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1.
Ther Adv Med Oncol ; 16: 17588359241242406, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38559611

RESUMO

Immune checkpoint inhibitors (ICIs) and poly (ADP-ribose) polymerase (PARP) inhibitors have shown efficacy in various tumors. A significant therapeutic challenge with either ICIs or PARP inhibitors as monotherapy is treatment failure from intrinsic primary resistance or the development of secondarily acquired resistance after a period of responsiveness. The combination of PARP inhibitors and ICIs could mitigate this by potentiating treatment response. We describe an 83-year-old male patient who initially presented with abdominal pain, and weight loss along with alternating constipation and diarrhea. Imaging and biopsy revealed metastatic esophageal adenocarcinoma. Genomic testing revealed germline BRCA2 mutation. The patient initially underwent a few cycles of chemoimmunotherapy. However, due to intolerance to chemotherapy, the patient's case was discussed at a multidisciplinary molecular tumor board. He was switched to PARP inhibitor olaparib and ICI nivolumab. This combination led to a durable complete response. A combination of poly-ADP ribose polymerase inhibitor (PARPi) plus ICI may work in synergy through various mechanisms including enhanced neoantigen expression, release of immune-activating cytokines, and increased programmed death-ligand 1 expression. This may culminate in accentuated efficacy outcomes with a manageable safety profile. This exceptional response with ICI and PARPi in our case is consistent with the synergistic value of this combination, and prospective studies are warranted to definitively characterize clinical utility.

3.
Cancers (Basel) ; 16(6)2024 Mar 20.
Artigo em Inglês | MEDLINE | ID: mdl-38539558

RESUMO

Immune-related adverse events (irAEs) are the most common complication of immune checkpoint inhibitor (ICI) therapy. With the widespread use of ICIs in patients with solid tumors, up to 40% of the patients develop irAEs within five months of treatment, and 11% develop severe irAEs requiring interventions. A predictive test for irAEs would be a crucial tool for monitoring for complications during and after ICI therapy. We performed an extensive review of potential predictive biomarkers for irAEs in patients who received ICI therapy. Currently, only thyroid-stimulating hormone is utilized in common clinical practice. This is due to the unavailability of commercial tests and unclear predictive values from various studies. Given the lack of single strong predictive biomarkers, some novel approaches using composite scores using genomic, transcriptomics, cytokine levels, or clinical parameters appear appealing. Still, these have yet to be validated and incorporated into clinical practice. Further research conducted to validate the models before implementing them into real-world settings will be of the utmost importance for irAE prediction.

4.
Nat Commun ; 15(1): 1832, 2024 Feb 28.
Artigo em Inglês | MEDLINE | ID: mdl-38418452

RESUMO

PHF6 mutations (PHF6MT) are identified in various myeloid neoplasms (MN). However, little is known about the precise function and consequences of PHF6 in MN. Here we show three main findings in our comprehensive genomic and proteomic study. Firstly, we show a different pattern of genes correlating with PHF6MT in male and female cases. When analyzing male and female cases separately, in only male cases, RUNX1 and U2AF1 are co-mutated with PHF6. In contrast, female cases reveal co-occurrence of ASXL1 mutations and X-chromosome deletions with PHF6MT. Next, proteomics analysis reveals a direct interaction between PHF6 and RUNX1. Both proteins co-localize in active enhancer regions that define the context of lineage differentiation. Finally, we demonstrate a negative prognostic role of PHF6MT, especially in association with RUNX1. The negative effects on survival are additive as PHF6MT cases with RUNX1 mutations have worse outcomes when compared to cases carrying single mutation or wild-type.


