153 results on '"Sjöblom T"'
Search Results
2. 606P Regional lymph nodes (N+ vs N0) in metastatic colorectal cancer
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Osterlund, E., Isoniemi, H., Sorbye, H., Pfeiffer, P., Nunes, L., Halonen, P., Uutela, A., Salminen, T., Algars, A., Ristamaki, R., Kallio, R., Lamminmäki, A., Ristimäki, A., Nieminen, L., Sundström, J., Mäkinen, M.J., Kytölä, S., Sjöblom, T., Glimelius, B., and Osterlund, P.J.
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- 2023
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3. 570P Subclasses of microsatellite-instability colorectal cancer with unique molecular features and immune cell infiltration patterns
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Wu, K., Wu, M., Luo, T., Li, F., Nunes, L., Hammarström, K., Lundin, E., Ljuslinder, I., Mezheyeuski, A., Edqvist, P-H., Löfgren-Burström, A., Zingmark, C., Edin, S., Ponten, F., Palmqvist, R., Lin, C., Glimelius, B., and Sjöblom, T.
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- 2023
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4. 572P Neoantigen heterogeneity among subtypes in colorectal cancer
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Li, F., Luo, T., Nunes, L., Wu, M., Hammarström, K., Lundin, E., Ljuslinder, I., Mezheyeuski, A., Edqvist, P-H., Löfgren-Burström, A., Zingmark, C., Edin, S., Ponten, F., Palmqvist, R., Wu, K., Glimelius, B., Sjöblom, T., and Lin, C.
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- 2023
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5. 577P Systematically assessing the intratissue microbiota in 937 patients with colorectal cancer
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Zhong, H., Shi, Z., Ren, H., Li, F., Nunes, L., Hammarström, K., Palmqvist, R., Wu, K., Glimelius, B., Sjöblom, T., and Lin, C.
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- 2023
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6. Sustained TGFβ exposure suppresses Smad and non-Smad signalling in mammary epithelial cells, leading to EMT and inhibition of growth arrest and apoptosis
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Gal, A, Sjöblom, T, Fedorova, L, Imreh, S, Beug, H, and Moustakas, A
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- 2008
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7. PD-22 RAS-mutations in population-based and real-life metastatic colorectal cancer cohorts
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Osterlund, E., Ristimäki, A., Kytölä, S., Heervä, E., Uutela, A., Muhonen, T., Halonen, P., Kallio, R., Soveri, L., Sundström, J., Ålgars, A., Ristamäki, R., Sorbye, H., Pfeiffer, P., Nunes, L., Salminen, T., Lamminmäki, A., Mäkinen, M., Sjöblom, T., Isoniemi, H., Glimelius, B., and Osterlund, P.
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- 2023
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8. Targeted resequencing of candidate genes using selector probes
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Johansson, H., Isaksson, M., Sörqvist, E. Falk, Roos, F., Stenberg, J., Sjöblom, T., Botling, J., Micke, P., Edlund, K., Fredriksson, S., Kultima, H. Göransson, Ericsson, Olle, and Nilsson, Mats
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- 2011
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9. Smad2 suppresses the growth of Mv1Lu cells subcutaneously inoculated in mice
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Sjöblom, T., Yakymovych, I., Heldin, C.-H., Östman, A., and Souchelnytskyi, S.
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- 2004
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10. Accurate population-based model for individual prediction of colon cancer recurrence.
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Osterman, E., Ekström, J., Sjöblom, T., Kørner, H., Myklebust, T. Å., Guren, M. G., and Glimelius, B.
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COLON tumors ,CANCER relapse ,REGRESSION analysis ,RISK assessment ,CANCER patients ,TUMOR classification ,SEX distribution ,DESCRIPTIVE statistics ,PREDICTION models ,COMBINED modality therapy ,LONGITUDINAL method ,PROPORTIONAL hazards models ,DISEASE risk factors - Abstract
Prediction models are useful tools in the clinical management of colon cancer patients, particularly when estimating the recurrence rate and, thus, the need for adjuvant treatment. However, the most used models (MSKCC, ACCENT) are based on several decades-old patient series from clinical trials, likely overestimating the current risk of recurrence, especially in low-risk groups, as outcomes have improved over time. The aim was to develop and validate an updated model for the prediction of recurrence within 5 years after surgery using routinely collected clinicopathologic variables. A population-based cohort from the Swedish Colorectal Cancer Registry of 16,134 stage I–III colon cancer cases was used. A multivariable model was constructed using Cox proportional hazards regression. Three-quarters of the cases were used for model development and one quarter for internal validation. External validation was performed using 12,769 stage II–III patients from the Norwegian Colorectal Cancer Registry. The model was compared to previous nomograms. The nomogram consisted of eight variables: sex, sidedness, pT-substages, number of positive and found lymph nodes, emergency surgery, lymphovascular and perineural invasion. The area under the curve (AUC) was 0.78 in the model, 0.76 in internal validation, and 0.70 in external validation. The model calibrated well, especially in low-risk patients, and performed better than existing nomograms in the Swedish registry data. The new nomogram's AUC was equal to that of the MSKCC but the calibration was better. The nomogram based on recently operated patients from a population registry predicts recurrence risk more accurately than previous nomograms. It performs best in the low-risk groups where the risk-benefit ratio of adjuvant treatment is debatable and the need for an accurate prediction model is the largest. [ABSTRACT FROM AUTHOR]
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- 2021
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11. P-150 Targeting loss of heterozygosity in colorectal cancer
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Rameika, N., Zhang, X., Rendo, V., Kundu, S., Globisch, D., Correia, M., Stoimenov, I., and Sjöblom, T.
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- 2022
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12. 88MO T-cell responses induced by an individualized neoantigen specific immune therapy in post (neo)adjuvant patients with triple negative breast cancer
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Schmidt, M., Vogler, I., Derhovanessian, E., Omokoko, T., Godehardt, E., Attig, S., Cortini, A., Newrzela, S., Grützner, J., Bolte, S., Langer, D., Eichbaum, M., Lindman, H., Pascolo, S., Schneeweiss, A., Sjöblom, T., Türeci, Ö., and Sahin, U.
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- 2020
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13. Whole-exome sequencing in relapsing chronic lymphocytic leukemia: Clinical impact of recurrent RPS15 mutations
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Ljungström, V. Cortese, D. Young, E. Pandzic, T. Mansouri, L. Plevova, K. Ntoufa, S. Baliakas, P. Clifford, R. Sutton, L.-A. Blakemore, S.J. Stavroyianni, N. Agathangelidis, A. Rossi, D. Höglund, M. Kotaskova, J. Juliusson, G. Belessi, C. Chiorazzi, N. Panagiotidis, P. Langerak, A.W. Smedby, K.E. Oscier, D. Gaidano, G. Schuh, A. Davi, F. Pott, C. Strefford, J.C. Trentin, L. Pospisilova, S. Ghia, P. Stamatopoulos, K. Sjöblom, T. Rosenquist, R.
- Abstract
Fludarabine, cyclophosphamide, and rituximab (FCR) is first-line treatment of medically fit chronic lymphocytic leukemia (CLL) patients; however, despite good response rates, many patients eventually relapse. Although recent high-throughput studies have identified novel recurrent genetic lesions in adverse prognostic CLL, the mechanisms leading to relapse after FCR therapy are not completely understood. To gain insight into this issue, we performed whole-exome sequencing of sequential samples from 41 CLL patients who were uniformly treated with FCR but relapsed after a median of 2 years. In addition to mutations with known adverse-prognostic impact (TP53, NOTCH1, ATM, SF3B1, NFKBIE, and BIRC3), a large proportion of cases (19.5%) harbored mutations in RPS15, a gene encoding a component of the 40S ribosomal subunit. Extended screening, totaling 1119 patients, supported a role for RPS15 mutations in aggressive CLL, with one-third of RPS15-mutant cases also carrying TP53 aberrations. In most cases, selection of dominant, relapse-specific subclones was observed over time. However, RPS15 mutations were clonal before treatment and remained stable at relapse. Notably, all RPS15 mutations represented somatic missense variants and resided within a 7 amino-acid, evolutionarily conserved region. We confirmed the recently postulated direct interaction between RPS15 and MDM2/MDMX and transient expression of mutant RPS15 revealed defective regulation of endogenous p53 compared with wild-type RPS15. In summary, we provide novel insights into the heterogeneous genetic landscape of CLL relapsing after FCR treatment and highlight a novel mechanism underlying clinical aggressiveness involving a mutated ribosomal protein, potentially representing an early genetic lesion in CLL pathobiology. © 2016 by The American Society of Hematology.
