Adsorption-rheological properties of blood serum in lung cancer patients

The aim and objectives of the study were to investigate the state of adsorption-rheological properties of blood (ARPB) in patients with different clinical course of lung cancer (LC), the detection of violations of surface-active, viscoelastic and relaxation properties of blood serum, their associati...

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Published in:Experimental Oncology
Date:2017
Main Authors: Dumanskiy, Y.V., Stoliarova, O.Y., Syniachenko, O.V., Giulmamedova, M.F., Potapov, Y.A.
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Language:English
Published: Інститут експериментальної патології, онкології і радіобіології ім. Р.Є. Кавецького НАН України 2017
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Online Access:https://nasplib.isofts.kiev.ua/handle/123456789/138545
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Cite this:Adsorption-rheological properties of blood serum in lung cancer patients / Y.V. Dumanskiy, O.Y. Stoliarova, O.V. Syniachenko, M.F. Giulmamedova, Y.A. Potapov // Experimental Oncology. — 2017 — Т. 39, № 4. — С. 304–307. — Бібліогр.: 17 назв. — англ.

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Digital Library of Periodicals of National Academy of Sciences of Ukraine
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author Dumanskiy, Y.V.
Stoliarova, O.Y.
Syniachenko, O.V.
Giulmamedova, M.F.
Potapov, Y.A.
author_facet Dumanskiy, Y.V.
Stoliarova, O.Y.
Syniachenko, O.V.
Giulmamedova, M.F.
Potapov, Y.A.
citation_txt Adsorption-rheological properties of blood serum in lung cancer patients / Y.V. Dumanskiy, O.Y. Stoliarova, O.V. Syniachenko, M.F. Giulmamedova, Y.A. Potapov // Experimental Oncology. — 2017 — Т. 39, № 4. — С. 304–307. — Бібліогр.: 17 назв. — англ.
collection DSpace DC
container_title Experimental Oncology
description The aim and objectives of the study were to investigate the state of adsorption-rheological properties of blood (ARPB) in patients with different clinical course of lung cancer (LC), the detection of violations of surface-active, viscoelastic and relaxation properties of blood serum, their association with tumor markers, the evaluation of the prognostic value of initial indexes in the development of complications from radiochemotherapy. Patients and Methods: The study included 115 patients with LC at the age from 24 to 80 years (average age 58 years), among whom there were 78% men and 22% women. The parameters of surface (interfacial) viscosity, elasticity, viscoelasticity module, tension and relaxation of blood serum were studied by the oscillating drop method using a computer tensiometer “PAT2-Sinterface”, and its volumetric viscosity was investigated using a Low-Shear-30 rotational viscometer. ARPB parameters were also studied in a control group composed from 50 healthy donors. Results: Increased levels of volumetrical viscosity, surface tension, surface elasticity and the relaxation time of the blood are typical for patients with LC and depended on the localization of the tumor, its histological variant, differentiation grade, severity of the course of the disease, the number of metastases in the lymph nodes, distant organs and skeleton, involvement of the pleura and ribs, the development of compression pulmonary syndrome, metastasis into the spine, adrenals, brain, and pancreas. The surface-active, viscoelastic and relaxation properties of the blood correlated with the levels of tumor markers (TGFβ1, VEGF, C-reactive protein, α2-macroglobulin). Conclusions: Integral changes of ARPB observed in every fifth patient with LC are involved in the pathogenesis of the disease, have predictive value in relation to the clinical course of disease (volumetric viscosity) and the development of complications from radiochemotherapy (surface viscosity).
