593 results on '"Kellokumpu-Lehtinen, P."'
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2. Neuropilin-1 and placental growth factor as prognostic factors in metastatic breast cancer
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Mäenpää, Niina, Tiainen, Leena, Hämäläinen, Mari, Luukkaala, Tiina, Tanner, Minna, Lahdenperä, Outi, Vihinen, Pia, Karihtala, Peeter, Kellokumpu-Lehtinen, Pirkko-Liisa, Moilanen, Eeva, and Jukkola, Arja
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- 2024
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3. Neuropilin-1 and placental growth factor as prognostic factors in metastatic breast cancer
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Niina Mäenpää, Leena Tiainen, Mari Hämäläinen, Tiina Luukkaala, Minna Tanner, Outi Lahdenperä, Pia Vihinen, Peeter Karihtala, Pirkko-Liisa Kellokumpu-Lehtinen, Eeva Moilanen, and Arja Jukkola
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Angiogenesis ,VEGF ,VEGFR ,Prognosis ,Metastatic breast cancer ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Angiogenesis is crucial for tumor development, progression, and metastasizing. The most important regulator of angiogenesis is the vascular endothelial growth factor (VEGF) family, which is involved in multiple pathways in tumor microenvironment. The objective of this study was to investigate the prognostic value of the VEGF family in patients treated for metastatic breast cancer. The emphasis was on neuropilin-1 (NRP-1) and placental growth factor (PlGF). Materials and methods An analysis of eight members of the VEGF family was performed using baseline plasma samples of 65 patients treated for metastatic HER2 negative breast cancer in a phase II first-line bevacizumab plus chemotherapy trial. The patients were divided into two groups, high or low, according to the median for each VEGF family member. Progression-free survival (PFS) and overall survival (OS) were determined for each VEGF family member. Results The patients with low plasma levels of NRP-1 and PlGF had a longer OS than those with high plasma levels [multivariable adjusted hazard ratios (HRs) 2.54 (95% confidence interval (CI) 1.11–5.82, p = 0.02) and 3.11 (95% CI 1.30–7.47, p = 0.01), respectively]. The patients with low levels of both NRP-1 and PlGF had a remarkably long OS with HR of 6.24, (95% CI 1.97–19.76, p = 0.002). In addition, high baseline NRP-1 level was associated with a significantly shorter PFS [multivariable adjusted HR 2.90 (95% CI 1.02–8.28, p = 0.04)] than that in the low-level group, and a high baseline vascular endothelial growth factor receptor-2 level was associated with a longer PFS [multivariable adjusted HR 0.43 (95% CI 0.19–0.98, p = 0.04)]. Conclusion Especially NRP-1 and PlGF have prognostic potential in metastatic breast cancer patients treated with a bevacizumab-taxane combination. Patients with low plasma levels of NRP-1 or PlGF have longer OS than patients with high levels. Patients with both low NRP-1 and PlGF levels appear to have excellent long-term survival. Trial registration ClinicalTrials.gov identifier: NCT00979641, registration date 18/09/2009. The regional Ethics Committee: R08142M, registration date 18/11/2008.
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- 2024
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4. Radiotherapy-induced diffuse myocardial fibrosis in early-stage breast cancer patients – multimodality imaging study with six-year follow-up
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Mikko Moisander, Tanja Skyttä, Sari Kivistö, Heini Huhtala, Kjell Nikus, Vesa Virtanen, Pirkko-Liisa Kellokumpu-Lehtinen, Pekka Raatikainen, and Suvi Tuohinen
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Adjuvant Radiotherapy ,Breast neoplasms ,Cardiac Electrophysiology ,Cardiotoxicity ,Echocardiography ,Endomyocardial Fibrosis ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Breast radiotherapy (RT) induces diffuse myocardial changes, which may increase the incidence of heart failure with preserved ejection fraction. This study aimed to evaluate the early signs of diffuse fibrosis after RT and their evolution during a six-year follow-up. Methods Thirty patients with early-stage left-sided breast cancer were studied with echocardiography and electrocardiography (ECG) at baseline, after RT, and at three-year and six-year follow-up visits. Echocardiography analysis included an off-line analysis of integrated backscatter (IBS). ECG was analysed for fragmented QRS (fQRS). In addition, cardiac magnetic resonance (CMR) imaging was performed at the six-year control. The left ventricle 16-segment model was used in cardiac imaging, and respective local radiation doses were analysed. Results Regional myocardial reflectivity in inferoseptal segments increased by 2.02 (4.53) dB (p = 0.026) and the percentage of leads with fQRS increased from 9.2 to 16.4% (p = 0.002) during the follow-up. In CMR imaging, abnormal extracellular volume (ECV) and T1 mapping values were found with anteroseptal and apical localization in a median of 3.5 (1.00–5.75) and 3 (1.25–4.00) segments, respectively. A higher left ventricle radiation dose was associated with an increased likelihood of having changes simultaneously in CMR and echocardiography (OR 1.26, 95% Cl. 1.00–1.59, p = 0.047). Conclusions After radiotherapy, progressive changes in markers of diffuse myocardial fibrosis were observed in a multimodal manner in ECG and echocardiography. Changes in echocardiography and abnormal values in CMR were localized in the septal and apical regions, and multiple changes were associated with higher radiation doses.
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- 2023
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5. Radiotherapy-induced diffuse myocardial fibrosis in early-stage breast cancer patients – multimodality imaging study with six-year follow-up
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Moisander, Mikko, Skyttä, Tanja, Kivistö, Sari, Huhtala, Heini, Nikus, Kjell, Virtanen, Vesa, Kellokumpu-Lehtinen, Pirkko-Liisa, Raatikainen, Pekka, and Tuohinen, Suvi
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- 2023
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6. The past and present of prostate cancer and its treatment and diagnostics: A historical review
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Miikka Lehtonen and Pirkko-Liisa Kellokumpu-Lehtinen
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Medicine (General) ,R5-920 - Abstract
The prognosis of local prostate cancer has improved drastically during the past 60 years. Similarly, the prognosis in metastatic stage is constantly improving due to a number of new pharmaceuticals introduced over the past 10 years. Previously, only palliative treatments were available for prostate cancer, but today, there are multiple options for treatment with curative intent: robotic-assisted radical prostatectomy, stereotactic radiotherapy and brachytherapy. Additionally, life-prolonging chemotherapeutic and androgen-suppressive treatments, as well as diagnostic imaging and staging, have improved considerably. This review summarizes the history of the treatment and diagnostics of prostate cancer, with a focus on the past 60 years. The aim was to provide a concise and easy-to-read introduction on the matter for all people that work with prostate cancer, as well as for patients. The literature was thoroughly examined covering the period from the earliest traceable records to the latest state-of-the-art studies.
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- 2023
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7. A graphical LASSO analysis of global quality of life, sub scales of the EORTC QLQ-C30 instrument and depression in early breast cancer
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Paula Poikonen-Saksela, Eleni Kolokotroni, Leena Vehmanen, Johanna Mattson, Georgios Stamatakos, Riikka Huovinen, Pirkko-Liisa Kellokumpu-Lehtinen, Carl Blomqvist, and Tiina Saarto
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Medicine ,Science - Abstract
Abstract We aimed to (a) investigate the interplay between depression, symptoms and level of functioning, and (b) understand the paths through which they influence health related quality of life (QOL) during the first year of rehabilitation period of early breast cancer. A network analysis method was used. The population consisted of 487 women aged 35–68 years, who had recently completed adjuvant chemotherapy or started endocrine therapy for early breast cancer. At baseline and at the first year from randomization QOL, symptomatology and functioning by the EORTC QLQ-C30 and BR-23 questionnaires, and depression by the Finnish version of Beck's 13-item depression scale, were collected. The multivariate interplay between the related scales was analysed via regularized partial correlation networks (graphical LASSO). The median global quality of life (gQoL) at baseline was 69.9 ± 19.0 (16.7–100) and improved to 74.9 ± 19.0 (0–100) after 1 year. Scales related to mental health (emotional functioning, cognitive functioning, depression, insomnia, body image, future perspective) were clustered together at both time points. Fatigue was mediated through a different route, having the strongest connection with physical functioning and no direct connection with depression. Multiple paths existed connecting symptoms and functioning types with gQoL. Factors with the strongest connections to gQoL included: social functioning, depression and fatigue at baseline; emotional functioning and fatigue at month 12. Overall, the most important nodes were depression, gQoL and fatigue. The graphical LASSO network analysis revealed that scales related to fatigue and emotional health had the strongest associations to the EORTC QLQ-C30 gQoL score. When we plan interventions for patients with impaired QOL it is important to consider both psychological support and interventions that improve fatigue and physical function like exercise. Trial registration: http://www.clinicaltrials.gov/ (identifier number NCT00639210).