- Published
- 2016
14. PD-012 - Emerging risk factors of recurrence and overall survival in a Swedish stage I-III colon cancer cohort
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Osterman, E., Mezheyeuski, A., Sjöblom, T., and Glimelius, B.
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- 2019
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15. 270TiP - Mutanome engineered RNA immuno-therapy (MERIT) for patients with triple negative breast cancer (TNBC)
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Heesen, L., Frenzel, K., Bolte, S., Bukur, V., Diken, M., Derhovanessian, E., Kreiter, S., Kuhn, A., Kühlcke, K., Löwer, M., Lindman, H., Pascolo, S., Schmidt, M., Schneeweiss, A., Sjöblom, T., Thielemans, K., Zitvogel, L., Türeci, Ö, and Sahin, U.
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- 2018
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16. P1.07-021 Multiplex Immune Profiling Identifies Prognostic Importance of the Spatial Co-Localization of Immune Cells in NSCLC
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Mezheyeuski, A., Bergsland, C., Backman, M., Sjöblom, T., Lothe, R., Bruun, J., and Micke, P.
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- 2017
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17. 460 Direct Detection of TMPRSS2-ERG Rearrangements in Prostate Cancer by Padlock Probes
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Kiflemariam, S., Mignardi, M., Bergh, A., Nilsson, M., and Sjöblom, T.
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- 2012
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18. Analysis of genetic changes in small intestinal carcinoid tumors
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Cunningham, J.L., de Ståhl, T. Díaz, Sjöblom, T., Dumanski, J., and Janson, E. Tiensuu
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- 2010
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19. Respiratory symptoms and dermatoses among grinders and brazers of hard metal and stellite blades.
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Linnainmaa, M., Susitaival, P., Mäkelä, P., and Sjöblom, T.
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RESPIRATORY diseases ,SKIN diseases ,MEAT grinders ,WOOD dust ,ATOPY ,SAWMILL workers - Abstract
The objectives of the study were to determine whether grinders and brazers of hard metal and stellite blades have more respiratory symptoms and dermatoses than referents and to obtain information on the relation between respiratory symptoms and combined exposure to cobalt and wood dust. Two groups of workers exposed to cobalt (108 workers in the manufacture or maintenance of tools and 116 saw filers in the mechanical wood-processing industry) and two reference groups (106 rolling mill and 103 sawmill workers) were interviewed. The prevalence of ODTS-like symptoms (work-related cough, dyspnoea, or fever or chills) was higher for the saw filers than the sawmill referents. After adjustment for age, time spent in present work, smoking and atopy, saw filers had a higher risk for fever or chills than the other study groups. When the cobalt-exposed and unexposed workers were compared by smoking, differences in the prevalence of ODTS-like symptoms were found only for the non-smokers. The cobalt-exposed workers did not have a higher risk of hand dermatoses or symptoms of metal allergy than the unexposed workers. It seems that combined cobalt and wood dust exposure is associated with ODTS-like symptoms, especially among non-smoking workers. [ABSTRACT FROM PUBLISHER]
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- 1997
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20. The Helsinki Heart Study: Basic design and randomization procedure.
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Mänttäri, M., Elo, O., Frick, M. H., Haapa, K., Heinonen, O.P., Heinsalmi, P., Helo, P., Huttunen, J.K., Kaitaniemi, P., Koskinen, P., Manninen, V., MäENPää, H., Mälkönen, M., Norola, S., Pasternack, A., Pikkarainen, J., Romo, M., Sjöblom, T., and Nikkilä, E.A.
- Abstract
The Helsinki Heart Study is a coronary primary prevention trial in a group of middle aged men with lipid abnormalities. Its aim is to investigate the effects on the incidence of coronary heart disease of simultaneously lowering serum total and low density lipoprotein (LDL)-cholesterol and elevating high density lipoprotein (HDL)-cholesterol with gemfibrozil, over a period of 5 years. Participants were selected from a population of 23 531 men between 40 and 55 years of age. The mean serum total cholesterol among 18 966 screened subjects was 6.3 mmol l−1 (245 mg dl−1) and the mean HDL-cholesterol 1.3 mmol l−1 (50.3 mg dl−1). All subjects meeting the lipid acceptance criterion of non-HDL-cholesterol (i.e. total cholesterol minus HDL-cholesterol) greater than 5.2 mmol l−1 (200 mg dl−1) on two separate occasions two to three months apart, who were free from coronary heart disease or other major illness, were invited to participate. The total cholesterol level for the final 4081 study participants was 7.5 mmol l−1 (290 mg dl−1) and HDL-cholesterol was 1.23 mmol l−1 (47.6 mg dl−1). Mean systolic and diastolic blood pressures were 141.7 and 91.3 mmHg. About 15% of participants were hypertensive and 36% were smokers.A total of 2051 men were randomly allocated to receive gemfibrozil 600 mg twice daily and 2030 matching placebo capsules. A cholesterol-lowering diet was also prescribed for all participants. The randomized treatment groups were well balanced. Equal distribution of major risk factors was achieved in relevant sub-groups.This report describes the procedures involved in setting up the study, summarizes the baseline data obtained and reviews the success of the randomization procedure. Finally, it compares the design of this study with that of some other major preventive trials. [ABSTRACT FROM PUBLISHER]
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- 1987
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21. Sequence based analysis of U-2973, a cell line established from a double-hit B-cell lymphoma with concurrent MYC and BCL2 rearrangements
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Hooper Sean D, Jiao Xiang, Sundström Elisabeth, Rehman Farah L, Tellgren-Roth Christian, Sjöblom Tobias, and Cavelier Lucia
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Double hit lymphoma ,Sequencing ,Chromosomal rearrangements ,Medicine ,Biology (General) ,QH301-705.5 ,Science (General) ,Q1-390 - Abstract
Abstract Background Double-hit lymphoma is a complex and highly aggressive sub-type of B-cell lymphoma, which has recently been classified and is an area of active research interest due to the poor prognosis for patients with this disease. It is characterized by the presence of both an activating MYC chromosomal translocation and a simultaneous additional oncogenic translocation, often of the BCL2 gene. Recently, a cell line was established from a patient with this complex lymphoma and analyzed using conventional tools revealing it contains both MYC and BCL2 translocation events. Findings In this work, we reanalyzed the genome of the cell line using next generation whole genome sequencing technology in order to catalogue translocations, insertions and deletions which may contribute to the pathology of this lymphoma type. Conclusions We describe the cell line in much greater detail, and pinpoint the exact locations of the chromosomal breakpoints. We also find several rearrangements within cancer-associated genes, which were not found using conventional tools, suggesting that high throughput sequencing may reveal novel targets for therapy, which could be used concurrently with existing treatments.
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- 2012
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22. 114P Molecular alterations in a population-based metastatic colorectal cancer (mCRC) cohort.
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Osterlund, E., Hammarström, K., Nunes, L., Mathot, L., Mezheyeuski, A., Sjöblom, T., and Glimelius, B.
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COLORECTAL cancer , *METASTASIS - Published
- 2024
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23. PD-0538: Rectal cancer: world-wide use of radiotherapy and the importance of more strict lymph node staging.
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Hammarström, K., Glimelius, B., Sjöblom, T., Mezheyeuski, A., Hult, N. Korsavidou, Imam, I., and Ekström, J.
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RECTAL cancer , *LYMPH nodes , *RADIOTHERAPY - Abstract
Poster discussion: CL: Upper and Lower GI 2 PD-0538: Rectal cancer: world-wide use of radiotherapy and the importance of more strict lymph node staging K. Hammarström, B. Glimelius, T. Sjöblom, A. Mezheyeuski, N. Korsavidou Hult, I. Imam, J. Ekström. [Extracted from the article]
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- 2020
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24. 122 - Exploiting loss of heterozygosity for allele-selective cancer chemotherapy.
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Rendo, V., Stoimenov, I., Svensson, R., and Sjöblom, T.
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- 2016
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25. Loss of heterozygosity of CYP2D6 enhances the sensitivity of hepatocellular carcinomas to talazoparib.
