflammatory or metabolic conditions such as pilonidal cyst and diabetes mellitus are associated with more severe HS
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Disease duration and diagnostic delay: longer disease duration and delayed diagnosis are associated with greater severity, probably due to cumulative inflammatory damage and fibrosis
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Number of previous systemic treatments and courses of antibiotics
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Duration of disease evolution
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Rate of HS progression
HS is an autoinflammatory disease in which genetic, physiologic, and environmental predisposing factors interact. These triggers produce changes in the microbiome and activation of immune and inflammatory responses, increasing the probability of developing cardiometabolic diseases (diabetes, obesity, dyslipidemia) and autoimmune conditions (synovitis, acne, pustulosis, synovitis–acne–pustulosis–hyperostosis–osteitis [SAPHO] syndrome, psoriatic arthritis, and rheumatoid arthritis) (Fig. 1).
Among the predisposing factors are genetic, physiologic, and environmental components. Approximately 40% of HS cases have a familial origin. Mutations can be categorized into: (1) mutations in genes encoding proteins of the γ-secretase complex and the Notch signaling pathway, and (2) mutations that cause inflammasome dysfunction.
The genes of the γ-secretase complex subunits with important mutations associated with HS described so far include PSENEN (presenilin enhancer), NCSTN (nicastrin), and PSEN1 (presenilin). One function of γ-secretase is to cleave the Notch protein to regulate this pathway. If cleavage occurs at the wrong site, signaling pathways are abnormally activated. Dysregulation of the Notch pathway causes altered keratinization and contributes to the development of the characteristic HS lesions. Some patients receiving γ-secretase inhibitors for Alzheimer disease may develop lesions identical to those observed in HS.
Mutations in the PSTPIP1 gene increase the activity of the inflammasome and of interleukins associated with this immune signaling pathway. Increased inflammasome activity has been observed in syndromic forms of HS.
PathophysiologyThe etiopathogenesis of HS has not yet been fully elucidated. HS begins around the hair follicle, and the etiopathogenic sequence classically described includes: (1) hyperkeratosis, occlusion, and dilation of the hair follicle, along with recruitment of immune cells in the dermis; (2) follicular rupture and release of its contents into the dermis (keratin, follicular fragments, PAMPs, and DAMPs), triggering an immune response and increased inflammation; and (3) tissue destruction, follicular fusion, epidermal acanthosis, pus formation, and development of tunnels (Fig. 1). Other theories propose that an inflammatory process is the initial pathogenic event, which subsequently leads to follicular occlusion, placing HS within the group of autoinflammatory keratinization diseases (AiKD).
Other triggering factorsChanges in the microbiomeAlterations in the microbiome play a role in the pathogenesis of HS. Early lesions show a decrease in components of the commensal skin flora (Cutibacterium), along with overgrowth of Staphylococcus and Streptococcus species. In chronic lesions, particularly in tunnels, an increase in anaerobic species (Porphyromonas, Peptoniphilus, and Prevotella species) has been observed. Factors related to immunity and inflammation also alter the relationship between the host and the cutaneous microbiome. Furthermore, HS has been associated with changes in the intestinal microbiome, mainly involving alterations in the composition of specific bacterial species and reduced overall diversity.
Obesity and metabolic syndromeA high body mass index (BMI) has been associated with increased incidence rate of the disease, a greater number of affected body areas, and poorer response to treatment.27
TobaccoSmoking has been associated with increased incidence, a greater number of affected body areas, and reduced response to treatment.27
Hormonal factorsEndocrine factors, particularly sex hormones, play an important role in the development of HS. This is supported by the higher prevalence of HS after puberty and the improvement observed in some patients after menopause.4,23,24,27
Mechanical stress/frictionMechanical stress or friction may contribute to the development of HS, particularly in predisposed individuals such as patients with obesity. This association is supported by clinical, histological, and biomechanical evidence.28
Psychological stressPsychological stress may negatively impact HS because of the hormonal and immune system changes it produces in patients.29
Clinical presentationTypes of lesionsClinical signs of the disease usually include inflammatory lesions that are painful and commonly affect, although not exclusively, body areas rich in apocrine glands. These dynamic lesions are often accompanied by noninflammatory lesions such as scars, dry tunnels, and double comedones.