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- 2022
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8. Tumor infiltrating lymphocyte stratification of prognostic staging of early-stage triple negative breast cancer
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Sherene Loi, Roberto Salgado, Sylvia Adams, Giancarlo Pruneri, Prudence A. Francis, Magali Lacroix-Triki, Heikki Joensuu, Maria Vittoria Dieci, Sunil Badve, Sandra Demaria, Robert Gray, Elisabetta Munzone, Damien Drubay, Jerome Lemonnier, Christos Sotiriou, Pirkko Liisa Kellokumpu-Lehtinen, Andrea Vingiani, Kathryn Gray, Fabrice André, Carsten Denkert, Martine Piccart, Elvire Roblin, and Stefan Michiels
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Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract The importance of integrating biomarkers into the TNM staging has been emphasized in the 8th Edition of the American Joint Committee on Cancer (AJCC) Staging system. In a pooled analysis of 2148 TNBC-patients in the adjuvant setting, TILs are found to strongly up and downstage traditional pathological-staging in the Pathological and Clinical Prognostic Stage Groups from the AJJC 8th edition Cancer Staging System. This suggest that clinical and research studies on TNBC should take TILs into account in addition to stage, as for example patients with stage II TNBC and high TILs have a better outcome than patients with stage I and low TILs.
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- 2022
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9. Management of Patients with Advanced Prostate Cancer: The Report of the Advanced Prostate Cancer Consensus Conference APCCC 2017
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Gillessen, Silke, Attard, Gerhardt, Beer, Tomasz M, Beltran, Himisha, Bossi, Alberto, Bristow, Rob, Carver, Brett, Castellano, Daniel, Chung, Byung Ha, Clarke, Noel, Daugaard, Gedske, Davis, Ian D, de Bono, Johann, dos Reis, Rodolfo Borges, Drake, Charles G, Eeles, Ros, Efstathiou, Eleni, Evans, Christopher P, Fanti, Stefano, Feng, Felix, Fizazi, Karim, Frydenberg, Mark, Gleave, Martin, Halabi, Susan, Heidenreich, Axel, Higano, Celestia S, James, Nicolas, Kantoff, Philip, Kellokumpu-Lehtinen, Pirkko-Liisa, Khauli, Raja B, Kramer, Gero, Logothetis, Chris, Maluf, Fernando, Morgans, Alicia K, Morris, Michael J, Mottet, Nicolas, Murthy, Vedang, Oh, William, Ost, Piet, Padhani, Anwar R, Parker, Chris, Pritchard, Colin C, Roach, Mack, Rubin, Mark A, Ryan, Charles, Saad, Fred, Sartor, Oliver, Scher, Howard, Sella, Avishay, Shore, Neal, Smith, Matthew, Soule, Howard, Sternberg, Cora N, Suzuki, Hiroyoshi, Sweeney, Christopher, Sydes, Matthew R, Tannock, Ian, Tombal, Bertrand, Valdagni, Riccardo, Wiegel, Thomas, and Omlin, Aurelius
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Cancer ,Urologic Diseases ,Aging ,Prostate Cancer ,Good Health and Well Being ,Humans ,Male ,Neoplasm Staging ,Practice Guidelines as Topic ,Prostatic Neoplasms ,Advanced and high-risk localized prostate cancer ,Castration-naive and castration-resistant prostate cancer ,Therapeutics ,Consensus ,Oligometastatic prostate cancer ,Clinical Sciences ,Urology & Nephrology - Abstract
BackgroundIn advanced prostate cancer (APC), successful drug development as well as advances in imaging and molecular characterisation have resulted in multiple areas where there is lack of evidence or low level of evidence. The Advanced Prostate Cancer Consensus Conference (APCCC) 2017 addressed some of these topics.ObjectiveTo present the report of APCCC 2017.Design, setting, and participantsTen important areas of controversy in APC management were identified: high-risk localised and locally advanced prostate cancer; "oligometastatic" prostate cancer; castration-naïve and castration-resistant prostate cancer; the role of imaging in APC; osteoclast-targeted therapy; molecular characterisation of blood and tissue; genetic counselling/testing; side effects of systemic treatment(s); global access to prostate cancer drugs. A panel of 60 international prostate cancer experts developed the program and the consensus questions.Outcome measurements and statistical analysisThe panel voted publicly but anonymously on 150 predefined questions, which have been developed following a modified Delphi process.Results and limitationsVoting is based on panellist opinion, and thus is not based on a standard literature review or meta-analysis. The outcomes of the voting had varying degrees of support, as reflected in the wording of this article, as well as in the detailed voting results recorded in Supplementary data.ConclusionsThe presented expert voting results can be used for support in areas of management of men with APC where there is no high-level evidence, but individualised treatment decisions should as always be based on all of the data available, including disease extent and location, prior therapies regardless of type, host factors including comorbidities, as well as patient preferences, current and emerging evidence, and logistical and economic constraints. Inclusion of men with APC in clinical trials should be strongly encouraged. Importantly, APCCC 2017 again identified important areas in need of trials specifically designed to address them.Patient summaryThe second Advanced Prostate Cancer Consensus Conference APCCC 2017 did provide a forum for discussion and debates on current treatment options for men with advanced prostate cancer. The aim of the conference is to bring the expertise of world experts to care givers around the world who see less patients with prostate cancer. The conference concluded with a discussion and voting of the expert panel on predefined consensus questions, targeting areas of primary clinical relevance. The results of these expert opinion votes are embedded in the clinical context of current treatment of men with advanced prostate cancer and provide a practical guide to clinicians to assist in the discussions with men with prostate cancer as part of a shared and multidisciplinary decision-making process.
