Generative artificial intelligence and non-pharmacological bias: an experimental study on cancer patient sexual health communications.

Objectives The objective of this study was to explore the feature of generative artificial intelligence (AI) in asking sexual health among cancer survivors, which are often challenging for patients to discuss.Methods We employed the Generative Pre-trained Transformer-3.5 (GPT) as the generative AI platform and used DocsBot for citation retrieval (June 2023). A structured prompt was devised to generate 100 questions from the AI, based on epidemiological survey data regarding sexual difficulties among cancer survivors. These questions were submitted to Bot1 (standard GPT) and Bot2 (sourced from two clinical guidelines).Results No censorship of sexual expressions or medical terms occurred. Despite the lack of reflection on guideline recommendations, 'consultation' was significantly more prevalent in both bots' responses compared with pharmacological interventions, with ORs of 47.3 (p<0.001) in Bot1 and 97.2 (p<0.001) in Bot2.Discussion Generative AI can serve to provide health information on sensitive topics such as sexual health, despite the potential for policy-restricted content. Responses were biased towards non-pharmacological interventions, which is probably due to a GPT model designed with the 's prohibition policy on replying to medical topics. This shift warrants attention as it could potentially trigger patients' expectations for non-pharmacological interventions.

Exercise intervention for the management of chemotherapy-induced peripheral neuropathy: a systematic review and network meta-analysis.

Purpose: Although exercise is recommended for cancer survivors with chemotherapy-induced peripheral neuropathy (CIPN), the effective types of exercise for preventing and treating CIPN remain unclear. This systematic review and network meta-analysis (NMA) aimed to evaluate the comparative effects of exercise on CIPN. Methods: We included relevant randomized controlled trials (RCTs) identified in a 2019 systematic review that evaluated the effects of exercise on CIPN and conducted an additional search for RCTs published until 2023. We evaluated the risk of bias for each RCT; the comparative effectiveness of exercise on patient-reported quality of life (QOL) through an NMA; and the effectiveness of exercise on QOL scores, patient-reported CIPN symptoms, and pain through additional meta-analyses. Results: Twelve studies (exercise, n = 540; control, n = 527) comparing 8 exercise interventions were included in the analysis. All studies were determined to have a high risk of bias. The meta-analyses showed significantly improved QOL [standard mean differences (SMD) 0.45; 95% confidence interval (CI) = 0.12 to 0.78] and CIPN symptoms (SMD 0.46; 95% CI = 0.11 to 0.82). No severe adverse events were reported. Pain tended to improve with exercise (SMD 0.84; 95% CI = -0.11 to 1.80). An NMA suggested that the interventions of a combination of balance and strength training showed a significant improvement in QOL scores compared to the control. Conclusion: Exercise interventions may be beneficial for improving QOL and CIPN symptoms. High-quality large clinical trials and data are needed to conclude that exercise is beneficial and safe.

Explainable Machine Learning Classification to Identify Vulnerable Groups Among Parenting Mothers: Web-Based Cross-Sectional Questionnaire Study.