The main elementary lesions of HS are described in Tables 1 and 2.
Types of lesions.
| Type of lesion | Clinical definition | Clinical/ultrasound image | Ultrasound definition |
|---|---|---|---|
| Inflammatory nodule | Solid, erythematous, firm, spherical lesion, similar to a pyogenic granuloma, palpable, <2cm in diameter, located in the dermis or subcutaneous tissue | – | Dermal or hypodermal nodular structure, hypoechoic or anechoic, round or oval, <1–2cm in diameterPositive Color Doppler (when inflammatory)Negative Color Doppler (when non-inflammatory) |
| Abscess | Palpable, fluctuating, spherical, compressible, erythematous lesion>2cm in diameter, painful on palpation. May drain purulent fluid | – | Dermal and/or hypodermal hypoechoic or anechoic sac-like structure connected to the base of dilated hair follicles due to fluid accumulation, >1–2cm in diameterPositive Color Doppler |
| Tunnel | Channel with or without stratified epithelium, with or without surrounding fibrosis, which may have an opening to the surface. May drain purulent or serous fluid | – | Dermal and/or hypodermal hypoechoic or anechoic band-like structure connected to the base of dilated hair follicles (tunnel)Color Doppler may be positive or negative (depending on inflammation) |
Classification of tunnel-type lesions.30–32
| Tunnel-type lesion | Clinical definition | Clinical/ultrasound image | Ultrasound definition |
|---|---|---|---|
| Type A | Tunnel of variable length without cutaneous openings | – | Band-like dermal structure without connections to the epidermis or subcutaneous adipose tissue |
| Type B | Tunnel of variable length, with an external opening and blind ending | – | Band-like dermal structure with a narrow connection to the dermoepidermal layer |
| Type C | Multiple tunnels of variable length communicating in deep layers (dermis) within the same body region, associated with surrounding scar tissue | – | ≥ 2 hypoechoic or anechoic band-like dermal structures connected to the base of dilated hair follicles in the same region, surrounded by hyperechoic fibrotic structures |
| Type D | Poorly defined hyperpigmented area extending into deeper structures, affecting at least the subcutaneous tissue | – | Hypoechoic or anechoic band-like dermal structure penetrating through subcutaneous adipose tissue and muscular fascia without extending to other organs |
In recent years, the importance of correctly identifying different lesion types has become evident to reduce interobserver variability that could affect therapeutic planning. The use of ultrasonography and the clinical-ultrasound definition of elementary lesions (Tables 1 and 2) has proven to be a fundamental tool, demonstrating its ability to reduce such variability.
Tunnel development is an inherent sign of HS and distinguishes it from other cutaneous diseases. These lesions are immunologically active and represent a source of inflammation in HS, associated with significant morbidity (pain and purulent drainage), and are considered predictors of poorer response to optimal medical therapy (OMT).26 Tunnel classification into 4 subtypes (Table 2) is particularly relevant (type A and type B tunnels may respond to OMT in up to 96% and 65% of cases, respectively). The presence of fibrosis (assessed morphologically and by shear-wave elastography) and the epithelium lining the tunnel walls—described on ultrasound as the “double rail sign”—have become highly useful findings for identifying which type B tunnels may respond to OMT.
Lesion locationAccording to data from the HS Delphi study conducted in Spain, the most frequent locations are the axillae (63.6%), groin (59.0%), buttocks (39.5%), perianal area (22.0%), and genital/pubic region (24.1%). Less frequent sites include the chest and breasts (15.1%), thighs (14.2%), abdomen (6.9%), back (6%), and facial area (4.8%). Differences may occur depending on the HS phenotype and the presence of comorbidities or associated risk factors.
Signs and symptomsPatients with HS report an average of 2–3 symptoms, and those with more severe disease tend to report a greater number of symptoms. The most common include inflammation/redness of lesions or abscesses (45.8%), pain or discomfort (39.8%), pain while sitting (32.2%), drainage from lesions (31.6%), pruritus (27.4%), impaired mobility or pain with limb movement (27.1%), malodorous discharge (19.3%), depression or low mood (17.5%), infection of lesions (17.2%), and sleep disturbances (11%).
