Preoperative prediction for pathological grade of hepatocellular carcinoma via machine learning-based radiomics.

OBJECTIVE: To investigate the efficacy of contrast-enhanced computed tomography (CECT)-based radiomics signatures for preoperative prediction of pathological grades of hepatocellular carcinoma (HCC) via machine learning. METHODS: In this single-center retrospective study, data collected from 297 consecutive subjects with HCC were allocated to training dataset (n = 237) and test dataset (n = 60). Manual segmentation of lesion sites was performed with ITK-SNAP, the radiomics features were extracted by the Pyradiomics, and radiomics signatures were synthesized using recursive feature elimination (RFE) method. The prediction models for pathological grading of HCC were established by using eXtreme Gradient Boosting (XGBoost). The performance of the models was evaluated using the AUC along with 95% confidence intervals (CIs) and standard deviation, sensitivity, specificity, and accuracy. RESULTS: The radiomics signatures were found highly efficient for machine learning to differentiate high-grade HCC from low-grade HCC. For the clinical factors, when they were merely applied to train a machine learning model, the model achieved an AUC of 0.6698, along with 95% CI and standard deviation of 0.5307-0.8089 and 0.0710, respectively (sensitivity, 0.6522; specificity, 0.4595; accuracy, 0.5333). Meanwhile, when the radiomics signatures were applied in association with clinical factors to train a machine learning model, the performance of the model remarkably increased with AUC of 0.8014, along with 95% CI and standard deviation of 0.6899-0.9129 and 0.0569, respectively (sensitivity, 0.6522; specificity, 0.7297; accuracy, 0.7000). CONCLUSIONS: The radiomics signatures could non-invasively explore the underlying association between CECT images and pathological grades of HCC. KEY POINTS: • The radiomics signatures may non-invasively explore the underlying association between CECT images and pathological grades of HCC via machine learning. • The radiomics signatures of CECT images may enhance the prediction performance of pathological grading of HCC, and further validation is required. • The features extracted from arterial phase CECT images may be more reliable than venous phase CECT images for predicting pathological grades of HCC.

Outcome of Patients with Multiple Myeloma and CKS1B Gene Amplification after Autologous Hematopoietic Stem Cell Transplantation.

The gain/amplification of the CKS1B gene on chromosome 1q21 region is associated with a poor outcome in patients with multiple myeloma (MM). However, there are limited data on the outcome of patients with CKS1B amplification after a single high-dose chemotherapy and autologous hematopoietic stem cell transplantation (auto-HCT). We retrospectively evaluated the outcome of patients with CKS1B amplification who received an auto-HCT between June 2012 and July 2014 at our institution. We identified 58 patients with MM and CKS1B gene amplification detected by fluorescent in situ hybridization (FISH). We compared their outcomes with a propensity score-matched control group of 58 patients without CKS1B amplification who were treated at approximately the same time. The primary objective was to compare the progression-free (PFS) and overall survival (OS) between the CKS1B and the control groups. Stratified log-rank test with the matched pairs as strata and double robust estimation under the Cox model were used to assess the effect of CKS1B gene amplification on PFS or OS in the matched cohort. Patients in the CKS1B and control groups were well matched for age, gender, disease status, year of auto-HCT, response to pretransplantation therapy, and baseline hemoglobin level. In both groups, 57% patients were in first remission and 43% had relapsed disease at auto-HCT. Twenty-seven (47%) patients with CKS1B amplification had concurrent monosomy 13 or 13q deletion; 6 (10%) by conventional cytogenetics only, 16 (28%) by FISH only, and 5 (9%) by both. Median follow-up after auto-HCT was 25.4 months. The median PFS of the CKS1B and the control groups were 15.0 months and 33.0 months (P = .002), respectively. The median OS have not been reached yet. The 2-year OS rates in the CKS1B and the control groups were 62% and 91% (P = .02), respectively. In conclusion, Patients with CKS1B amplification are more likely to have additional high-risk cytogenetic abnormalities and a shorter PFS and OS after an auto-HCT.