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Zhang X, Rameika N, Zhong L, Rendo V, Veanes M, Kundu S, Nuciforo S, Dupuis J, Al Azhar M, Tsiara I, Seeburger P, Al Nassralla S, Ljungström V, Svensson R, Stoimenov I, Artursson P, Heim MH, Globisch D, and Sjöblom T
- Abstract
Background: Loss of heterozygosity (LOH) diminishes genetic diversity within cancer genomes. A tumour arising in an individual heterozygous for a functional and a loss-of-function (LoF) allele of a gene occasionally retain only the LoF allele. This can result in deficiency of specific protein activities in cancer cells, creating unique differences between tumour cells and normal cells of the individual. Such differences may constitute vulnerabilities that can be exploited through allele-specific therapies., Methods: To discover frequently lost genes with prevalent LoF alleles, we mined the 1000 Genomes dataset for SNVs causing protein truncation through base substitution, indels or splice site disruptions, resulting in 60 LoF variants in 60 genes. From these, the variant rs3892097 in the liver enzyme CYP2D6 was selected because it is located within a genomic region that frequently undergoes LOH in several tumor types including hepatocellular cancers. To evaluate the relationship between CYP2D6 activity and the toxicities of anticancer agents, we screened 525 compounds currently in clinical use or undergoing clinical trials using cell model systems with or without CYP2D6 activity., Findings: We identified 12 compounds, AZD-3463, CYC-116, etoposide, everolimus, GDC-0349, lenvatinib, MK-8776, PHA-680632, talazoparib, tyrphostin 9, VX-702, and WZ-3146, using an engineered HEK293T cell model. Of these, talazoparib and MK-8776 demonstrated consistently heightened cytotoxic effects against cells with compromised CYP2D6 activity in engineered hepatocellular cancer cell models. Moreover, talazoparib displayed CYP2D6 genotype dependent effects on primary hepatocellular carcinoma organoids., Interpretation: Exploiting the loss of drug-metabolizing enzyme gene activity in tumor cells following loss of heterozygosity could present a promising therapeutic strategy for targeted cancer treatment., Funding: This work was funded by Barncancerfonden (T.S, PR2022-0099 and PR2020-0171, X.Z, TJ2021-0111), Cancerfonden (T.S, 211719Pj and D.G, 222449Pj), Vetenskapsrådet (T.S, 2020-02371 and D.G, 2020-04707), and the Erling Persson Foundation (T.S, 2020-0037 and T.S, 2023-0113)., Competing Interests: Declaration of interests The authors declare that they have no competing financial interests or personal relationships that could have influenced the work reported in this paper. The corresponding author of this manuscript, certify that the contributors’ and conflicts of interest statements included in this paper are correct and have been approved by all co-authors., (Copyright © 2024 The Author(s). Published by Elsevier B.V. All rights reserved.)
- Published
- 2024
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26. Enhanced classification performance using deep learning based segmentation for pulmonary embolism detection in CT angiography.
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Kahraman AT, Fröding T, Toumpanakis D, Gustafsson CJ, and Sjöblom T
- Abstract
Purpose: To develop a deep learning-based algorithm that automatically and accurately classifies patients as either having pulmonary emboli or not in CT pulmonary angiography (CTPA) examinations., Materials and Methods: For model development, 700 CTPA examinations from 652 patients performed at a single institution were used, of which 149 examinations contained 1497 PE traced by radiologists. The nnU-Net deep learning-based segmentation framework was trained using 5-fold cross-validation. To enhance classification, we applied logical rules based on PE volume and probability thresholds. External model evaluation was performed in 770 and 34 CTPAs from two independent datasets., Results: A total of 1483 CTPA examinations were evaluated. In internal cross-validation and test set, the trained model correctly classified 123 of 128 examinations as positive for PE (sensitivity 96.1 %; 95 % C.I. 91-98 %; P < .05) and 521 of 551 as negative (specificity 94.6 %; 95 % C.I. 92-96 %; P < .05), achieving an area under the receiver operating characteristic (AUROC) of 96.4 % (95 % C.I. 79-99 %; P < .05). In the first external test dataset, the trained model correctly classified 31 of 32 examinations as positive (sensitivity 96.9 %; 95 % C.I. 84-99 %; P < .05) and 2 of 2 as negative (specificity 100 %; 95 % C.I. 34-100 %; P < .05), achieving an AUROC of 98.6 % (95 % C.I. 83-100 %; P < .05). In the second external test dataset, the trained model correctly classified 379 of 385 examinations as positive (sensitivity 98.4 %; 95 % C.I. 97-99 %; P < .05) and 346 of 385 as negative (specificity 89.9 %; 95 % C.I. 86-93 %; P < .05), achieving an AUROC of 98.5 % (95 % C.I. 83-100 %; P < .05)., Conclusion: Our automatic pipeline achieved beyond state-of-the-art diagnostic performance of PE in CTPA using nnU-Net for segmentation and volume- and probability-based post-processing for classification., Competing Interests: The authors declare that they have no conflicts of interest., (© 2024 The Authors.)
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- 2024
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27. Evaluation of coverage, generalisability and validity of the U-CAN lymphoma biobank in Sweden: A comparison with nationwide registers.
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Forsgren E, Ekberg S, Smedby KE, Nylund P, Sjöblom T, Flogegård M, Sjöström S, Hultdin M, Hallén K, Hellström M, Molin D, Enblad G, and Glimelius I
- Abstract
Validation of biobanks and large cancer cohorts is essential in ensuring high-quality research results. We examined the coverage, generalisability and validity of the lymphoma collection of the Uppsala-Umeå Comprehensive Cancer Consortium (U-CAN) biobank in Sweden, one of the largest cancer biobanks in Europe. Up until 2022, 889 lymphoma patients in U-CAN Uppsala had available samples, and 329 in U-CAN Umeå. Patients diagnosed in the U-CAN Uppsala area 2011-2021 (n = 843) were linked to the nationwide Swedish Lymphoma Register, and a subset diagnosed before 2019 (n = 727) to population-based registers. The coverage was 39% of all lymphoma patients between 2011 and 2019 diagnosed in the U-CAN Uppsala area, with a pandemic decline to 10% during 2020-2021. The patients included had superior overall survival (hazard ratio = 0.70 [95% confidence interval, CI: 0.60-0.82]) than all lymphoma patients in Sweden. They had better performance status, were younger (odds ratio [OR] = 0.21 [95% CI: 0.13-0.34]) and had less comorbidities (OR = 0.66 [95% CI: 0.56-0.78]). However, cause-specific survival and stage distribution were similar. The questionnaire data captured less comorbidities compared to the national registers. Evaluations of biobanks are important, as even population-based biobanks such as U-CAN select younger patients with higher socioeconomical status and better performance status. However, the similar cause-specific survival as in the registries suggests U-CANs usefulness for prognostic biomarker studies., (© 2024 The Author(s). British Journal of Haematology published by British Society for Haematology and John Wiley & Sons Ltd.)
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- 2024
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28. Prognostic genome and transcriptome signatures in colorectal cancers.
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Nunes L, Li F, Wu M, Luo T, Hammarström K, Torell E, Ljuslinder I, Mezheyeuski A, Edqvist PH, Löfgren-Burström A, Zingmark C, Edin S, Larsson C, Mathot L, Osterman E, Osterlund E, Ljungström V, Neves I, Yacoub N, Guðnadóttir U, Birgisson H, Enblad M, Ponten F, Palmqvist R, Xu X, Uhlén M, Wu K, Glimelius B, Lin C, and Sjöblom T
- Subjects
- Female, Humans, Male, Cell Hypoxia, Cohort Studies, DNA Copy Number Variations genetics, Gene Expression Profiling, Gene Expression Regulation, Neoplastic, Microsatellite Instability, Mutation, Precision Medicine, Prognosis, Stromal Cells metabolism, Stromal Cells pathology, Survival Analysis, Time Factors, Transforming Growth Factor beta genetics, Wnt Signaling Pathway genetics, Colorectal Neoplasms classification, Colorectal Neoplasms diagnosis, Colorectal Neoplasms genetics, Colorectal Neoplasms immunology, Colorectal Neoplasms mortality, Genetic Predisposition to Disease genetics, Genome, Human genetics, Transcriptome genetics
- Abstract
Colorectal cancer is caused by a sequence of somatic genomic alterations affecting driver genes in core cancer pathways
1 . Here, to understand the functional and prognostic impact of cancer-causing somatic mutations, we analysed the whole genomes and transcriptomes of 1,063 primary colorectal cancers in a population-based cohort with long-term follow-up. From the 96 mutated driver genes, 9 were not previously implicated in colorectal cancer and 24 had not been linked to any cancer. Two distinct patterns of pathway co-mutations were observed, timing analyses identified nine early and three late driver gene mutations, and several signatures of colorectal-cancer-specific mutational processes were identified. Mutations in WNT, EGFR and TGFβ pathway genes, the mitochondrial CYB gene and 3 regulatory elements along with 21 copy-number variations and the COSMIC SBS44 signature correlated with survival. Gene expression classification yielded five prognostic subtypes with distinct molecular features, in part explained by underlying genomic alterations. Microsatellite-instable tumours divided into two classes with different levels of hypoxia and infiltration of immune and stromal cells. To our knowledge, this study constitutes the largest integrated genome and transcriptome analysis of colorectal cancer, and interlinks mutations, gene expression and patient outcomes. The identification of prognostic mutations and expression subtypes can guide future efforts to individualize colorectal cancer therapy., (© 2024. The Author(s).)- Published
- 2024
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29. Clinical and genetic factors associated with tumor response to neoadjuvant (chemo)radiotherapy, survival and recurrence risk in rectal cancer.
