Searched for: in-biosketch:true
person:carucj01
Skin Cancers and Lung Transplant
Wilken, Reason; Carucci, John; Stevenson, Mary L
It is well known that solid-organ transplant recipients (SOTRs) have a 65- to 100-fold increase in the risk of developing skin cancer, namely, nonmelanoma skin cancers (NMSCs) such as cutaneous squamous cell carcinoma (cSCC) and basal cell carcinoma (BCC). In addition, these patients are also at increased risk for development of melanoma as well as other less common cutaneous malignancies (Merkel's cell carcinoma, Kaposi's sarcoma). SOTRs with NMSC (namely cSCC) are also at significantly increased risk of poor clinical outcomes including local recurrence, nodal and distant metastasis, and disease-specific death relative to patients who are not immunosuppressed. Increased surveillance and monitoring in patients at risk of aggressive disease and poor outcomes who are on immunosuppression is essential in patients with lung transplants given the high degree of immunosuppression. Increased awareness of risks, treatments, and management allows for improved outcomes in these patients. This article will provide an overview of the risk factors for the development of cutaneous malignancies in organ transplant recipients as well as a detailed discussion of various immunosuppressant and prophylactic medications used in this patient population that contribute to the risk of developing cutaneous malignancies, with an emphasis on NMSC (cSCC and BCC) in lung transplant recipients. Finally, this article includes a discussion on the clinical and dermatologic management of this high-risk immunosuppressed population including a review of topical and systemic agents for field therapy of actinic damage and chemoprevention of keratinocyte carcinomas. In addition, indications for additional treatment and preventive measures such as adjuvant radiation treatment after surgical management of cutaneous malignancies and potential modification of immunosuppressive medication regimens are discussed.
PMID: 34030209
ISSN: 1098-9048
CID: 4904942
Scalp nodule in a 59-year-old female
Wilken, Reason; Carucci, John A; Brinster, Nooshin K; Stevenson, Mary L
PMID: 32639032
ISSN: 1365-4632
CID: 4517322
Current concepts and approaches to merkel cell carcinoma
Babadzhanov, Marianna; Doudican, Nicole; Wilken, Reason; Stevenson, Mary; Pavlick, Anna; Carucci, John
Merkel cell carcinoma (MCC) is an aggressive and rare cutaneous cancer of the mechanoreceptor unit of the skin with a neuroendocrine origin. MCC incidence has been on the rise over the past two decades. Risk factors include old age, chronic UV exposure, and immunosuppression. Although MCC is a cutaneous malignancy that is often misdiagnosed as a benign nodule at the time of diagnosis, it has an aggressive disease course due to its high recurrence and metastatic potential. The PD-1/PD-L1 checkpoint blockade has recently shown promising results in the management of advanced MCC. Avelumab and pembrolizumab are considered the new standard of care for metastatic MCC. Despite advances in the field, studies are needed to elucidate the role of immunotherapy for patients who are resistant to treatment. Most ongoing clinical trials aim to assess the efficacy of checkpoint inhibitor combination therapies. This article reviews the most current literature on the surgical and medical management of MCC.
PMID: 32666149
ISSN: 1432-069x
CID: 4533282
Deep learning-level melanoma detection by interpretable machine learning and imaging biomarker cues
Gareau, Daniel S; Browning, James; Correa Da Rosa, Joel; Suarez-Farinas, Mayte; Lish, Samantha; Zong, Amanda M; Firester, Benjamin; Vrattos, Charles; Renert-Yuval, Yael; Gamboa, Mauricio; Vallone, María G; Barragán-Estudillo, Zamira F; Tamez-Peña, Alejandra L; Montoya, Javier; Jesús-Silva, Miriam A; Carrera, Cristina; Malvehy, Josep; Puig, Susana; Marghoob, Ashfaq; Carucci, John A; Krueger, James G
SIGNIFICANCE/CONCLUSIONS:Melanoma is a deadly cancer that physicians struggle to diagnose early because they lack the knowledge to differentiate benign from malignant lesions. Deep machine learning approaches to image analysis offer promise but lack the transparency to be widely adopted as stand-alone diagnostics. AIM/OBJECTIVE:We aimed to create a transparent machine learning technology (i.e., not deep learning) to discriminate melanomas from nevi in dermoscopy images and an interface for sensory cue integration. APPROACH/METHODS:Imaging biomarker cues (IBCs) fed ensemble machine learning classifier (Eclass) training while raw images fed deep learning classifier training. We compared the areas under the diagnostic receiver operator curves. RESULTS:Our interpretable machine learning algorithm outperformed the leading deep-learning approach 75% of the time. The user interface displayed only the diagnostic imaging biomarkers as IBCs. CONCLUSIONS:From a translational perspective, Eclass is better than convolutional machine learning diagnosis in that physicians can embrace it faster than black box outputs. Imaging biomarkers cues may be used during sensory cue integration in clinical screening. Our method may be applied to other image-based diagnostic analyses, including pathology and radiology.
