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Fredman G, Fuchs CSK, Wenande E, Philipsen PA, Untracht GR, Andersen F, Bjerring P, Wiegell SR, Haedersdal M. Dynamic optical coherence tomography unveils subclinical, vascular differences across actinic keratosis grades I-III. Exp Dermatol 2024; 33:e15153. [PMID: 39138644 DOI: 10.1111/exd.15153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 06/18/2024] [Accepted: 07/22/2024] [Indexed: 08/15/2024]
Abstract
Actinic keratosis (AK) classification relies on clinical characteristics limited to the skin's surface. Incorporating sub-surface evaluation may improve the link between clinical classification and the underlying pathology. We aimed to apply dynamic optical coherence tomography (D-OCT) to characterize microvessels in AK I-III and photodamaged (PD) skin, thereby exploring its utility in enhancing clinical and dermatoscopic AK evaluation. This explorative study assessed AK I-III and PD on face or scalp. AK were graded according to the Olsen scheme before assessment with dermatoscopy and D-OCT. On D-OCT, vessel shapes, -pattern and -direction were qualitatively evaluated at predefined depths, while density and diameter were quantified. D-OCT's ability to differentiate between AK grades was compared with dermatoscopy. Forty-seven patients with AK I-III (n = 207) and PD (n = 87) were included. Qualitative D-OCT evaluation revealed vascular differences between AK grades and PD, particularly at a depth of 300 μm. The arrangement of vessel shapes around follicles differentiated AK II from PD (OR = 4.75, p < 0.001). Vessel patterns varied among AK grades and PD, showing structured patterns in AK I and PD, non-specific in AK II (OR = 2.16,p = 0.03) and mottled in AK III (OR = 29.94, p < 0.001). Vessel direction changed in AK II-III, with central vessel accentuation and radiating vessels appearing most frequently in AK III. Quantified vessel density was higher in AK I-II than PD (p ≤ 0.025), whereas diameter remained constant. D-OCT combined with dermatoscopy enabled precise differentiation of AK III versus AK I (AUC = 0.908) and II (AUC = 0.833). The qualitative and quantitative evaluation of vessels on D-OCT consistently showed increased vascularization and vessel disorganization in AK lesions of higher grades.
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Affiliation(s)
- Gabriella Fredman
- Department of Dermatology, Copenhagen University Hospital, Copenhagen, Denmark
| | | | - Emily Wenande
- Department of Dermatology, Copenhagen University Hospital, Copenhagen, Denmark
| | - Peter A Philipsen
- Department of Dermatology, Copenhagen University Hospital, Copenhagen, Denmark
| | - Gavrielle R Untracht
- Department of Dermatology, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Flemming Andersen
- Skin Center Mølholm, Private Hospital Mølholm, Vejle, Denmark
- Department of Dermatology, Aalborg University Hospital, Aalborg, Denmark
| | - Peter Bjerring
- Skin Center Mølholm, Private Hospital Mølholm, Vejle, Denmark
- Department of Dermatology, Aalborg University Hospital, Aalborg, Denmark
| | - Stine R Wiegell
- Department of Dermatology, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark
| | - Merete Haedersdal
- Department of Dermatology, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark
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2
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Schuh S, Berger M, Schiele S, Rubeck A, Müller G, González JJV, Holmes J, Welzel J. Dynamic optical coherence tomography for imaging acute wound healing. Int Wound J 2024; 21:e70015. [PMID: 39165043 PMCID: PMC11336043 DOI: 10.1111/iwj.70015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Revised: 07/17/2024] [Accepted: 07/22/2024] [Indexed: 08/22/2024] Open
Abstract
The aim of this study was to investigate acute wound healing with dynamic optical coherence tomography (D-OCT). From 22 patients with 23 split skin graft donor sites, vessels at four wound edges, the wound bed, and adjacent and unaffected skin of the contralateral leg were measured by D-OCT at six time points from surgery to 4 weeks of healing. Changes in vessel orientation, density, diameter, morphology and pattern in horizontal, vertical and 3D images were analysed for wound healing and re-epithelialization. At 300 μm depth, there were significant differences of blobs and serpiginous vessels between normal and wounded skin. The wound had significantly more vertically oriented vessels, a higher degree of branching, vessel density and diameter compared with healthy skin. 3D images showed increased angiogenesis from healthy skin towards the wound centre, significantly higher vessel density at the wound than at normal skin and the highest at the interface. During wound healing blobs, coils and serpiginous vessels occurred significantly more frequently in lesional than healthy skin. Vessel density was greatest at the beginning, decreased and then increased by 4 weeks post-surgery. D-OCT helps to evaluate acute wound healing by visualizing and quantifying blood vessel growth in addition to re-epithelialization.
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Affiliation(s)
- Sandra Schuh
- Department of Dermatology and AllergologyUniversity Hospital AugsburgAugsburgGermany
| | - Maximilian Berger
- Department of Dermatology and AllergologyUniversity Hospital AugsburgAugsburgGermany
| | - Stefan Schiele
- Institute of MathematicsUniversity of AugsburgAugsburgGermany
| | - Anna Rubeck
- Institute of MathematicsUniversity of AugsburgAugsburgGermany
| | - Gernot Müller
- Institute of MathematicsUniversity of AugsburgAugsburgGermany
| | | | | | - Julia Welzel
- Department of Dermatology and AllergologyUniversity Hospital AugsburgAugsburgGermany
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3
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Fredman G, Wiegell SR, Haedersdal M, Untracht GR. Vascular feature identification in actinic keratosis grades I-III using dynamic optical coherence tomography with automated, quantitative analysis. Arch Dermatol Res 2024; 316:391. [PMID: 38878217 PMCID: PMC11180023 DOI: 10.1007/s00403-024-03022-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 04/08/2024] [Accepted: 04/26/2024] [Indexed: 06/19/2024]
Abstract
Clinical grading of actinic keratosis (AK) is based on skin surface features, while subclinical alterations are not taken into consideration. Dynamic optical coherence tomography (D-OCT) enables quantification of the skin´s vasculature, potentially helpful to improve the link between clinical and subclinical features. We aimed to compare microvascular characteristics across AK grades using D-OCT with automated vascular analysis. This explorative study examined AK and photodamaged skin (PD) on the face or scalp. AKs were clinically graded according to the Olsen Classification scheme before D-OCT assessment. Using an open-source software tool, the OCT angiographic analyzer (OCTAVA), we quantified vascular network features, including total and mean vessel length, mean vessel diameter, vessel area density (VAD), branchpoint density (BD), and mean tortuosity from enface maximum intensity projection images. Additionally, we performed subregional analyses on selected scans to overcome challenges associated with imaging through hyperkeratosis (each lesion group; n = 18). Our study included 45 patients with a total of 205 AKs; 93 grade I lesions, 65 grade II, 47 grade III and 89 areas with PD skin. We found that all AK grades were more extensively vascularized relative to PD, as shown by greater total vessel length and VAD (p ≤ 0.009). Moreover, AKs displayed a disorganized vascular network, with higher BD in AK I-II (p < 0.001), and mean tortuosity in AK II-III (p ≤ 0.001) than in PD. Vascularization also increased with AK grade, showing significantly greater total vessel length in AK III than AK I (p = 0.029). Microvascular quantification of AK unveiled subclinical, quantitative differences among AK grades I-III and PD skin. D-OCT-based microvascular assessment may serve as a supplement to clinical AK grading, potentially raising perspectives to improve management strategies.
