Highly accurate colorectal cancer prediction model based on Raman spectroscopy using patient serum.

BACKGROUND: Colorectal cancer (CRC) is an important disease worldwide, accounting for the second highest number of cancer-related deaths and the third highest number of new cancer cases. The blood test is a simple and minimally invasive diagnostic test. However, there is currently no blood test that can accurately diagnose CRC. AIM: To develop a comprehensive, spontaneous, minimally invasive, label-free, blood-based CRC screening technique based on Raman spectroscopy. METHODS: We used Raman spectra recorded using 184 serum samples obtained from patients undergoing colonoscopies. Patients with malignant tumor histories as well as those with cancers in organs other than the large intestine were excluded. Consequently, the specific diseases of 184 patients were CRC (12), rectal neuroendocrine tumor (2), colorectal adenoma (68), colorectal hyperplastic polyp (18), and others (84). We used the 1064-nm wavelength laser for excitation. The power of the laser was set to 200 mW. RESULTS: Use of the recorded Raman spectra as training data allowed the construction of a boosted tree CRC prediction model based on machine learning. Therefore, the generalized R 2 values for CRC, adenomas, hyperplastic polyps, and neuroendocrine tumors were 0.9982, 0.9630, 0.9962, and 0.9986, respectively. CONCLUSION: For machine learning using Raman spectral data, a highly accurate CRC prediction model with a high R 2 value was constructed. We are currently planning studies to demonstrate the accuracy of this model with a large amount of additional data.

Successful prednisolone therapy in elderly patients with severe forms of henoch-schönlein purpura nephritis.

INTRODUCTION: Recently, Henoch-Schönlein purpura (HSP) has been observed in elderly people, although it was believed to be uncommon in these subjects. The increased risks of developing end-stage renal disease (ESRD) in adults in comparison with children were highlighted by different studies; however, limited data are available on the treatment of HSP nephritis in adults. METHODS: Between 2002 and 2008, five elderly Japanese patients (>65 years old) (mean age, 68 years, ranging from 65 to 72) with severe forms of HSP nephritis were entered into a prospective study to evaluate prednisolone therapy on the outcome of nephropathy in terms of clinical symptoms and histopathological changes. The patients were considered at risk of developing chronic renal failure when they presented with a nephrotic syndrome and crescentic glomeruli. RESULTS: At the last follow-up, 4-10 years after initiation of the therapy, four patients had clinically recovered and one died of lung cancer. No patients developed ESRD. The clinical outcome seemed to be correlated with glomerular activity (massive proteinuria and crescent formation). In spite of a relatively large dose of prednisolone, a few adverse effects, such as insomnia and skin lesions, were observed. DISCUSSION: Our preliminary small study suggests that renal outcome as well as survival of elderly patients with severe forms of HSP might be altered by aggressive prednisolone therapy.

Residual renal function plays an important role in regulating parathyroid hormone in patients on continuous ambulatory peritoneal dialysis.

In the past, hyperparathyroidism was not generally a major problem in patients undergoing continuous ambulatory peritoneal dialysis (CAPD). However, in conjunction with disturbances in serum phosphate, Ca, and CaxP product, hyperparathyroidism has become a serious problem in the cardiovascular diseases of patients with end-stage renal disease-even patients undergoing CAPD. We retrospectively evaluated the first 5 years on CAPD for 17 patients who started and continued dialysis between April 1995 and September 2003. Of these 17 patients, 3 underwent parathyroidectomy. During their clinical course, all of the patients experienced a decline in residual renal function (RRF) that was significantly negatively correlated with their levels of serum Ca and intact parathyroid hormone. Based on these findings, we suggest that RRF is an important factor for the regulation of Ca-P metabolism in patients on CAPD.

Efficacy and safety of meropenem plus tobramycin followed by meropenem plus vancomycin for treating peritonitis in patients on continuous ambulatory peritoneal dialysis.

Peritonitis is a serious complication in patients on peritoneal dialysis. We examined the efficacy of MTV therapy [first 7 days: meropenem 0.5 g intravenously (IV) twice daily, plus tobramycin 15 mg intraperitoneally (IP) in every dialysis bag; next 7 days: meropenem 0.5 g IV twice daily, plus vancomycin 8 mg/kg IP in every bag after a 1-g loading dose] on peritonitis in patients undergoing continuous ambulatory peritoneal dialysis (CAPD), comparing it with the treatment previously recommended by the International Society for Peritoneal Dialysis (combination of first-generation cephalosporins and aminoglycosides). We treated 36 CAPD peritonitis episodes with MTV therapy. Outcome measures were primary response rate at day 14 and relapse rate within 28 days after the start of antibiotic therapy. The primary response rate was 34/36 (94.4%). No patients treated with MTV therapy required catheter removal. We observed no serious side effects in these patients. We conclude that MTV therapy may be an even better choice of treatment for peritonitis in patients on CAPD than was the previous empirical treatment (combination of first-generation cephalosporin and aminoglycosides).

Risk factors for vascular complications in patients on peritoneal dialysis.

The major cause of death in patients on peritoneal dialysis (PD) is vascular complications, including congestive heart failure, cerebrovascular disease, and myocardial infarction. To clarify the risk factors for vascular complications in patients on PD, we investigated the clinical course of PD in patients with and without cardiovascular and cerebrovascular complications. From among 327 end-stage renal disease (ESRD) patients initiated onto PD from April 1995 to March 2005 in the Kidney and Dialysis Center, Saitama Medical School, 8 developed de novo cardiovascular and cerebrovascular complications (CVD group--mean age: 58.3 +/- 4.9 years; 5 men, 3 women). We compared data pertaining to body weight, blood pressure, blood chemistry, and cardiothoracic ratio (CTR) between the CVD group and an age- and sex-matched control group (n = 8; mean age: 57.5 +/- 4.0 years). At baseline, we observed no significant differences of body weight, blood pressure, CTR, hemoglobin, total cholesterol, triglycerides, HbA1c, or serum albumin between the CVD group and the control group. In the CVD group, 1 month before the onset of CVD, serum albumin was significantly lower than in the control group (2.9 +/- 0.2 g/dL vs. 3.8 +/- 0.1 g/dL, p = 0.0029). Body weight in the CVD group was significantly lower than in the control group (56.8 +/- 2.8 kg vs. 63.0 +/- 2.9 kg, p = 0.0086). No significant differences were observed in blood pressure, CTR, hemoglobin, total cholesterol, triglycerides, or HbA1c between the groups. A decrease in serum albumin after commencement of dialysis is an important risk factor for, and a strong predictor of vascular complications in patients on PD. To help prevent vascular complications, it is important to monitor and manage serum albumin in patients on PD.