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Jindal M, Kaur M, Nagpal M, Singh M, Aggarwal G, Dhingra GA. Skin Cancer Management: Current Scenario And Future Perspectives. Curr Drug Saf 2023; 18:143-158. [PMID: 35422227 DOI: 10.2174/1574886317666220413113959] [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: 10/13/2021] [Revised: 12/04/2021] [Accepted: 01/16/2022] [Indexed: 11/22/2022]
Abstract
Skin cancer is a life-threatening disease and has caused significant loss to human health across the globe. Its prevalence has been increasing every year and is one of the common malignancies in the case of organ transplant recipients, of which 95% constitute basal cell and squamous cell carcinomas. The prime factor causing skin cancer is UV radiation. Around the 20th century, sunlight was the primary cause of skin cancer. A novel hypothesis by US scientists stated that cutaneous melanoma was mainly due to recurrent exposure to the sun, whereas keratinocyte cancer occurred due to progressive accumulation of sun exposure. Management of skin cancer is done via various approaches, including cryotherapy, radiotherapy, and photodynamic therapy. Post-discovery of X-rays, radiotherapy has proven to treat skin cancers to some extent, but the indications are uncertain since it depends upon the type of tumour and surgical treatment required for the patient. Due to various limitations of skin cancer treatment and increased severity, there is a requirement for cost-effective, novel, and efficient treatment. Various nanocarriers such as SLNs, magnetic nanoparticles, gold nanoparticles, carbon nanotubes, etc., are the potential carriers in the management and prognosis of both non-melanoma and melanoma skin cancer. Various research and review databases and patent reports have been studied, and information compiled to extract the results. The review also discusses the role of various nanocarriers in treating and diagnosing skin cancer.
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Affiliation(s)
- Mehak Jindal
- Chitkara College of Pharmacy, Chitkara University, Chandigarh-Patiala National Highway, Rajpura, India
| | - Malkiet Kaur
- Chitkara College of Pharmacy, Chitkara University, Chandigarh-Patiala National Highway, Rajpura, India
| | - Manju Nagpal
- Chitkara College of Pharmacy, Chitkara University
| | - Manjinder Singh
- Chitkara College of Pharmacy, Chitkara University, Chandigarh-Patiala National Highway, Rajpura, India
| | - Geeta Aggarwal
- Delhi Pharmaceutical Sciences and Research University, Pushp Vihar, Sector-3 MB Road, New Delhi 110017, India
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2
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Guo X, Wang Y, Yao Y, Bao X, Duan L, Zhu H, Xing B, Liu J. Sub-macroscopic skin presentation of acromegaly and effect of pituitary tumor surgery: A study using dermatoscopy and ultra-high-frequency ultrasound. Front Endocrinol (Lausanne) 2022; 13:1093942. [PMID: 36818464 PMCID: PMC9933496 DOI: 10.3389/fendo.2022.1093942] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 12/22/2022] [Indexed: 01/27/2023] Open
Abstract
OBJECTIVE Excessive growth hormone and insulin-like growth factor 1 contribute to cutaneous changes in acromegaly. We investigated the sub-macroscopic skin manifestation of acromegaly patients and explored its reversibility upon hormone reduction after pituitary adenoma surgery. DESIGN Prospectively cohort study. METHODS We enrolled 26 patients with acromegaly and 26 patients with non-functioning pituitary adenomas undergoing pituitary adenomectomy at Peking Union Medical College Hospital from July 2021 to March 2022. Skin presentations were evaluated by dermatoscopy and ultra-high-frequency ultrasound before and after surgery. RESULTS Skin thickening, follicular plugs, perifollicular pigmentations, perifollicular orange haloes, red structureless areas, increased hair shafts, honeycomb-like pigmentations, widened dermatoglyphics, dilated appendage openings, excessive seborrhea, hyperhidrosis, enlarged pores, and acne-like lesions were commonly occurring in acromegaly patients, and their incidences were higher than the controls (P<0.05). At 3-month follow-up after surgery, the thickness of skin reduced (4.0 ± 0.4 to 3.7 ± 0.4, P=0.007), the incidences of hyperhidrosis (92.3% to 69.2%, P=0.035) and acne-like lesions (53.8% to 26.9%, P=0.048) declined, and the severity of multiple cutaneous lesions improved. Patients with surgical endocrine remission (53.8%) had greater declines in the thickness of skin than those without remission. Patients with improvement of >1 skin lesions were younger (P=0.028) and had higher baseline GH levels (P=0.021) than those with improvement of ≤1 skin lesion. CONCLUSIONS Dermatoscopy and ultra-high-frequency ultrasound provided augmented visual examination of the cutaneous changes in acromegaly. Some of the skin lesions could improve or reverse after pituitary surgery. Baseline GH levels, age, and endocrine remission were correlated with skin improvement at 3-month follow-up.