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Affiliation(s)
- Gabriella Fredman
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, NV, 2400, Denmark.
| | - Stine R Wiegell
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, NV, 2400, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark
| | - Merete Haedersdal
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, NV, 2400, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark
| | - Gavrielle R Untracht
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, NV, 2400, Denmark
- Department of Health Technology, Technical University of Denmark, Kongens Lyngby, 2800, Denmark
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4
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Guerra LO, Cortinoz JR, Vasques LI, Leonardi GR. Methods for skin image analysis and their applications in dermatology and cosmetic research: a comprehensive review. Ital J Dermatol Venerol 2024; 159:146-160. [PMID: 38376503 DOI: 10.23736/s2784-8671.23.07704-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2024]
Abstract
INTRODUCTION In recent years, several non-invasive imaging methods have been introduced to facilitate studies in dermatology and cosmetic research, almost completely replacing invasive methods such as biopsy. Imaging devices have proven to be useful tools in skin analysis and therapy monitoring. This review aimed to investigate the most recent studies in cosmetic dermatology the imaging technology and methods that are being used to assess skin characteristics and summarize its fundamentals, possible applications, advantages, and limitations, and to give a future perspective to the clinical trials. EVIDENCE ACQUISITION For that, a literature review was carried out in the main scientific database platforms and the studies associating skin image analysis with dermatology and cosmetic research were selected and discussed. EVIDENCE SYNTHESIS It was possible to infer that skin image analyses are not only practical and effective, but have also become increasingly essential for the skin sciences. The in vivo and real-time image analyses allow a more complete evaluation and the follow-up of the same region for different periods. It was also possible to observe that macroscopic, microscopic, and mesoscopic imaging methods are complementary, allowing different approaches in the same study. CONCLUSIONS These technologies are expected to evolve more and more quickly in the near future.
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Affiliation(s)
- Lucas O Guerra
- Faculty of Medical Sciences, University of Campinas, Campinas, São Paulo, Brazil
- ALS Life Sciences-Allergisa Pesquisa Dermato-Cosmética Ltda, São Paulo, Brazil
| | - Janaina R Cortinoz
- ALS Life Sciences-Allergisa Pesquisa Dermato-Cosmética Ltda, São Paulo, Brazil
| | - Louise I Vasques
- Faculty of Pharmaceutical Sciences, University of Campinas, Campinas, São Paulo, Brazil -
| | - Gislaine R Leonardi
- Faculty of Medical Sciences, University of Campinas, Campinas, São Paulo, Brazil
- Faculty of Pharmaceutical Sciences, University of Campinas, Campinas, São Paulo, Brazil
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Hren R, Sersa G, Simoncic U, Milanic M. Imaging microvascular changes in nonocular oncological clinical applications by optical coherence tomography angiography: a literature review. Radiol Oncol 2023; 57:411-418. [PMID: 38038417 PMCID: PMC10690745 DOI: 10.2478/raon-2023-0057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 10/03/2023] [Indexed: 12/02/2023] Open
Abstract
BACKGROUND Optical coherence tomography angiography (OCTA) is an emerging imaging modality that enables noninvasive visualization and analysis of tumor vasculature. OCTA has been particularly useful in clinical ocular oncology, while in this article, we evaluated OCTA in assessing microvascular changes in clinical nonocular oncology through a systematic review of the literature. METHOD The inclusion criterion for the literature search in PubMed, Web of Science and Scopus electronic databases was the use of OCTA in nonocular clinical oncology, meaning that all ocular clinical studies and all ocular and nonocular animal, phantom, ex vivo, experimental, research and development, and purely methodological studies were excluded. RESULTS Eleven articles met the inclusion criteria. The anatomic locations of the neoplasms in the selected articles were the gastrointestinal tract (2 articles), head and neck (1 article) and skin (8 articles). CONCLUSIONS While OCTA has shown great advancements in ophthalmology, its translation to the nonocular clinical oncology setting presents several limitations, with a lack of standardized protocols and interpretation guidelines posing the most significant challenge.
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Affiliation(s)
- Rok Hren
- Faculty of Mathematics and Physics, Ljubljana, Slovenia
- Institute of Mathematics, Physics, and Mechanics, Ljubljana, Slovenia
- Syreon Research Institute, Budapest, Hungary
| | - Gregor Sersa
- Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Urban Simoncic
- Faculty of Mathematics and Physics, Ljubljana, Slovenia
- Jozef Stefan Institute, Ljubljana, Slovenia
| | - Matija Milanic
- Faculty of Mathematics and Physics, Ljubljana, Slovenia
- Jozef Stefan Institute, Ljubljana, Slovenia
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6
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Schuh S, Sattler EC, Rubeck A, Schiele S, De Carvalho N, Themstrup L, Ulrich M, Jemec GBE, Holmes J, Pellacani G, Welzel J. Dynamic Optical Coherence Tomography of Blood Vessels in Cutaneous Melanoma-Correlation with Histology, Immunohistochemistry and Dermoscopy. Cancers (Basel) 2023; 15:4222. [PMID: 37686502 PMCID: PMC10487152 DOI: 10.3390/cancers15174222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 07/28/2023] [Accepted: 08/15/2023] [Indexed: 09/10/2023] Open
Abstract
Dermoscopy adds important information to the assessment of cutaneous melanoma, but the risk of progression is predicted by histologic parameters and therefore requires surgery and histopathologic preparation. Neo-vascularization is crucial for tumor progression and worsens prognosis. The aim of this study was the in vivo evaluation of blood vessel patterns in melanoma with dynamic optical coherence tomography (D-OCT) and the correlation with dermoscopic and histologic malignancy parameters for the risk assessment of melanoma. In D-OCT vessel patterns, shape, distribution and presence/type of branching of 49 melanomas were evaluated in vivo at three depths and correlated with the same patterns in dermoscopy and with histologic parameters after excision. In D-OCT, blood vessel density and atypical shapes (coils and serpiginous vessels) increased with higher tumor stage. The histologic parameters ulceration and Hmb45- and Ki67-positivity increased, whereas regression, inflammation and PD-L1-positivity decreased with risk. CD31, VEGF and Podoplanin correlated with D-OCT vasculature findings. B-RAF mutation status had no influence. Due to pigment overlay and the summation effect, the vessel evaluation in dermoscopy and D-OCT did not correlate well. In summary, atypical vessel patterns in melanoma correlate with histologic parameters for risk for metastases. Tumor vasculature can be noninvasively assessed using D-OCT before surgery.
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Affiliation(s)
- Sandra Schuh
- Department of Dermatology, University Hospital Augsburg, 86179 Augsburg, Germany;
| | - Elke Christina Sattler
- Department of Dermatology and Allergy, University Hospital, Ludwig Maximilian University of Munich, 80337 Munich, Germany;
| | - Anna Rubeck
- Institute of Mathematics, University of Augsburg, 86159 Augsburg, Germany; (A.R.); (S.S.)
| | - Stefan Schiele
- Institute of Mathematics, University of Augsburg, 86159 Augsburg, Germany; (A.R.); (S.S.)
| | - Nathalie De Carvalho
- Department of Dermatology, University of Modena and Reggio Emilia, 41124 Modena, Italy; (N.D.C.); (G.P.)
| | - Lotte Themstrup
- Department of Dermatology, Roskilde Hospital, Health Science Faculty, University of Copenhagen, 4000 Roskilde, Denmark; (L.T.); (G.B.E.J.)
| | | | - Gregor B. E. Jemec
- Department of Dermatology, Roskilde Hospital, Health Science Faculty, University of Copenhagen, 4000 Roskilde, Denmark; (L.T.); (G.B.E.J.)
| | - Jon Holmes
- Michelson Diagnostics, Maidstone ME14 5FY, UK;
| | - Giovanni Pellacani
- Department of Dermatology, University of Modena and Reggio Emilia, 41124 Modena, Italy; (N.D.C.); (G.P.)
| | - Julia Welzel
- Department of Dermatology, University Hospital Augsburg, 86179 Augsburg, Germany;
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Holm KBE, Nielsen LJ, Lock-Andersen J, Behrendt N, Svensson MS, Themstrup L, Jemec GBE. Optical coherence tomography for presurgical delineation of basal cell carcinomas on the face-A comparison with histopathology. J Cutan Pathol 2023; 50:441-449. [PMID: 36794511 DOI: 10.1111/cup.14412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 02/10/2023] [Accepted: 02/12/2023] [Indexed: 02/17/2023]
Abstract
BACKGROUND To minimize the risk of incomplete excision of basal cell carcinomas (BCC) the macroscopic tumor margins should be adequately defined. Optical coherence tomography (OCT) is a non-invasive imaging tool that can provide structural and vascular information about skin cancer lesions. The study objective was to compare the presurgical delineation of facial BCC by clinical examination, histopathology, and OCT imaging in tumors undergoing full excision. METHODS Ten patients with BCC lesions on the face were examined clinically, with OCT and histopathology at 3-mm intervals, from the clinical lesion border and beyond the resection line. The OCT scans were evaluated blinded and a delineation estimate of each BCC lesion was made. The results were compared to the clinical and histopathologic results. RESULTS OCT evaluations and histopathology were in agreement in 86.6% of the collected data points. In three cases the OCT scans estimated a reduction of the tumor size compared to the clinical tumor border set by the surgeon. CONCLUSION The results of this study support the notion that OCT can have a role in the clinical daily practice by aiding clinicians in delineating BCC lesions before surgery.