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- 2018
10. A graphical LASSO analysis of global quality of life, sub scales of the EORTC QLQ-C30 instrument and depression in early breast cancer
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Poikonen-Saksela, Paula, Kolokotroni, Eleni, Vehmanen, Leena, Mattson, Johanna, Stamatakos, Georgios, Huovinen, Riikka, Kellokumpu-Lehtinen, Pirkko-Liisa, Blomqvist, Carl, and Saarto, Tiina
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- 2022
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11. Tumor infiltrating lymphocyte stratification of prognostic staging of early-stage triple negative breast cancer
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Loi, Sherene, Salgado, Roberto, Adams, Sylvia, Pruneri, Giancarlo, Francis, Prudence A., Lacroix-Triki, Magali, Joensuu, Heikki, Dieci, Maria Vittoria, Badve, Sunil, Demaria, Sandra, Gray, Robert, Munzone, Elisabetta, Drubay, Damien, Lemonnier, Jerome, Sotiriou, Christos, Kellokumpu-Lehtinen, Pirkko Liisa, Vingiani, Andrea, Gray, Kathryn, André, Fabrice, Denkert, Carsten, Piccart, Martine, Roblin, Elvire, and Michiels, Stefan
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- 2022
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12. Long-term health-related quality of life of breast cancer survivors remains impaired compared to the age-matched general population especially in young women. Results from the prospective controlled BREX exercise study
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Eija Roine, Harri Sintonen, Pirkko-Liisa Kellokumpu-Lehtinen, Heidi Penttinen, Meri Utriainen, Leena Vehmanen, Riikka Huovinen, Hannu Kautiainen, Riku Nikander, Carl Blomqvist, Liisa Hakamies-Blomqvist, and Tiina Saarto
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Breast neoplasms ,Cancer survivors ,Exercise ,Follow-up studies ,Health-related quality of life ,Utility ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Objective: To investigate long-term health-related quality of life (HRQoL) changes over time in younger compared to older disease-free breast cancer survivors who participated in a prospective randomized exercise trial. Methods: Survivors (aged 35–68 years) were randomized to a 12-month exercise trial after adjuvant treatment and followed up for ten years. HRQoL was assessed with the generic 15D instrument during follow-up and the younger (baseline age ≤ 50) and older (age >50) survivors’ HRQoL was compared to that of the age-matched general female population (n = 892). The analysis included 342 survivors. Results: The decline of HRQoL compared to the population was steeper and recovery slower in the younger survivors (p for interaction
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- 2021
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13. Combined Longitudinal Clinical and Autopsy Phenomic Assessment in Lethal Metastatic Prostate Cancer: Recommendations for Advancing Precision Medicine
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Juho Jasu, Teemu Tolonen, Emmanuel S. Antonarakis, Himisha Beltran, Susan Halabi, Mario A. Eisenberger, Michael A. Carducci, Yohann Loriot, Kim Van der Eecken, Martijn Lolkema, Charles J. Ryan, Sinja Taavitsainen, Silke Gillessen, Gunilla Högnäs, Timo Talvitie, Robert J. Taylor, Antti Koskenalho, Piet Ost, Teemu J. Murtola, Irina Rinta-Kiikka, Teuvo Tammela, Anssi Auvinen, Paula Kujala, Thomas J. Smith, Pirkko-Liisa Kellokumpu-Lehtinen, William B. Isaacs, Matti Nykter, Juha Kesseli, and G. Steven Bova
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Phenotyping ,Prostate cancer ,Metastasis ,Autopsy ,Electronic medical records ,Complications ,Diseases of the genitourinary system. Urology ,RC870-923 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Background: Systematic identification of data essential for outcome prediction in metastatic prostate cancer (mPC) would accelerate development of precision oncology. Objective: To identify novel phenotypes and features associated with mPC outcome, and to identify biomarker and data requirements to be tested in future precision oncology trials. Design, setting, and participants: We analyzed deep longitudinal clinical, neuroendocrine expression, and autopsy data of 33 men who died from mPC between 1995 and 2004 (PELICAN33), and related findings to mPC biomarkers reported in the literature. Intervention: Thirty-three men prospectively consented to participate in an integrated clinical-molecular rapid autopsy study of mPC. Outcome measurements and statistical analysis: Data exploration with correction for multiple testing and survival analysis from the time of diagnosis to time to death and time to first occurrence of severe pain as outcomes were carried out. The effect of seven complications on the modeled probability of dying within 2 yr after presenting with the complication was evaluated using logistic regression. Results and limitations: Feature exploration revealed novel phenotypes related to mPC outcome. Four complications (pleural effusion, severe anemia, severe or controlled pain, and bone fracture) predict the likelihood of death within 2 yr. Men with Gleason grade group 5 cancers developed severe pain sooner than those with lower-grade tumors. Surprisingly, neuroendocrine (NE) differentiation was frequently observed in the setting of high serum prostate-specific antigen (PSA) levels (≥30 ng/ml). In 4/33 patients, no controlled (requiring analgesics) or severe pain was detected, and strikingly, 14/15 metastatic sites studied in these men did not express NE markers, suggesting an inverse relationship between NE differentiation and pain in mPC. Intracranial subdural metastasis is common (36%) and is usually clinically undetected. Categorization of “skeletal-related events” complications used in recent studies likely obscures the understanding of spinal cord compression and fracture. Early death from prostate cancer was identified in a subgroup of men with a low longitudinal PSA bandwidth. Cachexia is common (body mass index
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- 2021
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14. Physicians’ decreased tendency to choose palliative care for patients with advanced dementia between 1999 and 2015
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Saila Haapasalmi, Reetta P. Piili, Riina Metsänoja, Pirkko-Liisa I. Kellokumpu-Lehtinen, and Juho T. Lehto
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Decision-making ,End-of-life care ,Dementia ,Physician ,Special situations and conditions ,RC952-1245 - Abstract
Abstract Background Physicians’ decision-making for seriously ill patients with advanced dementia is of high importance, especially as the prevalence of dementia is rising rapidly, and includes many challenging ethical, medical and juridical aspects. We assessed the change in this decision-making over 16 years (from 1999 to 2015) and several background factors influencing physicians’ decision. Methods A postal survey including a hypothetical patient-scenario representing a patient with an advanced dementia and a life-threatening gastrointestinal bleeding was sent to 1182 and 1258 Finnish physicians in 1999 and 2015, respectively. The target groups were general practitioners (GPs), surgeons, internists and oncologists. The respondents were asked to choose between several life-prolonging and palliative care approaches. The influence of physicians’ background factors and attitudes on their decision were assessed. Results The response rate was 56%. A palliative care approach was chosen by 57 and 50% of the physicians in 1999 and 2015, respectively (p = 0.01). This change was statistically significant among GPs (50 vs 40%, p = 0.018) and oncologists (77 vs 56%, p = 0.011). GPs chose a palliative care approach less often than other responders in both years (50 vs. 63% in 1999 and 40 vs. 56% in 2015, p
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- 2021
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15. Higher number of steps and breaks during sedentary behaviour are associated with better lipid profiles
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Sonja Aho, Meri-Sisko Vuoristo, Jani Raitanen, Kirsi Mansikkamäki, Johanna Alanko, Henri Vähä-Ypyä, Riitta Luoto, Pirkko-Liisa Kellokumpu-Lehtinen, and Tommi Vasankari
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Exercise ,Breaks ,Lipids ,Physical Activity ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Physical activity (PA) is known to be associated with lipid profiles and the risk of both cardiovascular diseases and cancer. The aim of this study was to evaluate the association of objectively measured PA, sedentary behaviour (SB), amount of breaks during SB and number of daily steps with serum lipids in a healthy, Finnish, middle-aged, female population. Methods The participants (571) were recruited at mammography screening, target group was women aged 50–60 years. A measurement of PA was done with accelerometer, blood lipid profile was assessed, and questionnaires of participants characteristics were sent to participants. Results The participants with the highest number of daily breaks during SB (≥ 41) had the highest mean concentration of HDL-cholesterol (high density lipoprotein cholesterol, HDL-c) (1.9 mmol/l, standard deviation (SD) 0.4) and the lowest mean concentration of triglycerides (1.0 mmol/l, SD 0.5). HDL-c level was 0.16 mmol/l higher (p
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- 2021
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16. Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy
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Dmitrii Bychkov, Nina Linder, Aleksei Tiulpin, Hakan Kücükel, Mikael Lundin, Stig Nordling, Harri Sihto, Jorma Isola, Tiina Lehtimäki, Pirkko-Liisa Kellokumpu-Lehtinen, Karl von Smitten, Heikki Joensuu, and Johan Lundin
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Medicine ,Science - Abstract
Abstract The treatment of patients with ERBB2 (HER2)-positive breast cancer with anti-ERBB2 therapy is based on the detection of ERBB2 gene amplification or protein overexpression. Machine learning (ML) algorithms can predict the amplification of ERBB2 based on tumor morphological features, but it is not known whether ML-derived features can predict survival and efficacy of anti-ERBB2 treatment. In this study, we trained a deep learning model with digital images of hematoxylin–eosin (H&E)-stained formalin-fixed primary breast tumor tissue sections, weakly supervised by ERBB2 gene amplification status. The gene amplification was determined by chromogenic in situ hybridization (CISH). The training data comprised digitized tissue microarray (TMA) samples from 1,047 patients. The correlation between the deep learning–predicted ERBB2 status, which we call H&E-ERBB2 score, and distant disease-free survival (DDFS) was investigated on a fully independent test set, which included whole-slide tumor images from 712 patients with trastuzumab treatment status available. The area under the receiver operating characteristic curve (AUC) in predicting gene amplification in the test sets was 0.70 (95% CI, 0.63–0.77) on 354 TMA samples and 0.67 (95% CI, 0.62–0.71) on 712 whole-slide images. Among patients with ERBB2-positive cancer treated with trastuzumab, those with a higher than the median morphology–based H&E-ERBB2 score derived from machine learning had more favorable DDFS than those with a lower score (hazard ratio [HR] 0.37; 95% CI, 0.15–0.93; P = 0.034). A high H&E-ERBB2 score was associated with unfavorable survival in patients with ERBB2-negative cancer as determined by CISH. ERBB2-associated morphology correlated with the efficacy of adjuvant anti-ERBB2 treatment and can contribute to treatment-predictive information in breast cancer.