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Affiliation(s)
- Xiaopeng Guo
- Department of Neurosurgery, Center for Pituitary Surgery, China Pituitary Disease Registry Center, China Pituitary Adenoma Specialist Council, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yukun Wang
- Department of Dermatology, National Clinical Research Center for Dermatologic and Immunologic Diseases, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Yong Yao
- Department of Neurosurgery, Center for Pituitary Surgery, China Pituitary Disease Registry Center, China Pituitary Adenoma Specialist Council, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xinjie Bao
- Department of Neurosurgery, Center for Pituitary Surgery, China Pituitary Disease Registry Center, China Pituitary Adenoma Specialist Council, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Lian Duan
- Department of Endocrinology, Key Laboratory of Endocrinology of the Ministry of Health, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Huijuan Zhu
- Department of Endocrinology, Key Laboratory of Endocrinology of the Ministry of Health, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Bing Xing
- Department of Neurosurgery, Center for Pituitary Surgery, China Pituitary Disease Registry Center, China Pituitary Adenoma Specialist Council, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- *Correspondence: Bing Xing, ; Jie Liu,
| | - Jie Liu
- Department of Dermatology, National Clinical Research Center for Dermatologic and Immunologic Diseases, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
- *Correspondence: Bing Xing, ; Jie Liu,
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3
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Demirdag HG, Tugrul B. Evaluation of relationship between antihypertensive drug usage and dermatoscopic features in patients with keratinizing skin cancer. Dermatol Ther 2021; 34:e14957. [PMID: 33843141 DOI: 10.1111/dth.14957] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 02/10/2021] [Accepted: 04/09/2021] [Indexed: 12/20/2022]
Abstract
Keratinizing skin cancers including actinic keratoses (AK), in situ squamous cell carcinoma/Bowen's disease/intraepidermal carcinoma (IEC), invasive cutaneous squamous cell carcinoma (cSCC) and keratoacanthoma share similar dermatoscopic features and also reveal different patterns that assist in their diagnosis. Recently epidemiological studies reveal the association between antihypertensive drugs and skin cancer risk, especially cSCC. This study aims to determine the dermatoscopic features of keratinizing skin cancer in patients using antihypertensive drug and compare with non-users. A total of 46 patients with 64 keratinizing skin cancer lesions were included in the study. The demographic, clinical characteristic of patients, the number, duration, localization and dermatoscopic features from each lesion were collected. First, we evaluated the dermatoscopic features according to the histopathologic diagnosis. Then, all patients were divided into two groups as users of antihypertensive drugs and non-users. The dermatoscopic features were compared in terms of antihypertensive drug usage and histopathologic diagnosis in antihypertensive drug users and non-users, separately. The users of anti-hypertensive drugs were 22 (47,8%) and non-users 24 (52,2%). Of the total 64 lesions including 47 AK, 5 IEC, 10 cSCC, and 2 keratoacanthoma were evaluated. White structureless area was found statistically significant in cSCC lesions of patients using antihypertensive drugs (P = .004). This finding in cSCC may be a clue for antihypertensive drug usage and these drugs may be a predisposan factor for dermal fibrosis. Regardless of histopathology, dermatoscopic features show no statistically difference between antihypertensive drug users and non-users (P > .05). Clearer results can be obtained by conducting more detailed and long-term studies.