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Affiliation(s)
- K B E Holm
- Department of Dermatology, Zealand University Hospital, Roskilde, Denmark.,Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark
| | - L J Nielsen
- Department of Plastic and Breast Surgery, Zealand University Hospital, Roskilde, Denmark
| | - J Lock-Andersen
- Department of Plastic and Breast Surgery, Zealand University Hospital, Roskilde, Denmark
| | - N Behrendt
- Department of Pathology, Zealand University Hospital, Roskilde, Denmark
| | - M S Svensson
- Department of Pathology, Zealand University Hospital, Roskilde, Denmark
| | - L Themstrup
- Department of Dermatology, Zealand University Hospital, Roskilde, Denmark.,Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark
| | - G B E Jemec
- Department of Dermatology, Zealand University Hospital, Roskilde, Denmark.,Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark
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Fuchs CSK, Ortner VK, Mogensen M, Rossi AM, Pellacani G, Welzel J, Mosterd K, Guitera P, Nayahangan LJ, Johnsson VL, Haedersdal M, Tolsgaard MG. 2021 international consensus statement on optical coherence tomography for basal cell carcinoma: image characteristics, terminology and educational needs. J Eur Acad Dermatol Venereol 2022; 36:772-778. [PMID: 35141952 DOI: 10.1111/jdv.17969] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 12/02/2021] [Accepted: 01/07/2022] [Indexed: 01/14/2023]
Abstract
BACKGROUND Despite the widespread use of optical coherence tomography (OCT) for imaging of keratinocyte carcinoma, we lack an expert consensus on the characteristic OCT features of basal cell carcinoma (BCC), an internationally vetted set of OCT terms to describe various BCC subtypes, and an educational needs assessment. OBJECTIVES To identify relevant BCC features in OCT images, propose terminology based on inputs from an expert panel and identify content for a BCC-specific curriculum for OCT trainees. METHODS Over three rounds, we conducted a Delphi consensus study on BCC features and terminology between March and September 2020. In the first round, experts were asked to propose BCC subtypes discriminable by OCT, provide OCT image features for each proposed BCC subtypes and suggest content for a BCC-specific OCT training curriculum. If agreement on a BCC-OCT feature exceeded 67%, the feature was accepted and included in a final review. In the second round, experts had to re-evaluate features with less than 67% agreement and rank the ten most relevant BCC OCT image features for superficial BCC, nodular BCC and infiltrative and morpheaphorm BCC subtypes. In the final round, experts received the OCT-BCC consensus list for a final review, comments and confirmation. RESULTS The Delphi included six key opinion leaders and 22 experts. Consensus was found on terminology for three OCT BCC image features: (i) hyporeflective areas, (ii) hyperreflective areas and (iii) ovoid structures. Further, the participants ranked the ten most relevant image features for nodular, superficial, infiltrative and morpheaform BCC. The target group and the key components for a curriculum for OCT imaging of BCC have been defined. CONCLUSION We have established a set of OCT image features for BCC and preferred terminology. A comprehensive curriculum based on the expert suggestions will help implement OCT imaging of BCC in clinical and research settings.
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Affiliation(s)
- C S K Fuchs
- Department of Dermatology and Wound Healing Centre, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - V K Ortner
- Department of Dermatology and Wound Healing Centre, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - M Mogensen
- Department of Dermatology and Wound Healing Centre, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - A M Rossi
- Dermatology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - G Pellacani
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - J Welzel
- Department of Dermatology, General Hospital Augsburg, Augsburg, Germany
| | - K Mosterd
- Department of Dermatology, Maastricht University Medical Center, Maastricht, The Netherlands.,GROW Research Institute for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - P Guitera
- Melanoma Institute Australia, Sydney Melanoma Diagnostic Centre, Royal Prince Alfred Hospital, The University of Sydney, Sydney, New South Wales, Australia
| | - L J Nayahangan
- Copenhagen Academy for Medical Education and Simulation, Centre for Human Resources and Education, The Capital Region of Denmark, Copenhagen, Denmark
| | - V L Johnsson
- Copenhagen Academy for Medical Education and Simulation, Centre for Human Resources and Education, The Capital Region of Denmark, Copenhagen, Denmark
| | - M Haedersdal
- Department of Dermatology and Wound Healing Centre, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - M G Tolsgaard
- Copenhagen Academy for Medical Education and Simulation, Centre for Human Resources and Education, The Capital Region of Denmark, Copenhagen, Denmark
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Adan F, Mosterd K, Kelleners-Smeets NWJ, Nelemans PJ. Diagnostic Value of Optical Coherence Tomography Image Features for Diagnosis of Basal Cell Carcinoma. Acta Derm Venereol 2021; 101:adv00607. [PMID: 34724068 PMCID: PMC9455320 DOI: 10.2340/actadv.v101.421] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Optical coherence tomography (OCT) is a non-invasive diagnostic method. Numerous morphological OCT features have been described for diagnosis of basal cell carcinoma (BCC). The aim of this study is to evaluate the diagnostic value of established OCT features and to explore whether the use of a small set of OCT features enables accurate discrimination between BCC and non-BCC lesions and between BCC subtypes. For each lesion, the presence or absence of specific OCT features was recorded. Histopathology was used as a gold standard. Diagnostic parameters were calculated for each OCT feature, and multivariate logistic regression analyses were performed to evaluate the loss in discriminative ability when using a small subset of OCT features instead of all features that are characteristic for BCC according to the literature. The results show that the use of a limited number of OCT features allows for good discrimination of superficial BCC from nonsuperficial BCC and non-BCC lesions. The prevalence of BCC was 75.3% (225/299) and the proposed diagnostic algorithm enabled detection of 97.8% of BCC lesions (220/225). Subtyping without the need for biopsy was possible in 132 of 299 patients (44%), with a predictive value for presence of superficial BCC of 84.3% vs 98.8% for presence of non-superficial BCC.
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Affiliation(s)
- Fieke Adan
- Department of Dermatology, Maastricht University Medical Centre, P. Debyelaan 25, NL-6229 HX Maastricht, The Netherlands.
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10
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Von Knorring T, Israelsen NM, Ung V, Formann JL, Jensen M, Hædersdal M, Bang O, Fredman G, Mogensen M. Bedside Differentiation Between Benign and Malignant Pigmented Skin Tumours by Four Diagnostic Imaging Technologies - A Pilot Study. Acta Derm Venereol 2021; 102:adv00634. [PMID: 34806755 DOI: 10.2340/actadv.v101.571] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Fast diagnosis of suspicious pigmented skin lesions is imperative, but current bedside skin imaging technologies are either limited in penetration depth or resolution. Combining imaging methods is therefore highly relevant for skin cancer diagnostics. This pilot study evaluates the ability of optical coherence tomography, reflectance confocal microscopy, photoacoustic imaging and high-frequency ultrasound to differentiate malignant from benign pigmented skin lesions. A total of 41 pigmented skin tumours were scanned prior to excision. Morphologic features and blood vessel characteristics were analysed in reflectance confocal microscopy, optical coherence tomography, high-frequency ultrasound and photoacoustic imaging images and diagnostic accuracy assessed. Three novel photoacoustic imaging features, 7 reflectance confocal microscopy features and two optical coherence tomography features were detected with a high correlation to malignancy, diagnostic accuracy > 71%. No significant features were found in high-frequency ultrasound. Conclusively, optical coherence tomography, reflectance confocal microscopy and photoacoustic imaging in combination enables image-guided evaluation of suspicious pigmented skin tumours at the bedside. Combining these advanced techniques may help to diagnose skin cancer more efficiently.