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- 2021
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17. Five-year follow-up results of aerobic and impact training on bone mineral density in early breast cancer patients
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Vehmanen, L., Sievänen, H., Kellokumpu-Lehtinen, P., Nikander, R., Huovinen, R., Ruohola, J., Penttinen, H.M., Utriainen, M., Tokola, K., Blomqvist, C., and Saarto, T.
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- 2021
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18. Both comorbidity and worse performance status are associated with poorer overall survival after external beam radiotherapy for prostate cancer
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Miikka Lehtonen, Lauri Heiskanen, Petri Reinikainen, and Pirkko-Liisa Kellokumpu-Lehtinen
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Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background In this retrospective study, we evaluated the biochemical recurrence rate, metastatic disease progression, and prostate cancer-specific and overall survival in patients curatively treated with external beam radiotherapy (EBRT) for early prostate cancer (PC). We also examined the prognostic effect of comorbidity by Charlson Comorbidity Index (CCI) and overall performance status by Eastern Clinical Oncology Group (ECOG) score. Methods A total of 665 men treated between 2008 and 2013 were enrolled from Tampere University Hospital, Finland. Prostate-specific antigen (PSA) tests and hospital records were used to determine the 5-year survival for each aforementioned endpoint using a Kaplan-Meyer estimate. To analyze the impact of the selected prognostic factor, we used a Cox regression model to calculate the corresponding hazard ratio (HR) and 95% confidence interval (CI). Results With a median follow-up-time of 7.12 years, the 5-year overall survival (OS) after EBRT was 88.9% [86.5 -91.3%], prostate cancer-specific survival (PCSS) was 97.9% [96.7 -99.1%], metastasis-free survival (MFS) 94.8% [93.0 -96.6%] and biochemical recurrence-free survival (BRFS) 88.7% [86.2 -91.2%]. Both CCI (HR = 1.38, [1.25–1.51]) and ECOG score (HR = 1.63, [1.29–2.05]) declined OS, as well as Gleason score and T score (P
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- 2020
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19. ST2 levels increased and were associated with changes in left ventricular systolic function during a three-year follow-up after adjuvant radiotherapy for breast cancer
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Hanna Aula, Tanja Skyttä, Suvi Tuohinen, Tiina Luukkaala, Mari Hämäläinen, Vesa Virtanen, Pekka Raatikainen, Eeva Moilanen, and Pirkko-Liisa Kellokumpu-Lehtinen
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ST2 ,Cardiotoxicity ,Breast cancer ,Radiotherapy ,Echocardiography ,Left ventricular systolic function ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Objectives: To search for biomarkers of RT-induced cardiotoxicity, we studied the behavior of ST2 during RT and three years after RT, and the associations with echocardiographic changes. Materials and methods: We measured soluble ST2 (ng/ml) in serum samples from 63 patients receiving RT for early breast cancer. Sampling and echocardiography were performed at baseline, after RT and at the three-year follow-up. Patients were grouped by >15% (group 1) and ≤15% (group 2) relative worsening in global longitudinal strain (GLS). Results: ST2 levels tended to increase during RT, from a median (interquartile range; IQR) of 17.9 (12.4–22.4) at baseline to 18.2 (14.1–23.5) after RT (p = 0.075). By the three-year follow up, ST2 levels increased to 18.7 (15.8–24.2), p = 0.018. The increase in ST2 level was associated with worsening cardiac systolic function at three-year follow-up, GLS (rho = 0.272, p = 0.034) and left ventricular ejection fraction (LVEF) (rho = ─0.343, p = 0.006). Group 1 (n = 14) had a significant increase in ST2 levels from 17.8 (12.3–22.5) at baseline to 18.4 (15.6–22.6) after RT, p = 0.035 and to 19.9 (16.0–25.1) three years after RT, p = 0.005. ST2 levels were stable in group 2 (n = 47): 17.8 (12.3–22.0) at baseline, 17.7 (12.6–23.5) after RT and 18.0 (15.5–22.4) at three years. Conclusion: ST2 may be useful for determining which patients are at risk for long-term cardiovascular toxicity following adjuvant breast cancer RT, but prospective clinical studies are needed to confirm this hypothesis.
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- 2020
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20. Outcome and biomarker supervised deep learning for survival prediction in two multicenter breast cancer series
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Dmitrii Bychkov, Heikki Joensuu, Stig Nordling, Aleksei Tiulpin, Hakan Kücükel, Mikael Lundin, Harri Sihto, Jorma Isola, Tiina Lehtimäki, Pirkko-Liisa Kellokumpu-Lehtinen, Karl von Smitten, Johan Lundin, and Nina Linder
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Breast cancer ,Convolutional neural networks ,Digital pathology ,ERBB2 gene ,Estrogen receptor ,Multitask deep learning ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Pathology ,RB1-214 - Abstract
Background: Prediction of clinical outcomes for individual cancer patients is an important step in the disease diagnosis and subsequently guides the treatment and patient counseling. In this work, we develop and evaluate a joint outcome and biomarker supervised (estrogen receptor expression and ERBB2 expression and gene amplification) multitask deep learning model for prediction of outcome in breast cancer patients in two nation-wide multicenter studies in Finland (the FinProg and FinHer studies). Our approach combines deep learning with expert knowledge to provide more accurate, robust, and integrated prediction of breast cancer outcomes. Materials and methods: Using deep learning, we trained convolutional neural networks (CNNs) with digitized tissue microarray (TMA) samples of primary hematoxylin-eosin-stained breast cancer specimens from 693 patients in the FinProg series as input and breast cancer-specific survival as the endpoint. The trained algorithms were tested on 354 TMA patient samples in the same series. An independent set of whole-slide (WS) tumor samples from 674 patients in another multicenter study (FinHer) was used to validate and verify the generalization of the outcome prediction based on CNN models by Cox survival regression and concordance index (c-index). Visual cancer tissue characterization, i.e., number of mitoses, tubules, nuclear pleomorphism, tumor-infiltrating lymphocytes, and necrosis was performed on TMA samples in the FinProg test set by a pathologist and combined with deep learning-based outcome prediction in a multitask algorithm. Results: The multitask algorithm achieved a hazard ratio (HR) of 2.0 (95% confidence interval [CI] 1.30–3.00), P
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- 2022
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21. Higher number of steps and breaks during sedentary behaviour are associated with better lipid profiles
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Aho, Sonja, Vuoristo, Meri-Sisko, Raitanen, Jani, Mansikkamäki, Kirsi, Alanko, Johanna, Vähä-Ypyä, Henri, Luoto, Riitta, Kellokumpu-Lehtinen, Pirkko-Liisa, and Vasankari, Tommi
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- 2021
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22. Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy
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Bychkov, Dmitrii, Linder, Nina, Tiulpin, Aleksei, Kücükel, Hakan, Lundin, Mikael, Nordling, Stig, Sihto, Harri, Isola, Jorma, Lehtimäki, Tiina, Kellokumpu-Lehtinen, Pirkko-Liisa, von Smitten, Karl, Joensuu, Heikki, and Lundin, Johan
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- 2021
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23. Monitoring radiotherapy induced tissue changes in localized prostate cancer by multi-parametric magnetic resonance imaging (MP-MRI)
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Wu, X., Reinikainen, P., Kapanen, M., Vierikko, T., Ryymin, P., and Kellokumpu-Lehtinen, P.-L.
