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Annals of Oncology<br />

1410 CANCER AND LUNG TRANSPLANTATION<br />

D. Pérez Callejo 1 , R. Laporta 2 , E. Almagro Casado 1 , M. Palka 1 ,<br />

A. Ruiz-Valdepeñas 1 , B. Cantos 1 , C. Maximiano 1 , M. Méndez García 1 ,<br />

P. Ussetti 2 , M. Provencio Pulla 3<br />

1 Medical Oncology, Hospital Universitario Puerta de Hierro Majadahonda,<br />

Madrid, SPAIN, 2 Pulmonology, Hospital Universitario Puerta de Hierro<br />

Majadahonda, Madrid, SPAIN, 3 Medical Oncology, Hospital Universitario Puerta<br />

de Hierro Majadahond, Majadahonda, SPAIN<br />

Introducation: Malignacies rank fourth on <strong>the</strong> leading causes of death in recipients<br />

of solid organ transplantation. High-dose immunosuppression, infections with<br />

oncogenic viruses and <strong>the</strong> pre-transplant risk, mainly due to tobacco, make <strong>the</strong>se<br />

patients more susceptible for developing cancer. In <strong>the</strong> present study we reviewed a<br />

collective of 50 patients with lung transplantation (LT) and cancer.<br />

Patients and methods: Retrospective study of 503 lung transplant patients,<br />

performed at <strong>the</strong> Hospital Universitario Puerta de Hierro during 1993 and <strong>2012</strong>. We<br />

included <strong>the</strong> following variables: date of birth, reason and date of transplantation,<br />

date of diagnosis of malignancy, histology and response to treatment, date and cause<br />

of exitus. The contrasts between proportions were performed using Chi-square test<br />

and survival curves using <strong>the</strong> product-limit method of Kaplan-Meier.<br />

Results: The 503 included transplant patients developed a total of 55 post-transplant<br />

malignancies in 50 patients. Four patients presented tumors already previous to <strong>the</strong><br />

transplantation. The main underlying pathologies of <strong>the</strong> patient collective are<br />

idiopathic pulmonary fibrosis (50%), emphysema (30%) and cystic fibrosis (14%)<br />

The histology of <strong>the</strong> 55 post-transplant tumors were 18 skin cancer, 12 lung cancer,<br />

8 gastrointestinal cancer, 6 Non-Hodgkin’s Lymphoma, 2 bladder cancer, 2<br />

myelodysplastic syndrome, 2 sarcomas and 5 o<strong>the</strong>rs. The mean age of diagnosis of<br />

malignancies is at 59 years (18-68). The mean time from transplantation to tumor<br />

diagnosis amounts 4 years (1-15). Of <strong>the</strong> 21 patients (42%) that have died until data<br />

collection, cancer was death cause in 15 (30%)<br />

Conclusion: Relying on our data, <strong>the</strong> majority of malignancies are skin and lung<br />

cancer and lymphoproliferative syndromes, attributing complications that should be<br />

considered in lung transplantation.<br />

Disclosure: All authors have declared no conflicts of interest.<br />

1411 A REINFORCEMENT LEARNING APPROACH FOR<br />

OPTIMIZATION OF CHEMOTHERAPY AND ITS APPLICATION<br />

IN OPTIMAL CONTROL<br />

A. Fani Pakdel 1 , M. Rezazadeh 2 , M. Naghiby Sustany 2<br />

1 Radiation Oncology, Mashhad University of Medical Sciences Omid Hospital<br />

Cancer Research Center, Mashhad, IRAN, 2 School of Electrical Engineering,<br />

ferdowsi University, Mashhad, IRAN<br />

The diagnosis and treatment of <strong>the</strong> cancer has been <strong>the</strong> subject of discussion in<br />

different scientific fields in <strong>the</strong> recent years. In this paper, an optimal control strategy<br />

for <strong>the</strong> nonlinear systems is presented for application in chemo<strong>the</strong>rapy of <strong>the</strong> cancer.<br />