Assuntos
Leucemia Mieloide Aguda , Neoplasias , Humanos , Masculino , Feminino , Proteínas Repressoras/genética , Subunidade alfa 2 de Fator de Ligação ao Core/genética , Subunidade alfa 2 de Fator de Ligação ao Core/metabolismo , Proteômica , Mutação , Leucemia Mieloide Aguda/genética
6.
Urol Oncol ; 42(2): 32.e17-32.e27, 2024 02.
Artigo em Inglês | MEDLINE | ID: mdl-38142208

RESUMO

OBJECTIVES: Partial nephrectomy (PN) is the reference standard for renal mass in a solitary kidney (RMSK), although factors determining functional recovery in this setting remain poorly defined. PATIENTS/METHODS: Single center, retrospective analysis of 841 RMSK patients (1975-2022) managed with PN with functional data, including 361/435/45 with cold/warm/zero ischemia, respectively. A total of 155 of these patients also had necessary studies for detailed analysis of parenchymal volume preserved. Acute kidney injury (AKI) was classified by RIFLE (Risk/Injury/Failure/Loss/Endstage). Recovery-from-ischemia (Rec-Ischemia) was defined as glomerular filtration rate (GFR) saved normalized by parenchymal volume saved. Logistic regression identified predictive factors for AKI and predictors of Rec-Ischemia were analyzed by multivariable linear regression. RESULTS: Overall, median preoperative GFR was 56.7 ml/min/1.73m2 and new-baseline and 5-year GFRs were 43.1 and 44.5 ml/min/1.73m2, respectively. Median follow-up was 55 months; 5-year dialysis-free survival was 97%. In the detailed analysis cohort, a primary focus of this study, median warm (n = 70)/cold (n = 85) ischemia times were 25/34 minutes, respectively; and median preoperative, new-baseline and 5-year GFRs were 57.8, 45.0, and 41.7 ml/min/1.73m2, respectively. Functional recovery correlated strongly with parenchymal volume preserved (r = 0.84, p < 0.001). Parenchymal volume loss accounted for 69% of the total median GFR decline associated with PN, leaving only 3 to 4 ml/min/1.73m2 attributed to ischemia and other factors. AKI occurred in 52% of patients and the only independent predictor of AKI was ischemia time. Independent predictors of reduced Rec-Ischemia were increased age, warm ischemia, and AKI. CONCLUSION: The main determinant of functional recovery after PN in RMSK is parenchymal volume preservation. Type/duration of ischemia, AKI, and age also correlated, although altogether their contributions were less impactful. Our findings suggest multiple opportunities for optimizing functional outcomes although preservation of parenchymal volume remains predominant. Long-term function generally remains stable with dialysis only occasionally required.


Assuntos
Injúria Renal Aguda , Neoplasias Renais , Rim Único , Humanos , Rim/cirurgia , Neoplasias Renais/cirurgia , Rim Único/complicações , Rim Único/cirurgia , Estudos Retrospectivos , Nefrectomia , Isquemia Quente , Isquemia , Taxa de Filtração Glomerular
7.
J Womens Health (Larchmt) ; 32(12): 1328-1339, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37856152

RESUMO

Background: Endometriosis is a common disease affecting 10% of reproductive-age women globally and is associated with chronic systemic inflammation. Some studies suggest that women with endometriosis have a higher risk of cardiovascular disease, whereas others have conflicting findings. This study aims to further investigate the association between endometriosis and cardiovascular disease. Methods: A systematic review was conducted using the EMBASE and MEDLINE databases from inception to October 2022. The search strategy comprised terms for "endometriosis" and "cardiovascular disease." Eligible studies had to include one group of patients with endometriosis and another group of individuals without endometriosis. The study must then compare the incidence or prevalence of cardiovascular disease (major adverse cardiovascular events [MACE], ischemic heart disease [IHD], cerebrovascular accident [CVA], or peripheral artery disease [PAD]). Results: A total of 5,401 articles were identified, and 9 studies were eligible for meta-analysis. Pooled analysis showed an increased prevalence of IHD (pooled odds ratio [OR]: 1.22; 95% confidence interval [95% CI]: 0.74-2.02), CVA (pooled OR: 1.28; 95% CI: 1.07-1.53), and PAD (pooled OR: 1.55; 95% CI: 1.35-1.78). Pooled analysis showed an increased incidence of MACE (pooled hazard ratio [HR]: 1.23; 95% CI: 1.14-1.33), IHD (pooled HR: 1.43; 95% CI: 1.28-1.59), and CVA (pooled HR: 1.20; 95% CI: 1.11-1.30). Conclusions: This systematic review and meta-analysis found a statistically significant association between endometriosis and increased risk of cardiovascular disease (MACE, IHD, CVA, PAD).