BACKGROUND: One life event that requires extensive resilience and adaptation is parenting. However, resilience and perceived support in child-rearing vary, making the real-world situation unclear, even with postpartum checkups. OBJECTIVE: This study aimed to explore the psychosocial status of mothers during the child-rearing period from newborn to toddler, with a classifier based on data on the resilience and adaptation characteristics of mothers with newborns. METHODS: A web-based cross-sectional survey was conducted. Mothers with newborns aged approximately 1 month (newborn cohort) were analyzed to construct an explainable machine learning classifier to stratify parenting-related resilience and adaptation characteristics and identify vulnerable populations. Explainable k-means clustering was used because of its high explanatory power and applicability. The classifier was applied to mothers with infants aged 2 months to 1 year (infant cohort) and mothers with toddlers aged >1 year to 2 years (toddler cohort). Psychosocial status, including depressed mood assessed by the Edinburgh Postnatal Depression Scale (EPDS), bonding assessed by the Postpartum Bonding Questionnaire (PBQ), and sleep quality assessed by the Pittsburgh Sleep Quality Index (PSQI) between the classified groups, was compared. RESULTS: A total of 1559 participants completed the survey. They were split into 3 cohorts, comprising populations of various characteristics, including parenting difficulties and psychosocial measures. The classifier, which stratified participants into 5 groups, was generated from the self-reported scores of resilience and adaptation in the newborn cohort (n=310). The classifier identified that the group with the greatest difficulties in resilience and adaptation to a child's temperament and perceived support had higher incidences of problems with depressed mood (relative prevalence [RP] 5.87, 95% CI 2.77-12.45), bonding (RP 5.38, 95% CI 2.53-11.45), and sleep quality (RP 1.70, 95% CI 1.20-2.40) compared to the group with no difficulties in perceived support. In the infant cohort (n=619) and toddler cohort (n=461), the stratified group with the greatest difficulties had higher incidences of problems with depressed mood (RP 9.05, 95% CI 4.36-18.80 and RP 4.63, 95% CI 2.38-9.02, respectively), bonding (RP 1.63, 95% CI 1.29-2.06 and RP 3.19, 95% CI 2.03-5.01, respectively), and sleep quality (RP 8.09, 95% CI 4.62-16.37 and RP 1.72, 95% CI 1.23-2.42, respectively) compared to the group with no difficulties. CONCLUSIONS: The classifier, based on a combination of resilience and adaptation to the child's temperament and perceived support, was able identify psychosocial vulnerable groups in the newborn cohort, the start-up stage of childcare. Psychosocially vulnerable groups were also identified in qualitatively different infant and toddler cohorts, depending on their classifier. The vulnerable group identified in the infant cohort showed particularly high RP for depressed mood and poor sleep quality.

Mitigation of paclitaxel-induced peripheral neuropathy in breast cancer patients using limb-cooling apparatus: a study protocol for a randomized controlled trial.

Background: Chemotherapy-induced peripheral neuropathy (CIPN) is one of the most common adverse events that can significantly impair the quality of life of patients. Although limb cooling may be beneficial for preventing CIPN, logistical challenges exist in ensuring consistent efficacy and safety. The purpose of this randomized controlled trial is to validate whether limb cooling with strict temperature control can reduce CIPN in patients with breast cancer receiving weekly paclitaxel as a perioperative treatment. Methods: This study is a multicenter, double-blinded, randomized controlled trial. We plan to enroll patients with breast cancer who are scheduled to receive 12 weekly doses of paclitaxel (60 min 80 mg/m2 intravenous infusion) as perioperative chemotherapy. Patients will be randomly divided into the intervention or control groups and undergo limb cooling therapy maintained at a constant temperature of 13°C and 25°C, respectively. The primary endpoint is the proportion of patients who report Patient Neurotoxicity Questionnaire (PNQ) ≥ D in their limbs by the end of the study treatment or at the time of discontinuation. Discussion: The results of this trial will contribute to the establishment of new evidence for limb cooling therapy in the mitigation of CIPN and present a safe and stable cooling device that may be suitable for use in the clinic. Clinical trial registration: https://jrct.niph.go.jp/en-latest-detail/jRCT2032210115, identifier jRCT2032210115.

Comparison of Psychological Quality of Life Between Long-Term Survivors of Childhood Cancer and Their Families.

Purpose: Although treatment outcomes for childhood cancer have improved in recent years, some patients continue to experience physical symptoms and psychological stress several years after the end of treatment. This study aimed to examine the correlation between the quality-of-life (QOL) scores of childhood cancer survivors (CCSs) aged 18-39 and (1) their families and (2) the time since the end of treatment. Methods: Measuring the QOL of CCSs attending the long-term follow-up (LTFU) and those of their families. The Short-Form Health Survey (SF-36) was used for CCSs and the Caregiver Quality of Life Index-Cancer (CQOLC) for their families. Spearman's rank correlation analyses were used to examine the relationship between the CCSs' and their families' QOL and the time since the end of treatment. Results: Twenty-nine CCSs (mean age, 24.2 years; mean the time since the end of treatment, 13.9 years), each paired with one family member, were included. Time since the end of treatment was positively correlated with the CCSs' QOL on the physical component score (ρ = 0.42, p = 0.03) and negatively correlated with mental health (MH) (ρ = -0.50, p = 0.01), a subscale of the mental component score (MCS). Furthermore, the CCSs' QOL on the MCS was positively correlated with their families' QOL scores (ρ = 0.58, p < 0.01). Conclusion: Psychological stress may persist in CCSs long after treatment, even when physical symptoms improve. Therefore, it is necessary to establish a comprehensive support system for the LTFU of CCSs, including MH care and QOL monitoring for patients and their families.