Outcomes in patients with multiple myeloma with TP53 deletion after autologous hematopoietic stem cell transplant.

TP53 gene deletion is associated with poor outcomes in multiple myeloma (MM). We report the outcomes of patients with MM with and without TP53 deletion who underwent immunomodulatory drug (IMiD) and/or proteasome inhibitor (PI) induction followed by autologous hematopoietic stem cell transplant (auto-HCT). We identified 34 patients with MM and TP53 deletion who underwent IMiD and/or PI induction followed by auto-HCT at our institution during 2008-2014. We compared their outcomes with those of control patients (n = 111) with MM without TP53 deletion. Median age at auto-HCT was 59 years in the TP53-deletion group and 58 years in the control group (P = 0.4). Twenty-one patients (62%) with TP53 deletion and 69 controls (62%) achieved at least partial remission before auto-HCT (P = 0.97). Twenty-three patients (68%) with TP53 deletion and 47 controls (42%) had relapsed disease at auto-HCT (P = 0.01). Median progression-free survival was 8 months for patients with TP53 deletion and 28 months for controls (P < 0.001). Median overall survival was 21 months for patients with TP53 deletion and 56 months for controls (P < 0.001). On multivariate analysis of both groups, TP53 deletion (hazard ratio 3.4, 95% confidence interval 1.9-5.8, P < 0.001) and relapsed disease at auto-HCT (hazard ratio 2.0, 95% confidence interval 1.2-3.4, P = 0.008) were associated with a higher risk of earlier progression. In MM patients treated with PI and/or IMiD drugs, and auto-HCT, TP53 deletion and relapsed disease at the time of auto-HCT are independent predictors of progression. Novel approaches should be evaluated in this high-risk population. Am. J. Hematol. 91:E442-E447, 2016. © 2016 Wiley Periodicals, Inc.

Tardive intermittent massive vaginal bleeding from abnormal blood vessels within cesarean scar: Two more new cases should bring our attention to a new entity.

The two cases in this report had intermittent massive vaginal bleeding with a distant history of cesarean delivery. Such severe bleeding was life-threating but was eventually cured by surgical management. To the best of our knowledge, this is the second report of cases of tardive vaginal bleeding caused by abnormal blood vessels embedded within cesarean scars. The two new cases in this report suggest a novel cause of tardive vaginal bleeding, which should bring our special attention to post-cesarean clinical practice.

Del(20q) in patients with chronic lymphocytic leukemia: a therapy-related abnormality involving lymphoid or myeloid cells.

Deletion 20q (Del(20q)), a common cytogenetic abnormality in myeloid neoplasms, is rare in chronic lymphocytic leukemia. We report 64 patients with chronic lymphocytic leukemia and del(20q), as the sole abnormality in 40, a stemline abnormality in 21, and a secondary abnormality in 3 cases. Fluorescence in situ hybridization (FISH) analysis revealed an additional high-risk abnormality, del(11q) or del(17p), in 25/64 (39%) cases. In most cases, the leukemic cells showed atypical cytologic features, unmutated IGHV (immunoglobulin heavy-chain variable region) genes, and ZAP70 positivity. The del(20q) was detected only after chemotherapy in all 27 cases with initial karyotypes available. With a median follow-up of 90 months, 30 patients (47%) died, most as a direct consequence of chronic lymphocytic leukemia. Eight patients developed a therapy-related myeloid neoplasm, seven with a complex karyotype. Combined morphologic and FISH analysis for del(20q) performed in 12 cases without morphologic evidence of a myeloid neoplasm localized the del(20q) to the chronic lymphocytic leukemia cells in 5 (42%) cases, and to myeloid/erythroid cells in 7 (58)% cases. The del(20q) was detected in myeloid cells in all 4 cases of myelodysplastic syndrome. In aggregate, these data indicate that chronic lymphocytic leukemia with del(20q) acquired after therapy is heterogeneous. In cases with morphologic evidence of dysplasia, the del(20q) likely resides in the myeloid lineage. However, in cases without morphologic evidence of dysplasia, the del(20q) may represent clonal evolution and disease progression. Combining morphologic analysis with FISH for del(20q) or performing FISH on immunomagnetically selected sub-populations to localize the cell population with this abnormality may help guide patient management.

