Correction: Statistical modelling for precision agriculture: A case study in optimal environmental schedules for Agaricus Bisporus production via variable domain functional regression.

[This corrects the article DOI: 10.1371/journal.pone.0181921.].

Statistical modelling for precision agriculture: A case study in optimal environmental schedules for Agaricus Bisporus production via variable domain functional regression.

Quantifying the effects of environmental factors over the duration of the growing process on Agaricus Bisporus (button mushroom) yields has been difficult, as common functional data analysis approaches require fixed length functional data. The data available from commercial growers, however, is of variable duration, due to commercial considerations. We employ a recently proposed regression technique termed Variable-Domain Functional Regression in order to be able to accommodate these irregular-length datasets. In this way, we are able to quantify the contribution of covariates such as temperature, humidity and water spraying volumes across the growing process, and for different lengths of growing processes. Our results indicate that optimal oxygen and temperature levels vary across the growing cycle and we propose environmental schedules for these covariates to optimise overall yields.

Expansion of humoral donor-specific alloreactivity after renal transplantation correlates with impaired graft outcome.

IgG human leukocyte antigen (HLA) antibodies were investigated retrospectively after transplantation in 264 primary renal graft recipients. All patients who developed de novo donor-specific antibodies (DSA) and non-DSA (NDSA) (n = 40, 15.1%) were divided into two groups. Group A consisted of patients (n = 20) with stable good graft function (GGF), and group B consisted of patients (n = 20) who developed rejection and/or graft failure (R/GF). DSA were detected in 23 patients (57.5%). Expansion of humoral alloreactivity with the presence of DSA to more than one graft mismatched antigens and coexistence of HLA class I and II DSA were significantly correlated only with R/GF (p = 0.01). Limitation of alloreactivity to one graft-mismatched antigen was detected mainly in patients with GGF. HLA-DQ DSA alone was found only in patients with GGF (p = 0.1). No significant differences were found between the two patient groups with NDSA. Expansion of the humoral alloreactivity to more than one graft molecule in renal transplant recipients identifies patients at high risk of rejection or graft failure. Limitation of humoral alloreactivity to one graft antigen perhaps associates the presence of regulatory mechanisms with GGF only in specific cases.

HLA-B27 in the Greek Cypriot population: distribution of subtypes in patients with ankylosing spondylitis and other HLA-B27-related diseases. The possible protective role of B*2707.

The major purpose of the present study was to investigate the frequency of human leukocyte antigen (HLA)-B27 alleles in healthy controls and in patients with ankylosing spondylitis (AS) and other HLA-B27-related diseases in the Greek Cypriot population. We selected 102 HLA-B27-positive individuals (60 controls and 42 patients). Typing of the HLA-B27 alleles was performed by polymerase chain reaction amplification with sequence-specific primers. Only two alleles were detected in the patient group: B*2702 (n = 31, 73.8%) and B*2705 (n = 11, 26.2%). The HLA-B*2707 allele was detected (n = 10, 16.7%) only in the healthy controls in addition to the B*2702 (n = 31, 51.7%) and B*2705 (n = 19, 31.7%) alleles. Our results show a restricted number of HLA-B27 subtypes associated with AS and other B27-related diseases and an elevated frequency of the B*2702 allele in the AS patients. The allele B*2707 seems to have a protective role in the population studied because it was found only in the healthy controls.