DeepNose: An Equivariant Convolutional Neural Network Predictive Of Human Olfactory Percepts.

The olfactory system employs responses of an ensemble of odorant receptors (ORs) to sense molecules and to generate olfactory percepts. Here we hypothesized that ORs can be viewed as 3D spatial filters that extract molecular features relevant to the olfactory system, similarly to the spatio-temporal filters found in other sensory modalities. To build these filters, we trained a convolutional neural network (CNN) to predict human olfactory percepts obtained from several semantic datasets.

Percutaneous Exposures of volunteers to polychromatic light (480-3400 nm) trigger systemic mechanism of the human myeloma cells growth delay without any effect on bortezomib cytotoxicity in vitro.

Background And Aim: Polychromatic light is actively used in medicine. However, its oncological safety and effect against cytotoxic therapy remains poorly studied. Multiple myeloma (MM) develops in the bone marrow and therefore malignant plasma cells are inaccessible to direct exposure to light.

Polychromatic light (480-3400nm) similar to the terrestrial solar spectrum without its UV component in post-surgical immunorehabilitation of breast cancer patients.

To this day, two methods of phototherapy (PT) have been successfully used in post-surgical immunorehabilitation of patients with breast cancer (BC): intravenous laser irradiation of the patients' blood and reinfusion of lympholeukosuspension of BC patients after single irradiation with HeNe laser. The objective of this pilot experimental study was to verify the effectiveness of the percutaneous use of polychromatic visible light combined with polychromatic infrared (pVIS+pIR) radiation similar to the major components of natural solar spectrum in post-surgical management of BC patients. Patients with BC (adenocarcinoma) of I-II stages, n=19 who had undergone mastectomy, were divided into 2 groups.

Polychromatic Light (480-3400 nm) Upregulates Sensitivity of Tumor Cells to Lysis by Natural Killers.

Objective: This study evaluates the participation of immunological mechanisms of downregulation of murine hepatoma cells MH22a after direct exposure to polychromatic polarized light.

Background Data: Previous studies have shown that exposure to a combination of visible (VIS) and infrared (IR) light leads to decreased tumorigenicity of the murine hepatoma cells MH22a, which correlated with an increase in the amount of cells with reorganized cytoskeleton in the submembrane region. The mechanism of tumor inhibition and elimination has not been determined.

[Polychromatic visible and infrared light (480-3400 nm) downregulates the growth of hepatoma MH22a in mice].

We studied the effect of polychromatic visible (380-750 nm) (VIS) and combined with the visible infrared (480-3400 nm) (VIS-IR) radiation on the growth of hepatoma in mice. In the first series of experiments on C3HA mice with subcutaneously transplanted syngeneic hepatoma MH22a it was shown 1.5-4 times inhibition of tumor volume after irradiation of tumor-bearing mice with VIS-infrared light at a dose 4.

Regulatory systemic effect of postsurgical polychromatic light (480-3400 nm) irradiation of breast cancer patients on the proliferation of tumor and normal cells in vitro.

Objective: The aim of this work was to study the effect of phototherapy (PT) with percutaneous exposures to polychromatic visible and IR light (pVIS + pIR) on breast cancer (BC) patients at the early postmastectomy period, on the growth-promoting (GP) properties of their blood serum, by evaluating its capability to support proliferation of normal and tumor human cells in vitro.

Material And Methods: After mastectomy, one group of patients was treated daily for 1 week on the sacral area with pVIS + pIR light (480-3400 nm, 40 mW/cm(2), 95% polarization, 24 J/cm(2)). The second group used as a control was sham irradiated.

[Monocytes of human blood as a target of Streptococcus pyogenes components].

Aim: Study the effect of components of destroyed streptococci on human blood monocyte functions related to processes of trans-endothelial migration in vitro.

Materials And Methods: Mononuclear leukocytes, isolated from blood of healthy donors, endothelial cells of EA.hy 926 line and supernatant of ultrasound disintegrated Streptococcus pyogenes (DSS) were the objects of the study.

Downregulation of tumorogenicity and changes in the actin cytoskeleton of murine hepatoma after irradiation with polychromatic visible and IR light.

Objective: This study evaluated the function and structural consequences of direct exposure of murine hepatoma MH-22a cells to polychromatic polarized light, to determine potential risk of malignancy following irradiation.

Background Data: Visible (VIS) and infrared (IR) light have been actively used for prevention and treatment of complications developed after conventional tumor therapy. However, the safety associated with this irradiation has not been determined.

[Proliferation and tumorigenity of the murine hepatoma cells irradiated with polychromatic visible and infrared light].

In experiments in vitro, the effect of the polychromatic visible (VIS) light combined with polychromatic infrared light (VIS-IR, 480-3400 nm) and the effect of the entire spectrum of VIS radiation (385-750 nm) on the viability and proliferative activity of the murine hepatoma cells MH22a. In experiments in vivo, changes of tumorigenic properties of cells MH22a have been studied after the same kinds of light exposure. It was shown that irradiation of the hepatoma cells with two kinds of polychromatic light at a wide range of doses (4.