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Affiliation(s)
- Terese Von Knorring
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Nielsine Nielsens Vej 17, DK-2400 Copenhagen, Denmark.
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11
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Møller Israelsen N, Mogensen M, Jensen M, Haedersdal M, Bang O. Delineating papillary dermis around basal cell carcinomas by high and ultrahigh resolution optical coherence tomography-A pilot study. JOURNAL OF BIOPHOTONICS 2021; 14:e202100083. [PMID: 34245133 DOI: 10.1002/jbio.202100083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 06/18/2021] [Accepted: 07/08/2021] [Indexed: 06/13/2023]
Abstract
Bedside diagnosis of skin cancer remains a challenging task. The real-time noninvasive technology of optical coherence tomography (OCT) masters a high diagnostic accuracy in basal cell carcinoma (BCC) but a lower specificity in recognizing imitators and other carcinomas. We investigate the delicate signal of papillary dermis using an in-house developed ultrahigh resolution OCT (UHR-OCT) system with shadow compensation and a commercial multi-focus high resolution OCT (HR-OCT) system for clinical BCC imaging. We find that the HR-OCT system struggled to resolve the dark band signal of papillary dermis where the UHR-OCT located this in all cases and detected changes in signal width. UHR-OCT is able to monitor extension and position of papillary dermis suggesting a novel feature for delineating superficial BCCs in pursuit of a fast accurate diagnosis. Comprehensive studies involving more patients are imperative in order to corroborate results.
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Affiliation(s)
- Niels Møller Israelsen
- DTU Fotonik, Department of Photonics Engineering, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Mette Mogensen
- Department of Dermatology, Bisbebjerg Hospital, University Hospitals of Copenhagen, Copenhagen, NV, Denmark
| | - Mikkel Jensen
- DTU Fotonik, Department of Photonics Engineering, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Merete Haedersdal
- Department of Dermatology, Bisbebjerg Hospital, University Hospitals of Copenhagen, Copenhagen, NV, Denmark
| | - Ole Bang
- DTU Fotonik, Department of Photonics Engineering, Technical University of Denmark, Kongens Lyngby, Denmark
- NKT Photonics A/S, Birkerød, Denmark
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12
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Li Y, Murthy RS, Zhu Y, Zhang F, Tang J, Mehrabi JN, Kelly KM, Chen Z. 1.7-Micron Optical Coherence Tomography Angiography for Characterization of Skin Lesions-A Feasibility Study. IEEE TRANSACTIONS ON MEDICAL IMAGING 2021; 40:2507-2512. [PMID: 33999817 PMCID: PMC8834583 DOI: 10.1109/tmi.2021.3081066] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Optical coherence tomography (OCT) is a non-invasive diagnostic method that offers real-time visualization of the layered architecture of the skin in vivo. The 1.7-micron OCT system has been applied in cardiology, gynecology and dermatology, demonstrating an improved penetration depth in contrast to conventional 1.3-micron OCT. To further extend the capability, we developed a 1.7-micron OCT/OCT angiography (OCTA) system that allows for visualization of both morphology and microvasculature in the deeper layers of the skin. Using this imaging system, we imaged human skin with different benign lesions and described the corresponding features of both structure and vasculature. The significantly improved imaging depth and additional functional information suggest that the 1.7-micron OCTA system has great potential to advance both dermatological clinical and research settings for characterization of benign and cancerous skin lesions.
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13
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Mogensen M, Hendel K, Ung V, Wenande E, Togsverd-Bo K, Forman JL, Haedersdal M. Assessing Light and Energy-Based Therapy by Optical Coherence Tomography and Reflectance Confocal Microscopy: A Randomized Trial of Photoaged Skin. Dermatology 2021; 238:422-429. [PMID: 34515098 DOI: 10.1159/000517960] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Accepted: 06/21/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Image-guided quantitative and semi-quantitative assessment of skin can potentially evaluate treatment efficacy. Optical coherence tomography (OCT) and reflectance confocal microscopy (RCM) are ideal for this purpose. This study assessed clinically relevant statistical changes in RCM and OCT features in photoaged skin after light and energy-based therapy. METHODS Novel statistical analyses were performed using OCT and RCM data collected during a previously published trial: a 12-week study of female décolleté skin randomized to four areas treated with thulium laser (L), photodynamic therapy (PDT), combined L-PDT, and control. Eight semi-quantitative RCM scores of photodamage and OCT measurements of skin roughness, blood flow, and epidermal thickness (ET) were evaluated and compared to dermoscopy and clinical skin scores. In statistical analysis, estimated treatment difference (ETD) was calculated. RESULTS Twelve women with moderate to severe photodamage were included. RCM and OCT data demonstrated a trend towards rejuvenation of epidermis with increased ET, changes in skin surface, and improved honeycomb pattern in RCM. In angiographic OCT, non-significant changes towards more regular capillary meshes were shown, which matched a decline in appearance of gross telangiectasias in dermoscopy. Improved skin tone after laser and L-PDT was identified in RCM, showing less edged papillae in 36% and 45%, and lentigo number declined in 55% of patients after treatments in dermoscopy. Based on clinical scores, L-PDT provided the greatest clinical improvement, which corresponded to superior ETD outcomes in ET and edged papillae shown in OCT and RCM, respectively. CONCLUSION Objective OCT and RCM assessment of skin rejuvenation was demonstrated in this study. Importantly, image-based improvements corresponded to favorable clinical skin scores and fewer photoaging characteristics in dermoscopy. Importantly, most changes did not reach statistical significance, prompting further studies and emphasizing the modest value of non-randomized, non-blinded anti-aging trials.
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Affiliation(s)
- Mette Mogensen
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Kristoffer Hendel
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Vilde Ung
- Department of Biostatistics, University of Copenhagen, Copenhagen, Denmark
| | - Emily Wenande
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Katrine Togsverd-Bo
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Julie L Forman
- Department of Biostatistics, University of Copenhagen, Copenhagen, Denmark
| | - Merete Haedersdal
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
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14
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Ruini C, Schuh S, Gust C, Kendziora B, Frommherz L, French LE, Hartmann D, Welzel J, Sattler E. Line-field optical coherence tomography: In vivo diagnosis of basal cell carcinoma subtypes compared to histopathology. Clin Exp Dermatol 2021; 46:1471-1481. [PMID: 34047380 DOI: 10.1111/ced.14762] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/25/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND Basal cell carcinoma (BCC) is the most common skin cancer in the general population. Treatments vary from Mohs surgery to topical therapy, depending on the subtype. Dermoscopy, reflectance confocal microscopy (RCM) and optical coherence tomography (OCT) have gained a foothold in daily clinical practice to optimize diagnosis and subtype-oriented treatment. The new device Line-field confocal OCT (LC-OCT) allows imaging at high resolution and depth but its use is not yet been investigated in larger studies. OBJECTIVES To evaluate the main LC-OCT criteria for the diagnosis and subtyping of BCC in comparison to histopathology, OCT and RCM. METHODS Fifty-two histopathologically confirmed BCCs were evaluated for imaging criteria. Their frequency, predictive values and ROC curves were calculated. A multinominal regression with stepwise variables selection to distinguish BCC subtypes was performed. RESULTS Nodular BCCs were mainly characterized by atypical keratinocytes, altered DEJ, tumour nests in the dermis, dark clefting, prominent vascularisation and white hyperreflective stroma. Superficial BCCs showed a thickening of the epidermis due to a series of tumour lobules with clear connection to the DEJ (string of pearls pattern). Infiltrative BCCs were characterized by elongated hyporeflective tumour strands, surrounded by bright collagen (shoal of fish). The overall BCC subtype agreement between LC-OCT and conventional histology was 90.4 % (95% CI: 79.0, 96.8). CONCLUSION LC-OCT allows the non-invasive, real time identification of BCCs and their subtypes in vertical, horizontal and 3D mode compared to histology, RCM and OCT. Further larger studies are needed to better explore the clinical applications of this promising device.