NNK-induced DNA methyltransferase 1 in lung tumorigenesis in A/J mice and inhibitory effects of (-)-epigallocatechin-3-gallate.

DNA methyltransferase 1 (DNMT1), a key enzyme mediating DNA methylation, is known to be elevated in various cancers, including the mouse lung tumors induced by the tobacco-specific carcinogen 4-(Methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK). However, it is not known whether DNMT1 expression is induced right after NNK treatment and how DNMT1 expression varies throughout lung tumorigenesis. In the present study, we found that administration of NNK to A/J mice caused elevation of DNMT1 in bronchial epithelial cells at Days 1, 3, and 14 after NNK treatment. DNMT1 elevation at Day 1 was accompanied by an increase in phospho-histone H2AX (γ-H2AX) and phospho-AKT (p-AKT). At Weeks 5 to 20, NNK-induced DNMT1 in lung tissues was in lower levels than the early stages, but was highly elevated in lung tumors at Week 20. In addition, the early induction of p-AKT and γ-H2AX as well as cleaved caspase-3 in NNK-treated lung tissues was not detected at Weeks 5 to 20 but was elevated in lung tumors. In concordance with DNMT1 elevation, promoter hypermethylation of tumor suppressor genes Cdh13, Prdm2, and Runx3 was observed in lung tissues at Day 3 and in lung tumors. Treatment by EGCG attenuated DNMT1, p-AKT, and γ-H2AX inductions at Days 1 and 3 and inhibited lung tumorigenesis.

B acute lymphoblastic leukemia with t(14;19)(q32;p13.1) involving IGH/EPOR: a clinically aggressive subset of disease.

B acute lymphoblastic leukemia (B-ALL) with t(14;19)(q32;p13.1), in which IGH and EPOR are juxtaposed, has been reported rarely. We describe the clinicopathological features of six patients, three men and three women, with a median age of 39 years. Initial and follow-up bone marrow samples were examined from each patient. The clinical, morphologic, and immunophenotypic results were compared with data obtained from conventional cytogenetic analysis and by using home-brew fluorescence in situ hybridization (FISH) probes for IGH at 14q32 and EPOR at 19p13.1. The bone marrow specimens were hypercellular (median 90%; range 80-100%), with a median blast count of 90% (range 60-93%). Immunophenotypic analysis performed by flow cytometry demonstrated a stable, precursor B-cell immunophenotype. The t(14;19)(q32;p13.1) was present in all cases with morphologic evidence of disease. The translocation was stable and appeared morphologically subtle on conventional karyotypic analysis. Detection was facilitated using FISH, which confirmed IGH/EPOR rearrangement in all cases. All patients received aggressive multiagent chemotherapy as part of a variety of regimens. Four of six patients achieved an initial complete remission, but all relapsed. At last follow-up, five of six patients had died of disease (median survival, 12 months after diagnosis). We conclude that B-ALL associated with t(14;19)(q32;p13.1) is a distinctive form of disease that is associated with younger patient age and an aggressive clinical course.

Impact of genomic and epigenomic alterations of multigene on a multicancer pedigree.