PhenotypesTo date, several classifications of patients with HS have been described. In 2013, Canoui-Poitrine et al.33 defined 3 phenotypes based on the analysis of different variables (demographic and clinical) in a cohort of >600 patients: LC1 (axillary–mammary), LC2 (follicular), and LC3 (gluteal).
In 2015, Van der Zee et al.34 proposed another descriptive classification into 6 phenotypes according to clinical and epidemiological characteristics: (1) normal type; (2) frictional furuncle type; (3) scarring folliculitis type; (4) conglobata type; (5) syndromic type; and (6) ectopic type (Fig. 2a). According to this publication, the presence of lesions in certain anatomical locations (gluteal, perianal, scrotal, facial, scalp) may be associated with a higher risk of disease progression.
In 2020, Martorell et al.35 established 3 phenotypes: follicular or type A (nonprogressive), mixed or type B (slow progression), and inflammatory or type C (rapid progression). These phenotypes, associated with specific epigenetic profiles, provide a practical approach that helps identify patients eligible for biologic therapy.36,37 Recently validated by Frew et al.,36 this model is currently the most widely used phenotyping system for decision-making in disease management.
In 2021, González-Manso et al. proposed a classification into 2 endotypes, C1 (primarily follicular etiology) and C2 (primarily inflammatory etiology), based on cluster analysis. This model incorporates not only clinical signs of the disease but also demographic variables and their correlation with underlying biomarkers, guiding clinicians in selecting the most appropriate targeted therapy for each patient (Fig. 2a). Recently, it has been suggested that the gluteal phenotype could be subdivided into 2 subphenotypes with different clinical profiles, prognosis, and management strategies. Fig. 2b integrates the different proposed classifications.
Although all classifications have advantages and disadvantages, there is a physiopathologic, genetic, and epigenetic correlation between phenotypes38 and lesion type, number, and distribution, which ultimately guides therapeutic decision-making.39
Comorbidities and associated conditions40,41HS is frequently associated with comorbidities such as rheumatologic diseases, inflammatory bowel disease (IBD), psychiatric or psychological disorders, and cardiometabolic diseases. Some share physiopathologic mechanisms or genetic bases with HS, whereas in other cases the association has not been clearly established.42,43 Chronic systemic inflammation associated with HS likely contributes to the increased frequency of these comorbidities.
Regarding rheumatologic diseases, the prevalence of joint involvement or arthropathies in patients with HS is higher than in the general population.44 Literature suggests that 2–28% of patients with HS present symptoms of spondyloarthropathies.45 Key elements in HS pathophysiology, such as Th17 cells and inflammatory cytokines, have also been identified as central effectors in the immunopathogenesis of other immune-mediated inflammatory diseases (IMID).40 Accordingly, 1–13% of patients with HS present IBD, 1–17% Crohn disease, and 1–9% ulcerative colitis.42,43,46,47 Psychiatric disorders such as depression, anxiety, and addictions including smoking and alcohol use occur in 5–36% of patients with HS.48–50
The increased prevalence of cardiometabolic comorbidities in patients with HS is partly explained by the significant association between cardiovascular risk factors (obesity, smoking) and, independently, by systemic inflammation associated with HS per se.51 Patients with HS have a higher risk of major adverse cardiovascular events (MACE) and cardiovascular mortality.39,52 Accordingly, patients with HS frequently present metabolic syndrome (40–51%),53 cardiovascular disease,51,52,54,55 metabolic-associated fatty liver disease,56 and diabetes mellitus (9–30%).57,58 Other comorbidities frequently associated with HS include polycystic ovary syndrome (9–14%),59 squamous cell carcinoma (5%),60 other neoplasms (Hodgkin lymphoma and oral or pharyngeal cancer),61 and Down syndrome (3%).62
Disease severity scales (Table 3)Several scales exist for classifying and staging disease severity. However, the wide variety of phenotypes makes it difficult to apply a single scale to all cases. Below, only the most widely used scales in clinical practice and those validated or used in clinical trials are described.
