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Annals of Oncology : Official Journal... Jan 2024The widespread use of immune checkpoint inhibitors (ICIs) has revolutionised treatment of multiple cancer types. However, selecting patients who may benefit from ICI... (Review)
Review
BACKGROUND
The widespread use of immune checkpoint inhibitors (ICIs) has revolutionised treatment of multiple cancer types. However, selecting patients who may benefit from ICI remains challenging. Artificial intelligence (AI) approaches allow exploitation of high-dimension oncological data in research and development of precision immuno-oncology.
MATERIALS AND METHODS
We conducted a systematic literature review of peer-reviewed original articles studying the ICI efficacy prediction in cancer patients across five data modalities: genomics (including genomics, transcriptomics, and epigenomics), radiomics, digital pathology (pathomics), and real-world and multimodality data.
RESULTS
A total of 90 studies were included in this systematic review, with 80% published in 2021-2022. Among them, 37 studies included genomic, 20 radiomic, 8 pathomic, 20 real-world, and 5 multimodal data. Standard machine learning (ML) methods were used in 72% of studies, deep learning (DL) methods in 22%, and both in 6%. The most frequently studied cancer type was non-small-cell lung cancer (36%), followed by melanoma (16%), while 25% included pan-cancer studies. No prospective study design incorporated AI-based methodologies from the outset; rather, all implemented AI as a post hoc analysis. Novel biomarkers for ICI in radiomics and pathomics were identified using AI approaches, and molecular biomarkers have expanded past genomics into transcriptomics and epigenomics. Finally, complex algorithms and new types of AI-based markers, such as meta-biomarkers, are emerging by integrating multimodal/multi-omics data.
CONCLUSION
AI-based methods have expanded the horizon for biomarker discovery, demonstrating the power of integrating multimodal data from existing datasets to discover new meta-biomarkers. While most of the included studies showed promise for AI-based prediction of benefit from immunotherapy, none provided high-level evidence for immediate practice change. A priori planned prospective trial designs are needed to cover all lifecycle steps of these software biomarkers, from development and validation to integration into clinical practice.
Topics: Humans; Artificial Intelligence; Carcinoma, Non-Small-Cell Lung; Lung Neoplasms; Medical Oncology
PubMed: 37879443
DOI: 10.1016/j.annonc.2023.10.125 -
Lung Cancer (Amsterdam, Netherlands) Oct 2023Anaplastic lymphoma kinase-tyrosine kinase inhibitors (ALK-TKIs) are new treatment for advanced non-small cell lung cancer. Here, we quantified the toxicity profiles of... (Meta-Analysis)
Meta-Analysis Review
Comparative safety of anaplastic lymphoma kinase tyrosine kinase inhibitors in advanced anaplastic lymphoma kinase-mutated non-small cell lung cancer: Systematic review and network meta-analysis.
OBJECTIVE
Anaplastic lymphoma kinase-tyrosine kinase inhibitors (ALK-TKIs) are new treatment for advanced non-small cell lung cancer. Here, we quantified the toxicity profiles of different ALK-TKIs to guide clinical decision making.
MATERIALS AND METHODS
We searched PubMed, Embase, and the Cochrane Central Register of Controlled Trials. Data were analyzed using random effects and consistency models under the frequency framework.
RESULTS
Of 865 relevant studies, 13 RCTs (encompassing 3,353 patients) were finally included. A network meta-analysis of all-grade AEs, fatal AEs, and treatment discontinuation due to AEs revealed no significant differences among the six ALK-TKIs. The rates of grade 3-4 AEs were: alectinib (16.2%), crizotinib (46.4%), brigatinib (63.7%), ensartinib (75.6%), ceritinib (78.3%), and lorlatinib (91.6%). The toxicity spectra of ALK-TKIs were different. The most frequent AEs associated with crizotinib were gastrointestinal reactions, visual disorders, neutropenia, edema, fatigue, and elevated alanine aminotransferase (ALT) or aspartate aminotransferase (AST) levels, while those in the alectinib group were anemia and constipation. Diarrhea, hepatotoxicity, and increased serum creatinine were most common with ceritinib. The most frequent AEs in the brigatinib group were gastrointestinal reactions, hypertension, cough, headache, and elevated ALT or AST levels. The most significant toxicities of ensartinib were skin disorders, including pruritus and rash. Changes in lipid levels were the most frequent AEs associated with lorlatinib; weight gain, cognitive effects, and mood effects were lorlatinib-specific AEs.