[Effect of polychromatic visible light combined with infrared radiation on tumorigenicity of murine hepatoma cells and their sensitivity to lytic activity of natural killers].

Tumorigenicity of murine hepatoma cells (MH22a) and their sensitivity to lysis by natural killers (NKs) have been studied after exposure to polychromatic visible and infrared light (VIS-IR, 480-3400 nm, 40 mW/cm2), similar to the terrestrial solar spectrum without its minor UV component, in order to elucidate the involvement of this important environmental and physiotherapeutic factor in regulation of the anti-tumor defense system. The MH22 cells were in vitro exposed to VIS-IR light and their sensitivity to lytic activity of NKs was evaluated. We found that sensitivity of MH22a cells to lysis by NKs after exposure to VIS-IR light at a dose of 4.

[The efficacy of polychromatic visible and infrared radiation used for the postoperative immunological rehabilitation of patients with breast cancer].

The immunological rehabilitation of the patients with oncological problems after the completion of standard anti-tumour therapy remains a topical problem in modern medicine. The up-to-date phototherapeutic methods find the increasingly wider application for the treatment of such patients including the use of monochromatic visible (VIS) and near infrared (nIR) radiation emitted from lasers and photodiodes. The objective of the present study was to substantiate the expediency of postoperative immune rehabilitation of the patients with breast cancer (BC) by means of irradiation of the body surface with polychromatic visible (pVIS) in combination with polychromatic infrared (pIR) light similar to the natural solar radiation without its minor UV component.

[Survival among patients with prostate cancer after distant radiotherapy and low-intensity near-infrared phototherapy].

The paper discusses the effect of photography with near-infrared photography on survival of patients with prostate cancer (PC) after distant radio- (DRT) and hormonal therapy (January 2000 - June 2007). The control group (n=251) were treated with standard radio- and hormonal therapy alone. Besides, patients of the study group (n=308) received phototherapeutic treatment to prevent radiation-induced injuries of the urinary bladder and rectum.

[Proliferation of normal and tumor cells at the presence of serum from patients with breast cancer after phototherapy with visible and near infrared light].

Simultaneous low-intensity visible (VIS) and near infrared (nIR) irradiation from laser and non-laser sources was used for treatment of complications developing in cancer patients after surgical tumor resection, chemo- and radiation therapy. However, the question remains about the impact of this physiotherapeutic method on proliferative activity of the patients' tumor cells and cells involved in wound healing, fibroblasts (FB) and keratinocytes (KC). In this paper, we studied the effect blood serum obtained from the patients with breast cancer after the course of irradiation with visible and NI light (480--3400 nm, 95 % polarization, 40 mW/cm2, 12 J/cm2) in postoperative period on the proliferative activity of primary cultures of human FB and KC, and of several human tumor cell lines (BT-474, HBL-100, Hs578T and A431).

[Application of low-power visible and near infrared radiation in clinical oncology].

Although low-power visible (VIS) and near infrared (nIR) radiation emitted from lasers, photodiodes, and other sources does not cause neoplastic transformation of the tissue, these phototherapeutic techniques are looked at with a great deal of caution for fear of their stimulatory effect on tumour growth. This apprehension arises in the first place from the reports on the possibility that the proliferative activity of tumour cells may increase after their in vitro exposure to light. Much less is known that these phototherapeutic modalities have been successfully used for the prevention and management of complications developing after surgery, chemo- and radiotherapy.

Role of nitric oxide in the visible light-induced rapid increase of human skin microcirculation at the local and systemic levels: II. healthy volunteers.

Objective: The aim of this study is to evaluate the skin microcirculation increase seen in healthy volunteers after a single exposure to polychromatic visible (pVIS) light, and to prove the role of nitric oxide (NO) in the development of this effect.

Background Data: Improvement of microcirculation is one of the most important effects of laser and pVIS light therapy; however, its mechanism of action remains unknown. A main role in the regulation of vascular tone is known to be played by NO.

Role of nitric oxide in the visible light-induced rapid increase of human skin microcirculation at the local and systemic level: I. diabetic patients.

Objective: This study aimed to reveal the effects of polychromatic visible (pVIS) or pVIS + near IR (nIR) light similar to some components of solar light on skin microcirculation and microvascular response to the vasodilatators acetylcholine (ACh) and nitroglycerine (NG), in the extremities of patients with diabetic microangiopathy.

Background Data: The mechanisms behind light-induced increases in microcirculation as well as extracellular effects of terrestrial pVIS and pVIS + nIR light remain unknown.

Materials And Methods: In 24 subjects with type 2 diabetes mellitus local microcirculation was measured in the skin of the foot before and after exposure to both types of light.

Polychromatic light similar to the terrestrial solar spectrum without its UV component stimulates DNA synthesis in human peripheral blood lymphocytes in vivo and in vitro.