PMCID:7702097
PMID: 33247560
ISSN: 1560-2281
CID: 4693642
Use of Adjuvant Radiotherapy in the Treatment of High-risk Cutaneous Squamous Cell Carcinoma With Perineural Invasion
Stevenson, Mary L; Criscito, Maressa C; Wilken, Reason; Doudican, Nicole A; Bain, Earl Eugene; Parashar, Bhupesh; Carucci, John A
PMID: 32609298
ISSN: 2168-6084
CID: 4504322
A 3D biofabricated cutaneous squamous cell carcinoma tissue model with multi-channel confocal microscopy imaging biomarkers to quantify antitumor effects of chemotherapeutics in tissue
Browning, James R; Derr, Paige; Derr, Kristy; Doudican, Nicole; Michael, Sam; Lish, Samantha R; Taylor, Nicholas A; Krueger, James G; Ferrer, Marc; Carucci, John A; Gareau, Daniel S
Cutaneous squamous cell carcinoma (cSCC) causes approximately 10,000 deaths annually in the U. S. Current therapies are largely ineffective against metastatic and locally advanced cSCC. There is a need to identify novel, effective, and less toxic small molecule cSCC therapeutics. We developed a 3-dimensional bioprinted skin (3DBPS) model of cSCC tumors together with a microscopy assay to test chemotherapeutic effects in tissue. The full thickness SCC tissue model was validated using hematoxylin and eosin (H&E) and immunohistochemical histological staining, confocal microscopy, and cDNA microarray analysis. A nondestructive, 3D fluorescence confocal imaging assay with tdTomato-labeled A431 SCC and ZsGreen-labeled keratinocytes was developed to test efficacy and general toxicity of chemotherapeutics. Fluorescence-derived imaging biomarkers indicated that 50% of cancer cells were killed in the tissue after 1μM 5-Fluorouracil 48-hour treatment, compared to a baseline of 12% for untreated controls. The imaging biomarkers also showed that normal keratinocytes were less affected by treatment (11% killed) than the untreated tissue, which had no significant killing effect. Data showed that 5-Fluorouracil selectively killed cSCC cells more than keratinocytes. Our 3DBPS assay platform provides cellular-level measurement of cell viability and can be adapted to achieve nondestructive high-throughput screening (HTS) in bio-fabricated tissues.
