Using social media data in diabetes care: bridging the conceptual gap between health providers and the network population.

BACKGROUND: Patients with diabetes who have poor health literacy about the disease may exhibit poor compliance and thus subsequently experience more complications. However, the conceptual gap of diabetes between health providers and the general population is still not well understood. Decoding concerns about diabetes on social media may help to close this gap. METHODS: Social media data were collected from the OpView social media platform. After checking the quality of the data, we analyzed the trends in people's discussions on the internet using text mining. The natural language process includes word segmentation, word counting and counting the relationships between the words. A word cloud was developed, and clustering analyses were performed. RESULTS: There were 19,565 posts about diabetes collected from forums, community websites, and Q&A websites in the summer (June, July, and August) of 2017. The three most popular aspects of diabetes were diet (33.2%), life adjustment (21.2%), and avoiding complications (15.6%). Most discussions about diabetes were negative. The negative/positive ratios of the top three aspects were avoiding complications (7.60), problem solving (4.08), and exercise (3.97). In terms of diet, the most popular topics were Chinese medicine and special diet therapy. In terms of life adjustment, financial issues, weight reduction, and a less painful glucometer were discussed the most. Furthermore, sexual dysfunction, neuropathy, nephropathy, and retinopathy were the most worrisome issues in avoiding complications. Using text mining, we found that people care most about sexual dysfunction. Health providers care about the benefits of exercise in diabetes care, but people are mostly concerned about sexual functioning. CONCLUSION: A conceptual gap between health providers and the network population existed in this real-world social media investigation. To spread healthy diabetic education concepts in the media, health providers might wish to provide more information related to the network population's actual areas of concern, such as sexual function, Chinese medicine, and weight reduction.

Efficacy and Safety of an Attenuated-Dose Sunitinib Regimen in Metastatic Renal Cell Carcinoma: Results From a Prospective Registry in Singapore.

BACKGROUND: The use of sunitinib at conventional doses (50 mg/d, 6-week cycles: 4 weeks of treatment, then 2 weeks of no treatment) in Asian patients with metastatic renal cell carcinoma (mRCC) is associated with high real-world toxicities. PATIENTS AND METHODS: Patients with mRCC treated with sunitinib between 2005 and 2012 at 4 centers representing a near-national cohort (n = 160) in Singapore were evaluated. One hundred twenty-seven consecutive patients in 1 center were treated with a novel attenuated-dose sunitinib regimen (37.5 mg/d, 6-week cycle: 4 weeks of treatment, then 2 weeks of no treatment) with outcomes captured in a prospective registry. Efficacy and safety outcomes of these patients were compared against those who received sunitinib at conventional dosing (n = 33) at all 4 centers. Statistical modeling was adjusted for baseline prognostic criteria and therapy line where possible. RESULTS: Overall survival from treatment initiation (OSinitiation), overall survival from the first documented metastasis (OStotal), and progression-free survival (PFS) were similar for patients who received first-line sunitinib for conventional relative to attenuated dose regimens (OSinitiation: 18.3 vs. 16.5 months, respectively; P = .54; OStotal: 27.4 vs. 21.8 months, respectively; P = .45; PFS: 6.7 vs. 7.9 months, respectively; P = .64), similar to real-world outcomes in Western studies. A marked lower rate of severe toxicities, dose delays, and reductions were observed with the attenuated dose regimen, with 75/127 (59%), rather than 28/33 (85%) for the conventional dose arm who experienced Grade ≥ 3 toxicities (P = .0088); 31/127 (24%) rather than 19/33 (58%) who experienced dose delays (P = .0004); and 44/127 (35%) rather than 23/33 (70%) who experienced dose reduction (P = .0005) during their course of treatment. CONCLUSION: An attenuated dose regimen of sunitinib yielded comparable real-world efficacy outcomes, with considerable reduction in toxicities as documented in a prospective registry.

One and two dimensional 1H and 13C high resolution NMR investigation of lariat ethers and their alkali metal ionic complexes: a more tangible evidence for the presence of less common C-H***O hydrogen bonds.

The possible existence of less common hydrogen bonds in three lariat ethers and their alkali-metal ionic complexes have been investigated with one- and two-dimensional (1D and 2D) proton and carbon-13 high resolution liquid state NMR spectroscopy. The occurrence of hydrogen-bonding induced by the addition of metal ions has been identified with the observation of indirect dipolar coupling between the coupling partners involved in the hydrogen-bonding. The addition of metal ions, moreover, causes appreciable change of chemical shift of several protons and carbons. The chemical shift change depends on the ion radius, larger ions causing smaller change. Moreover, the change of chemical shift is in coincidence with the occurrence of hydrogen-bonding. The values of the coupling constants have been obtained for each of these hydrogen bonds and were used for evaluating the hydrogen-bond strength. An intriguing and surprising observation is that a C-H***O hydrogen bond identified in solution by this work was not found in the previous study with X-ray diffraction or other methods.