Perception Gap in Health-Related Quality of Life Between Young Adult Survivors of Childhood Cancer and Their Family.

Young adult survivors of childhood cancer may have a perception gap with their families. Patients aged 18-39 years after treatment of cancer and their families (28 pairs) completed a survey that contained questions on health-related quality of life using the 36-item short form survey. There was a significant difference in the role-social component score (mean difference -2.23; p = 0.04) with family reporting higher scores than patients. Families may overestimate the social function of cancer survivors, emphasizing the importance of the long-term follow-up by taking into account the risk of a gap (IRB approval No.: R2257-1).

Hydrocolloid dressing as a prophylactic use for hand-foot skin reaction induced by multitargeted kinase inhibitors: protocol of a phase 3 randomised self-controlled study.

INTRODUCTION: Although topical use of moisturisers is slightly effective for the prevention and avoiding the aggravation of hand-foot syndrome induced by multikinase inhibitors, there is still room for improvement. Hydrocolloid dressing is a type of wound dressing often used for wounds such as decubitus ulcers. The purpose of this study is to verify the usefulness of application of hydrocolloid dressings as prophylaxis against development of hand-foot syndrome induced by multikinase inhibitors by comparing the effects of this dressing and standard supportive care (moisturising care alone) within the same individuals. METHODS: This study is a phase 3 randomised, self-controlled study to compare prophylactic moisturising care with or without hydrocolloid dressing for hand-foot syndrome induced by multikinase inhibitors. Patients with radically unresectable advanced or recurrent colorectal carcinoma, gastrointestinal stromal tumour and hepatocellular carcinoma who scheduled to receive regorafenib or sorafenib therapy are eligible for enrolment.Supportive care for hand-foot syndrome will consist of basic moisturising care with or without hydrocolloid dressing. If hand-foot syndrome occurs, a steroid ointment will be applied two times per day at the affected sites. The primary endpoint is an incidence rate of grade 2 or more severe hand-foot syndrome (soles of the feet only) assessed by National Cancer Institute (NCI) Common Terminology Criteria for Adverse Events V.4.0. Grading of hand-foot syndrome will be performed by central review using photographs taken weekly by blinded trained physicians. The ethical approval was obtained from National Cancer Center Hospital. The results of this study will be submitted for publication in international peer-reviewed journals and the key findings will be presented at international scientific conference. DISCUSSION: If the positive results are found in this study, it is shown that hydrocolloid dressing is effective not only as a symptom management but also as a prevention in hand-foot syndrome induced by multikinase. TRIAL STATUS: The enrolment was started in January 2019, and planned to closed in January 2021. As of February 2020, 26 patients enrolled in this study. TRIAL REGISTRATION NUMBER: UMIN Clinical Trial Registry (UMIN000034853). PROTOCOL VERSION: V.1.4, 9 January 2020.

Satisfaction With Web-Based Healthcare Content in Cancer Survivors: A Cross-Sectional Survey.

Health-related web content is constantly increasing, and cancer survivors use it to manage their health and activities of daily living. However, the actual usage of and satisfaction with web contents among cancer survivors is unclear. Therefore, we conducted a web-based cross-sectional survey to understand the satisfaction with web content in those cancer survivors who use the Internet to cope with their anxiety/stress, sleeplessness, or cognitive difficulties. The survey questionnaire was e-mailed to 1.2 million voluntary registrants at a research company. Cancer survivors who accessed any content via the Internet and experienced anxiety/stress, sleeplessness, or cognitive difficulties were included in the study. Out of the 412 survivors who completed the survey, 357 experienced some degree of anxiety or stress, 258 experienced sleeplessness, and 161 experienced some cognitive difficulties, such as forgetfulness or lack of attention. They used web contents to record their health or (n = 205), relieve their anxiety or stress (n = 238), and devise activities of daily living (n = 232) during cancer therapy, including surgery, chemotherapy, and radiation. The web contents included "interactive contents" (users engage with the web content by responding to it in some form), "non-interactive contents" (information medium without any user engagement), "web-storage," or "scrolling." Multivariate logistic regression revealed greater satisfaction with "interactive contents" in cancer survivors. This reflects that the sharing of personal experiences as well as objective information should be considered to create satisfying and effective web contents.