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Hammarström K, Nunes L, Mathot L, Mezheyeuski A, Lundin E, Korsavidou Hult N, Imam I, Osterlund E, Sjöblom T, and Glimelius B
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- Humans, Male, Female, Middle Aged, Aged, Adult, Proto-Oncogene Proteins p21(ras) genetics, Nerve Tissue Proteins genetics, Chemoradiotherapy methods, Aged, 80 and over, Treatment Outcome, Biomarkers, Tumor genetics, Cytoskeletal Proteins genetics, Nuclear Proteins genetics, Rectal Neoplasms genetics, Rectal Neoplasms therapy, Rectal Neoplasms pathology, Rectal Neoplasms mortality, Neoplasm Recurrence, Local genetics, Neoadjuvant Therapy methods, Mutation, Smad4 Protein genetics
- Abstract
Rectal cancer poses challenges in preoperative treatment response, with up to 30% achieving a complete response (CR). Personalized treatment relies on accurate identification of responders at diagnosis. This study aimed to unravel CR determinants, overall survival (OS), and time to recurrence (TTR) using clinical and targeted sequencing data. Analyzing 402 patients undergoing preoperative treatment, tumor stage, size, and treatment emerged as robust response predictors. CR rates were higher in smaller, early-stage, and intensively treated tumors. Targeted sequencing analyzed 216 cases, while 120 patients provided hotspot mutation data. KRAS mutation dramatically reduced CR odds by over 50% (odds ratio [OR] = 0.3 in the targeted sequencing and OR = 0.4 hotspot cohorts, respectively). In contrast, SMAD4 and SYNE1 mutations were associated with higher CR rates (OR = 6.0 and 6.8, respectively). Favorable OS was linked to younger age, CR, and low baseline carcinoembryonic antigen levels. Notably, CR and an APC mutation increased TTR, while a BRAF mutation negatively affected TTR. Beyond tumor burden, SMAD4 and SYNE1 mutations significantly influenced CR. KRAS mutations independently correlated with radiotherapy resistance, and BRAF mutations heightened recurrence risk. Intriguingly, non-responding tumors with initially small sizes carried a higher risk of recurrence. The findings, even if limited in addition to the imperfect clinical factors, offer insights into rectal cancer treatment response, guiding personalized therapeutic strategies. By uncovering factors impacting CR, OS, and TTR, this study underscores the importance of tailored approaches for rectal cancer patients. These findings, based on extensive analysis and mutation data, pave the way for personalized interventions, optimizing outcomes in the challenges of rectal cancer preoperative treatment., (© 2024 The Authors. International Journal of Cancer published by John Wiley & Sons Ltd on behalf of UICC.)
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- 2024
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30. Atypical (non-V600E) BRAF mutations in metastatic colorectal cancer in population and real-world cohorts.
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Osterlund E, Ristimäki A, Mäkinen MJ, Kytölä S, Kononen J, Pfeiffer P, Soveri LM, Keinänen M, Sorbye H, Nunes L, Salminen T, Nieminen L, Uutela A, Halonen P, Ålgars A, Sundström J, Kallio R, Ristamäki R, Lamminmäki A, Stedt H, Heervä E, Kuopio T, Sjöblom T, Isoniemi H, Glimelius B, and Osterlund P
- Subjects
- Humans, Male, Female, Proto-Oncogene Proteins B-raf genetics, Mutation, Colorectal Neoplasms pathology, Colonic Neoplasms, Rectal Neoplasms, Adenocarcinoma
- Abstract
BRAF-V600E mutation (mt) is a strong negative prognostic and predictive biomarker in metastatic colorectal cancer (mCRC). Non-V600Emt, designated atypical BRAFmt (aBRAFmt) are rare, and little is known about their frequency, co-mutations and prognostic and predictive role. These were compared between mutational groups of mCRC patients collected from three Nordic population-based or real-world cohorts. Pathology of aBRAFmt was studied. The study included 1449 mCRC patients with 51 (3%) aBRAFmt, 182 (13%) BRAF-V600Emt, 456 (31%) RAS&BRAF wild-type (wt) and 760 (52%) RASmt tumours. aBRAFmt were seen in 2% of real-world and 4% of population-based cohorts. Twenty-six different aBRAFmt were detected, 11 (22%) class 2 (serrated adenocarcinoma in 2/9 tested), 32 (64%) class 3 (serrated in 15/25) and 4 (8%) unclassified. aBRAFmt patients were predominantly male, had more rectal primaries, less peritoneal metastases, deficient mismatch repair in one (2%), and better survival after metastasectomy (89% 5-year overall survival [OS]-rate) compared with BRAF-V600Emt. aBRAFmt and BRAF-V600Emt had poorer performance status and received fewer treatment lines than RAS&BRAFwt and RASmt. OS among aBRAFmt (median 14.4 months) was longer than for BRAF-V600Emt (11.2 months), but shorter than for RAS&BRAFwt (30.5 months) and RASmt (23.4 months). Addition of bevacizumab trended for better OS for the aBRAFmt. Nine patients with aBRAFmt received cetuximab/panitumumab without response. aBRAFmt represents a distinct subgroup differing from other RAS/BRAF groups, with serrated adenocarcinoma in only half. OS for patients with aBRAFmt tumours was slightly better than for BRAF-V600Emt, but worse than for RASmt and RAS&BRAFwt. aBRAFmt should not be a contraindication for metastasectomy., (© 2023 The Authors. International Journal of Cancer published by John Wiley & Sons Ltd on behalf of UICC.)
- Published
- 2024
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31. Sensitive and Specific Analyses of Colorectal Cancer Recurrence through Multiplex superRCA Mutation Detection in Blood Plasma.
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Sandberg E, Nunes L, Edqvist PH, Mathot L, Chen L, Edgren T, Al Nassralla S, Glimelius B, Landegren U, and Sjöblom T
- Abstract
Mutation analysis of circulating tumor DNA (ctDNA) has applications in monitoring of colorectal cancer (CRC) patients for recurrence. Considering the low tumor fraction of ctDNA in cell-free DNA (cfDNA) isolated from blood plasma, the sensitivity of the detection method is important. Here, plasma DNA collected at diagnosis and follow-up from 25 CRC patients was analyzed using a multiplex superRCA mutation detection assay. The assay was also performed on genomic DNA (gDNA) from tumor and normal tissue from 20 of these patients. The lower limit of detection for most sequence variants was in the range of 10
-5 , while when analyzing cfDNA from plasma with a typical input of 33 ng, the practical detection limit was ~10-4 or 0.01% mutant allele frequency (MAF). In 17 of 19 patients with identified hotspot mutations in tumor gDNA, at least one hotspot mutation could be detected in plasma DNA at the time of diagnosis. The MAF increased at subsequent time points in four of the patients who experienced a clinical relapse. Multiplex superRCA analysis of the remaining six patients did not reveal any hotspot mutations. In conclusion, multiplex superRCA assays proved suitable for monitoring CRC patients by analyzing hotspot mutations in cfDNA, and dynamic changes in MAF were observed in patients with clinical relapse.- Published
- 2024
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32. Recurring EPHB1 mutations in human cancers alter receptor signalling and compartmentalisation of colorectal cancer cells.
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Kundu S, Nunes L, Adler J, Mathot L, Stoimenov I, and Sjöblom T
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- Humans, Ligands, Mutation, Neoplasm Recurrence, Local, Receptor Protein-Tyrosine Kinases metabolism, Colorectal Neoplasms genetics, Colorectal Neoplasms pathology, Phosphatidylinositol 3-Kinases
- Abstract
Background: Ephrin (EPH) receptors have been implicated in tumorigenesis and metastasis, but the functional understanding of mutations observed in human cancers is limited. We previously demonstrated reduced cell compartmentalisation for somatic EPHB1 mutations found in metastatic colorectal cancer cases. We therefore integrated pan-cancer and pan-EPH mutational data to prioritise recurrent EPHB1 mutations for functional studies to understand their contribution to cancer development and metastasis., Methods: Here, 79,151 somatic mutations in 9,898 samples of 33 different tumour types were analysed with a bioinformatic pipeline to find 3D-mutated cluster pairs and hotspot mutations in EPH receptors. From these, 15 recurring EPHB1 mutations were stably expressed in colorectal cancer followed by confocal microscopy based in vitro compartmentalisation assays and phospho-proteome analysis., Results: The 3D-protein structure-based bioinformatics analysis resulted in 63% EPHB1 mutants with compartmentalisation phenotypes vs 43% for hotspot mutations. Whereas the ligand-binding domain mutations C61Y, R90C, and R170W, the fibronectin domain mutation R351L, and the kinase domain mutation D762N displayed reduced to strongly compromised cell compartmentalisation, the kinase domain mutations R743W and G821R enhanced this phenotype. While mutants with reduced compartmentalisation also had reduced ligand induced receptor phosphorylation, the enhanced compartmentalisation was not linked to receptor phosphorylation level. Phosphoproteome mapping pinpointed the PI3K pathway and PIK3C2B phosphorylation in cells harbouring mutants with reduced compartmentalisation., Conclusions: This is the first integrative study of pan-cancer EPH receptor mutations followed by in vitro validation, a robust way to identify cancer-causing mutations, uncovering EPHB1 mutation phenotypes and demonstrating the utility of protein structure-based mutation analysis in characterization of novel cancer genes. Video Abstract., (© 2023. The Author(s).)