Staging and monitoring scales for HS.
| Scale | Description | Advantages | Limitations |
|---|---|---|---|
| Hurley scale | Stage I: ≥ 1 abscess/inflammatory nodule without tunnels/scarring | Quantitative and static classification. | |
| Stage II: recurrent abscesses with tunnels/scarring (≥ 1 separated by areas of healthy skin) | Does not assess inflammatory severity. | ||
| Stage III: complete or near-complete involvement of an anatomical area with multiple abscesses/tunnels/scarring | Simple, quick, easy to use, widely used | Not suitable for evaluating therapeutic response. | |
| Not useful in clinical trials | |||
| Modified Hurley (refined Hurley) | Stage IA: ≤2 body areas and <5 abscesses/nodules (mild) | Simple, quick, easy to use; includes structural damage component and summarized lesion count | From stage II onward, does not consider abscess and inflammatory nodule count |
| Stage IB: >2 body areas or ≥5 abscesses/nodules and fixed lesions (moderate) | |||
| Stage IC: >2 body areas or ≥5 abscesses/nodules and migratory/unstable lesions (severe) | |||
| Stage IIA: <1% BSA affected with interconnected inflammatory tunnels, no inflammation (mild) | |||
| Stage IIB: <1% BSA affected with interconnected inflammatory tunnels, with inflammation, ≤2 body areas (moderate) | |||
| Stage IIC: <1% BSA affected with interconnected inflammatory tunnels, with inflammation, >2 body areas (severe) | |||
| Stage III: ≥1% BSA affected with interconnected inflammatory tunnels | |||
| IHS4 | IHS4 score=(1×number of nodules)+(2×number of abscesses)+(3×number of tunnels) | Dynamic scale. | Rarely used in practice. Difficult to use in severe patients. |
| Mild: ≤3 points | Useful in clinical practice and clinical trials | Same weight for tunnels of very different size and characteristics. | |
| Moderate: 4–10 points | |||
| Severe: ≥11 points | |||
| IHS4-55 | 55% reduction in IHS4 score | Validated scale to assess treatment success and MCID in pruritus, pain, and QoL. Evaluates treatment effectiveness by reducing draining tunnels and total lesions. | New scale, rarely used in clinical practice. Mainly suited for clinical trials |
| Useful in clinical trials | |||
| HiSCR50 | ≥50% reduction in total count of inflammatory nodules and abscesses, without increase in abscesses or tunnels | Useful in clinical trials. | Not useful for disease classification. |
| Useful for assessing treatment effectiveness/efficacy | Does not account for improvement in tunnel count. | ||
| Cannot be calculated if AN (abscess+inflammatory nodule) count is <3 | |||
QoL: quality of life; MCID: minimal clinically important difference; BSA: body surface area.
This scale is the most widely used for classifying patients and provides qualitative information about the structural severity of the disease at a specific time point. It is simple and useful for surgical planning but is not suitable for evaluating therapeutic response to medical treatment and is not useful in clinical trials. The Hurley scale classifies patients into 3 severity stages, where stage I is the mildest form and stage III the most severe.63 It is considered useful in the noninflammatory phase of the disease to define the best surgical strategy.64
Modified Hurley (refined Hurley stage)The modified Hurley scale subdivides the first 2 stages of the Hurley scale (I and II) into 3 subcategories according to severity: mild (A), moderate (B), and severe (C).65,66 It was designed to evaluate patient eligibility for immunomodulatory treatment, with the following stages considered eligible for biologic therapy: Ic, IIb, IIc, and III.
International Hidradenitis Suppurativa Severity Score System (IHS4)IHS4 is currently the most widely used scale and allows assessment of disease severity in clinical practice. The scale assigns 1 point for each nodule, 2 points for each abscess, and 4 points for each draining tunnel. The final score classifies disease severity as mild (≤3), moderate (4–10), or severe (≥11). The presence of a single draining tunnel automatically gives 4 points and is considered moderate disease, constituting a clinical criterion for biologic eligibility according to the most recent therapeutic guidelines.64,67 IHS4 is currently considered the most appropriate tool for assessing patients in the inflammatory phase of the disease, both at baseline and during follow-up.64
IHS4-55The IHS4-55 scale was developed to assess treatment success in a dichotomous manner. The threshold reduction in the IHS4 score required to achieve the therapeutic objective and the best correlation with other parameters previously validated in clinical trials, such as HiSCR50, were calculated. The optimal cutoff was determined to be a 55% reduction in the IHS4 score.97,98
Hidradenitis Suppurativa Clinical Response (HiSCR)The HiSCR score is the most widely used scale in clinical trials. It counts inflammatory nodules, abscesses, and tunnels and compares them with baseline values.68,69
HiSCR50, HiSCR75, and HiSCR90 are used and defined as a reduction of at least 50%, 75%, or 90%, respectively, in the total count of abscesses and inflammatory nodules, without an increase in the number of abscesses or draining tunnels vs baseline.