CONCLUSIONS
The toxicity spectra of ALK-TKIs differed. Alectinib might be the safest ALK-TKI drug according to the combined evidence of grades 3-4 AEs and the combined incidence.
Topics: Humans; Anaplastic Lymphoma Kinase; Protein-Tyrosine Kinases; Carcinoma, Non-Small-Cell Lung; Tyrosine Kinase Inhibitors; Crizotinib; Network Meta-Analysis; Lung Neoplasms; Protein Kinase Inhibitors
PubMed: 37597303
DOI: 10.1016/j.lungcan.2023.107319 -
Molecular Genetics & Genomic Medicine Oct 2023The risk of skin cancer is determined by environmental factors like ultraviolet radiation (UVR), personal habits like time spent outdoors and genetic factors. This... (Review)
Review
BACKGROUND
The risk of skin cancer is determined by environmental factors like ultraviolet radiation (UVR), personal habits like time spent outdoors and genetic factors. This review aimed to survey existing studies in gene-environment (GxE) interaction on skin cancer risk, and report on GxE effect estimates.
METHODS
We searched Embase, Medline (Ovid) and Web of Science (Core Collection) and included only primary research that reported on GxE on the risk of the three most common types of skin cancer: basal cell carcinoma (BCC), squamous cell carcinoma (SCC) and melanoma. Quality assessment followed the Newcastle-Ottawa Scale. Meta-analysis was not possible because no two studies examined the same interaction. This review was registered on PROSPERO (CRD42021238064).
RESULTS
In total 260 records were identified after exclusion of duplicates. Fifteen studies were included in the final synthesis-12 used candidate gene approach. We found some evidence of GxE interactions with sun exposure, notably, with MC1R, CAT and NOS1 genes in melanoma, HAL and IL23A in BCC and HAL and XRCC1 in SCC.
CONCLUSION
Sun exposure seems to interact with genes involved in pigmentation, oxidative stress and immunosuppression, indicating that excessive UV exposure might exhaust oxidative defence and repair systems differentially, dependent on genetic make-up. Further research is warranted to better understand skin cancer epidemiology and develop sun exposure recommendations. A genome-wide approach is recommended as it might uncover unknown disease pathways dependent on UV radiation.
PubMed: 37537768
DOI: 10.1002/mgg3.2259 -
JMIR Dermatology Nov 2023Rosacea is a chronic inflammatory skin condition that predominantly manifests as facial flushing, irritation, and acne. Rosacea and cancer are thought to be linked by... (Review)
Review
BACKGROUND
Rosacea is a chronic inflammatory skin condition that predominantly manifests as facial flushing, irritation, and acne. Rosacea and cancer are thought to be linked by the commonality of inflammatory and immune response dysfunction. Studies that have looked into this possible association have reported mixed results.
OBJECTIVE
Given the conflicting literature on this topic, our study sought to evaluate the overall association between rosacea and several cancers commonly investigated in the literature.
METHODS
A systematic review was conducted using the Cochrane, PubMed, Embase, and Ovid databases. Studies were screened independently for inclusion of rosacea and glioma and breast, thyroid, hepatic, or skin cancers. Using information from the articles, rosacea and each cancer were categorized as having a positive, negative, or unclear association.