Assuntos
Doenças Cardiovasculares , Endometriose , Isquemia Miocárdica , Acidente Vascular Cerebral , Humanos , Feminino , Doenças Cardiovasculares/epidemiologia , Endometriose/epidemiologia , Isquemia Miocárdica/epidemiologia , Acidente Vascular Cerebral/epidemiologia
8.
Curr Treat Options Oncol ; 24(11): 1580-1597, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37843628

RESUMO

OPINION STATEMENT: Multiple treatment options are now approved for unresectable hepatocellular carcinoma (HCC). An immune checkpoint inhibitor (ICI)-containing regimen should be highly considered as the first-line treatment when there is no contraindication, especially in those with hepatitis virus-related HCC, due to proven superior overall survival (OS) compared to sorafenib. Atezolizumab plus bevacizumab and durvalumab plus tremelimumab remain the treatment of choice among all ICI-containing regimens, unless contraindications to either of the medications exist. Although sorafenib is still the only medication currently approved for select patients with Child-Pugh B (CP) HCC in the first-line setting, atezolizumab plus bevacizumab is being studied in this patient population. Moreover, patients with post-liver transplantation recurrence may benefit from tyrosine kinase inhibitors (TKIs), while more studies are still needed to determine the safety of ICIs in this setting. Interestingly, multiple potential biomarkers, including tumor mutational burden (TMB), microsatellite instability (MSI) status, and PD-L1 expression level, have inconsistently predicted response to ICIs in patients with HCC. Limited evidence is available to guide treatment choice in later-line settings after progressing on ICIs, and decisions should be based on the safety profile of the treatment regimen and patient preference. Multiple trials are ongoing to elucidate the optimal treatment sequence. Of note, we believe that TKIs (e.g., cabozantinib, regorafenib, lenvatinib, and sorafenib) could be more beneficial in later-line settings to broaden inhibition of other pathways apart from vascular endothelial growth factor (VEGF). When conventional treatment options are exhausted, tissue biopsy may be helpful to reveal rare targetable mutations, such as RET gene fusions.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/etiologia , Carcinoma Hepatocelular/genética , Sorafenibe , Bevacizumab , Fator A de Crescimento do Endotélio Vascular , Neoplasias Hepáticas/etiologia , Neoplasias Hepáticas/genética
9.
Indian J Dermatol ; 68(4): 359-365, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37822371

RESUMO

Background: Patients with hidradenitis suppurativa (HS) may have a higher risk of coronary artery disease (CAD) due to the excessive inflammatory burden. However, data on this association is still relatively limited. Aims: To investigate the association between HS and risk of prevalent and incident CAD by combining result from all available studies using systematic review and meta-analysis technique. Materials and Methods: Potentially eligible studies were identified from Medline and EMBASE databases from inception to November 2021 using search strategy that comprised of terms for 'hidradenitis suppurativa' (HS) and 'coronary artery disease' (CAD). Eligible study must be cohort study that consisted of one cohort of patients with HS and another cohort of individuals without HS. The study must report incidence or prevalence of CAD in both groups. The retrieved point estimates with standard errors from each study were summarized into pooled result using random-effect model and generic inverse variance method. Meta-analyses of the prevalent and incident CAD were conducted separately. Results: A total of 876 articles were identified. After two rounds of independent review by three investigators, seven cohort studies (four incident studies and three prevalent studies) met the eligibility criteria and were analysed in the meta-analyses. The meta-analysis found a significantly elevated risk of both incident and prevalent CAD in patients with HS compared to individuals without psoriasis with the pooled risk ratio of 1.38 (95% CI, 1.21-1.58; I2 83%) and 1.70 (95% CI, 1.13-2.57; I2 89%), respectively. Limitations: Limited accuracy of diagnosis of HS and CSD as most included studies relied on diagnostic codes and high between-study statistical heterogeneity. Conclusions: The current systematic review and meta-analysis found a significantly increased risk of both prevalent and incident CAD among patients with HS.