The tumour growth model can be represented by a system of equations from<br />

population dynamics based on <strong>the</strong> competition between normal cells and tumour<br />

cells. The effect of <strong>the</strong> immune system on cancer is also included in <strong>the</strong> model. An<br />

optimal control method is applied to destroy <strong>the</strong> cancer cell with <strong>the</strong> minimum dose<br />

of chemo<strong>the</strong>rapeutic agent. Reinforcement learning technique is proposed to<br />

construct an optimal control strategy for <strong>the</strong> nonlinear system and it was shown to<br />

be a suitable method to solve this problem. Simulation results show that cancer cells<br />

can be eradicated in a very short time with a small amount of drug using proposed<br />

optimal method of <strong>the</strong> <strong>the</strong>rapy. They also show that <strong>the</strong> method is applicable to<br />

different models. It should be pointed out that <strong>the</strong> presented approach is a<br />

completely general procedure, and <strong>the</strong>refore, it can be applied to many problem of<br />

drug dosage optimization.<br />

Disclosure: All authors have declared no conflicts of interest.<br />

1412 ALLOCATION OF PHYSIOLOGIC RESERVE FOLLOWING<br />

CHEMOTHERAPY AS A MARKER OF FRAILTY IN ELDERLY<br />

CANCER PATIENTS<br />

M. Molina-Garido 1 , C. Guillen-Ponce 2 , M. Muñoz Sanchez 1 , C. Ortega Ruiperez 1 ,<br />

A. Olaverri Hernandez 1 , A. Carrato 2 , J. Santiago Crespo 1<br />

1 Medical Oncology, Hospital General Virgen de la Luz de Cuenca, Cuenca,<br />

SPAIN, 2 Medical Oncology, Hospital General Universitario Ramón y Cajal,<br />

Madrid, SPAIN<br />

Introduction: The aim of this study is to identify <strong>the</strong> presence of frailty in elderly<br />

patients with cancer by comparing <strong>the</strong>ir functional reserves before and after<br />

treatment with chemo<strong>the</strong>rapy<br />

Materials and methods: This study is a prospective cohort study of cancer patients<br />

over 70 years of age who were consecutively evaluated between January 2010 and<br />

December 2011 in <strong>the</strong> Cancer Consultation in <strong>the</strong> Elderly program, Medical<br />

Oncology Section, Virgen de la Luz General Hospital in Cuenca. Group A comprised<br />

patients treated with chemo<strong>the</strong>rapy, and group B comprised untreated patients. For<br />

each patient, we collected demographic data, data concerning <strong>the</strong> cancer and data<br />

describing <strong>the</strong> physiologic reserve relating to each individual (muscle mass evaluation<br />

[MME], walking speed, peak-flow, grip strength, creatinine clearance, and Pfeiffer<br />

score). The parameters of each patient’s functional reserve were determined at<br />

baseline (<strong>the</strong> day of <strong>the</strong> patient’s first visit) and 4 months later. Analyses of <strong>the</strong> data<br />

were conducted to identify whe<strong>the</strong>r <strong>the</strong>re were significant differences between <strong>the</strong><br />

groups for each of <strong>the</strong> variables under study pre- and post-chemo<strong>the</strong>rapy (Student’s<br />

t-test and Fisher’s exact test for independent groups).<br />

Results: We analyzed data from 66 patients treated with chemo<strong>the</strong>rapy (group A)<br />

and 68 patients who were not treated with cytostatic drugs (group B). The mean age<br />

of <strong>the</strong> patients was 78.68 +/- 4.90 years. There were 38 cases with metastatic tumors<br />

(28.8%). In our study <strong>the</strong>re were no significant differences in walking speed (p =<br />

0.323), handgrip strength (p = 0.162), expiratory flow (peak-flow) (p = 0.954),<br />

cognitive status (Pfeiffer score) (p = 0.078), or creatinine clearance (p = 0.425).<br />

However, in patients treated with chemo<strong>the</strong>rapy, <strong>the</strong>re was an increase in <strong>the</strong> MME<br />

(0.618 kg/m2, 95% CI: 0.020 to 1.215, p= 0.043).<br />

Discussion: Physiologic reserve in <strong>the</strong> elderly, measured by walking speed, handgrip<br />

strength, creatinine clearance, <strong>the</strong> Pfeiffer questionnaire and peak-flow, does not<br />

change as a result of chemo<strong>the</strong>rapy. Strikingly, <strong>the</strong> only parameter to undergo<br />

significant changes after <strong>the</strong> use of cytostatic medications is skeletal muscle mass.<br />

This work was funded by <strong>the</strong> "Young Investigator Grant SEOM 2008-2010".<br />

Disclosure: All authors have declared no conflicts of interest.<br />

1413TiP QUALITY OF LIFE INCRIMINATING SYMPTOMS IN CANCER<br />

PATIENTS AND THEIR WEIGHT IN THE<br />

DOCTOR-PATIENT-TALK: A SURVEY OF THE “QUALITY OF<br />

LIFE” WORKING GROUP OF THE<br />

“ARBEITSGEMEINSCHAFT INTERNISTISCHE ONKOLOGIE”<br />

(AIO): A PRELIMINARY ANALYSIS<br />

F.K. Tauchert 1 , R. Hofheinz 2 , J. Quidde 3 , N. Marschner 4 , M. Hipp 5 , M. Weber 6 ,<br />