RESULTS
Our systematic review included 39 full-text studies that investigated the association between rosacea and various malignancies. Among the malignancies of concern, 41% (16/39) of the studies reported an association with basal cell carcinoma, with 2 cohorts revealing an adjusted risk ratio (RR) of 1.50 (95% CI 1.35-1.67) and 0.72 (95% CI 0.56-0.93). In total, 33% (13/39) of the studies reported an association with squamous cell carcinoma, with 2 cohorts revealing an adjusted RR of 1.4 (95% CI 1.02-1.93) and 1.30 (95% CI 0.90-1.88). A total of 8% (3/39) of the studies reported an association between breast cancer and melanoma, with breast cancer cohorts revealing an adjusted RR of 8.453 (95% CI 1.638-43.606), 1.03 (95% CI 0.89-1.20), and 1.36 (95% CI 1.18-1.58) and melanoma cohorts revealing an adjusted RR of 1.10 (95% CI 0.95-1.27), 0.63 (95% CI 0.47-0.85), and 0.96 (95% CI 0.57-1.62). A total of 5% (2/39) of the studies reported an association among nonmelanoma skin cancers, hepatic cancer, and thyroid carcinomas, with nonmelanoma skin cancer cohorts revealing an adjusted RR of 1.36 (95% CI 1.26-1.47) and 2.66 (95% CI 1.53-4.61), hepatic cancer cohorts revealing an adjusted RR of 1.42 (95% CI 1.06-1.90) and 1.32 (95% CI 0.89-1.95), and thyroid carcinoma cohorts revealing an adjusted RR of 1.06 (95% CI 0.68-1.65) and 1.59 (95% CI 1.07-2.36). Only 1 cohort reported an association with glioma, revealing an adjusted RR of 1.36 (95% CI 1.18-1.58). According to our review, patients with rosacea were statistically more likely to have nonmelanoma skin cancers, breast cancer, and glioma. Rosacea was not found to be substantially associated with melanoma. The associations between rosacea and hepatic and thyroid cancers were unclear because of conflicting results.
CONCLUSIONS
The current literature shows that rosacea is significantly associated with increased odds of nonmelanoma skin cancers, glioma, and breast cancer. Rosacea does not appear to be associated with melanoma. Further studies should be conducted to clarify the association between thyroid and hepatic cancers and rosacea.
PubMed: 37938876
DOI: 10.2196/47821 -
Current Oncology (Toronto, Ont.) Nov 2023Basal cell carcinoma (BCC) is the most common skin cancer, with a lifetime risk currently approaching up to 40% in Caucasians. Among these, some clinical and... (Review)
Review
Basal cell carcinoma (BCC) is the most common skin cancer, with a lifetime risk currently approaching up to 40% in Caucasians. Among these, some clinical and pathological BCC variants pose a higher risk due to their more aggressive biological behavior. Morpheaform BCC (morBCC), also known as sclerosing, fibrosing, or morpheic BCC, represents up to 5-10% of all BCC. Overall, morBCC carries a poorer prognosis due to late presentation, local tissue destruction, tumor recurrence, and higher frequency of metastasis. In this systematic review, we review the epidemiological, clinical, morphological, dermatoscopical, and molecular features of morBCC. After the title and abstract screening of 222 studies and the full-text review of 84 studies, a total of 54 studies met the inclusion criteria and were thus included in this review.
Topics: Humans; Neoplasm Recurrence, Local; Carcinoma, Basal Cell; Skin Neoplasms; Transcription Factors
PubMed: 37999140
DOI: 10.3390/curroncol30110720 -
Nutrients Dec 2023Nicotinamide is the active form of vitamin B3 (niacin) obtained through endogenous synthesis, mainly through tryptophan metabolism and dietary supplements, fish, meats,... (Meta-Analysis)
Meta-Analysis Review
BACKGROUND
Nicotinamide is the active form of vitamin B3 (niacin) obtained through endogenous synthesis, mainly through tryptophan metabolism and dietary supplements, fish, meats, grains, and dairy products. It participates in cellular energy metabolism and modulates multiple cellular survival and death pathways. Nicotinamide has been widely studied as a safe chemopreventive agent that reduces actinic keratosis (AKs) and non-melanoma skin cancers (NMSC).