- Published
- 2023
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33. Automated detection, segmentation and measurement of major vessels and the trachea in CT pulmonary angiography.
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Kahraman AT, Fröding T, Toumpanakis D, Sladoje N, and Sjöblom T
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- Angiography, Algorithms, Tomography, X-Ray Computed methods, Trachea diagnostic imaging, Mediastinum
- Abstract
Mediastinal structure measurements are important for the radiologist's review of computed tomography pulmonary angiography (CTPA) examinations. In the reporting process, radiologists make measurements of diameters, volumes, and organ densities for image quality assessment and risk stratification. However, manual measurement of these features is time consuming. Here, we sought to develop a time-saving automated algorithm that can accurately detect, segment and measure mediastinal structures in routine clinical CTPA examinations. In this study, 700 CTPA examinations collected and annotated. Of these, a training set of 180 examinations were used to develop a fully automated deterministic algorithm. On the test set of 520 examinations, two radiologists validated the detection and segmentation performance quantitatively, and ground truth was annotated to validate the measurement performance. External validation was performed in 47 CTPAs from two independent datasets. The system had 86-100% detection and segmentation accuracy in the different tasks. The automatic measurements correlated well to those of the radiologist (Pearson's r 0.68-0.99). Taken together, the fully automated algorithm accurately detected, segmented, and measured mediastinal structures in routine CTPA examinations having an adequate representation of common artifacts and medical conditions., (© 2023. The Author(s).)
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- 2023
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34. Identification of ATF3 as a novel protective signature of quiescent colorectal tumor cells.
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Lu X, Zhong L, Lindell E, Veanes M, Guo J, Zhao M, Salehi M, Swartling FJ, Chen X, Sjöblom T, and Zhang X
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- Humans, Cell Line, Tumor, Promoter Regions, Genetic, Tumor Microenvironment, Activating Transcription Factor 3 genetics, Activating Transcription Factor 3 metabolism, Neoplasm Recurrence, Local genetics, Colorectal Neoplasms pathology
- Abstract
Colorectal cancer (CRC) is the third most common cancer and the second leading cause of death in the world. In most cases, drug resistance and tumor recurrence are ultimately inevitable. One obstacle is the presence of chemotherapy-insensitive quiescent cancer cells (QCCs). Identification of unique features of QCCs may facilitate the development of new targeted therapeutic strategies to eliminate tumor cells and thereby delay tumor recurrence. Here, using single-cell RNA sequencing, we classified proliferating and quiescent cancer cell populations in the human colorectal cancer spheroid model and identified ATF3 as a novel signature of QCCs that could support cells living in a metabolically restricted microenvironment. RNA velocity further showed a shift from the QCC group to the PCC group indicating the regenerative capacity of the QCCs. Our further results of epigenetic analysis, STING analysis, and evaluation of TCGA COAD datasets build a conclusion that ATF3 can interact with DDIT4 and TRIB3 at the transcriptional level. In addition, decreasing the expression level of ATF3 could enhance the efficacy of 5-FU on CRC MCTS models. In conclusion, ATF3 was identified as a novel marker of QCCs, and combining conventional drugs targeting PCCs with an option to target QCCs by reducing ATF3 expression levels may be a promising strategy for more efficient removal of tumor cells., (© 2023. The Author(s).)
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- 2023
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35. Next generation pan-cancer blood proteome profiling using proximity extension assay.
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Álvez MB, Edfors F, von Feilitzen K, Zwahlen M, Mardinoglu A, Edqvist PH, Sjöblom T, Lundin E, Rameika N, Enblad G, Lindman H, Höglund M, Hesselager G, Stålberg K, Enblad M, Simonson OE, Häggman M, Axelsson T, Åberg M, Nordlund J, Zhong W, Karlsson M, Gyllensten U, Ponten F, Fagerberg L, and Uhlén M
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- Humans, Proteome metabolism, Precision Medicine, Machine Learning, Neoplasms diagnosis, Neoplasms metabolism, Hematologic Neoplasms
- Abstract
A comprehensive characterization of blood proteome profiles in cancer patients can contribute to a better understanding of the disease etiology, resulting in earlier diagnosis, risk stratification and better monitoring of the different cancer subtypes. Here, we describe the use of next generation protein profiling to explore the proteome signature in blood across patients representing many of the major cancer types. Plasma profiles of 1463 proteins from more than 1400 cancer patients are measured in minute amounts of blood collected at the time of diagnosis and before treatment. An open access Disease Blood Atlas resource allows the exploration of the individual protein profiles in blood collected from the individual cancer patients. We also present studies in which classification models based on machine learning have been used for the identification of a set of proteins associated with each of the analyzed cancers. The implication for cancer precision medicine of next generation plasma profiling is discussed., (© 2023. The Author(s).)
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- 2023
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36. Signet Ring Cell Colorectal and Appendiceal Cancer: A Small Signet Ring Cell Component Is Also Associated with Poor Outcome.
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Enblad M, Egerszegi PP, Birgisson H, Sjöblom T, Glimelius B, and Folkesson J
- Abstract
Background: Colorectal signet ring cell (SRC) carcinoma with ≥50% SRCs (SRC ≥ 50) has a poor prognosis, but the prognostic role of SRCs < 50% (SRC < 50) is unclear. The aim of this study was to provide a clinicopathological characterization of SRC colorectal and appendiceal tumours and analyse the importance of the SRC component size., Methods: All patients in the Swedish Colorectal Cancer Registry diagnosed with colorectal or appendiceal cancer in 2009-2020 at Uppsala University Hospital, Sweden, were included. The SRCs were verified, and the components estimated by a gastrointestinal pathologist., Results: Of the 2229 colorectal cancers, 51 (2.3%) had SRCs, with a median component size of 30% (interquartile range of 12.5-40) and 10 (0.45%) had SRC ≥ 50. The SRC tumours were primarily localized in the right colon (59%) and appendix (16%). No patients with SRCs had stage I disease, and 26 (51%) had stage IV, of whom, 18 (69%) had peritoneal metastases. The SRC tumours were often high grade with perineural and vascular invasion. The 5-year overall survival (OS) rate for patients with SRC ≥ 50 were 20% (95% confidence interval (CI) 6-70), for SRC < 50, 39% (95% CI 24-61); and for non-SRCs, 55% (95% CI 55-60). Among the patients with SRC < 50 and <50% extracellular mucin, the 5-year OS was 34% (95% CI 19-61), while those with ≥50% extracellular mucin had an OS of 50% (95% CI 25-99). The 5-year recurrence-free survival rates were 51% (95% CI 13-83) for patients with SRC tumours, as compared to 83% (95% CI 77-89) and 81% (95% CI 79-84) for mucinous and non-mucinous adenocarcinoma, respectively., Conclusions: The presence of SRCs was strongly associated with aggressive clinicopathological features, peritoneal metastases, and poor prognosis, also when they make up <50% of a tumour.
- Published
- 2023
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37. Exact Probability Distribution for the ROC Area under Curve.
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Ekström J, Åkerrén Ögren J, and Sjöblom T
- Abstract
The Receiver Operating Characteristic (ROC) is a de facto standard for determining the accuracy of in vitro diagnostic (IVD) medical devices, and thus the exactness in its probability distribution is crucial toward accurate statistical inference. We show the exact probability distribution of the ROC AUC-value, hence exact critical values and p -values are readily obtained. Because the exact calculations are computationally intense, we demonstrate a method of geometric interpolation, which is exact in a special case but generally an approximation, vastly increasing computational speeds. The method is illustrated through open access data, demonstrating superiority of 26 composite biomarkers relative to a predicate device. Especially under correction for testing of multiple hypotheses, traditional asymptotic approximations are encumbered by considerable imprecision, adversely affecting IVD device development. The ability to obtain exact p -values will allow more efficient IVD device development.