10.
Mediterr J Rheumatol ; 34(2): 121-128, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37654642

RESUMO

Introduction: The association between systemic lupus erythematosus (SLE) and chronic urticaria (CU) has been suggested in the literature although the amount of evidence is still relatively limited. We aimed to combine all available studies on this association using systematic review and meta-analysis technique. Methods: Potentially eligible studies were identified from Medline and EMBASE from inception to February 2023 using search strategy that comprised of terms for "chronic urticaria" and "systemic lupus erythematosus". The eligible study must consist of one group of patients with CU and another group of comparators without CU and must compare the prevalence of SLE in each group and report effect size with 95% confidence intervals (95% CIs). We extracted such data from each study to calculate a pooled odds ratio using the generic inverse variance method with random-effect model. Funnel plot was used to evaluate publication bias. Newcastle-Ottawa Scale was used to appraise the methodological quality of the included studies. Results: A total of 5,155 articles were identified. After two rounds of independent review by four investigators, five studies met the eligibility criteria and were included in the meta-analysis. The meta-analysis found an increased prevalence of SLE among patients with CU compared with individuals without CU with the pooled odds ratio of 5.03 (95% CI, 2.57-9.85, I2 of 93%). Conclusion: This systematic review and meta-analysis found that patients with CU had a significantly increased risk of SLE compared to individuals without CU.

11.
Int J Endocrinol ; 2023: 5544148, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37731773

RESUMO

Objective: To summarize the characteristics of all reported patients with hypophosphatasia (HPP) who sustained atypical femoral fracture (AFF) and identify all available evidence to quantify the rate of coexistence between HPP and AFF. Methods: Potentially eligible articles were identified from the MEDLINE and EMBASE databases from its inception to September 2022, using a search strategy consisting of terms related to "Hypophosphatasia" and "Atypical femoral fracture." Eligible articles must report one of the following information: (1) individual data of patients diagnosed with HPP and AFF, (2) prevalence of HPP among patients with AFF, or (3) prevalence of AFF among patients of HPP. Characteristics of patients reported in each study were extracted. Results: A total of 148 articles were identified. After the systematic review, 24 articles met the eligibility criteria. A total of 28 patients with AFF and HPP were identified. The mean ± SD age of the reported patients was 53.8 ± 12.5 years, and 22 patients (78.6%) were female. Nine patients (32.1%) received antiresorptive medication (bisphosphonate and/or denosumab), and two patients (7.1%) received teriparatide prior to the development of AFF. Seven (25.0%) and eighteen (64.3%) patients sustained unilateral and bilateral AFF, respectively (laterality not reported in three cases). Thirteen patients (46.4%) had a history of fractures at other sites. Four (14.3%) and seven (25.0%) patients received asfotase alfa and teriparatide after sustaining AFF. Two studies reported the prevalence of AFF among patients with HPP of approximately 10%. One study reported one HPP patient in a cohort of 72 patients with AFF. Conclusions: Based on the limited evidence, AFF occurred in up to 10% of patients with HPP. Based on the 28 case reports, about two-thirds did not receive antiresorptive treatment, suggesting that the HPP itself could potentially be a risk factor for AFF.