BACKGROUND: Germline mutations have been identified in a small number of hereditary cancers, but the genetic predisposition for many familial cancers remains to be elucidated. METHODS: This study identified a Chinese pedigree that presented different cancers (breast cancer, BRCA; adenocarcinoma of the esophagogastric junction, AEG; and B-cell acute lymphoblastic leukemia, B-ALL) in each of the three generations. Whole-genome sequencing and whole-exome sequencing were performed on peripheral blood or bone marrow and cancer biopsy samples. Whole-genome bisulfite sequencing was conducted on the monozygotic twin brothers, one of whom developed B-ALL. RESULTS: According to the ACMG guidelines, bioinformatic analysis of the genome sequencing revealed 20 germline mutations, particularly mutations in the DNAH11 (c.9463G > A) and CFH (c.2314G > A) genes that were documented in the COSMIC database and validated by Sanger sequencing. Forty-one common somatic mutated genes were identified in the cancer samples, displaying the same type of single nucleotide substitution Signature 5. Meanwhile, hypomethylation of PLEK2, MRAS, and RXRA as well as hypermethylation of CpG island associated with WT1 was shown in the twin with B-ALL. CONCLUSIONS: These findings reveal genomic alterations in a pedigree with multiple cancers. Mutations found in the DNAH11, CFH genes, and other genes predispose to malignancies in this family. Dysregulated methylation of WT1, PLEK2, MRAS, and RXRA in the twin with B-ALL increases cancer susceptibility. The similarity of the somatic genetic changes among the three cancers indicates a hereditary impact on the pedigree. These familial cancers with germline and somatic mutations, as well as epigenomic alterations, represent a common molecular basis for many multiple cancer pedigrees.

Impact of t(11;14)(q13;q32) on the outcome of autologous hematopoietic cell transplantation in multiple myeloma.

The t(11;14)(q13;q32) translocation is seen in 15%-20% patients with multiple myeloma (MM). It generally is not associated with worse outcomes. We studied the impact of t(11;14)(q13;q32) on outcome in patients with MM who received high-dose chemotherapy followed by autologous hematopoietic stem cell transplantation (auto-HCT). Eligible patients underwent high-dose chemotherapy followed by auto-HCT at the M.D. Anderson Cancer Center between February 2000 and August 2010, and had conventional cytogenetic (CC) or fluorescence in situ hybridization (FISH) results available before auto-HCT (n = 993). The cohort was divided into 3 groups of patients: (1) normal (diploid by CC and negative by FISH; n = 869); (2) t(11;14)(q13;q32) by CC or FISH (n = 27); and (3) high-risk (HR) abnormalities by CC or FISH (n = 97). Of the 27 patients with t(11;14)(q13;q32), 18 had isolated t(11;14)(q13;q32) and 9 had concurrent HR abnormalities. The primary objective was to compare outcomes in patients with t(11;14)(q13;q32) and patients with diploid or HR markers detected by CC or FISH studies. The median duration of follow-up in surviving patients was 37 months. The 3-year progression-free survival (PFS) was 47% for the normal group, 27% for the t(11;14)(q13;q32) group, and 13% for the HR group (P < .00001). The 3-year OS was 83% for the normal group, 63% for the t(11;14)(q13;q32) group, and 34% for the HR group (P < .00001). On multivariate analysis, t(11;14)(q13;q32) and HR abnormalities by CC or FISH and relapsed disease at auto-HCT were associated with shorter PFS, whereas t(11;14)(q13;q32) and HR abnormalities by CC or FISH, ß2 microglobulin of >3.5, and relapsed disease at the time of auto-HCT were associated with shorter OS. In conclusion, patients with t(11;14)(q13;q32) had worse outcomes than patients with normal CC or FISH studies, but better outcomes than patients with HR markers detected by CC or FISH studies.

Myeloid neoplasms with isolated isochromosome 17q represent a clinicopathologic entity associated with myelodysplastic/myeloproliferative features, a high risk of leukemic transformation, and wild-type TP53.