Immunosuppressive effects of the minor component of the terrestrial solar spectrum, UV radiation, have been substantiated over the past several years. This raises the question of what influence the dominant part of the solar spectrum--visible and IR light-would have on the human immune system. In the present randomized, placebo-controlled double-blind study a small area of the body surface of volunteers was irradiated with polychromatic light (480-3400 nm), simulating the significant part of the terrestial sunlight irradiance spectrum and its power density.

Pro- and anti-inflammatory cytokine content in human peripheral blood after its transcutaneous (in vivo) and direct (in vitro) irradiation with polychromatic visible and infrared light.

Objective: The aim of this randomized, placebo-controlled, double-blind trial was to investigate changes in the content of 10 cytokines in the human peripheral blood after transcutaneous and in vitro irradiation with polychromatic visible and infrared (IR) polarized light at therapeutic dose.

Background Data: The role of cytokines in development of anti-inflammatory, immunomodulatory, and wound-healing effects of visible and IR light remains poorly studied.

Methods: The sacral area of volunteers was exposed (480-3400 nm, 95% polarization, 12 J/cm(2)); in parallel, the blood samples of the same subjects were irradiated in vitro (2.

[Changes in cytokine content in the peripheral blood of volunteers after their exposure to polychromatic visible and infrared light].

Anti-inflammatory, immunomodulating and wound-healing effects of visible and infrared (IR) radiation from laser and non-laser sources are widely used in current medicine. However, the role of pro- and anti-inflammatory cytokines in development of these effects has been poorly studied. A randomized, placebo-controlled, double blind study was made.

[Modulation of proliferation of peripheral blood lymphocytes after irradiation of volunteers with polychromatic visible and infrared light].

Effects on human immune system of visible and infrared (IR) radiation, the dominating types of solar light on Earth, still remain poorly studied. In the present work, a small area of the volunteers' body surface was irradiated with polychromatic visible + IR polarized (VIP) light, whose spectral range is close to the natural one (400-3400 nm, 12 J/cm2), and spontaneous and phytohemagglutinin (PHA)-induced DNA syntheses were studied by radiometric method in lymphocytes (Lym) of peripheral blood. This Irradiation stimulated both spontaneous and PHA-induced DNA synthesis in Lym but only in volunteers with initially decreased parameters of synthesis (on average, by 2.

[Enhancement of fibroblast growth promoting activity of human blood after its irradiation in vivo (transcutaneously) and in vitro with visible and infrared polarized light].

Visible and infrared (IR) irradiation of laser and non-laser sources has a pronounced wound-healing effect promoting tissue repair without hyperproduction of connective tissue elements. This effect develops as a consequence of local and systemic light effects, but many aspects of their mechanism have been yet unclear. In the present work, we have shown that in 0.

The regulatory effect of polychromatic (visible and infrared) light on human humoral immunity.

The immunological effects of visible and infrared light from laser and non-laser sources have remained insufficiently studied, which has restricted the use of light in the treatment of diseases associated with immune system disorders. The present randomised, placebo-controlled double-blind trial was designed to study changes in the humoral immunity of a large group of volunteers after exposure of a small body area to polychromatic visible and infrared polarized (VIP) and non-polarized (VInP) light (400-3400 nm, 95% polarization, 40 mW cm(-2), 12 J cm(-2) and 400-3400 nm, no polarization, 38 mW cm(-2), 11.2 J cm(-2), respectively).

Enhancement of the blood growth promoting activity after exposure of volunteers to visible and infrared polarized light. Part I: stimulation of human keratinocyte proliferation in vitro.

The systemic mechanisms of the wound healing effect of low intensity lasers remain largely uninvestigated. The goal of this randomized, placebo controlled, double blind study is to prove that irradiation of a small area of the human body with visible and infrared polarized (VIP) light (400-3400 nm, 95% polarization, 40 mW cm(2), 12 J cm(2)) leads to an increase of the growth promoting (GP) activity of the entire circulating blood for primary cultures of human keratinocytes (KCs). Thirty minutes after the VIP-irradiation of a sacral area of volunteers, the GP activity of circulating blood was seen to increase through the elevation of the number of KCs cultured with the isolated plasma by 20 +/- 3%, p < 0.

[Stimulation of DNA repair in human cells damaged by UV and ionizing radiation with soluble growth factors of photomodified blood].

Exposure of a small skin area of volunteers to UV light in 1 minimal erythemal dose is accompanied by rapid appearance in the circulating blood of soluble factors able to restore proliferation of X-ray-damaged autologous lymphocytes, to decrease frequency of chromosome breaks, and to stimulate unscheduled DNA synthesis. The appearance of such an activity in the blood can be also induced without skin irradiation. For this, one volume of a directly UV-irradiated blood is to be mixed in vitro with 10-fold volumes of intact blood, thus modeling the in vivo situation, when a small amount of transcutaneously UV-irradiated blood mixes with intact blood in the circulation.