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Affiliation(s)
| | - Burcu Tugrul
- Department of Dermatology, Health Science University, Ankara Oncology Training and Research Hospital, Ankara, Turkey
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4
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Cole DW, Huerta T, Andea A, Tejasvi T. Purpuric Plaques-Dermoscopic and Histopathological Correlation of Cutaneous Angiosarcoma. Dermatol Pract Concept 2020; 10:e2020084. [PMID: 33150028 DOI: 10.5826/dpc.1004a84] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/16/2020] [Indexed: 10/31/2022] Open
Affiliation(s)
- Daniel W Cole
- Wayne State University School of Medicine, Detroit, MI, USA
| | - Tomas Huerta
- Department of Dermatology, University of Michigan, Ann Arbor, MI, USA
| | - Aleodor Andea
- Department of Dermatology, University of Michigan, Ann Arbor, MI, USA.,Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Trilokraj Tejasvi
- Department of Dermatology, University of Michigan, Ann Arbor, MI, USA
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5
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Fagotti S, Pizzichetta MA, Corneli P, Toffolutti F, Serraino D, di Meo N, Zalaudek I. Dermoscopic features of face and scalp basal and squamous cell carcinomas according to clinical histopathologic characteristics and anatomical location. J Eur Acad Dermatol Venereol 2020; 35:e237-e239. [PMID: 32986897 DOI: 10.1111/jdv.16968] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 05/02/2020] [Accepted: 05/11/2020] [Indexed: 11/29/2022]
Affiliation(s)
- S Fagotti
- Department of Dermatology, Maggiore Hospital of Trieste, University of Trieste, Trieste, Italy
| | - M A Pizzichetta
- Dermatology Clinic - National Cancer Institute, Medical Oncology and Preventive Oncology Aviano, University of Trieste, Aviano, Italy
| | - P Corneli
- Department of Dermatology, Maggiore Hospital of Trieste, University of Trieste, Trieste, Italy
| | - F Toffolutti
- Unit of Cancer Epidemiology, CRO Aviano National Cancer Institute, IRCCS, Aviano, Italy
| | - D Serraino
- Dermatology Clinic - National Cancer Institute, Medical Oncology and Preventive Oncology Aviano, University of Trieste, Aviano, Italy
| | - N di Meo
- Department of Dermatology, Maggiore Hospital of Trieste, University of Trieste, Trieste, Italy
| | - I Zalaudek
- Department of Dermatology, Maggiore Hospital of Trieste, University of Trieste, Trieste, Italy
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6
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Inskip M, Cameron A, Akay BN, Gorji M, Clark SP, Rosendahl N, Coetzer-Botha M, Kittler H, Rosendahl C. Dermatoskopische Merkmale pigmentierter intraepidermaler Karzinome an Kopf und Hals. J Dtsch Dermatol Ges 2020; 18:969-976. [PMID: 32985814 DOI: 10.1111/ddg.14220_g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 07/21/2020] [Indexed: 11/28/2022]
Affiliation(s)
- Michael Inskip
- School of Clinical Medicine University of Queensland, Herston, Australia
| | - Alan Cameron
- School of Clinical Medicine University of Queensland, Herston, Australia
| | - Bengu Nisa Akay
- Department of Dermatology, Medicine Faculty, Ankara University, Ankara, Turkey
| | - Mahdieh Gorji
- School of Clinical Medicine University of Queensland, Herston, Australia.,Douglass Hanly Moir Pathology, Sydney, Australia
| | - Simon P Clark
- Douglass Hanly Moir Pathology, Sydney, Australia.,School of Medicine, Teheran University of Medical Sciences, Teheran, Iran
| | - Nikita Rosendahl
- School of Biomedical Sciences, Faculty of Science, The University of Queensland, St Lucia, Australia
| | | | - Harald Kittler
- Vienna Dermatologic Imaging Research Group, Department of Dermatology, Medical University of Vienna, Vienna, Austria
| | - Cliff Rosendahl
- School of Medicine, Teheran University of Medical Sciences, Teheran, Iran.,Primary Care Clinical Unit, Faculty of Medicine, The University of Queensland, Herston, Australia
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7