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fulltext 304 Experimental Oncology 39, 304–307, 2017 (December) Experimental Oncology 39, 304–307, 2017 (December) 305 ADSORPTION-RHEOLOGICAL PROPERTIES OF BLOOD SERUM IN LUNG CANCER PATIENTS Y.V. Dumanskiy1, *, O.Y. Stoliarova2, O.V. Syniachenko1, M.F. Giulmamedova1, Y.A. Potapov1 1Donetsk National Medical University, Lyman 84400, Ukraine 2National Cancer Institute, Kyiv 03022, Ukraine The aim and objectives of the study were to investigate the state of adsorption-rheological properties of blood (ARPB) in patients with different clinical course of lung cancer (LC), the detection of violations of surface-active, viscoelastic and relaxation properties of blood serum, their association with tumor markers, the evaluation of the prognostic value of initial indexes in the development of complica- tions from radiochemotherapy. Patients and Methods: The study included 115 patients with LC at the age from 24 to 80 years (aver- age age 58 years), among whom there were 78% men and 22% women. The parameters of surface (interfacial) viscosity, elasticity, viscoelasticity module, tension and relaxation of blood serum were studied by the oscillating drop method using a computer tensiometer “PAT2-Sinterface”, and its volumetric viscosity was investigated using a Low-Shear-30 rotational viscometer. ARPB parameters were also studied in a control group composed from 50 healthy donors. Results: Increased levels of volumetrical viscosity, surface tension, surface elasticity and the relaxation time of the blood are typical for patients with LC and depended on the localization of the tumor, its histological variant, differentiation grade, severity of the course of the disease, the number of metastases in the lymph nodes, distant organs and skeleton, involvement of the pleura and ribs, the development of compression pulmonary syndrome, metastasis into the spine, adrenals, brain, and pancreas. The surface-active, viscoelastic and relaxation properties of the blood correlated with the levels of tumor markers (TGFβ1, VEGF, C-reactive protein, α2-macroglobulin). Conclusions: Integral changes of ARPB observed in every fifth patient with LC are involved in the pathogenesis of the disease, have predictive value in relation to the clinical course of disease (volumetric viscosity) and the development of complications from radiochemotherapy (surface viscosity). Key Words: cancer, lung, blood, serum, adsorption, rheology. Lung cancer (LC) is the leader in the structure of cancer morbidity and mortality [1, 2]. An impor- tant pathogenetic link supporting the properties of LC is neoangiogenesis (the formation of new ves- sels) [3]. At the same time, the expression of pro- tein products that are surfactants (surface active substances) or possessing insurfactant properties (surface-inactive) in patients with LC provides the pro- cesses of neoangiogenesis and the physicochemical interfacial state of blood serum [4]. There is a close intercommunication between the biochemical compo- nents and the functional activity of the cells in tumor microenvironment, capable to secrete surfactants/ insurfactants influencing biochemical processes, and thus the adsorption-rheological properties of blood (ARPB) — surface tension (ST), serum viscosity (SV), serum elasticity (SE), serum relaxation (SR), and vis- coelasticity (VE) modulus [5, 6]. The interfacial tensiometry method is used to study the ST of cancer cell cultures as a criterion of their aggressiveness [7, 8], as well as to evaluate the ef- fect of antitumor drugs in vitro [6], in particular, in the context of the character of the drug load on cancer cells [9, 10]. It has been shown that the inhibitory ef- fect on the viability of tumor cells occurs in the cases when ST of the culture medium decreased [11]. Taking into consideration the different activity of suspensions of normal and tumor cells at interphase (“blood”/ “air”), it is considered possible to selecting individual treatment of patients with LC on the basis of similar studies in vitro [12]. There is an opinion that ARPB can be used to monitor the effectiveness of antitumor radiochemotherapy [13]. The purposes and tasks of the study were to in- vestigate the state of ARPB in patients with different variants of LC course, to determine the practical sig- nificance of violations of surface-active, viscoelastic and relaxation properties of blood serum, their inter- relationships with tumor markers, to evaluate the prognostic role of initial indices in the development of complications of radiochemotherapy. MATERIALS AND METHODS The work was carried out in accordance with the ethical norms set forth in the Declaration of the Hel- sinki Medical Assembly, the patients gave informed consent for the study, which was approved by the commission on bioethics of the Donetsk National Medical University. 