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- 2023
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38. An immune score reflecting pro- and anti-tumoural balance of tumour microenvironment has major prognostic impact and predicts immunotherapy response in solid cancers.
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Mezheyeuski A, Backman M, Mattsson J, Martín-Bernabé A, Larsson C, Hrynchyk I, Hammarström K, Ström S, Ekström J, Mauchanski S, Khelashvili S, Lindberg A, Agnarsdóttir M, Edqvist PH, Huvila J, Segersten U, Malmström PU, Botling J, Nodin B, Hedner C, Borg D, Brändstedt J, Sartor H, Leandersson K, Glimelius B, Portyanko A, Ponten F, Jirström K, Micke P, and Sjöblom T
- Subjects
- Humans, Prognosis, Tumor Microenvironment, Lymphocytes, Tumor-Infiltrating metabolism, Immunotherapy, Biomarkers, Tumor genetics, Adenocarcinoma pathology, Lung Neoplasms pathology
- Abstract
Background: Cancer immunity is based on the interaction of a multitude of cells in the spatial context of the tumour tissue. Clinically relevant immune signatures are therefore anticipated to fundamentally improve the accuracy in predicting disease progression., Methods: Through a multiplex in situ analysis we evaluated 15 immune cell classes in 1481 tumour samples. Single-cell and bulk RNAseq data sets were used for functional analysis and validation of prognostic and predictive associations., Findings: By combining the prognostic information of anti-tumoural CD8
+ lymphocytes and tumour supportive CD68+ CD163+ macrophages in colorectal cancer we generated a signature of immune activation (SIA). The prognostic impact of SIA was independent of conventional parameters and comparable with the state-of-art immune score. The SIA was also associated with patient survival in oesophageal adenocarcinoma, bladder cancer, lung adenocarcinoma and melanoma, but not in endometrial, ovarian and squamous cell lung carcinoma. We identified CD68+ CD163+ macrophages as the major producers of complement C1q, which could serve as a surrogate marker of this macrophage subset. Consequently, the RNA-based version of SIA (ratio of CD8A to C1QA) was predictive for survival in independent RNAseq data sets from these six cancer types. Finally, the CD8A/C1QA mRNA ratio was also predictive for the response to checkpoint inhibitor therapy., Interpretation: Our findings extend current concepts to procure prognostic information from the tumour immune microenvironment and provide an immune activation signature with high clinical potential in common human cancer types., Funding: Swedish Cancer Society, Lions Cancer Foundation, Selanders Foundation, P.O. Zetterling Foundation, U-CAN supported by SRA CancerUU, Uppsala University and Region Uppsala., Competing Interests: Declaration of interests A.M. and T.S. are co-inventors on a provisional patent application P42105124SE00 “Novel biomarker” regarding a method for the prognosis of survival time of a subject diagnosed with a cancer described herein. K.L. is a board member of Cantargia AB, a company developing IL1RAP inhibitors. This does not alter the Author's adherence to all guidelines for publication. No other funding except listed in the section Methods/Funders was involved. No other conflicts of interest were disclosed by the other authors., (Copyright © 2023 The Author(s). Published by Elsevier B.V. All rights reserved.)- Published
- 2023
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39. Enhanced cytotoxicity of a novel family of ATPase inhibitors in colorectal cancer cells with high NAT2 activity.
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Zhang X, Akcan E, Correia M, Rameika N, Kundu S, Stoimenov I, Rendo V, Eriksson AU, Haraldsson M, Globisch D, and Sjöblom T
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- Acetyltransferases genetics, Adenosine Triphosphatases, Alleles, Humans, Antineoplastic Agents pharmacology, Arylamine N-Acetyltransferase genetics, Arylamine N-Acetyltransferase metabolism, Colorectal Neoplasms drug therapy, Colorectal Neoplasms genetics
- Abstract
Loss of heterozygosity (LOH) is a hallmark feature of cancer genomes that reduces allelic variation, thereby creating tumor specific vulnerabilities which could be exploited for therapeutic purposes. We previously reported that loss of drug metabolic arylamine N-acetyltransferase 2 (NAT2) activity following LOH at 8p22 could be targeted for collateral lethality anticancer therapy in colorectal cancer (CRC). Here, we report a novel compound CBK034026C that exhibits specific toxicity towards CRC cells with high NAT2 activity. Connectivity Map analysis revealed that CBK034026C elicited a response pattern related to ATPase inhibitors. Similar to ouabain, a potent inhibitor of the Na
+ /K+ -ATPase, CBK034026C activated the Nf-kB pathway. Further metabolomic profiling revealed downregulation of pathways associated with antioxidant defense and mitochondrial metabolism in CRC cells with high NAT2 activity, thereby weakening the protective response to oxidative stress induced by CBK034026C. The identification of a small molecule targeting metabolic vulnerabilities caused by NAT2 activity provides novel avenues for development of anticancer agents., (Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.)- Published
- 2022
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40. Iron Chelator VLX600 Inhibits Mitochondrial Respiration and Promotes Sensitization of Neuroblastoma Cells in Nutrition-Restricted Conditions.
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Jakobsson AW, Kundu S, Guo J, Chowdhury A, Zhao M, Lindell E, Bergsten P, Swartling FJ, Sjöblom T, and Zhang X
- Abstract
Neuroblastoma, the most common solid tumor in children, is characterized by amplification of the MYCN proto-oncogene, a high-risk aggressive clinical marker associated with treatment failure. MYCN plays an important role in cell growth, proliferation, metabolism, and chemoresistance. Here, we show for the first time that in neuroblastoma, iron chelator VLX600 inhibits mitochondrial respiration, decreases expression levels of MYCN/LMO1, and induces an efficient cell death regardless of MYCN status in both 2D and 3D culture conditions. Moreover, insufficient induction of autophagy was observed in cells treated with VLX600, which is essential as a protective response in the event of ATP synthesis disruption. Further inhibition of glucose uptake using DRB18, a pan-GLUT (glucose transporter) inhibitor, synergized the effect of VLX600 and no significant cell death was found in immortalized epithelial cells under this combination treatment. Our results demonstrate that inhibition of mitochondrial respiration by iron chelator VLX600 accompanied by autophagy deficiency promotes sensitivity of neuroblastoma cells in a nutrition-restricted microenvironment regardless of MYCN status, indicating that MYCN expression level is an essential clinical marker but might not be a necessary target for the treatment of neuroblastoma which warrants further investigation. VLX600 has been studied in Phase I clinical trials; combining VLX600 with conventional chemotherapy could be an innovative therapeutic strategy for neuroblastoma.
- Published
- 2022
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41. Next Generation Plasma Proteomics Identifies High-Precision Biomarker Candidates for Ovarian Cancer.
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Gyllensten U, Hedlund-Lindberg J, Svensson J, Manninen J, Öst T, Ramsell J, Åslin M, Ivansson E, Lomnytska M, Lycke M, Axelsson T, Liljedahl U, Nordlund J, Edqvist PH, Sjöblom T, Uhlén M, Stålberg K, Sundfeldt K, Åberg M, and Enroth S
- Abstract
Background: Ovarian cancer is the eighth most common cancer among women and has a 5-year survival of only 30-50%. The survival is close to 90% for patients in stage I but only 20% for patients in stage IV. The presently available biomarkers have insufficient sensitivity and specificity for early detection and there is an urgent need to identify novel biomarkers., Methods: We employed the Explore PEA technology for high-precision analysis of 1463 plasma proteins and conducted a discovery and replication study using two clinical cohorts of previously untreated patients with benign or malignant ovarian tumours ( N = 111 and N = 37)., Results: The discovery analysis identified 32 proteins that had significantly higher levels in malignant cases as compared to benign diagnoses, and for 28 of these, the association was replicated in the second cohort. Multivariate modelling identified three highly accurate models based on 4 to 7 proteins each for separating benign tumours from early-stage and/or late-stage ovarian cancers, all with AUCs above 0.96 in the replication cohort. We also developed a model for separating the early-stage from the late-stage achieving an AUC of 0.81 in the replication cohort. These models were based on eleven proteins in total (ALPP, CXCL8, DPY30, IL6, IL12, KRT19, PAEP, TSPAN1, SIGLEC5, VTCN1, and WFDC2), notably without MUCIN-16. The majority of the associated proteins have been connected to ovarian cancer but not identified as potential biomarkers., Conclusions: The results show the ability of using high-precision proteomics for the identification of novel plasma protein biomarker candidates for the early detection of ovarian cancer.