[Effects of cryotherapy on chemotherapy-induced peripheral neuropathy: self-controlled clinical trial].

Chemotherapy induced peripheral neuropathy (CIPN) is a numbness or tingling of the hands and feet that occur as a side effect of anticancer drugs including taxanes and platinum drugs. The effective treatments or preventive strategy are not established. Once it develops, symptoms persist for a long time and cause impairment in activity of daily living. Topical cooling is a preventive strategy for side effects of chemotherapy such as hair loss, oral microsites, and skin and nail disorder of the hands and feet. We conducted a clinical trial in breast cancer patients who received paclitaxel treatment to assess the effectiveness of cooling for CIPN prevention. In this study, the individual background factor was standardized using an intra-individual comparison design. In 40 subjects, frozen gloves and socks were applied on the dominant hand and foot from 15 minutes before the anti-cancer drug administration to 15 minutes after the end of administration (total 90 minutes) and compared with non-dominant hand and foot. As a result, clinically and statistically significant differences were observed for changes in tactile threshold evaluated by the monofilament test, subjective symptoms, and changes in dexterity evaluated by functional test. The current cooling system has not been well implemented in oncology field due to the lack of facility and human resources. To deliver this therapy broadly, it will be urgent to develop a medical cooling device that can provide safe and effective cryotherapy.

[Project for Self-Help Tableware Involving Local Traditional Arts and Crafts of Japan].

To improve the quality ofmeals in communities, "Keiji study group on dysphagia" was founded in 2010. With the "Project for Self-Help Tableware involving Traditional Arts and Crafts," we will introduce an innovative community collaboration of cultural specialists,. The existing self-help tableware are not suitable for traditional feasts. Therefore, to produce new self-help tableware, we collaborated with cooks, designers, potters, and a lacquer ware company. To ensure a comfortable traditional feast, the backgrounds and cultural manners ofeach ofthese specialists were integrated. Finally, traditional Japanese style tableware was produced through repeated trial manufacturing. We offered patients with eating disorders a Japanese style feast that ameliorates swallowing and we had them use the produced tableware. The observers, the patients, and patients' families approved of the tableware because it increased their appetite and they developed a positive attitude toward eating. In the future, the need for food that ameliorates swallowing will increase. This new eating culture is not only concerned with the production off ood, but also with the presentation ofits tableware. We are planning to support the development ofsuch a cuisine through a sponsored project, which will encourage collaboration between local manufacturing of traditional culture and occupational therapy.

Expectations of and recommendations for a cancer survivorship guideline in Japan: a literature review of guidelines for cancer survivorship.

BACKGROUND: Optimal cancer survivorship care needs its comprehensive guidelines. We aimed to identify English and Japanese guidelines that include cancer survivorship in their title, the issues highlighted in such guidelines, and any existing oncology practice guidelines in Japan that address these issues. METHODS: This literature review was performed in three stages. First, guidelines published in English or Japanese that included cancer survivorship in the title were identified. Then, the issues that each cancer survivorship guideline addressed were defined. Lastly, Japanese guidelines that include survivorship issues were sought. RESULTS: Six guidelines published in English addressed 31 cancer survivorship issues. No specific cancer survivorship guideline was available in Japanese. Thirty-four Japanese guidelines mentioned cancer survivorship issues. These guidelines addressed screening/surveillance for detecting recurrence or secondary cancer but did not address coordination of care, implications for practice, or inclusion of family. At present, Japanese guidelines poorly address the issue of promotion of a healthy lifestyle in cancer survivors. Also, poorly addressed were long-term and late effects such as pain, psychological distress, fatigue, cognitive dysfunction, cardiovascular effects (including anthracycline-induced cardiac toxicity), sleep disorders, and sexual dysfunction in cancer survivors. CONCLUSION: There is a need for guidelines on optimal coordination of care between oncologists and other health care providers to support patients along the cancer care continuum and specifically to encourage a healthy lifestyle as part of cancer survivorship. The development of a comprehensive Japanese guideline that addresses these issues would help to improve the clinical outcome for cancer survivors in Japan.

Prevalence and factors associated with sarcopenia in patients with rheumatoid arthritis.