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- 2019
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24. Transforming growth factor beta 1 levels predict echocardiographic changes at three years after adjuvant radiotherapy for breast cancer
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Hanna Aula, Tanja Skyttä, Suvi Tuohinen, Tiina Luukkaala, Mari Hämäläinen, Vesa Virtanen, Pekka Raatikainen, Eeva Moilanen, and Pirkko-Liisa Kellokumpu-Lehtinen
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Transforming growth factor beta 1 ,Platelet-derived growth factor ,Cardiotoxicity ,Breast cancer ,Radiotherapy ,Echocardiography ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Transforming growth factor beta 1 (TGF-β1) and platelet-derived growth factor (PDGF) are cytokines involved in fibrotic processes causing radiotherapy (RT)-induced cardiovascular changes. We aimed to investigate the associations between TGF-β1 and PDGF and the echocardiographic changes that occur during RT and during three-year follow-up. Methods The study included 63 women receiving adjuvant RT for early-stage breast cancer or ductal carcinoma in situ. Serum TGF-β1 (ng/ml) and PDGF (ng/ml) levels were measured by enzyme-linked immunoassay and echocardiographic examination was performed before RT, after RT and at 3 years. Patients were grouped by biomarker behavior by a trajectory analysis. Results TGF-β1 decreased from 19.2 (IQR 17.1–22.3) before RT to 18.8 (14.5–22.0) after RT (p = 0.003) and the decrease persisted at 17.2 (13.7–21.2) 3 years after RT (p = 0.101). PDGF decreased from 15.4 (12.6–19.1) before RT to 13.8 (11.7–16.2) after RT, p = 0.001, and persisted at 15.6 (10.4–18.4) at 3 years, p = 0.661. The TGF-β1 level before RT (Spearman’s rho 0.441, p
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- 2019
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25. High baseline Tie1 level predicts poor survival in metastatic breast cancer
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Leena Tiainen, Emilia A. Korhonen, Veli-Matti Leppänen, Tiina Luukkaala, Mari Hämäläinen, Minna Tanner, Outi Lahdenperä, Pia Vihinen, Arja Jukkola, Peeter Karihtala, Sonja Aho, Eeva Moilanen, Kari Alitalo, and Pirkko-Liisa Kellokumpu-Lehtinen
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Tie1 ,Angiopoietin-2 ,Angiogenesis ,Metastatic breast cancer ,Prognostic marker ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Angiopoietin growth factors (Angs) regulate angiogenesis and lymphangiogenesis by binding to the endothelial Tie2 receptor. Ang2 expression is elevated in tissue hypoxia and inflammation, which also induce cleavage of the extracellular domain of the orphan Tie1 receptor. Here we have examined if the concentrations of Ang2 and the soluble extracellular domain of Tie1 in patient plasma are associated with the prognosis of patients with metastatic breast cancer. Methods Plasma Tie1 and Ang2 levels were measured in metastatic breast cancer patients treated in a phase II trial with a taxane-bevacizumab combination chemotherapy in the first-line treatment setting. They were analyzed before treatment, after 6 weeks and 6 months of treatment, and at the final study visit. Using the median concentrations as cutoffs, Tie1 and Ang2 data were dichotomized into low and high concentration groups. Additionally, we analyzed Tie1 concentrations in plasma from 10 healthy women participating in a breast cancer primary prevention study. Results Plasma samples were available from 58 (89%) of the 65 patients treated in the trial. The baseline Tie1 levels of the healthy controls were significantly lower than those of the metastatic patients (p
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- 2019
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26. Early quality-of-life and psychological predictors of disease-free time and survival in localized prostate cancer
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Lehto, Ulla-Sisko, Ojanen, Markku, Väkevä, Anna, Dyba, Tadeusz, Aromaa, Arpo, and Kellokumpu-Lehtinen, Pirkko
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- 2019
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27. Decreases in TGF-β1 and PDGF levels are associated with echocardiographic changes during adjuvant radiotherapy for breast cancer
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Hanna Aula, Tanja Skyttä, Suvi Tuohinen, Tiina Luukkaala, Mari Hämäläinen, Vesa Virtanen, Pekka Raatikainen, Eeva Moilanen, and Pirkko-Liisa Kellokumpu-Lehtinen
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Cardiotoxicity ,Breast cancer ,Radiotherapy ,Transforming growth factor beta-1 ,Platelet-derived growth factor ,Echocardiography ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Radiation-induced heart disease is mainly caused by activation of the fibrotic process. Transforming growth factor-beta 1 (TGF-β1) and platelet-derived growth factor (PDGF) are pro-fibrotic mediators. The aim of our study was to evaluate the behavior of TGF-β1 and PDGF during adjuvant radiotherapy (RT) for breast cancer and the association of these cytokines with echocardiographic changes. Methods Our study included 73 women with early-stage breast cancer or ductal carcinoma in situ (DCIS) receiving post-operative RT but not chemotherapy. TGF-β1 and PDGF levels in serum samples taken before and on the last day of RT were measured by an enzyme-linked immunosorbent assay. Echocardiography was also performed at same time points. Patients were grouped according to a ≥ 15% worsening in tricuspid annular plane systolic excursion (TAPSE) and pericardium calibrated integrated backscatter (cIBS). Results In all patients, the median TGF-β1 decreased from 25.0 (IQR 21.1–30.3) ng/ml to 23.6 (IQR 19.6–26.8) ng/ml (p = 0.003), and the median PDGF decreased from 18.0 (IQR 13.7–22.7) ng/ml to 15.6 (IQR 12.7–19.5) ng/ml (p
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- 2018
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28. Does special education in palliative medicine make a difference in end-of-life decision-making?