BACKGROUND: Isolated isochromosome (17q) is a rare cytogenetic abnormality in Philadelphia chromosome-negative myeloid neoplasms, usually myelodysplastic and/or myeloproliferative neoplasms (MDS/MPN). De novo acute myeloid leukemia (AML) with isochromosome 17q has rarely been reported. The frequency of genetic mutations is unknown. METHODS: The authors assessed clinicopathologic, immunophenotypic, and molecular genetic features of 22 myeloid neoplasms with isolated isochromosome 17q. RESULTS: Fourteen patients presented as MDS/MPN; 8 as de novo AML. Most presented with leukocytosis, anemia, thrombocytopenia, and splenomegaly. Morphologically, all showed myelodysplastic and myeloproliferative features, including pseudo-Pelger-Huet-like neutrophils, micromegakaryocytic hyperplasia, hypercellularity, fibrosis, and osteosclerosis. Blasts were increased (median, 40% in de novo AML; 9% in MDS/MPN). Immunohistochemical assessment of proliferation and apoptosis rates in AML were similar to a matched group without isochromosome 17q. In most patients, isochromosome 17q occurred at time of blast transformation or disease progression. DNA sequencing revealed no mutation in the uninvolved TP53 allele. Mutational analyses showed rare mutations in NRAS (3 of 10), FLT3 (2 of 16), and JAK2 (1 of 18), and no mutations in NPM1 (0 of 15), KIT (0 of 4), and CEBPA (0 of 4). The median overall survival was 14.5 months for de novo AML, and 11.0 months for MDS/MPN. With a median follow-up of 8.5 months (range, 1.5-107 months), 15 died of disease, 6 had persistent disease, and 1 was in remission after bone marrow transplantation. CONCLUSIONS: The authors conclude that myeloid neoplasms with isolated isochromosome 17q represent a distinct clinicopathologic entity with myelodysplastic and myeloproliferative features, high risk of leukemic transformation, and wild-type TP53.

High-grade B cell lymphoma, unclassifiable, with blastoid features: an unusual morphological subgroup associated frequently with BCL2 and/or MYC gene rearrangements and a poor prognosis.

AIMS: A subset of B cell lymphomas with blastoid features do not fit either as B lymphoblastic lymphoma/leukaemia or blastoid mantle cell lymphoma. Their classification is challenging, even with complete clinicopathological and genetic information. At a haematopathology workshop, experts had suggested the term 'high-grade B cell lymphoma, unclassifiable, with blastoid features', and recommended further studies. METHODS AND RESULTS: We describe the clinicopathological, immunophenotypic and cytogenetic findings of 24 high-grade B cell lymphomas, unclassifiable, with blastoid features. Fifteen patients presented de novo and seven patients had a history of lymphoma. Twenty patients (83%) presented with nodal disease. All tumours expressed pan-B cell antigens and 17 (89%) of 19 tumours assessed had a germinal centre B cell immunophenotype. Ten (63%) of 16 tumours assessed by fluorescence in-situ hybridization (FISH) had MYC rearrangement, 13 of 18 (72%) carried IGH-BCL2 and nine of 15 (60%) had both (double-hit lymphoma). The median overall survival was 1.1 years. Using 2008 World Health Organization criteria, 15 cases were classified as B cell lymphoma, unclassifiable, with features intermediate between diffuse large B cell lymphoma (DLBCL) and Burkitt lymphoma, and nine as DLBCL, small centroblastic variant. CONCLUSION: High-grade B cell lymphomas, unclassifiable, with blastoid features are clinically aggressive with poor survival. Most neoplasms have a germinal centre B cell phenotype. MYC rearrangements and IGH-BCL2 are common, and ~60% are double-hit lymphomas.

Pro-oxidative activities and dose-response relationship of (-)-epigallocatechin-3-gallate in the inhibition of lung cancer cell growth: a comparative study in vivo and in vitro.

(-)-Epigallocatechin-3-gallate (EGCG), the major polyphenol in green tea, has been shown to inhibit tumorigenesis and cancer cell growth in animal models. Nevertheless, the dose-response relationship of the inhibitory activity in vivo has not been systematically characterized. The present studies were conducted to address these issues, as well as the involvement of reactive oxygen species (ROS), in the inhibitory action of EGCG in vivo and in vitro. We characterized the inhibitory actions of EGCG against human lung cancer H1299 cells in culture and in xenograft tumors. The growth of tumors was dose dependently inhibited by EGCG at doses of 0.1, 0.3 and 0.5% in the diet. Tumor cell apoptosis and oxidative DNA damage, assessed by the formation of 8-hydroxy-2'-deoxyguanosine (8-OHdG) and phosphorylated histone 2A variant X (gamma-H2AX), were dose dependently increased by EGCG treatment. However, the levels of 8-OHdG and gamma-H2AX were not changed by the EGCG treatment in host organs. In culture, the growth of viable H1299 cells was dose dependently reduced by EGCG; the estimated concentration that causes 50% inhibition (IC(50)) (20 microM) was much higher than the IC(50) (0.15 microM) observed in vivo. The action of EGCG was mostly abolished by the presence of superoxide dismutase (SOD) and catalase, which decompose the ROS formed in the culture medium. Treatment with EGCG also caused the generation of intracellular ROS and mitochondrial ROS. Although EGCG is generally considered to be an antioxidant, the present study demonstrates the pro-oxidative activities of EGCG in vivo and in vitro in the described experimental system.