115 patients with LC aged 24 to 80 years (mean 57.9 ± 1.1 years) were under the observation, among them there were 78.3% of men and 21.7% of women. None of the examined patients received previously surgical treatment of LC. Localization of LC was right- sided in 59.1% of the cases, left-sided — in 38.3%, bilateral — in 2.6%; in the upper lobes of the lungs — in 23.5% of cases, in the lower lobes — in 13.9%, in the upper-lower-lobe on the left — in 19.1%, the middle-upper-lobe on the right — in 30.4%, the me- diastinal — in 13.0%. The central form of LC occurred in 77.4% of cases, peripheral — in 22.6%. Submitted: May 10, 2017. Correspondence: E-mail: oncologdopс@gmail.com Abbreviations used: ARPB — adsorption-rheological properties of blood; CT — chemotherapy; ISI — integral severity index of tu- mor process; LC — lung cancer; RT — radiotherapy; SE — surface elasticity; SR — surface relaxation; ST — surface tension; SV — surface viscosity; VE — viscoelasticity; VV — volume viscosity. Exp Oncol 2017 39, 4, 304–307 Small cell histological variant of LC was established in 16.5% of cases, non-small cell histological vari- ant of LC — in 83.5%, including adenocarcinoma — in 40.0%, squamous cell carcinoma — in 38.3%, large cell carcinoma — in 5.2%. IIIA stage of the tumor pro- cess was observed in 12.2% of cases, IIIB — in 18.3%, IV — in 69.6%. The degree of differentiation of LC was 1.15 ± 0.108 points, the staging — 6.57 ± 0.065 r.u., the integral severity index of tumor process (ISI) was 3.97 ± 0.056 r.u., which was calculated by the formula: ISI = ln [T + N2 + (SM)2], where ln is the decimal logarithm, T is the inter- national index of the primary tumor, N is the interna- tional index of metastasis in regional lymph nodes, and SM is the sum of metastases in distant organs. The course of the disease in 12.2% of patients was compli- cated by exudative pleurisy, in 11.3% — compression syndrome, 10.4% — tracheal invasion, in 5.2% — inva- sion in the chest wall and compression of the recurrent nerve, in 4.4% — respectively obstructive atelectasis and compression of the upper vena cava, in 3.8% — tumor invasion in the esophagus, in 2.6% — in the ribs. Metastatic spreading of LC to lymph nodes was found in 96.5% of observations, in distant organs — in 54.8%, in the skeleton — in 51.3%, and the average number of metastases per one patient was respectively 2.42 ± 0.136 a.u., 1.86 ± 0.137 a.u. and 3.03 ± 0.192 a.u. For the diagnosis of LC and its metastases, the meth- ods of radiography, computed tomography, magnetic resonance imaging and sonography (Multix-Compact- Siemens, Germany; Somazom-Emotion-6-Siemens, Germany; Gygoscan-Intera-Philips, Netherlands; Envisor-Philips, Netherlands), esophagogastroscopy (fibroscope Olympus-GIF-Q20, Japan) were used. The parameters of the blood (SV, SE, ST, SR, and VE) were assessed using a computer tensiometer PAT2-Sinterface (Germany), the volume viscosity of the blood (VV) was ex- amined using a rotary viscosimeter Low-Shear-30 (Swit- zerland). In our studies, a rapid stress deformation of the expansion of the blood serum surface was used (at t = 1200 s). The integral degree of change of ARPB (X) indices was determined by the formula: 2 1 ∑ n i=1 SD (М1 – М2) n , where M1 is the index in the patient, M2 is the ave- rage index in healthy persons of the control group, SD is the standard deviation of the index in healthy persons. The modified value was considered to be X > 2 r.u. As control, the parameters of ARPB were stu- died in the blood serum of 50 practically healthy people aged 18 to 62 years (27 men and 23 women). Using immunoenzyme and biochemical methods (the reader PR2100-Sanofi Diagnostic Pasteur, France; Olympus- AU640 Analyzer, Japan), the levels of TGFβ1, VEGF, os- teopontin, osteocalcin, C-reactive protein, fibronectin and α2-macroglobulin in the blood serum were studied. Statistical analysis of the data was carried out using computer variational, nonparametric, cor- relative, regressive, one- (ANOVA) and multifactorial (ANOVA/MANOVA) dispersion analysis (Microsoft Ex- cel and Statistica-Stat-Soft, USA). Mean values (M), their standard deviations (SD) and errors (m), Pearson’s correlation coefficients (r), regression criteria (R), dispersions of Brown — Forsythe (BF), Student (t), Wilcoxon — Rao (WR) and the reliability of statistical indices (p) were estimated. The values p < 0.05 were considered significant. RESULTS AND DISCUSSION The indices X > 2 r.u. were found in 20.9% of the patients with LC, which are conditionally included in the main group. If in healthy people the VV parameters were 1.3 ± 0.03 mPa•s, SV — 15.5 ± 0.23 mN/m, SE — 42.8 ± 0.68 mN/m, ST — 42.8 ± 0.25 mN/m, SR — 114.4 ± 3.03 s, VE — 23.7 ± 1.04 mN/m, the values of VV, SE, ST and SR were significantly higher in patients with LC, which (> M + SD healthy), were respectively detected in 100.0; 5.2; 18.3 and 16.5% of cases (Fig. 1, 2). 