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Inskip M, Cameron A, Akay BN, Gorji M, Clark SP, Rosendahl N, Coetzer-Botha M, Kittler H, Rosendahl C. Dermatoscopic features of pigmented intraepidermal carcinoma on the head and neck. J Dtsch Dermatol Ges 2020; 18:969-976. [PMID: 32841518 DOI: 10.1111/ddg.14220] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 07/21/2020] [Indexed: 12/01/2022]
Abstract
BACKGROUND AND OBJECTIVE Pigmented intraepidermal carcinoma is characterized by dermatoscopic dots and structureless areas, including dots in linear arrangement and by coiled vessels. There are no studies describing the dermatoscopic features of pigmented intraepidermal carcinoma on the head and neck. We aim to characterize the clinical and dermatoscopic appearance of this entity. PATIENTS AND METHODS We retrospectively analyzed 79 cases of pigmented intraepidermal carcinoma on the head and neck. RESULTS Pigmented intraepidermal carcinoma on the head and neck was characterized dermatoscopically by multiple colors (98.7 %, n = 78), pigmented circles (48.1 %, n = 38), white circles (17.7 %, n = 14), angulated lines (41.8 %, n = 33) and structureless areas (86.1 %, n = 68). Dots in linear arrangement were present in 13.9 % (n = 11). Coiled vessels were present in 7.6 % (n = 6), the dominant vessel type being prominent serpentine vessels (29.2 %, n = 23), thicker and/or redder in color than surrounding vessels, most being in the angular arrangement of the dermal plexus (24.1 %, n = 19). CONCLUSIONS Pigmented intraepidermal carcinoma on the head and neck differs from current published descriptions of pigmented intraepidermal carcinoma, reaching statistical significance with a lower incidence of coiled vessels and a higher incidence of pigmented circles, with evident similarities to pigmented actinic keratosis at that location.
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Affiliation(s)
- Michael Inskip
- School of Clinical Medicine University of Queensland, Herston, Australia
| | - Alan Cameron
- School of Clinical Medicine University of Queensland, Herston, Australia
| | - Bengu Nisa Akay
- Department of Dermatology, Medicine Faculty, Ankara University, Ankara, Turkey
| | - Mahdieh Gorji
- School of Clinical Medicine University of Queensland, Herston, Australia.,Douglass Hanly Moir Pathology, Sydney, Australia
| | - Simon P Clark
- Douglass Hanly Moir Pathology, Sydney, Australia.,School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Nikita Rosendahl
- School of Biomedical Sciences, Faculty of Science, The University of Queensland, St Lucia, Australia
| | | | - Harald Kittler
- Vienna Dermatologic Imaging Research Group, Department of Dermatology, Medical University of Vienna, Vienna, Austria
| | - Cliff Rosendahl
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.,Primary Care Clinical Unit, Faculty of Medicine, The University of Queensland, Herston, Australia
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8
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Dahlstrand U, Sheikh R, Berggren J, Hult J, Albinsson J, Cinthio M, Malmsjö M. Spectral Signatures in the Different Layers of the Human Eyelid by Photoacoustic Imaging. Lasers Surg Med 2020; 52:341-346. [DOI: 10.1002/lsm.23148] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/31/2019] [Indexed: 12/24/2022]
Affiliation(s)
- Ulf Dahlstrand
- Department of Clinical Sciences Lund, Ophthalmology, Skåne University HospitalLund UniversityLund SE‐221 85 Sweden
| | - Rafi Sheikh
- Department of Clinical Sciences Lund, Ophthalmology, Skåne University HospitalLund UniversityLund SE‐221 85 Sweden
| | - Johanna Berggren
- Department of Clinical Sciences Lund, Ophthalmology, Skåne University HospitalLund UniversityLund SE‐221 85 Sweden
| | - Jenny Hult
- Department of Clinical Sciences Lund, Ophthalmology, Skåne University HospitalLund UniversityLund SE‐221 85 Sweden
| | - John Albinsson
- Department of Clinical Sciences Lund, Ophthalmology, Skåne University HospitalLund UniversityLund SE‐221 85 Sweden