H. Hoeffkes 7 , E. Jaeger 1 , S. Al-Batran 1<br />

1 Medizinische Klinik II für Hämatologie und Onkologie, Institut für klinische<br />

Forschung (IKF) am Krankenhaus Nordwest - UCT, Universitäres Centrum für<br />

Tumorerkrankungen Frankfurt, Frankfurt am Main, GERMANY, 2 , III. Medizinische<br />

Klinik für Hämatologie und Onkologie, Tages<strong>the</strong>rapiezentrum,<br />

2Universitätsmedizin Mannheim, Universität Heidelberg, Mannheim, GERMANY,<br />

3 Hubertus Wald Tumorzentrum, 3Universitäres Cancer Center Hamburg,<br />

Hamburg, GERMANY, 4 Praxis für interdisziplinäre Onkologie & Hämatologie,<br />

Freiburg i. Breisgau, GERMANY, 5 Klinik und Poliklinik für Strahlen<strong>the</strong>rapie,<br />

Universitätsklinik Regensburg, Regensburg, GERMANY, 6 Medizinische Klinik III<br />

für Hämatologie, Internistische Onkologie und Pulmologie, Universitätsmedizin<br />

Mainz, Mainz, GERMANY, 7 Tumorklinik, Klinikum Fulda gAG, Fulda, GERMANY<br />

Introduction: Most cancer specific Quality of life (QoL) questioners (including <strong>the</strong><br />

EORTC QLQ-C30) are based on <strong>the</strong> assumption that fatigue, pain, nausea &<br />

vomiting are <strong>the</strong> most important symptoms with impact on QoL of cancer patients.<br />

During <strong>the</strong> last 20 years, progress in supportive care has been made and <strong>the</strong> weight<br />

of symptoms may have changed. Using a standardized questioner, we investigated<br />

which symptoms incriminate cancer patients (pts) most.<br />

Methods: Pts were asked to provide confidential information on <strong>the</strong> following items:<br />

patient characteristics, underlying malignant disease and treatment, performance<br />

status (PS), incrimination of <strong>the</strong> QoL by various symptoms (19 items) and <strong>the</strong>ir<br />

weight in <strong>the</strong> patient-to-doctor talk. Data were collected and analyzed using standard<br />

statistical methods.<br />

Results: 1,300 pts participated so far. The median age was 63 years (18-93). 51.7% of<br />

pts were female and 72.7% had an ECOG PS of 0-2. Most frequent malignancies<br />

were breast cancer (211), colorectal cancer (153), lymphomas (98) and lung cancer<br />

(88). Most pts received chemo- or radio<strong>the</strong>rapy (67%). 16% were in follow-up or<br />

surveillance and 17% had o<strong>the</strong>r forms of <strong>the</strong>rapy or did not state at all. The most<br />

incriminating problems were weakness, tiredness & poor concentration, <strong>the</strong> question<br />

“what is going to happen?” and alopecia. Sexual life, social trouble, depression,<br />

anxiety & sorrows and insomnia were reported as incriminating problems with<br />

inadequate attention in <strong>the</strong> doctor-patient-talk (adequate attention reported in 15.6%<br />

- 46.1% of pts respectively). Pts with metastatic disease reported significant more<br />

incrimination in QoL by weakness, dypsnea, pain, loss of appetite, “state of <strong>the</strong>rapy<br />

and outlook”, “what is going to happen?” and anxiety & sorrows. Pts with colorectal<br />

cancer reported significantly more incrimination by diarrhea but less by weakness,<br />

dyspnea, alopecia, “what is going to happen?” and anxiety & sorrows than o<strong>the</strong>r pts.<br />

Conclusions: Overall pts reported fatigue, alopecia and insomnia as <strong>the</strong> QoL most<br />

incriminating symptoms. Pain and nausea & vomiting were less incriminating,<br />

possibly due to improved supportive care. Sexual life, social trouble, depression,<br />

anxiety & sorrows, and insomnia receive inadequate attention in <strong>the</strong><br />

doctor-patient-talk.<br />

Disclosure: All authors have declared no conflicts of interest.<br />

Volume 23 | Supplement 9 | September <strong>2012</strong> doi:10.1093/annonc/mds410 | ix459

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