Validation Log 2026-02-01 08:43:05.986080 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006610/mwtab/json Study ID: ST004008 Analysis ID: AN006610 File format: json Status: Contains Validation Issues Number of Issues: 10 Number of Warnings: 6 Number of Value Errors: 10 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: An empty value or a null value was detected in ["PROJECT"]["PHONE"]. A legitimate value should be provided for this required key. Error: An empty value or a null value was detected in ["STUDY"]["PHONE"]. A legitimate value should be provided for this required key. Error: The value, "0.25mL/min", in ["CHROMATOGRAPHY"]["FLOW_RATE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required. Error: The value, "40", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C']. Ignore this when more complicated descriptions are required. Warning: The "m/z" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "moverz_quant". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "INCHIKEY" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "INCHIKEY" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 0 RFLVMTUMFYRZCB-UHFFFAOYAM 1 BRMWTNUJHUMWMS-LURJTMIEBU 2 LDHMAVIPBRSVRG-IKLDFBCSAY 3 QWCKQJZIFLGMSD-UHFFFAOYAG 4 CKTSBUTUHBMZGZ-SHYZEUOFBO 5 JDHILDINMRGULE-UHFFFAOYAX 6 FOGRQMPFHUHIGU-XVFCMESIBZ 8 JJMDCOVWQOJGCB-UHFFFAOYAD 9 GFFGJBXGBJISGV-UHFFFAOYAT 10 OIRDTQYFTABQOQ-KQYNXXCUBX 11 IVOMOUWHDPKRLL-HMEJCUHCBO 13 UDMBCSSLTHHNCD-KQYNXXCUBP 14 QNAYBMKLOCPYGJ-REOHCLBHBS 15 OYIFNHCXNCRBQI-BYPYZUCNBJ 17 MYYIAHXIVFADCU-QMMMGPOBBJ 18 XSQUKJJJFZCRTK-UHFFFAOYAF 19 ODKSFYDXXFIFQN-BYPYZUCNBA 21 CKLJMWTZIZZHCS-REOHCLBHBW 22 UCMIRNVEIXFBKS-UHFFFAOYAL 24 KWIUHFFTVRNATP-IKLDFBCSAC 25 BPYKTIZUTYGOLE-IFADSCNNBS 26 QBUVFDKTZJNUPP-BBROENKCBK 27 PHIQHXFUZVPYII-UHFFFAOYAT 28 CQOVPNPJLQNMDC-ZETCQYMHBX 29 OEYIOHPDSNJKLS-UHFFFAOYAN 30 RHGKLRLOHDJJDR-UHFFFAOYAQ 32 DDRJAANPRJIHGJ-UHFFFAOYAV 33 ILRYLPWNYFXEMH-UHFFFAOYAH 35 LEVWYRKDKASIDU-IMJSIDKUBJ 36 UHDGCWIWMRVCDJ-XVFCMESIBD 38 IERHLVCPSMICTF-XVFCMESIBY 39 OPTASPLRGRRNAP-UHFFFAOYAY 41 VGONTNSXDCQUGY-RRKCRQDMBC 44 HZAXFHJVJLSVMW-UHFFFAOYAD 45 VWWQXMAJTJZDQX-UYBVJOGSBL 46 FVTCRASFADXXNN-SCRDCRAPBE 47 WHUUTDBJXJRKMK-VKHMYHEABN 48 ZDXPYRJPNDTMRX-UHFFFAOYAL 49 RWSXRVCMGQZWBV-GDVGLLTNBT 50 YPZRWBKMTBYPTK-BJDJZHNGBD 52 SUHOQUVVVLNYQR-MRVPVSSYBR 53 DHMQDGOQFOQNFH-UHFFFAOYAW 54 UYTPUPDQBNUYGX-UHFFFAOYAE 55 NYHBQMYGNKIUIF-UUOKFMHZBU 56 RQFCJASXJCIDSX-UUOKFMHZBU 58 NTYJJOPFIAHURM-UHFFFAOYAP 59 HNDVDQJCIGZPNO-YFKPBYRVBM 60 QUOGESRFPZDMMT-YFKPBYRVBD 61 XIGSAGMEBXLVJJ-YFKPBYRVBI 62 UKAUYVFTDYCKQA-UHFFFAOYAZ 63 VVIUBCNYACGLLV-UHFFFAOYAM 65 UGQMRVRMYYASKQ-KQYNXXCUBA 66 GRSZFWQUAKGDAV-KQYNXXCUBU 67 AGPKZVBTJJNPAG-WHFBIAKZBB 68 YGPSJZOEDVAXAB-QMMMGPOBBJ 69 GUBGYTABKSRVRQ-XLOQQCSPBD 70 ROHFNLRQFUQHCH-YFKPBYRVBU 71 KDXKERNSBIXSRK-YFKPBYRVBE 72 FFEARJCKVFRZRR-BYPYZUCNBW 75 FFDGPVCHZBVARC-UHFFFAOYAX 77 KSMRODHGGIIXDV-YFKPBYRVBV 78 VEYYWZRYIYDQJM-UHFFFAOYAQ 79 JRLGPAXAGHMNOL-LURJTMIEBY 80 DZTHIGRZJZPRDV-UHFFFAOYAN 82 BOPGDPNILDQYTO-NNYOXOHSBA 84 DFPAKSUCGFBDDF-UHFFFAOYAZ 89 AHLPHDHHMVZTML-BYPYZUCNBZ 91 GHOKWGTUZJEAQD-ZETCQYMHBS 92 COLNVLDHVKWLRT-QMMMGPOBBC 93 SUHOOTKUPISOBE-UHFFFAOYAT 95 HXEACLLIILLPRG-UHFFFAOYAL 96 ONIBWKKTOPOVIA-BYPYZUCNBZ 97 KIDHWZJUCRJVML-UHFFFAOYAX 98 NHZMQXZHNVQTQA-UHFFFAOYAS 99 ODHCTXKNWHHXJC-VKHMYHEABY 100 AUNGANRZJHBGPY-SCRDCRAPBG 103 FSYKKLYZXJSNPZ-UHFFFAOYAL 104 MTCFGRXMJLQNBG-REOHCLBHBX 105 QZAYGJVTTNCVMB-UHFFFAOYAX 107 XOAAWQZATWQOTB-UHFFFAOYAA 108 BHTRKEVKTKCXOH-BJLOMENOBE 110 AWDRATDZQPNJFN-VAYUFCLWBR 113 AYFVYJQAPQTCCC-GBXIJSLDBG 115 QIVBCDIJIAJPQS-VIFPVBQEBP 116 OUYCCCASQSFEME-QMMMGPOBBZ 117 HSCJRCZFDFQWRP-ABVWGUQPBC 118 LOIYMIARKYCTBW-OWOJBTEDBA 119 KZSNJWFQEVHDMF-BYPYZUCNBW 120 LRFVTYWOQMYALW-UHFFFAOYAT Warning: The "Adduct type" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "adduct". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "Retention time [min]" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_time". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "Adduct type" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.