Clinical and genetic characterization of cancer patients with multiple germline variants.

2021 ◽  
Vol 39 (15_suppl) ◽  
pp. e22523-e22523
Author(s):  
Hong Zheng ◽  
Min Gao ◽  
Weijiao Gao ◽  
Nan Zhang ◽  
Hongguo Wang ◽  
...  

e22523 Background: Hereditary tumors are generally monogenic diseases with autosomal dominant inheritance. However, we noticed that some individuals may harbor ≥2 germline mutations in one or multiple genes, which remains to be explored. Methods: Genetic mutations were reviewed in more than 50,000 cancer patients who underwent hybridization capture based next-generation sequencing (NGS). Germline variants were interpreted following ACMG guideline, and only pathogenic and likely pathogenic variants were included in this study. Results: Multiple germline variants were identified in 42 individuals with the detection rate of 0.075%. The median age at diagnosis was 48 years (range 31-73). Two thirds of patients were female and 26.2% of patients has cancer family history. Prostate cancer is the most common cancer type (0.6%, 2/332), followed by carcinomas of ovarian or fallopian tube (0.48%, 7/1461), breast (0.24%, 8/3302), pancreas (0.2%, 2/982) and so on. Surprisingly, 7 patients with lung cancer also harbored ≥2 germline mutations (0.02%). Most of these germline variants affected DNA damage repair pathways [75.6% homologous recombination repair (HR), 8.1% mismatch repair (MMR), 1.2% base excision repair (BER)]. Four patients had two germline variants identified on a single gene (2 ATM, 1 BRCA1, 1 BRCA2). Three variants were identified in 2 patients, and 2 variants were identified in the remaining 36 patients. Two or more germline variants in HRR pathway were identified in 64.3% of patients, among which 18.5% patients had BRCA1+ BRCA2 double variants. The efficacy of poly ADP-ribose polymerase inhibitors (PARPi) in this specific population should raise concern. Besides, double variants in HRR and MMR pathway were found in 5 patients, which suggested the potential benefit of immunotherapy and PARPi combination therapy. Conclusions: In addition to identify variants contributing to the personal and family cancer history, NGS can accidentally identify germline variants that may suggest the susceptibility of other hereditary tumors. Multiple variants on HRR or MMR genes may have important implications for the treatment strategy for these patients.

2019 ◽  
Vol 37 (15_suppl) ◽  
pp. e13020-e13020
Author(s):  
Yinjie Zhang ◽  
Xicheng Wang ◽  
Changbin Zhu ◽  
Xiaotian Zhang ◽  
Qing Wei ◽  
...  

e13020 Background: Gastric carcinoma is one of the most common malignancies in east asian. Previous studies demonstrated around 10% of patients with gastric cancer were found to have pathogenic germline variants. While, predisposition genes of gastric cancer in Chinese patients are still largely unknown. Thus, we aim to delineate prevalence of deleterious germline mutations in Chinese gastric patients with hereditary high-risk familial cancer history. We also aim to analyze clinical relevance of deleterious germline mutations. Methods: Forty index cases were recruited from 7 institutions in China. DNA samples extracted from blood specimens were captured using a 171-cancer predisposition gene panel and then sequenced by MGI-SEQ 2000 platform. Germline variants were determined to be deleterious according to the ACMG 2015 guidelines. Pathogenic and Likely pathogenic germline variants were further validated by Sanger sequencing. Results: 12 of 40 (30%) probands had 13 pathogenic/likely pathogenic germline variants involving 11 different genes: CHEK2 (n = 2), SPINK1 (n = 2), BLM (n = 1), CDH1(n = 1), EXT2 (n = 1), MLH1 (n = 1), MSH2(n = 1), MUTYH (n = 1), PALB2 (n = 1), NF1 (n = 1), ERCC2 (n = 1). For patients with multiple primary cancers, pathogenic germline alterations were exclusively presented (5 out of 12) (P=0.003). Besides,27 germline variants (like EPCAM, RAD54B, FANCD2, FANCA) with uncertain significance in 15 patients were predicated to be deleterious via in silico predictors. Conclusions: This multi-institutional study identified 30% (12/40) of Chinese gastric cancer patients with family history to have deleterious germline alterations. And potential deleterious variants were also identified. Our data illustrates a significantly distinguished spectrum of germline variants compared with Caucasian ones. This may indicate unique carcinogenesis of gastric cancer in Chinese patients. Since patients with pathogenic or likely pathogenic germline variants have dismal clinical outcome and higher rate of multi-cancer occurrence, genetic counseling of gastric cancer should be considered for individuals with family history at their early age.