| | - Magnus Cinthio
- Department of Biomedical Engineering, Faculty of EngineeringLund UniversityLund SE‐221 00 Sweden
| | - Malin Malmsjö
- Department of Clinical Sciences Lund, Ophthalmology, Skåne University HospitalLund UniversityLund SE‐221 85 Sweden
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9
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UdriȘtoiu AL, Stanca AE, Ghenea AE, Vasile CM, Popescu M, UdriȘtoiu ȘC, Iacob AV, Castravete S, Gruionu LG, Gruionu G. Skin Diseases Classification Using Deep Leaning Methods. CURRENT HEALTH SCIENCES JOURNAL 2020; 46:136-140. [PMID: 32874685 PMCID: PMC7445643 DOI: 10.12865/chsj.46.02.06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 05/31/2020] [Indexed: 11/18/2022]
Abstract
Due to the high incidence of skin tumors, the development of computer aided-diagnosis methods will become a very powerful diagnosis tool for dermatologists. The skin diseases are initially diagnosed visually, through clinical screening and followed in some cases by dermoscopic analysis, biopsy and histopathological examination. Automatic classification of dermatoscopic images is a challenge due to fine-grained variations in lesions. The convolutional neural network (CNN), one of the most powerful deep learning techniques proved to be superior to traditional algorithms. These networks provide the flexibility of extracting discriminatory features from images that preserve the spatial structure and could be developed for region recognition and medical image classification. In this paper we proposed an architecture of CNN to classify skin lesions using only image pixels and diagnosis labels as inputs. We trained and validated the CNN model using a public dataset of 10015 images consisting of 7 types of skin lesions: actinic keratoses and intraepithelial carcinoma/Bowen disease (akiec), basal cell carcinoma (bcc), benign lesions of the keratosis type (solar lentigine/seborrheic keratoses and lichen-planus like keratosis, bkl), dermatofibroma (df), melanoma (mel), melanocytic nevi (nv) and vascular lesions (angiomas, angiokeratomas, pyogenic granulomas and hemorrhages, vasc).
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Affiliation(s)
| | - Ariana Elena Stanca
- Faculty of Automation, Computers and Electronics, University of Craiova, Craiova, Romania
| | | | | | - Mihaela Popescu
- Faculty of Medicine and Pharmacy Craiova of Craiova, Romania
| | | | | | | | | | - Gabriel Gruionu
- Faculty of Mechanics, University of Craiova, Craiova, Romania
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10
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Fink C, Uhlmann L, Vogt K, Schneiderbauer R, Menzer C, Toberer F, Schank TE, Enk A, Haenssle HA. Beeinträchtigung der dermatoskopischen Untersuchung durch Körperbehaarung und klinischer Nutzen eines automatisierten Haarentfernungsalgorithmus. J Dtsch Dermatol Ges 2020; 18:27-33. [DOI: 10.1111/ddg.13967_g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 06/30/2019] [Indexed: 11/30/2022]
Affiliation(s)
- Christine Fink
- Universitäts‐Hautklinik HeidelbergRuprecht‐Karls‐Universität Heidelberg
| | - Lorenz Uhlmann
- Institut für Medizinische Biometrie und InformatikRuprecht‐Karls‐ Universität Heidelberg
| | - Karsten Vogt
- Institut für InformationsverarbeitungLeibniz Universität Hannover
| | | | - Christian Menzer
- Universitäts‐Hautklinik HeidelbergRuprecht‐Karls‐Universität Heidelberg
| | - Ferdinand Toberer
- Universitäts‐Hautklinik HeidelbergRuprecht‐Karls‐Universität Heidelberg
| | - Timo E. Schank
- Universitäts‐Hautklinik HeidelbergRuprecht‐Karls‐Universität Heidelberg
| | - Alexander Enk
- Universitäts‐Hautklinik HeidelbergRuprecht‐Karls‐Universität Heidelberg
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11