This score has some important limitations: it cannot be calculated in patients with fewer than 3 abscesses or nodules, and it does not adequately weigh the reduction in the number of draining tunnels, as it only considers whether they increase or not.
Other assessment scales: quality of life, pain, and pruritusIn addition to evaluating the disease signs per se, it is necessary to assess pain, pruritus, odor/exudate, and patient quality of life (QoL). To assess QoL, in addition to general instruments such as the Dermatology Life Quality Index (DLQI), specific scales for HS have been developed: HiSQOL (HiSQoL, HiSQoL adolescents, HiSQoL mini, HiSQoL-24). Of these, a validated Spanish version is available, HSQoL-24.70,71 Pain, pruritus, and odor/exudate are recommended to be evaluated using a visual analog scale (VAS) or a numeric rating scale (NRS).72
Use of imaging modalities in HSBecause HS lesions are predominantly located in the dermis and subcutaneous tissue, Imaging modalities are a key component for the characterization and follow-up of the disease.
UltrasonographyUltrasonography allows evaluation of lesion type with high specificity and accuracy and can detect subclinical lesions in a noninvasive manner.73 Clinical evaluation has been shown to systematically underestimate lesion severity; therefore, ultrasonography is the recommended imaging technique for diagnosis, staging, and follow-up.74 However, its use has not yet become widespread in global clinical practice and has not been used in most clinical trials.
High-frequency ultrasonography (15–22MHz) is the most widely used modality for diagnosis, lesion classification, staging, and follow-up of patients with HS.75,76
Very high-frequency ultrasonography (>30MHz) can detect early signs of the disease that are significantly associated with severity, as well as two types of keratin fragmentation that may promote the formation and persistence of tunnels and secretions.77 Although ultrasound resolution does not allow detection of lesions<0.1mm, all HS lesions—including tunnels—can be classified using color Doppler ultrasonography. This technique allows identification of the anatomical characteristics, location, and classification of lesions, as well as detection of active inflammation.78
Shear-wave elastography has emerged as a useful tool for quantifying fibrosis within tunnels.79,80
Ultrasonography is also useful for guiding intralesional treatments,81 and with the help of color Doppler it can also define the relationship with vascular structures prior to surgery.82
For ultrasound staging, the SOS-HS scale, recently modified (mSOS-HS), was developed. It classifies HS into 3 stages (I–III) according to ultrasound findings. Its use is recommended in routine clinical practice to adequately characterize disease severity. Additionally, the US-HSA scale allows evaluation of disease activity by ultrasonography. Both scales may provide useful information for staging, clinical decision-making, and research purposes.76
Magnetic resonance imagingMagnetic resonance imaging (MRI) has a limited role in the diagnosis and staging of HS.83 It is mainly used for genital, gluteal, and perianal lesions to differentiate perianal tunnels associated or not associated with Crohn diseasefrom HS lesions. MRI also plays a role in defining surgical strategy, particularly in patients with Hurley stage III areas, and as supportive imaging in clinical research trials.
DiagnosisThe diagnosis of HS is primarily clinical and is based on the location and recurrence of lesions. The presence of recurrent painful or suppurative lesions, with >2 episodes every 6 months, in areas such as the axillae, genitofemoral region, perineum, gluteal area, and inframammary region suggests HS (Fig. 3).
Despite the apparent simplicity of establishing the diagnosis, there is currently an average diagnostic delay of >7 years, which is particularly relevant given the progressive nature of this disease.
Considering the progressive course of the condition, Martorell et al. described the concept of a “window of opportunity,” defined as the time period during which medical treatment achieves its greatest effectiveness in controlling the disease, slowing progression, and reducing the need for surgery.11 This concept has been confirmed by studies such as those conducted by Marzano, Vilarrasa, and collaborators.