PMCID:7343636
PMID: 32676161
ISSN: 1949-2553
CID: 4528532
iCellR: Combined Coverage Correction and Principal Component Alignment for Batch Alignment in Single-Cell Sequencing Analysis [PrePrint]
Khodadadi-Jamayran, Alireza; Pucella, Joseph; Zhou, Hua; Doudican, Nicole; Carucci, John; Heguy, Adriana; Reizis, Boris; Tsirigos, Aristotelis
ORIGINAL:0014655
ISSN: 2692-8205
CID: 4474802
Current Research in Melanoma and Aggressive Nonmelanoma Skin Cancer
Wilken, Reason; Criscito, Maressa; Pavlick, Anna C; Stevenson, Mary L; Carucci, John A
There have been several significant advances in cancer treatment in the last decade that are applicable to the treatment of melanoma and advanced nonmelanoma skin cancers. Among these are the development of immune checkpoint inhibitors targeting the programmed death protein-1 (PD-1)/programmed death legand-1 (PDL-1) axis, as well as targeted inhibitors of the BRAF/MEK signaling cascade in melanoma, and the hedgehog signaling pathway in basal cell carcinoma (BCC). These immune-based and targeted therapies have dramatically changed the treatment options for locally advanced and metastatic melanoma, Merkel's cell carcinoma, cutaneous squamous cell carcinoma (cSCC), and BCC. In this article, we will briefly review the currently approved targeted and immunotherapy-based treatments for locally advanced and metastatic melanoma, Merkel's cell carcinoma, and cSCC and discuss various combinations of approved therapies, as well as emerging therapeutic candidates that are currently in clinical trials, including novel checkpoint inhibitors in development, intratumoral oncolytic agents (viral and nonviral), and various immune-based therapies such as toll-like receptor (TLR) agonists, adoptive T-cell therapy, T-cell costimulation, and innate immune cell therapy. For advanced BCC, we will discuss trials investigating the currently approved smoothened (SMO) inhibitors for neoadjuvant use, emerging SMO inhibitors in development, topical SMO inhibitors, alternative targets in the hedgehog signaling pathway, and the use of anti-PD-1 agents for advanced BCC both alone and in combination with SMO inhibitors.
PMID: 32413929
ISSN: 1098-8793
CID: 4431802
An Expert Panel Consensus on Opioid-Prescribing Guidelines for Dermatologic Procedures
McLawhorn, Justin M; Stephany, Matthew P; Bruhn, William E; Crow, Lauren D; Coldiron, Brett M; Hruza, George J; Leach, Brian C; Soon, Seaver L; Friedmann, Daniel P; Stebbins, William G; Blalock, Travis W; Graves, Michael S; Billingsley, Elizabeth M; Knackstedt, Thomas J; Miller, Stanley J; Yob, Edward H; Albertini, John G; Zeitouni, Nathalie; Krathen, Richard A; Bichakjian, Christopher K; Jellinek, Nathaniel J; Hanke, C William; Samie, Faramarz H; Mann, Margaret W; Carucci, John A; Kakar, Rohit; Saylor, Drew K; Fosko, Scott W; Ortiz, Arisa E; Henghold, William B; Jennings, Thomas A; Davis, DiAnne S; Maloney, Mary E; Curcio, Natalie M; Behshad, Ramona; Tope, Whitney D; McCoppin, Holly; Levin, Jarad I; Collins, Lindsey; Stasko, Thomas
BACKGROUND:Opioid overprescribing is a major contributor to the opioid crisis. The lack of procedure-specific guidelines contributes to the vast differences in prescribing practices. OBJECTIVE:Create opioid-prescribing consensus guidelines for common dermatologic procedures. METHODS:We utilized a four-step modified Delphi method to conduct a systematic discussion among a panel of providers in the fields of general dermatology, dermatologic surgery, and cosmetics/phlebology to develop opioid-prescribing guidelines for some of the most common dermatologic procedural scenarios. Guidelines were developed for opioid-naïve patients undergoing routine procedures. Opioid tablets were defined as oxycodone 5-mg oral equivalents. RESULTS:Postoperative pain after most uncomplicated procedures (76%) can be adequately managed with acetaminophen and/or ibuprofen. Group consensus identified no specific dermatological scenario that routinely requires more than 15 oxycodone 5-mg oral equivalents to manage postoperative pain. Group consensus found that 23 percent of the procedural scenarios routinely require 1-10 opioid tablets, while only one routinely requires 1-15 opioid tablets. LIMITATIONS/CONCLUSIONS:These recommendations are based on expert consensus in lieu of quality evidence-based outcomes research. These recommendations must be individualized to accommodate patients' comorbidities. CONCLUSIONS:Procedure-specific opioid-prescribing guidelines may serve as a foundation to produce effective and responsible postoperative pain management strategies after dermatologic interventions.
PMID: 31756403
ISSN: 1097-6787
CID: 4209462
Single-center retrospective review of the use of checkpoint inhibitors in merkel cell carcinoma patients [Meeting Abstract]
Babadzhanov, M.; Doudican, N.; Ovits, C.; Canavan, T.; Stevenson, M.; Pavlick, A.; Carucci, J.
ISI:000554564400420
ISSN: 0022-202x
CID: 4562172