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 VV, mPa · s Fig. 1. Histograms of the VV index in patients with LC (dark curve) and healthy people (light curve) SR, s 40 60 80 100 120 140 160 180 200 Fig. 2. Histograms of the SR index in patients with LC (dark curve) and healthy people (light curve) According to the findings of the multifactorial disper- sion analysis of Wilcoxon — Rao, the localization of LC (WR = 1.58, p = 0.019), the presence of compression pulmonary syndrome (WR = 1.64, p = 0.013), the number of lymph node metastases per one patient (WR = 2.04, p = 0.001) and to distant organs (WR = 3.55, p < 0.001) http://exp-oncology.com.ua/article/organization/maksim-gorky-donetsk-national-medical-university-krasnyi-lyman-84400-ukraine http://exp-oncology.com.ua/article/organization/national-cancer-institute-kyiv-03022-ukraine 306 Experimental Oncology 39, 304–307, 2017 (December) Experimental Oncology 39, 304–307, 2017 (December) 307 influence the integral state of ARPB. According to the Brown — Forsythe analysis, the parameters SV (BF = 2.69, p = 0.013), which in men proved to be significantly (by 8%) large (t = 2.87, p = 0.005) are associated with the sex of pa- tients with LC. Indices of VV are affected by the small-cell form of LC (BF = 5.46, p = 0.021), the presence of com- pression pulmonary syndrome (BF = 4.16, p = 0.044), adrenal metastases (BF = 6.99, p = 0.009) and the ribs (BF = 7.37, p = 0.008), the number of metastases in lymph nodes per a patient (BF = 5.39, p = 0.022), SV is af- fected by development of exudative pleurisy (BF = 2.69, p = 0.013), tumor invasion in the ribs (BF = 3.33, p = 0.003) and meta stasis in the brain (BF = 2.74, p = 0.012), SE is affected by metastases in subclavian lymph nodes (BF = 1.79, p = 0.041), the sternum (BF = 1.82, p = 0.036), the humerus (BF = 2.60, p = 0.002) and the spinal column (BF = 3.20, p < 0.001), ST is affected by the index of dif- ferentiation of LC (BF = 2,26, p = 0,047), SR is affected by metastases in the spine (BF = 4.61, p = 0.038) and pan- creas (BF = 3.22, p < 0.001), VE is affected by metastases in the spine (BF = 1.74, p = 0.037) and non-small cell LC (BF = 2.34, p = 0.003). Analysis of multiple regression showed a direct dependence of VV on the integral state of clinical signs of LC (R = +2.28, p = 0.025), and on the character of tu- mor metastasis and the number of metastases in lymph nodes (R = +2.74, p = 0.007). VV directly correlates with ISI (r = +0.231, p = 0.013) and the number of metastases in the lymph nodes (r = +0.360, p < 0.001), and SR and VE values are inversely correlated with the number of me- tastases in distant organs (r = −0.189, p = 0.043 and r = −0.238, p = 0.011), which is reflected in Fig. 3 and 4. There are no correlations between separate indexes of ARPB and such tumor markers as osteopontin, os- teocalcin and fibronectin. In turn, with all the parameters of ARPB without exception, there are direct relations between the level of VEGF, which, in addition to the prognostic factor of high aggression of LC [14–16], is an important component in the development of neo- angiogenesis in such patients [17]. In addition to the above, VV positively correlates with TGFβ1 (r = +0.197, p = 0.035) and C-reactive protein (r = +0.293, p = 0.002), and ST and SR directly correlates with TGFβ1 (respec- tively R = +0.209, p = 0.025 and r = +0.191, p = 0.042) and inversely with α2-macroglobulin (r = −0.190, p = 0.042 and r = −0.266, p = 0.004). In deceased patients with X < 2 r.u. the life expec- tancy was on average six months longer than in the main group of the examined persons, respectively amount- ing to 11.3 ± 1.41 months and 17.9 ± 6.96 months, but the differences were unreliable. The life expectancy of such patients was influenced by the initial VV pa- rameters (BF = 1.94, p = 0.018) and SV (BF = 1.71, p = 0.048), and a direct correlation was established with SE, ST and VE levels (r = +0.279, p = 0.007, r = +0.245, p = 0.019, r = +0.360, p < 0.001). According to the results of ANOVA/MANOVA, the character of tumor metastasis in the lymph nodes (WR = 1.92, p = 0.048) and the skeleton (WR = 1.71, p = 0.049) affects the integral state of ARPB in patients with LC. As ANOVA shows, the number of metastases in the lymph nodes per one patient (correspondingly BF = 3.79, p = 0.002 and BF = 3.30, p = 0.005) is related to the levels of VV and VE. In turn, the process of metastatic spreading in the bone is determined by the parameters of viscosity of blood (BF = 2.26, p = 0.043), and in dis- tant organs — VE of the serum (BF = 2.93, p = 0.016). Correspondingly, ISI differently depends on VV and VE (R = +2.24, p = 