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Affiliation(s)
- C Ruini
- Department of Dermatology and Allergy, University Hospital, LMU Munich, Germany
| | - S Schuh
- Department of Dermatology and Allergy, University Hospital, Augsburg, Germany
| | - C Gust
- Department of Dermatology and Allergy, University Hospital, LMU Munich, Germany
| | - B Kendziora
- Department of Dermatology and Allergy, University Hospital, LMU Munich, Germany
| | - L Frommherz
- Department of Dermatology and Allergy, University Hospital, LMU Munich, Germany
| | - L E French
- Department of Dermatology and Allergy, University Hospital, LMU Munich, Germany.,Dr. Phillip Frost Department of Dermatology & Cutaneous Surgery, University of Miami, Miller School of Medicine
| | - D Hartmann
- Department of Dermatology and Allergy, University Hospital, LMU Munich, Germany
| | - J Welzel
- Department of Dermatology and Allergy, University Hospital, Augsburg, Germany
| | - E Sattler
- Department of Dermatology and Allergy, University Hospital, LMU Munich, Germany
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15
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Ciardo S, Pezzini C, Guida S, Del Duca E, Ungar J, Guttman-Yassky E, Manfredini M, Farnetani F, Longo C, Pellacani G. A plea for standardization of confocal microscopy and optical coherence tomography parameters to evaluate physiological and para-physiological skin conditions in cosmetic science. Exp Dermatol 2021; 30:911-922. [PMID: 33884663 DOI: 10.1111/exd.14359] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Revised: 03/17/2021] [Accepted: 04/07/2021] [Indexed: 12/11/2022]
Abstract
Non-invasive reflectance confocal microscopy (RCM) and optical coherence tomography (OCT) have been extended to the dermo-cosmetic field, for skin pathophysiology understanding and therapeutics monitoring. However, standardized methodology and parameters to interpret structures and changes in these settings are still lacking. Present study aimed to propose a validated standard methodology and a list of defined parameters for objective non-pathological skin assessments in the cosmetically sensitive cheekbone area of the face. OCT and RCM quantitative, semi-quantitative and qualitative features were considered for assessments. Validation process included 50 sets of images divided into two age groups. Inter-rater reliability was explored to assess the influence of the proposed methodology. Quantitative OCT parameters of "epidermal thickness," "density and attenuation coefficients" and "vascular density" were considered and calculated. Severity scales were developed for semi-quantitative OCT features of "disruption of collagen" and "vascular asset," while extent scales were produced for semi-quantitative RCM "irregular honeycomb," "mottled pigmentation" and "polycyclic papillary contours." Qualitative assessment was obtained for RCM type of collagen, and comparison between age groups was performed for all features considered. Severity visual scales assistance proved excellent inter-rater agreement across all semi-quantitative and qualitative domains. The assistance of shareable software systems allows for objective OCT quantitative parameters measurement. The use of standard reference scales, within a defined assessment methodology, offers high inter-rater reliability and thus reproducibility for semi-quantitative and qualitative OCT and RCM parameters. Taken together, our results may represent a starting point for a standardized application of RCM and OCT in dermo-cosmetic research and practice.
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Affiliation(s)
- Silvana Ciardo
- Dermatology Unit, University of Modena and Reggio Emilia, Modena, Italy
| | - Claudia Pezzini
- Dermatology Unit, University of Modena and Reggio Emilia, Modena, Italy
| | - Stefania Guida
- Dermatology Unit, University of Modena and Reggio Emilia, Modena, Italy
| | - Ester Del Duca
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Dermatology, University Magna Graecia, Catanzaro, Italy
| | - Jonathan Ungar
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Emma Guttman-Yassky
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Marco Manfredini
- Dermatology Unit, University of Modena and Reggio Emilia, Modena, Italy
| | | | - Caterina Longo
- Dermatology Unit, University of Modena and Reggio Emilia, Modena, Italy.,Centro Oncologico ad Alta Tecnologia Diagnostica, Azienda Unità Sanitaria Locale - IRCCS, Reggio Emilia, Italy
| | - Giovanni Pellacani
- Dermatology Unit, University of Modena and Reggio Emilia, Modena, Italy.,Dermatology Clinic, Department of Clinical Internal, Anesthesiological and Cardiovascular Sciences, Sapienza University of Rome, Rome, Italy
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16
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Optical Coherence Tomography Angiography Monitors Cutaneous Wound Healing under Angiogenesis-Promoting Treatment in Diabetic and Non-Diabetic Mice. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11052447] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
During wound healing, the rapid re-establishment of a functional microcirculation in the wounded tissue is of utmost importance. We applied optical coherence tomography (OCT) angiography to evaluate vascular remodeling in an excisional wound model in the pinnae of C57BL/6 and db/db mice receiving different proangiogenic topical treatments. Analysis of the high-resolution OCT angiograms, including the four quantitative parameters vessel density, vessel length, number of bifurcations, and vessel tortuosity, revealed changes of the microvasculature and allowed identification of the overlapping wound healing phases hemostasis, inflammation, proliferation, and remodeling. Angiograms acquired in the inflammatory phase in the first days showed a dilation of vessels and recruitment of pre-existing capillaries. In the proliferative phase, angiogenesis with the sprouting of new capillaries into the wound tissue led to an increase of the OCT angiography parameters vessel density, normalized vessel length, number of bifurcations, and vessel tortuosity by 28–47%, 39–52%, 33–48%, and 3–8% versus baseline, respectively. After the peak observed on study days four to seven, the parameters slowly decreased but remained still elevated 18 days after wounding, indicating a continuing remodeling phase. Our study suggests that OCT angiography has the potential to serve as a valuable preclinical research tool in studies investigating impaired vascular remodeling during wound healing and potential new treatment strategies.
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17
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Welzel J, Schuh S, De Carvalho N, Themstrup L, Ulrich M, Jemec GBE, Holmes J, Pellacani G. Dynamic optical coherence tomography shows characteristic alterations of blood vessels in malignant melanoma. J Eur Acad Dermatol Venereol 2021; 35:1087-1093. [PMID: 33300200 DOI: 10.1111/jdv.17080] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Revised: 10/13/2020] [Accepted: 10/21/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND Dynamic optical coherence tomography (D-OCT) allows in vivo visualization of blood vessels in the skin and in malignant tumours. Vessel patterns in malignant melanoma may be associated with tumour stage. OBJECTIVE The aim of this study was to describe blood vessel patterns in melanomas and to correlate them with stage. METHODS One hundred fifty-nine malignant melanomas were assessed in a multicentre study. Every tumour was imaged using D-OCT prior to surgery and histologic evaluation. The tumour data such as thickness and ulceration as well as the staging at primary diagnosis and a follow-up of at least 40 months resulted in a stage classification. The vessel patterns were assessed according to predefined categories, compared with healthy adjacent skin, and correlated to stage. RESULTS Melanomas contained more blood vessels in different patterns compared with healthy adjacent skin. In particular, irregular vascular shapes such as blobs, coils, curves and serpiginous vessels were more common in melanomas. In addition, these patterns were significantly more often found in high-risk and metastatic melanomas than in low-risk lesions. CONCLUSION In melanomas, the density of the blood vessels is increased, and irregular vascular patterns are more frequent. At higher stages, especially in metastatic melanomas, these atypical vessels are significantly more common.