METHODS
We used the Medline, EMBASE, PubMed, and Cochrane databases to search the concepts "nicotinamide", "chemoprevention", and "skin cancer" up to August 2023. Three independent authors screened titles and abstracts for intervention and study design before searching full texts for eligibility criteria. The primary outcome was the impact of oral nicotinamide on the incidence of NMSC in high-risk patients. We also conducted a systematic search to identify relevant epidemiological studies published evaluating dietary niacin intake and the risk of NMSC.
RESULTS
Two hundred and twenty-five studies were reviewed, and four met the inclusion criteria. There was no association between NAM consumption and risk for squamous cell carcinoma (SCC) (rate ratio (RR) 0.81, 95% CI 0.48-1.37; I = 0%), basal cell carcinoma (BCC) (RR 0.88, 95% CI 0.50-1.55; I = 63%), and NMSC (RR 0.82, 95% CI 0.61-1.12; I = 63%). Adverse events were rare and acceptable, allowing optimal compliance of patients to the treatment. We found only one article evaluating the association between niacin dietary intake and NMSC risk, supporting a potential beneficial role of niacin intake concerning SCC but not BCC or melanoma.
CONCLUSIONS
The present meta-analysis shows, by pooling immunocompetent and immunosuppressed patients, that there is insufficient evidence that oral nicotinamide therapy significantly reduces the number of keratinocyte cancers.
Topics: Animals; Humans; Niacinamide; Niacin; Chemoprevention; Skin Neoplasms; Carcinoma, Basal Cell; Carcinoma, Squamous Cell
PubMed: 38201930
DOI: 10.3390/nu16010100 -
BMC Cancer Oct 2023Previous studies reported inconsistent results regarding the association between keratinocyte carcinoma (KC) and exogenous hormone therapy. This study aimed to... (Meta-Analysis)
Meta-Analysis
Previous studies reported inconsistent results regarding the association between keratinocyte carcinoma (KC) and exogenous hormone therapy. This study aimed to investigate the association between the use of exogenous sex hormones and the risk of KC among women. The databases of PubMed, Ovid Medline, Cochrane, and Web of Science were searched until May 2023. A total of 5293 patients with KC and 106,424 controls were included for analysis. The meta-analysis indicated that oral contraceptives (OC) and hormonal replacement therapy (HRT) use were associated with an increased risk of squamous cell carcinoma (SCC) (OR/RR = 1.25, 95% CI 1.10 to 1.43, I = 41.6%, p = 0.080). Subgroup analysis showed that OC use increased the risk of SCC (OR/RR = 1.37, 95% CI 1.15 to 1.63), whereas no significant association was shown between HRT use and risk of SCC (OR/RR = 1.13, 95% CI 0.93 to 1.37). Additionally, OC and HRT use were linked to an increased risk of basal cell carcinoma (BCC) (OR/RR = 1.16, 95% CI 1.09 to 1.25, I = 30.1%, p = 0.188). Further subgroup analysis suggested both OC and HRT use were associated with an increased risk of BCC (OC: OR/RR = 1.13, 95% CI 1.01 to 1.25; HRT: OR/RR = 1.19, 95% CI 1.09 to 1.30). In conclusion, our findings support the hypothesis that the risk of KC among women may be affected by the use of exogenous hormones.
Topics: Humans; Female; Carcinoma, Basal Cell; Contraceptives, Oral; Carcinoma, Squamous Cell; Gonadal Steroid Hormones; Keratinocytes; Skin Neoplasms
PubMed: 37803321
DOI: 10.1186/s12885-023-11459-0 -
Clinical and Experimental Medicine Dec 2023The hyper-immunoglobulin E syndrome (HIES) is a primary immunodeficiency disease originally described as Job syndrome. The fundamental causative variant of the HIES is...
