index.ts 7.9 KB

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  1. // https://ftp.uniprot.org/pub/databases/uniprot/current_release/knowledgebase/taxonomic_divisions/uniprot_sprot_human.xml.gz
  2. import { XMLParser } from 'fast-xml-parser'
  3. import fs from 'fs'
  4. import readline from 'readline'
  5. const line$ = (path: string) => readline.createInterface({
  6. input: fs.createReadStream(path),
  7. crlfDelay: Infinity
  8. })
  9. const makeIndex = async (filePath: string, indexPath?: string) => {
  10. indexPath = indexPath || filePath + '.jsi'
  11. let byteAcc = 0
  12. const fromSel = new RegExp("^<entry")
  13. const toSel = new RegExp("^</entry>")
  14. const valSel = new RegExp('<accession>')
  15. let tmp = {values:[]} as any
  16. for await (const line of line$(filePath)) {
  17. if(fromSel.test(line)) tmp['from'] = byteAcc
  18. byteAcc += (line.length + 1)
  19. if (valSel.test(line)) tmp['values'].push(line.match("<accession>(.*?)</accession>")![1]) // 'uck
  20. if(toSel.test(line)) {
  21. await fs.promises.appendFile(indexPath, tmp.values.join(';') + '\t' + tmp.from + '\t' + byteAcc + '\n')
  22. tmp = {values:[]}
  23. }
  24. }
  25. }
  26. const readOffset = (path: string, from:number, to:number) => {
  27. return new Promise<string>(async (resolve, reject) => {
  28. const size = to - from
  29. const buffer = Buffer.alloc(size);
  30. let filehandle
  31. try {
  32. filehandle = await fs.promises.open(path, 'r+');
  33. await filehandle.read(buffer, 0, buffer.length, from);
  34. } finally {
  35. if (filehandle) {
  36. await filehandle.close()
  37. resolve(buffer.toString())
  38. }
  39. }
  40. })
  41. }
  42. const getEntryOffset = async (dbPath:string, accession:string): Promise<number[]> => {
  43. const indexPath = dbPath + '.jsi'
  44. if (!fs.existsSync(indexPath)) await makeIndex(dbPath)
  45. const lineSel = new RegExp(accession)
  46. for await (const line of line$(indexPath)) {
  47. if (lineSel.test(line)) return [Number(line.split('\t')[1]),Number(line.split('\t')[2])]
  48. }
  49. return [0, 0]
  50. }
  51. const getEntry = async (dbPath:string, accession:string) => {
  52. const parser = new XMLParser({
  53. ignoreAttributes: false,
  54. alwaysCreateTextNode: false,
  55. attributeNamePrefix: "",
  56. textNodeName: "value",
  57. allowBooleanAttributes: true,
  58. })
  59. const offsets = await getEntryOffset(dbPath, accession)
  60. return parser.parse(await readOffset(dbPath, offsets[0], offsets[1]))
  61. }
  62. const getEntryFromGeneName = async (idmappingPath: string, dbPath:string, geneName:string) => {
  63. const accessions = await getAccessFromGene(idmappingPath, geneName)
  64. return await getEntry(dbPath, accessions[0]) // seems to be always the first with entry
  65. }
  66. const getAccessFromGene = async (idmappingPath: string, geneName:string) => {
  67. const sel = new RegExp('Gene_Name\t' + geneName)
  68. let accessions: any[] = []
  69. for await (const line of line$(idmappingPath)) {
  70. if(sel.test(line)) accessions.push(line.split('\t')[0])
  71. }
  72. return accessions
  73. }
  74. const getInteractionsFromEntry = async (json:any) => {
  75. const blaskList =
  76. ['DNA', 'PHOSPHOSERINE', 'MOTIFS', 'INFECTION', 'PROTEIN', 'PROTEINS', 'GAMMA-SECRETASE', 'CALCIUM',
  77. 'MICROBIAL', 'VIRUS', 'HEPATITIS', 'HERPES', 'SIMPLEX', 'RELATED', 'AND', 'CLATHRIN', 'WORTMANNIN',
  78. 'NUCLEOSOME', 'undefined', 'INTEGRINS', 'UBIQUITIN', 'MAGNESIUM']
  79. const uniprotIDs = Array.isArray(json.entry.accession) ? json.entry.accession : [json.entry.accession]
  80. // geneName
  81. const gnTT = Array.isArray(json.entry.gene) ? json.entry.gene[0] : json.entry.gene
  82. let geneName = ''
  83. if (gnTT?.name) {
  84. const gnT = Array.isArray(gnTT.name) ? gnTT.name : [gnTT.name]
  85. geneName = gnT.filter((e:any)=> e.type === 'primary').map((e:any)=> e.value)[0]
  86. } else if(json.entry?.protein?.recommendedName) {
  87. geneName = Array.isArray(json.entry?.protein?.recommendedName) ? json.entry?.protein?.recommendedName[0] : json.entry?.protein?.recommendedName