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Affiliation(s)
- J Welzel
- Department of Dermatology, University Hospital Augsburg, Augsburg, Germany
| | - S Schuh
- Department of Dermatology, University Hospital Augsburg, Augsburg, Germany
| | - N De Carvalho
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - L Themstrup
- Department of Dermatology, Zealand University Hospital, Roskilde, Denmark.,Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark
| | - M Ulrich
- CMB Collegium Medicum Berlin, Berlin, Germany
| | - G B E Jemec
- Department of Dermatology, Zealand University Hospital, Roskilde, Denmark.,Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark
| | - J Holmes
- Michelson Diagnostics, Maidstone, UK
| | - G Pellacani
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
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18
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Imaging Motion: A Comprehensive Review of Optical Coherence Tomography Angiography. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1310:343-365. [PMID: 33834441 DOI: 10.1007/978-981-33-6064-8_12] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Optical coherence tomography (OCT) is a three-dimensional (3-D) optical imaging technology that provides noninvasive, micrometer resolution images of structural interiors within biological samples with an approximately 1 ~ 2 mm penetration depth. Over the last decades, advances in OCT have revolutionized biomedical imaging by demonstrating a potential of optical biopsy in preclinical and clinical settings. Recently, functional OCT imaging has shown a promise as angiography to visualize cell-perfused vasculatures in the tissue bed in vivo without requiring any exogenous contrast agents. This new technology termed OCT angiography (OCTA) possesses a unique imaging capability of delineating tissue morphology and blood or lymphatic vessels down to capillaries at real-time acquisition rates. For the past 10 years since 2007, OCTA has been proven to be a useful tool to identify disorder or dysfunction in tissue microcirculation from both experimental animal studies and clinical studies in ophthalmology and dermatology. In this section, we overview about OCTA including a basic principle of OCTA explained with simple optical physics, and its scan protocols and post-processing algorithms for acquisition of angiography. Then, potential and challenge of OCTA for clinical settings are shown with outcomes of human studies.
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19
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Gill M, Sahu A, Alessi-Fox C, Cordova M, Gonzalez S, Iftimia N, Aleissa S, Navarrete-Dechent C, Dusza S, Rossi A, Marghoob AA, Rajadhyaksha M, Chen CSJ. Angulated small nests and cords: Key diagnostic histopathologic features of infiltrative basal cell carcinoma can be identified using integrated reflectance confocal microscopy-optical coherence tomography. J Cutan Pathol 2021; 48:53-65. [PMID: 32989842 PMCID: PMC7755835 DOI: 10.1111/cup.13871] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 07/27/2020] [Accepted: 08/23/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Accurate basal cell carcinoma (BCC) subtyping is requisite for appropriate management, but non-representative sampling occurs in 18% to 25% of biopsies. By enabling non-invasive diagnosis and more comprehensive sampling, integrated reflectance confocal microscopy-optical coherence tomography (RCM-OCT) may improve the accuracy of BCC subtyping and subsequent management. We evaluated RCM-OCT images and histopathology slides for the presence of two key features, angulation and small nests and cords, and calculated (a) sensitivity and specificity of these features, combined and individually, for identifying an infiltrative BCC subtype and (b) agreement across modalities. METHODS Thirty-three RCM-OCT-imaged, histopathologically-proven BCCs (17 superficial and/or nodular; 16 containing an infiltrative component) were evaluated. RESULTS The presence of angulation or small nests and cords was sufficient to identify infiltrative BCC on RCM-OCT with 100% sensitivity and 82% specificity, similar to histopathology (100% sensitivity, 88% specificity, kappa = 0.82). When both features were present, the sensitivity for identifying infiltrative BCC was 100% using either modality and specificity was 88% on RCM-OCT vs 94% on histopathology, indicating near-perfect agreement between non-invasive and invasive diagnostic modalities (kappa = 0.94). CONCLUSIONS RCM-OCT can non-invasively identify key histopathologic features of infiltrative BCC offering a possible alternative to traditional invasive biopsy.
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Affiliation(s)
- Melissa Gill
- Department of Pathology, SUNY Downstate Medical Center, Brooklyn, NY, USA
- SkinMedical Research and Diagnostics, P.L.L.C., Dobbs Ferry, NY, USA
- Faculty of Medicine and Health Sciences, University of Alcala de Henares, Madrid, Spain
| | - Aditi Sahu
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY; USA
| | - Christi Alessi-Fox
- Caliber Imaging and Diagnostics Inc., 50 Methodist Hill Drive Suite 1000, Rochester, NY
| | - Miguel Cordova
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY; USA
| | - Salvador Gonzalez
- Faculty of Medicine and Health Sciences, University of Alcala de Henares, Madrid, Spain
| | - Nicusor Iftimia
- Physical Sciences, Inc., 20 New England Business Ctr. Drive, Andover, MA
| | - Saud Aleissa
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY; USA
| | | | - Stephen Dusza
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY; USA
| | - Anthony Rossi
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY; USA
| | - Ashfaq A. Marghoob
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY; USA
| | - Milind Rajadhyaksha
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY; USA
| | - Chih-Shan J. Chen
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY; USA
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20
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Mazzilli S, Pensa C, Bianchi L. Spotlight HD-OCT accuracy in early detection of basal cell carcinoma. Skin Res Technol 2020; 27:118-120. [PMID: 32746502 DOI: 10.1111/srt.12929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 05/28/2020] [Accepted: 06/20/2020] [Indexed: 11/26/2022]
Affiliation(s)
- Sara Mazzilli
- Dermatologic Unit, University of Rome Tor Vergata, Rome, Italy
| | - Chiara Pensa
- Dermatologic Unit, University of Rome Tor Vergata, Rome, Italy
| | - Luca Bianchi
- Dermatologic Unit, University of Rome Tor Vergata, Rome, Italy
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21
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Banzhaf C, Phothong W, Suku M, Ulrich M, Philipsen P, Mogensen M, Haedersdal M. Basal cell carcinoma treated with combined ablative fractional laser and ingenol mebutate – an exploratory study monitored by optical coherence tomography and reflectance confocal microscopy. J Eur Acad Dermatol Venereol 2019; 34:502-509. [DOI: 10.1111/jdv.15907] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Accepted: 07/25/2019] [Indexed: 02/06/2023]
Affiliation(s)
- C.A. Banzhaf
- Department of Dermatology University of Copenhagen Bispebjerg Hospital Copenhagen Denmark
| | - W. Phothong
- Department of Dermatology University of Copenhagen Bispebjerg Hospital Copenhagen Denmark
| | - M.‐L.H. Suku
- Department of Pathology University of Copenhagen Rigshospitalet Copenhagen Denmark
| | - M. Ulrich
- CMB Collegium Medicum Berlin GmbH Berlin Germany
| | - P.A. Philipsen
- Department of Dermatology University of Copenhagen Bispebjerg Hospital Copenhagen Denmark
| | - M. Mogensen
- Department of Dermatology University of Copenhagen Bispebjerg Hospital Copenhagen Denmark
| | - M. Haedersdal
- Department of Dermatology University of Copenhagen Bispebjerg Hospital Copenhagen Denmark
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22
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Garbarino F, Migliorati S, Farnetani F, De Pace B, Ciardo S, Manfredini M, Reggiani Bonetti L, Kaleci S, Chester J, Pellacani G. Nodular skin lesions: correlation of reflectance confocal microscopy and optical coherence tomography features. J Eur Acad Dermatol Venereol 2019; 34:101-111. [DOI: 10.1111/jdv.15953] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 08/13/2019] [Indexed: 12/24/2022]
Affiliation(s)
| | | | - F. Farnetani
- Dermatology Unit University of Modena and Reggio Emilia Modena Italy
| | - B. De Pace
- Dermatology Unit University of Modena and Reggio Emilia Modena Italy
| | - S. Ciardo
- Dermatology Unit University of Modena and Reggio Emilia Modena Italy
| | - M. Manfredini
- Dermatology Unit University of Modena and Reggio Emilia Modena Italy
| | | | - S. Kaleci
- Dermatology Unit University of Modena and Reggio Emilia Modena Italy
| | - J. Chester
- Dermatology Unit University of Modena and Reggio Emilia Modena Italy
| | - G. Pellacani
- Dermatology Unit University of Modena and Reggio Emilia Modena Italy
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23
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Meiburger KM, Chen Z, Sinz C, Hoover E, Minneman M, Ensher J, Kittler H, Leitgeb RA, Drexler W, Liu M. Automatic skin lesion area determination of basal cell carcinoma using optical coherence tomography angiography and a skeletonization approach: Preliminary results. JOURNAL OF BIOPHOTONICS 2019; 12:e201900131. [PMID: 31100191 PMCID: PMC7065618 DOI: 10.1002/jbio.201900131] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 05/15/2019] [Accepted: 05/16/2019] [Indexed: 05/05/2023]
Abstract
Cutaneous blood flow plays a key role in numerous physiological and pathological processes and has significant potential to be used as a biomarker to diagnose skin diseases such as basal cell carcinoma (BCC). The determination of the lesion area and vascular parameters within it, such as vessel density, is essential for diagnosis, surgical treatment and follow-up procedures. Here, an automatic skin lesion area determination algorithm based on optical coherence tomography angiography (OCTA) images is presented for the first time. The blood vessels are segmented within the OCTA images and then skeletonized. Subsequently, the skeleton is searched over the volume and numerous quantitative vascular parameters are calculated. The vascular density is then used to segment the lesion area. The algorithm is tested on both nodular and superficial BCC, and comparing with dermatological and histological results, the proposed method provides an accurate, non-invasive, quantitative and automatic tool for BCC lesion area determination.