The hyper-immunoglobulin E syndrome (HIES) is a primary immunodeficiency disease originally described as Job syndrome. The fundamental causative variant of the HIES is an autosomal dominant mutation in the signal transducer and activator of transcription 3 (STAT3) gene. It is characterized by recurrent staphylococcal cold skin abscess, sinopulmonary infection, eczema, head and face anomalies, frequent bone fractures, eosinophilia and extremely high serum IgE levels (IgE ≥ 2000 IU/mL). However, multiple other genetic defects are also known as HIES-like disorders. Apart from infectious manifestations, STAT3, DOCK8 and TYK2 gene mutations are associated with various malignancies. The most common malignancies reported in these patients are lymphomas, including Hodgkin's and non-Hodgkin's lymphomas (NHL) of B and T cells. This systematic review aimed to investigate the prevalence of malignancies in HIES and the factors associated with malignancy in these patients. In this survey, all articles published until April 1st, 2023, in Scopus, PubMed and Web of Science databases based on three groups of keywords related to HIES syndrome and malignancy were reviewed by three different researchers. Finally, 26 articles were evaluated from which 24 papers were meta-analyzed. In the current study, the demographic information of 1133 patients with HIES, which was mentioned in 24 articles enrolled in the project, was collected, and the information related to patients who had malignancy was analyzed and meta-analyzed. A total of 96 patients out of 1133 studied patients had at least one type of malignancy, the overall prevalence of malignancies reported in the articles was 6.5% (95% confidence interval 4.1-9%), and the total prevalence of malignancy in patients with NHL type and patients with squamous cell carcinoma (SCC) was 2.9% (95% confidence interval 1.7-4.4%) and 2.2% (95% confidence interval 0.3-4.1%), respectively. The results of this study indicated that in 6.5% of cases, HIES was complicated with malignancy, and considering the higher rate of these malignancies in women as well as in DOCK8 mutation sufferers, it is necessary for physicians to be aware of this association and includes malignancy screening in follow-up and periodic examinations of these patients. Indeed, more studies in this field will help to clarify the precise figures and predisposing factors of the relationship between HIES and malignancy.
Topics: Humans; Female; Job Syndrome; Prevalence; Neoplasms; Immunoglobulin E; Lymphoma; Mutation; Guanine Nucleotide Exchange Factors
PubMed: 37924455
DOI: 10.1007/s10238-023-01228-5 -
European Urology Focus Dec 2023There are several procedures for surgical nodal staging in clinically node-negative (cN0) penile carcinoma. (Review)
Review
CONTEXT
There are several procedures for surgical nodal staging in clinically node-negative (cN0) penile carcinoma.
OBJECTIVE
To evaluate the diagnostic accuracy, perioperative outcomes, and complications of minimally invasive surgical procedures for nodal staging in penile carcinoma.
EVIDENCE ACQUISITION
A systematic review of the Medline, Embase, and Cochrane controlled trials databases and ClinicalTrials.gov was conducted. Published and ongoing studies reporting on the management of cN0 penile cancer were included without any design restriction. Outcomes included the false negative (FN) rate, the number of nodes removed, surgical time, and postoperative complications.
EVIDENCE SYNTHESIS
Forty-one studies were eligible for inclusion. Four studies comparing robot-assisted (RA-VEIL) and video-endoscopic inguinal lymphadenectomy (VEIL) to open inguinal lymph node dissection (ILND) were suitable for meta-analysis. A descriptive synthesis was performed for single-arm studies on modified open ILND, dynamic sentinel node biopsy (DSNB) with and without preoperative inguinal ultrasound (US), and fine-needle aspiration cytology (FNAC). DSNB with US + FNAC had lower FN rates (3.5-22% vs 0-42.9%) and complication rates (Clavien Dindo grade I-II: 1.1-20% vs 2.9-11.9%; grade III-V: 0-6.8% vs 0-9.4%) in comparison to DSNB alone. Favourable results were observed for VEIL/RA-VEIL over open ILND in terms of major complications (2-10.6% vs 6.9-40.6%; odds ratio [OR] 0.18; p < 0.01). Overall, VEIL/RA-VEIL had lower wound-related complication rates (OR 0.14; p < 0.01), including wound infections (OR 0.229; p < 0.01) and skin necrosis (OR 0.16; p < 0.01). The incidence of lymphatic complications varied between 20.6% and 49%.