2020 ◽  
Vol 38 (15_suppl) ◽  
pp. e24200-e24200
Author(s):  
Fauzia Ullah ◽  
Emily Brugioni ◽  
Matthew M Gannon ◽  
Hayden L Smith ◽  
Joshua Cole Lukenbill

e24200 Background: The Distress Thermometer (DT) is a tool used to evaluate distress among cancer patients. The DT can provide information for intervention recommendations such as social work, psychological, and other ancillary services. The National Comprehensive Cancer Network (NCCN) recommends recurrent use of the tool. The DT is widely used as a standard of care for an initial screening of cancer patients, but data on subsequent use is lacking. The aim of this research was to evaluate repeat DT scores in a heterogeneous cancer patient population. Methods: Clinical investigators conducted a longitudinal study of DT ratings for cancer patients receiving outpatient care at a community-based oncology subspecialty practice in a mid-sized city from 2018 to 2019. Study objectives included reviewing referrals and evaluating the relationship between the initial screening and the screening at the 6-month checkup. The Distress Thermometer was used (i.e., 0-10; zero is “no distress” and ten “extreme distress”) with scores of four or greater regarded as a signal of greater risk for patient distress. Results: The study sample included 79 patients with an average score of 4.3 and 4.0 at baseline and the 6-month screening, respectively. Patient referrals included physical and emotional therapy (n=1) or social/psychosocial worker assessment (n=26). Patients with a documented referral had a crude 1.7 (95% CI: 0.6, 3.3) greater point decrease in scores compared to patients not offered a service referral. When adjusting for baseline scores and the time between scores, referral accounted for 1% (95% CI: 0%, 14%) of variability in score changes, while baseline scores accounted for 40% (95% CI: 22%, 52%) and time accounted for 3% (95% CI: 0%, 14%). Conclusions: Study results reveal a possible decrease in higher scores from the initial screening to the 6-month check-up. Patients with a referral did not have their service utilization confirmed and this study failed to show an additional decrease in scores based on referrals when controlling for baseline score and time. Most previous research has focused on one specific cancer type. This study revealed the possible importance in understanding DT scores in a heterogenous cancer patient population. Furthermore, large scale research is needed to confirm preliminary data and further expound on distress at initial and subsequent screenings after interventions. A better understanding of this content area may function to improve future care and patient well-being.


2019 ◽  
Vol 37 (15_suppl) ◽  
pp. e13041-e13041
Author(s):  
Junlong Wu ◽  
Yu Wei ◽  
Changbin Zhu ◽  
Bo Dai ◽  
Xiaojian Qin ◽  
...  

e13041 Background: Prostate cancer is a worldwide most occurred malignancy in male population. Genetic aberrations of homologous recombination repair (HRR) pathway were proved to be associated with aggressive disease and poorer outcome but may also lead cancer cells more vulnerable to PARP inhibitors. Other than HRR, germline variants in mismatch repair (MMR), nucleotide excision repair (NER) were also identified. Thus, it is important to clarify the distribution of germline alterations of DDR pathways in Chinese prostate cancer patients. Methods: Sixty-five prostate cancer patients unselected for family history, stage of disease, or age at diagnosis were collected. DNA from peripheral blood was extracted. Whole-exon was captured and sequenced subsequently using MGI-SEQ 2000 platform. A total of 229 DDR genes were selected for further analysis. Germline variants were determined to be deleterious according to the ACMG 2015 guidelines. Results: Ten of 65 patients (15.38%) had 7 pathogenic/likely pathogenic germline variants involving 5 different genes: FANCD2 (n = 5), BRCA2 (n = 3), CHEK2 (n = 1), ATM (n = 1) and RECQL (n = 1). Nine patients (13.84%) carried variants predicated to be deleterious via in silico predicators. Taken together, deleterious/potential deleterious germline variants were categorized into 5 DDR pathways which were Fanconi Anemia (9.2%), HRR (9.2%), MMR (4.6%), BER (4.6%) and NER (1.5%). Patients with pathogenic/likely pathogenic germline variants had tendency to be early-onset (mean age [range] at diagnosis, 52[43-67] versus 64[37-80] years, P = 0.001). PSA level at initial diagnosis and self-reported family history did not have significant difference between deleterious mutation carriers and non-carriers (P = 0.396 for PSA level, P = 0.753 for family history). Moreover, metastasis and Gleason score were not associated with deleterious germline variants. Conclusions: Our data showed approximately 52% DDR mutation occurred in other DNA repair pathways besides HRR and MMR, which was a unique spectrum of germline variants in Chinese prostate cancer patients. This indicated distinct genetic etiology and potential therapeutic targets of prostate cancer in Chinese population. Moreover, early-onset in patients with deleterious germline variants is an important clinical character. Whole DDR pathway genes’ testing and counseling should be considered for application for young individuals.


Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 30-31
Author(s):  
Sebastià Franch-Expósito ◽  
Preethi Srinivasan ◽  
Ryan Ptashkin ◽  
Chaitanya Bandlamudi ◽  
Kelly L. Bolton ◽  
...  

Clonal hematopoiesis (CH), defined by expansion of clones in the hematopoietic system, has been linked to internal (aging) and external (smoking and oncologic therapy) factors in patients with advanced solid tumors. The effects of inherited variants, however, have yielded inconclusive results in few studies so far. While comparison of CH prevalence between monozygotic and dizygotic pairs failed to detect genetic predisposition to CH, others have shown associations with germline variants near TERT and TET2, and a potential link between pathogenic CHEK2 germline variants and CH has been proposed. Here, utilizing prospective tumor-blood paired sequencing data from a large institutional clinical cohort, we link inherited pathogenic variants in cancer predisposition genes to CH and show interactions between germline and somatic mutations in DNA damage repair (DDR) genes. We analyzed sequencing data from 32,748 cancer patients who have undergone MSK-IMPACT testing using paired tumor and blood samples to study the associations between CH and rare pathogenic and likely-pathogenic (P/LP) germline variants. P/LP germline mutations were identified in the blood using an in-house developed random forest algorithm, trained using known P/LP mutations. Following joint anonymization of P/LP germline mutations and CH variants, linear regression models by gene were used to test for associations, accounting for known CH confounders. In our cohort, 9,697 patients (29.6%) harbored at least one CH mutation, while P/LP germline variants were detected in 1,793 of these CH patients. P/LP germline variants in CHEK2 (OR=1.29, p=4.49x10-2) were found to be significantly associated with CH in a pan-cancer analysis. Interestingly, germline P/LP and CH co-mutations in CHEK2 were very rare; we identified only one patient with CH and germline mutations in CHEK2 out of 161 patients with germline CHEK2 mutations, compared to 304 patients with CH CHEK2 mutation when CHEK2 is wild-type in the germline. In contrast, ATM and TP53 showed increased number of patients with co-mutations in P/LP germline and CH mutations in the same gene, with 14 out of 84 patients with germline mutations in ATM compared to 254 when not mutated (OR=7.05, p=2.08x10-7) , and 3 out of 16 compared to 387 for TP53 (OR=10.94, p=5.44x10-3). Further, we found mutual exclusivity between CHEK2 P/LP germline variants and CH mutations in PPM1D (OR=0.18, p=1.79x10-2). This relationship was replicated by comparing CHEK2 germline mutations and somatic PPM1D mutations in the solid tumor samples within the same cohort and same pattern of mutual exclusivity also persisted in comparisons of other DDR pathway genes (i.e. ATM vs PPM1D and TP53 vs PPM1D). When studying specific cancer types, a significant association between CHEK2 P/LP germline variants and CH in breast cancer patients was also identified (OR=2.33, p=2.64x10-3). Furthermore, trends between germline mutations in ATM and CH rates in breast cancer (OR=1.84, p=9.82x10-2) and lung adenocarcinoma (OR=2.22, p=8.91x10-2) patients were observed. Our results support the already reported link between rare pathogenic germline mutations in CHEK2 with CH in cancer patients, with stronger association among breast cancer patients (Comen E. et al, 2019). Moreover, this study suggests a close relationship between inherited variants and CH mutations within the DDR genes in solid tumor patients and points out to interesting mutual exclusivity patterns between these same genes. Intriguingly, hematopoietic stem cells have been largely related to proficient DDR systems in order to regulate HSC maintenance and tissue homeostasis in the hematopoietic system. All in all, associations identified in this study might translate into enhanced clinical surveillance for CH and associated comorbidities cancer patients harboring these germline mutations. Disclosures Bolton: GRAIL: Research Funding. Papaemmanuil:Novartis: Consultancy, Honoraria; Celgene: Consultancy, Honoraria, Research Funding; Illumina: Consultancy, Honoraria; Prime Oncology: Consultancy, Honoraria; Isabl: Current equity holder in private company, Membership on an entity's Board of Directors or advisory committees; Kyowa Hakko Kirin: Consultancy, Honoraria; MSKCC: Patents & Royalties. Levine:Prelude Therapeutics: Research Funding; Qiagen: Current equity holder in publicly-traded company, Membership on an entity's Board of Directors or advisory committees; Janssen: Consultancy; Astellas: Consultancy; Morphosys: Consultancy; Novartis: Consultancy; Amgen: Honoraria; Gilead: Honoraria; Roche: Consultancy, Honoraria, Research Funding; Lilly: Consultancy, Honoraria; Celgene: Consultancy, Honoraria, Research Funding; C4 Therapeutics: Current equity holder in private company, Membership on an entity's Board of Directors or advisory committees; Loxo: Current equity holder in private company, Membership on an entity's Board of Directors or advisory committees; Isoplexis: Current equity holder in private company, Membership on an entity's Board of Directors or advisory committees; Imago: Current equity holder in private company, Membership on an entity's Board of Directors or advisory committees. Berger:Illumina: Research Funding; Grail: Research Funding; Roche: Consultancy. Zehir:Illumina: Honoraria; Memorial Sloan Kettering Cancer Center: Current Employment.