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Fink C, Uhlmann L, Vogt K, Schneiderbauer R, Menzer C, Toberer F, Schank TE, Enk A, Haenssle HA. Physicians' level of hindrance by body hair in dermatoscopy and clinical benefit of an automated hair removal algorithm. J Dtsch Dermatol Ges 2019; 18:27-32. [PMID: 31671255 DOI: 10.1111/ddg.13967] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 06/30/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND OBJECTIVES Dermatoscopy may be hindered by body hair, and the development of an automated hair removal algorithm (AuHRA) might improve the diagnostic accuracy. However, the physicians' exact level of hindrance and the clinical benefit attained by AuHRA has not been assessed. The objectives of this study are to quantify the physicians' level of hindrance by body hair and the level of improvement in the visibility of underlying dermatoscopic patterns after application of AuHRA to digital images of hair-covered nevi. PATIENTS AND METHODS A cross-sectional reader study including 59 sets of dermatoscopic images of benign nevi that were presented to six dermatologists. Each set included three images of one individual nevus (unshaved/physically shaved/digitally shaved with AuHRA), which were compared to each other within each set to assess the level of improvement caused by hair removal. RESULTS In comparison to unshaved lesions, dermatologists attributed the highest mean level of improvement to a physical shave (+1.36, p < 0.001) followed by AuHRA's digital shave (+0.79, p < 0.001). The majority of dermatologists considered the application of AuHRA as helpful and confirmed a medical need. CONCLUSIONS The dermatologists in our study confirmed a substantial impairment of the dermatoscopic examination by body hair. We demonstrated a clinical benefit attained by AuHRA in comparison to unshaved or physically shaved lesions.
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Affiliation(s)
- Christine Fink
- Department of Dermatology, University Medical Center, Ruprecht-Karl University, Heidelberg, Germany
| | - Lorenz Uhlmann
- Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany
| | - Karsten Vogt
- Institut für Informationsverarbeitung, Leibniz Universität Hannover, Germany
| | | | - Christian Menzer
- Department of Dermatology, University Medical Center, Ruprecht-Karl University, Heidelberg, Germany
| | - Ferdinand Toberer
- Department of Dermatology, University Medical Center, Ruprecht-Karl University, Heidelberg, Germany
| | - Timo E Schank
- Department of Dermatology, University Medical Center, Ruprecht-Karl University, Heidelberg, Germany
| | - Alexander Enk
- Department of Dermatology, University Medical Center, Ruprecht-Karl University, Heidelberg, Germany
| | - Holger A Haenssle
- Department of Dermatology, University Medical Center, Ruprecht-Karl University, Heidelberg, Germany
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12
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Extended-wavelength diffuse reflectance spectroscopy with a machine-learning method for in vivo tissue classification. PLoS One 2019; 14:e0223682. [PMID: 31600296 PMCID: PMC6786558 DOI: 10.1371/journal.pone.0223682] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Accepted: 09/25/2019] [Indexed: 01/04/2023] Open
Abstract
OBJECTIVES An extended-wavelength diffuse reflectance spectroscopy (EWDRS) technique was evaluated for its ability to differentiate between and classify different skin and tissue types in an in vivo pig model. MATERIALS AND METHODS EWDRS recordings (450-1550 nm) were made on skin with different degrees of pigmentation as well as on the pig snout and tongue. The recordings were used to train a support vector machine to identify and classify the different skin and tissue types. RESULTS The resulting EWDRS curves for each skin and tissue type had a unique profile. The support vector machine was able to classify each skin and tissue type with an overall accuracy of 98.2%. The sensitivity and specificity were between 96.4 and 100.0% for all skin and tissue types. CONCLUSION EWDRS can be used in vivo to differentiate between different skin and tissue types with good accuracy. Further development of the technique may potentially lead to a novel diagnostic tool for e.g. non-invasive tumor margin delineation.