12.
Leukemia ; 37(10): 2082-2093, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37634012

RESUMO

Complete or partial deletions of chromosome 7 (-7/del7q) belong to the most frequent chromosomal abnormalities in myeloid neoplasm (MN) and are associated with a poor prognosis. The disease biology of -7/del7q and the genes responsible for the leukemogenic properties have not been completely elucidated. Chromosomal deletions may create clonal vulnerabilities due to haploinsufficient (HI) genes contained in the deleted regions. Therefore, HI genes are potential targets of synthetic lethal strategies. Through the most comprehensive multimodal analysis of more than 600 -7/del7q MN samples, we elucidated the disease biology and qualified a list of most consistently deleted and HI genes. Among them, 27 potentially synthetic lethal target genes were identified with the following properties: (i) unaffected genes by hemizygous/homozygous LOF mutations; (ii) prenatal lethality in knockout mice; and (iii) vulnerability of leukemia cells by CRISPR and shRNA knockout screens. In -7/del7q cells, we also identified 26 up or down-regulated genes mapping on other chromosomes as downstream pathways or compensation mechanisms. Our findings shed light on the pathogenesis of -7/del7q MNs, while 27 potential synthetic lethal target genes and 26 differential expressed genes allow for a therapeutic window of -7/del7q.


Assuntos
Transtornos Mieloproliferativos , Neoplasias , Animais , Camundongos , Deleção Cromossômica , Aberrações Cromossômicas , Genes Supressores de Tumor , Genômica
14.
Indian J Med Res ; 157(6): 543-548, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37530309

RESUMO

Background & objectives: Statin use has been shown to be associated with a decreased risk of several types of cancer, however, the data on diffuse large B-cell lymphoma (DLBCL) are still inconclusive. This study aimed to systematically summarize all available data on this association and conduct a meta-analysis on the same. Methods: A systematic review was performed using EMBASE and MEDLINE databases from inception upto October 2019 with a search strategy that included terms such as 'statin' and 'DLBCL'. Eligible studies included either case-control or cohort studies that reported the association between statin use and the risk of DLBCL. Relative risk, odds ratio (OR), hazard: risk ratio or standardized incidence ratio of this association and standard error were extracted and combined for calculating the pooled effect estimate using random-effects, generic inverse variance method. Results: A total of 1139 articles were screened. Of these six studies satisfied the inclusion criteria and were included for the meta-analysis. Statin use was associated with a significantly reduced risk of DLBCL with the pooled OR of 0.70 (95% confidence interval, 0.56-0.88; I[2]=70%). The funnel plot (fairly symmetric) was not suggestive of the presence of a publication bias. Interpretation & conclusions: The present systematic review and meta-analysis found that statin use is associated with a 30 per cent reduced odds of DLBCL. However, the pooled analysis utilized data from observational studies so causation cannot be concluded upon. Hence, it suggested that randomized-controlled studies are still needed to confirm this potential benefit.


Assuntos
Inibidores de Hidroximetilglutaril-CoA Redutases , Linfoma Difuso de Grandes Células B , Humanos , Inibidores de Hidroximetilglutaril-CoA Redutases/efeitos adversos , Linfoma Difuso de Grandes Células B/tratamento farmacológico , Linfoma Difuso de Grandes Células B/epidemiologia , Risco , Estudos de Coortes
15.
J Hematol Oncol ; 16(1): 91, 2023 08 03.
Artigo em Inglês | MEDLINE | ID: mdl-37537667