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Reetta P. Piili, Juho T. Lehto, Tiina Luukkaala, Heikki Hinkka, and Pirkko-Liisa I. Kellokumpu-Lehtinen
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Decision-making ,Terminal care ,Education ,Palliative medicine ,Life support care ,Special situations and conditions ,RC952-1245 - Abstract
Abstract Background Characteristics of the physician influence the essential decision-making in end-of-life care. However, the effect of special education in palliative medicine on different aspects of decision-making in end-of-life care remains unknown. The aim of this study was to explore the decision-making in end-of-life care among physicians with or without special competency in palliative medicine (cPM). Methods A questionnaire including an advanced lung cancer patient-scenario with multiple decision options in end-of-life care situation was sent to 1327 Finnish physicians. Decisions to withdraw or withhold ten life-prolonging interventions were asked on a scale from 1 (definitely would not) to 5 (definitely would) – first, without additional information and then after the family’s request for aggressive treatment and the availability of an advance directive. Values from chronological original scenario, family’s appeal and advance directive were clustered by trajectory analysis. Results We received 699 (53%) responses. The mean values of the ten answers in the original scenario were 4.1 in physicians with cPM, 3.4 in general practitioners, 3.4 in surgeons, 3.5 in internists and 3.8 in oncologists (p
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- 2018
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29. Changes in attitudes towards hastened death among Finnish physicians over the past sixteen years
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Reetta P. Piili, Riina Metsänoja, Heikki Hinkka, Pirkko-Liisa I. Kellokumpu-Lehtinen, and Juho T. Lehto
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Clinical ethics ,Decision-making ,End-of-life care ,Euthanasia ,Medical philosophy. Medical ethics ,R723-726 - Abstract
Abstract Background The ethics of hastened death are complex. Studies on physicians’ opinions about assisted dying (euthanasia or assisted suicide) exist, but changes in physicians’ attitudes towards hastened death in clinical decision-making and the background factors explaining this remain unclear. The aim of this study was to explore the changes in these attitudes among Finnish physicians. Methods A questionnaire including hypothetical patient scenarios was sent to 1182 and 1258 Finnish physicians in 1999 and 2015, respectively. Two scenarios of patients with advanced cancer were presented: one requesting an increase in his morphine dose to a potentially lethal level and another suffering a cardiac arrest. Physicians’ attitudes towards assisted death, life values and other background factors were queried as well. The response rate was 56%. Results The morphine dose was increased by 25% and 34% of the physicians in 1999 and 2015, respectively (p
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- 2018
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30. Prognostic impact of CD4-positive T cell subsets in early breast cancer: a study based on the FinHer trial patient population
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Marcus Schmidt, Veronika Weyer-Elberich, Jan G. Hengstler, Anne-Sophie Heimes, Katrin Almstedt, Aslihan Gerhold-Ay, Antje Lebrecht, Marco J. Battista, Annette Hasenburg, Ugur Sahin, Konstantine T. Kalogeras, Pirkko-Liisa Kellokumpu-Lehtinen, George Fountzilas, Ralph M. Wirtz, and Heikki Joensuu
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Breast cancer ,Prognosis ,Immune system ,Humoral ,Tumor-infiltrating lymphocytes ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background The clinical importance of tumor-infiltrating cluster of differentiation 4 (CD4) T cells is incompletely understood in early breast cancer. We investigated the clinical significance of CD4, forkhead box P3 (FOXP3), and B cell attracting chemokine leukocyte chemoattractant-ligand (C-X-C motif) 13 (CXCL13) in early breast cancer. Methods The study is based on the patient population of the randomized FinHer trial, where 1010 patients with early breast cancer were randomly allocated to adjuvant chemotherapy containing either docetaxel or vinorelbine, and human epidermal growth factor receptor 2 (HER2)-positive patients were also allocated to trastuzumab or no trastuzumab. Breast cancer CD4, FOXP3, and CXCL13 contents were evaluated using quantitative real-time polymerase chain reaction (qRT-PCR), and their influence on distant disease-free survival (DDFS) was examined using univariable and multivariable Cox regression and Kaplan-Meier estimates in the entire cohort and in selected molecular subgroups. Interactions between variables were analyzed using Cox regression. The triple-negative breast cancer (TNBC) subset of the HE10/97 randomized trial was used for confirmation. Results High CXCL13 was associated with favorable DDFS in univariable analysis, and independently in multivariable analysis (HR 0.44, 95% CI 0.29–0.67, P ≤ 0.001), most strongly in TNBC (HR 0.39, 95% CI 0.19–0.79, P = 0.009). No significant interaction with chemotherapy or trastuzumab administration was detected. Neither tumor CD4 content nor FOXP3 content was associated with DDFS. The favorable prognostic influence of CXCL13 was confirmed in the HE10/97 trial patient population with TNBC (HR 0.30, 95% CI 0.09–0.93; P = 0.038). Conclusions The results provide a high level of evidence that humoral immunity influences the survival outcomes of patients with early breast cancer, in particular of those with TNBC. Trial registration The study reports retrospective biomarker analyses in the prospective FinHer trial and the prospective HE10/97 trial. ISRCTN76560285. Registered on 18 March 2005. ACTRN12611000506998. Registered on 16 May 2011.
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- 2018
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31. Correlation between apparent diffusion coefficient value on diffusion-weighted MR imaging and Gleason score in prostate cancer
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Wu, X., Reinikainen, P., Vanhanen, A., Kapanen, M., Vierikko, T., Ryymin, P., Hyödynmaa, S., and Kellokumpu-Lehtinen, P.-L.
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- 2017
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32. Both comorbidity and worse performance status are associated with poorer overall survival after external beam radiotherapy for prostate cancer
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Lehtonen, Miikka, Heiskanen, Lauri, Reinikainen, Petri, and Kellokumpu-Lehtinen, Pirkko-Liisa
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- 2020
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33. T-cell inflamed tumor microenvironment predicts favorable prognosis in primary testicular lymphoma
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Suvi-Katri Leivonen, Marjukka Pollari, Oscar Brück, Teijo Pellinen, Matias Autio, Marja-Liisa Karjalainen-Lindsberg, Susanna Mannisto, Pirkko-Liisa Kellokumpu-Lehtinen, Olli Kallioniemi, Satu Mustjoki, and Sirpa Leppä
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Diseases of the blood and blood-forming organs ,RC633-647.5 - Abstract
Primary testicular lymphoma is a rare lymphoid malignancy, most often, histologically, representing diffuse large B-cell lymphoma. The tumor microenvironment and limited immune surveillance have a major impact on diffuse large B-cell lymphoma pathogenesis and survival, but the impact on primary testicular lymphoma is unknown. Here, the purpose of the study was to characterize the tumor microenvironment in primary testicular lymphoma, and associate the findings with outcome. We profiled the expression of 730 immune response genes in 60 primary testicular lymphomas utilizing the Nanostring platform, and used multiplex immunohistochemistry to characterize the immune cell phenotypes in the tumor tissue. We identified a gene signature enriched for T-lymphocyte markers differentially expressed between the patients. Low expression of the signature predicted poor outcome independently of the International Prognostic Index (progression-free survival: HR=2.810, 95%CI: 1.228-6.431, P=0.014; overall survival: HR=3.267, 95%CI: 1.406-7.590, P=0.006). The T-lymphocyte signature was associated with outcome also in an independent diffuse large B-cell lymphoma cohort (n=96). Multiplex immunohistochemistry revealed that poor survival of primary testicular lymphoma patients correlated with low percentage of CD3+CD4+ and CD3+CD8+ tumor-infiltrating lymphocytes (P
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- 2019
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34. Lectin nanoparticle assays for detecting breast cancer-associated glycovariants of cancer antigen 15-3 (CA15-3) in human plasma.
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Joonas Terävä, Leena Tiainen, Urpo Lamminmäki, Pirkko-Liisa Kellokumpu-Lehtinen, Kim Pettersson, and Kamlesh Gidwani
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Medicine ,Science - Abstract
Cancer antigen 15-3 (CA15-3) is widely utilized for monitoring metastatic breast cancer (BC). However, its utility for early detection of breast cancer is severely limited due to poor clinical sensitivity and specificity. The glycosylation of CA15-3 is known to be affected by BC, and therefore it might offer a way to construct CA15-3 glycovariant assays with improved cancer specificity. To this end, we performed lectin-based glycoprofiling of BC-associated CA15-3. CA15-3 expressed by a BC cell line was immobilized on microtitration wells using an anti-CA15-3 antibody. The glycosylation of the immobilized CA15-3 was then detected by using lectins coated onto europium (III)-doped nanoparticles (Eu+3-NPs) and measuring the time-resolved fluorescence of Eu. Out of multiple lectin-Eu+3-NP preparations, wheat germ agglutinin (WGA) and macrophage galactose-type lectin (MGL) -Eu3+-NPs bound to the BC cell line-dericed CA15-3 glycovariants (CA15-3Lectin). To evaluate the clinical performance of these two lectin-based assays, plasma samples from metastatic BC patients (n = 53) and healthy age-matched women (n = 20).Plasma CA15-3Lectin measurements better distinguished metastatic BC patients from healthy controls than the conventional CA15-3 immunoassay. At 90% specificity, the clinical sensitivity of the assays was 66.0, 67.9 and 81.1% for the conventional CA15-3, CA15-3MGL and CA15-3WGA assays, respectively. Baseline CA15-3MGL and CA15-3WGA were correlated to conventional baseline CA15-3 levels (r = 0.68, p0.001, respectively). However, very low baseline CA15-3MGL levels ≤ 5 U/mL were common in this metastatic breast cancer patient population.In conclusion, the new CA15-3Lectin concept could considerably improve the clinical sensitivity of BC detection compared to the conventional CA15-3 immunoassays and should be validated further on a larger series of subjects with different cancer subtypes and stages.