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Affiliation(s)
- Kristen M. Meiburger
- Biolab, Department of Electronics and TelecommunicationsPolitecnico di TorinoTorinoItaly
| | - Zhe Chen
- Center for Medical Physics and Biomedical EngineeringMedical University of ViennaViennaAustria
| | - Christoph Sinz
- Department of DermatologyMedical University of ViennaViennaAustria
| | | | | | | | - Harald Kittler
- Department of DermatologyMedical University of ViennaViennaAustria
| | - Rainer A. Leitgeb
- Center for Medical Physics and Biomedical EngineeringMedical University of ViennaViennaAustria
| | - Wolfgang Drexler
- Center for Medical Physics and Biomedical EngineeringMedical University of ViennaViennaAustria
| | - Mengyang Liu
- Center for Medical Physics and Biomedical EngineeringMedical University of ViennaViennaAustria
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24
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25
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Liu M, Drexler W. Optical coherence tomography angiography and photoacoustic imaging in dermatology. Photochem Photobiol Sci 2019; 18:945-962. [PMID: 30735220 DOI: 10.1039/c8pp00471d] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Optical coherence tomography angiography (OCTA) is a relatively novel functional extension of the widely accepted ophthalmic imaging tool named optical coherence tomography (OCT). Since OCTA's debut in ophthalmology, researchers have also been trying to expand its translational application in dermatology. The ability of OCTA to resolve microvasculature has shown promising results in imaging skin diseases. Meanwhile, photoacoustic imaging (PAI), which uses laser pulse induced ultrasound waves as the signal, has been studied to differentiate human skin layers and to help in skin disease diagnosis. This perspective article gives a short review of OCTA and PAI in the field of photodermatology. After an introduction to the principles of OCTA and PAI, we describe the most updated results of skin disease imaging using these two optical imaging modalities. We also place emphasis on dual modality imaging combining OCTA and photoacoustic tomography (PAT) for dermatological applications. In the end, the challenges and prospects of these two imaging modalities in dermatology are discussed.
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Affiliation(s)
- Mengyang Liu
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, 1090 Vienna, Austria.
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26
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Hindelang B, Aguirre J, Schwarz M, Berezhnoi A, Eyerich K, Ntziachristos V, Biedermann T, Darsow U. Non-invasive imaging in dermatology and the unique potential of raster-scan optoacoustic mesoscopy. J Eur Acad Dermatol Venereol 2019; 33:1051-1061. [PMID: 30422337 PMCID: PMC6563473 DOI: 10.1111/jdv.15342] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Accepted: 10/18/2018] [Indexed: 12/25/2022]
Abstract
In recent years, several non‐invasive imaging methods have been introduced to facilitate diagnostics and therapy monitoring in dermatology. The microscopic imaging methods are restricted in their penetration depth, while the mesoscopic methods probe deeper but provide only morphological, not functional, information. ‘Raster‐scan optoacoustic mesoscopy’ (RSOM), an emerging new imaging technique, combines deep penetration with contrast based on light absorption, which provides morphological, molecular and functional information. Here, we compare the capabilities and limitations of currently available dermatological imaging methods and highlight the principles and unique abilities of RSOM. We illustrate the clinical potential of RSOM, in particular for non‐invasive diagnosis and monitoring of inflammatory and oncological skin diseases.
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Affiliation(s)
- B Hindelang
- Department of Dermatology and Allergy, Technische Universität München, Munich, Germany.,Chair of Biological Imaging, Technische Universität München, Munich, Germany.,Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany
| | - J Aguirre
- Chair of Biological Imaging, Technische Universität München, Munich, Germany.,Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany
| | - M Schwarz
- Chair of Biological Imaging, Technische Universität München, Munich, Germany.,Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany.,iThera Medical GmbH, Munich, Germany
| | - A Berezhnoi
- Chair of Biological Imaging, Technische Universität München, Munich, Germany.,Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany
| | - K Eyerich
- Department of Dermatology and Allergy, Technische Universität München, Munich, Germany
| | - V Ntziachristos
- Chair of Biological Imaging, Technische Universität München, Munich, Germany.,Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany
| | - T Biedermann
- Department of Dermatology and Allergy, Technische Universität München, Munich, Germany
| | - U Darsow
- Department of Dermatology and Allergy, Technische Universität München, Munich, Germany
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27
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Abstract
Despite our understanding that the microvasculature plays a multifaceted role in the development and progression of various conditions, we know little about the extent of this involvement. A need exists for non-invasive, clinically meaningful imaging modalities capable of elucidating microvascular information to aid in our understanding of disease, and to aid in the diagnosis/monitoring of disease for more patient-specific care. In this review article, a number of imaging techniques are summarized that have been utilized to investigate the microvasculature of skin, along with their advantages, disadvantages and future perspectives in preclinical and clinical settings. These techniques include dermoscopy, capillaroscopy, Doppler sonography, laser Doppler flowmetry (LDF) and perfusion imaging, laser speckle contrast imaging (LSCI), optical coherence tomography (OCT), including its Doppler and dynamic variant and the more recently developed OCT angiography (OCTA), photoacoustic imaging, and spatial frequency domain imaging (SFDI). Attention is largely, but not exclusively, placed on optical imaging modalities that use intrinsic optical signals to contrast the microvasculature. We conclude that whilst each imaging modality has been successful in filling a particular niche, there is no one, all-encompassing modality without inherent flaws. Therefore, the future of cutaneous microvascular imaging may lie in utilizing a multi-modal approach that will counter the disadvantages of individual systems to synergistically augment our imaging capabilities.