- Published
- 2022
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42. KRAS -G12C Mutation in One Real-Life and Three Population-Based Nordic Cohorts of Metastatic Colorectal Cancer.
- Author
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Osterlund E, Ristimäki A, Kytölä S, Kuopio T, Heervä E, Muhonen T, Halonen P, Kallio R, Soveri LM, Sundström J, Keinänen M, Ålgars A, Ristamäki R, Sorbye H, Pfeiffer P, Nunes L, Salminen T, Lamminmäki A, Mäkinen MJ, Sjöblom T, Isoniemi H, Glimelius B, and Osterlund P
- Abstract
Background: KRAS mutations, present in over 40% of metastatic colorectal cancer (mCRC), are negative predictive factors for anti-EGFR therapy. Mutations in KRAS- G12C have a cysteine residue for which drugs have been developed. Published data on this specific mutation are conflicting; thus, we studied the frequency and clinical characteristics in a real-world and population-based setting., Methods: Patients from three Nordic population-based cohorts and the real-life RAXO-study were combined. RAS and BRAF tests were performed in routine healthcare, except for one cohort. The dataset consisted of 2,559 patients, of which 1,871 could be accurately classified as KRAS , NRAS , and BRAF -V600E. Demographics, treatments, and outcomes were compared using logistic regression. Overall survival (OS) was estimated with Kaplan-Meier, and differences were compared using Cox regression, adjusted for baseline factors., Results: The KRAS- G12C frequency was 2%-4% of all tested in the seven cohorts (mean 3%) and 4%-8% of KRAS mutated tumors in the cohorts (mean 7%). Metastasectomies and ablations were performed more often (38% vs. 28%, p = 0.040), and bevacizumab was added more often (any line 74% vs. 59%, p = 0.007) for patients with KRAS- G12C- vs. other KRAS -mutated tumors, whereas chemotherapy was given to similar proportions. OS did not differ according to KRAS mutation, neither overall (adjusted hazard ratio (HR) 1.03; 95% CI 0.74-1.42, reference KRAS -G12C) nor within treatment groups defined as "systemic chemotherapy, alone or with biologics", "metastasectomy and/or ablations", or "best supportive care", RAS and BRAF wild-type tumors (n = 548) differed similarly to KRAS -G12C, as to other KRAS - or NRAS -mutated (n = 66) tumors., Conclusions: In these real-life and population-based cohorts, there were no significant differences in patient characteristics and outcomes between patients with KRAS- G12C tumors and those with other KRAS mutations. This contrasts with the results of most previous studies claiming differences in many aspects, often with worse outcomes for those with a KRAS- G12C mutation, although not consistent. When specific drugs are developed, as for this mutation, differences in outcome will hopefully emerge., Competing Interests: EO, AR, SK, TK, EH, TM, PH, RK, L-MS, JS, MK, AÅ, RR, PP, TSa, AL, MM, HI, and PO report institutional research funding from Eli Lilly, Merck KGaA, Nordic Drugs, Roche Oy, and Sanofi or unrestricted grants from Amgen and Servier, during the conduct of the study. EO, LN, TSj, and BG report unrestricted grants from Amgen for molecular analysis in the Uppsala region cohort. EO, AR, SK, TK, EH, TM, PH, RK, L-MS, JS, MK, AÅ, RR, HS, PP, TSa, AL, MM, HI, and PO report grants, personal fees, or non-financial support from AbbVie, Amgen, Astra-Zeneca, Bayer, Celgene, Eli Lilly, Eisai, Erytech Pharma, Incyte, Fresenius, Jansen-Cilag, Merck, MSD, Nordic Drugs, Nutricia, Pierre-Fabre, Roche, Sanofi, Servier, Sobi, or Varian., (Copyright © 2022 Osterlund, Ristimäki, Kytölä, Kuopio, Heervä, Muhonen, Halonen, Kallio, Soveri, Sundström, Keinänen, Ålgars, Ristamäki, Sorbye, Pfeiffer, Nunes, Salminen, Lamminmäki, Mäkinen, Sjöblom, Isoniemi, Glimelius and Osterlund.)
- Published
- 2022
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43. Profiling chromatin accessibility in formalin-fixed paraffin-embedded samples.
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Zhang H, Polavarapu VK, Xing P, Zhao M, Mathot L, Zhao L, Rosen G, Swartling FJ, Sjöblom T, and Chen X
- Subjects
- Epigenesis, Genetic, Gene Expression Profiling methods, Humans, Paraffin Embedding methods, Tissue Fixation methods, Chromatin genetics, Formaldehyde
- Abstract
Archived formalin-fixed paraffin-embedded (FFPE) samples are the global standard format for preservation of the majority of biopsies in both basic research and translational cancer studies, and profiling chromatin accessibility in the archived FFPE tissues is fundamental to understanding gene regulation. Accurate mapping of chromatin accessibility from FFPE specimens is challenging because of the high degree of DNA damage. Here, we first showed that standard ATAC-seq can be applied to purified FFPE nuclei but yields lower library complexity and a smaller proportion of long DNA fragments. We then present FFPE-ATAC, the first highly sensitive method for decoding chromatin accessibility in FFPE tissues that combines Tn5-mediated transposition and T7 in vitro transcription. The FFPE-ATAC generates high-quality chromatin accessibility profiles with 500 nuclei from a single FFPE tissue section, enables the dissection of chromatin profiles from the regions of interest with the aid of hematoxylin and eosin (H&E) staining, and reveals disease-associated chromatin regulation from the human colorectal cancer FFPE tissue archived for >10 yr. In summary, the approach allows decoding of the chromatin states that regulate gene expression in archival FFPE tissues, thereby permitting investigators to better understand epigenetic regulation in cancer and precision medicine., (© 2022 Zhang et al.; Published by Cold Spring Harbor Laboratory Press.)
- Published
- 2022
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44. FACT-seq: profiling histone modifications in formalin-fixed paraffin-embedded samples with low cell numbers.
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Zhao L, Xing P, Polavarapu VK, Zhao M, Valero-Martínez B, Dang Y, Maturi N, Mathot L, Neves I, Yildirim I, Swartling FJ, Sjöblom T, Uhrbom L, and Chen X
- Subjects
- Animals, Cell Line, Humans, Mice, Protein Processing, Post-Translational, Staphylococcal Protein A metabolism, Transposases metabolism, Chromatin metabolism, Epigenesis, Genetic, Histones analysis
- Abstract
The majority of biopsies in both basic research and translational cancer studies are preserved in the format of archived formalin-fixed paraffin-embedded (FFPE) samples. Profiling histone modifications in archived FFPE tissues is critically important to understand gene regulation in human disease. The required input for current genome-wide histone modification profiling studies from FFPE samples is either 10-20 tissue sections or whole tissue blocks, which prevents better resolved analyses. But it is desirable to consume a minimal amount of FFPE tissue sections in the analysis as clinical tissues of interest are limited. Here, we present FFPE tissue with antibody-guided chromatin tagmentation with sequencing (FACT-seq), the first highly sensitive method to efficiently profile histone modifications in FFPE tissues by combining a novel fusion protein of hyperactive Tn5 transposase and protein A (T7-pA-Tn5) transposition and T7 in vitro transcription. FACT-seq generates high-quality chromatin profiles from different histone modifications with low number of FFPE nuclei. We proved a very small piece of FFPE tissue section containing ∼4000 nuclei is sufficient to decode H3K27ac modifications with FACT-seq. H3K27ac FACT-seq revealed disease-specific super enhancers in the archived FFPE human colorectal and human glioblastoma cancer tissue. In summary, FACT-seq allows decoding the histone modifications in archival FFPE tissues with high sensitivity and help researchers to better understand epigenetic regulation in cancer and human disease., (© The Author(s) 2021. Published by Oxford University Press on behalf of Nucleic Acids Research.)
- Published
- 2021
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45. The Immune Landscape of Colorectal Cancer.
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Mezheyeuski A, Micke P, Martín-Bernabé A, Backman M, Hrynchyk I, Hammarström K, Ström S, Ekström J, Edqvist PH, Sundström M, Ponten F, Leandersson K, Glimelius B, and Sjöblom T
- Abstract
While the clinical importance of CD8+ and CD3+ cells in colorectal cancer (CRC) is well established, the impact of other immune cell subsets is less well described. We sought to provide a detailed overview of the immune landscape of CRC in the largest study to date in terms of patient numbers and in situ analyzed immune cell types. Tissue microarrays from 536 patients were stained using multiplexed immunofluorescence panels, and fifteen immune cell subclasses, representing adaptive and innate immunity, were analyzed. Overall, therapy-naïve CRC patients clustered into an 'inflamed' and a 'desert' group. Most T cell subsets and M2 macrophages were enriched in the right colon ( p -values 0.046-0.004), while pDC cells were in the rectum ( p = 0.008). Elderly patients had higher infiltration of M2 macrophages ( p = 0.024). CD8+ cells were linked to improved survival in colon cancer stages I-III (q = 0.014), while CD4+ cells had the strongest impact on overall survival in metastatic CRC (q = 0.031). Finally, we demonstrated repopulation of the immune infiltrate in rectal tumors post radiation, following an initial radiation-induced depletion. This study provides a detailed analysis of the in situ immune landscape of CRC paving the way for better diagnostics and providing hints to better target the immune microenvironment.