0.027 and R = −2.42, p = 0.017, respec- tively), metastatic spreading into the lymph nodes de- pends only on VV (R = +3.65, p < 0.001), and metastatic spreading into distant organs depends on VE (R = −4.98, p < 0.001). Metastases in the osteoarticular apparatus are closely related to the relaxation properties of the blood (R = +3.30, p = 0.001). We suppose that the indices in the blood serum VV > 3.5 mPa•s (> M + SD patients) reflect the severity of the unfavorable course of LC. Radical radiation therapy (RT) of the primary tu- mor (> 60 Gy) was received by 5.2% of the number of examined patients, radical RT in combination with chemotherapy (CT) — 21.7%, palliative RT of the lungs — 10.4% of patients, palliative RT with CT — 36.5%, palliative RT for distant metastases — 10.4%, palliative RT in combination with CT — 36.5%, pallia- R = -2.6983+1.6946*x 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 VV, mPa · s 0 1 2 3 4 5 6 7 Nu m be r o f m et as ta se s r = +0.3599, p = 0.00008 Fig. 3. Correlation-regression relationships of the VV indica- tion with the number of metastases in the lymph nodes of the patients with LC 0 1 2 3 4 5 6 7 Nu m be r o f m et as ta se s R = 2.1351-0.0438*x 10 15 20 25 30 35 40 VE, mN/m r = -0.2380, p = 0.0108 Fig. 4. Correlation-regression relations of the VE indication with the number of metastases in the distant organs of the patients with LC tive RT for distant organs — 10.4%, in combination with CT — 15.7%. In general, RT was received by all patients, and CT was received by 85 (73.9%) of them. At the same time, the power of treatment was evalu- ated. Thus, the average doses of chemotherapeutic drugs {< M + SD} were defined as minimal (1 point), the doses {M + SD  M + 2SD} — as moderate (2 points), {M + 2SD  M + 3SD} — as high (3 points) and {> M + 3SD} — as very high (4 points). The power of RT (W) and CT (Y) was calculated by the formula: W(Y) = (a + b + c + d) : n, where a, b, c, d — respectively the number of zones of irradiation or preparations in 1, 2, 3 and 4 points, n — the total number of irradiation zones and the total number of used drugs. The average parameters W were 1.39 ± 0.076 r.u., and Y — 0.37 ± 0.032 r.u. As evidenced by the multifactorial analysis of Wil- coxon — Rao, the character of complications of radio- chemotherapy for LC is closely related to the overall condition of ARPB (WR = 4.57, p < 0.001). The number of complications from the treatment per a patient is sig- nificantly influenced by the initial indices in blood VV (BF = 20.01, p < 0.001), SV (BF = 4.86, p = 0.001), SE (BF = 4. 20, p = 0.003), ST (BF = 6.31, p < 0.001), and SR (BF = 3.07, p = 0.020), it is demonstrated by ANO- VA. At the same time, the values of VV have a dispersion effect on the development of radiation pneumofibrosis (BF = 5.06, p = 0.026), the formation of myelodepres- sion (BF = 9.68, p = 0.002) and the appearance of acute disturbance of cerebral circulation of different degree of severity (BF = 27,77, p < 0.001), the parameters SE and SR — on the appearance of acute radiation pneumonitis (respectively, BF = 5.37, p = 0.022 and BF = 4.67, p = 0.033), ST and VE — on acute tubuloin- terstitial nephritis (BF = 8.62, p = 0.004 and BF = 4.42, p = 0.038) and acute radiation esophagitis (BF = 8.12, p = 0.006 and BF = 8.21, p = 0.005). Analysis of multiple regression shows a direct dependence of complications of RT and meta- static spreading of tumor processes on the SV level (R = +3.98, p < 0.001) and feedback with VE (R = −3.33, p = 0.002). Taking into account the statistical process- ing of the obtained data of the study, a conclusion has been made which has a practical focus: the indices of SV > 20 mN/m (> M + SD of patients) are prognostic-neg- ative for possible complications of further radiotherapy of patients with LC. CONCLUSIONS RT in every fifth patient is accompanied by integral changes in ARPB, which are manifested by an increase of the levels of VV, SE, ST and SR, depending on the sex of patients (VE), tumor localization, its histological form, degree of differentiation and severity of the course (VV, ST, VE), the number of metastases in lymph nodes, distant organs and skeleton (VV, VE), involvement of the pleura and ribs in the process (SV), the development of compression lung syndrome (VV, SR), metastatic spreading in the spine (SE, SR, VE), adrenal glands, the brain (SV), and the pancreas (SR). 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id nasplib_isofts_kiev_ua-123456789-138545
institution Digital Library of Periodicals of National Academy of Sciences of Ukraine
issn 1812-9269
language English
last_indexed 2025-12-07T16:56:01Z
publishDate 2017
publisher Інститут експериментальної патології, онкології і радіобіології ім. Р.Є. Кавецького НАН України
record_format dspace
spelling Dumanskiy, Y.V.