Trisomy 14 as a sole chromosome abnormality is associated with older age, a heterogenous group of myeloid neoplasms with dysplasia, and a wide spectrum of disease progression.

Trisomy 14 is a rare recurrent cytogenetic abnormality in myeloid neoplasms; however, its clinicopathologic features have not been well described. We report the clinicopathologic, immunophenotypic, and molecular genetic features of 16 cases of myeloid neoplasms with isolated trisomy 14. Our results show that cases with isolated trisomy 14 encompass a heterogeneous group of myeloid neoplasms including myelodysplastic syndrome (MDS, 44%), myelodysplastic/myeloproliferative neoplasms (31%), and acute myeloid leukemia (25%). The patients are usually elder (median age 71 years), and there is a male predominance (82%). Multilineage dysplasia is noted in all cases. Oncogenic mutations of genes involved in cell proliferation and/or survival rarely occur. Compared with cases of MDS with diploid karyotype, patients of MDS with isolated trisomy 14 demonstrate a similar overall survival and rate of leukemia transformation.

t(10; 12) (q24; p13) as the sole abnormality in a case with refractory acute myeloid leukemia: The first case report and literature review.

Rearrangements involving chromosome region at 12p13 are common abnormalities in hematological malignancies, including myeloid and lymphoid types. ETV6 gene is usually involved in the 12p13 region. ETV6 rearrangements are more often observed in acute lymphoblastic leukemia than in acute myeloid leukemia (AML), where ETV6 gene deletions are more common than rearrangements. Here, we report an AML case with the recurrent t(10; 12) (q24; p13) as the sole abnormality. Fluorescence in situ hybridization with mapping back to metaphases confirmed that the ETV6 gene splits, and rearranges with a locus at 10q24. In review of the literature, this is the first report of AML case with the novel abnormality as the sole change. Complete laboratory findings from bone marrow examination, flow cytometry analysis, cytogenetic studies, molecular analysis, and clinical features are also described in the report.

Increased susceptibility of chronic ulcerative colitis-induced carcinoma development in DNA repair enzyme Ogg1 deficient mice.

Ogg1 DNA repair enzyme recognizes and excises oxidative stress-caused 8-hydroxyl-deoxyguanosine (8-OHdG) from GC base-pairs. Ogg1 knockout mice are phenotypically normal, but exhibit elevated levels of 8-OHdG in nuclear and mitochondrial DNA, as well as moderately elevated mutagenesis and spontaneous lung tumors and UV-induced skin tumors. To elucidate the mechanistic role of inflammation-caused oxidative stress in carcinogenesis, the development of chronic ulcerative colitis (UC)-induced carcinoma in Ogg1 knockout mice was studied using a dextran sulfate sodium (DSS)-induced UC model without the use of a carcinogen. Ogg1 (-/-), Ogg1 (+/-), and wild type C57BL/6 mice were subjected to long-term, cyclic DSS treatment to induce chronic UC and carcinogenesis. In wild type C57BL/6 control mice after 15 cycles of DSS treatment, colorectal adenocarcinoma incidence was 24.1% (7/29 mice), with a tumor volume of 27.9 +/- 5.2 mm(3). Ogg1 (-/-) mice showed significantly increased adenocarcinoma development in the colon with a tumor incidence of 57.1% (12 of 21 mice, P < 0.05) and a tumor volume of 35.1 +/- 6.1 mm(3). Ogg1 mice (+/-) also exhibited significantly increased tumor development in the colon with a tumor incidence of 50.0% (13/26 mice) and a tumor volume of 29.1 +/- 7.2 mm(3). Histopathologic analyses revealed that colorectal tumors were well-differentiated tubular adenocarcinomas or mucinous carcinoma and adjacent colonic mucosa showed mild to moderate chronic UC. Using immunohistochemical approaches, Ogg1 (-/-) and (+/-) mice exhibited similar numbers and staining intensities of macrophages in UC areas as seen in Ogg1 (+/+) mice, but markedly increased numbers and staining intensities of 8-OHdG positive inflammatory and epithelial cells. These results provide important evidence on the relationship between inflammation-caused oxidative stress, DNA repair enzyme Ogg1, and carcinogenesis.