  88. }
  89. // Interactants
  90. const jecT = Array.isArray(json.entry.comment) ? json.entry.comment : [json.entry.comment]
  91. const interactants = jecT
  92. .filter((e:any)=> e?.type === 'interaction')
  93. .flatMap((e:any) => ({
  94. type : 'interactant',
  95. fromProductId: e.interactant[0].id,
  96. toProductId : e.interactant[1].id,
  97. to : e.interactant[1].label,
  98. nExperiments : Number(e.experiments)
  99. }))
  100. const regExp = new RegExp('INTERACTION WITH |Interacts with |complex with ', 'i')
  101. const geneRegExp = new RegExp(/[A-Z]{1}[A-Z|0-9]{2,}$/)
  102. // uniprot_comment_text_value
  103. const commentInteractsWith = jecT
  104. .filter((e:any) => e?.text?.value)
  105. .filter((e:any) => regExp.test(e.text.value))
  106. .map((e:any) => ({
  107. to : e.text.value
  108. .split(/\.|;/)
  109. .flatMap((ee:any) => ee.replace(/ *\([^)]*\) */g, ' '))
  110. .filter((ee:any) => regExp.test(ee))
  111. .flatMap((ee:any) => ee.trim().split(regExp))
  112. .flatMap((ee:any) => ee.split(/,| and | /))
  113. .filter((_:any) => _)
  114. .filter((ee:any) => geneRegExp.test(ee))
  115. .filter((ee:any) => !blaskList.includes(ee) && ee !== geneName)
  116. .map((ee:any) => ee.trim()),
  117. text: e.text.value,
  118. //evidences: e.text.evidence.split(' ')//.map((ee:string)=> json.entry.reference.filter((eee:any)=> eee.key === ee)) // Doesnt work with ref key
  119. }))
  120. .flatMap((e:any)=> e.to.flatMap((ee:any) => ({
  121. type : 'uniprot_comment_text_value',
  122. to : ee,
  123. text : e.text
  124. })))
  125. // uniprot_reference_scope
  126. const jerT = Array.isArray(json.entry.reference) ? json.entry.reference : [json.entry.reference]
  127. const referenceInteract = jerT
  128. .map((e:any)=> ({...e, scope : Array.isArray(e.scope) ? e.scope : [e.scope]}))
  129. .filter((e:any) => regExp.test(e.scope.join('')))
  130. .map((e:any)=> ({
  131. to: e.scope
  132. //.split(/\.|;/)
  133. .flatMap((ee:any) => regExp.test(ee) ? [ee] : [])
  134. .filter((_:any) => _)
  135. .flatMap((ee:any) => ee.replace(/ *\([^)]*\) */g, ' '))
  136. .filter((ee:any) => regExp.test(ee))
  137. .flatMap((ee:any) => ee.trim().split(regExp)[1])
  138. .flatMap((ee:any) => ee.split(/,| and | /i))
  139. .filter((_:any) => _)
  140. .filter((ee:any) => geneRegExp.test(ee))
  141. .filter((ee:any) => !blaskList.includes(ee) && ee !== geneName)
  142. .map((ee:any) => ee.trim()),
  143. ...e,
  144. }))
  145. .flatMap((e:any)=> e.to.flatMap((ee:any) => ({
  146. type : 'reference_scope',
  147. to : ee,
  148. scope : e.scope,
  149. citation: e.citation
  150. })))
  151. // Group
  152. const byTo = {} as {[key:string]: any}
  153. [...interactants, ...referenceInteract, ...commentInteractsWith]
  154. .map((e:any)=> byTo[e.to] = byTo[e.to] ? {...e, ...byTo[e.to]} : {...e} )
  155. const results = Object.keys(byTo).map((e:any) => {
  156. delete byTo[e]?.to
  157. return {
  158. from: geneName,
  159. to: e,
  160. data: byTo[e]
  161. }
  162. })
  163. .filter((e:any) => !blaskList.includes(e.to) && e.to !== geneName)
  164. return results
  165. }
  166. // const findDistance = async (idmappingPath: string, dbPath:string, geneNameA:string, geneNameB:string, maxDistance = 6) => {
  167. // let rounds = [[geneNameA]]
  168. // let tree = {[geneNameA]: {}} as {[key:string]:any}
  169. // let run = true
  170. // let a = tree
  171. // Object.keys(a).map((gene) => )
  172. // let nIter = 0
  173. // while(nIter <= maxDistance && run) {
  174. // for (const gA of rounds[nIter]) {
  175. // console.log(nIter,gA);
  176. // const tmp = await getInteractionsFromEntry(await getEntryFromGeneName(idmappingPath, dbPath, gA))
  177. // if (tmp.includes(geneNameB)) { run = false; break }
  178. // rounds.push(tmp)
  179. // }
  180. // nIter++
  181. // }
  182. // //console.log(rounds);
  183. // return nIter
  184. // }
  185. export { makeIndex, readOffset, getEntry as getEnrty, getEntryFromGeneName, getInteractionsFromEntry }