Stoliarova, O.Y.
Syniachenko, O.V.
Giulmamedova, M.F.
Potapov, Y.A.
2018-06-19T09:14:10Z
2018-06-19T09:14:10Z
2017
Adsorption-rheological properties of blood serum in lung cancer patients / Y.V. Dumanskiy, O.Y. Stoliarova, O.V. Syniachenko, M.F. Giulmamedova, Y.A. Potapov // Experimental Oncology. — 2017 — Т. 39, № 4. — С. 304–307. — Бібліогр.: 17 назв. — англ.
1812-9269
https://nasplib.isofts.kiev.ua/handle/123456789/138545
The aim and objectives of the study were to investigate the state of adsorption-rheological properties of blood (ARPB) in patients with different clinical course of lung cancer (LC), the detection of violations of surface-active, viscoelastic and relaxation properties of blood serum, their association with tumor markers, the evaluation of the prognostic value of initial indexes in the development of complications from radiochemotherapy. Patients and Methods: The study included 115 patients with LC at the age from 24 to 80 years (average age 58 years), among whom there were 78% men and 22% women. The parameters of surface (interfacial) viscosity, elasticity, viscoelasticity module, tension and relaxation of blood serum were studied by the oscillating drop method using a computer tensiometer “PAT2-Sinterface”, and its volumetric viscosity was investigated using a Low-Shear-30 rotational viscometer. ARPB parameters were also studied in a control group composed from 50 healthy donors. Results: Increased levels of volumetrical viscosity, surface tension, surface elasticity and the relaxation time of the blood are typical for patients with LC and depended on the localization of the tumor, its histological variant, differentiation grade, severity of the course of the disease, the number of metastases in the lymph nodes, distant organs and skeleton, involvement of the pleura and ribs, the development of compression pulmonary syndrome, metastasis into the spine, adrenals, brain, and pancreas. The surface-active, viscoelastic and relaxation properties of the blood correlated with the levels of tumor markers (TGFβ1, VEGF, C-reactive protein, α2-macroglobulin). Conclusions: Integral changes of ARPB observed in every fifth patient with LC are involved in the pathogenesis of the disease, have predictive value in relation to the clinical course of disease (volumetric viscosity) and the development of complications from radiochemotherapy (surface viscosity).
en
Інститут експериментальної патології, онкології і радіобіології ім. Р.Є. Кавецького НАН України
Experimental Oncology
Original contributions
Adsorption-rheological properties of blood serum in lung cancer patients
Article
published earlier
spellingShingle Adsorption-rheological properties of blood serum in lung cancer patients
Dumanskiy, Y.V.
Stoliarova, O.Y.
Syniachenko, O.V.
Giulmamedova, M.F.
Potapov, Y.A.
Original contributions
title Adsorption-rheological properties of blood serum in lung cancer patients
title_full Adsorption-rheological properties of blood serum in lung cancer patients
title_fullStr Adsorption-rheological properties of blood serum in lung cancer patients
title_full_unstemmed Adsorption-rheological properties of blood serum in lung cancer patients
title_short Adsorption-rheological properties of blood serum in lung cancer patients
title_sort adsorption-rheological properties of blood serum in lung cancer patients
topic Original contributions
topic_facet Original contributions
url https://nasplib.isofts.kiev.ua/handle/123456789/138545
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AT stoliarovaoy adsorptionrheologicalpropertiesofbloodseruminlungcancerpatients
AT syniachenkoov adsorptionrheologicalpropertiesofbloodseruminlungcancerpatients
AT giulmamedovamf adsorptionrheologicalpropertiesofbloodseruminlungcancerpatients
AT potapovya adsorptionrheologicalpropertiesofbloodseruminlungcancerpatients