Objectives: Sarcopenia is characterized by loss of muscle strength and mass, leading to falls and adverse health outcomes. Our aim was to determine the prevalence of sarcopenia in patients with rheumatoid arthritis (RA) and to identify factors associated with sarcopenia in these patients. Methods: A cross-sectional study of 388 consecutive women with RA was conducted, assessing muscle mass and strength, and walking speed. Falls and bone fractures sustained over the prior year were evaluated. The association between sarcopenia and RA characteristics, falls, and bone fractures was evaluated using logistic regression analyses. Results: The prevalence of sarcopenia was 37.1% (14.7%, severe sarcopenia; 22.4%, sarcopenia), with 49.0% classified as having low muscle mass. The incidence of falls, fractures, and lower bone mineral density was higher in patients with than without sarcopenia. Age, RA duration, Steinbrocker's stage, the high Mini-Nutritional Assessment-Short Form score and the use of biological disease-modifying anti-rheumatic drugs (bDMARDs) were independent factors associated with sarcopenia. Conclusion: We confirmed that sarcopenia develops in a significant proportion of patients with RA. Age, longer disease duration, joint destruction and malnutrition were positively associated with sarcopenia, with the use of bDMARDs being negatively associated.

Effects of Cryotherapy on Objective and Subjective Symptoms of Paclitaxel-Induced Neuropathy: Prospective Self-Controlled Trial.

Background: Chemotherapy-induced peripheral neuropathy (CIPN) is a dose-limiting and disabling side effect of taxane anticancer agents. We prospectively evaluated the efficacy of cryotherapy for CIPN prevention. Methods: Breast cancer patients treated weekly with paclitaxel (80 mg/m2 for one hour) wore frozen gloves and socks on the dominant side for 90 minutes, including the entire duration of drug infusion. Symptoms on the treated sides were compared with those on the untreated (nondominant) sides. The primary end point was CIPN incidence assessed by changes in tactile sensitivity from pretreatment baseline in a monofilament test at a cumulative dose of 960 mg/m2. We also assessed thermosensory deficits, subjective symptoms (Patient Neuropathy Questionnaire [PNQ]), manipulative dexterity, and the time to events and hazard ratio by PNQ. All statistical tests were two-sided. Results: Among the 40 patients, four did not reach the cumulative dose (due to the occurrence of pneumonia, severe fatigue, severe liver dysfunction, and macular edema), leaving 36 patients for analysis. None dropped out due to cold intolerance. The incidence of objective and subjective CIPN signs was clinically and statistically significantly lower on the intervention side than on the control (hand: tactile sensitivity = 27.8% vs 80.6%, odds ratio [OR] = 20.00, 95% confidence interval [CI] = 3.20 to 828.96, P < .001; foot: tacile sensitivity = 25.0% vs 63.9%, OR = infinite, 95% CI = 3.32 to infinite, P < .001; hand: warm sense = 8.8% vs 32.4%, OR = 9.00, 95% CI = 1.25 to 394.48, P = .02; foot: warm sense: 33.4% vs 57.6%, OR = 5.00, 95% CI = 1.07 to 46.93, P = .04; hand: PNQ = 2.8% vs 41.7%, OR = infinite, 95% CI = 3.32 to infinite, P < .001; foot: PNQ = 2.8% vs 36.1%, OR = infinite, 95% CI = 2.78 to infinite, P < .001; hand: hazard ratio [HR] = 0.13, 95% CI = 0.05 to 0.34; foot: HR = 0.13, 95% CI = 0.04 to 0.38, dexterity mean delay = -2.5 seconds, SD = 12.0 seconds, vs + 8.6 seconds, SD = 25.8 seconds, P = .005). Conclusions: Cryotherapy is useful for preventing both the objective and subjective symptoms of CIPN and resultant dysfunction.

Factors affecting walking ability in female patients with rheumatoid arthritis.