CONCLUSIONS
Of all the surgical staging options, DSNB with inguinal US + FNAC had the lowest complication rates and high diagnostic accuracy, especially when performed in high-volume centres. If DSNB is not available, favourable results were also found for VEIL/RA-VEIL over open ILND. Lymphatic-related complications were comparable across open and video-endoscopic ILND.
PATIENT SUMMARY
We reviewed studies on different surgical approaches for assessing lymph node involvement in cases with penile cancer. The results show that a technique called dynamic sentinel node biopsy with ultrasound guidance and fine-needle sampling has high diagnostic accuracy and low complication rates. For lymph node dissection in penile cancer cases, a minimally invasive approach may offer favourable postoperative outcomes.
PubMed: 38071107
DOI: 10.1016/j.euf.2023.11.010 -
The British Journal of Dermatology May 2024Merkel cell carcinoma (MCC) is a rare, aggressive skin cancer that most commonly occurs in ultraviolet-exposed body sites. The epidemiology of MCC in different...
BACKGROUND
Merkel cell carcinoma (MCC) is a rare, aggressive skin cancer that most commonly occurs in ultraviolet-exposed body sites. The epidemiology of MCC in different geographies and populations is not well characterized.
OBJECTIVES
The objective of this systematic review is to summarize evidence on the incidence, mortality and survival rates of MCC from population-based studies.
METHODS
We searched MEDLINE, Embase, and the Cochrane Central Register of Controlled Trials from database inception to 6 June 2023. No geographic, age or date exclusions were applied. We included population-based studies of MCC that reported the incidence, survival or mortality rate, and also considered systematic reviews. A data-charting form was created and validated to identify variables to extract. Two reviewers then independently charted the data for each included study with patient characteristics, and estimates of incidence rate, mortality rate, and survival rate and assessed the quality of included studies using the Joanna Briggs Institute Checklist for Prevalence studies, Newcastle-Ottawa Scale and Assessment of Multiple Systematic Reviews. We abstracted age-, sex-, stage- and race-stratified outcomes, and synthesized comparisons between strata narratively and using vote counting. We assessed the certainty of evidence for those comparisons using the Grading of Recommendations, Assessments, Developments and Evaluations framework.
RESULTS
We identified 11 472 citations, of which 52 studies from 24 countries met our inclusion criteria. Stage I and the head and neck were the most frequently reported stage and location at diagnosis. The incidence of MCC is increasing over time (high certainty), with the highest reported incidences reported in southern hemisphere countries [Australia (2.5 per 100 000); New Zealand (0.96 per 100 000) (high certainty)]. Male patients generally had higher incidence rates compared with female patients (high certainty), although there were some variations over time periods. Survival rates varied, with lower survival and/or higher mortality associated with male sex (moderate certainty), higher stage at diagnosis (moderate-to-high certainty), older age (moderate certainty), and immunosuppression (low-to-moderate certainty).
CONCLUSIONS
MCC is increasing in incidence and may increase further given the ageing population of many countries. The prognosis of MCC is poor, particularly for male patients, those who are immunosuppressed, and patients diagnosed at higher stages or at an older age.
Topics: Carcinoma, Merkel Cell; Humans; Skin Neoplasms; Incidence; Survival Rate
PubMed: 37874770
DOI: 10.1093/bjd/ljad404