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- 2019
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35. Has there been a change in the end-of-life decision-making over the past 16 years?
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Piili, Reetta P, Lehto, Juho T, Metsa¨noja, Riina, Hinkka, Heikki, and Kellokumpu-Lehtinen, Pirkko-Liisa I
- Abstract
ObjectivesPhysicians’ decision-making in end-of-life (EOL) care includes many medical, ethical and juridical aspects. We studied the changes of these decisions over time and factors influencing them.MethodsA postal survey including two hypothetical patient scenarios was sent to 1258 Finnish physicians in 2015 and to 1182 in 1999. The attitudes, values and background factors of the physicians were also enquired.ResultsThe response rate was 56%. The physicians’ decisions to choose palliative approaches over active or intensive care increased from 1999 to 2015 when a terminally ill prostate cancer patient had probable iatrogenic gastrointestinal bleeding (53% vs 59%, p=0.014) and waited to meet his son (46% vs 60%, p<0.001) or a minister (53% vs 71%, p<0.001). Training in EOL care independently increased palliative approaches. Patient’s benefit (96% vs 99%, p=0.001), ethical values (83% vs 93%, p<0.001) and patient’s (68% vs 86%, p<0.001) or physician’s (44% vs 63%, p<0.001) legal protection were considered more influential to the decisions in 2015, while the family’s benefit was regarded as less influential to the decisions than it was in 1999 (37% vs 25%, p<0.001). Physicians were more willing to give a hospice voucher for an advanced breast cancer patient in 2015 (34% vs 58%, p<0.001).ConclusionsOur findings may reflect the transition to a stronger emphasis on patient-centred care and a stronger tendency to avoid futile therapies that have only short-term goals. The results highlight that education in all aspects of EOL care should be incorporated into the post-graduate training of medical specialties that take care of dying patients.
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- 2024
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36. Transforming growth factor beta 1 levels predict echocardiographic changes at three years after adjuvant radiotherapy for breast cancer
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Aula, Hanna, Skyttä, Tanja, Tuohinen, Suvi, Luukkaala, Tiina, Hämäläinen, Mari, Virtanen, Vesa, Raatikainen, Pekka, Moilanen, Eeva, and Kellokumpu-Lehtinen, Pirkko-Liisa
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- 2019
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37. High baseline Tie1 level predicts poor survival in metastatic breast cancer
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Tiainen, Leena, Korhonen, Emilia A., Leppänen, Veli-Matti, Luukkaala, Tiina, Hämäläinen, Mari, Tanner, Minna, Lahdenperä, Outi, Vihinen, Pia, Jukkola, Arja, Karihtala, Peeter, Aho, Sonja, Moilanen, Eeva, Alitalo, Kari, and Kellokumpu-Lehtinen, Pirkko-Liisa
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- 2019
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38. Normal stroma suppresses cancer cell proliferation via mechanosensitive regulation of JMJD1a-mediated transcription
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Riina Kaukonen, Anja Mai, Maria Georgiadou, Markku Saari, Nicola De Franceschi, Timo Betz, Harri Sihto, Sami Ventelä, Laura Elo, Eija Jokitalo, Jukka Westermarck, Pirkko-Liisa Kellokumpu-Lehtinen, Heikki Joensuu, Reidar Grenman, and Johanna Ivaska
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Science - Abstract
The tumour stroma has altered stiffness and matrix architecture compared to normal tissue, which favours proliferation, and invasion. Here, the authors find that the extracellular matrix produced by normal fibroblasts inhibits cancer cell proliferation through mechanosensitive downregulation of JMJD1a.
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- 2016
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39. The Association Between Liver and Tumor [18F]FDG Uptake in Patients with Diffuse Large B Cell Lymphoma During Chemotherapy
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Wu, Xingchen, Bhattarai, Abhisek, Korkola, Pasi, Pertovaara, Hannu, Eskola, Hannu, and Kellokumpu-Lehtinen, Pirkko-Liisa
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- 2017
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40. Radiotherapy-induced global and regional differences in early-stage left-sided versus right-sided breast cancer patients: speckle tracking echocardiography study
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Tuohinen, Suvi Sirkku, Skyttä, Tanja, Poutanen, Tuija, Huhtala, Heini, Virtanen, Vesa, Kellokumpu-Lehtinen, Pirkko-Liisa, and Raatikainen, Pekka
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- 2017
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41. PD-L1+ tumor-associated macrophages and PD-1+ tumor-infiltrating lymphocytes predict survival in primary testicular lymphoma
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Marjukka Pollari, Oscar Brück, Teijo Pellinen, Pauli Vähämurto, Marja-Liisa Karjalainen-Lindsberg, Susanna Mannisto, Olli Kallioniemi, Pirkko-Liisa Kellokumpu-Lehtinen, Satu Mustjoki, Suvi-Katri Leivonen, and Sirpa Leppä
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Diseases of the blood and blood-forming organs ,RC633-647.5 - Abstract
Primary testicular lymphoma is a rare and aggressive lymphoid malignancy, most often representing diffuse large B-cell lymphoma histologically. Tumor-associated macrophages and tumor-infiltrating lymphocytes have been associated with survival in diffuse large B-cell lymphoma, but their prognostic impact in primary testicular lymphoma is unknown. Here, we aimed to identify macrophages, their immunophenotypes and association with lymphocytes, and translate the findings into survival of patients with primary testicular lymphoma. We collected clinical data and tumor tissue from 74 primary testicular lymphoma patients, and used multiplex immunohistochemistry and digital image analysis to examine macrophage markers (CD68, CD163, and c-Maf), T-cell markers (CD3, CD4, and CD8), B-cell marker (CD20), and three checkpoint molecules (PD-L1, PD-L2, and PD-1). We demonstrate that a large proportion of macrophages (median 41%, range 0.08–99%) and lymphoma cells (median 34%, range 0.1–100%) express PD-L1. The quantity of PD-L1+ CD68+ macrophages correlates positively with the amount of PD-1+ lymphocytes, and a high proportion of either PD-L1+ CD68+ macrophages or PD-1+ CD4+ and PD-1+ CD8+ T cells translates into favorable survival. In contrast, the number of PD-L1+lymphoma cells or PD-L1− macrophages do not associate with outcome. In multivariate analyses with IPI, PD-L1+ CD68+ macrophage and PD-1+ lymphocyte contents remain as independent prognostic factors for survival. In conclusion, high PD-L1+ CD68+ macrophage and PD-1+ lymphocyte contents predict favorable survival in patients with primary testicular lymphoma. The findings implicate that the tumor microenvironment and PD-1 – PD-L1 pathway have a significant role in regulating treatment outcome. They also bring new insights to the targeted thera py of primary testicular lymphoma.
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- 2018
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42. Tumor infiltrating lymphocytes are prognostic in triple negative breast cancer and predictive for trastuzumab benefit in early breast cancer: results from the FinHER trial
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Loi, S., Michiels, S., Salgado, R., Sirtaine, N., Jose, V., Fumagalli, D., Kellokumpu-Lehtinen, P.-L., Bono, P., Kataja, V., Desmedt, C., Piccart, M.J., Loibl, S., Denkert, C., Smyth, M.J., Joensuu, H., and Sotiriou, C.
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- 2014
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43. Does special education in palliative medicine make a difference in end-of-life decision-making?
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Piili, Reetta P., Lehto, Juho T., Luukkaala, Tiina, Hinkka, Heikki, and Kellokumpu-Lehtinen, Pirkko-Liisa I.
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- 2018
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44. Changes in attitudes towards hastened death among Finnish physicians over the past sixteen years
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Piili, Reetta P., Metsänoja, Riina, Hinkka, Heikki, Kellokumpu-Lehtinen, Pirkko-Liisa I., and Lehto, Juho T.