Techniques such as color Doppler ultrasonography, due to their ability to optimally characterize patients, are considered a crucial complementary tool for increasing the number of patients treated during this therapeutic window (Fig. 4).
The current situation shows that the most patients who reach specialist consultation are already outside this window. Observational studies in clinical practice and post hoc analyses of clinical trials of biologic drugs for HS have shown that fewer previous treatments and fewer draining tunnels help predict a better response to currently available therapies (Fig. 4).
Differential diagnosisAlthough the diagnosis of HS is clinical, complementary studies may occasionally be necessary to differentiate it from other conditions. Depending on the stage of disease evolution, lesions may resemble those of other pathologies. Establishing an appropriate differential diagnosis is important to distinguish early or late HS lesions from other diseases.23
Screening for comorbiditiesSince HS is frequently associated with certain comorbidities, screening should be performed for the following: cardiovascular risk factors, spondyloarthritis, inflammatory bowel disease, syndromic HS, and psychological or psychiatric disorders,41 and uveitis should be evaluated if compatible symptoms are present.
Future trends in diagnosisSpanish Hidradenitis Suppurativa RegistryThe Spanish Hidradenitis Suppurativa Registry (FAE-HS-2023-01) is currently underway. This registry will allow the study of whether demographic, socioeconomic, or clinical factors can predict the prognosis of HS and whether early diagnosis could influence the course of the disease.20
Artificial intelligence and new technologiesThe use of convolutional neural networks (CNNs) to determine the Hurley stage of HS from clinical images has made it possible to distinguish mild disease from moderate or severe disease, classify disease dynamics over time, and identify affected areas.84 A startup, in collaboration with dermatologists, has developed a digital platform capable of accelerating disease diagnosis and predicting the risk of HS progression.85 Furthermore, there are projects focused on developing deep-learning tools for the diagnostic support of ultrasound HS lesions(IAHS2-A01037775), which may enhance the use of ultrasonography in this condition.86 An application designed to evaluate wounds showed excellent validity and reliability, suggesting potential future use in daily clinical practice.86 A study investigating the needs of patients with HS through social media messages found that, despite having a diagnosis and receiving treatment, many patients still have unmet needs.87 In the future, a combination of AI algorithms and expert systems could improve the diagnosis and management of patients with HS.
Conflicts of interestAntonio Martorell Calatayud has served as a consultant for AbbVie, Novartis, UCB, Almirall, and LEO Pharma; as a speaker for Novartis, AbbVie, Janssen Cilag, UCB, Lilly, LEO Pharma, L’Oréal, Sanofi, Boehringer Ingelheim, Almirall, Bristol Myers Squibb, and Amgen; and as an investigator for MoonLake, AbbVie, UCB, Janssen, Bristol Myers Squibb, Lilly, Galderma, Sanofi, Incyte, and Novartis.
Fernando Alfageme Roldán has served as a consultant for AbbVie, Novartis, UCB, and Janssen.
Francisco Javier García-Martínez has served as a consultant for AbbVie, Novartis, UCB, and MSD and has participated as a principal investigator in clinical trials sponsored by UCB Pharma, Janssen, Insmed, and AbbVie.
Alejandro Molina Leyva has served as a consultant for AbbVie, Novartis, UCB, Almirall, and LEO Pharma; as an investigator for AbbVie, Novartis, UCB, and Incyte; and as a speaker for AbbVie, Novartis, UCB, LEO Pharma, MSD, Galderma, Eli Lilly, Celgene, and Janssen.
José Carlos Pascual Ramírez has served as a consultant for AbbVie, Novartis, and UCB.
Eva Vilarrasa Rull has served as a consultant, provided research and/or training support, participated in clinical trials, and received speaker honoraria from the following pharmaceutical companies: AbbVie, Aceleryn, Almirall, Amgen, Bayer, Biofrontera, Boehringer Ingelheim, Bristol Myers Squibb, Celgene, Galderma, Gebro, Incyte, Isdin, Johnson & Johnson, LEO Pharma, Lilly, Merck-Serono, MoonLake, MSD, Novartis, Pfizer, Roche, Sandoz, Sanofi, and UCB.
The authors thank Alba Gómez, PhD, on behalf of Springer Health+, for editorial support and assistance in preparing the manuscript.