Prognostic factors and hazard ratios in colorectal cancer patients over 80 years of age: a retrospective, 20-year, single institution review.

BACKGROUND: An aging population and a high incidence of colorectal cancer (CRC) in patients over the age of 80 make it important to understand survival times, hazard ratios and prognostic factors in this group. A better understanding of these factors will help clinicians determine appropriate therapeutic strategies for such patients, including when more aggressive treatment strategies may be preferred to palliative treatment. METHODS: A retrospective analysis of 619 CRC patients of ≥80 years of age from 1991-2010 at Baylor Scott & White Hospital in Temple, Texas. Twelve variables were analyzed through statistical analysis as potential prognostic factors for survival. Univariate and multivariate Cox proportional hazard models were used to determine hazard ratios. The elderly population was further stratified by age subgroup (80-84, 85-89, ≥90). RESULTS: Median survival time was 53.6, 30.0, and 11.3 months for age groups of 80-84, 85-89, and ≥90, respectively. Median survival time for stage 0/I, II, III, and IV patients was 72.4, 53.5, 28.0, and 5.9 months, respectively. Patients not receiving surgery had significantly higher mortality (hazard ratio 2.605; 95% CI, 1.826-3.694). For stage III CRC patients, those not receiving chemotherapy had significantly higher mortality (hazard ratio 1.808; 95% CI, 1.018-1.827). CONCLUSIONS: Our study provides evidence to support the benefits of surgery and chemotherapy (for stage III) patients over 80, potentially contributing to improved clinical decisions in treating elderly CRC patients. Such patients are sometimes undertreated due to their underrepresentation in clinical trials. Additional prospective studies with a higher proportion of patients over 80 are needed.

A machine learning based approach to identify protected health information in Chinese clinical text.

BACKGROUND: With the increasing application of electronic health records (EHRs) in the world, protecting private information in clinical text has drawn extensive attention from healthcare providers to researchers. De-identification, the process of identifying and removing protected health information (PHI) from clinical text, has been central to the discourse on medical privacy since 2006. While de-identification is becoming the global norm for handling medical records, there is a paucity of studies on its application on Chinese clinical text. Without efficient and effective privacy protection algorithms in place, the use of indispensable clinical information would be confined. OBJECTIVES: We aimed to (i) describe the current process for PHI in China, (ii) propose a machine learning based approach to identify PHI in Chinese clinical text, and (iii) validate the effectiveness of the machine learning algorithm for de-identification in Chinese clinical text. METHODS: Based on 14,719 discharge summaries from regional health centers in Ya'an City, Sichuan province, China, we built a conditional random fields (CRF) model to identify PHI in clinical text, and then used the regular expressions to optimize the recognition results of the PHI categories with fewer samples. RESULTS: We constructed a Chinese clinical text corpus with PHI tags through substantial manual annotation, wherein the descriptive statistics of PHI manifested its wide range and diverse categories. The evaluation showed with a high F-measure of 0.9878 that our CRF-based model had a good performance for identifying PHI in Chinese clinical text. CONCLUSION: The rapid adoption of EHR in the health sector has created an urgent need for tools that can parse patient specific information from Chinese clinical text. Our application of CRF algorithms for de-identification has shown the potential to meet this need by offering a highly accurate and flexible solution to analyzing Chinese clinical text.