RESUMO

BACKGROUND: TP53 mutations (TP53MT) occur in diverse genomic configurations. Particularly, biallelic inactivation is associated with poor overall survival in cancer. Lesions affecting only one allele might not be directly leukemogenic, questioning the presence of cryptic biallelic subclones in cases with dismal prognosis. METHODS: We have collected clinical and molecular data of 7400 patients with myeloid neoplasms and applied a novel model by identifying an optimal VAF cutoff using a statistically robust strategy of sampling-based regression on survival data to accurately classify the TP53 allelic configuration and assess prognosis more precisely. RESULTS: Overall, TP53MT were found in 1010 patients. Following the traditional criteria, 36% of the cases were classified as single hits, while 64% exhibited double hits genomic configuration. Using a newly developed molecular algorithm, we found that 579 (57%) patients had unequivocally biallelic, 239 (24%) likely contained biallelic, and 192 (19%) had most likely monoallelic TP53MT. Interestingly, our method was able to upstage 192 out of 352 (54.5%) traditionally single hit lesions into a probable biallelic category. Such classification was further substantiated by a survival-based model built after re-categorization. Among cases traditionally considered monoallelic, the overall survival of those with probable monoallelic mutations was similar to the one of wild-type patients and was better than that of patients with a biallelic configuration. As a result, patients with certain biallelic hits, regardless of the disease subtype (AML or MDS), had a similar prognosis. Similar results were observed when the model was applied to an external cohort. In addition, single-cell DNA studies unveiled the biallelic nature of previously considered monoallelic cases. CONCLUSION: Our novel approach more accurately resolves TP53 genomic configuration and uncovers genetic mosaicism for the use in the clinical setting to improve prognostic evaluation.


Assuntos
Leucemia Mieloide Aguda , Proteína Supressora de Tumor p53 , Humanos , Mutação , Prognóstico , Proteína Supressora de Tumor p53/genética , Leucemia Mieloide Aguda/genética
16.
Nat Commun ; 14(1): 3136, 2023 05 30.
Artigo em Inglês | MEDLINE | ID: mdl-37253784

RESUMO

Genomic mutations drive the pathogenesis of myelodysplastic syndromes and acute myeloid leukemia. While morphological and clinical features have dominated the classical criteria for diagnosis and classification, incorporation of molecular data can illuminate functional pathobiology. Here we show that unsupervised machine learning can identify functional objective molecular clusters, irrespective of anamnestic clinico-morphological features, despite the complexity of the molecular alterations in myeloid neoplasia. Our approach reflects disease evolution, informed classification, prognostication, and molecular interactions. We apply machine learning methods on 3588 patients with myelodysplastic syndromes and secondary acute myeloid leukemia to identify 14 molecularly distinct clusters. Remarkably, our model shows clinical implications in terms of overall survival and response to treatment even after adjusting to the molecular international prognostic scoring system (IPSS-M). In addition, the model is validated on an external cohort of 412 patients. Our subclassification model is available via a web-based open-access resource ( https://drmz.shinyapps.io/mds_latent ).


Assuntos
Leucemia Mieloide Aguda , Síndromes Mielodisplásicas , Transtornos Mieloproliferativos , Humanos , Síndromes Mielodisplásicas/diagnóstico , Síndromes Mielodisplásicas/genética , Síndromes Mielodisplásicas/patologia , Mutação , Leucemia Mieloide Aguda/diagnóstico , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/patologia
17.
Cureus ; 15(4): e37956, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37220456

RESUMO

Tumor lysis syndrome (TLS) is a well-known oncologic emergency. It is a constellation of metabolic derangements usually observed in hematological malignancies due to rapid cell lysis, typically due to chemotherapy or radiotherapy initiation. Spontaneous TLS is an unusual complication in solid malignancies, and only a few cases have previously been reported for spontaneous TLS in gynecological malignancies. We report a case of TLS in a 50-year-old female patient shortly after resection of high-grade uterine sarcoma. We review previous TLS cases in uterine malignancies and the associated morbidity and mortality.