2018 ◽  
Vol 40 (4) ◽  
pp. 323-327 ◽  
Author(s):  
F Tas ◽  
S Karabulut ◽  
K Erturk ◽  
D Duranyildiz

Aim: Caveolin-1 plays a significant role in the pathogenesis of various carcinomas and its expression affects the survival of cancer patients. However, the molecular function of caveolin-1 and its possible clinical importance has remained uncertain in gastric cancer. No clinical trial has examined serum caveolin-1 levels in gastric cancer patients so far, instead all available results were provided from studies conducted on tissue samples. In the current study, we analyzed the soluble serum caveolin-1 levels in gastric cancer patients, and specified its associations with the clinical factors and prognosis. Material and Methods: Sixty-three patients with pathologically confirmed gastric cancer were enrolled into the trial. Serum caveolin-1 concentrations were detected by ELISA method. Thirty healthy subjects were also included in the study. Results: The median age of patients was 62 years, ranging from 28 to 82 years. The serum caveolin-1 levels in gastric cancer patients were significantly higher than those in control group (p < 0.001). The common clinical parameters including patient age, sex, lesion localization, histopathology, histological grade, disease stage, and various serum tumor markers (e.g. LDH, CEA, and CA 19.9) were not found to be associated with serum caveolin-1 levels (p > 0.05). Similarly, no correlation existed between serum caveolin-1 concentration and chemotherapy responsiveness (p = 0.93). Furthermore, serum caveolin-1 level was not found to have a prognostic role (p = 0.16). Conclusion: Even though it is neither predictive nor prognostic, serum caveolin-1 level may be a valuable diagnostic indicator in patients with gastric cancer. Key


SLEEP ◽  
2021 ◽  
Vol 44 (Supplement_2) ◽  
pp. A166-A166
Author(s):  
Ankita Paul ◽  
Karen Wong ◽  
Anup Das ◽  
Diane Lim ◽  
Miranda Tan

Abstract Introduction Cancer patients are at an increased risk of moderate-to-severe obstructive sleep apnea (OSA). The STOP-Bang score is a commonly used screening questionnaire to assess risk of OSA in the general population. We hypothesize that cancer-relevant features, like radiation therapy (RT), may be used to determine the risk of OSA in cancer patients. Machine learning (ML) with non-parametric regression is applied to increase the prediction accuracy of OSA risk. Methods Ten features namely STOP-Bang score, history of RT to the head/neck/thorax, cancer type, cancer stage, metastasis, hypertension, diabetes, asthma, COPD, and chronic kidney disease were extracted from a database of cancer patients with a sleep study. The ML technique, K-Nearest-Neighbor (KNN), with a range of k values (5 to 20), was chosen because, unlike Logistic Regression (LR), KNN is not presumptive of data distribution and mapping function, and supports non-linear relationships among features. A correlation heatmap was computed to identify features having high correlation with OSA. Principal Component Analysis (PCA) was performed on the correlated features and then KNN was applied on the components to predict the risk of OSA. Receiver Operating Characteristic (ROC) - Area Under Curve (AUC) and Precision-Recall curves were computed to compare and validate performance for different test sets and majority class scenarios. Results In our cohort of 174 cancer patients, the accuracy in determining OSA among cancer patients using STOP-Bang score was 82.3% (LR) and 90.69% (KNN) but reduced to 89.9% in KNN using all 10 features mentioned above. PCA + KNN application using STOP-Bang score and RT as features, increased prediction accuracy to 94.1%. We validated our ML approach using a separate cohort of 20 cancer patients; the accuracies in OSA prediction were 85.57% (LR), 91.1% (KNN), and 92.8% (PCA + KNN). Conclusion STOP-Bang score and history of RT can be useful to predict risk of OSA in cancer patients with the PCA + KNN approach. This ML technique can refine screening tools to improve prediction accuracy of OSA in cancer patients. Larger studies investigating additional features using ML may improve OSA screening accuracy in various populations Support (if any):