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13
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Fujisawa Y, Inoue S, Nakamura Y. The Possibility of Deep Learning-Based, Computer-Aided Skin Tumor Classifiers. Front Med (Lausanne) 2019; 6:191. [PMID: 31508420 PMCID: PMC6719629 DOI: 10.3389/fmed.2019.00191] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Accepted: 08/13/2019] [Indexed: 11/13/2022] Open
Abstract
The incidence of skin tumors has steadily increased. Although most are benign and do not affect survival, some of the more malignant skin tumors present a lethal threat if a delay in diagnosis permits them to become advanced. Ideally, an inspection by an expert dermatologist would accurately detect malignant skin tumors in the early stage; however, it is not practical for every single patient to receive intensive screening by dermatologists. To overcome this issue, many studies are ongoing to develop dermatologist-level, computer-aided diagnostics. Whereas, many systems that can classify dermoscopic images at this dermatologist-equivalent level have been reported, a much fewer number of systems that can classify conventional clinical images have been reported thus far. Recently, the introduction of deep-learning technology, a method that automatically extracts a set of representative features for further classification has dramatically improved classification efficacy. This new technology has the potential to improve the computer classification accuracy of conventional clinical images to the level of skilled dermatologists. In this review, this new technology and present development of computer-aided skin tumor classifiers will be summarized.
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14
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Kato J, Horimoto K, Sato S, Minowa T, Uhara H. Dermoscopy of Melanoma and Non-melanoma Skin Cancers. Front Med (Lausanne) 2019; 6:180. [PMID: 31497603 PMCID: PMC6712997 DOI: 10.3389/fmed.2019.00180] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Accepted: 07/29/2019] [Indexed: 12/24/2022] Open
Abstract
Dermoscopy is a widely used non-invasive technique for diagnosing skin tumors. In melanocytic tumors, e.g., melanoma and basal cell carcinoma (BCC), the effectiveness of dermoscopic examination has been fully established over the past two decades. Moreover, dermoscopy has been used to diagnose non-melanocytic tumors. Here, we review novel findings from recent reports concerning dermoscopy of melanoma and non-melanoma skin cancers including BCC, sebaceous carcinoma, actinic keratosis, Bowen's disease, squamous cell carcinoma (SCC), Merkel cell carcinoma (MCC), extramammary Paget's disease (EMPD), and angiosarcoma.
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Affiliation(s)
- Junji Kato
- Department of Dermatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Kohei Horimoto
- Department of Dermatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Sayuri Sato
- Department of Dermatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Tomoyuki Minowa
- Department of Dermatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Hisashi Uhara
- Department of Dermatology, Sapporo Medical University School of Medicine, Sapporo, Japan
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Berekméri A, Tiganescu A, Alase AA, Vital E, Stacey M, Wittmann M. Non-invasive Approaches for the Diagnosis of Autoimmune/Autoinflammatory Skin Diseases-A Focus on Psoriasis and Lupus erythematosus. Front Immunol 2019; 10:1931. [PMID: 31497014 PMCID: PMC6712514 DOI: 10.3389/fimmu.2019.01931] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 07/30/2019] [Indexed: 12/27/2022] Open
Abstract
The traditional diagnostic gold standard for inflammatory skin lesions of unclear etiology is dermato-histopathology. As this approach requires an invasive skin biopsy, biopsy processing and analysis by specialized histologists, it is a resource intensive approach requiring trained healthcare professionals. In many health care settings access to this diagnostic approach can be difficult and outside emergency cases will usually take several weeks. This scenario leads to delayed or inappropriate treatment given to patients. With dramatically increased sensitivity of a range of analysis systems including mass spectrometry, high sensitivity, multiplex ELISA based systems and PCR approaches we are now able to "measure" samples with unprecedented sensitivity and accuracy. Other important developments include the long-term monitoring of parameters using microneedle approaches and the improvement in imaging systems such as optical coherence tomography. In this review we will focus on recent achievements regarding measurements from non-invasive sampling, in particular from plucked hair and skin tape-strips which seem well suited for the diagnosis of lupus erythematosus and psoriatic inflammation, respectively. While these approaches will not replace clinical observation-they can contribute to improved subgroup diagnosis, stratified therapeutic approaches and have great potential for providing molecular and mechanistic insight in to inflammatory skin diseases.