18.
Curr Rheumatol Rev ; 19(4): 496-503, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37066776

RESUMO

OBJECTIVE: This study was conducted to determine the association between gastroesophageal reflux disease (GERD) and rheumatoid arthritis (RA) by pooling the evidence from all available studies. METHODS: Potentially eligible studies were identified from MEDLINE and EMBASE database from inception to April 2021 employing a search strategy that consisted of terms for "Rheumatoid Arthritis" and "Gastroesophageal Reflux Disease". Eligible studies for the meta-analysis were recruited with conditions of being cohort studies that included rheumatoid arthritis and without rheumatoid arthritis individuals. Together with this, prevalence of GERD in both groups and the odds ratio (OR) comparing the prevalence of GERD between the two cohorts have been reported. The retrieved point estimates with standard errors from each study were pooled into the final result by the random-effect model and generic inverse variance method as described by DerSimonian and Laird. RESULTS: A total of 3,646 articles were identified. After two rounds of independent review by two investigators, five cohort studies were included in the meta-analysis as they met the eligibility criteria. The pooled analysis demonstrated a significant association between RA and GERD with the pooled odds ratio of 1.98 (95% CI, 1.49 - 2.65). High statistical heterogeneity with I2 of 83% was observed. The funnel plot was symmetric and publication bias was not observed. CONCLUSION: This systematic review and meta-analysis found a significant association between GERD and RA.


Assuntos
Artrite Reumatoide , Refluxo Gastroesofágico , Humanos , Prevalência , Refluxo Gastroesofágico/epidemiologia , Artrite Reumatoide/complicações , Artrite Reumatoide/epidemiologia , Razão de Chances , Estudos de Coortes , Fatores de Risco
19.
Res Sq ; 2023 Mar 09.
Artigo em Inglês | MEDLINE | ID: mdl-36945617

RESUMO

Background: TP53 mutations ( TP53 MT ) occur in diverse genomic configurations. Particularly, biallelic inactivation is associated with poor overall survival in cancer. Lesions affecting only one allele might not be directly leukemogenic, questioning the presence of cryptic biallelic subclones in cases with dismal prognosis. Methods: We have collected clinical and molecular data of 7400 patients with myeloid neoplasms and applied a novel model to properly resolve the allelic configuration of TP53 MT and assess prognosis more precisely. Results: Overall, TP53 MT were found in 1010 patients. Following the traditional criteria, 36% of cases were classified as single hits while 64% exhibited double hits genomic configuration. Using a newly developed molecular algorithm, we found that 579 (57%) patients had unequivocally biallelic, 239 (24%) likely contained biallelic, and 192 (19%) had most likely monoallelic TP53 MT . Such classification was further substantiated by a survival-based model built after re-categorization. Among cases traditionally considered monoallelic, the overall survival of those with probable monoallelic mutations was similar to the one of wild-type patients and was better than that of patients with a biallelic configuration. As a result, patients with certain biallelic hits, regardless of the disease subtype (AML or MDS), had a similar prognosis. Similar results were observed when the model was applied to an external cohort. These results were recapitulated by single-cell DNA studies, which unveiled the biallelic nature of previously considered monoallelic cases. Conclusion: Our novel approach more accurately resolves TP53 genomic configuration and uncovers genetic mosaicism for the use in the clinical setting to improve prognostic evaluation.

20.
iScience ; 26(3): 106238, 2023 Mar 17.
Artigo em Inglês | MEDLINE | ID: mdl-36926651

RESUMO

RNA splicing dysfunctions are more widespread than what is believed by only estimating the effects resulting by splicing factor mutations (SFMT) in myeloid neoplasia (MN). The genetic complexity of MN is amenable to machine learning (ML) strategies. We applied an integrative ML approach to identify co-varying features by combining genomic lesions (mutations, deletions, and copy number), exon-inclusion ratio as measure of RNA splicing (percent spliced in, PSI), and gene expression (GE) of 1,258 MN and 63 normal controls. We identified 15 clusters based on mutations, GE, and PSI. Different PSI levels were present at various extents regardless of SFMT suggesting that changes in RNA splicing were not strictly related to SFMT. Combination of PSI and GE further distinguished the features and identified PSI similarities and differences, common pathways, and expression signatures across clusters. Thus, multimodal features can resolve the complex architecture of MN and help identifying convergent molecular and transcriptomic pathways amenable to therapies.

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