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Affiliation(s)
- Anthony J Deegan
- Department of Bioengineering, University of Washington, 3720 15th Ave. NE., Seattle, WA 98195, United States of America
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28
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Peccerillo F, Mandel V, Di Tullio F, Ciardo S, Chester J, Kaleci S, de Carvalho N, Del Duca E, Giannetti L, Mazzoni L, Nisticò S, Stanganelli I, Pellacani G, Farnetani F. Lesions Mimicking Melanoma at Dermoscopy Confirmed Basal Cell Carcinoma: Evaluation with Reflectance Confocal Microscopy. Dermatology 2018; 235:35-44. [DOI: 10.1159/000493727] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Accepted: 09/10/2018] [Indexed: 11/19/2022] Open
Abstract
Background: Atypical basal cell carcinoma (BCC), characterized by equivocal dermoscopic features typical of malignant melanoma (MM), can be difficult to diagnose. Reflectance confocal microscopy (RCM) enables in vivo imaging at nearly histological resolution. Objectives: To evaluate with RCM atypical melanocytic lesions identified in dermoscopy, according to common RCM criteria for the differential diagnosis of BCC, and to identify representative RCM parameters for superficial (sBCCs) and nonsuperficial (nsBCCs) basal cell carcinomas (BCCs). Methods: A retrospective analysis of consecutive patients evaluated with RCM, selecting excised lesions classified at dermoscopy with ≥1 score from the re visited 7-point checklist, mimicking melanoma, registered between 2010 and 2016. Cluster analysis identified BCC subclassifications. Results: Of 178 atypical lesions, 34 lesions were diagnosed as BCCs with RCM. Lesions were confirmed BCCs with histopathology. Dermoscopic features included atypical network (55.9%) and regression structures (35.5%) associated with sBCCs, and an atypical vascular pattern (58.8%) and irregular blotches (58.8%) with nsBCCs. Hierarchical cluster analysis identified 2 clusters: cluster 1 (100% sBCCs) was characterized by the presence of cords connected to the epidermis (90%, p < 0.001), tumor islands located in the epidermis (100%, p < 0.001), smaller vascular diameter (100%, p < 0.001) and solar elastosis (90%, p = 0.017), and cluster 2 (nsBCCs 85%) was defined by the dermic location of tumor islands (87.5%, p < 0.001) with branch-like structures (70.8%, p = 0.007) and surrounding collagen (83.3%, p = 0.012), peripheral palisading (83.3%, p = 0.012) and coiled vascular morphology (79.2%, p < 0.001) with a larger vascular diameter (50%, p < 0.001). Conclusions: RCM is able to diagnose BCCs mimicking melanoma at dermoscopy and seems able to identify sBCCs and nsBCCs.
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29
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Classification of burn injury using Raman spectroscopy and optical coherence tomography: An ex-vivo study on porcine skin. Burns 2018; 45:659-670. [PMID: 30385061 DOI: 10.1016/j.burns.2018.10.007] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 08/16/2018] [Accepted: 10/04/2018] [Indexed: 11/20/2022]
Abstract
Accurate depth assessment of burn wounds is a critical task to provide the right treatment and care. Currently, laser Doppler imaging is able to provide better accuracy compared to the standard clinical evaluation. However, its clinical applicability is limited by factors like scanning distance, time, and cost. Precise diagnosis of burns requires adequate structural and functional details. In this work, we evaluated the combined potential of two non-invasive optical modalities, optical coherence tomography (OCT) and Raman spectroscopy (RS), to identify degrees of burn wounds (superficial partial-thickness (SPT), deep partial-thickness (DPT), and full-thickness (FT)). OCT provides morphological information, whereas, RS provides biochemical aspects. OCT images and Raman spectra were obtained from burns created on ex-vivo porcine skin. Algorithms were developed to segment skin region and extract textural features from OCT images, and derive spectral wave features from RS. These computed features were fed into machine learning classifiers for categorization of burns. Histological results obtained from trichrome staining were used as ground-truth. The combined performance of RS-OCT reported an overall average accuracy of 85% and ROC-AUC=0.94, in distinguishing the burn wounds. The significant performance on ex vivo skin motivates to assess the feasibility of combined RS-OCT in in vivo models.
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30
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De Carvalho N, Welzel J, Schuh S, Themstrup L, Ulrich M, Jemec GBE, Holmes J, Kaleci S, Chester J, Bigi L, Ciardo S, Pellacani G. The vascular morphology of melanoma is related to Breslow index: An in vivo study with dynamic optical coherence tomography. Exp Dermatol 2018; 27:1280-1286. [DOI: 10.1111/exd.13783] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Revised: 09/04/2018] [Accepted: 09/10/2018] [Indexed: 01/04/2023]
Affiliation(s)
| | - Julia Welzel
- Department of Dermatology; General Hospital Augsburg; Augsburg Germany
| | - Sandra Schuh
- Department of Dermatology; General Hospital Augsburg; Augsburg Germany
| | - Lotte Themstrup
- Department of Dermatology; Zealand University Hospital; Roskilde Denmark
- Health Sciences Faculty; University of Copenhagen; Copenhagen Denmark
| | | | - Gregor B. E. Jemec
- Department of Dermatology; Zealand University Hospital; Roskilde Denmark
- Health Sciences Faculty; University of Copenhagen; Copenhagen Denmark
| | | | - Shaniko Kaleci
- Department of Dermatology; University of Modena and Reggio Emilia; Modena Italy
| | - Johanna Chester
- Department of Dermatology; University of Modena and Reggio Emilia; Modena Italy
| | - Laura Bigi
- Department of Dermatology; University of Modena and Reggio Emilia; Modena Italy
| | - Silvana Ciardo
- Department of Dermatology; University of Modena and Reggio Emilia; Modena Italy
| | - Giovanni Pellacani
- Department of Dermatology; University of Modena and Reggio Emilia; Modena Italy
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31
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Lindsø Andersen P, Olsen J, Friis KBE, Themstrup L, Grandahl K, Mortensen OS, Jemec GBE. Vascular morphology in normal skin studied with dynamic optical coherence tomography. Exp Dermatol 2018; 27:966-972. [PMID: 29733465 DOI: 10.1111/exd.13680] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/23/2018] [Indexed: 01/08/2023]
Abstract
Dynamic optical coherence tomography (D-OCT) is a non-invasive imaging technique, suitable for the study of structural and dynamic features of cutaneous microvasculature. Studies with D-OCT have primarily focused on non-melanoma skin cancer (NMSC), and a reference description of healthy skin is lacking. The aim of the study was to describe the prevalence of standard microvascular features in normal skin. A total of 280 participants without skin disease were D-OCT-scanned on four body locations: three sun-exposed areas and one unexposed: forehead, back of the neck, back of the hand and medial side of the upper arm. Frequencies of standard vascular features were reported, and relations to anatomical location and demographic data were investigated. "Dots," "lines" and "curves" were the most frequent shapes at 150 μm, 300 μm and 500 μm. "Mottle" was the predominant pattern at 150 μm and 300 μm. "Mesh" was found from 300 μm and primarily found at 500 μm. Regional differences in vascular characteristics were primarily found comparing the medial side of the arm with the other body locations. In normal skin, the most frequent shapes were "dots," "lines" and "curves," and "mottle" was present more superficially than "mesh." In conclusion, regional anatomical differences should be taken into account when evaluating D-OCT images.
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Affiliation(s)
- Pernille Lindsø Andersen
- Department of Dermatology, Zealand University Hospital, Roskilde, Denmark.,Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark
| | - Jonas Olsen
- Department of Dermatology, Zealand University Hospital, Roskilde, Denmark.,Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark
| | - Kersti Brosbøl Engelund Friis
- Department of Dermatology, Zealand University Hospital, Roskilde, Denmark.,Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark
| | - Lotte Themstrup
- Department of Dermatology, Zealand University Hospital, Roskilde, Denmark.,Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark
| | - Kasper Grandahl
- Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark.,Department of Occupational Medicine, Copenhagen University Hospital, Holbaek, Denmark
| | - Ole Steen Mortensen
- Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark.,Department of Occupational Medicine, Copenhagen University Hospital, Holbaek, Denmark.,Department of Public Health, Section of Social Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Gregor Borut Ernst Jemec
- Department of Dermatology, Zealand University Hospital, Roskilde, Denmark.,Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark
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32
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Papageorgiou C, Apalla Z, Vakirlis E, Sotiriou E, Ioannides D, Lallas A. Use of Dermoscopy to Diagnose and Select BCCs that can be Treated Empirically. CURRENT DERMATOLOGY REPORTS 2018. [DOI: 10.1007/s13671-018-0215-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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