2021 ◽  
Vol 7 ◽  
pp. 233372142199766
Author(s):  
Zeynep Sipahi Karslı ◽  
Berna Kurt ◽  
İbrahim Karadağ ◽  
Berna Çakmak Öksüzoğlu

The study aimed to evaluate the Coronavirus pandemic awareness of cancer patients ≥65 years of age, considered a vulnerable group, and their hospital arrival process, follow-ups and treatments during the pandemic. COVID-19 pandemic was found to increases the mortality and morbidity rates of individuals who aged 65 years and older. The research was conducted with a cross-sectional descriptive correlational design. The sample consist of 77 cancer patients aged 65 years and older adult. Participants were recruited through convenience sampling. In total, 77 patients from the Oncology Hospital located in Ankara from April 29, 2020 to May 20, 2020. Data were collected using a two-part form and a questionnaire. The study was undertaken in accordance with the STROBE checklist for observational studies. Of the participants, 59.7% were female, the mean age was 70 years, 79.2% resided in Ankara and 98.7% traveled to the hospital by car. Looking at the gender and the protective measures taken at home, female participants were found to perform a statistically significant higher level of protective measures. In conclusion, the study results suggest that the restrictions for older adult oncology patients during the pandemic did not negatively affect the delivery of health care.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Yan Ouyang ◽  
Kaide Xia ◽  
Xue Yang ◽  
Shichao Zhang ◽  
Li Wang ◽  
...  

AbstractAlternative splicing (AS) events associated with oncogenic processes present anomalous perturbations in many cancers, including ovarian carcinoma. There are no reliable features to predict survival outcomes for ovarian cancer patients. In this study, comprehensive profiling of AS events was conducted by integrating AS data and clinical information of ovarian serous cystadenocarcinoma (OV). Survival-related AS events were identified by Univariate Cox regression analysis. Then, least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression analysis were used to construct the prognostic signatures within each AS type. Furthermore, we established a splicing-related network to reveal the potential regulatory mechanisms between splicing factors and candidate AS events. A total of 730 AS events were identified as survival-associated splicing events, and the final prognostic signature based on all seven types of AS events could serve as an independent prognostic indicator and had powerful efficiency in distinguishing patient outcomes. In addition, survival-related AS events might be involved in tumor-related pathways including base excision repair and pyrimidine metabolism pathways, and some splicing factors might be correlated with prognosis-related AS events, including SPEN, SF3B5, RNPC3, LUC7L3, SRSF11 and PRPF38B. Our study constructs an independent prognostic signature for predicting ovarian cancer patients’ survival outcome and contributes to elucidating the underlying mechanism of AS in tumor development.


2020 ◽  
Vol 12 ◽  
pp. 175883592098054
Author(s):  
Huilin Xu ◽  
Ximing Xu ◽  
Wei Ge ◽  
Jinju Lei ◽  
Dedong Cao

Background: Immune-related adverse events (irAEs) are common during immune checkpoint inhibitor (ICI) treatment and reported to be associated with good survival. This study evaluated the association between onset timing of irAEs and survival of cancer patients treated with ICIs. Methods: Databases including PubMed, Embase, and the Cochrane library were systematically searched to retrieve clinical studies assessing the relationship between irAEs and survival in cancer patients with ICIs. The overall response rate for treatment response and hazard ratio (HR) for overall survival (OS) and progression-free survival (PFS) were calculated using RevMan 5.3. Subgroup analysis in terms of cancer type, ICIs type, region, specific irAEs, accordingly. Results: A total of 34 studies were included. The HRs for OS and PFS in cancer patients with versus without irAEs were 0.57 [95% confidence interval (CI): 0.44, 0.74; p < 0.0001], and 0.50 (95% CI: 0.37, 0.67; p < 0.00001), respectively. The odds ratio for overall response in cancer patients with irAEs was 4.72 (95% CI: 3.48, 6.40; p < 0.00001) compared with those without irAEs. Subgroup analyses suggested that the prognostic role of irAEs was associated with cancer types and region, but not irAEs types. The landmark analysis of OS revealed that there is a non-proportional (early) effect of irAEs on OS in ICI-treated cancer patients (landmark >12 weeks, HROS = 1.08; 95% CI: 0.89, 1.30; p = 0.46). Conclusion: Our findings suggest that the occurrence of irAEs could be a prognostic factor for cancer patients who were treated with ICIs.


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