Correction: Acute myeloid leukemia with t(4;12)(q12;p13): an aggressive disease with frequent involvement of PDGFRA and ETV6.

[This corrects the article DOI: 10.18632/oncotarget.23743.].

Acute myeloid leukemia with t(4;12)(q12;p13): an aggressive disease with frequent involvement of PDGFRA and ETV6.

We describe the clinical, morphologic, immunophenotypic and molecular genetic features of 15 cases of acute myeloid leukemia (AML) with t(4;12)(q12;p13). There were 9 men and 6 women, with a median age of 50 years (range, 17-76). Most patients had hypercellular bone marrow with a median blast count of 58% and multilineage dysplasia. Flow cytometry analysis showed myeloid lineage with blasts positive for CD13, CD33, CD34, CD38, CD117 and HLA-DR. Interestingly, aberrant CD7 expression was detected in 12/14 cases, and myeloperoxidase was either negative (3/15) or positive in only a small subset of the blasts (12/15). t(4;12)(q12;p13) was detected at time of initial diagnosis in 4 and at relapse or progression in 9 patients. The initial karyotype was unknown in 2 cases. FISH analysis showed PDGFRA-ETV6 rearrangement in all 7 cases assessed. FLT3 ITD was detected in 2/11 cases and IDH2 and JAK2 mutation were each detected in 1/2 cases assessed. There were no mutations of KRAS (0/8), NRAS (0/8), CEBPA (0/3), KIT (0/3), NPM1 (0/3) or IDH1 (0/2). All patients received aggressive multiagent chemotherapy; 7 patients additionally received stem cell transplantation. With a median follow-up of 10 months (range, 6-51), 13 patients died of AML, 1 patient had persistent disease, and 1 patient was lost to follow-up. In summary, AML with t(4;12)(q12;p13) is usually associated with myelodysplasia, aberrant CD7 expression, weak of absent myeloperoxidase expression, frequent PDGFRA-ETV6 fusion, and an aggressive clinical course. The molecular findings suggest that there may be a role for tyrosine kinase inhibitors in patient management.

Burkitt t(8;14)(q24;q32) and cryptic deletion in a CLL patient: report of a case and review of literature.

A 53-year-old man diagnosed with chronic lymphocytic leukemia (CLL)-small lymphoma following splenectomy was found to have a t(8;14) with an apparent cryptic deletion of the MYC gene. This patient's spleen and bone marrow (BM) showed that 93% and approximately 70% of the viable cells, respectively, were lambda-monoclonal B-cells coexpressing CD5 with CD20, CD19, CD23, CD22, CD38, and low FMC-7. The smear showed a marked increase in small, mature lymphoid cells, with <2% prolymphocytes. The BM karyotype was 46,XY,t(8;14)(q24;q32),-18,+mar[3]/46,XY[27] and FISH analysis with an IGH/MYC green-red dual-fusion signal probe showed an atypical interphase result of one fusion, two green, and one red signal in 70% of the cells. The MYC dual red-green split-apart probe showed the expected t(8;14) pattern in 62% of the cells; however, sequential FISH on a t(8;14) GTG-metaphase showed the single fusion signal on derivative chromosome 8 and only a green signal on der(14) for the IGH/MYC dual-fusion probe and a green signal on der(14), red signal on der(8), and fusion signal on the normal chromosome 8 for the MYC split-apart probe. Thus, the apparently balanced t(8;14) had a cryptic deletion (approximately 1.6 Mb) between the red and the green regions flanking the MYC gene in the MYC split-apart probe, 128,585,631-130,226,339 bp from 8pter. The rarity of t(8;14) in CLL together with a cryptic deletion that probably includes the MYC gene in our CLL patient persuaded us to explore the clinicopathological role of MYC translocations by comparing disease progression in our patient and in other reported CLL cases.