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Affiliation(s)
- Anna Berekméri
- Faculty of Medicine and Health, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, United Kingdom
- Leeds Biomedical Research Centre, National Institute for Health Research, Leeds Teaching Hospitals, Leeds, United Kingdom
| | - Ana Tiganescu
- Faculty of Medicine and Health, Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, United Kingdom
| | - Adewonuola A. Alase
- Faculty of Medicine and Health, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, United Kingdom
| | - Edward Vital
- Faculty of Medicine and Health, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, United Kingdom
- Leeds Biomedical Research Centre, National Institute for Health Research, Leeds Teaching Hospitals, Leeds, United Kingdom
| | - Martin Stacey
- Faculty of Biological Sciences, School of Molecular and Cellular Biology, University of Leeds, Leeds, United Kingdom
| | - Miriam Wittmann
- Faculty of Medicine and Health, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, United Kingdom
- Leeds Biomedical Research Centre, National Institute for Health Research, Leeds Teaching Hospitals, Leeds, United Kingdom
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Abstract
OPINION STATEMENT Dermatofibrosarcoma protuberans (DFSP) is a slow growing tumor with a very low metastatic potential but with significant subclinical extension and great capacity for local destruction. Thus, the first surgeon approached with such challenging tumor must attempt to cure the patient with a method that spares healthy tissue and ensures an optimal oncological, functional, and esthetic result. The treatment of DFSP often requires a multidisciplinary approach. Depending on location, dermatologic surgeons, surgical oncologists, head and neck surgeons, neurosurgeons, plastic surgeons, and occasionally medical oncologists may be involved with the management. Mohs micrographic surgery (MMS) is the preferred method when available. In our institution, most of the DFSP cases are often advanced cases; thus, dermatologic surgeons obtain clear margins peripherally and other surgical specialties assist with resection of the fascia and any critical deeper structures. When MMS is not available, wide local excision (at least 2- to 3-cm margins of resection) with exhaustive pathologic assessment of margin status is recommended, and it is best to confirm tumor extirpation prior to any reconstruction. Subclinical extension of the tumor could be related to the size; how long it has been growing or histological markers that are unknown right now. No clinical trials comparing MMS vs WLE are available, and further research should be focused on these subjects as well as the use of imatinib and other targeted therapies for recurrent and metastatic tumors and for neoadjuvant treatment.
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Affiliation(s)
- Alvaro E Acosta
- Dermatology Department, Instituto Nacional de Cancerología, Universidad Nacional de Colombia, Carrera 19C No. 90-14, Bogotá, Colombia.
| | - Catalina Santa Vélez
- Dermatology Oncology Universidad Militar Nueva Granada, Instituto Nacional de Cancerología, Calle 1a No. 9-85, Bogotá, Colombia
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Apalla Z, Nashan D, Weller RB, Castellsagué X. Skin Cancer: Epidemiology, Disease Burden, Pathophysiology, Diagnosis, and Therapeutic Approaches. Dermatol Ther (Heidelb) 2017; 7:5-19. [PMID: 28150105 PMCID: PMC5289116 DOI: 10.1007/s13555-016-0165-y] [Citation(s) in RCA: 242] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Indexed: 12/26/2022] Open
Abstract
Skin cancer, including both melanoma and non-melanoma, is the most common type of malignancy in the Caucasian population. Firstly, we review the evidence for the observed increase in the incidence of skin cancer over recent decades, and investigate whether this is a true increase or an artefact of greater screening and over-diagnosis. Prevention strategies are also discussed. Secondly, we discuss the complexities and challenges encountered when diagnosing and developing treatment strategies for skin cancer. Key case studies are presented that highlight the practic challenges of choosing the most appropriate treatment for patients with skin cancer. Thirdly, we consider the potential risks and benefits of increased sun exposure. However, this is discussed in terms of the possibility that the avoidance of sun exposure in order to reduce the risk of skin cancer may be less important than the reduction in all-cause mortality as a result of the potential benefits of increased exposure to the sun. Finally, we consider common questions on human papillomavirus infection.
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Affiliation(s)
- Zoe Apalla
- First Department of Dermatology, Aristotle University of Thessaloniki, Thessaloniki, Greece.
| | - Dorothée Nashan
- Teaching Hospital of the University of Münster, Münster, Germany
| | | | - Xavier Castellsagué
- Catalan Institute of Oncology (ICO), L'Hospitalet de Llobregat, Catalonia, Spain
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