OBJECTIVE: To determine the factors associated with gait parameters in female patients with rheumatoid arthritis (RA). METHODS: The gait analysis was performed in a large cohort of RA patients, and three basic gait parameters (step length, cadence and gait speed) were calculated. Clinical and laboratory data were also collected. Factors associated with gait parameters were analyzed using multivariable linear regression in the three models with forced entry. Then, we divided those patients with Health Assessment Questionnaire disability index (HAQ) scores ≤ 0.5 into two groups according to their gait speed that were compared to identify the characteristics of patients with a good HAQ score but poor walking ability. RESULTS: A total of 318 female patients were analyzed. Knee extension strength had the strongest positive association with all three gait parameters (P < 0.0001), while methotrexate use was also positively associated with all three gait parameters (step length: P < 0.05, cadence: P < 0.05 in model 1 and 2; P < 0.01 in model 3, gait speed: P < 0.01). The disease activity score was negatively associated with step length and gait speed (step length, gait speed: P < 0.01 in model 1 and 2; P < 0.05 in model 3). 26% of patients with good HAQ scores showed slow gait speed. Patients with good HAQ scores and slow gait speed had higher disease activity scores (P < 0.05) and lower knee extension strength (P < 0.0001) than those with good HAQ scores and normal gait speed. CONCLUSIONS: High knee extension strength, low disease activity and administration of methotrexate were strongly associated with good walking ability in female patients with RA. And, even if patients showed good HAQ scores, about quarter of those patients had poor walking ability, and they showed higher disease activity, lower knee extension strength, compared to the patients with normal gait speed.

Significant effect of age on docetaxel pharmacokinetics in Japanese female breast cancer patients by using the population modeling approach.

PURPOSE: Docetaxel is frequently used in the treatment of a wide variety of solid tumors, including breast cancer. The aim of this study is to obtain the population pharmacokinetic parameters of docetaxel in Japanese female patients with breast cancer. METHODS: Blood samples from 24 patients were collected sequentially before and after docetaxel infusion. Genomic DNA was isolated from the peripheral blood and genotyped for the selected polymorphisms in the candidate genes of drug transporters and metabolizing enzymes. The influence of patient characteristics on the pharmacokinetics of docetaxel was evaluated using the nonlinear-mixed-effect modeling program, NONMEM. As a basis for comparison, the pharmacokinetics of another taxane paclitaxel in 41 separate female patients with breast cancer was calculated. RESULTS: A two-compartment model adequately described the pharmacokinetic profiles of docetaxel. The population mean estimates of the total body clearance for patients aged 58 years or less and the central volume of distribution for docetaxel were 32.6 L/h and 5.77 L, respectively. In patients over 58 years, the clearance was 24 % higher than that in the younger patients. No influences of the genotypes examined were noted on the clearance of docetaxel. The clearance of paclitaxel was not affected by patient age. CONCLUSIONS: Patients over the age of 58 years showed significantly higher clearance of docetaxel than that in patients aged 58 years or less. Since the clearance of paclitaxel was not affected by the age, it is possible that the pharmacokinetic mechanisms of docetaxel might be specifically affected by age in females.

Effects of a self-management program on antiemetic-induced constipation during chemotherapy among breast cancer patients: a randomized controlled clinical trial.

Research on patient-reported outcomes indicates that constipation is a common adverse effect of chemotherapy, and the use of 5-hydroxytryptamine (serotonin; 5HT3) receptor antagonists aggravates this condition. As cancer patients take multiple drugs as a part of their clinical management, a non-pharmacological self-management (SM) of constipation would be recommended. We aimed to evaluate the effectiveness of a SM program on antiemetic-induced constipation in cancer patients. Thirty patients with breast cancer, receiving 5HT3 receptor antagonists to prevent emesis during chemotherapy were randomly assigned to the intervention or control group. The SM program consisted of abdominal massage, abdominal muscle stretching, and education on proper defecation position. The intervention group started the program before the first chemotherapy cycle, whereas patients in the wait-list control group received the program on the day before their second chemotherapy cycle. The primary outcome was constipation severity, assessed by the constipation assessment scale (CAS, sum of eight components). The secondary outcome included each CAS component (0-2 points) and mood states. A self-reported assessment of satisfaction with the program was performed. The program produced a statistically and clinically significant alleviation of constipation severity (mean difference in CAS, -3.00; P = 0.02), decrease in the likelihood of a small volume of stool (P = 0.03), and decrease in depression and dejection (P = 0.02). With regards to program satisfaction, 43.6 and 26.4 % patients rated the program as excellent and good, respectively. Our SM program is effective for mitigating the symptoms of antiemetic-induced constipation during chemotherapy.