- Published
- 2021
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46. Common and mutation specific phenotypes of KRAS and BRAF mutations in colorectal cancer cells revealed by integrative -omics analysis.
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Kundu S, Ali MA, Handin N, Conway LP, Rendo V, Artursson P, He L, Globisch D, and Sjöblom T
- Subjects
- Colorectal Neoplasms metabolism, Colorectal Neoplasms pathology, Humans, Phenotype, Proto-Oncogene Proteins B-raf metabolism, Proto-Oncogene Proteins p21(ras) metabolism, Colorectal Neoplasms genetics, Mutation, Proto-Oncogene Proteins B-raf genetics, Proto-Oncogene Proteins p21(ras) genetics
- Abstract
Background: Genes in the Ras pathway have somatic mutations in at least 60 % of colorectal cancers. Despite activating the same pathway, the BRAF V600E mutation and the prevalent mutations in codon 12 and 13 of KRAS have all been linked to different clinical outcomes, but the molecular mechanisms behind these differences largely remain to be clarified., Methods: To characterize the similarities and differences between common activating KRAS mutations and between KRAS and BRAF mutations, we used genome editing to engineer KRAS G12C/D/V and G13D mutations in colorectal cancer cells that had their mutant BRAF V600E allele removed and subjected them to transcriptome sequencing, global proteomics and metabolomics analyses., Results: By intersecting differentially expressed genes, proteins and metabolites, we uncovered (i) two-fold more regulated genes and proteins when comparing KRAS to BRAF mutant cells to those lacking Ras pathway mutation, (ii) five differentially expressed proteins in KRAS mutants compared to cells lacking Ras pathway mutation (IFI16, S100A10, CD44, GLRX and AHNAK2) and 6 (CRABP2, FLNA, NXN, LCP1, S100A10 and S100A2) compared to BRAF mutant cells, (iii) 19 proteins expressed differentially in a KRAS mutation specific manner versus BRAF V600E cells, (iv) regulation of the Integrin Linked Kinase pathway by KRAS but not BRAF mutation, (v) regulation of amino acid metabolism, particularly of the tyrosine, histidine, arginine and proline pathways, the urea cycle and purine metabolism by Ras pathway mutations, (vi) increased free carnitine in KRAS and BRAF mutant RKO cells., Conclusions: This comprehensive integrative -omics analysis confirms known and adds novel genes, proteins and metabolic pathways regulated by mutant KRAS and BRAF signaling in colorectal cancer. The results from the new model systems presented here can inform future development of diagnostic and therapeutic approaches targeting tumors with KRAS and BRAF mutations.
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- 2021
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47. Completeness and accuracy of the registration of recurrences in the Swedish Colorectal Cancer Registry (SCRCR) and an update of recurrence risk in colon cancer.
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Osterman E, Hammarström K, Imam I, Osterlund E, Sjöblom T, and Glimelius B
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- Humans, Neoplasm Recurrence, Local epidemiology, Neoplasm Recurrence, Local pathology, Neoplasm Staging, Registries, Risk Factors, Sweden epidemiology, Colonic Neoplasms epidemiology, Colonic Neoplasms pathology, Colorectal Neoplasms epidemiology, Colorectal Neoplasms pathology
- Abstract
Background: The completeness and accuracy of the registration of synchronous metastases and recurrences in the Swedish Colorectal Cancer Registry has not been investigated. Knowing how accurate these parameters are in the registry is a prerequisite to adequately measure the current recurrence risk., Methods: All charts for patients diagnosed with stage I-III colorectal cancer (CRC) in two regions were reviewed. In one of the regions, all registrations of synchronous metastases were similarly investigated. After the database had been corrected, recurrence risk in colon cancer was calculated stratified by risk group as suggested by ESMO in 2020., Results: In patients operated upon more than five years ago ( N = 1235), there were 20 (1.6%) recurrences not reported. In more recent patients, more recurrences were unreported (4.0%). Few synchronous metastases were wrongly registered (3.6%) and, likewise, few synchronous metastases were not registered (about 1%). The five-year recurrence risk in stage II was 6% for low-risk, 11% for intermediate risk, and 23% for high-risk colon cancer patients. In stage III, it was 25% in low- and 45% in high-risk patients. Incorporation of risk factors in stage III modified the risks substantially even if this is not considered by ESMO. Adjuvant chemotherapy lowered the risk in stage III but not to any relevant extent in stage II., Conclusion: The registration of recurrences in the registry after 5 years is accurate to between 1 and 2% but less accurate earlier. A small number of unreported recurrences and falsely reported recurrences were discovered in the chart review. The recurrence risk in this validated and updated patient series matches what has been recently reported, except for the risk of recurrence in stage II low risk colon cancers which seem to be even a few percentage points lower (6 vs. 9%).
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- 2021
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48. Neoadjuvant rectal (NAR) score: Value evaluating the efficacy of neoadjuvant therapy and prognostic significance after surgery?
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Imam I, Hammarström K, Sjöblom T, and Glimelius B
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- Chemoradiotherapy, Humans, Neoplasm Recurrence, Local pathology, Neoplasm Staging, Prognosis, Rectum pathology, Neoadjuvant Therapy, Rectal Neoplasms pathology, Rectal Neoplasms therapy
- Abstract
Introduction: The Neoadjuvant rectal (NAR) score is a new surrogate endpoint to be used in clinical trials for early determination of treatment response to different preoperative therapies. The aim is to further validate the NAR-score, primarily developed using chemoradiotherapy (CRT) with a delay to surgery 6-8 weeks, and explore its value using other schedules., Materials and Methods: The study included all 9978 patients diagnosed with non-metastasized RC in 2007-2015 that had undergone surgery and was registered in the Swedish Colorectal Cancer Registry. The patients of interest had either short-course radiotherapy (scRT)/CRT + delayed surgery, long-course radiotherapy (RT) + delayed surgery, (C)RT + additional chemotherapy, primary surgery, or scRT + immediate surgery. The scRT/CRT + delayed surgery groups were further divided based on time to surgery., Results: Mean NAR-score differed significantly (p < 0.0001) between different treatments. (C)RT + additional chemotherapy had the lowest mean score of 16.3 and CRT + delayed surgery had 17.7. There was a significant difference (p < 0.05) in overall survival (OS) and time to recurrence (TTR) of patients with a Low NAR-score (<8) compared to those with a High score (>16) for both CRT- and scRT, with a stronger correlation for CRT-patients. C-index for the NAR-score model (0.623) was not superior to when only pathological T- and N-stage was used (0.646)., Conclusions: The NAR-score is prognostic, but it is not better than pT- and pN-stage. However, the NAR-score can still discriminate between two treatments that have different cell killing effect and may still be of value in clinical trials as an easier method than pT- and N-stage., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2021 The Authors. Published by Elsevier B.V. All rights reserved.)
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- 2021
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49. Author Correction: Targeted sequencing reveals the somatic mutation landscape in a Swedish breast cancer cohort.
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Mathioudaki A, Ljungström V, Melin M, Arendt ML, Nordin J, Karlsson Å, Murén E, Saksena P, Meadows JRS, Marinescu VD, Sjöblom T, and Lindblad-Toh K
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- 2021
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50. Targeting Loss of Heterozygosity: A Novel Paradigm for Cancer Therapy.
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Zhang X and Sjöblom T
- Abstract
Loss of heterozygosity (LOH) is a common genetic event in the development of cancer. In certain tumor types, LOH can affect more than 20% of the genome, entailing loss of allelic variation in thousands of genes. This reduction of heterozygosity creates genetic differences between tumor and normal cells, providing opportunities for development of novel cancer therapies. Here, we review and summarize (1) mutations associated with LOH on chromosomes which have been shown to be promising biomarkers of cancer risk or the prediction of clinical outcomes in certain types of tumors; (2) loci undergoing LOH that can be targeted for development of novel anticancer drugs as well as (3) LOH in tumors provides up-and-coming possibilities to understand the underlying mechanisms of cancer evolution and to discover novel cancer vulnerabilities which are worth a further investigation in the near future.
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- 2021
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