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- 2018
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45. Prognostic impact of CD4-positive T cell subsets in early breast cancer: a study based on the FinHer trial patient population
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Schmidt, Marcus, Weyer-Elberich, Veronika, Hengstler, Jan G., Heimes, Anne-Sophie, Almstedt, Katrin, Gerhold-Ay, Aslihan, Lebrecht, Antje, Battista, Marco J., Hasenburg, Annette, Sahin, Ugur, Kalogeras, Konstantine T., Kellokumpu-Lehtinen, Pirkko-Liisa, Fountzilas, George, Wirtz, Ralph M., and Joensuu, Heikki
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- 2018
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46. Biological subtyping of early breast cancer: a study comparing RT-qPCR with immunohistochemistry
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Wirtz, Ralph M., Sihto, Harri, Isola, Jorma, Heikkilä, Päivi, Kellokumpu-Lehtinen, Pirkko-Liisa, Auvinen, Päivi, Turpeenniemi-Hujanen, Taina, Jyrkkiö, Sirkku, Lakis, Sotiris, Schlombs, Kornelia, Laible, Mark, Weber, Stefan, Eidt, Sebastian, Sahin, Ugur, and Joensuu, Heikki
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- 2016
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47. Detection of radiotherapy-induced myocardial changes by ultrasound tissue characterisation in patients with breast cancer
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Tuohinen, Suvi Sirkku, Skyttä, Tanja, Virtanen, Vesa, Virtanen, Marko, Luukkaala, Tiina, Kellokumpu-Lehtinen, Pirkko-Liisa, and Raatikainen, Pekka
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- 2016
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48. Increased risk of certain second primary malignancies in patients treated for well-differentiated thyroid cancer
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Hakala, Tommi T., Sand, Juhani A., Jukkola, Arja, Huhtala, Heini S., Metso, Saara, and Kellokumpu-Lehtinen, Pirkko-Liisa
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- 2016
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49. Health-related quality of life in metastatic colorectal cancer patients treated with curative resection and/or local ablative therapy or systemic therapy in the Finnish RAXO-study
- Author
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Lehtomäki, K. (Kaisa), Stedt, H. P. (Hanna P.), Osterlund, E. (Emerik), Muhonen, T. (Timo), Soveri, L.-M. (Leena-Maija), Halonen, P. (Päivi), Salminen, T. K. (Tapio K.), Kononen, J. (Juha), Kallio, R. (Raija), Ålgars, A. (Annika), Heervä, E. (Eetu), Lamminmäki, A. (Annamarja), Uutela, A. (Aki), Nordin, A. (Arno), Lehto, J. (Juho), Saarto, T. (Tiina), Sintonen, H. (Harri), Kellokumpu-Lehtinen, P.-L. (Pirkko-Liisa), Ristamäki, R. (Raija), Glimelius, B. (Bengt), Isoniemi, H. (Helena), Osterlund, P. (Pia), Lehtomäki, K. (Kaisa), Stedt, H. P. (Hanna P.), Osterlund, E. (Emerik), Muhonen, T. (Timo), Soveri, L.-M. (Leena-Maija), Halonen, P. (Päivi), Salminen, T. K. (Tapio K.), Kononen, J. (Juha), Kallio, R. (Raija), Ålgars, A. (Annika), Heervä, E. (Eetu), Lamminmäki, A. (Annamarja), Uutela, A. (Aki), Nordin, A. (Arno), Lehto, J. (Juho), Saarto, T. (Tiina), Sintonen, H. (Harri), Kellokumpu-Lehtinen, P.-L. (Pirkko-Liisa), Ristamäki, R. (Raija), Glimelius, B. (Bengt), Isoniemi, H. (Helena), and Osterlund, P. (Pia)
- Abstract
Metastasectomy and/or local ablative therapy in metastatic colorectal cancer (mCRC) patients often provide long-term survival. Health-related quality of life (HRQoL) data in curatively treated mCRC are limited. In the RAXO-study that evaluated repeated resectability, a multi-cross-sectional HRQoL substudy with 15D, EQ-5D-3L, QLQ-C30, and QLQ-CR29 questionnaires was conducted. Mean values of patients in different treatment groups were compared with age- and gender-standardized general Finnish populations. The questionnaire completion rate was 444/477 patients (93%, 1751 questionnaires). Mean HRQoL was 0.89–0.91 with the 15D, 0.85–0.87 with the EQ-5D, 68–80 with the EQ-5D-VAS, and 68–79 for global health status during curative treatment phases, with improvements in the remission phase (disease-free >18 months). In the remission phase, mean EQ-5D and 15D scores were similar to the general population. HRQoL remained stable during first- to later-line treatments, when the aim was no longer cure, and declined notably when tumour-controlling therapy was no longer meaningful. The symptom burden affecting mCRC survivors’ well-being included insomnia, impotence, urinary frequency, and fatigue. Symptom burden was lower after treatment and slightly higher, though stable, through all phases of systemic therapy. HRQoL was high in curative treatment phases, further emphasizing the strategy of metastasectomy in mCRC when clinically meaningful.
- Published
- 2022
50. Outcome and biomarker supervised deep learning for survival prediction in two multicenter breast cancer series
- Author
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Bychkov, D. (Dmitrii), Joensuu, H. (Heikki), Nordling, S. (Stig), Tiulpin, A. (Aleksei), Kücükel, H. (Hakan), Lundin, M. (Mikael), Sihto, H. (Harri), Isola, J. (Jorma), Lehtimäki, T. (Tiina), Kellokumpu-Lehtinen, P.-L. (Pirkko-Liisa), von Smitten, K. (Karl), Lundin, J. (Johan), Linder, N. (Nina), Bychkov, D. (Dmitrii), Joensuu, H. (Heikki), Nordling, S. (Stig), Tiulpin, A. (Aleksei), Kücükel, H. (Hakan), Lundin, M. (Mikael), Sihto, H. (Harri), Isola, J. (Jorma), Lehtimäki, T. (Tiina), Kellokumpu-Lehtinen, P.-L. (Pirkko-Liisa), von Smitten, K. (Karl), Lundin, J. (Johan), and Linder, N. (Nina)
- Abstract
Background: Prediction of clinical outcomes for individual cancer patients is an important step in the disease diagnosis and subsequently guides the treatment and patient counseling. In this work, we develop and evaluate a joint outcome and biomarker supervised (estrogen receptor expression and ERBB2 expression and gene amplification) multitask deep learning model for prediction of outcome in breast cancer patients in two nation-wide multicenter studies in Finland (the FinProg and FinHer studies). Our approach combines deep learning with expert knowledge to provide more accurate, robust, and integrated prediction of breast cancer outcomes. Materials and Methods: Using deep learning, we trained convolutional neural networks (CNNs) with digitized tissue microarray (TMA) samples of primary hematoxylin-eosin-stained breast cancer specimens from 693 patients in the FinProg series as input and breast cancer-specific survival as the endpoint. The trained algorithms were tested on 354 TMA patient samples in the same series. An independent set of whole-slide (WS) tumor samples from 674 patients in another multicenter study (FinHer) was used to validate and verify the generalization of the outcome prediction based on CNN models by Cox survival regression and concordance index (c-index). Visual cancer tissue characterization, i.e., number of mitoses, tubules, nuclear pleomorphism, tumor-infiltrating lymphocytes, and necrosis was performed on TMA samples in the FinProg test set by a pathologist and combined with deep learning-based outcome prediction in a multitask algorithm. Results: The multitask algorithm achieved a hazard ratio (HR) of 2.0 (95% confidence interval [CI] 1.30–3.00), P < 0.001, c-index of 0.59 on the 354 test set of FinProg patients, and an HR of 1.7 (95% CI 1.2–2.6), P = 0.003, c-index 0.57 on the WS tumor samples from 674 patients in the independent FinHer series. The multitask CNN remained a statistically independent predictor of survival in bot
- Published
- 2022
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